grep: warning: GREP_OPTIONS is deprecated; please use an alias or script I0719 06:34:55.981822 5330 tcp_utils.cc:181] The server starts to listen on IP_ANY:48987 I0719 06:34:55.981997 5330 tcp_utils.cc:130] Successfully connected to 10.21.226.186:48987 W0719 06:35:00.701627 5330 gpu_resources.cc:61] Please NOTE: device: 4, GPU Compute Capability: 7.0, Driver API Version: 12.0, Runtime API Version: 11.7 W0719 06:35:00.708102 5330 gpu_resources.cc:91] device: 4, cuDNN Version: 8.4. loading annotations into memory... Done (t=170.16s) creating index... index created! [07/19 06:38:25] ppdet.data.source.coco WARNING: Found an invalid bbox in annotations: im_id: 91534, area: 0.0 x1: 433.56384276160003, y1: 420.4645385728, x2: 439.66027832960003, y2: 420.4645385728. [07/19 06:38:31] ppdet.data.source.coco WARNING: Found an invalid bbox in annotations: im_id: 145983, area: 0.0 x1: 211.64685056, y1: 203.173278816, x2: 211.64685056, y2: 204.356811504. [07/19 06:38:45] ppdet.data.source.coco WARNING: Illegal image file: /paddle/workspace/dataset/obj365/train/patch6/objects365_v1_00320532.jpg, and it will be ignored [07/19 06:38:45] ppdet.data.source.coco WARNING: Illegal image file: /paddle/workspace/dataset/obj365/train/patch6/objects365_v1_00320534.jpg, and it will be ignored [07/19 06:38:46] ppdet.data.source.coco WARNING: Found an invalid bbox in annotations: im_id: 335604, area: 0.0 x1: 132.0651185036, y1: 490.995319296, x2: 136.152460152, y2: 490.995319296. [07/19 06:38:53] ppdet.data.source.coco WARNING: Found an invalid bbox in annotations: im_id: 403860, area: 0.0 x1: 379.8057250816, y1: 464.8757324436, x2: 379.8057250816, y2: 464.8757324436. [07/19 06:39:03] ppdet.data.source.coco WARNING: Found an invalid bbox in annotations: im_id: 521927, area: 0.0 x1: 55.575744628100004, y1: 270.0220947456, x2: 58.9324340495, y2: 270.0220947456. [07/19 06:39:04] ppdet.data.source.coco WARNING: Found an invalid bbox in annotations: im_id: 533112, area: 0.0 x1: 652.6395257820001, y1: 150.0715779584, x2: 652.6395257820001, y2: 152.5980086272. [07/19 06:39:05] ppdet.data.source.coco WARNING: Found an invalid bbox in annotations: im_id: 535871, area: 0.0 x1: 444.405273457, y1: 427.4860839936, x2: 444.405273457, y2: 431.7103271424. [07/19 06:39:05] ppdet.data.source.coco WARNING: Found an invalid bbox in annotations: im_id: 536966, area: 0.0 x1: 554.6245116984, y1: 299.9646606336, x2: 554.6245116984, y2: 315.069702144. [07/19 06:39:07] ppdet.data.source.coco WARNING: Found an invalid bbox in annotations: im_id: 547644, area: 0.0 x1: 432.0398170408, y1: 374.5224859648, x2: 432.0398170408, y2: 378.7821602816. [07/19 06:39:07] ppdet.data.source.coco WARNING: Found an invalid bbox in annotations: im_id: 548210, area: 0.0 x1: 193.9760131584, y1: 273.4229126144, x2: 193.9760131584, y2: 274.5556640768. [07/19 06:39:08] ppdet.data.source.coco WARNING: Found an invalid bbox in annotations: im_id: 555363, area: 0.0 x1: 337.9105372966, y1: 345.2622006784, x2: 337.9105372966, y2: 349.4704679424. [07/19 06:39:09] ppdet.data.source.coco WARNING: Found an invalid bbox in annotations: im_id: 560944, area: 0.0 x1: 281.2375488, y1: 306.20666505599996, x2: 282.417053248, y2: 306.20666505599996. [07/19 06:39:10] ppdet.data.source.coco WARNING: Found an invalid bbox in annotations: im_id: 574787, area: 0.0 x1: 633.690185536, y1: 370.5393676572, x2: 635.97998048, y2: 370.5393676572. [07/19 06:39:10] ppdet.data.source.coco WARNING: Found an invalid bbox in annotations: im_id: 580684, area: 0.0 x1: 92.80249024999999, y1: 246.2189331, x2: 92.80249024999999, y2: 252.5336914125. [07/19 06:39:13] ppdet.data.source.coco WARNING: Found an invalid bbox in annotations: im_id: 608537, area: 0.0 x1: 269.571228032, y1: 248.73785399999997, x2: 270.651184064, y2: 248.73785399999997. [07/19 06:39:27] ppdet.data.source.coco WARNING: Illegal image file: /paddle/workspace/dataset/obj365/train/patch16/objects365_v2_00908726.jpg, and it will be ignored [07/19 06:39:29] ppdet.data.source.coco WARNING: Found an invalid bbox in annotations: im_id: 929933, area: 0.0 x1: 498.22937010000004, y1: 203.9065551675, x2: 498.22937010000004, y2: 205.8240356343. [07/19 06:40:18] ppdet.data.source.coco WARNING: Found an invalid bbox in annotations: im_id: 1164740, area: 0.0 x1: 234.77111816250002, y1: 388.84838865, x2: 272.0889282375, y2: 388.84838865. [07/19 06:40:28] ppdet.data.source.coco WARNING: Found an invalid bbox in annotations: im_id: 1266099, area: 0.0 x1: 468.3398437888, y1: 225.9912109549, x2: 480.1809082368, y2: 225.9912109549. [07/19 06:40:37] ppdet.data.source.coco WARNING: Found an invalid bbox in annotations: im_id: 1352764, area: 0.0 x1: 54.923339850000005, y1: 234.52093504259997, x2: 57.0708008, y2: 234.52093504259997. [07/19 06:40:43] ppdet.data.source.coco WARNING: Found an invalid bbox in annotations: im_id: 1412918, area: 0.0 x1: 136.2822876, y1: 253.56500242500002, x2: 137.74902345, y2: 253.56500242500002. [07/19 06:40:47] ppdet.data.source.coco WARNING: Found an invalid bbox in annotations: im_id: 1446331, area: 0.0 x1: 252.4042969, y1: 332.95404053880003, x2: 253.48120115, y2: 332.95404053880003. [07/19 06:40:56] ppdet.data.source.coco WARNING: Found an invalid bbox in annotations: im_id: 1518543, area: 0.0 x1: 440.3457031168, y1: 274.5519409231, x2: 445.8432617472, y2: 274.5519409231. [07/19 06:41:13] ppdet.data.source.coco WARNING: Found an invalid bbox in annotations: im_id: 1647753, area: 0.0 x1: 227.7290649447, y1: 128.05914305, x2: 238.9132690452, y2: 128.05914305. [07/19 06:41:24] ppdet.data.source.coco WARNING: Found an invalid bbox in annotations: im_id: 1757038, area: 0.0 x1: 312.9022217216, y1: 489.3071288832, x2: 312.9022217216, y2: 490.59814456320004. [07/19 06:41:26] ppdet.data.source.coco WARNING: Found an invalid bbox in annotations: im_id: 1777092, area: 0.0 x1: 839.4415283397, y1: 80.8392944225, x2: 840.5001220902, y2: 80.8392944225. [07/19 06:41:28] ppdet.data.source.coco WARNING: Found an invalid bbox in annotations: im_id: 1791274, area: 0.0 x1: 246.031555167, y1: 405.0675659, x2: 246.031555167, y2: 410.47296145. [07/19 06:41:30] ppdet.data.source.coco WARNING: Found an invalid bbox in annotations: im_id: 1809953, area: 0.0 x1: 375.01086425, y1: 134.338439932, x2: 375.01086425, y2: 136.6105346846. [07/19 06:41:33] ppdet.data.source.coco WARNING: Found an invalid bbox in annotations: im_id: 1844801, area: 0.0 x1: 246.7679442944, y1: 437.6389160448, x2: 246.7679442944, y2: 437.6389160448. [07/19 06:41:35] ppdet.data.source.coco WARNING: Found an invalid bbox in annotations: im_id: 1860398, area: 0.0 x1: 18.9651489156, y1: 642.1688231936, x2: 18.9651489156, y2: 647.3116454912. [07/19 06:41:38] ppdet.data.source.coco WARNING: Found an invalid bbox in annotations: im_id: 1888478, area: 0.0 x1: 368.96051024999997, y1: 200.7771606279, x2: 368.96051024999997, y2: 202.46685790589999. [07/19 06:41:41] ppdet.data.source.coco WARNING: Found an invalid bbox in annotations: im_id: 1922548, area: 0.0 x1: 818.3527831552, y1: 439.1451416064, x2: 849.3343505408, y2: 439.1451416064. [07/19 06:41:50] ppdet.data.source.coco WARNING: Found an invalid bbox in annotations: im_id: 2014562, area: 0.0 x1: 105.85821535000001, y1: 210.82550047499998, x2: 105.85821535000001, y2: 223.60949707499998. [07/19 06:41:53] ppdet.data.source.coco WARNING: Found an invalid bbox in annotations: im_id: 2039519, area: 0.0 x1: 768.6341553152, y1: 253.5513305856, x2: 768.6341553152, y2: 254.72320558080003. [07/19 06:41:53] ppdet.data.source.coco WARNING: Found an invalid bbox in annotations: im_id: 2042531, area: 0.0 x1: 541.891357425, y1: 369.71459960000004, x2: 541.891357425, y2: 371.3296509. [07/19 06:41:56] ppdet.data.source.coco WARNING: Found an invalid bbox in annotations: im_id: 2072912, area: 0.0 x1: 0.1831055367, y1: 1690.2619628965, x2: 0.1831055367, y2: 1691.694335891. [07/19 06:42:11] ppdet.data.source.coco INFO: Load [1728775 samples valid, 13517 samples invalid] in file /paddle/workspace/dataset/obj365/annotations/zhiyuan_objv2_train.json. [07/19 06:42:42] ppdet.utils.checkpoint INFO: Finish loading model weights: /root/.cache/paddle/weights/ResNet50_vd_ssld_v2_pretrained.pdparams W0719 06:42:57.351444 5330 reducer.cc:622] All parameters are involved in the backward pass. It is recommended to set find_unused_parameters to False to improve performance. However, if unused parameters appear in subsequent iterative training, then an error will occur. Please make it clear that in the subsequent training, there will be no parameters that are not used in the backward pass, and then set find_unused_parameters [07/19 06:42:58] ppdet.engine INFO: Epoch: [0] [ 0/54024] learning_rate: 0.000000 loss_class: 0.181050 loss_bbox: 1.141316 loss_giou: 1.831892 loss_class_aux: 1.083684 loss_bbox_aux: 6.928426 loss_giou_aux: 11.087391 loss_class_dn: 0.813625 loss_bbox_dn: 0.568111 loss_giou_dn: 1.178682 loss_class_aux_dn: 4.073573 loss_bbox_aux_dn: 2.840557 loss_giou_aux_dn: 5.893411 loss: 37.621719 eta: 706 days, 18:55:37 batch_cost: 15.6994 data_cost: 0.0005 ips: 0.5096 images/s [07/19 06:44:57] ppdet.engine INFO: Epoch: [0] [ 100/54024] learning_rate: 0.000005 loss_class: 0.252098 loss_bbox: 1.126363 loss_giou: 1.809808 loss_class_aux: 1.478536 loss_bbox_aux: 6.771405 loss_giou_aux: 10.933384 loss_class_dn: 0.779768 loss_bbox_dn: 0.564339 loss_giou_dn: 1.286603 loss_class_aux_dn: 3.844955 loss_bbox_aux_dn: 2.819574 loss_giou_aux_dn: 6.431225 loss: 38.183933 eta: 57 days, 16:40:34 batch_cost: 1.1374 data_cost: 0.1219 ips: 7.0336 images/s [07/19 06:47:11] ppdet.engine INFO: Epoch: [0] [ 200/54024] learning_rate: 0.000010 loss_class: 0.287426 loss_bbox: 1.072592 loss_giou: 1.669583 loss_class_aux: 1.739004 loss_bbox_aux: 6.582564 loss_giou_aux: 10.162810 loss_class_dn: 0.657856 loss_bbox_dn: 0.585305 loss_giou_dn: 1.261277 loss_class_aux_dn: 3.368725 loss_bbox_aux_dn: 2.902653 loss_giou_aux_dn: 6.314785 loss: 36.675642 eta: 57 days, 18:28:33 batch_cost: 1.2850 data_cost: 0.0137 ips: 6.2258 images/s [07/19 06:49:10] ppdet.engine INFO: Epoch: [0] [ 300/54024] learning_rate: 0.000015 loss_class: 0.340275 loss_bbox: 1.057980 loss_giou: 1.666300 loss_class_aux: 1.967133 loss_bbox_aux: 6.520067 loss_giou_aux: 10.299803 loss_class_dn: 0.643471 loss_bbox_dn: 0.644824 loss_giou_dn: 1.402610 loss_class_aux_dn: 3.279055 loss_bbox_aux_dn: 3.123485 loss_giou_aux_dn: 6.951668 loss: 38.207376 eta: 55 days, 16:01:47 batch_cost: 1.1428 data_cost: 0.0767 ips: 7.0002 images/s [07/19 06:51:09] ppdet.engine INFO: Epoch: [0] [ 400/54024] learning_rate: 0.000020 loss_class: 0.395183 loss_bbox: 0.961637 loss_giou: 1.536984 loss_class_aux: 2.274420 loss_bbox_aux: 5.905196 loss_giou_aux: 9.391515 loss_class_dn: 0.582758 loss_bbox_dn: 0.621234 loss_giou_dn: 1.306205 loss_class_aux_dn: 2.938991 loss_bbox_aux_dn: 3.065353 loss_giou_aux_dn: 6.532751 loss: 35.307623 eta: 54 days, 12:52:07 batch_cost: 1.1359 data_cost: 0.0342 ips: 7.0427 images/s [07/19 06:53:21] ppdet.engine INFO: Epoch: [0] [ 500/54024] learning_rate: 0.000025 loss_class: 0.493411 loss_bbox: 0.737752 loss_giou: 1.459398 loss_class_aux: 2.832638 loss_bbox_aux: 4.779715 loss_giou_aux: 8.921144 loss_class_dn: 0.530341 loss_bbox_dn: 0.571492 loss_giou_dn: 1.312892 loss_class_aux_dn: 2.700339 loss_bbox_aux_dn: 2.870763 loss_giou_aux_dn: 6.541520 loss: 33.880335 eta: 55 days, 2:01:36 batch_cost: 1.2727 data_cost: 0.1234 ips: 6.2860 images/s [07/19 06:55:28] ppdet.engine INFO: Epoch: [0] [ 600/54024] learning_rate: 0.000030 loss_class: 0.624194 loss_bbox: 0.627903 loss_giou: 1.341384 loss_class_aux: 3.416340 loss_bbox_aux: 4.007379 loss_giou_aux: 8.342857 loss_class_dn: 0.557541 loss_bbox_dn: 0.565851 loss_giou_dn: 1.342301 loss_class_aux_dn: 2.761391 loss_bbox_aux_dn: 2.848447 loss_giou_aux_dn: 6.687438 loss: 34.186213 eta: 55 days, 0:28:02 batch_cost: 1.2152 data_cost: 0.1807 ips: 6.5831 images/s [07/19 06:57:26] ppdet.engine INFO: Epoch: [0] [ 700/54024] learning_rate: 0.000035 loss_class: 0.702501 loss_bbox: 0.555855 loss_giou: 1.281503 loss_class_aux: 3.926960 loss_bbox_aux: 3.610151 loss_giou_aux: 8.067074 loss_class_dn: 0.581254 loss_bbox_dn: 0.566747 loss_giou_dn: 1.304074 loss_class_aux_dn: 2.812623 loss_bbox_aux_dn: 2.866743 loss_giou_aux_dn: 6.514894 loss: 33.052656 eta: 54 days, 9:04:06 batch_cost: 1.1226 data_cost: 0.2428 ips: 7.1263 images/s [07/19 06:59:22] ppdet.engine INFO: Epoch: [0] [ 800/54024] learning_rate: 0.000040 loss_class: 0.737664 loss_bbox: 0.453965 loss_giou: 1.258392 loss_class_aux: 4.201896 loss_bbox_aux: 2.979720 loss_giou_aux: 7.795717 loss_class_dn: 0.579861 loss_bbox_dn: 0.501207 loss_giou_dn: 1.225082 loss_class_aux_dn: 2.815542 loss_bbox_aux_dn: 2.510562 loss_giou_aux_dn: 6.130282 loss: 31.195350 eta: 53 days, 19:08:34 batch_cost: 1.1051 data_cost: 0.0345 ips: 7.2394 images/s [07/19 07:02:28] ppdet.engine INFO: Epoch: [0] [ 900/54024] learning_rate: 0.000045 loss_class: 0.760927 loss_bbox: 0.452035 loss_giou: 1.139890 loss_class_aux: 4.304738 loss_bbox_aux: 2.919501 loss_giou_aux: 7.020337 loss_class_dn: 0.559244 loss_bbox_dn: 0.495436 loss_giou_dn: 1.117419 loss_class_aux_dn: 2.660915 loss_bbox_aux_dn: 2.556029 loss_giou_aux_dn: 5.692994 loss: 29.188135 eta: 56 days, 21:09:00 batch_cost: 1.8128 data_cost: 0.5623 ips: 4.4131 images/s [07/19 07:06:34] ppdet.engine INFO: Epoch: [0] [ 1000/54024] learning_rate: 0.000050 loss_class: 0.849658 loss_bbox: 0.437936 loss_giou: 1.193887 loss_class_aux: 4.816511 loss_bbox_aux: 2.803105 loss_giou_aux: 7.422778 loss_class_dn: 0.653403 loss_bbox_dn: 0.485804 loss_giou_dn: 1.194654 loss_class_aux_dn: 3.081670 loss_bbox_aux_dn: 2.445151 loss_giou_aux_dn: 6.053690 loss: 31.953613 eta: 62 days, 0:57:15 batch_cost: 2.4113 data_cost: 0.2213 ips: 3.3176 images/s [07/19 07:08:07] ppdet.engine INFO: Epoch: [0] [ 1100/54024] learning_rate: 0.000055 loss_class: 0.874931 loss_bbox: 0.359277 loss_giou: 1.024636 loss_class_aux: 4.940091 loss_bbox_aux: 2.323721 loss_giou_aux: 6.405004 loss_class_dn: 0.592561 loss_bbox_dn: 0.475378 loss_giou_dn: 1.021095 loss_class_aux_dn: 2.795200 loss_bbox_aux_dn: 2.464137 loss_giou_aux_dn: 5.270010 loss: 28.741341 eta: 59 days, 23:22:58 batch_cost: 0.8735 data_cost: 0.0011 ips: 9.1583 images/s [07/19 07:09:53] ppdet.engine INFO: Epoch: [0] [ 1200/54024] learning_rate: 0.000060 loss_class: 0.919450 loss_bbox: 0.358380 loss_giou: 0.992922 loss_class_aux: 5.178763 loss_bbox_aux: 2.321982 loss_giou_aux: 6.283935 loss_class_dn: 0.615649 loss_bbox_dn: 0.438814 loss_giou_dn: 1.016106 loss_class_aux_dn: 2.901641 loss_bbox_aux_dn: 2.281995 loss_giou_aux_dn: 5.209248 loss: 29.275793 eta: 58 days, 18:21:39 batch_cost: 1.0103 data_cost: 0.0007 ips: 7.9187 images/s [07/19 07:11:35] ppdet.engine INFO: Epoch: [0] [ 1300/54024] learning_rate: 0.000065 loss_class: 0.957573 loss_bbox: 0.399130 loss_giou: 1.132020 loss_class_aux: 5.538512 loss_bbox_aux: 2.563056 loss_giou_aux: 7.062346 loss_class_dn: 0.639303 loss_bbox_dn: 0.454171 loss_giou_dn: 1.085135 loss_class_aux_dn: 3.037664 loss_bbox_aux_dn: 2.374255 loss_giou_aux_dn: 5.608213 loss: 30.896671 eta: 57 days, 14:34:01 batch_cost: 0.9714 data_cost: 0.0741 ips: 8.2358 images/s [07/19 07:13:44] ppdet.engine INFO: Epoch: [0] [ 1400/54024] learning_rate: 0.000070 loss_class: 0.916238 loss_bbox: 0.345504 loss_giou: 0.972694 loss_class_aux: 5.238729 loss_bbox_aux: 2.250031 loss_giou_aux: 6.107520 loss_class_dn: 0.597721 loss_bbox_dn: 0.426333 loss_giou_dn: 1.026835 loss_class_aux_dn: 2.781240 loss_bbox_aux_dn: 2.187051 loss_giou_aux_dn: 5.274838 loss: 28.977850 eta: 57 days, 11:09:49 batch_cost: 1.2363 data_cost: 0.3781 ips: 6.4708 images/s [07/19 07:15:19] ppdet.engine INFO: Epoch: [0] [ 1500/54024] learning_rate: 0.000075 loss_class: 0.943353 loss_bbox: 0.327301 loss_giou: 0.968192 loss_class_aux: 5.350503 loss_bbox_aux: 2.205070 loss_giou_aux: 6.066621 loss_class_dn: 0.599790 loss_bbox_dn: 0.435920 loss_giou_dn: 0.984331 loss_class_aux_dn: 2.745118 loss_bbox_aux_dn: 2.276799 loss_giou_aux_dn: 5.051423 loss: 28.084353 eta: 56 days, 8:20:04 batch_cost: 0.9045 data_cost: 0.0007 ips: 8.8443 images/s [07/19 07:16:50] ppdet.engine INFO: Epoch: [0] [ 1600/54024] learning_rate: 0.000080 loss_class: 0.910529 loss_bbox: 0.321957 loss_giou: 1.015550 loss_class_aux: 5.301567 loss_bbox_aux: 2.124005 loss_giou_aux: 6.257865 loss_class_dn: 0.597502 loss_bbox_dn: 0.385238 loss_giou_dn: 1.017120 loss_class_aux_dn: 2.741194 loss_bbox_aux_dn: 2.041998 loss_giou_aux_dn: 5.241141 loss: 28.173125 eta: 55 days, 5:55:56 batch_cost: 0.8612 data_cost: 0.0162 ips: 9.2891 images/s [07/19 07:18:21] ppdet.engine INFO: Epoch: [0] [ 1700/54024] learning_rate: 0.000085 loss_class: 0.895227 loss_bbox: 0.307484 loss_giou: 0.866388 loss_class_aux: 5.106125 loss_bbox_aux: 2.046890 loss_giou_aux: 5.502228 loss_class_dn: 0.553565 loss_bbox_dn: 0.407892 loss_giou_dn: 0.949714 loss_class_aux_dn: 2.608597 loss_bbox_aux_dn: 2.130435 loss_giou_aux_dn: 4.866952 loss: 26.566211 eta: 54 days, 6:29:01 batch_cost: 0.8589 data_cost: 0.0008 ips: 9.3142 images/s [07/19 07:19:52] ppdet.engine INFO: Epoch: [0] [ 1800/54024] learning_rate: 0.000090 loss_class: 0.917830 loss_bbox: 0.308669 loss_giou: 0.816572 loss_class_aux: 5.267121 loss_bbox_aux: 2.039645 loss_giou_aux: 5.245015 loss_class_dn: 0.576908 loss_bbox_dn: 0.398017 loss_giou_dn: 0.909438 loss_class_aux_dn: 2.676223 loss_bbox_aux_dn: 2.071567 loss_giou_aux_dn: 4.801468 loss: 26.831108 eta: 53 days, 9:59:24 batch_cost: 0.8648 data_cost: 0.0007 ips: 9.2507 images/s [07/19 07:21:48] ppdet.engine INFO: Epoch: [0] [ 1900/54024] learning_rate: 0.000095 loss_class: 0.915960 loss_bbox: 0.299043 loss_giou: 0.912827 loss_class_aux: 5.357052 loss_bbox_aux: 1.989715 loss_giou_aux: 5.780719 loss_class_dn: 0.571044 loss_bbox_dn: 0.411095 loss_giou_dn: 0.938296 loss_class_aux_dn: 2.642684 loss_bbox_aux_dn: 2.119649 loss_giou_aux_dn: 4.877639 loss: 27.060356 eta: 53 days, 5:17:04 batch_cost: 1.1048 data_cost: 0.0055 ips: 7.2411 images/s [07/19 07:23:23] ppdet.engine INFO: Epoch: [0] [ 2000/54024] learning_rate: 0.000100 loss_class: 0.923844 loss_bbox: 0.277278 loss_giou: 0.867934 loss_class_aux: 5.345027 loss_bbox_aux: 1.843524 loss_giou_aux: 5.536300 loss_class_dn: 0.577404 loss_bbox_dn: 0.360361 loss_giou_dn: 0.908137 loss_class_aux_dn: 2.673806 loss_bbox_aux_dn: 1.897012 loss_giou_aux_dn: 4.800438 loss: 26.368305 eta: 52 days, 14:18:51 batch_cost: 0.9059 data_cost: 0.0810 ips: 8.8305 images/s [07/19 07:24:55] ppdet.engine INFO: Epoch: [0] [ 2100/54024] learning_rate: 0.000100 loss_class: 0.863212 loss_bbox: 0.289774 loss_giou: 0.869969 loss_class_aux: 5.059292 loss_bbox_aux: 1.914627 loss_giou_aux: 5.552512 loss_class_dn: 0.536889 loss_bbox_dn: 0.375474 loss_giou_dn: 0.876171 loss_class_aux_dn: 2.497136 loss_bbox_aux_dn: 1.983371 loss_giou_aux_dn: 4.615884 loss: 26.079906 eta: 51 days, 22:52:45 batch_cost: 0.8692 data_cost: 0.0007 ips: 9.2036 images/s [07/19 07:26:45] ppdet.engine INFO: Epoch: [0] [ 2200/54024] learning_rate: 0.000100 loss_class: 0.916866 loss_bbox: 0.258255 loss_giou: 0.924450 loss_class_aux: 5.357177 loss_bbox_aux: 1.728291 loss_giou_aux: 5.900594 loss_class_dn: 0.591218 loss_bbox_dn: 0.364956 loss_giou_dn: 0.924788 loss_class_aux_dn: 2.697677 loss_bbox_aux_dn: 1.917249 loss_giou_aux_dn: 4.823395 loss: 26.765402 eta: 51 days, 17:56:52 batch_cost: 1.0548 data_cost: 0.0575 ips: 7.5846 images/s [07/19 07:28:13] ppdet.engine INFO: Epoch: [0] [ 2300/54024] learning_rate: 0.000100 loss_class: 0.875831 loss_bbox: 0.283432 loss_giou: 0.868654 loss_class_aux: 5.142206 loss_bbox_aux: 1.832524 loss_giou_aux: 5.496317 loss_class_dn: 0.546093 loss_bbox_dn: 0.365975 loss_giou_dn: 0.910032 loss_class_aux_dn: 2.494823 loss_bbox_aux_dn: 1.948156 loss_giou_aux_dn: 4.750118 loss: 26.313672 eta: 51 days, 2:32:40 batch_cost: 0.8225 data_cost: 0.0007 ips: 9.7259 images/s [07/19 07:29:50] ppdet.engine INFO: Epoch: [0] [ 2400/54024] learning_rate: 0.000100 loss_class: 0.916014 loss_bbox: 0.292875 loss_giou: 0.879337 loss_class_aux: 5.365283 loss_bbox_aux: 1.935781 loss_giou_aux: 5.591431 loss_class_dn: 0.558376 loss_bbox_dn: 0.382790 loss_giou_dn: 0.917358 loss_class_aux_dn: 2.612674 loss_bbox_aux_dn: 2.004480 loss_giou_aux_dn: 4.819293 loss: 26.423337 eta: 50 days, 16:51:59 batch_cost: 0.9214 data_cost: 0.0008 ips: 8.6828 images/s [07/19 07:31:38] ppdet.engine INFO: Epoch: [0] [ 2500/54024] learning_rate: 0.000100 loss_class: 0.870735 loss_bbox: 0.261561 loss_giou: 0.831862 loss_class_aux: 5.084547 loss_bbox_aux: 1.740421 loss_giou_aux: 5.326268 loss_class_dn: 0.532833 loss_bbox_dn: 0.345869 loss_giou_dn: 0.830232 loss_class_aux_dn: 2.481246 loss_bbox_aux_dn: 1.836824 loss_giou_aux_dn: 4.430130 loss: 24.303965 eta: 50 days, 12:45:00 batch_cost: 1.0323 data_cost: 0.1144 ips: 7.7496 images/s [07/19 07:33:25] ppdet.engine INFO: Epoch: [0] [ 2600/54024] learning_rate: 0.000100 loss_class: 0.838908 loss_bbox: 0.259080 loss_giou: 0.838414 loss_class_aux: 4.994658 loss_bbox_aux: 1.690218 loss_giou_aux: 5.295123 loss_class_dn: 0.529947 loss_bbox_dn: 0.340145 loss_giou_dn: 0.850171 loss_class_aux_dn: 2.479900 loss_bbox_aux_dn: 1.779170 loss_giou_aux_dn: 4.510542 loss: 25.007162 eta: 50 days, 8:24:43 batch_cost: 1.0194 data_cost: 0.0241 ips: 7.8478 images/s [07/19 07:34:55] ppdet.engine INFO: Epoch: [0] [ 2700/54024] learning_rate: 0.000100 loss_class: 0.906582 loss_bbox: 0.290948 loss_giou: 0.925115 loss_class_aux: 5.467674 loss_bbox_aux: 1.865540 loss_giou_aux: 5.853626 loss_class_dn: 0.562986 loss_bbox_dn: 0.365513 loss_giou_dn: 0.906761 loss_class_aux_dn: 2.637408 loss_bbox_aux_dn: 1.925919 loss_giou_aux_dn: 4.811970 loss: 27.141904 eta: 49 days, 21:34:43 batch_cost: 0.8489 data_cost: 0.0007 ips: 9.4236 images/s [07/19 07:36:33] ppdet.engine INFO: Epoch: [0] [ 2800/54024] learning_rate: 0.000100 loss_class: 0.845473 loss_bbox: 0.241634 loss_giou: 0.826070 loss_class_aux: 4.962175 loss_bbox_aux: 1.567356 loss_giou_aux: 5.241541 loss_class_dn: 0.504246 loss_bbox_dn: 0.300322 loss_giou_dn: 0.835824 loss_class_aux_dn: 2.353931 loss_bbox_aux_dn: 1.579170 loss_giou_aux_dn: 4.380530 loss: 23.934119 eta: 49 days, 15:02:06 batch_cost: 0.9402 data_cost: 0.0007 ips: 8.5089 images/s [07/19 07:38:07] ppdet.engine INFO: Epoch: [0] [ 2900/54024] learning_rate: 0.000100 loss_class: 0.879121 loss_bbox: 0.269130 loss_giou: 0.892873 loss_class_aux: 5.200881 loss_bbox_aux: 1.752810 loss_giou_aux: 5.617162 loss_class_dn: 0.544394 loss_bbox_dn: 0.335290 loss_giou_dn: 0.894033 loss_class_aux_dn: 2.538704 loss_bbox_aux_dn: 1.795173 loss_giou_aux_dn: 4.729689 loss: 25.535675 eta: 49 days, 6:50:20 batch_cost: 0.8837 data_cost: 0.0035 ips: 9.0527 images/s [07/19 07:39:41] ppdet.engine INFO: Epoch: [0] [ 3000/54024] learning_rate: 0.000100 loss_class: 0.783956 loss_bbox: 0.241788 loss_giou: 0.817912 loss_class_aux: 4.684590 loss_bbox_aux: 1.617274 loss_giou_aux: 5.146053 loss_class_dn: 0.489001 loss_bbox_dn: 0.304700 loss_giou_dn: 0.799237 loss_class_aux_dn: 2.391013 loss_bbox_aux_dn: 1.635738 loss_giou_aux_dn: 4.276482 loss: 24.294520 eta: 48 days, 23:26:03 batch_cost: 0.8906 data_cost: 0.0246 ips: 8.9830 images/s [07/19 07:41:18] ppdet.engine INFO: Epoch: [0] [ 3100/54024] learning_rate: 0.000100 loss_class: 0.850653 loss_bbox: 0.235529 loss_giou: 0.759346 loss_class_aux: 5.082011 loss_bbox_aux: 1.558505 loss_giou_aux: 4.862941 loss_class_dn: 0.517232 loss_bbox_dn: 0.340122 loss_giou_dn: 0.786363 loss_class_aux_dn: 2.437634 loss_bbox_aux_dn: 1.822937 loss_giou_aux_dn: 4.225235 loss: 23.776733 eta: 48 days, 17:38:37 batch_cost: 0.9233 data_cost: 0.0217 ips: 8.6649 images/s [07/19 07:43:02] ppdet.engine INFO: Epoch: [0] [ 3200/54024] learning_rate: 0.000100 loss_class: 0.894060 loss_bbox: 0.255649 loss_giou: 0.819343 loss_class_aux: 5.255398 loss_bbox_aux: 1.747995 loss_giou_aux: 5.128797 loss_class_dn: 0.527860 loss_bbox_dn: 0.350359 loss_giou_dn: 0.831930 loss_class_aux_dn: 2.494042 loss_bbox_aux_dn: 1.874693 loss_giou_aux_dn: 4.394776 loss: 25.081892 eta: 48 days, 14:40:16 batch_cost: 0.9961 data_cost: 0.0383 ips: 8.0310 images/s [07/19 07:44:38] ppdet.engine INFO: Epoch: [0] [ 3300/54024] learning_rate: 0.000100 loss_class: 0.840931 loss_bbox: 0.244676 loss_giou: 0.811059 loss_class_aux: 4.996293 loss_bbox_aux: 1.598553 loss_giou_aux: 5.180143 loss_class_dn: 0.528082 loss_bbox_dn: 0.309437 loss_giou_dn: 0.805764 loss_class_aux_dn: 2.462848 loss_bbox_aux_dn: 1.653150 loss_giou_aux_dn: 4.278495 loss: 23.980309 eta: 48 days, 8:58:19 batch_cost: 0.9073 data_cost: 0.0647 ips: 8.8173 images/s [07/19 07:46:04] ppdet.engine INFO: Epoch: [0] [ 3400/54024] learning_rate: 0.000100 loss_class: 0.833408 loss_bbox: 0.239565 loss_giou: 0.842596 loss_class_aux: 4.935308 loss_bbox_aux: 1.592060 loss_giou_aux: 5.310428 loss_class_dn: 0.521218 loss_bbox_dn: 0.308161 loss_giou_dn: 0.826935 loss_class_aux_dn: 2.508736 loss_bbox_aux_dn: 1.672767 loss_giou_aux_dn: 4.368641 loss: 24.177868 eta: 48 days, 0:38:10 batch_cost: 0.8137 data_cost: 0.0018 ips: 9.8312 images/s [07/19 07:47:41] ppdet.engine INFO: Epoch: [0] [ 3500/54024] learning_rate: 0.000100 loss_class: 0.833170 loss_bbox: 0.230125 loss_giou: 0.802533 loss_class_aux: 5.027233 loss_bbox_aux: 1.510024 loss_giou_aux: 5.025233 loss_class_dn: 0.485296 loss_bbox_dn: 0.317925 loss_giou_dn: 0.812517 loss_class_aux_dn: 2.342546 loss_bbox_aux_dn: 1.657622 loss_giou_aux_dn: 4.270522 loss: 23.244568 eta: 47 days, 20:12:24 batch_cost: 0.9250 data_cost: 0.0163 ips: 8.6484 images/s [07/19 07:49:42] ppdet.engine INFO: Epoch: [0] [ 3600/54024] learning_rate: 0.000100 loss_class: 0.829562 loss_bbox: 0.227910 loss_giou: 0.801052 loss_class_aux: 4.988030 loss_bbox_aux: 1.470971 loss_giou_aux: 4.976142 loss_class_dn: 0.496993 loss_bbox_dn: 0.291811 loss_giou_dn: 0.792198 loss_class_aux_dn: 2.425963 loss_bbox_aux_dn: 1.564038 loss_giou_aux_dn: 4.280909 loss: 24.268668 eta: 47 days, 23:05:02 batch_cost: 1.1606 data_cost: 0.2799 ips: 6.8930 images/s [07/19 07:51:16] ppdet.engine INFO: Epoch: [0] [ 3700/54024] learning_rate: 0.000100 loss_class: 0.863443 loss_bbox: 0.239968 loss_giou: 0.798908 loss_class_aux: 5.159800 loss_bbox_aux: 1.560387 loss_giou_aux: 5.128438 loss_class_dn: 0.505783 loss_bbox_dn: 0.313181 loss_giou_dn: 0.828304 loss_class_aux_dn: 2.445081 loss_bbox_aux_dn: 1.695147 loss_giou_aux_dn: 4.358401 loss: 23.752119 eta: 47 days, 18:02:28 batch_cost: 0.8945 data_cost: 0.0394 ips: 8.9440 images/s [07/19 07:52:53] ppdet.engine INFO: Epoch: [0] [ 3800/54024] learning_rate: 0.000100 loss_class: 0.826945 loss_bbox: 0.239305 loss_giou: 0.739357 loss_class_aux: 4.897905 loss_bbox_aux: 1.587667 loss_giou_aux: 4.720193 loss_class_dn: 0.507101 loss_bbox_dn: 0.306033 loss_giou_dn: 0.759599 loss_class_aux_dn: 2.407330 loss_bbox_aux_dn: 1.637033 loss_giou_aux_dn: 4.051531 loss: 22.872921 eta: 47 days, 13:52:55 batch_cost: 0.9163 data_cost: 0.0232 ips: 8.7311 images/s [07/19 07:54:28] ppdet.engine INFO: Epoch: [0] [ 3900/54024] learning_rate: 0.000100 loss_class: 0.834522 loss_bbox: 0.240328 loss_giou: 0.815253 loss_class_aux: 5.043591 loss_bbox_aux: 1.582007 loss_giou_aux: 5.101918 loss_class_dn: 0.490635 loss_bbox_dn: 0.319401 loss_giou_dn: 0.756532 loss_class_aux_dn: 2.381422 loss_bbox_aux_dn: 1.691274 loss_giou_aux_dn: 4.038294 loss: 23.142652 eta: 47 days, 9:27:07 batch_cost: 0.8988 data_cost: 0.0215 ips: 8.9006 images/s [07/19 07:56:06] ppdet.engine INFO: Epoch: [0] [ 4000/54024] learning_rate: 0.000100 loss_class: 0.851626 loss_bbox: 0.242598 loss_giou: 0.852848 loss_class_aux: 5.114173 loss_bbox_aux: 1.552586 loss_giou_aux: 5.358221 loss_class_dn: 0.524240 loss_bbox_dn: 0.300101 loss_giou_dn: 0.795822 loss_class_aux_dn: 2.530587 loss_bbox_aux_dn: 1.611965 loss_giou_aux_dn: 4.203685 loss: 24.739125 eta: 47 days, 6:13:16 batch_cost: 0.9351 data_cost: 0.0007 ips: 8.5551 images/s [07/19 07:57:48] ppdet.engine INFO: Epoch: [0] [ 4100/54024] learning_rate: 0.000100 loss_class: 0.837019 loss_bbox: 0.234792 loss_giou: 0.838014 loss_class_aux: 5.044385 loss_bbox_aux: 1.484262 loss_giou_aux: 5.199600 loss_class_dn: 0.504018 loss_bbox_dn: 0.295270 loss_giou_dn: 0.799802 loss_class_aux_dn: 2.430899 loss_bbox_aux_dn: 1.582313 loss_giou_aux_dn: 4.237360 loss: 23.449762 eta: 47 days, 4:16:22 batch_cost: 0.9779 data_cost: 0.0213 ips: 8.1808 images/s [07/19 07:59:23] ppdet.engine INFO: Epoch: [0] [ 4200/54024] learning_rate: 0.000100 loss_class: 0.804642 loss_bbox: 0.231677 loss_giou: 0.767530 loss_class_aux: 4.855228 loss_bbox_aux: 1.533895 loss_giou_aux: 4.868004 loss_class_dn: 0.508836 loss_bbox_dn: 0.303187 loss_giou_dn: 0.773703 loss_class_aux_dn: 2.491698 loss_bbox_aux_dn: 1.618207 loss_giou_aux_dn: 4.137558 loss: 23.288288 eta: 47 days, 0:16:59 batch_cost: 0.8949 data_cost: 0.0009 ips: 8.9396 images/s [07/19 08:00:59] ppdet.engine INFO: Epoch: [0] [ 4300/54024] learning_rate: 0.000100 loss_class: 0.824778 loss_bbox: 0.222179 loss_giou: 0.767548 loss_class_aux: 4.911934 loss_bbox_aux: 1.453553 loss_giou_aux: 4.816478 loss_class_dn: 0.480239 loss_bbox_dn: 0.280333 loss_giou_dn: 0.753181 loss_class_aux_dn: 2.315601 loss_bbox_aux_dn: 1.508533 loss_giou_aux_dn: 3.979255 loss: 22.371624 eta: 46 days, 20:50:50 batch_cost: 0.9096 data_cost: 0.0006 ips: 8.7950 images/s [07/19 08:02:28] ppdet.engine INFO: Epoch: [0] [ 4400/54024] learning_rate: 0.000100 loss_class: 0.819689 loss_bbox: 0.229716 loss_giou: 0.816199 loss_class_aux: 4.959206 loss_bbox_aux: 1.502157 loss_giou_aux: 5.076649 loss_class_dn: 0.483491 loss_bbox_dn: 0.307297 loss_giou_dn: 0.782137 loss_class_aux_dn: 2.330947 loss_bbox_aux_dn: 1.646356 loss_giou_aux_dn: 4.193243 loss: 23.779025 eta: 46 days, 15:57:22 batch_cost: 0.8439 data_cost: 0.0011 ips: 9.4793 images/s [07/19 08:03:58] ppdet.engine INFO: Epoch: [0] [ 4500/54024] learning_rate: 0.000100 loss_class: 0.863420 loss_bbox: 0.217844 loss_giou: 0.831144 loss_class_aux: 5.138310 loss_bbox_aux: 1.417327 loss_giou_aux: 5.200848 loss_class_dn: 0.511326 loss_bbox_dn: 0.289698 loss_giou_dn: 0.784313 loss_class_aux_dn: 2.523319 loss_bbox_aux_dn: 1.577172 loss_giou_aux_dn: 4.201560 loss: 23.933502 eta: 46 days, 11:28:09 batch_cost: 0.8518 data_cost: 0.0006 ips: 9.3920 images/s [07/19 08:05:37] ppdet.engine INFO: Epoch: [0] [ 4600/54024] learning_rate: 0.000100 loss_class: 0.858391 loss_bbox: 0.247229 loss_giou: 0.890236 loss_class_aux: 5.243156 loss_bbox_aux: 1.600455 loss_giou_aux: 5.580938 loss_class_dn: 0.522793 loss_bbox_dn: 0.304837 loss_giou_dn: 0.845299 loss_class_aux_dn: 2.570717 loss_bbox_aux_dn: 1.644262 loss_giou_aux_dn: 4.477324 loss: 25.023938 eta: 46 days, 9:18:50 batch_cost: 0.9429 data_cost: 0.0008 ips: 8.4844 images/s [07/19 08:07:10] ppdet.engine INFO: Epoch: [0] [ 4700/54024] learning_rate: 0.000100 loss_class: 0.825897 loss_bbox: 0.220073 loss_giou: 0.852589 loss_class_aux: 4.981087 loss_bbox_aux: 1.459390 loss_giou_aux: 5.306738 loss_class_dn: 0.506898 loss_bbox_dn: 0.273316 loss_giou_dn: 0.796800 loss_class_aux_dn: 2.444465 loss_bbox_aux_dn: 1.438075 loss_giou_aux_dn: 4.178407 loss: 23.319798 eta: 46 days, 5:38:58 batch_cost: 0.8732 data_cost: 0.0102 ips: 9.1614 images/s [07/19 08:08:42] ppdet.engine INFO: Epoch: [0] [ 4800/54024] learning_rate: 0.000100 loss_class: 0.820849 loss_bbox: 0.222275 loss_giou: 0.755679 loss_class_aux: 5.031060 loss_bbox_aux: 1.446329 loss_giou_aux: 4.869618 loss_class_dn: 0.490202 loss_bbox_dn: 0.289904 loss_giou_dn: 0.751875 loss_class_aux_dn: 2.373196 loss_bbox_aux_dn: 1.578987 loss_giou_aux_dn: 4.035051 loss: 22.579618 eta: 46 days, 2:23:22 batch_cost: 0.8845 data_cost: 0.0097 ips: 9.0448 images/s [07/19 08:10:19] ppdet.engine INFO: Epoch: [0] [ 4900/54024] learning_rate: 0.000100 loss_class: 0.845587 loss_bbox: 0.234488 loss_giou: 0.816958 loss_class_aux: 5.198689 loss_bbox_aux: 1.541106 loss_giou_aux: 5.127255 loss_class_dn: 0.513682 loss_bbox_dn: 0.294033 loss_giou_dn: 0.782669 loss_class_aux_dn: 2.504298 loss_bbox_aux_dn: 1.564149 loss_giou_aux_dn: 4.165565 loss: 23.532759 eta: 45 days, 23:55:25 batch_cost: 0.9145 data_cost: 0.0007 ips: 8.7475 images/s [07/19 08:11:57] ppdet.engine INFO: Epoch: [0] [ 5000/54024] learning_rate: 0.000100 loss_class: 0.821761 loss_bbox: 0.204134 loss_giou: 0.740846 loss_class_aux: 5.053166 loss_bbox_aux: 1.362270 loss_giou_aux: 4.644497 loss_class_dn: 0.466717 loss_bbox_dn: 0.282626 loss_giou_dn: 0.736565 loss_class_aux_dn: 2.288384 loss_bbox_aux_dn: 1.512962 loss_giou_aux_dn: 3.899213 loss: 21.777704 eta: 45 days, 22:02:22 batch_cost: 0.9370 data_cost: 0.0821 ips: 8.5381 images/s [07/19 08:13:38] ppdet.engine INFO: Epoch: [0] [ 5100/54024] learning_rate: 0.000100 loss_class: 0.812636 loss_bbox: 0.223961 loss_giou: 0.813535 loss_class_aux: 4.937177 loss_bbox_aux: 1.433277 loss_giou_aux: 5.080009 loss_class_dn: 0.489416 loss_bbox_dn: 0.279274 loss_giou_dn: 0.787012 loss_class_aux_dn: 2.391032 loss_bbox_aux_dn: 1.500940 loss_giou_aux_dn: 4.135499 loss: 23.423570 eta: 45 days, 20:39:01 batch_cost: 0.9569 data_cost: 0.0839 ips: 8.3600 images/s [07/19 08:15:18] ppdet.engine INFO: Epoch: [0] [ 5200/54024] learning_rate: 0.000100 loss_class: 0.824130 loss_bbox: 0.221616 loss_giou: 0.774025 loss_class_aux: 4.964782 loss_bbox_aux: 1.475142 loss_giou_aux: 4.933583 loss_class_dn: 0.476232 loss_bbox_dn: 0.284340 loss_giou_dn: 0.740823 loss_class_aux_dn: 2.352545 loss_bbox_aux_dn: 1.531377 loss_giou_aux_dn: 3.924885 loss: 22.432492 eta: 45 days, 19:13:30 batch_cost: 0.9527 data_cost: 0.0007 ips: 8.3974 images/s [07/19 08:16:47] ppdet.engine INFO: Epoch: [0] [ 5300/54024] learning_rate: 0.000100 loss_class: 0.796962 loss_bbox: 0.210304 loss_giou: 0.763960 loss_class_aux: 4.860329 loss_bbox_aux: 1.323315 loss_giou_aux: 4.844236 loss_class_dn: 0.479086 loss_bbox_dn: 0.262783 loss_giou_dn: 0.757455 loss_class_aux_dn: 2.345558 loss_bbox_aux_dn: 1.400203 loss_giou_aux_dn: 3.989022 loss: 22.279990 eta: 45 days, 15:33:13 batch_cost: 0.8397 data_cost: 0.0322 ips: 9.5270 images/s [07/19 08:18:16] ppdet.engine INFO: Epoch: [0] [ 5400/54024] learning_rate: 0.000100 loss_class: 0.845708 loss_bbox: 0.235011 loss_giou: 0.817128 loss_class_aux: 5.136992 loss_bbox_aux: 1.531822 loss_giou_aux: 5.189442 loss_class_dn: 0.510785 loss_bbox_dn: 0.305835 loss_giou_dn: 0.788806 loss_class_aux_dn: 2.495099 loss_bbox_aux_dn: 1.631427 loss_giou_aux_dn: 4.260053 loss: 24.562806 eta: 45 days, 12:09:23 batch_cost: 0.8467 data_cost: 0.0009 ips: 9.4484 images/s [07/19 08:19:50] ppdet.engine INFO: Epoch: [0] [ 5500/54024] learning_rate: 0.000100 loss_class: 0.811226 loss_bbox: 0.213723 loss_giou: 0.746786 loss_class_aux: 4.995112 loss_bbox_aux: 1.383016 loss_giou_aux: 4.711966 loss_class_dn: 0.481814 loss_bbox_dn: 0.278711 loss_giou_dn: 0.756976 loss_class_aux_dn: 2.399115 loss_bbox_aux_dn: 1.512062 loss_giou_aux_dn: 3.981827 loss: 22.850468 eta: 45 days, 9:41:40 batch_cost: 0.8881 data_cost: 0.0008 ips: 9.0078 images/s [07/19 08:21:18] ppdet.engine INFO: Epoch: [0] [ 5600/54024] learning_rate: 0.000100 loss_class: 0.783207 loss_bbox: 0.204652 loss_giou: 0.692680 loss_class_aux: 4.779965 loss_bbox_aux: 1.338889 loss_giou_aux: 4.352324 loss_class_dn: 0.460687 loss_bbox_dn: 0.274707 loss_giou_dn: 0.692663 loss_class_aux_dn: 2.247058 loss_bbox_aux_dn: 1.475232 loss_giou_aux_dn: 3.683842 loss: 21.682417 eta: 45 days, 6:16:33 batch_cost: 0.8339 data_cost: 0.0160 ips: 9.5929 images/s [07/19 08:22:58] ppdet.engine INFO: Epoch: [0] [ 5700/54024] learning_rate: 0.000100 loss_class: 0.803459 loss_bbox: 0.202839 loss_giou: 0.810585 loss_class_aux: 4.923011 loss_bbox_aux: 1.310541 loss_giou_aux: 5.096739 loss_class_dn: 0.474247 loss_bbox_dn: 0.256714 loss_giou_dn: 0.755079 loss_class_aux_dn: 2.367072 loss_bbox_aux_dn: 1.353668 loss_giou_aux_dn: 4.079903 loss: 22.089967 eta: 45 days, 5:15:51 batch_cost: 0.9548 data_cost: 0.0574 ips: 8.3785 images/s [07/19 08:24:43] ppdet.engine INFO: Epoch: [0] [ 5800/54024] learning_rate: 0.000100 loss_class: 0.801550 loss_bbox: 0.211605 loss_giou: 0.808264 loss_class_aux: 4.955588 loss_bbox_aux: 1.344923 loss_giou_aux: 5.072801 loss_class_dn: 0.471986 loss_bbox_dn: 0.266887 loss_giou_dn: 0.767728 loss_class_aux_dn: 2.365595 loss_bbox_aux_dn: 1.457447 loss_giou_aux_dn: 4.087844 loss: 22.724726 eta: 45 days, 5:05:52 batch_cost: 0.9985 data_cost: 0.1442 ips: 8.0123 images/s [07/19 08:26:26] ppdet.engine INFO: Epoch: [0] [ 5900/54024] learning_rate: 0.000100 loss_class: 0.851273 loss_bbox: 0.231041 loss_giou: 0.797041 loss_class_aux: 5.195536 loss_bbox_aux: 1.479016 loss_giou_aux: 5.025185 loss_class_dn: 0.517345 loss_bbox_dn: 0.287170 loss_giou_dn: 0.778082 loss_class_aux_dn: 2.537014 loss_bbox_aux_dn: 1.526409 loss_giou_aux_dn: 4.160234 loss: 24.281153 eta: 45 days, 4:35:51 batch_cost: 0.9799 data_cost: 0.0019 ips: 8.1638 images/s [07/19 08:27:55] ppdet.engine INFO: Epoch: [0] [ 6000/54024] learning_rate: 0.000100 loss_class: 0.781400 loss_bbox: 0.223071 loss_giou: 0.764791 loss_class_aux: 4.724921 loss_bbox_aux: 1.448814 loss_giou_aux: 4.725928 loss_class_dn: 0.449746 loss_bbox_dn: 0.290195 loss_giou_dn: 0.716279 loss_class_aux_dn: 2.254851 loss_bbox_aux_dn: 1.537188 loss_giou_aux_dn: 3.788272 loss: 21.621244 eta: 45 days, 1:41:44 batch_cost: 0.8455 data_cost: 0.0053 ips: 9.4623 images/s [07/19 08:29:30] ppdet.engine INFO: Epoch: [0] [ 6100/54024] learning_rate: 0.000100 loss_class: 0.813174 loss_bbox: 0.215772 loss_giou: 0.811662 loss_class_aux: 5.068915 loss_bbox_aux: 1.411827 loss_giou_aux: 5.091204 loss_class_dn: 0.490609 loss_bbox_dn: 0.276117 loss_giou_dn: 0.754717 loss_class_aux_dn: 2.415177 loss_bbox_aux_dn: 1.502445 loss_giou_aux_dn: 4.039734 loss: 22.985655 eta: 44 days, 23:53:48 batch_cost: 0.9025 data_cost: 0.0107 ips: 8.8641 images/s [07/19 08:31:07] ppdet.engine INFO: Epoch: [0] [ 6200/54024] learning_rate: 0.000100 loss_class: 0.769460 loss_bbox: 0.224331 loss_giou: 0.754912 loss_class_aux: 4.700709 loss_bbox_aux: 1.423358 loss_giou_aux: 4.694078 loss_class_dn: 0.461240 loss_bbox_dn: 0.265287 loss_giou_dn: 0.746597 loss_class_aux_dn: 2.286546 loss_bbox_aux_dn: 1.435152 loss_giou_aux_dn: 3.902792 loss: 21.878960 eta: 44 days, 22:24:48 batch_cost: 0.9174 data_cost: 0.0322 ips: 8.7206 images/s [07/19 08:32:39] ppdet.engine INFO: Epoch: [0] [ 6300/54024] learning_rate: 0.000100 loss_class: 0.850444 loss_bbox: 0.221255 loss_giou: 0.811817 loss_class_aux: 5.095829 loss_bbox_aux: 1.442173 loss_giou_aux: 5.129415 loss_class_dn: 0.500402 loss_bbox_dn: 0.280639 loss_giou_dn: 0.754550 loss_class_aux_dn: 2.455723 loss_bbox_aux_dn: 1.501248 loss_giou_aux_dn: 4.043424 loss: 23.122707 eta: 44 days, 20:05:37 batch_cost: 0.8658 data_cost: 0.0220 ips: 9.2401 images/s [07/19 08:34:21] ppdet.engine INFO: Epoch: [0] [ 6400/54024] learning_rate: 0.000100 loss_class: 0.786242 loss_bbox: 0.209922 loss_giou: 0.734472 loss_class_aux: 4.867770 loss_bbox_aux: 1.369410 loss_giou_aux: 4.563694 loss_class_dn: 0.459439 loss_bbox_dn: 0.260066 loss_giou_dn: 0.729783 loss_class_aux_dn: 2.318568 loss_bbox_aux_dn: 1.400697 loss_giou_aux_dn: 3.867309 loss: 21.508077 eta: 44 days, 19:42:53 batch_cost: 0.9767 data_cost: 0.0433 ips: 8.1907 images/s [07/19 08:36:04] ppdet.engine INFO: Epoch: [0] [ 6500/54024] learning_rate: 0.000100 loss_class: 0.894921 loss_bbox: 0.234158 loss_giou: 0.835149 loss_class_aux: 5.482419 loss_bbox_aux: 1.552748 loss_giou_aux: 5.303002 loss_class_dn: 0.522073 loss_bbox_dn: 0.299010 loss_giou_dn: 0.828643 loss_class_aux_dn: 2.584185 loss_bbox_aux_dn: 1.573477 loss_giou_aux_dn: 4.344179 loss: 25.197815 eta: 44 days, 19:21:20 batch_cost: 0.9773 data_cost: 0.0598 ips: 8.1862 images/s [07/19 08:37:33] ppdet.engine INFO: Epoch: [0] [ 6600/54024] learning_rate: 0.000100 loss_class: 0.770976 loss_bbox: 0.209535 loss_giou: 0.743164 loss_class_aux: 4.750808 loss_bbox_aux: 1.320284 loss_giou_aux: 4.639739 loss_class_dn: 0.457088 loss_bbox_dn: 0.273145 loss_giou_dn: 0.697559 loss_class_aux_dn: 2.268490 loss_bbox_aux_dn: 1.479115 loss_giou_aux_dn: 3.721172 loss: 21.492327 eta: 44 days, 16:54:07 batch_cost: 0.8485 data_cost: 0.0171 ips: 9.4288 images/s [07/19 08:39:16] ppdet.engine INFO: Epoch: [0] [ 6700/54024] learning_rate: 0.000100 loss_class: 0.796062 loss_bbox: 0.208768 loss_giou: 0.746987 loss_class_aux: 4.867440 loss_bbox_aux: 1.306109 loss_giou_aux: 4.656481 loss_class_dn: 0.449608 loss_bbox_dn: 0.269676 loss_giou_dn: 0.704612 loss_class_aux_dn: 2.289059 loss_bbox_aux_dn: 1.434731 loss_giou_aux_dn: 3.810498 loss: 21.947541 eta: 44 days, 16:35:24 batch_cost: 0.9770 data_cost: 0.0095 ips: 8.1883 images/s [07/19 08:40:55] ppdet.engine INFO: Epoch: [0] [ 6800/54024] learning_rate: 0.000100 loss_class: 0.821360 loss_bbox: 0.213955 loss_giou: 0.729362 loss_class_aux: 5.159490 loss_bbox_aux: 1.329354 loss_giou_aux: 4.539106 loss_class_dn: 0.492204 loss_bbox_dn: 0.292151 loss_giou_dn: 0.730301 loss_class_aux_dn: 2.448973 loss_bbox_aux_dn: 1.548527 loss_giou_aux_dn: 3.889112 loss: 22.729197 eta: 44 days, 15:34:56 batch_cost: 0.9326 data_cost: 0.0007 ips: 8.5780 images/s [07/19 08:42:35] ppdet.engine INFO: Epoch: [0] [ 6900/54024] learning_rate: 0.000100 loss_class: 0.818277 loss_bbox: 0.207379 loss_giou: 0.697224 loss_class_aux: 5.012625 loss_bbox_aux: 1.347811 loss_giou_aux: 4.395606 loss_class_dn: 0.477639 loss_bbox_dn: 0.263958 loss_giou_dn: 0.691699 loss_class_aux_dn: 2.371958 loss_bbox_aux_dn: 1.412217 loss_giou_aux_dn: 3.669449 loss: 21.692770 eta: 44 days, 14:55:06 batch_cost: 0.9528 data_cost: 0.0007 ips: 8.3964 images/s [07/19 08:44:10] ppdet.engine INFO: Epoch: [0] [ 7000/54024] learning_rate: 0.000100 loss_class: 0.809219 loss_bbox: 0.208325 loss_giou: 0.694495 loss_class_aux: 5.028006 loss_bbox_aux: 1.346037 loss_giou_aux: 4.368867 loss_class_dn: 0.463772 loss_bbox_dn: 0.258082 loss_giou_dn: 0.708467 loss_class_aux_dn: 2.352653 loss_bbox_aux_dn: 1.420852 loss_giou_aux_dn: 3.763142 loss: 21.598025 eta: 44 days, 13:32:49 batch_cost: 0.9057 data_cost: 0.0009 ips: 8.8331 images/s [07/19 08:45:42] ppdet.engine INFO: Epoch: [0] [ 7100/54024] learning_rate: 0.000100 loss_class: 0.838472 loss_bbox: 0.239378 loss_giou: 0.839137 loss_class_aux: 5.150815 loss_bbox_aux: 1.449550 loss_giou_aux: 5.238831 loss_class_dn: 0.498457 loss_bbox_dn: 0.280071 loss_giou_dn: 0.787055 loss_class_aux_dn: 2.507303 loss_bbox_aux_dn: 1.506867 loss_giou_aux_dn: 4.168341 loss: 23.771120 eta: 44 days, 11:44:47 batch_cost: 0.8749 data_cost: 0.0007 ips: 9.1436 images/s [07/19 08:47:18] ppdet.engine INFO: Epoch: [0] [ 7200/54024] learning_rate: 0.000100 loss_class: 0.778443 loss_bbox: 0.210142 loss_giou: 0.734720 loss_class_aux: 4.822648 loss_bbox_aux: 1.337582 loss_giou_aux: 4.630611 loss_class_dn: 0.457977 loss_bbox_dn: 0.249215 loss_giou_dn: 0.712681 loss_class_aux_dn: 2.261448 loss_bbox_aux_dn: 1.341684 loss_giou_aux_dn: 3.739162 loss: 21.374048 eta: 44 days, 10:23:59 batch_cost: 0.9019 data_cost: 0.0366 ips: 8.8698 images/s [07/19 08:49:00] ppdet.engine INFO: Epoch: [0] [ 7300/54024] learning_rate: 0.000100 loss_class: 0.788286 loss_bbox: 0.201677 loss_giou: 0.775268 loss_class_aux: 4.941181 loss_bbox_aux: 1.315055 loss_giou_aux: 4.880898 loss_class_dn: 0.473383 loss_bbox_dn: 0.263300 loss_giou_dn: 0.760842 loss_class_aux_dn: 2.402207 loss_bbox_aux_dn: 1.429935 loss_giou_aux_dn: 4.007339 loss: 22.310534 eta: 44 days, 10:08:48 batch_cost: 0.9735 data_cost: 0.0073 ips: 8.2175 images/s [07/19 08:50:41] ppdet.engine INFO: Epoch: [0] [ 7400/54024] learning_rate: 0.000100 loss_class: 0.826199 loss_bbox: 0.213383 loss_giou: 0.775401 loss_class_aux: 5.033860 loss_bbox_aux: 1.377539 loss_giou_aux: 4.808422 loss_class_dn: 0.492334 loss_bbox_dn: 0.284132 loss_giou_dn: 0.741063 loss_class_aux_dn: 2.464592 loss_bbox_aux_dn: 1.518331 loss_giou_aux_dn: 3.902227 loss: 22.220804 eta: 44 days, 9:40:42 batch_cost: 0.9583 data_cost: 0.0195 ips: 8.3478 images/s [07/19 08:52:24] ppdet.engine INFO: Epoch: [0] [ 7500/54024] learning_rate: 0.000100 loss_class: 0.821092 loss_bbox: 0.208915 loss_giou: 0.747374 loss_class_aux: 4.974960 loss_bbox_aux: 1.368691 loss_giou_aux: 4.760708 loss_class_dn: 0.468003 loss_bbox_dn: 0.265772 loss_giou_dn: 0.723741 loss_class_aux_dn: 2.371988 loss_bbox_aux_dn: 1.422773 loss_giou_aux_dn: 3.831970 loss: 21.800423 eta: 44 days, 9:31:34 batch_cost: 0.9795 data_cost: 0.0232 ips: 8.1674 images/s [07/19 08:53:59] ppdet.engine INFO: Epoch: [0] [ 7600/54024] learning_rate: 0.000100 loss_class: 0.802581 loss_bbox: 0.201113 loss_giou: 0.732451 loss_class_aux: 4.918954 loss_bbox_aux: 1.284096 loss_giou_aux: 4.627014 loss_class_dn: 0.467547 loss_bbox_dn: 0.275649 loss_giou_dn: 0.723008 loss_class_aux_dn: 2.351931 loss_bbox_aux_dn: 1.459347 loss_giou_aux_dn: 3.824948 loss: 21.557555 eta: 44 days, 8:16:05 batch_cost: 0.9013 data_cost: 0.0008 ips: 8.8758 images/s [07/19 08:55:41] ppdet.engine INFO: Epoch: [0] [ 7700/54024] learning_rate: 0.000100 loss_class: 0.766996 loss_bbox: 0.199875 loss_giou: 0.697422 loss_class_aux: 4.767978 loss_bbox_aux: 1.280290 loss_giou_aux: 4.376146 loss_class_dn: 0.431491 loss_bbox_dn: 0.255901 loss_giou_dn: 0.673095 loss_class_aux_dn: 2.174159 loss_bbox_aux_dn: 1.367169 loss_giou_aux_dn: 3.563751 loss: 20.502857 eta: 44 days, 7:55:50 batch_cost: 0.9648 data_cost: 0.0701 ips: 8.2921 images/s [07/19 08:57:14] ppdet.engine INFO: Epoch: [0] [ 7800/54024] learning_rate: 0.000100 loss_class: 0.798305 loss_bbox: 0.220374 loss_giou: 0.779287 loss_class_aux: 4.871834 loss_bbox_aux: 1.364077 loss_giou_aux: 4.867726 loss_class_dn: 0.490185 loss_bbox_dn: 0.267960 loss_giou_dn: 0.746243 loss_class_aux_dn: 2.473604 loss_bbox_aux_dn: 1.462191 loss_giou_aux_dn: 3.945020 loss: 22.426586 eta: 44 days, 6:31:36 batch_cost: 0.8871 data_cost: 0.0132 ips: 9.0185 images/s [07/19 08:58:53] ppdet.engine INFO: Epoch: [0] [ 7900/54024] learning_rate: 0.000100 loss_class: 0.751930 loss_bbox: 0.194433 loss_giou: 0.737241 loss_class_aux: 4.673984 loss_bbox_aux: 1.272234 loss_giou_aux: 4.633524 loss_class_dn: 0.454914 loss_bbox_dn: 0.254624 loss_giou_dn: 0.726294 loss_class_aux_dn: 2.269412 loss_bbox_aux_dn: 1.343499 loss_giou_aux_dn: 3.847970 loss: 21.732632 eta: 44 days, 5:51:18 batch_cost: 0.9381 data_cost: 0.1008 ips: 8.5276 images/s [07/19 09:00:35] ppdet.engine INFO: Epoch: [0] [ 8000/54024] learning_rate: 0.000100 loss_class: 0.769870 loss_bbox: 0.202713 loss_giou: 0.697937 loss_class_aux: 4.833595 loss_bbox_aux: 1.313465 loss_giou_aux: 4.373047 loss_class_dn: 0.454030 loss_bbox_dn: 0.256764 loss_giou_dn: 0.676682 loss_class_aux_dn: 2.293252 loss_bbox_aux_dn: 1.400169 loss_giou_aux_dn: 3.624094 loss: 21.482850 eta: 44 days, 5:40:25 batch_cost: 0.9733 data_cost: 0.0178 ips: 8.2192 images/s [07/19 09:02:17] ppdet.engine INFO: Epoch: [0] [ 8100/54024] learning_rate: 0.000100 loss_class: 0.807329 loss_bbox: 0.222104 loss_giou: 0.826023 loss_class_aux: 5.039340 loss_bbox_aux: 1.449910 loss_giou_aux: 5.188490 loss_class_dn: 0.484562 loss_bbox_dn: 0.269697 loss_giou_dn: 0.779411 loss_class_aux_dn: 2.440712 loss_bbox_aux_dn: 1.431742 loss_giou_aux_dn: 4.113869 loss: 23.445763 eta: 44 days, 5:27:31 batch_cost: 0.9705 data_cost: 0.0940 ips: 8.2429 images/s [07/19 09:04:05] ppdet.engine INFO: Epoch: [0] [ 8200/54024] learning_rate: 0.000100 loss_class: 0.783227 loss_bbox: 0.199209 loss_giou: 0.709858 loss_class_aux: 4.948939 loss_bbox_aux: 1.311502 loss_giou_aux: 4.508454 loss_class_dn: 0.464078 loss_bbox_dn: 0.252046 loss_giou_dn: 0.704687 loss_class_aux_dn: 2.378979 loss_bbox_aux_dn: 1.365632 loss_giou_aux_dn: 3.732658 loss: 21.875832 eta: 44 days, 6:03:49 batch_cost: 1.0325 data_cost: 0.0006 ips: 7.7478 images/s [07/19 09:05:37] ppdet.engine INFO: Epoch: [0] [ 8300/54024] learning_rate: 0.000100 loss_class: 0.802775 loss_bbox: 0.205389 loss_giou: 0.760455 loss_class_aux: 4.899625 loss_bbox_aux: 1.306159 loss_giou_aux: 4.736473 loss_class_dn: 0.457939 loss_bbox_dn: 0.255235 loss_giou_dn: 0.711206 loss_class_aux_dn: 2.328571 loss_bbox_aux_dn: 1.365507 loss_giou_aux_dn: 3.745074 loss: 21.541540 eta: 44 days, 4:32:06 batch_cost: 0.8694 data_cost: 0.0007 ips: 9.2013 images/s [07/19 09:07:09] ppdet.engine INFO: Epoch: [0] [ 8400/54024] learning_rate: 0.000100 loss_class: 0.799856 loss_bbox: 0.200489 loss_giou: 0.767606 loss_class_aux: 4.942996 loss_bbox_aux: 1.289816 loss_giou_aux: 4.837423 loss_class_dn: 0.477277 loss_bbox_dn: 0.249079 loss_giou_dn: 0.722532 loss_class_aux_dn: 2.415735 loss_bbox_aux_dn: 1.327203 loss_giou_aux_dn: 3.823758 loss: 22.135185 eta: 44 days, 3:04:47 batch_cost: 0.8724 data_cost: 0.0162 ips: 9.1705 images/s [07/19 09:08:41] ppdet.engine INFO: Epoch: [0] [ 8500/54024] learning_rate: 0.000100 loss_class: 0.744408 loss_bbox: 0.188699 loss_giou: 0.700891 loss_class_aux: 4.604337 loss_bbox_aux: 1.211285 loss_giou_aux: 4.368133 loss_class_dn: 0.433006 loss_bbox_dn: 0.231917 loss_giou_dn: 0.682542 loss_class_aux_dn: 2.192571 loss_bbox_aux_dn: 1.268334 loss_giou_aux_dn: 3.618006 loss: 20.706943 eta: 44 days, 1:35:54 batch_cost: 0.8677 data_cost: 0.0657 ips: 9.2201 images/s [07/19 09:10:20] ppdet.engine INFO: Epoch: [0] [ 8600/54024] learning_rate: 0.000100 loss_class: 0.794609 loss_bbox: 0.191000 loss_giou: 0.696903 loss_class_aux: 4.876954 loss_bbox_aux: 1.262762 loss_giou_aux: 4.282785 loss_class_dn: 0.452408 loss_bbox_dn: 0.253204 loss_giou_dn: 0.682590 loss_class_aux_dn: 2.291067 loss_bbox_aux_dn: 1.376715 loss_giou_aux_dn: 3.586831 loss: 21.041170 eta: 44 days, 1:06:34 batch_cost: 0.9441 data_cost: 0.0212 ips: 8.4734 images/s [07/19 09:11:53] ppdet.engine INFO: Epoch: [0] [ 8700/54024] learning_rate: 0.000100 loss_class: 0.759957 loss_bbox: 0.213706 loss_giou: 0.676880 loss_class_aux: 4.714227 loss_bbox_aux: 1.371927 loss_giou_aux: 4.212285 loss_class_dn: 0.441435 loss_bbox_dn: 0.265310 loss_giou_dn: 0.634941 loss_class_aux_dn: 2.208972 loss_bbox_aux_dn: 1.435651 loss_giou_aux_dn: 3.384167 loss: 20.314930 eta: 43 days, 23:53:57 batch_cost: 0.8851 data_cost: 0.0009 ips: 9.0390 images/s [07/19 09:13:35] ppdet.engine INFO: Epoch: [0] [ 8800/54024] learning_rate: 0.000100 loss_class: 0.806613 loss_bbox: 0.200553 loss_giou: 0.694834 loss_class_aux: 5.002366 loss_bbox_aux: 1.308627 loss_giou_aux: 4.424337 loss_class_dn: 0.459955 loss_bbox_dn: 0.263300 loss_giou_dn: 0.684045 loss_class_aux_dn: 2.295583 loss_bbox_aux_dn: 1.400887 loss_giou_aux_dn: 3.640888 loss: 21.177440 eta: 43 days, 23:40:11 batch_cost: 0.9629 data_cost: 0.0353 ips: 8.3081 images/s [07/19 09:15:08] ppdet.engine INFO: Epoch: [0] [ 8900/54024] learning_rate: 0.000100 loss_class: 0.795376 loss_bbox: 0.210963 loss_giou: 0.702026 loss_class_aux: 4.921516 loss_bbox_aux: 1.310298 loss_giou_aux: 4.437137 loss_class_dn: 0.469296 loss_bbox_dn: 0.266122 loss_giou_dn: 0.694286 loss_class_aux_dn: 2.392735 loss_bbox_aux_dn: 1.427127 loss_giou_aux_dn: 3.692765 loss: 21.494570 eta: 43 days, 22:35:40 batch_cost: 0.8927 data_cost: 0.0099 ips: 8.9614 images/s [07/19 09:16:43] ppdet.engine INFO: Epoch: [0] [ 9000/54024] learning_rate: 0.000100 loss_class: 0.759356 loss_bbox: 0.188595 loss_giou: 0.698493 loss_class_aux: 4.851325 loss_bbox_aux: 1.218387 loss_giou_aux: 4.355321 loss_class_dn: 0.435264 loss_bbox_dn: 0.259220 loss_giou_dn: 0.659709 loss_class_aux_dn: 2.181749 loss_bbox_aux_dn: 1.388597 loss_giou_aux_dn: 3.514094 loss: 20.270228 eta: 43 days, 21:35:59 batch_cost: 0.8975 data_cost: 0.0650 ips: 8.9138 images/s [07/19 09:18:16] ppdet.engine INFO: Epoch: [0] [ 9100/54024] learning_rate: 0.000100 loss_class: 0.800184 loss_bbox: 0.201900 loss_giou: 0.737409 loss_class_aux: 4.972922 loss_bbox_aux: 1.301925 loss_giou_aux: 4.612101 loss_class_dn: 0.459831 loss_bbox_dn: 0.277186 loss_giou_dn: 0.703857 loss_class_aux_dn: 2.353856 loss_bbox_aux_dn: 1.476001 loss_giou_aux_dn: 3.695277 loss: 21.561774 eta: 43 days, 20:27:36 batch_cost: 0.8834 data_cost: 0.0007 ips: 9.0554 images/s [07/19 09:19:55] ppdet.engine INFO: Epoch: [0] [ 9200/54024] learning_rate: 0.000100 loss_class: 0.768146 loss_bbox: 0.203630 loss_giou: 0.767721 loss_class_aux: 4.780696 loss_bbox_aux: 1.322335 loss_giou_aux: 4.786234 loss_class_dn: 0.457858 loss_bbox_dn: 0.251532 loss_giou_dn: 0.718154 loss_class_aux_dn: 2.330556 loss_bbox_aux_dn: 1.351246 loss_giou_aux_dn: 3.790601 loss: 21.587231 eta: 43 days, 20:02:31 batch_cost: 0.9430 data_cost: 0.0496 ips: 8.4837 images/s [07/19 09:21:34] ppdet.engine INFO: Epoch: [0] [ 9300/54024] learning_rate: 0.000100 loss_class: 0.784142 loss_bbox: 0.188550 loss_giou: 0.707893 loss_class_aux: 4.917318 loss_bbox_aux: 1.218861 loss_giou_aux: 4.449500 loss_class_dn: 0.449885 loss_bbox_dn: 0.263457 loss_giou_dn: 0.696208 loss_class_aux_dn: 2.254223 loss_bbox_aux_dn: 1.398318 loss_giou_aux_dn: 3.647663 loss: 20.891753 eta: 43 days, 19:32:46 batch_cost: 0.9356 data_cost: 0.0167 ips: 8.5510 images/s [07/19 09:23:30] ppdet.engine INFO: Epoch: [0] [ 9400/54024] learning_rate: 0.000100 loss_class: 0.822598 loss_bbox: 0.202310 loss_giou: 0.683241 loss_class_aux: 5.125211 loss_bbox_aux: 1.305791 loss_giou_aux: 4.254748 loss_class_dn: 0.449749 loss_bbox_dn: 0.271241 loss_giou_dn: 0.673974 loss_class_aux_dn: 2.291850 loss_bbox_aux_dn: 1.474012 loss_giou_aux_dn: 3.608320 loss: 21.424438 eta: 43 days, 21:09:02 batch_cost: 1.1179 data_cost: 0.0665 ips: 7.1566 images/s [07/19 09:24:58] ppdet.engine INFO: Epoch: [0] [ 9500/54024] learning_rate: 0.000100 loss_class: 0.746510 loss_bbox: 0.191774 loss_giou: 0.647321 loss_class_aux: 4.647619 loss_bbox_aux: 1.250700 loss_giou_aux: 4.037452 loss_class_dn: 0.430761 loss_bbox_dn: 0.237188 loss_giou_dn: 0.616868 loss_class_aux_dn: 2.170128 loss_bbox_aux_dn: 1.283148 loss_giou_aux_dn: 3.239910 loss: 19.900225 eta: 43 days, 19:27:43 batch_cost: 0.8306 data_cost: 0.0006 ips: 9.6316 images/s [07/19 09:26:39] ppdet.engine INFO: Epoch: [0] [ 9600/54024] learning_rate: 0.000100 loss_class: 0.766536 loss_bbox: 0.198179 loss_giou: 0.663347 loss_class_aux: 4.763231 loss_bbox_aux: 1.238251 loss_giou_aux: 4.137677 loss_class_dn: 0.446647 loss_bbox_dn: 0.243455 loss_giou_dn: 0.667590 loss_class_aux_dn: 2.284861 loss_bbox_aux_dn: 1.289489 loss_giou_aux_dn: 3.525943 loss: 20.547674 eta: 43 days, 19:17:17 batch_cost: 0.9624 data_cost: 0.0130 ips: 8.3121 images/s [07/19 09:28:11] ppdet.engine INFO: Epoch: [0] [ 9700/54024] learning_rate: 0.000100 loss_class: 0.786705 loss_bbox: 0.188943 loss_giou: 0.730183 loss_class_aux: 4.957985 loss_bbox_aux: 1.269982 loss_giou_aux: 4.554256 loss_class_dn: 0.450790 loss_bbox_dn: 0.264854 loss_giou_dn: 0.672767 loss_class_aux_dn: 2.288212 loss_bbox_aux_dn: 1.400237 loss_giou_aux_dn: 3.611487 loss: 20.913228 eta: 43 days, 18:03:21 batch_cost: 0.8669 data_cost: 0.0476 ips: 9.2282 images/s [07/19 09:29:44] ppdet.engine INFO: Epoch: [0] [ 9800/54024] learning_rate: 0.000100 loss_class: 0.834641 loss_bbox: 0.200204 loss_giou: 0.783967 loss_class_aux: 5.099751 loss_bbox_aux: 1.275057 loss_giou_aux: 4.885880 loss_class_dn: 0.471158 loss_bbox_dn: 0.265257 loss_giou_dn: 0.725061 loss_class_aux_dn: 2.366313 loss_bbox_aux_dn: 1.429806 loss_giou_aux_dn: 3.827967 loss: 22.668489 eta: 43 days, 16:58:53 batch_cost: 0.8790 data_cost: 0.0241 ips: 9.1010 images/s [07/19 09:31:20] ppdet.engine INFO: Epoch: [0] [ 9900/54024] learning_rate: 0.000100 loss_class: 0.797712 loss_bbox: 0.208686 loss_giou: 0.736042 loss_class_aux: 4.981019 loss_bbox_aux: 1.325514 loss_giou_aux: 4.640977 loss_class_dn: 0.456684 loss_bbox_dn: 0.254991 loss_giou_dn: 0.691106 loss_class_aux_dn: 2.331974 loss_bbox_aux_dn: 1.381649 loss_giou_aux_dn: 3.667694 loss: 21.286121 eta: 43 days, 16:19:36 batch_cost: 0.9157 data_cost: 0.0520 ips: 8.7369 images/s [07/19 09:32:50] ppdet.engine INFO: Epoch: [0] [10000/54024] learning_rate: 0.000100 loss_class: 0.834991 loss_bbox: 0.206736 loss_giou: 0.743567 loss_class_aux: 5.152144 loss_bbox_aux: 1.340871 loss_giou_aux: 4.666453 loss_class_dn: 0.484970 loss_bbox_dn: 0.243959 loss_giou_dn: 0.748458 loss_class_aux_dn: 2.447773 loss_bbox_aux_dn: 1.332347 loss_giou_aux_dn: 3.959029 loss: 22.734165 eta: 43 days, 14:57:01 batch_cost: 0.8475 data_cost: 0.0065 ips: 9.4397 images/s [07/19 09:34:29] ppdet.engine INFO: Epoch: [0] [10100/54024] learning_rate: 0.000100 loss_class: 0.780675 loss_bbox: 0.186479 loss_giou: 0.642593 loss_class_aux: 4.781049 loss_bbox_aux: 1.195629 loss_giou_aux: 4.108744 loss_class_dn: 0.437145 loss_bbox_dn: 0.240558 loss_giou_dn: 0.644639 loss_class_aux_dn: 2.213003 loss_bbox_aux_dn: 1.301837 loss_giou_aux_dn: 3.421137 loss: 20.381796 eta: 43 days, 14:36:18 batch_cost: 0.9416 data_cost: 0.0007 ips: 8.4958 images/s [07/19 09:35:55] ppdet.engine INFO: Epoch: [0] [10200/54024] learning_rate: 0.000100 loss_class: 0.785901 loss_bbox: 0.196235 loss_giou: 0.678096 loss_class_aux: 4.927668 loss_bbox_aux: 1.251075 loss_giou_aux: 4.234042 loss_class_dn: 0.434353 loss_bbox_dn: 0.241803 loss_giou_dn: 0.639341 loss_class_aux_dn: 2.207310 loss_bbox_aux_dn: 1.305811 loss_giou_aux_dn: 3.391990 loss: 20.132455 eta: 43 days, 12:50:52 batch_cost: 0.8074 data_cost: 0.0039 ips: 9.9087 images/s [07/19 09:37:42] ppdet.engine INFO: Epoch: [0] [10300/54024] learning_rate: 0.000100 loss_class: 0.794177 loss_bbox: 0.187585 loss_giou: 0.753059 loss_class_aux: 4.927644 loss_bbox_aux: 1.192702 loss_giou_aux: 4.717226 loss_class_dn: 0.461429 loss_bbox_dn: 0.231065 loss_giou_dn: 0.712586 loss_class_aux_dn: 2.366354 loss_bbox_aux_dn: 1.212180 loss_giou_aux_dn: 3.745606 loss: 21.363897 eta: 43 days, 13:22:46 batch_cost: 1.0230 data_cost: 0.0252 ips: 7.8205 images/s [07/19 09:39:17] ppdet.engine INFO: Epoch: [0] [10400/54024] learning_rate: 0.000100 loss_class: 0.735582 loss_bbox: 0.178121 loss_giou: 0.624376 loss_class_aux: 4.565911 loss_bbox_aux: 1.139821 loss_giou_aux: 3.876831 loss_class_dn: 0.417095 loss_bbox_dn: 0.226566 loss_giou_dn: 0.615901 loss_class_aux_dn: 2.103230 loss_bbox_aux_dn: 1.234056 loss_giou_aux_dn: 3.291762 loss: 19.073195 eta: 43 days, 12:35:39 batch_cost: 0.8969 data_cost: 0.0092 ips: 8.9196 images/s [07/19 09:40:43] ppdet.engine INFO: Epoch: [0] [10500/54024] learning_rate: 0.000100 loss_class: 0.814932 loss_bbox: 0.200195 loss_giou: 0.747511 loss_class_aux: 5.063376 loss_bbox_aux: 1.298089 loss_giou_aux: 4.662801 loss_class_dn: 0.470217 loss_bbox_dn: 0.250689 loss_giou_dn: 0.704073 loss_class_aux_dn: 2.410265 loss_bbox_aux_dn: 1.352483 loss_giou_aux_dn: 3.720079 loss: 21.749791 eta: 43 days, 10:54:24 batch_cost: 0.8076 data_cost: 0.0019 ips: 9.9063 images/s [07/19 09:42:25] ppdet.engine INFO: Epoch: [0] [10600/54024] learning_rate: 0.000100 loss_class: 0.800214 loss_bbox: 0.200433 loss_giou: 0.708292 loss_class_aux: 4.907976 loss_bbox_aux: 1.309367 loss_giou_aux: 4.436320 loss_class_dn: 0.467226 loss_bbox_dn: 0.249226 loss_giou_dn: 0.683778 loss_class_aux_dn: 2.397725 loss_bbox_aux_dn: 1.329296 loss_giou_aux_dn: 3.624590 loss: 21.434560 eta: 43 days, 10:54:42 batch_cost: 0.9710 data_cost: 0.0369 ips: 8.2392 images/s [07/19 09:44:08] ppdet.engine INFO: Epoch: [0] [10700/54024] learning_rate: 0.000100 loss_class: 0.768189 loss_bbox: 0.198172 loss_giou: 0.705116 loss_class_aux: 4.784815 loss_bbox_aux: 1.231072 loss_giou_aux: 4.501727 loss_class_dn: 0.445226 loss_bbox_dn: 0.248550 loss_giou_dn: 0.676508 loss_class_aux_dn: 2.244572 loss_bbox_aux_dn: 1.344243 loss_giou_aux_dn: 3.617427 loss: 21.310040 eta: 43 days, 10:57:57 batch_cost: 0.9759 data_cost: 0.0700 ips: 8.1975 images/s [07/19 09:45:34] ppdet.engine INFO: Epoch: [0] [10800/54024] learning_rate: 0.000100 loss_class: 0.757910 loss_bbox: 0.183976 loss_giou: 0.725372 loss_class_aux: 4.678880 loss_bbox_aux: 1.194054 loss_giou_aux: 4.529551 loss_class_dn: 0.442474 loss_bbox_dn: 0.237726 loss_giou_dn: 0.720147 loss_class_aux_dn: 2.256039 loss_bbox_aux_dn: 1.269796 loss_giou_aux_dn: 3.777884 loss: 20.937075 eta: 43 days, 9:22:53 batch_cost: 0.8118 data_cost: 0.0008 ips: 9.8546 images/s [07/19 09:47:11] ppdet.engine INFO: Epoch: [0] [10900/54024] learning_rate: 0.000100 loss_class: 0.771211 loss_bbox: 0.194740 loss_giou: 0.711468 loss_class_aux: 4.831078 loss_bbox_aux: 1.219658 loss_giou_aux: 4.460658 loss_class_dn: 0.445585 loss_bbox_dn: 0.247391 loss_giou_dn: 0.682187 loss_class_aux_dn: 2.283960 loss_bbox_aux_dn: 1.331449 loss_giou_aux_dn: 3.640290 loss: 21.188047 eta: 43 days, 8:51:21 batch_cost: 0.9161 data_cost: 0.0007 ips: 8.7331 images/s [07/19 09:48:50] ppdet.engine INFO: Epoch: [0] [11000/54024] learning_rate: 0.000100 loss_class: 0.777019 loss_bbox: 0.192311 loss_giou: 0.687819 loss_class_aux: 4.807312 loss_bbox_aux: 1.267320 loss_giou_aux: 4.291863 loss_class_dn: 0.453493 loss_bbox_dn: 0.250381 loss_giou_dn: 0.659050 loss_class_aux_dn: 2.336324 loss_bbox_aux_dn: 1.342234 loss_giou_aux_dn: 3.481498 loss: 21.091689 eta: 43 days, 8:31:21 batch_cost: 0.9347 data_cost: 0.0783 ips: 8.5585 images/s [07/19 09:50:23] ppdet.engine INFO: Epoch: [0] [11100/54024] learning_rate: 0.000100 loss_class: 0.800927 loss_bbox: 0.194582 loss_giou: 0.755826 loss_class_aux: 4.967058 loss_bbox_aux: 1.273105 loss_giou_aux: 4.770660 loss_class_dn: 0.466477 loss_bbox_dn: 0.261217 loss_giou_dn: 0.728987 loss_class_aux_dn: 2.379296 loss_bbox_aux_dn: 1.407255 loss_giou_aux_dn: 3.905759 loss: 22.207348 eta: 43 days, 7:43:06 batch_cost: 0.8856 data_cost: 0.0443 ips: 9.0330 images/s [07/19 09:51:55] ppdet.engine INFO: Epoch: [0] [11200/54024] learning_rate: 0.000100 loss_class: 0.786060 loss_bbox: 0.178554 loss_giou: 0.735615 loss_class_aux: 4.884083 loss_bbox_aux: 1.141875 loss_giou_aux: 4.591514 loss_class_dn: 0.451395 loss_bbox_dn: 0.232024 loss_giou_dn: 0.689851 loss_class_aux_dn: 2.278581 loss_bbox_aux_dn: 1.278730 loss_giou_aux_dn: 3.615142 loss: 20.754233 eta: 43 days, 6:44:16 batch_cost: 0.8659 data_cost: 0.0007 ips: 9.2391 images/s [07/19 09:53:56] ppdet.engine INFO: Epoch: [0] [11300/54024] learning_rate: 0.000100 loss_class: 0.753800 loss_bbox: 0.200252 loss_giou: 0.698455 loss_class_aux: 4.610205 loss_bbox_aux: 1.252000 loss_giou_aux: 4.418496 loss_class_dn: 0.440501 loss_bbox_dn: 0.248099 loss_giou_dn: 0.661675 loss_class_aux_dn: 2.221422 loss_bbox_aux_dn: 1.337482 loss_giou_aux_dn: 3.508006 loss: 20.251596 eta: 43 days, 8:35:43 batch_cost: 1.1618 data_cost: 0.1181 ips: 6.8859 images/s [07/19 09:55:34] ppdet.engine INFO: Epoch: [0] [11400/54024] learning_rate: 0.000100 loss_class: 0.761496 loss_bbox: 0.191542 loss_giou: 0.716147 loss_class_aux: 4.808672 loss_bbox_aux: 1.234116 loss_giou_aux: 4.446159 loss_class_dn: 0.449787 loss_bbox_dn: 0.252403 loss_giou_dn: 0.701871 loss_class_aux_dn: 2.304809 loss_bbox_aux_dn: 1.329820 loss_giou_aux_dn: 3.730655 loss: 21.762392 eta: 43 days, 8:19:40 batch_cost: 0.9404 data_cost: 0.0665 ips: 8.5069 images/s [07/19 09:57:07] ppdet.engine INFO: Epoch: [0] [11500/54024] learning_rate: 0.000100 loss_class: 0.796223 loss_bbox: 0.193121 loss_giou: 0.741874 loss_class_aux: 4.977930 loss_bbox_aux: 1.239040 loss_giou_aux: 4.651784 loss_class_dn: 0.456082 loss_bbox_dn: 0.243257 loss_giou_dn: 0.690439 loss_class_aux_dn: 2.318565 loss_bbox_aux_dn: 1.309938 loss_giou_aux_dn: 3.688433 loss: 21.198845 eta: 43 days, 7:28:02 batch_cost: 0.8767 data_cost: 0.0007 ips: 9.1256 images/s [07/19 09:58:37] ppdet.engine INFO: Epoch: [0] [11600/54024] learning_rate: 0.000100 loss_class: 0.796380 loss_bbox: 0.186416 loss_giou: 0.706995 loss_class_aux: 4.955491 loss_bbox_aux: 1.200758 loss_giou_aux: 4.452734 loss_class_dn: 0.454382 loss_bbox_dn: 0.240124 loss_giou_dn: 0.665797 loss_class_aux_dn: 2.318962 loss_bbox_aux_dn: 1.318684 loss_giou_aux_dn: 3.572932 loss: 21.067646 eta: 43 days, 6:23:35 batch_cost: 0.8521 data_cost: 0.0007 ips: 9.3883 images/s [07/19 10:00:13] ppdet.engine INFO: Epoch: [0] [11700/54024] learning_rate: 0.000100 loss_class: 0.784378 loss_bbox: 0.191869 loss_giou: 0.722826 loss_class_aux: 5.024997 loss_bbox_aux: 1.228436 loss_giou_aux: 4.537340 loss_class_dn: 0.447358 loss_bbox_dn: 0.237322 loss_giou_dn: 0.702419 loss_class_aux_dn: 2.287673 loss_bbox_aux_dn: 1.265228 loss_giou_aux_dn: 3.706816 loss: 20.325670 eta: 43 days, 5:50:33 batch_cost: 0.9070 data_cost: 0.0756 ips: 8.8201 images/s [07/19 10:01:44] ppdet.engine INFO: Epoch: [0] [11800/54024] learning_rate: 0.000100 loss_class: 0.794691 loss_bbox: 0.198107 loss_giou: 0.639028 loss_class_aux: 5.031308 loss_bbox_aux: 1.270337 loss_giou_aux: 4.025890 loss_class_dn: 0.449172 loss_bbox_dn: 0.254554 loss_giou_dn: 0.664101 loss_class_aux_dn: 2.302889 loss_bbox_aux_dn: 1.380334 loss_giou_aux_dn: 3.507238 loss: 21.139800 eta: 43 days, 4:51:26 batch_cost: 0.8584 data_cost: 0.0189 ips: 9.3195 images/s [07/19 10:03:12] ppdet.engine INFO: Epoch: [0] [11900/54024] learning_rate: 0.000100 loss_class: 0.787765 loss_bbox: 0.187494 loss_giou: 0.739031 loss_class_aux: 4.831751 loss_bbox_aux: 1.178106 loss_giou_aux: 4.552672 loss_class_dn: 0.444725 loss_bbox_dn: 0.255851 loss_giou_dn: 0.684667 loss_class_aux_dn: 2.290411 loss_bbox_aux_dn: 1.364694 loss_giou_aux_dn: 3.646217 loss: 21.421708 eta: 43 days, 3:39:07 batch_cost: 0.8324 data_cost: 0.0007 ips: 9.6113 images/s [07/19 10:04:41] ppdet.engine INFO: Epoch: [0] [12000/54024] learning_rate: 0.000100 loss_class: 0.775272 loss_bbox: 0.189007 loss_giou: 0.691561 loss_class_aux: 4.841863 loss_bbox_aux: 1.238436 loss_giou_aux: 4.313961 loss_class_dn: 0.455612 loss_bbox_dn: 0.240697 loss_giou_dn: 0.673268 loss_class_aux_dn: 2.313570 loss_bbox_aux_dn: 1.305434 loss_giou_aux_dn: 3.546770 loss: 21.367658 eta: 43 days, 2:34:19 batch_cost: 0.8441 data_cost: 0.0013 ips: 9.4775 images/s [07/19 10:06:28] ppdet.engine INFO: Epoch: [0] [12100/54024] learning_rate: 0.000100 loss_class: 0.801442 loss_bbox: 0.200519 loss_giou: 0.755484 loss_class_aux: 5.036720 loss_bbox_aux: 1.260018 loss_giou_aux: 4.728133 loss_class_dn: 0.485051 loss_bbox_dn: 0.256071 loss_giou_dn: 0.713066 loss_class_aux_dn: 2.444550 loss_bbox_aux_dn: 1.382501 loss_giou_aux_dn: 3.746023 loss: 22.287976 eta: 43 days, 3:06:33 batch_cost: 1.0238 data_cost: 0.0445 ips: 7.8139 images/s [07/19 10:08:10] ppdet.engine INFO: Epoch: [0] [12200/54024] learning_rate: 0.000100 loss_class: 0.766383 loss_bbox: 0.187560 loss_giou: 0.723857 loss_class_aux: 4.758839 loss_bbox_aux: 1.204183 loss_giou_aux: 4.453141 loss_class_dn: 0.437432 loss_bbox_dn: 0.248428 loss_giou_dn: 0.669228 loss_class_aux_dn: 2.247703 loss_bbox_aux_dn: 1.324588 loss_giou_aux_dn: 3.545407 loss: 20.862202 eta: 43 days, 3:12:44 batch_cost: 0.9757 data_cost: 0.1082 ips: 8.1992 images/s [07/19 10:09:42] ppdet.engine INFO: Epoch: [0] [12300/54024] learning_rate: 0.000100 loss_class: 0.803415 loss_bbox: 0.194859 loss_giou: 0.793991 loss_class_aux: 4.969766 loss_bbox_aux: 1.225084 loss_giou_aux: 4.917233 loss_class_dn: 0.455324 loss_bbox_dn: 0.221462 loss_giou_dn: 0.710944 loss_class_aux_dn: 2.322246 loss_bbox_aux_dn: 1.213088 loss_giou_aux_dn: 3.762597 loss: 21.513548 eta: 43 days, 2:23:34 batch_cost: 0.8706 data_cost: 0.0166 ips: 9.1893 images/s [07/19 10:11:16] ppdet.engine INFO: Epoch: [0] [12400/54024] learning_rate: 0.000100 loss_class: 0.799126 loss_bbox: 0.191859 loss_giou: 0.656091 loss_class_aux: 4.990610 loss_bbox_aux: 1.212707 loss_giou_aux: 4.197770 loss_class_dn: 0.452756 loss_bbox_dn: 0.259763 loss_giou_dn: 0.646730 loss_class_aux_dn: 2.325617 loss_bbox_aux_dn: 1.371017 loss_giou_aux_dn: 3.442644 loss: 20.504108 eta: 43 days, 1:44:04 batch_cost: 0.8876 data_cost: 0.0007 ips: 9.0127 images/s [07/19 10:13:09] ppdet.engine INFO: Epoch: [0] [12500/54024] learning_rate: 0.000100 loss_class: 0.803661 loss_bbox: 0.198201 loss_giou: 0.775625 loss_class_aux: 5.081649 loss_bbox_aux: 1.262728 loss_giou_aux: 4.794472 loss_class_dn: 0.460738 loss_bbox_dn: 0.242618 loss_giou_dn: 0.720193 loss_class_aux_dn: 2.343363 loss_bbox_aux_dn: 1.304237 loss_giou_aux_dn: 3.811892 loss: 21.720392 eta: 43 days, 2:47:45 batch_cost: 1.0861 data_cost: 0.0516 ips: 7.3657 images/s [07/19 10:14:52] ppdet.engine INFO: Epoch: [0] [12600/54024] learning_rate: 0.000100 loss_class: 0.798218 loss_bbox: 0.186609 loss_giou: 0.666736 loss_class_aux: 4.992757 loss_bbox_aux: 1.196980 loss_giou_aux: 4.200308 loss_class_dn: 0.445220 loss_bbox_dn: 0.245125 loss_giou_dn: 0.678761 loss_class_aux_dn: 2.282639 loss_bbox_aux_dn: 1.323509 loss_giou_aux_dn: 3.568693 loss: 20.747186 eta: 43 days, 2:55:19 batch_cost: 0.9787 data_cost: 0.0283 ips: 8.1743 images/s [07/19 10:16:26] ppdet.engine INFO: Epoch: [0] [12700/54024] learning_rate: 0.000100 loss_class: 0.738545 loss_bbox: 0.184545 loss_giou: 0.674875 loss_class_aux: 4.625796 loss_bbox_aux: 1.170614 loss_giou_aux: 4.235566 loss_class_dn: 0.435042 loss_bbox_dn: 0.224902 loss_giou_dn: 0.640616 loss_class_aux_dn: 2.223886 loss_bbox_aux_dn: 1.238757 loss_giou_aux_dn: 3.370561 loss: 19.625054 eta: 43 days, 2:21:22 batch_cost: 0.8974 data_cost: 0.0284 ips: 8.9149 images/s [07/19 10:18:03] ppdet.engine INFO: Epoch: [0] [12800/54024] learning_rate: 0.000100 loss_class: 0.748288 loss_bbox: 0.189264 loss_giou: 0.674183 loss_class_aux: 4.689378 loss_bbox_aux: 1.199283 loss_giou_aux: 4.248186 loss_class_dn: 0.424010 loss_bbox_dn: 0.234032 loss_giou_dn: 0.663706 loss_class_aux_dn: 2.187425 loss_bbox_aux_dn: 1.255584 loss_giou_aux_dn: 3.477885 loss: 19.858669 eta: 43 days, 1:59:27 batch_cost: 0.9202 data_cost: 0.0225 ips: 8.6940 images/s [07/19 10:20:02] ppdet.engine INFO: Epoch: [0] [12900/54024] learning_rate: 0.000100 loss_class: 0.791967 loss_bbox: 0.186835 loss_giou: 0.726105 loss_class_aux: 4.913438 loss_bbox_aux: 1.196022 loss_giou_aux: 4.546655 loss_class_dn: 0.457988 loss_bbox_dn: 0.234337 loss_giou_dn: 0.708492 loss_class_aux_dn: 2.373516 loss_bbox_aux_dn: 1.255060 loss_giou_aux_dn: 3.743712 loss: 21.451297 eta: 43 days, 3:32:18 batch_cost: 1.1487 data_cost: 0.0090 ips: 6.9643 images/s [07/19 10:21:41] ppdet.engine INFO: Epoch: [0] [13000/54024] learning_rate: 0.000100 loss_class: 0.768183 loss_bbox: 0.183126 loss_giou: 0.654978 loss_class_aux: 4.804387 loss_bbox_aux: 1.167594 loss_giou_aux: 4.078313 loss_class_dn: 0.440546 loss_bbox_dn: 0.261276 loss_giou_dn: 0.628341 loss_class_aux_dn: 2.248306 loss_bbox_aux_dn: 1.402567 loss_giou_aux_dn: 3.335327 loss: 20.172104 eta: 43 days, 3:17:07 batch_cost: 0.9343 data_cost: 0.0136 ips: 8.5628 images/s [07/19 10:23:08] ppdet.engine INFO: Epoch: [0] [13100/54024] learning_rate: 0.000100 loss_class: 0.775448 loss_bbox: 0.177775 loss_giou: 0.748517 loss_class_aux: 4.858887 loss_bbox_aux: 1.146129 loss_giou_aux: 4.687305 loss_class_dn: 0.459381 loss_bbox_dn: 0.222678 loss_giou_dn: 0.723269 loss_class_aux_dn: 2.344996 loss_bbox_aux_dn: 1.201002 loss_giou_aux_dn: 3.803381 loss: 21.286241 eta: 43 days, 2:10:39 batch_cost: 0.8299 data_cost: 0.0047 ips: 9.6402 images/s [07/19 10:24:48] ppdet.engine INFO: Epoch: [0] [13200/54024] learning_rate: 0.000100 loss_class: 0.766868 loss_bbox: 0.175830 loss_giou: 0.662872 loss_class_aux: 4.795018 loss_bbox_aux: 1.129069 loss_giou_aux: 4.157454 loss_class_dn: 0.432361 loss_bbox_dn: 0.236991 loss_giou_dn: 0.645766 loss_class_aux_dn: 2.251557 loss_bbox_aux_dn: 1.309691 loss_giou_aux_dn: 3.387704 loss: 19.864148 eta: 43 days, 2:00:27 batch_cost: 0.9428 data_cost: 0.0533 ips: 8.4850 images/s [07/19 10:26:17] ppdet.engine INFO: Epoch: [0] [13300/54024] learning_rate: 0.000100 loss_class: 0.821854 loss_bbox: 0.192707 loss_giou: 0.720596 loss_class_aux: 5.129301 loss_bbox_aux: 1.204999 loss_giou_aux: 4.525650 loss_class_dn: 0.467763 loss_bbox_dn: 0.237119 loss_giou_dn: 0.703275 loss_class_aux_dn: 2.410972 loss_bbox_aux_dn: 1.281723 loss_giou_aux_dn: 3.769781 loss: 21.886822 eta: 43 days, 1:02:01 batch_cost: 0.8432 data_cost: 0.0007 ips: 9.4874 images/s [07/19 10:28:13] ppdet.engine INFO: Epoch: [0] [13400/54024] learning_rate: 0.000100 loss_class: 0.724358 loss_bbox: 0.192984 loss_giou: 0.628889 loss_class_aux: 4.620156 loss_bbox_aux: 1.218240 loss_giou_aux: 3.910834 loss_class_dn: 0.412933 loss_bbox_dn: 0.252111 loss_giou_dn: 0.616764 loss_class_aux_dn: 2.103535 loss_bbox_aux_dn: 1.363202 loss_giou_aux_dn: 3.300553 loss: 19.722039 eta: 43 days, 2:14:46 batch_cost: 1.1136 data_cost: 0.1973 ips: 7.1839 images/s [07/19 10:29:52] ppdet.engine INFO: Epoch: [0] [13500/54024] learning_rate: 0.000100 loss_class: 0.788453 loss_bbox: 0.183636 loss_giou: 0.748518 loss_class_aux: 4.872660 loss_bbox_aux: 1.179627 loss_giou_aux: 4.745779 loss_class_dn: 0.456995 loss_bbox_dn: 0.232558 loss_giou_dn: 0.708891 loss_class_aux_dn: 2.373325 loss_bbox_aux_dn: 1.231960 loss_giou_aux_dn: 3.713398 loss: 21.146399 eta: 43 days, 2:07:24 batch_cost: 0.9485 data_cost: 0.0007 ips: 8.4348 images/s [07/19 10:31:43] ppdet.engine INFO: Epoch: [0] [13600/54024] learning_rate: 0.000100 loss_class: 0.782630 loss_bbox: 0.199690 loss_giou: 0.681964 loss_class_aux: 4.940566 loss_bbox_aux: 1.268041 loss_giou_aux: 4.255115 loss_class_dn: 0.453556 loss_bbox_dn: 0.252387 loss_giou_dn: 0.670817 loss_class_aux_dn: 2.326839 loss_bbox_aux_dn: 1.340066 loss_giou_aux_dn: 3.588659 loss: 21.643264 eta: 43 days, 2:52:51 batch_cost: 1.0595 data_cost: 0.0223 ips: 7.5507 images/s [07/19 10:33:15] ppdet.engine INFO: Epoch: [0] [13700/54024] learning_rate: 0.000100 loss_class: 0.755432 loss_bbox: 0.186580 loss_giou: 0.704324 loss_class_aux: 4.800029 loss_bbox_aux: 1.154239 loss_giou_aux: 4.510927 loss_class_dn: 0.444330 loss_bbox_dn: 0.222902 loss_giou_dn: 0.673495 loss_class_aux_dn: 2.306142 loss_bbox_aux_dn: 1.230369 loss_giou_aux_dn: 3.550587 loss: 20.865466 eta: 43 days, 2:09:57 batch_cost: 0.8736 data_cost: 0.0007 ips: 9.1579 images/s [07/19 10:34:54] ppdet.engine INFO: Epoch: [0] [13800/54024] learning_rate: 0.000100 loss_class: 0.802887 loss_bbox: 0.179167 loss_giou: 0.673843 loss_class_aux: 5.045435 loss_bbox_aux: 1.182564 loss_giou_aux: 4.189958 loss_class_dn: 0.454623 loss_bbox_dn: 0.242823 loss_giou_dn: 0.650763 loss_class_aux_dn: 2.310070 loss_bbox_aux_dn: 1.343785 loss_giou_aux_dn: 3.526731 loss: 20.793260 eta: 43 days, 1:59:56 batch_cost: 0.9425 data_cost: 0.0007 ips: 8.4877 images/s [07/19 10:36:29] ppdet.engine INFO: Epoch: [0] [13900/54024] learning_rate: 0.000100 loss_class: 0.764972 loss_bbox: 0.179392 loss_giou: 0.689147 loss_class_aux: 4.851731 loss_bbox_aux: 1.159932 loss_giou_aux: 4.313790 loss_class_dn: 0.429360 loss_bbox_dn: 0.232460 loss_giou_dn: 0.682430 loss_class_aux_dn: 2.218446 loss_bbox_aux_dn: 1.253958 loss_giou_aux_dn: 3.595509 loss: 20.808000 eta: 43 days, 1:32:47 batch_cost: 0.9054 data_cost: 0.0444 ips: 8.8358 images/s [07/19 10:38:12] ppdet.engine INFO: Epoch: [0] [14000/54024] learning_rate: 0.000100 loss_class: 0.775289 loss_bbox: 0.185664 loss_giou: 0.696262 loss_class_aux: 4.819265 loss_bbox_aux: 1.205694 loss_giou_aux: 4.347677 loss_class_dn: 0.425227 loss_bbox_dn: 0.236227 loss_giou_dn: 0.656749 loss_class_aux_dn: 2.225664 loss_bbox_aux_dn: 1.256173 loss_giou_aux_dn: 3.452484 loss: 21.096784 eta: 43 days, 1:41:04 batch_cost: 0.9814 data_cost: 0.0993 ips: 8.1515 images/s [07/19 10:39:57] ppdet.engine INFO: Epoch: [0] [14100/54024] learning_rate: 0.000100 loss_class: 0.776345 loss_bbox: 0.180194 loss_giou: 0.720055 loss_class_aux: 4.817251 loss_bbox_aux: 1.167858 loss_giou_aux: 4.498566 loss_class_dn: 0.449417 loss_bbox_dn: 0.219330 loss_giou_dn: 0.672280 loss_class_aux_dn: 2.334102 loss_bbox_aux_dn: 1.176459 loss_giou_aux_dn: 3.560233 loss: 21.009861 eta: 43 days, 1:56:23 batch_cost: 0.9971 data_cost: 0.1078 ips: 8.0236 images/s [07/19 10:41:25] ppdet.engine INFO: Epoch: [0] [14200/54024] learning_rate: 0.000100 loss_class: 0.735466 loss_bbox: 0.173680 loss_giou: 0.640012 loss_class_aux: 4.585707 loss_bbox_aux: 1.115310 loss_giou_aux: 4.009275 loss_class_dn: 0.412014 loss_bbox_dn: 0.218723 loss_giou_dn: 0.606494 loss_class_aux_dn: 2.123122 loss_bbox_aux_dn: 1.177310 loss_giou_aux_dn: 3.194369 loss: 19.064733 eta: 43 days, 0:56:32 batch_cost: 0.8324 data_cost: 0.0078 ips: 9.6112 images/s [07/19 10:43:05] ppdet.engine INFO: Epoch: [0] [14300/54024] learning_rate: 0.000100 loss_class: 0.761275 loss_bbox: 0.176628 loss_giou: 0.627632 loss_class_aux: 4.832675 loss_bbox_aux: 1.116365 loss_giou_aux: 3.927201 loss_class_dn: 0.425204 loss_bbox_dn: 0.221652 loss_giou_dn: 0.616305 loss_class_aux_dn: 2.196762 loss_bbox_aux_dn: 1.186747 loss_giou_aux_dn: 3.289846 loss: 19.965885 eta: 43 days, 0:51:24 batch_cost: 0.9517 data_cost: 0.0006 ips: 8.4061 images/s [07/19 10:44:42] ppdet.engine INFO: Epoch: [0] [14400/54024] learning_rate: 0.000100 loss_class: 0.797329 loss_bbox: 0.184433 loss_giou: 0.677762 loss_class_aux: 4.914918 loss_bbox_aux: 1.165395 loss_giou_aux: 4.319208 loss_class_dn: 0.445649 loss_bbox_dn: 0.245812 loss_giou_dn: 0.643284 loss_class_aux_dn: 2.305318 loss_bbox_aux_dn: 1.335893 loss_giou_aux_dn: 3.404456 loss: 20.515255 eta: 43 days, 0:32:14 batch_cost: 0.9203 data_cost: 0.0006 ips: 8.6931 images/s [07/19 10:46:16] ppdet.engine INFO: Epoch: [0] [14500/54024] learning_rate: 0.000100 loss_class: 0.727747 loss_bbox: 0.178165 loss_giou: 0.697795 loss_class_aux: 4.589222 loss_bbox_aux: 1.138412 loss_giou_aux: 4.331263 loss_class_dn: 0.412969 loss_bbox_dn: 0.224444 loss_giou_dn: 0.638549 loss_class_aux_dn: 2.134048 loss_bbox_aux_dn: 1.206451 loss_giou_aux_dn: 3.387250 loss: 19.685608 eta: 43 days, 0:02:05 batch_cost: 0.8951 data_cost: 0.0136 ips: 8.9379 images/s [07/19 10:47:47] ppdet.engine INFO: Epoch: [0] [14600/54024] learning_rate: 0.000100 loss_class: 0.742857 loss_bbox: 0.184812 loss_giou: 0.702774 loss_class_aux: 4.685361 loss_bbox_aux: 1.184687 loss_giou_aux: 4.367263 loss_class_dn: 0.423176 loss_bbox_dn: 0.244355 loss_giou_dn: 0.649795 loss_class_aux_dn: 2.195069 loss_bbox_aux_dn: 1.311759 loss_giou_aux_dn: 3.427700 loss: 20.508084 eta: 42 days, 23:18:34 batch_cost: 0.8640 data_cost: 0.0292 ips: 9.2595 images/s [07/19 10:49:41] ppdet.engine INFO: Epoch: [0] [14700/54024] learning_rate: 0.000100 loss_class: 0.787600 loss_bbox: 0.188941 loss_giou: 0.700442 loss_class_aux: 4.950310 loss_bbox_aux: 1.214622 loss_giou_aux: 4.363680 loss_class_dn: 0.443511 loss_bbox_dn: 0.238634 loss_giou_dn: 0.667230 loss_class_aux_dn: 2.282307 loss_bbox_aux_dn: 1.299726 loss_giou_aux_dn: 3.503462 loss: 20.158602 eta: 43 days, 0:12:55 batch_cost: 1.0854 data_cost: 0.0364 ips: 7.3703 images/s [07/19 10:51:34] ppdet.engine INFO: Epoch: [0] [14800/54024] learning_rate: 0.000100 loss_class: 0.795687 loss_bbox: 0.179340 loss_giou: 0.640988 loss_class_aux: 4.993556 loss_bbox_aux: 1.171734 loss_giou_aux: 4.059630 loss_class_dn: 0.435042 loss_bbox_dn: 0.237640 loss_giou_dn: 0.631187 loss_class_aux_dn: 2.241450 loss_bbox_aux_dn: 1.300817 loss_giou_aux_dn: 3.327720 loss: 20.374112 eta: 43 days, 1:06:48 batch_cost: 1.0861 data_cost: 0.0599 ips: 7.3658 images/s [07/19 10:53:17] ppdet.engine INFO: Epoch: [0] [14900/54024] learning_rate: 0.000100 loss_class: 0.765412 loss_bbox: 0.180818 loss_giou: 0.661993 loss_class_aux: 4.800491 loss_bbox_aux: 1.164736 loss_giou_aux: 4.147031 loss_class_dn: 0.430683 loss_bbox_dn: 0.217831 loss_giou_dn: 0.632901 loss_class_aux_dn: 2.207613 loss_bbox_aux_dn: 1.184704 loss_giou_aux_dn: 3.398486 loss: 20.644605 eta: 43 days, 1:13:14 batch_cost: 0.9784 data_cost: 0.0510 ips: 8.1769 images/s [07/19 10:54:42] ppdet.engine INFO: Epoch: [0] [15000/54024] learning_rate: 0.000100 loss_class: 0.740644 loss_bbox: 0.180670 loss_giou: 0.647353 loss_class_aux: 4.761642 loss_bbox_aux: 1.169721 loss_giou_aux: 4.014297 loss_class_dn: 0.426334 loss_bbox_dn: 0.229207 loss_giou_dn: 0.617894 loss_class_aux_dn: 2.203951 loss_bbox_aux_dn: 1.251545 loss_giou_aux_dn: 3.301438 loss: 19.841216 eta: 43 days, 0:05:17 batch_cost: 0.8058 data_cost: 0.0006 ips: 9.9281 images/s [07/19 10:56:22] ppdet.engine INFO: Epoch: [0] [15100/54024] learning_rate: 0.000100 loss_class: 0.776913 loss_bbox: 0.176483 loss_giou: 0.663713 loss_class_aux: 4.861135 loss_bbox_aux: 1.110560 loss_giou_aux: 4.091340 loss_class_dn: 0.420697 loss_bbox_dn: 0.217503 loss_giou_dn: 0.624391 loss_class_aux_dn: 2.161419 loss_bbox_aux_dn: 1.176539 loss_giou_aux_dn: 3.368252 loss: 20.052354 eta: 42 days, 23:59:00 batch_cost: 0.9480 data_cost: 0.1341 ips: 8.4390 images/s [07/19 10:57:55] ppdet.engine INFO: Epoch: [0] [15200/54024] learning_rate: 0.000100 loss_class: 0.802507 loss_bbox: 0.184132 loss_giou: 0.704359 loss_class_aux: 5.002754 loss_bbox_aux: 1.185217 loss_giou_aux: 4.382704 loss_class_dn: 0.456047 loss_bbox_dn: 0.229525 loss_giou_dn: 0.663116 loss_class_aux_dn: 2.327085 loss_bbox_aux_dn: 1.242869 loss_giou_aux_dn: 3.487480 loss: 20.596351 eta: 42 days, 23:24:41 batch_cost: 0.8818 data_cost: 0.0007 ips: 9.0722 images/s [07/19 10:59:36] ppdet.engine INFO: Epoch: [0] [15300/54024] learning_rate: 0.000100 loss_class: 0.814031 loss_bbox: 0.184817 loss_giou: 0.715350 loss_class_aux: 5.073126 loss_bbox_aux: 1.176311 loss_giou_aux: 4.449132 loss_class_dn: 0.459724 loss_bbox_dn: 0.231474 loss_giou_dn: 0.672224 loss_class_aux_dn: 2.384488 loss_bbox_aux_dn: 1.246690 loss_giou_aux_dn: 3.553203 loss: 21.343066 eta: 42 days, 23:26:00 batch_cost: 0.9652 data_cost: 0.0006 ips: 8.2881 images/s [07/19 11:01:02] ppdet.engine INFO: Epoch: [0] [15400/54024] learning_rate: 0.000100 loss_class: 0.731341 loss_bbox: 0.173021 loss_giou: 0.661845 loss_class_aux: 4.578432 loss_bbox_aux: 1.095252 loss_giou_aux: 4.063284 loss_class_dn: 0.420858 loss_bbox_dn: 0.230566 loss_giou_dn: 0.616241 loss_class_aux_dn: 2.206354 loss_bbox_aux_dn: 1.220654 loss_giou_aux_dn: 3.284824 loss: 19.374517 eta: 42 days, 22:22:28 batch_cost: 0.8107 data_cost: 0.0007 ips: 9.8685 images/s [07/19 11:02:31] ppdet.engine INFO: Epoch: [0] [15500/54024] learning_rate: 0.000100 loss_class: 0.759206 loss_bbox: 0.163023 loss_giou: 0.640030 loss_class_aux: 4.777293 loss_bbox_aux: 1.070331 loss_giou_aux: 4.028410 loss_class_dn: 0.435173 loss_bbox_dn: 0.205582 loss_giou_dn: 0.625330 loss_class_aux_dn: 2.275489 loss_bbox_aux_dn: 1.132346 loss_giou_aux_dn: 3.290237 loss: 19.786026 eta: 42 days, 21:33:16 batch_cost: 0.8431 data_cost: 0.0006 ips: 9.4886 images/s [07/19 11:04:01] ppdet.engine INFO: Epoch: [0] [15600/54024] learning_rate: 0.000100 loss_class: 0.775127 loss_bbox: 0.188068 loss_giou: 0.683550 loss_class_aux: 4.832175 loss_bbox_aux: 1.222597 loss_giou_aux: 4.335176 loss_class_dn: 0.443499 loss_bbox_dn: 0.242809 loss_giou_dn: 0.668382 loss_class_aux_dn: 2.305927 loss_bbox_aux_dn: 1.297905 loss_giou_aux_dn: 3.542725 loss: 20.536266 eta: 42 days, 20:46:10 batch_cost: 0.8467 data_cost: 0.0292 ips: 9.4482 images/s [07/19 11:05:29] ppdet.engine INFO: Epoch: [0] [15700/54024] learning_rate: 0.000100 loss_class: 0.786047 loss_bbox: 0.179696 loss_giou: 0.692728 loss_class_aux: 4.916878 loss_bbox_aux: 1.133631 loss_giou_aux: 4.346979 loss_class_dn: 0.446830 loss_bbox_dn: 0.231345 loss_giou_dn: 0.642843 loss_class_aux_dn: 2.310653 loss_bbox_aux_dn: 1.279850 loss_giou_aux_dn: 3.426832 loss: 20.911220 eta: 42 days, 19:54:24 batch_cost: 0.8340 data_cost: 0.0174 ips: 9.5924 images/s [07/19 11:07:10] ppdet.engine INFO: Epoch: [0] [15800/54024] learning_rate: 0.000100 loss_class: 0.736752 loss_bbox: 0.173870 loss_giou: 0.664760 loss_class_aux: 4.551884 loss_bbox_aux: 1.101572 loss_giou_aux: 4.111806 loss_class_dn: 0.402097 loss_bbox_dn: 0.213990 loss_giou_dn: 0.592440 loss_class_aux_dn: 2.095351 loss_bbox_aux_dn: 1.169756 loss_giou_aux_dn: 3.163522 loss: 19.183120 eta: 42 days, 19:52:53 batch_cost: 0.9553 data_cost: 0.0771 ips: 8.3739 images/s [07/19 11:08:40] ppdet.engine INFO: Epoch: [0] [15900/54024] learning_rate: 0.000100 loss_class: 0.784633 loss_bbox: 0.180867 loss_giou: 0.668888 loss_class_aux: 4.902636 loss_bbox_aux: 1.171222 loss_giou_aux: 4.232071 loss_class_dn: 0.448176 loss_bbox_dn: 0.239821 loss_giou_dn: 0.652252 loss_class_aux_dn: 2.303927 loss_bbox_aux_dn: 1.293026 loss_giou_aux_dn: 3.472321 loss: 20.538427 eta: 42 days, 19:11:44 batch_cost: 0.8578 data_cost: 0.0499 ips: 9.3264 images/s [07/19 11:10:15] ppdet.engine INFO: Epoch: [0] [16000/54024] learning_rate: 0.000100 loss_class: 0.773585 loss_bbox: 0.175879 loss_giou: 0.662557 loss_class_aux: 4.894202 loss_bbox_aux: 1.117762 loss_giou_aux: 4.130511 loss_class_dn: 0.436182 loss_bbox_dn: 0.214141 loss_giou_dn: 0.617367 loss_class_aux_dn: 2.263697 loss_bbox_aux_dn: 1.147556 loss_giou_aux_dn: 3.293960 loss: 19.430679 eta: 42 days, 18:48:03 batch_cost: 0.8998 data_cost: 0.0418 ips: 8.8906 images/s [07/19 11:11:48] ppdet.engine INFO: Epoch: [0] [16100/54024] learning_rate: 0.000100 loss_class: 0.754236 loss_bbox: 0.178784 loss_giou: 0.659124 loss_class_aux: 4.741342 loss_bbox_aux: 1.141715 loss_giou_aux: 4.168626 loss_class_dn: 0.428190 loss_bbox_dn: 0.227019 loss_giou_dn: 0.653526 loss_class_aux_dn: 2.208468 loss_bbox_aux_dn: 1.231330 loss_giou_aux_dn: 3.492357 loss: 20.256128 eta: 42 days, 18:17:15 batch_cost: 0.8814 data_cost: 0.0287 ips: 9.0762 images/s [07/19 11:13:25] ppdet.engine INFO: Epoch: [0] [16200/54024] learning_rate: 0.000100 loss_class: 0.796572 loss_bbox: 0.187186 loss_giou: 0.733674 loss_class_aux: 4.938429 loss_bbox_aux: 1.227234 loss_giou_aux: 4.490999 loss_class_dn: 0.460205 loss_bbox_dn: 0.226801 loss_giou_dn: 0.673791 loss_class_aux_dn: 2.357190 loss_bbox_aux_dn: 1.235342 loss_giou_aux_dn: 3.567807 loss: 21.045965 eta: 42 days, 18:03:02 batch_cost: 0.9221 data_cost: 0.0006 ips: 8.6759 images/s [07/19 11:15:04] ppdet.engine INFO: Epoch: [0] [16300/54024] learning_rate: 0.000100 loss_class: 0.801304 loss_bbox: 0.192662 loss_giou: 0.787265 loss_class_aux: 5.065078 loss_bbox_aux: 1.243607 loss_giou_aux: 4.910941 loss_class_dn: 0.468411 loss_bbox_dn: 0.236728 loss_giou_dn: 0.731215 loss_class_aux_dn: 2.430754 loss_bbox_aux_dn: 1.278881 loss_giou_aux_dn: 3.774204 loss: 22.302777 eta: 42 days, 17:55:46 batch_cost: 0.9392 data_cost: 0.0912 ips: 8.5174 images/s [07/19 11:16:41] ppdet.engine INFO: Epoch: [0] [16400/54024] learning_rate: 0.000100 loss_class: 0.745015 loss_bbox: 0.179252 loss_giou: 0.707385 loss_class_aux: 4.757881 loss_bbox_aux: 1.155114 loss_giou_aux: 4.459828 loss_class_dn: 0.440448 loss_bbox_dn: 0.224234 loss_giou_dn: 0.672441 loss_class_aux_dn: 2.281754 loss_bbox_aux_dn: 1.215029 loss_giou_aux_dn: 3.576235 loss: 20.404596 eta: 42 days, 17:39:02 batch_cost: 0.9150 data_cost: 0.0291 ips: 8.7429 images/s [07/19 11:18:28] ppdet.engine INFO: Epoch: [0] [16500/54024] learning_rate: 0.000100 loss_class: 0.760007 loss_bbox: 0.188178 loss_giou: 0.680235 loss_class_aux: 4.726205 loss_bbox_aux: 1.195824 loss_giou_aux: 4.279260 loss_class_dn: 0.441194 loss_bbox_dn: 0.229415 loss_giou_dn: 0.644345 loss_class_aux_dn: 2.304374 loss_bbox_aux_dn: 1.242305 loss_giou_aux_dn: 3.487219 loss: 20.411481 eta: 42 days, 18:07:30 batch_cost: 1.0301 data_cost: 0.0197 ips: 7.7663 images/s [07/19 11:20:07] ppdet.engine INFO: Epoch: [0] [16600/54024] learning_rate: 0.000100 loss_class: 0.770224 loss_bbox: 0.191769 loss_giou: 0.713087 loss_class_aux: 4.889732 loss_bbox_aux: 1.241022 loss_giou_aux: 4.510460 loss_class_dn: 0.433539 loss_bbox_dn: 0.241911 loss_giou_dn: 0.693087 loss_class_aux_dn: 2.234438 loss_bbox_aux_dn: 1.276763 loss_giou_aux_dn: 3.621631 loss: 20.793361 eta: 42 days, 18:01:54 batch_cost: 0.9435 data_cost: 0.0143 ips: 8.4795 images/s [07/19 11:21:35] ppdet.engine INFO: Epoch: [0] [16700/54024] learning_rate: 0.000100 loss_class: 0.758633 loss_bbox: 0.179859 loss_giou: 0.622638 loss_class_aux: 4.704136 loss_bbox_aux: 1.176250 loss_giou_aux: 3.855735 loss_class_dn: 0.413951 loss_bbox_dn: 0.231599 loss_giou_dn: 0.586920 loss_class_aux_dn: 2.142897 loss_bbox_aux_dn: 1.267644 loss_giou_aux_dn: 3.129415 loss: 19.404124 eta: 42 days, 17:13:28 batch_cost: 0.8325 data_cost: 0.0007 ips: 9.6100 images/s [07/19 11:23:02] ppdet.engine INFO: Epoch: [0] [16800/54024] learning_rate: 0.000100 loss_class: 0.729586 loss_bbox: 0.188774 loss_giou: 0.643802 loss_class_aux: 4.588483 loss_bbox_aux: 1.216996 loss_giou_aux: 4.049822 loss_class_dn: 0.420429 loss_bbox_dn: 0.236830 loss_giou_dn: 0.603431 loss_class_aux_dn: 2.156655 loss_bbox_aux_dn: 1.287107 loss_giou_aux_dn: 3.209680 loss: 19.546064 eta: 42 days, 16:23:55 batch_cost: 0.8281 data_cost: 0.0007 ips: 9.6607 images/s [07/19 11:24:46] ppdet.engine INFO: Epoch: [0] [16900/54024] learning_rate: 0.000100 loss_class: 0.748263 loss_bbox: 0.186233 loss_giou: 0.690947 loss_class_aux: 4.748754 loss_bbox_aux: 1.211023 loss_giou_aux: 4.324237 loss_class_dn: 0.449006 loss_bbox_dn: 0.235075 loss_giou_dn: 0.669031 loss_class_aux_dn: 2.311411 loss_bbox_aux_dn: 1.288223 loss_giou_aux_dn: 3.573212 loss: 20.378065 eta: 42 days, 16:34:37 batch_cost: 0.9844 data_cost: 0.0009 ips: 8.1269 images/s [07/19 11:26:18] ppdet.engine INFO: Epoch: [0] [17000/54024] learning_rate: 0.000100 loss_class: 0.758709 loss_bbox: 0.181748 loss_giou: 0.667599 loss_class_aux: 4.731505 loss_bbox_aux: 1.157017 loss_giou_aux: 4.153454 loss_class_dn: 0.424803 loss_bbox_dn: 0.234935 loss_giou_dn: 0.640070 loss_class_aux_dn: 2.213473 loss_bbox_aux_dn: 1.268439 loss_giou_aux_dn: 3.402504 loss: 20.438126 eta: 42 days, 16:04:42 batch_cost: 0.8778 data_cost: 0.0415 ips: 9.1137 images/s [07/19 11:27:58] ppdet.engine INFO: Epoch: [0] [17100/54024] learning_rate: 0.000100 loss_class: 0.759908 loss_bbox: 0.170338 loss_giou: 0.728318 loss_class_aux: 4.728607 loss_bbox_aux: 1.096872 loss_giou_aux: 4.555390 loss_class_dn: 0.443411 loss_bbox_dn: 0.213884 loss_giou_dn: 0.667339 loss_class_aux_dn: 2.301262 loss_bbox_aux_dn: 1.164975 loss_giou_aux_dn: 3.567999 loss: 20.408525 eta: 42 days, 16:02:38 batch_cost: 0.9507 data_cost: 0.0018 ips: 8.4149 images/s [07/19 11:29:45] ppdet.engine INFO: Epoch: [0] [17200/54024] learning_rate: 0.000100 loss_class: 0.788140 loss_bbox: 0.171918 loss_giou: 0.690898 loss_class_aux: 4.912024 loss_bbox_aux: 1.115763 loss_giou_aux: 4.330627 loss_class_dn: 0.448743 loss_bbox_dn: 0.222264 loss_giou_dn: 0.662245 loss_class_aux_dn: 2.322054 loss_bbox_aux_dn: 1.227176 loss_giou_aux_dn: 3.631215 loss: 20.932113 eta: 42 days, 16:26:34 batch_cost: 1.0199 data_cost: 0.0519 ips: 7.8435 images/s [07/19 11:31:13] ppdet.engine INFO: Epoch: [0] [17300/54024] learning_rate: 0.000100 loss_class: 0.744585 loss_bbox: 0.174522 loss_giou: 0.690839 loss_class_aux: 4.756428 loss_bbox_aux: 1.108015 loss_giou_aux: 4.305068 loss_class_dn: 0.429756 loss_bbox_dn: 0.232464 loss_giou_dn: 0.637875 loss_class_aux_dn: 2.189934 loss_bbox_aux_dn: 1.267252 loss_giou_aux_dn: 3.380443 loss: 20.471018 eta: 42 days, 15:41:38 batch_cost: 0.8362 data_cost: 0.0039 ips: 9.5676 images/s [07/19 11:32:45] ppdet.engine INFO: Epoch: [0] [17400/54024] learning_rate: 0.000100 loss_class: 0.716000 loss_bbox: 0.179906 loss_giou: 0.674778 loss_class_aux: 4.467060 loss_bbox_aux: 1.177128 loss_giou_aux: 4.249871 loss_class_dn: 0.407777 loss_bbox_dn: 0.213945 loss_giou_dn: 0.652716 loss_class_aux_dn: 2.122643 loss_bbox_aux_dn: 1.187648 loss_giou_aux_dn: 3.459323 loss: 19.300747 eta: 42 days, 15:09:14 batch_cost: 0.8686 data_cost: 0.0006 ips: 9.2104 images/s [07/19 11:34:18] ppdet.engine INFO: Epoch: [0] [17500/54024] learning_rate: 0.000100 loss_class: 0.766410 loss_bbox: 0.172752 loss_giou: 0.675954 loss_class_aux: 4.864495 loss_bbox_aux: 1.133329 loss_giou_aux: 4.243146 loss_class_dn: 0.432952 loss_bbox_dn: 0.232554 loss_giou_dn: 0.646928 loss_class_aux_dn: 2.259464 loss_bbox_aux_dn: 1.277529 loss_giou_aux_dn: 3.467414 loss: 20.635662 eta: 42 days, 14:42:14 batch_cost: 0.8823 data_cost: 0.0007 ips: 9.0673 images/s [07/19 11:36:02] ppdet.engine INFO: Epoch: [0] [17600/54024] learning_rate: 0.000100 loss_class: 0.752373 loss_bbox: 0.182155 loss_giou: 0.688630 loss_class_aux: 4.747813 loss_bbox_aux: 1.175990 loss_giou_aux: 4.363842 loss_class_dn: 0.437395 loss_bbox_dn: 0.224236 loss_giou_dn: 0.673801 loss_class_aux_dn: 2.243344 loss_bbox_aux_dn: 1.231067 loss_giou_aux_dn: 3.534575 loss: 20.601158 eta: 42 days, 14:56:37 batch_cost: 0.9944 data_cost: 0.0536 ips: 8.0454 images/s [07/19 11:37:36] ppdet.engine INFO: Epoch: [0] [17700/54024] learning_rate: 0.000100 loss_class: 0.731861 loss_bbox: 0.174370 loss_giou: 0.601036 loss_class_aux: 4.591237 loss_bbox_aux: 1.119255 loss_giou_aux: 3.792077 loss_class_dn: 0.408739 loss_bbox_dn: 0.238954 loss_giou_dn: 0.597057 loss_class_aux_dn: 2.156270 loss_bbox_aux_dn: 1.299317 loss_giou_aux_dn: 3.176370 loss: 18.876205 eta: 42 days, 14:33:04 batch_cost: 0.8908 data_cost: 0.0126 ips: 8.9805 images/s [07/19 11:39:13] ppdet.engine INFO: Epoch: [0] [17800/54024] learning_rate: 0.000100 loss_class: 0.766020 loss_bbox: 0.179774 loss_giou: 0.670997 loss_class_aux: 4.920877 loss_bbox_aux: 1.141138 loss_giou_aux: 4.238215 loss_class_dn: 0.427217 loss_bbox_dn: 0.214970 loss_giou_dn: 0.637841 loss_class_aux_dn: 2.230562 loss_bbox_aux_dn: 1.158620 loss_giou_aux_dn: 3.336493 loss: 20.357265 eta: 42 days, 14:19:26 batch_cost: 0.9174 data_cost: 0.0008 ips: 8.7198 images/s [07/19 11:40:53] ppdet.engine INFO: Epoch: [0] [17900/54024] learning_rate: 0.000100 loss_class: 0.766486 loss_bbox: 0.177489 loss_giou: 0.688194 loss_class_aux: 4.819243 loss_bbox_aux: 1.165975 loss_giou_aux: 4.322136 loss_class_dn: 0.426183 loss_bbox_dn: 0.234337 loss_giou_dn: 0.661556 loss_class_aux_dn: 2.212209 loss_bbox_aux_dn: 1.263659 loss_giou_aux_dn: 3.466245 loss: 20.635543 eta: 42 days, 14:20:26 batch_cost: 0.9577 data_cost: 0.0055 ips: 8.3532 images/s [07/19 11:42:27] ppdet.engine INFO: Epoch: [0] [18000/54024] learning_rate: 0.000100 loss_class: 0.787205 loss_bbox: 0.173433 loss_giou: 0.650041 loss_class_aux: 4.829800 loss_bbox_aux: 1.145251 loss_giou_aux: 4.026657 loss_class_dn: 0.435793 loss_bbox_dn: 0.223229 loss_giou_dn: 0.623160 loss_class_aux_dn: 2.277893 loss_bbox_aux_dn: 1.192782 loss_giou_aux_dn: 3.329767 loss: 19.904250 eta: 42 days, 13:55:43 batch_cost: 0.8860 data_cost: 0.0007 ips: 9.0289 images/s [07/19 11:44:01] ppdet.engine INFO: Epoch: [0] [18100/54024] learning_rate: 0.000100 loss_class: 0.764269 loss_bbox: 0.178600 loss_giou: 0.717698 loss_class_aux: 4.744570 loss_bbox_aux: 1.132632 loss_giou_aux: 4.513585 loss_class_dn: 0.437351 loss_bbox_dn: 0.228160 loss_giou_dn: 0.657541 loss_class_aux_dn: 2.268857 loss_bbox_aux_dn: 1.216656 loss_giou_aux_dn: 3.497185 loss: 20.469130 eta: 42 days, 13:35:21 batch_cost: 0.8975 data_cost: 0.0119 ips: 8.9138 images/s [07/19 11:45:37] ppdet.engine INFO: Epoch: [0] [18200/54024] learning_rate: 0.000100 loss_class: 0.751816 loss_bbox: 0.180135 loss_giou: 0.668311 loss_class_aux: 4.851484 loss_bbox_aux: 1.170940 loss_giou_aux: 4.152921 loss_class_dn: 0.435230 loss_bbox_dn: 0.218904 loss_giou_dn: 0.628893 loss_class_aux_dn: 2.275514 loss_bbox_aux_dn: 1.181111 loss_giou_aux_dn: 3.358336 loss: 20.498218 eta: 42 days, 13:19:04 batch_cost: 0.9084 data_cost: 0.0008 ips: 8.8062 images/s [07/19 11:47:11] ppdet.engine INFO: Epoch: [0] [18300/54024] learning_rate: 0.000100 loss_class: 0.766997 loss_bbox: 0.174159 loss_giou: 0.764141 loss_class_aux: 4.754599 loss_bbox_aux: 1.154837 loss_giou_aux: 4.756434 loss_class_dn: 0.443480 loss_bbox_dn: 0.215031 loss_giou_dn: 0.685912 loss_class_aux_dn: 2.309376 loss_bbox_aux_dn: 1.171384 loss_giou_aux_dn: 3.616712 loss: 20.891706 eta: 42 days, 12:55:39 batch_cost: 0.8878 data_cost: 0.0691 ips: 9.0111 images/s [07/19 11:48:43] ppdet.engine INFO: Epoch: [0] [18400/54024] learning_rate: 0.000100 loss_class: 0.713721 loss_bbox: 0.164461 loss_giou: 0.603986 loss_class_aux: 4.543770 loss_bbox_aux: 1.072940 loss_giou_aux: 3.678450 loss_class_dn: 0.408924 loss_bbox_dn: 0.212651 loss_giou_dn: 0.602489 loss_class_aux_dn: 2.113883 loss_bbox_aux_dn: 1.144749 loss_giou_aux_dn: 3.177759 loss: 18.726210 eta: 42 days, 12:26:01 batch_cost: 0.8693 data_cost: 0.0035 ips: 9.2024 images/s [07/19 11:50:27] ppdet.engine INFO: Epoch: [0] [18500/54024] learning_rate: 0.000100 loss_class: 0.751245 loss_bbox: 0.178078 loss_giou: 0.697308 loss_class_aux: 4.836796 loss_bbox_aux: 1.157650 loss_giou_aux: 4.319500 loss_class_dn: 0.447102 loss_bbox_dn: 0.232892 loss_giou_dn: 0.672966 loss_class_aux_dn: 2.309997 loss_bbox_aux_dn: 1.258507 loss_giou_aux_dn: 3.558645 loss: 20.826621 eta: 42 days, 12:38:23 batch_cost: 0.9889 data_cost: 0.0648 ips: 8.0897 images/s [07/19 11:52:07] ppdet.engine INFO: Epoch: [0] [18600/54024] learning_rate: 0.000100 loss_class: 0.770384 loss_bbox: 0.176605 loss_giou: 0.652316 loss_class_aux: 4.815686 loss_bbox_aux: 1.136618 loss_giou_aux: 4.009933 loss_class_dn: 0.438303 loss_bbox_dn: 0.239949 loss_giou_dn: 0.616443 loss_class_aux_dn: 2.296193 loss_bbox_aux_dn: 1.289254 loss_giou_aux_dn: 3.246983 loss: 19.824165 eta: 42 days, 12:39:46 batch_cost: 0.9577 data_cost: 0.0216 ips: 8.3536 images/s [07/19 11:53:43] ppdet.engine INFO: Epoch: [0] [18700/54024] learning_rate: 0.000100 loss_class: 0.754931 loss_bbox: 0.171342 loss_giou: 0.688234 loss_class_aux: 4.622945 loss_bbox_aux: 1.116916 loss_giou_aux: 4.290928 loss_class_dn: 0.424464 loss_bbox_dn: 0.213655 loss_giou_dn: 0.650215 loss_class_aux_dn: 2.214125 loss_bbox_aux_dn: 1.170642 loss_giou_aux_dn: 3.449149 loss: 20.116637 eta: 42 days, 12:23:13 batch_cost: 0.9058 data_cost: 0.0007 ips: 8.8322 images/s [07/19 11:55:23] ppdet.engine INFO: Epoch: [0] [18800/54024] learning_rate: 0.000100 loss_class: 0.757644 loss_bbox: 0.165635 loss_giou: 0.618372 loss_class_aux: 4.762165 loss_bbox_aux: 1.087335 loss_giou_aux: 3.848115 loss_class_dn: 0.419281 loss_bbox_dn: 0.216088 loss_giou_dn: 0.619836 loss_class_aux_dn: 2.183200 loss_bbox_aux_dn: 1.205832 loss_giou_aux_dn: 3.294399 loss: 19.306087 eta: 42 days, 12:23:58 batch_cost: 0.9558 data_cost: 0.0145 ips: 8.3702 images/s [07/19 11:57:01] ppdet.engine INFO: Epoch: [0] [18900/54024] learning_rate: 0.000100 loss_class: 0.765500 loss_bbox: 0.168620 loss_giou: 0.674867 loss_class_aux: 4.794193 loss_bbox_aux: 1.071735 loss_giou_aux: 4.183846 loss_class_dn: 0.434839 loss_bbox_dn: 0.212932 loss_giou_dn: 0.638821 loss_class_aux_dn: 2.242800 loss_bbox_aux_dn: 1.168602 loss_giou_aux_dn: 3.402886 loss: 19.742865 eta: 42 days, 12:19:06 batch_cost: 0.9394 data_cost: 0.0006 ips: 8.5164 images/s [07/19 11:58:47] ppdet.engine INFO: Epoch: [0] [19000/54024] learning_rate: 0.000100 loss_class: 0.759300 loss_bbox: 0.179440 loss_giou: 0.657210 loss_class_aux: 4.782041 loss_bbox_aux: 1.151613 loss_giou_aux: 4.152557 loss_class_dn: 0.431839 loss_bbox_dn: 0.213932 loss_giou_dn: 0.626244 loss_class_aux_dn: 2.243250 loss_bbox_aux_dn: 1.154664 loss_giou_aux_dn: 3.376756 loss: 19.824916 eta: 42 days, 12:36:39 batch_cost: 1.0052 data_cost: 0.1375 ips: 7.9583 images/s [07/19 12:00:27] ppdet.engine INFO: Epoch: [0] [19100/54024] learning_rate: 0.000100 loss_class: 0.764735 loss_bbox: 0.164068 loss_giou: 0.632991 loss_class_aux: 4.808884 loss_bbox_aux: 1.087275 loss_giou_aux: 3.969504 loss_class_dn: 0.432204 loss_bbox_dn: 0.203509 loss_giou_dn: 0.618595 loss_class_aux_dn: 2.224441 loss_bbox_aux_dn: 1.108427 loss_giou_aux_dn: 3.294587 loss: 19.522364 eta: 42 days, 12:37:12 batch_cost: 0.9556 data_cost: 0.0325 ips: 8.3720 images/s [07/19 12:01:59] ppdet.engine INFO: Epoch: [0] [19200/54024] learning_rate: 0.000100 loss_class: 0.746846 loss_bbox: 0.164431 loss_giou: 0.622531 loss_class_aux: 4.725371 loss_bbox_aux: 1.074487 loss_giou_aux: 3.895968 loss_class_dn: 0.408535 loss_bbox_dn: 0.203013 loss_giou_dn: 0.600181 loss_class_aux_dn: 2.139506 loss_bbox_aux_dn: 1.130659 loss_giou_aux_dn: 3.216950 loss: 19.306282 eta: 42 days, 12:08:19 batch_cost: 0.8680 data_cost: 0.0288 ips: 9.2169 images/s [07/19 12:03:32] ppdet.engine INFO: Epoch: [0] [19300/54024] learning_rate: 0.000100 loss_class: 0.761293 loss_bbox: 0.177651 loss_giou: 0.667908 loss_class_aux: 4.861525 loss_bbox_aux: 1.113014 loss_giou_aux: 4.143009 loss_class_dn: 0.437112 loss_bbox_dn: 0.206833 loss_giou_dn: 0.628178 loss_class_aux_dn: 2.259767 loss_bbox_aux_dn: 1.144821 loss_giou_aux_dn: 3.345469 loss: 19.985606 eta: 42 days, 11:45:43 batch_cost: 0.8860 data_cost: 0.0069 ips: 9.0295 images/s [07/19 12:05:05] ppdet.engine INFO: Epoch: [0] [19400/54024] learning_rate: 0.000100 loss_class: 0.777830 loss_bbox: 0.177212 loss_giou: 0.698353 loss_class_aux: 4.930584 loss_bbox_aux: 1.145886 loss_giou_aux: 4.395310 loss_class_dn: 0.438206 loss_bbox_dn: 0.220167 loss_giou_dn: 0.651301 loss_class_aux_dn: 2.266283 loss_bbox_aux_dn: 1.203431 loss_giou_aux_dn: 3.428317 loss: 20.281036 eta: 42 days, 11:19:52 batch_cost: 0.8755 data_cost: 0.0008 ips: 9.1374 images/s [07/19 12:06:38] ppdet.engine INFO: Epoch: [0] [19500/54024] learning_rate: 0.000100 loss_class: 0.713137 loss_bbox: 0.174843 loss_giou: 0.601425 loss_class_aux: 4.525587 loss_bbox_aux: 1.125884 loss_giou_aux: 3.756084 loss_class_dn: 0.402319 loss_bbox_dn: 0.222504 loss_giou_dn: 0.587158 loss_class_aux_dn: 2.128938 loss_bbox_aux_dn: 1.215639 loss_giou_aux_dn: 3.163759 loss: 19.263787 eta: 42 days, 10:57:19 batch_cost: 0.8847 data_cost: 0.0007 ips: 9.0424 images/s [07/19 12:08:19] ppdet.engine INFO: Epoch: [0] [19600/54024] learning_rate: 0.000100 loss_class: 0.744315 loss_bbox: 0.178428 loss_giou: 0.706608 loss_class_aux: 4.609078 loss_bbox_aux: 1.152818 loss_giou_aux: 4.419639 loss_class_dn: 0.423060 loss_bbox_dn: 0.214098 loss_giou_dn: 0.656547 loss_class_aux_dn: 2.186361 loss_bbox_aux_dn: 1.150161 loss_giou_aux_dn: 3.479884 loss: 19.694154 eta: 42 days, 10:59:42 batch_cost: 0.9598 data_cost: 0.0006 ips: 8.3347 images/s [07/19 12:09:55] ppdet.engine INFO: Epoch: [0] [19700/54024] learning_rate: 0.000100 loss_class: 0.758370 loss_bbox: 0.180281 loss_giou: 0.661782 loss_class_aux: 4.625605 loss_bbox_aux: 1.112793 loss_giou_aux: 4.169147 loss_class_dn: 0.420792 loss_bbox_dn: 0.217129 loss_giou_dn: 0.622302 loss_class_aux_dn: 2.170626 loss_bbox_aux_dn: 1.176897 loss_giou_aux_dn: 3.295990 loss: 19.790620 eta: 42 days, 10:47:07 batch_cost: 0.9143 data_cost: 0.0241 ips: 8.7502 images/s [07/19 12:11:38] ppdet.engine INFO: Epoch: [0] [19800/54024] learning_rate: 0.000100 loss_class: 0.776924 loss_bbox: 0.191447 loss_giou: 0.693152 loss_class_aux: 4.731912 loss_bbox_aux: 1.217632 loss_giou_aux: 4.318156 loss_class_dn: 0.427258 loss_bbox_dn: 0.222706 loss_giou_dn: 0.663322 loss_class_aux_dn: 2.224444 loss_bbox_aux_dn: 1.197336 loss_giou_aux_dn: 3.508058 loss: 20.328805 eta: 42 days, 10:55:06 batch_cost: 0.9771 data_cost: 0.0163 ips: 8.1877 images/s [07/19 12:13:18] ppdet.engine INFO: Epoch: [0] [19900/54024] learning_rate: 0.000100 loss_class: 0.746103 loss_bbox: 0.174053 loss_giou: 0.682774 loss_class_aux: 4.734156 loss_bbox_aux: 1.117316 loss_giou_aux: 4.234463 loss_class_dn: 0.435821 loss_bbox_dn: 0.215045 loss_giou_dn: 0.647261 loss_class_aux_dn: 2.259814 loss_bbox_aux_dn: 1.153970 loss_giou_aux_dn: 3.458392 loss: 20.570189 eta: 42 days, 10:54:32 batch_cost: 0.9509 data_cost: 0.0007 ips: 8.4128 images/s [07/19 12:14:47] ppdet.engine INFO: Epoch: [0] [20000/54024] learning_rate: 0.000100 loss_class: 0.770790 loss_bbox: 0.169576 loss_giou: 0.684103 loss_class_aux: 4.807972 loss_bbox_aux: 1.082182 loss_giou_aux: 4.223544 loss_class_dn: 0.426247 loss_bbox_dn: 0.223747 loss_giou_dn: 0.659747 loss_class_aux_dn: 2.218037 loss_bbox_aux_dn: 1.229447 loss_giou_aux_dn: 3.440233 loss: 19.968194 eta: 42 days, 10:19:20 batch_cost: 0.8436 data_cost: 0.0010 ips: 9.4827 images/s [07/19 12:16:20] ppdet.engine INFO: Epoch: [0] [20100/54024] learning_rate: 0.000100 loss_class: 0.775313 loss_bbox: 0.170300 loss_giou: 0.715650 loss_class_aux: 4.890800 loss_bbox_aux: 1.067862 loss_giou_aux: 4.497732 loss_class_dn: 0.449067 loss_bbox_dn: 0.215196 loss_giou_dn: 0.664335 loss_class_aux_dn: 2.316960 loss_bbox_aux_dn: 1.181358 loss_giou_aux_dn: 3.516332 loss: 20.921205 eta: 42 days, 9:55:55 batch_cost: 0.8793 data_cost: 0.0007 ips: 9.0985 images/s [07/19 12:18:05] ppdet.engine INFO: Epoch: [0] [20200/54024] learning_rate: 0.000100 loss_class: 0.744245 loss_bbox: 0.167714 loss_giou: 0.630486 loss_class_aux: 4.614140 loss_bbox_aux: 1.073122 loss_giou_aux: 3.986378 loss_class_dn: 0.400867 loss_bbox_dn: 0.217855 loss_giou_dn: 0.588894 loss_class_aux_dn: 2.082600 loss_bbox_aux_dn: 1.182998 loss_giou_aux_dn: 3.098050 loss: 18.815818 eta: 42 days, 10:09:51 batch_cost: 0.9956 data_cost: 0.1403 ips: 8.0353 images/s [07/19 12:19:57] ppdet.engine INFO: Epoch: [0] [20300/54024] learning_rate: 0.000100 loss_class: 0.746177 loss_bbox: 0.180648 loss_giou: 0.635704 loss_class_aux: 4.683535 loss_bbox_aux: 1.173694 loss_giou_aux: 3.989926 loss_class_dn: 0.420238 loss_bbox_dn: 0.228952 loss_giou_dn: 0.624989 loss_class_aux_dn: 2.211668 loss_bbox_aux_dn: 1.240985 loss_giou_aux_dn: 3.317421 loss: 19.735062 eta: 42 days, 10:47:11 batch_cost: 1.0697 data_cost: 0.0109 ips: 7.4785 images/s [07/19 12:21:42] ppdet.engine INFO: Epoch: [0] [20400/54024] learning_rate: 0.000100 loss_class: 0.759258 loss_bbox: 0.166548 loss_giou: 0.681838 loss_class_aux: 4.730335 loss_bbox_aux: 1.063240 loss_giou_aux: 4.236157 loss_class_dn: 0.444983 loss_bbox_dn: 0.209613 loss_giou_dn: 0.650130 loss_class_aux_dn: 2.313567 loss_bbox_aux_dn: 1.151547 loss_giou_aux_dn: 3.514273 loss: 20.294510 eta: 42 days, 11:03:44 batch_cost: 1.0052 data_cost: 0.0007 ips: 7.9586 images/s [07/19 12:23:28] ppdet.engine INFO: Epoch: [0] [20500/54024] learning_rate: 0.000100 loss_class: 0.762514 loss_bbox: 0.166327 loss_giou: 0.659600 loss_class_aux: 4.776923 loss_bbox_aux: 1.066458 loss_giou_aux: 4.202418 loss_class_dn: 0.412317 loss_bbox_dn: 0.212954 loss_giou_dn: 0.647308 loss_class_aux_dn: 2.162788 loss_bbox_aux_dn: 1.188843 loss_giou_aux_dn: 3.426276 loss: 19.671431 eta: 42 days, 11:21:53 batch_cost: 1.0108 data_cost: 0.1499 ips: 7.9142 images/s [07/19 12:25:17] ppdet.engine INFO: Epoch: [0] [20600/54024] learning_rate: 0.000100 loss_class: 0.734846 loss_bbox: 0.162173 loss_giou: 0.667333 loss_class_aux: 4.622824 loss_bbox_aux: 1.086993 loss_giou_aux: 4.154590 loss_class_dn: 0.424387 loss_bbox_dn: 0.209493 loss_giou_dn: 0.637273 loss_class_aux_dn: 2.188446 loss_bbox_aux_dn: 1.154220 loss_giou_aux_dn: 3.372739 loss: 19.610497 eta: 42 days, 11:46:25 batch_cost: 1.0318 data_cost: 0.0007 ips: 7.7531 images/s [07/19 12:27:05] ppdet.engine INFO: Epoch: [0] [20700/54024] learning_rate: 0.000100 loss_class: 0.726959 loss_bbox: 0.164470 loss_giou: 0.617551 loss_class_aux: 4.589027 loss_bbox_aux: 1.059540 loss_giou_aux: 3.882502 loss_class_dn: 0.418602 loss_bbox_dn: 0.202925 loss_giou_dn: 0.589063 loss_class_aux_dn: 2.195868 loss_bbox_aux_dn: 1.101825 loss_giou_aux_dn: 3.128783 loss: 19.447361 eta: 42 days, 12:12:00 batch_cost: 1.0361 data_cost: 0.0840 ips: 7.7213 images/s [07/19 12:28:38] ppdet.engine INFO: Epoch: [0] [20800/54024] learning_rate: 0.000100 loss_class: 0.780422 loss_bbox: 0.172503 loss_giou: 0.715099 loss_class_aux: 4.899302 loss_bbox_aux: 1.114533 loss_giou_aux: 4.420490 loss_class_dn: 0.446237 loss_bbox_dn: 0.221205 loss_giou_dn: 0.666700 loss_class_aux_dn: 2.310159 loss_bbox_aux_dn: 1.206228 loss_giou_aux_dn: 3.524234 loss: 20.635806 eta: 42 days, 11:49:26 batch_cost: 0.8815 data_cost: 0.0223 ips: 9.0752 images/s [07/19 12:30:16] ppdet.engine INFO: Epoch: [0] [20900/54024] learning_rate: 0.000100 loss_class: 0.749158 loss_bbox: 0.163082 loss_giou: 0.625835 loss_class_aux: 4.649006 loss_bbox_aux: 1.041649 loss_giou_aux: 3.860662 loss_class_dn: 0.415353 loss_bbox_dn: 0.206343 loss_giou_dn: 0.593249 loss_class_aux_dn: 2.175641 loss_bbox_aux_dn: 1.147319 loss_giou_aux_dn: 3.132466 loss: 18.877534 eta: 42 days, 11:43:58 batch_cost: 0.9364 data_cost: 0.0007 ips: 8.5437 images/s [07/19 12:31:50] ppdet.engine INFO: Epoch: [0] [21000/54024] learning_rate: 0.000100 loss_class: 0.784311 loss_bbox: 0.169778 loss_giou: 0.673367 loss_class_aux: 4.866214 loss_bbox_aux: 1.089654 loss_giou_aux: 4.138613 loss_class_dn: 0.433766 loss_bbox_dn: 0.201901 loss_giou_dn: 0.627765 loss_class_aux_dn: 2.241237 loss_bbox_aux_dn: 1.089891 loss_giou_aux_dn: 3.375293 loss: 20.041913 eta: 42 days, 11:21:55 batch_cost: 0.8822 data_cost: 0.0007 ips: 9.0683 images/s [07/19 12:33:36] ppdet.engine INFO: Epoch: [0] [21100/54024] learning_rate: 0.000100 loss_class: 0.732065 loss_bbox: 0.163265 loss_giou: 0.640052 loss_class_aux: 4.605068 loss_bbox_aux: 1.066730 loss_giou_aux: 3.999678 loss_class_dn: 0.430505 loss_bbox_dn: 0.195597 loss_giou_dn: 0.583540 loss_class_aux_dn: 2.244286 loss_bbox_aux_dn: 1.079727 loss_giou_aux_dn: 3.127917 loss: 19.308435 eta: 42 days, 11:42:35 batch_cost: 1.0214 data_cost: 0.0627 ips: 7.8325 images/s [07/19 12:35:15] ppdet.engine INFO: Epoch: [0] [21200/54024] learning_rate: 0.000100 loss_class: 0.778405 loss_bbox: 0.177717 loss_giou: 0.623580 loss_class_aux: 4.861723 loss_bbox_aux: 1.142353 loss_giou_aux: 3.928450 loss_class_dn: 0.433954 loss_bbox_dn: 0.231154 loss_giou_dn: 0.607214 loss_class_aux_dn: 2.267755 loss_bbox_aux_dn: 1.261725 loss_giou_aux_dn: 3.233772 loss: 20.081153 eta: 42 days, 11:36:08 batch_cost: 0.9329 data_cost: 0.0279 ips: 8.5754 images/s [07/19 12:36:41] ppdet.engine INFO: Epoch: [0] [21300/54024] learning_rate: 0.000100 loss_class: 0.734578 loss_bbox: 0.174784 loss_giou: 0.673969 loss_class_aux: 4.691036 loss_bbox_aux: 1.105968 loss_giou_aux: 4.209728 loss_class_dn: 0.422101 loss_bbox_dn: 0.220792 loss_giou_dn: 0.638032 loss_class_aux_dn: 2.207464 loss_bbox_aux_dn: 1.198381 loss_giou_aux_dn: 3.424053 loss: 20.132453 eta: 42 days, 10:54:13 batch_cost: 0.8155 data_cost: 0.0007 ips: 9.8095 images/s [07/19 12:38:13] ppdet.engine INFO: Epoch: [0] [21400/54024] learning_rate: 0.000100 loss_class: 0.747591 loss_bbox: 0.165014 loss_giou: 0.657719 loss_class_aux: 4.786267 loss_bbox_aux: 1.060607 loss_giou_aux: 4.092245 loss_class_dn: 0.427219 loss_bbox_dn: 0.201170 loss_giou_dn: 0.616336 loss_class_aux_dn: 2.221717 loss_bbox_aux_dn: 1.098367 loss_giou_aux_dn: 3.289726 loss: 19.362335 eta: 42 days, 10:29:21 batch_cost: 0.8709 data_cost: 0.0007 ips: 9.1859 images/s [07/19 12:39:47] ppdet.engine INFO: Epoch: [0] [21500/54024] learning_rate: 0.000100 loss_class: 0.733477 loss_bbox: 0.170841 loss_giou: 0.621353 loss_class_aux: 4.607906 loss_bbox_aux: 1.106753 loss_giou_aux: 3.917246 loss_class_dn: 0.414862 loss_bbox_dn: 0.222099 loss_giou_dn: 0.584522 loss_class_aux_dn: 2.184144 loss_bbox_aux_dn: 1.202920 loss_giou_aux_dn: 3.112125 loss: 19.246282 eta: 42 days, 10:11:48 batch_cost: 0.8946 data_cost: 0.0007 ips: 8.9423 images/s [07/19 12:41:15] ppdet.engine INFO: Epoch: [0] [21600/54024] learning_rate: 0.000100 loss_class: 0.720165 loss_bbox: 0.154038 loss_giou: 0.636680 loss_class_aux: 4.474853 loss_bbox_aux: 1.014416 loss_giou_aux: 3.995372 loss_class_dn: 0.425406 loss_bbox_dn: 0.202328 loss_giou_dn: 0.598892 loss_class_aux_dn: 2.229849 loss_bbox_aux_dn: 1.107249 loss_giou_aux_dn: 3.227021 loss: 19.659986 eta: 42 days, 9:34:08 batch_cost: 0.8266 data_cost: 0.0007 ips: 9.6776 images/s [07/19 12:42:49] ppdet.engine INFO: Epoch: [0] [21700/54024] learning_rate: 0.000100 loss_class: 0.762720 loss_bbox: 0.175726 loss_giou: 0.685251 loss_class_aux: 4.745899 loss_bbox_aux: 1.105159 loss_giou_aux: 4.299610 loss_class_dn: 0.436440 loss_bbox_dn: 0.204958 loss_giou_dn: 0.635042 loss_class_aux_dn: 2.257336 loss_bbox_aux_dn: 1.120920 loss_giou_aux_dn: 3.399968 loss: 20.313750 eta: 42 days, 9:16:25 batch_cost: 0.8927 data_cost: 0.0053 ips: 8.9613 images/s [07/19 12:44:27] ppdet.engine INFO: Epoch: [0] [21800/54024] learning_rate: 0.000100 loss_class: 0.783968 loss_bbox: 0.166845 loss_giou: 0.647486 loss_class_aux: 4.837331 loss_bbox_aux: 1.075087 loss_giou_aux: 4.066483 loss_class_dn: 0.431354 loss_bbox_dn: 0.214174 loss_giou_dn: 0.625184 loss_class_aux_dn: 2.289512 loss_bbox_aux_dn: 1.178923 loss_giou_aux_dn: 3.323268 loss: 19.666006 eta: 42 days, 9:09:15 batch_cost: 0.9279 data_cost: 0.0053 ips: 8.6216 images/s [07/19 12:46:03] ppdet.engine INFO: Epoch: [0] [21900/54024] learning_rate: 0.000100 loss_class: 0.759098 loss_bbox: 0.181106 loss_giou: 0.703492 loss_class_aux: 4.771384 loss_bbox_aux: 1.174212 loss_giou_aux: 4.336326 loss_class_dn: 0.430048 loss_bbox_dn: 0.226409 loss_giou_dn: 0.655701 loss_class_aux_dn: 2.229186 loss_bbox_aux_dn: 1.237969 loss_giou_aux_dn: 3.468668 loss: 20.267880 eta: 42 days, 8:56:31 batch_cost: 0.9088 data_cost: 0.0448 ips: 8.8030 images/s [07/19 12:47:30] ppdet.engine INFO: Epoch: [0] [22000/54024] learning_rate: 0.000100 loss_class: 0.752410 loss_bbox: 0.174248 loss_giou: 0.652412 loss_class_aux: 4.700360 loss_bbox_aux: 1.101128 loss_giou_aux: 4.034471 loss_class_dn: 0.418738 loss_bbox_dn: 0.222879 loss_giou_dn: 0.610167 loss_class_aux_dn: 2.198595 loss_bbox_aux_dn: 1.210074 loss_giou_aux_dn: 3.217764 loss: 19.498638 eta: 42 days, 8:19:19 batch_cost: 0.8249 data_cost: 0.0007 ips: 9.6976 images/s [07/19 12:49:01] ppdet.engine INFO: Epoch: [0] [22100/54024] learning_rate: 0.000100 loss_class: 0.779944 loss_bbox: 0.169918 loss_giou: 0.640560 loss_class_aux: 4.895615 loss_bbox_aux: 1.117273 loss_giou_aux: 3.993316 loss_class_dn: 0.426079 loss_bbox_dn: 0.225084 loss_giou_dn: 0.617327 loss_class_aux_dn: 2.239340 loss_bbox_aux_dn: 1.221273 loss_giou_aux_dn: 3.294220 loss: 20.384308 eta: 42 days, 7:53:44 batch_cost: 0.8637 data_cost: 0.0007 ips: 9.2629 images/s [07/19 12:50:30] ppdet.engine INFO: Epoch: [0] [22200/54024] learning_rate: 0.000100 loss_class: 0.757672 loss_bbox: 0.175790 loss_giou: 0.684135 loss_class_aux: 4.677220 loss_bbox_aux: 1.139294 loss_giou_aux: 4.235354 loss_class_dn: 0.419459 loss_bbox_dn: 0.208810 loss_giou_dn: 0.634932 loss_class_aux_dn: 2.219214 loss_bbox_aux_dn: 1.152781 loss_giou_aux_dn: 3.378792 loss: 20.238529 eta: 42 days, 7:21:01 batch_cost: 0.8383 data_cost: 0.0187 ips: 9.5431 images/s [07/19 12:52:07] ppdet.engine INFO: Epoch: [0] [22300/54024] learning_rate: 0.000100 loss_class: 0.772861 loss_bbox: 0.169426 loss_giou: 0.613642 loss_class_aux: 4.779962 loss_bbox_aux: 1.081604 loss_giou_aux: 3.868900 loss_class_dn: 0.426671 loss_bbox_dn: 0.216462 loss_giou_dn: 0.588458 loss_class_aux_dn: 2.252673 loss_bbox_aux_dn: 1.175729 loss_giou_aux_dn: 3.142332 loss: 19.574405 eta: 42 days, 7:11:15 batch_cost: 0.9168 data_cost: 0.0931 ips: 8.7260 images/s [07/19 12:53:43] ppdet.engine INFO: Epoch: [0] [22400/54024] learning_rate: 0.000100 loss_class: 0.749877 loss_bbox: 0.166804 loss_giou: 0.638650 loss_class_aux: 4.771402 loss_bbox_aux: 1.075805 loss_giou_aux: 3.970510 loss_class_dn: 0.422211 loss_bbox_dn: 0.218296 loss_giou_dn: 0.608846 loss_class_aux_dn: 2.216208 loss_bbox_aux_dn: 1.207347 loss_giou_aux_dn: 3.209517 loss: 19.273979 eta: 42 days, 7:02:34 batch_cost: 0.9203 data_cost: 0.0702 ips: 8.6927 images/s [07/19 12:55:20] ppdet.engine INFO: Epoch: [0] [22500/54024] learning_rate: 0.000100 loss_class: 0.796930 loss_bbox: 0.183171 loss_giou: 0.730344 loss_class_aux: 4.955565 loss_bbox_aux: 1.170810 loss_giou_aux: 4.468122 loss_class_dn: 0.446779 loss_bbox_dn: 0.230107 loss_giou_dn: 0.686842 loss_class_aux_dn: 2.293645 loss_bbox_aux_dn: 1.238348 loss_giou_aux_dn: 3.644340 loss: 21.334856 eta: 42 days, 6:53:15 batch_cost: 0.9178 data_cost: 0.0280 ips: 8.7163 images/s [07/19 12:56:55] ppdet.engine INFO: Epoch: [0] [22600/54024] learning_rate: 0.000100 loss_class: 0.765267 loss_bbox: 0.173461 loss_giou: 0.698558 loss_class_aux: 4.717520 loss_bbox_aux: 1.135252 loss_giou_aux: 4.360275 loss_class_dn: 0.435057 loss_bbox_dn: 0.209220 loss_giou_dn: 0.658010 loss_class_aux_dn: 2.243097 loss_bbox_aux_dn: 1.158738 loss_giou_aux_dn: 3.477491 loss: 20.441859 eta: 42 days, 6:41:51 batch_cost: 0.9103 data_cost: 0.0036 ips: 8.7880 images/s [07/19 12:58:33] ppdet.engine INFO: Epoch: [0] [22700/54024] learning_rate: 0.000100 loss_class: 0.725885 loss_bbox: 0.178384 loss_giou: 0.620730 loss_class_aux: 4.504326 loss_bbox_aux: 1.125768 loss_giou_aux: 3.859700 loss_class_dn: 0.406712 loss_bbox_dn: 0.218522 loss_giou_dn: 0.595265 loss_class_aux_dn: 2.120757 loss_bbox_aux_dn: 1.197841 loss_giou_aux_dn: 3.161859 loss: 19.050380 eta: 42 days, 6:36:24 batch_cost: 0.9309 data_cost: 0.0743 ips: 8.5936 images/s [07/19 13:00:09] ppdet.engine INFO: Epoch: [0] [22800/54024] learning_rate: 0.000100 loss_class: 0.788247 loss_bbox: 0.175745 loss_giou: 0.662307 loss_class_aux: 4.996720 loss_bbox_aux: 1.161809 loss_giou_aux: 4.092561 loss_class_dn: 0.433798 loss_bbox_dn: 0.224955 loss_giou_dn: 0.637710 loss_class_aux_dn: 2.284408 loss_bbox_aux_dn: 1.226304 loss_giou_aux_dn: 3.364146 loss: 20.341109 eta: 42 days, 6:25:15 batch_cost: 0.9107 data_cost: 0.0007 ips: 8.7847 images/s [07/19 13:01:44] ppdet.engine INFO: Epoch: [0] [22900/54024] learning_rate: 0.000100 loss_class: 0.772881 loss_bbox: 0.167186 loss_giou: 0.642149 loss_class_aux: 4.977969 loss_bbox_aux: 1.059175 loss_giou_aux: 4.009159 loss_class_dn: 0.422507 loss_bbox_dn: 0.195711 loss_giou_dn: 0.589038 loss_class_aux_dn: 2.194086 loss_bbox_aux_dn: 1.061722 loss_giou_aux_dn: 3.153509 loss: 19.350153 eta: 42 days, 6:11:39 batch_cost: 0.9017 data_cost: 0.0623 ips: 8.8726 images/s [07/19 13:03:17] ppdet.engine INFO: Epoch: [0] [23000/54024] learning_rate: 0.000100 loss_class: 0.752278 loss_bbox: 0.174994 loss_giou: 0.693958 loss_class_aux: 4.830200 loss_bbox_aux: 1.071369 loss_giou_aux: 4.328324 loss_class_dn: 0.431433 loss_bbox_dn: 0.205963 loss_giou_dn: 0.637558 loss_class_aux_dn: 2.237064 loss_bbox_aux_dn: 1.134839 loss_giou_aux_dn: 3.374758 loss: 20.227069 eta: 42 days, 5:52:12 batch_cost: 0.8804 data_cost: 0.0008 ips: 9.0863 images/s [07/19 13:04:50] ppdet.engine INFO: Epoch: [0] [23100/54024] learning_rate: 0.000100 loss_class: 0.756665 loss_bbox: 0.172039 loss_giou: 0.663423 loss_class_aux: 4.742143 loss_bbox_aux: 1.106218 loss_giou_aux: 4.088205 loss_class_dn: 0.401713 loss_bbox_dn: 0.212580 loss_giou_dn: 0.595512 loss_class_aux_dn: 2.093900 loss_bbox_aux_dn: 1.168008 loss_giou_aux_dn: 3.208692 loss: 18.800316 eta: 42 days, 5:33:00 batch_cost: 0.8807 data_cost: 0.0007 ips: 9.0834 images/s [07/19 13:06:33] ppdet.engine INFO: Epoch: [0] [23200/54024] learning_rate: 0.000100 loss_class: 0.747906 loss_bbox: 0.165435 loss_giou: 0.702020 loss_class_aux: 4.737146 loss_bbox_aux: 1.028641 loss_giou_aux: 4.457171 loss_class_dn: 0.417020 loss_bbox_dn: 0.201505 loss_giou_dn: 0.659902 loss_class_aux_dn: 2.192152 loss_bbox_aux_dn: 1.096989 loss_giou_aux_dn: 3.460970 loss: 20.564531 eta: 42 days, 5:41:28 batch_cost: 0.9798 data_cost: 0.1001 ips: 8.1650 images/s [07/19 13:08:06] ppdet.engine INFO: Epoch: [0] [23300/54024] learning_rate: 0.000100 loss_class: 0.754527 loss_bbox: 0.156681 loss_giou: 0.600314 loss_class_aux: 4.779873 loss_bbox_aux: 1.015484 loss_giou_aux: 3.755333 loss_class_dn: 0.408381 loss_bbox_dn: 0.201954 loss_giou_dn: 0.574105 loss_class_aux_dn: 2.161819 loss_bbox_aux_dn: 1.117095 loss_giou_aux_dn: 3.035221 loss: 18.888316 eta: 42 days, 5:20:10 batch_cost: 0.8725 data_cost: 0.0007 ips: 9.1694 images/s [07/19 13:09:50] ppdet.engine INFO: Epoch: [0] [23400/54024] learning_rate: 0.000100 loss_class: 0.785183 loss_bbox: 0.189443 loss_giou: 0.675786 loss_class_aux: 4.935361 loss_bbox_aux: 1.217330 loss_giou_aux: 4.262010 loss_class_dn: 0.448695 loss_bbox_dn: 0.222451 loss_giou_dn: 0.635042 loss_class_aux_dn: 2.366339 loss_bbox_aux_dn: 1.200545 loss_giou_aux_dn: 3.429983 loss: 21.338681 eta: 42 days, 5:32:26 batch_cost: 0.9938 data_cost: 0.1211 ips: 8.0502 images/s [07/19 13:11:36] ppdet.engine INFO: Epoch: [0] [23500/54024] learning_rate: 0.000100 loss_class: 0.764064 loss_bbox: 0.164770 loss_giou: 0.604955 loss_class_aux: 4.705458 loss_bbox_aux: 1.053513 loss_giou_aux: 3.811073 loss_class_dn: 0.407794 loss_bbox_dn: 0.215427 loss_giou_dn: 0.582174 loss_class_aux_dn: 2.124510 loss_bbox_aux_dn: 1.195647 loss_giou_aux_dn: 3.095912 loss: 19.395596 eta: 42 days, 5:50:35 batch_cost: 1.0157 data_cost: 0.0423 ips: 7.8764 images/s [07/19 13:13:08] ppdet.engine INFO: Epoch: [0] [23600/54024] learning_rate: 0.000100 loss_class: 0.725656 loss_bbox: 0.163844 loss_giou: 0.635720 loss_class_aux: 4.679814 loss_bbox_aux: 1.069851 loss_giou_aux: 4.013549 loss_class_dn: 0.401986 loss_bbox_dn: 0.209001 loss_giou_dn: 0.582441 loss_class_aux_dn: 2.088362 loss_bbox_aux_dn: 1.153189 loss_giou_aux_dn: 3.129665 loss: 18.510261 eta: 42 days, 5:28:49 batch_cost: 0.8701 data_cost: 0.0009 ips: 9.1946 images/s [07/19 13:14:54] ppdet.engine INFO: Epoch: [0] [23700/54024] learning_rate: 0.000100 loss_class: 0.780633 loss_bbox: 0.164840 loss_giou: 0.673248 loss_class_aux: 4.904376 loss_bbox_aux: 1.078682 loss_giou_aux: 4.231745 loss_class_dn: 0.441264 loss_bbox_dn: 0.206368 loss_giou_dn: 0.639014 loss_class_aux_dn: 2.342875 loss_bbox_aux_dn: 1.122012 loss_giou_aux_dn: 3.401636 loss: 20.372215 eta: 42 days, 5:45:06 batch_cost: 1.0094 data_cost: 0.0809 ips: 7.9256 images/s [07/19 13:16:31] ppdet.engine INFO: Epoch: [0] [23800/54024] learning_rate: 0.000100 loss_class: 0.716926 loss_bbox: 0.173676 loss_giou: 0.614361 loss_class_aux: 4.538162 loss_bbox_aux: 1.119817 loss_giou_aux: 3.904782 loss_class_dn: 0.421675 loss_bbox_dn: 0.214931 loss_giou_dn: 0.594819 loss_class_aux_dn: 2.200345 loss_bbox_aux_dn: 1.159378 loss_giou_aux_dn: 3.175518 loss: 19.720779 eta: 42 days, 5:36:04 batch_cost: 0.9164 data_cost: 0.0007 ips: 8.7295 images/s [07/19 13:18:05] ppdet.engine INFO: Epoch: [0] [23900/54024] learning_rate: 0.000100 loss_class: 0.751271 loss_bbox: 0.168207 loss_giou: 0.660453 loss_class_aux: 4.675613 loss_bbox_aux: 1.085377 loss_giou_aux: 4.162656 loss_class_dn: 0.428339 loss_bbox_dn: 0.204174 loss_giou_dn: 0.646125 loss_class_aux_dn: 2.205690 loss_bbox_aux_dn: 1.129954 loss_giou_aux_dn: 3.402461 loss: 19.942950 eta: 42 days, 5:23:00 batch_cost: 0.9013 data_cost: 0.0107 ips: 8.8764 images/s [07/19 13:19:36] ppdet.engine INFO: Epoch: [0] [24000/54024] learning_rate: 0.000100 loss_class: 0.753219 loss_bbox: 0.175821 loss_giou: 0.672896 loss_class_aux: 4.698658 loss_bbox_aux: 1.120870 loss_giou_aux: 4.238844 loss_class_dn: 0.420936 loss_bbox_dn: 0.205696 loss_giou_dn: 0.630947 loss_class_aux_dn: 2.158254 loss_bbox_aux_dn: 1.137177 loss_giou_aux_dn: 3.329324 loss: 19.517522 eta: 42 days, 4:59:08 batch_cost: 0.8606 data_cost: 0.0007 ips: 9.2958 images/s [07/19 13:21:11] ppdet.engine INFO: Epoch: [0] [24100/54024] learning_rate: 0.000100 loss_class: 0.744975 loss_bbox: 0.165519 loss_giou: 0.673746 loss_class_aux: 4.664768 loss_bbox_aux: 1.081987 loss_giou_aux: 4.237679 loss_class_dn: 0.412578 loss_bbox_dn: 0.206975 loss_giou_dn: 0.617851 loss_class_aux_dn: 2.188813 loss_bbox_aux_dn: 1.149839 loss_giou_aux_dn: 3.255154 loss: 19.246791 eta: 42 days, 4:45:14 batch_cost: 0.8972 data_cost: 0.0011 ips: 8.9163 images/s [07/19 13:22:40] ppdet.engine INFO: Epoch: [0] [24200/54024] learning_rate: 0.000100 loss_class: 0.725020 loss_bbox: 0.159088 loss_giou: 0.635698 loss_class_aux: 4.657039 loss_bbox_aux: 1.025835 loss_giou_aux: 3.976903 loss_class_dn: 0.412057 loss_bbox_dn: 0.193947 loss_giou_dn: 0.593523 loss_class_aux_dn: 2.186978 loss_bbox_aux_dn: 1.043737 loss_giou_aux_dn: 3.157941 loss: 19.227838 eta: 42 days, 4:19:14 batch_cost: 0.8514 data_cost: 0.0008 ips: 9.3964 images/s [07/19 13:24:23] ppdet.engine INFO: Epoch: [0] [24300/54024] learning_rate: 0.000100 loss_class: 0.756896 loss_bbox: 0.165336 loss_giou: 0.631884 loss_class_aux: 4.844917 loss_bbox_aux: 1.087293 loss_giou_aux: 3.950797 loss_class_dn: 0.408094 loss_bbox_dn: 0.212549 loss_giou_dn: 0.598215 loss_class_aux_dn: 2.173232 loss_bbox_aux_dn: 1.169470 loss_giou_aux_dn: 3.210687 loss: 19.092312 eta: 42 days, 4:26:24 batch_cost: 0.9758 data_cost: 0.1185 ips: 8.1985 images/s [07/19 13:26:11] ppdet.engine INFO: Epoch: [0] [24400/54024] learning_rate: 0.000100 loss_class: 0.747278 loss_bbox: 0.176834 loss_giou: 0.672505 loss_class_aux: 4.691819 loss_bbox_aux: 1.135888 loss_giou_aux: 4.249198 loss_class_dn: 0.420755 loss_bbox_dn: 0.206168 loss_giou_dn: 0.609856 loss_class_aux_dn: 2.183978 loss_bbox_aux_dn: 1.128759 loss_giou_aux_dn: 3.252541 loss: 19.920588 eta: 42 days, 4:49:41 batch_cost: 1.0370 data_cost: 0.1566 ips: 7.7143 images/s [07/19 13:27:46] ppdet.engine INFO: Epoch: [0] [24500/54024] learning_rate: 0.000100 loss_class: 0.754654 loss_bbox: 0.170615 loss_giou: 0.626262 loss_class_aux: 4.708998 loss_bbox_aux: 1.093500 loss_giou_aux: 3.958025 loss_class_dn: 0.411556 loss_bbox_dn: 0.217946 loss_giou_dn: 0.594714 loss_class_aux_dn: 2.160448 loss_bbox_aux_dn: 1.236972 loss_giou_aux_dn: 3.202091 loss: 19.094317 eta: 42 days, 4:36:10 batch_cost: 0.8979 data_cost: 0.0493 ips: 8.9100 images/s [07/19 13:29:35] ppdet.engine INFO: Epoch: [0] [24600/54024] learning_rate: 0.000100 loss_class: 0.765281 loss_bbox: 0.166705 loss_giou: 0.705960 loss_class_aux: 4.775950 loss_bbox_aux: 1.098031 loss_giou_aux: 4.409225 loss_class_dn: 0.434691 loss_bbox_dn: 0.196546 loss_giou_dn: 0.650644 loss_class_aux_dn: 2.255449 loss_bbox_aux_dn: 1.083106 loss_giou_aux_dn: 3.465556 loss: 20.544989 eta: 42 days, 5:01:03 batch_cost: 1.0441 data_cost: 0.1115 ips: 7.6618 images/s [07/19 13:31:11] ppdet.engine INFO: Epoch: [0] [24700/54024] learning_rate: 0.000100 loss_class: 0.749733 loss_bbox: 0.173101 loss_giou: 0.630029 loss_class_aux: 4.757246 loss_bbox_aux: 1.100630 loss_giou_aux: 3.928209 loss_class_dn: 0.424136 loss_bbox_dn: 0.205364 loss_giou_dn: 0.601396 loss_class_aux_dn: 2.215076 loss_bbox_aux_dn: 1.102986 loss_giou_aux_dn: 3.205833 loss: 19.390564 eta: 42 days, 4:52:46 batch_cost: 0.9178 data_cost: 0.0070 ips: 8.7162 images/s [07/19 13:32:43] ppdet.engine INFO: Epoch: [0] [24800/54024] learning_rate: 0.000100 loss_class: 0.744013 loss_bbox: 0.163431 loss_giou: 0.565031 loss_class_aux: 4.661454 loss_bbox_aux: 1.050836 loss_giou_aux: 3.548743 loss_class_dn: 0.404016 loss_bbox_dn: 0.213871 loss_giou_dn: 0.581793 loss_class_aux_dn: 2.143934 loss_bbox_aux_dn: 1.147718 loss_giou_aux_dn: 3.115669 loss: 18.881719 eta: 42 days, 4:31:16 batch_cost: 0.8667 data_cost: 0.0405 ips: 9.2305 images/s [07/19 13:34:21] ppdet.engine INFO: Epoch: [0] [24900/54024] learning_rate: 0.000100 loss_class: 0.769801 loss_bbox: 0.158355 loss_giou: 0.624420 loss_class_aux: 4.804035 loss_bbox_aux: 1.020055 loss_giou_aux: 3.921399 loss_class_dn: 0.417514 loss_bbox_dn: 0.185721 loss_giou_dn: 0.596129 loss_class_aux_dn: 2.217498 loss_bbox_aux_dn: 1.009396 loss_giou_aux_dn: 3.185597 loss: 19.023706 eta: 42 days, 4:23:31 batch_cost: 0.9192 data_cost: 0.0008 ips: 8.7030 images/s [07/19 13:35:56] ppdet.engine INFO: Epoch: [0] [25000/54024] learning_rate: 0.000100 loss_class: 0.735991 loss_bbox: 0.175516 loss_giou: 0.610289 loss_class_aux: 4.648548 loss_bbox_aux: 1.111530 loss_giou_aux: 3.829389 loss_class_dn: 0.400193 loss_bbox_dn: 0.201819 loss_giou_dn: 0.573075 loss_class_aux_dn: 2.109117 loss_bbox_aux_dn: 1.122114 loss_giou_aux_dn: 3.083807 loss: 18.933845 eta: 42 days, 4:10:40 batch_cost: 0.8992 data_cost: 0.0006 ips: 8.8964 images/s [07/19 13:37:28] ppdet.engine INFO: Epoch: [0] [25100/54024] learning_rate: 0.000100 loss_class: 0.760016 loss_bbox: 0.161327 loss_giou: 0.658372 loss_class_aux: 4.744373 loss_bbox_aux: 1.029223 loss_giou_aux: 4.111572 loss_class_dn: 0.436591 loss_bbox_dn: 0.188309 loss_giou_dn: 0.616664 loss_class_aux_dn: 2.278251 loss_bbox_aux_dn: 1.052256 loss_giou_aux_dn: 3.263779 loss: 19.914191 eta: 42 days, 3:52:08 batch_cost: 0.8767 data_cost: 0.0082 ips: 9.1249 images/s [07/19 13:38:57] ppdet.engine INFO: Epoch: [0] [25200/54024] learning_rate: 0.000100 loss_class: 0.724230 loss_bbox: 0.157991 loss_giou: 0.633150 loss_class_aux: 4.742314 loss_bbox_aux: 1.030608 loss_giou_aux: 4.031694 loss_class_dn: 0.413787 loss_bbox_dn: 0.204392 loss_giou_dn: 0.590631 loss_class_aux_dn: 2.180474 loss_bbox_aux_dn: 1.119744 loss_giou_aux_dn: 3.118135 loss: 18.788324 eta: 42 days, 3:24:18 batch_cost: 0.8399 data_cost: 0.0007 ips: 9.5253 images/s [07/19 13:40:33] ppdet.engine INFO: Epoch: [0] [25300/54024] learning_rate: 0.000100 loss_class: 0.749503 loss_bbox: 0.154881 loss_giou: 0.611463 loss_class_aux: 4.840021 loss_bbox_aux: 0.965680 loss_giou_aux: 3.834825 loss_class_dn: 0.421594 loss_bbox_dn: 0.187780 loss_giou_dn: 0.584957 loss_class_aux_dn: 2.179149 loss_bbox_aux_dn: 1.038329 loss_giou_aux_dn: 3.107821 loss: 19.421165 eta: 42 days, 3:13:46 batch_cost: 0.9070 data_cost: 0.0007 ips: 8.8205 images/s [07/19 13:42:12] ppdet.engine INFO: Epoch: [0] [25400/54024] learning_rate: 0.000100 loss_class: 0.724795 loss_bbox: 0.165624 loss_giou: 0.632200 loss_class_aux: 4.513099 loss_bbox_aux: 1.082329 loss_giou_aux: 3.973553 loss_class_dn: 0.399582 loss_bbox_dn: 0.200881 loss_giou_dn: 0.593765 loss_class_aux_dn: 2.114054 loss_bbox_aux_dn: 1.128927 loss_giou_aux_dn: 3.211016 loss: 19.257714 eta: 42 days, 3:12:13 batch_cost: 0.9421 data_cost: 0.0711 ips: 8.4917 images/s [07/19 13:43:44] ppdet.engine INFO: Epoch: [0] [25500/54024] learning_rate: 0.000100 loss_class: 0.742000 loss_bbox: 0.174983 loss_giou: 0.616905 loss_class_aux: 4.696199 loss_bbox_aux: 1.122379 loss_giou_aux: 3.821626 loss_class_dn: 0.409929 loss_bbox_dn: 0.203247 loss_giou_dn: 0.582667 loss_class_aux_dn: 2.117182 loss_bbox_aux_dn: 1.131980 loss_giou_aux_dn: 3.097512 loss: 18.553422 eta: 42 days, 2:53:14 batch_cost: 0.8731 data_cost: 0.0008 ips: 9.1629 images/s [07/19 13:45:15] ppdet.engine INFO: Epoch: [0] [25600/54024] learning_rate: 0.000100 loss_class: 0.796034 loss_bbox: 0.169789 loss_giou: 0.674954 loss_class_aux: 5.002044 loss_bbox_aux: 1.083113 loss_giou_aux: 4.150877 loss_class_dn: 0.427252 loss_bbox_dn: 0.216247 loss_giou_dn: 0.616849 loss_class_aux_dn: 2.288563 loss_bbox_aux_dn: 1.171843 loss_giou_aux_dn: 3.280647 loss: 20.096992 eta: 42 days, 2:31:56 batch_cost: 0.8633 data_cost: 0.0334 ips: 9.2663 images/s [07/19 13:46:53] ppdet.engine INFO: Epoch: [0] [25700/54024] learning_rate: 0.000100 loss_class: 0.774361 loss_bbox: 0.178245 loss_giou: 0.680005 loss_class_aux: 4.839690 loss_bbox_aux: 1.188918 loss_giou_aux: 4.275361 loss_class_dn: 0.418652 loss_bbox_dn: 0.221975 loss_giou_dn: 0.637362 loss_class_aux_dn: 2.211733 loss_bbox_aux_dn: 1.212932 loss_giou_aux_dn: 3.353968 loss: 20.065042 eta: 42 days, 2:28:18 batch_cost: 0.9332 data_cost: 0.0730 ips: 8.5728 images/s [07/19 13:48:23] ppdet.engine INFO: Epoch: [0] [25800/54024] learning_rate: 0.000100 loss_class: 0.742439 loss_bbox: 0.156416 loss_giou: 0.592222 loss_class_aux: 4.601606 loss_bbox_aux: 1.015627 loss_giou_aux: 3.745503 loss_class_dn: 0.409826 loss_bbox_dn: 0.205085 loss_giou_dn: 0.601884 loss_class_aux_dn: 2.143718 loss_bbox_aux_dn: 1.123893 loss_giou_aux_dn: 3.225511 loss: 18.984660 eta: 42 days, 2:03:53 batch_cost: 0.8499 data_cost: 0.0007 ips: 9.4127 images/s [07/19 13:49:59] ppdet.engine INFO: Epoch: [0] [25900/54024] learning_rate: 0.000100 loss_class: 0.707980 loss_bbox: 0.160481 loss_giou: 0.573477 loss_class_aux: 4.492111 loss_bbox_aux: 1.036217 loss_giou_aux: 3.585721 loss_class_dn: 0.389307 loss_bbox_dn: 0.197584 loss_giou_dn: 0.536259 loss_class_aux_dn: 2.034465 loss_bbox_aux_dn: 1.082919 loss_giou_aux_dn: 2.875231 loss: 18.093832 eta: 42 days, 1:55:09 batch_cost: 0.9122 data_cost: 0.0008 ips: 8.7696 images/s [07/19 13:51:27] ppdet.engine INFO: Epoch: [0] [26000/54024] learning_rate: 0.000100 loss_class: 0.749232 loss_bbox: 0.161139 loss_giou: 0.653700 loss_class_aux: 4.737547 loss_bbox_aux: 1.065714 loss_giou_aux: 4.066627 loss_class_dn: 0.409225 loss_bbox_dn: 0.212452 loss_giou_dn: 0.618430 loss_class_aux_dn: 2.134591 loss_bbox_aux_dn: 1.197095 loss_giou_aux_dn: 3.286612 loss: 19.266660 eta: 42 days, 1:27:48 batch_cost: 0.8368 data_cost: 0.0008 ips: 9.5599 images/s [07/19 13:52:59] ppdet.engine INFO: Epoch: [0] [26100/54024] learning_rate: 0.000100 loss_class: 0.723634 loss_bbox: 0.163493 loss_giou: 0.631232 loss_class_aux: 4.592792 loss_bbox_aux: 1.040747 loss_giou_aux: 3.884380 loss_class_dn: 0.396255 loss_bbox_dn: 0.209991 loss_giou_dn: 0.577622 loss_class_aux_dn: 2.097074 loss_bbox_aux_dn: 1.153107 loss_giou_aux_dn: 3.067387 loss: 18.750637 eta: 42 days, 1:07:41 batch_cost: 0.8654 data_cost: 0.0264 ips: 9.2444 images/s [07/19 13:54:34] ppdet.engine INFO: Epoch: [0] [26200/54024] learning_rate: 0.000100 loss_class: 0.717346 loss_bbox: 0.170056 loss_giou: 0.621463 loss_class_aux: 4.519592 loss_bbox_aux: 1.091671 loss_giou_aux: 3.959698 loss_class_dn: 0.422526 loss_bbox_dn: 0.211302 loss_giou_dn: 0.571754 loss_class_aux_dn: 2.208161 loss_bbox_aux_dn: 1.153139 loss_giou_aux_dn: 3.112478 loss: 18.920473 eta: 42 days, 0:57:33 batch_cost: 0.9054 data_cost: 0.0287 ips: 8.8356 images/s [07/19 13:56:02] ppdet.engine INFO: Epoch: [0] [26300/54024] learning_rate: 0.000100 loss_class: 0.778789 loss_bbox: 0.178730 loss_giou: 0.658695 loss_class_aux: 4.893997 loss_bbox_aux: 1.171722 loss_giou_aux: 4.074129 loss_class_dn: 0.436235 loss_bbox_dn: 0.225036 loss_giou_dn: 0.626718 loss_class_aux_dn: 2.285711 loss_bbox_aux_dn: 1.236186 loss_giou_aux_dn: 3.288827 loss: 19.970963 eta: 42 days, 0:28:36 batch_cost: 0.8283 data_cost: 0.0006 ips: 9.6589 images/s [07/19 13:57:40] ppdet.engine INFO: Epoch: [0] [26400/54024] learning_rate: 0.000100 loss_class: 0.725415 loss_bbox: 0.159953 loss_giou: 0.612332 loss_class_aux: 4.603573 loss_bbox_aux: 1.039030 loss_giou_aux: 3.857692 loss_class_dn: 0.396973 loss_bbox_dn: 0.201449 loss_giou_dn: 0.570866 loss_class_aux_dn: 2.112270 loss_bbox_aux_dn: 1.101660 loss_giou_aux_dn: 3.039074 loss: 18.454971 eta: 42 days, 0:24:37 batch_cost: 0.9298 data_cost: 0.1043 ips: 8.6036 images/s [07/19 13:59:14] ppdet.engine INFO: Epoch: [0] [26500/54024] learning_rate: 0.000100 loss_class: 0.776540 loss_bbox: 0.177674 loss_giou: 0.645400 loss_class_aux: 4.869994 loss_bbox_aux: 1.152409 loss_giou_aux: 4.075369 loss_class_dn: 0.424308 loss_bbox_dn: 0.212757 loss_giou_dn: 0.613178 loss_class_aux_dn: 2.188777 loss_bbox_aux_dn: 1.170867 loss_giou_aux_dn: 3.279695 loss: 19.936766 eta: 42 days, 0:10:45 batch_cost: 0.8890 data_cost: 0.0412 ips: 8.9986 images/s [07/19 14:00:43] ppdet.engine INFO: Epoch: [0] [26600/54024] learning_rate: 0.000100 loss_class: 0.747139 loss_bbox: 0.162254 loss_giou: 0.619721 loss_class_aux: 4.763323 loss_bbox_aux: 1.041428 loss_giou_aux: 3.832808 loss_class_dn: 0.423673 loss_bbox_dn: 0.196113 loss_giou_dn: 0.588942 loss_class_aux_dn: 2.222796 loss_bbox_aux_dn: 1.081895 loss_giou_aux_dn: 3.176505 loss: 19.161877 eta: 41 days, 23:46:59 batch_cost: 0.8478 data_cost: 0.0070 ips: 9.4366 images/s [07/19 14:02:26] ppdet.engine INFO: Epoch: [0] [26700/54024] learning_rate: 0.000100 loss_class: 0.752663 loss_bbox: 0.156202 loss_giou: 0.645949 loss_class_aux: 4.650909 loss_bbox_aux: 0.999483 loss_giou_aux: 3.998028 loss_class_dn: 0.415733 loss_bbox_dn: 0.199370 loss_giou_dn: 0.613420 loss_class_aux_dn: 2.187735 loss_bbox_aux_dn: 1.079659 loss_giou_aux_dn: 3.243696 loss: 19.443121 eta: 41 days, 23:55:34 batch_cost: 0.9812 data_cost: 0.0152 ips: 8.1531 images/s [07/19 14:03:54] ppdet.engine INFO: Epoch: [0] [26800/54024] learning_rate: 0.000100 loss_class: 0.795016 loss_bbox: 0.171035 loss_giou: 0.646307 loss_class_aux: 5.019677 loss_bbox_aux: 1.105501 loss_giou_aux: 3.996440 loss_class_dn: 0.440122 loss_bbox_dn: 0.207232 loss_giou_dn: 0.606277 loss_class_aux_dn: 2.311516 loss_bbox_aux_dn: 1.163040 loss_giou_aux_dn: 3.265453 loss: 20.796463 eta: 41 days, 23:28:23 batch_cost: 0.8327 data_cost: 0.0160 ips: 9.6078 images/s [07/19 14:05:26] ppdet.engine INFO: Epoch: [0] [26900/54024] learning_rate: 0.000100 loss_class: 0.770389 loss_bbox: 0.170684 loss_giou: 0.718339 loss_class_aux: 4.702667 loss_bbox_aux: 1.098978 loss_giou_aux: 4.453960 loss_class_dn: 0.423842 loss_bbox_dn: 0.201423 loss_giou_dn: 0.635491 loss_class_aux_dn: 2.240398 loss_bbox_aux_dn: 1.128306 loss_giou_aux_dn: 3.408493 loss: 20.086026 eta: 41 days, 23:13:00 batch_cost: 0.8811 data_cost: 0.0224 ips: 9.0791 images/s [07/19 14:07:22] ppdet.engine INFO: Epoch: [0] [27000/54024] learning_rate: 0.000100 loss_class: 0.768170 loss_bbox: 0.158379 loss_giou: 0.615000 loss_class_aux: 4.873321 loss_bbox_aux: 1.000238 loss_giou_aux: 3.883985 loss_class_dn: 0.411339 loss_bbox_dn: 0.201134 loss_giou_dn: 0.570896 loss_class_aux_dn: 2.136983 loss_bbox_aux_dn: 1.134004 loss_giou_aux_dn: 3.089854 loss: 18.509559 eta: 41 days, 23:51:46 batch_cost: 1.1078 data_cost: 0.0429 ips: 7.2212 images/s [07/19 14:08:55] ppdet.engine INFO: Epoch: [0] [27100/54024] learning_rate: 0.000100 loss_class: 0.770430 loss_bbox: 0.169075 loss_giou: 0.664377 loss_class_aux: 4.784242 loss_bbox_aux: 1.089964 loss_giou_aux: 4.126933 loss_class_dn: 0.413394 loss_bbox_dn: 0.208379 loss_giou_dn: 0.619165 loss_class_aux_dn: 2.174368 loss_bbox_aux_dn: 1.144981 loss_giou_aux_dn: 3.284259 loss: 19.508114 eta: 41 days, 23:35:25 batch_cost: 0.8771 data_cost: 0.0081 ips: 9.1207 images/s [07/19 14:10:45] ppdet.engine INFO: Epoch: [0] [27200/54024] learning_rate: 0.000100 loss_class: 0.746238 loss_bbox: 0.167922 loss_giou: 0.640419 loss_class_aux: 4.658654 loss_bbox_aux: 1.087697 loss_giou_aux: 4.018929 loss_class_dn: 0.424165 loss_bbox_dn: 0.198968 loss_giou_dn: 0.612557 loss_class_aux_dn: 2.208426 loss_bbox_aux_dn: 1.094223 loss_giou_aux_dn: 3.302415 loss: 19.558185 eta: 41 days, 23:59:43 batch_cost: 1.0483 data_cost: 0.1057 ips: 7.6312 images/s [07/19 14:12:24] ppdet.engine INFO: Epoch: [0] [27300/54024] learning_rate: 0.000100 loss_class: 0.755707 loss_bbox: 0.174949 loss_giou: 0.654757 loss_class_aux: 4.878857 loss_bbox_aux: 1.126684 loss_giou_aux: 4.130058 loss_class_dn: 0.427514 loss_bbox_dn: 0.213027 loss_giou_dn: 0.620077 loss_class_aux_dn: 2.242215 loss_bbox_aux_dn: 1.141302 loss_giou_aux_dn: 3.295003 loss: 19.999675 eta: 42 days, 0:01:01 batch_cost: 0.9516 data_cost: 0.0106 ips: 8.4066 images/s [07/19 14:13:56] ppdet.engine INFO: Epoch: [0] [27400/54024] learning_rate: 0.000100 loss_class: 0.763389 loss_bbox: 0.171216 loss_giou: 0.652542 loss_class_aux: 4.934996 loss_bbox_aux: 1.049846 loss_giou_aux: 4.047366 loss_class_dn: 0.437545 loss_bbox_dn: 0.204967 loss_giou_dn: 0.599124 loss_class_aux_dn: 2.303003 loss_bbox_aux_dn: 1.127769 loss_giou_aux_dn: 3.186477 loss: 19.988976 eta: 41 days, 23:42:33 batch_cost: 0.8676 data_cost: 0.0129 ips: 9.2209 images/s [07/19 14:15:36] ppdet.engine INFO: Epoch: [0] [27500/54024] learning_rate: 0.000100 loss_class: 0.702474 loss_bbox: 0.150168 loss_giou: 0.568088 loss_class_aux: 4.417547 loss_bbox_aux: 0.983371 loss_giou_aux: 3.639395 loss_class_dn: 0.381710 loss_bbox_dn: 0.185546 loss_giou_dn: 0.536863 loss_class_aux_dn: 1.991432 loss_bbox_aux_dn: 1.048375 loss_giou_aux_dn: 2.886848 loss: 18.052195 eta: 41 days, 23:43:29 batch_cost: 0.9500 data_cost: 0.0008 ips: 8.4212 images/s [07/19 14:17:10] ppdet.engine INFO: Epoch: [0] [27600/54024] learning_rate: 0.000100 loss_class: 0.772351 loss_bbox: 0.170920 loss_giou: 0.698238 loss_class_aux: 4.784420 loss_bbox_aux: 1.088340 loss_giou_aux: 4.292820 loss_class_dn: 0.412631 loss_bbox_dn: 0.196652 loss_giou_dn: 0.633702 loss_class_aux_dn: 2.177342 loss_bbox_aux_dn: 1.105356 loss_giou_aux_dn: 3.337979 loss: 20.341478 eta: 41 days, 23:29:40 batch_cost: 0.8867 data_cost: 0.0006 ips: 9.0221 images/s [07/19 14:19:00] ppdet.engine INFO: Epoch: [0] [27700/54024] learning_rate: 0.000100 loss_class: 0.786553 loss_bbox: 0.177307 loss_giou: 0.650093 loss_class_aux: 4.933083 loss_bbox_aux: 1.130323 loss_giou_aux: 4.067307 loss_class_dn: 0.414912 loss_bbox_dn: 0.201488 loss_giou_dn: 0.590371 loss_class_aux_dn: 2.166288 loss_bbox_aux_dn: 1.114774 loss_giou_aux_dn: 3.139639 loss: 18.637495 eta: 41 days, 23:54:53 batch_cost: 1.0544 data_cost: 0.1179 ips: 7.5871 images/s [07/19 14:20:32] ppdet.engine INFO: Epoch: [0] [27800/54024] learning_rate: 0.000100 loss_class: 0.780522 loss_bbox: 0.165701 loss_giou: 0.664386 loss_class_aux: 4.888525 loss_bbox_aux: 1.027133 loss_giou_aux: 4.210264 loss_class_dn: 0.415301 loss_bbox_dn: 0.202637 loss_giou_dn: 0.619695 loss_class_aux_dn: 2.198997 loss_bbox_aux_dn: 1.131445 loss_giou_aux_dn: 3.325155 loss: 19.711188 eta: 41 days, 23:38:53 batch_cost: 0.8772 data_cost: 0.0006 ips: 9.1201 images/s [07/19 14:22:09] ppdet.engine INFO: Epoch: [0] [27900/54024] learning_rate: 0.000100 loss_class: 0.750445 loss_bbox: 0.168019 loss_giou: 0.619248 loss_class_aux: 4.801037 loss_bbox_aux: 1.087007 loss_giou_aux: 3.801438 loss_class_dn: 0.425580 loss_bbox_dn: 0.188789 loss_giou_dn: 0.585939 loss_class_aux_dn: 2.253452 loss_bbox_aux_dn: 1.069380 loss_giou_aux_dn: 3.107906 loss: 19.594132 eta: 41 days, 23:31:01 batch_cost: 0.9120 data_cost: 0.0396 ips: 8.7721 images/s [07/19 14:24:02] ppdet.engine INFO: Epoch: [0] [28000/54024] learning_rate: 0.000100 loss_class: 0.757883 loss_bbox: 0.160983 loss_giou: 0.606002 loss_class_aux: 4.752420 loss_bbox_aux: 1.025078 loss_giou_aux: 3.800337 loss_class_dn: 0.408082 loss_bbox_dn: 0.200221 loss_giou_dn: 0.573546 loss_class_aux_dn: 2.141974 loss_bbox_aux_dn: 1.094291 loss_giou_aux_dn: 3.027878 loss: 18.968343 eta: 42 days, 0:02:31 batch_cost: 1.0830 data_cost: 0.0007 ips: 7.3867 images/s [07/19 14:25:33] ppdet.engine INFO: Epoch: [0] [28100/54024] learning_rate: 0.000100 loss_class: 0.759845 loss_bbox: 0.171902 loss_giou: 0.580119 loss_class_aux: 4.768269 loss_bbox_aux: 1.113776 loss_giou_aux: 3.606817 loss_class_dn: 0.396377 loss_bbox_dn: 0.212579 loss_giou_dn: 0.559360 loss_class_aux_dn: 2.108739 loss_bbox_aux_dn: 1.142110 loss_giou_aux_dn: 3.050013 loss: 18.850294 eta: 41 days, 23:42:53 batch_cost: 0.8609 data_cost: 0.0007 ips: 9.2931 images/s [07/19 14:27:08] ppdet.engine INFO: Epoch: [0] [28200/54024] learning_rate: 0.000100 loss_class: 0.778144 loss_bbox: 0.171975 loss_giou: 0.653888 loss_class_aux: 4.874647 loss_bbox_aux: 1.129884 loss_giou_aux: 4.134480 loss_class_dn: 0.433562 loss_bbox_dn: 0.205036 loss_giou_dn: 0.617451 loss_class_aux_dn: 2.277409 loss_bbox_aux_dn: 1.133548 loss_giou_aux_dn: 3.265525 loss: 19.783767 eta: 41 days, 23:34:42 batch_cost: 0.9104 data_cost: 0.0007 ips: 8.7870 images/s [07/19 14:28:56] ppdet.engine INFO: Epoch: [0] [28300/54024] learning_rate: 0.000100 loss_class: 0.714573 loss_bbox: 0.154441 loss_giou: 0.590945 loss_class_aux: 4.546852 loss_bbox_aux: 0.977611 loss_giou_aux: 3.682566 loss_class_dn: 0.392620 loss_bbox_dn: 0.197494 loss_giou_dn: 0.572005 loss_class_aux_dn: 2.076144 loss_bbox_aux_dn: 1.103585 loss_giou_aux_dn: 3.053918 loss: 18.545840 eta: 41 days, 23:52:56 batch_cost: 1.0264 data_cost: 0.0662 ips: 7.7942 images/s [07/19 14:30:23] ppdet.engine INFO: Epoch: [0] [28400/54024] learning_rate: 0.000100 loss_class: 0.761359 loss_bbox: 0.167557 loss_giou: 0.683407 loss_class_aux: 4.782447 loss_bbox_aux: 1.060981 loss_giou_aux: 4.242622 loss_class_dn: 0.430322 loss_bbox_dn: 0.205166 loss_giou_dn: 0.607941 loss_class_aux_dn: 2.283025 loss_bbox_aux_dn: 1.156236 loss_giou_aux_dn: 3.269813 loss: 19.404410 eta: 41 days, 23:25:29 batch_cost: 0.8254 data_cost: 0.0007 ips: 9.6917 images/s [07/19 14:31:57] ppdet.engine INFO: Epoch: [0] [28500/54024] learning_rate: 0.000100 loss_class: 0.771253 loss_bbox: 0.172204 loss_giou: 0.616743 loss_class_aux: 4.923799 loss_bbox_aux: 1.094896 loss_giou_aux: 3.911866 loss_class_dn: 0.419323 loss_bbox_dn: 0.209583 loss_giou_dn: 0.580682 loss_class_aux_dn: 2.212112 loss_bbox_aux_dn: 1.175781 loss_giou_aux_dn: 3.100639 loss: 19.706499 eta: 41 days, 23:12:21 batch_cost: 0.8880 data_cost: 0.0016 ips: 9.0088 images/s [07/19 14:33:29] ppdet.engine INFO: Epoch: [0] [28600/54024] learning_rate: 0.000100 loss_class: 0.822562 loss_bbox: 0.170260 loss_giou: 0.705353 loss_class_aux: 5.130929 loss_bbox_aux: 1.078390 loss_giou_aux: 4.366829 loss_class_dn: 0.440254 loss_bbox_dn: 0.211963 loss_giou_dn: 0.644843 loss_class_aux_dn: 2.329153 loss_bbox_aux_dn: 1.190855 loss_giou_aux_dn: 3.440898 loss: 20.281294 eta: 41 days, 22:55:51 batch_cost: 0.8727 data_cost: 0.0175 ips: 9.1672 images/s [07/19 14:35:01] ppdet.engine INFO: Epoch: [0] [28700/54024] learning_rate: 0.000100 loss_class: 0.743166 loss_bbox: 0.157465 loss_giou: 0.579548 loss_class_aux: 4.717766 loss_bbox_aux: 1.007218 loss_giou_aux: 3.675202 loss_class_dn: 0.401646 loss_bbox_dn: 0.201993 loss_giou_dn: 0.559610 loss_class_aux_dn: 2.111285 loss_bbox_aux_dn: 1.145293 loss_giou_aux_dn: 2.964496 loss: 18.038583 eta: 41 days, 22:40:21 batch_cost: 0.8766 data_cost: 0.0008 ips: 9.1259 images/s [07/19 14:36:35] ppdet.engine INFO: Epoch: [0] [28800/54024] learning_rate: 0.000100 loss_class: 0.747735 loss_bbox: 0.164746 loss_giou: 0.572615 loss_class_aux: 4.777427 loss_bbox_aux: 1.057697 loss_giou_aux: 3.568813 loss_class_dn: 0.405524 loss_bbox_dn: 0.202904 loss_giou_dn: 0.571591 loss_class_aux_dn: 2.110236 loss_bbox_aux_dn: 1.128473 loss_giou_aux_dn: 3.067127 loss: 18.740088 eta: 41 days, 22:26:41 batch_cost: 0.8845 data_cost: 0.0569 ips: 9.0445 images/s [07/19 14:38:12] ppdet.engine INFO: Epoch: [0] [28900/54024] learning_rate: 0.000100 loss_class: 0.706637 loss_bbox: 0.154964 loss_giou: 0.600988 loss_class_aux: 4.432868 loss_bbox_aux: 1.001448 loss_giou_aux: 3.701721 loss_class_dn: 0.383602 loss_bbox_dn: 0.203435 loss_giou_dn: 0.551716 loss_class_aux_dn: 2.028762 loss_bbox_aux_dn: 1.124920 loss_giou_aux_dn: 2.948253 loss: 17.806572 eta: 41 days, 22:21:47 batch_cost: 0.9234 data_cost: 0.0229 ips: 8.6636 images/s [07/19 14:39:48] ppdet.engine INFO: Epoch: [0] [29000/54024] learning_rate: 0.000100 loss_class: 0.787280 loss_bbox: 0.167171 loss_giou: 0.659656 loss_class_aux: 4.921946 loss_bbox_aux: 1.084408 loss_giou_aux: 4.153994 loss_class_dn: 0.434733 loss_bbox_dn: 0.190692 loss_giou_dn: 0.624103 loss_class_aux_dn: 2.260232 loss_bbox_aux_dn: 1.063547 loss_giou_aux_dn: 3.349993 loss: 20.392901 eta: 41 days, 22:12:53 batch_cost: 0.9053 data_cost: 0.0162 ips: 8.8364 images/s [07/19 14:41:29] ppdet.engine INFO: Epoch: [0] [29100/54024] learning_rate: 0.000100 loss_class: 0.717710 loss_bbox: 0.168068 loss_giou: 0.657013 loss_class_aux: 4.542523 loss_bbox_aux: 1.098659 loss_giou_aux: 4.165479 loss_class_dn: 0.409782 loss_bbox_dn: 0.203922 loss_giou_dn: 0.619296 loss_class_aux_dn: 2.113289 loss_bbox_aux_dn: 1.121990 loss_giou_aux_dn: 3.273186 loss: 19.285000 eta: 41 days, 22:17:50 batch_cost: 0.9677 data_cost: 0.0007 ips: 8.2671 images/s [07/19 14:42:59] ppdet.engine INFO: Epoch: [0] [29200/54024] learning_rate: 0.000100 loss_class: 0.746943 loss_bbox: 0.169170 loss_giou: 0.617532 loss_class_aux: 4.675269 loss_bbox_aux: 1.108732 loss_giou_aux: 3.878865 loss_class_dn: 0.404020 loss_bbox_dn: 0.206359 loss_giou_dn: 0.606812 loss_class_aux_dn: 2.096827 loss_bbox_aux_dn: 1.127121 loss_giou_aux_dn: 3.234753 loss: 19.138463 eta: 41 days, 21:56:34 batch_cost: 0.8490 data_cost: 0.0076 ips: 9.4231 images/s [07/19 14:44:37] ppdet.engine INFO: Epoch: [0] [29300/54024] learning_rate: 0.000100 loss_class: 0.734250 loss_bbox: 0.159636 loss_giou: 0.614940 loss_class_aux: 4.569201 loss_bbox_aux: 1.034078 loss_giou_aux: 3.831064 loss_class_dn: 0.394171 loss_bbox_dn: 0.194207 loss_giou_dn: 0.571618 loss_class_aux_dn: 2.083809 loss_bbox_aux_dn: 1.088064 loss_giou_aux_dn: 3.031985 loss: 18.277242 eta: 41 days, 21:54:02 batch_cost: 0.9336 data_cost: 0.0006 ips: 8.5689 images/s [07/19 14:46:15] ppdet.engine INFO: Epoch: [0] [29400/54024] learning_rate: 0.000100 loss_class: 0.722854 loss_bbox: 0.160378 loss_giou: 0.654872 loss_class_aux: 4.492804 loss_bbox_aux: 1.031171 loss_giou_aux: 4.112962 loss_class_dn: 0.393227 loss_bbox_dn: 0.201721 loss_giou_dn: 0.575913 loss_class_aux_dn: 2.080063 loss_bbox_aux_dn: 1.113135 loss_giou_aux_dn: 3.072677 loss: 18.914795 eta: 41 days, 21:49:48 batch_cost: 0.9259 data_cost: 0.0332 ips: 8.6406 images/s [07/19 14:47:43] ppdet.engine INFO: Epoch: [0] [29500/54024] learning_rate: 0.000100 loss_class: 0.759152 loss_bbox: 0.161832 loss_giou: 0.635811 loss_class_aux: 4.838177 loss_bbox_aux: 1.020687 loss_giou_aux: 3.918821 loss_class_dn: 0.405584 loss_bbox_dn: 0.199384 loss_giou_dn: 0.594331 loss_class_aux_dn: 2.131234 loss_bbox_aux_dn: 1.082797 loss_giou_aux_dn: 3.190609 loss: 18.928918 eta: 41 days, 21:26:16 batch_cost: 0.8372 data_cost: 0.0013 ips: 9.5552 images/s [07/19 14:49:31] ppdet.engine INFO: Epoch: [0] [29600/54024] learning_rate: 0.000100 loss_class: 0.726092 loss_bbox: 0.160414 loss_giou: 0.547640 loss_class_aux: 4.631023 loss_bbox_aux: 1.042239 loss_giou_aux: 3.476306 loss_class_dn: 0.377743 loss_bbox_dn: 0.197440 loss_giou_dn: 0.527801 loss_class_aux_dn: 1.974601 loss_bbox_aux_dn: 1.102676 loss_giou_aux_dn: 2.830273 loss: 17.443893 eta: 41 days, 21:46:05 batch_cost: 1.0361 data_cost: 0.0799 ips: 7.7216 images/s [07/19 14:51:15] ppdet.engine INFO: Epoch: [0] [29700/54024] learning_rate: 0.000100 loss_class: 0.748301 loss_bbox: 0.173292 loss_giou: 0.657290 loss_class_aux: 4.694134 loss_bbox_aux: 1.102904 loss_giou_aux: 4.084767 loss_class_dn: 0.425302 loss_bbox_dn: 0.204231 loss_giou_dn: 0.601647 loss_class_aux_dn: 2.216200 loss_bbox_aux_dn: 1.107984 loss_giou_aux_dn: 3.229885 loss: 19.572865 eta: 41 days, 21:55:13 batch_cost: 0.9874 data_cost: 0.1287 ips: 8.1023 images/s [07/19 14:52:52] ppdet.engine INFO: Epoch: [0] [29800/54024] learning_rate: 0.000100 loss_class: 0.744999 loss_bbox: 0.159321 loss_giou: 0.604232 loss_class_aux: 4.637842 loss_bbox_aux: 1.072536 loss_giou_aux: 3.805680 loss_class_dn: 0.408259 loss_bbox_dn: 0.200714 loss_giou_dn: 0.579722 loss_class_aux_dn: 2.135889 loss_bbox_aux_dn: 1.099821 loss_giou_aux_dn: 3.096660 loss: 19.147847 eta: 41 days, 21:49:48 batch_cost: 0.9203 data_cost: 0.0007 ips: 8.6928 images/s [07/19 14:54:52] ppdet.engine INFO: Epoch: [0] [29900/54024] learning_rate: 0.000100 loss_class: 0.770839 loss_bbox: 0.160374 loss_giou: 0.619554 loss_class_aux: 4.750611 loss_bbox_aux: 1.049295 loss_giou_aux: 3.875661 loss_class_dn: 0.412361 loss_bbox_dn: 0.204781 loss_giou_dn: 0.595369 loss_class_aux_dn: 2.173231 loss_bbox_aux_dn: 1.110672 loss_giou_aux_dn: 3.174839 loss: 19.302276 eta: 41 days, 22:34:36 batch_cost: 1.1536 data_cost: 0.0183 ips: 6.9348 images/s [07/19 14:56:28] ppdet.engine INFO: Epoch: [0] [30000/54024] learning_rate: 0.000100 loss_class: 0.741984 loss_bbox: 0.154936 loss_giou: 0.617989 loss_class_aux: 4.641444 loss_bbox_aux: 0.963870 loss_giou_aux: 3.886158 loss_class_dn: 0.414109 loss_bbox_dn: 0.197390 loss_giou_dn: 0.572547 loss_class_aux_dn: 2.171142 loss_bbox_aux_dn: 1.078974 loss_giou_aux_dn: 3.045984 loss: 18.827381 eta: 41 days, 22:27:07 batch_cost: 0.9112 data_cost: 0.0591 ips: 8.7792 images/s [07/19 14:58:05] ppdet.engine INFO: Epoch: [0] [30100/54024] learning_rate: 0.000100 loss_class: 0.719812 loss_bbox: 0.155633 loss_giou: 0.627571 loss_class_aux: 4.568950 loss_bbox_aux: 0.993077 loss_giou_aux: 3.901034 loss_class_dn: 0.400601 loss_bbox_dn: 0.173486 loss_giou_dn: 0.592454 loss_class_aux_dn: 2.116786 loss_bbox_aux_dn: 0.965096 loss_giou_aux_dn: 3.226251 loss: 18.606808 eta: 41 days, 22:21:47 batch_cost: 0.9211 data_cost: 0.0037 ips: 8.6856 images/s [07/19 14:59:52] ppdet.engine INFO: Epoch: [0] [30200/54024] learning_rate: 0.000100 loss_class: 0.748161 loss_bbox: 0.175120 loss_giou: 0.688913 loss_class_aux: 4.740247 loss_bbox_aux: 1.108113 loss_giou_aux: 4.269783 loss_class_dn: 0.406180 loss_bbox_dn: 0.195609 loss_giou_dn: 0.631584 loss_class_aux_dn: 2.126770 loss_bbox_aux_dn: 1.125704 loss_giou_aux_dn: 3.371834 loss: 19.697984 eta: 41 days, 22:39:43 batch_cost: 1.0302 data_cost: 0.1438 ips: 7.7656 images/s [07/19 15:01:42] ppdet.engine INFO: Epoch: [0] [30300/54024] learning_rate: 0.000100 loss_class: 0.726485 loss_bbox: 0.149726 loss_giou: 0.638477 loss_class_aux: 4.571991 loss_bbox_aux: 0.966777 loss_giou_aux: 3.938876 loss_class_dn: 0.404769 loss_bbox_dn: 0.175820 loss_giou_dn: 0.587961 loss_class_aux_dn: 2.112290 loss_bbox_aux_dn: 0.971464 loss_giou_aux_dn: 3.117303 loss: 18.414478 eta: 41 days, 23:00:43 batch_cost: 1.0453 data_cost: 0.1294 ips: 7.6532 images/s [07/19 15:03:32] ppdet.engine INFO: Epoch: [0] [30400/54024] learning_rate: 0.000100 loss_class: 0.770650 loss_bbox: 0.164622 loss_giou: 0.689247 loss_class_aux: 4.799794 loss_bbox_aux: 1.087870 loss_giou_aux: 4.329485 loss_class_dn: 0.420792 loss_bbox_dn: 0.202119 loss_giou_dn: 0.611111 loss_class_aux_dn: 2.203545 loss_bbox_aux_dn: 1.127150 loss_giou_aux_dn: 3.257339 loss: 19.743868 eta: 41 days, 23:22:48 batch_cost: 1.0510 data_cost: 0.2143 ips: 7.6115 images/s [07/19 15:05:00] ppdet.engine INFO: Epoch: [0] [30500/54024] learning_rate: 0.000100 loss_class: 0.751963 loss_bbox: 0.165239 loss_giou: 0.603820 loss_class_aux: 4.682979 loss_bbox_aux: 1.047921 loss_giou_aux: 3.859272 loss_class_dn: 0.406955 loss_bbox_dn: 0.207521 loss_giou_dn: 0.566865 loss_class_aux_dn: 2.146383 loss_bbox_aux_dn: 1.162693 loss_giou_aux_dn: 3.064293 loss: 18.922922 eta: 41 days, 22:58:53 batch_cost: 0.8338 data_cost: 0.0007 ips: 9.5952 images/s [07/19 15:06:48] ppdet.engine INFO: Epoch: [0] [30600/54024] learning_rate: 0.000100 loss_class: 0.778443 loss_bbox: 0.153812 loss_giou: 0.617776 loss_class_aux: 4.872416 loss_bbox_aux: 1.018218 loss_giou_aux: 3.813291 loss_class_dn: 0.409908 loss_bbox_dn: 0.199708 loss_giou_dn: 0.570714 loss_class_aux_dn: 2.167731 loss_bbox_aux_dn: 1.090497 loss_giou_aux_dn: 3.073828 loss: 19.337916 eta: 41 days, 23:16:49 batch_cost: 1.0321 data_cost: 0.0668 ips: 7.7512 images/s [07/19 15:08:46] ppdet.engine INFO: Epoch: [0] [30700/54024] learning_rate: 0.000100 loss_class: 0.734112 loss_bbox: 0.168079 loss_giou: 0.676296 loss_class_aux: 4.714818 loss_bbox_aux: 1.055769 loss_giou_aux: 4.230424 loss_class_dn: 0.412272 loss_bbox_dn: 0.196144 loss_giou_dn: 0.621454 loss_class_aux_dn: 2.170399 loss_bbox_aux_dn: 1.103670 loss_giou_aux_dn: 3.350210 loss: 19.366779 eta: 41 days, 23:55:27 batch_cost: 1.1316 data_cost: 0.0349 ips: 7.0698 images/s [07/19 15:10:25] ppdet.engine INFO: Epoch: [0] [30800/54024] learning_rate: 0.000100 loss_class: 0.722851 loss_bbox: 0.155441 loss_giou: 0.617751 loss_class_aux: 4.587460 loss_bbox_aux: 1.002784 loss_giou_aux: 3.887547 loss_class_dn: 0.399710 loss_bbox_dn: 0.199906 loss_giou_dn: 0.578426 loss_class_aux_dn: 2.090416 loss_bbox_aux_dn: 1.131430 loss_giou_aux_dn: 3.110616 loss: 17.955517 eta: 41 days, 23:53:29 batch_cost: 0.9384 data_cost: 0.0827 ips: 8.5256 images/s [07/19 15:11:54] ppdet.engine INFO: Epoch: [0] [30900/54024] learning_rate: 0.000100 loss_class: 0.755544 loss_bbox: 0.164131 loss_giou: 0.648124 loss_class_aux: 4.700788 loss_bbox_aux: 1.045052 loss_giou_aux: 4.048462 loss_class_dn: 0.404404 loss_bbox_dn: 0.207847 loss_giou_dn: 0.602771 loss_class_aux_dn: 2.129930 loss_bbox_aux_dn: 1.149157 loss_giou_aux_dn: 3.200202 loss: 19.106748 eta: 41 days, 23:32:21 batch_cost: 0.8462 data_cost: 0.0009 ips: 9.4536 images/s [07/19 15:13:26] ppdet.engine INFO: Epoch: [0] [31000/54024] learning_rate: 0.000100 loss_class: 0.760850 loss_bbox: 0.162144 loss_giou: 0.600119 loss_class_aux: 4.794461 loss_bbox_aux: 1.058526 loss_giou_aux: 3.776007 loss_class_dn: 0.406720 loss_bbox_dn: 0.206968 loss_giou_dn: 0.570124 loss_class_aux_dn: 2.137994 loss_bbox_aux_dn: 1.117290 loss_giou_aux_dn: 3.095060 loss: 18.910057 eta: 41 days, 23:16:54 batch_cost: 0.8730 data_cost: 0.0006 ips: 9.1637 images/s [07/19 15:15:11] ppdet.engine INFO: Epoch: [0] [31100/54024] learning_rate: 0.000100 loss_class: 0.754969 loss_bbox: 0.164604 loss_giou: 0.636822 loss_class_aux: 4.717589 loss_bbox_aux: 1.050774 loss_giou_aux: 3.962702 loss_class_dn: 0.406664 loss_bbox_dn: 0.206189 loss_giou_dn: 0.572162 loss_class_aux_dn: 2.125890 loss_bbox_aux_dn: 1.122885 loss_giou_aux_dn: 3.027910 loss: 18.626349 eta: 41 days, 23:26:53 batch_cost: 0.9956 data_cost: 0.0007 ips: 8.0351 images/s [07/19 15:16:48] ppdet.engine INFO: Epoch: [0] [31200/54024] learning_rate: 0.000100 loss_class: 0.731882 loss_bbox: 0.167099 loss_giou: 0.647046 loss_class_aux: 4.598916 loss_bbox_aux: 1.087871 loss_giou_aux: 3.999762 loss_class_dn: 0.411957 loss_bbox_dn: 0.181145 loss_giou_dn: 0.586103 loss_class_aux_dn: 2.200654 loss_bbox_aux_dn: 1.035125 loss_giou_aux_dn: 3.139307 loss: 18.927470 eta: 41 days, 23:21:40 batch_cost: 0.9222 data_cost: 0.0924 ips: 8.6752 images/s [07/19 15:18:19] ppdet.engine INFO: Epoch: [0] [31300/54024] learning_rate: 0.000100 loss_class: 0.736063 loss_bbox: 0.146661 loss_giou: 0.592010 loss_class_aux: 4.572790 loss_bbox_aux: 0.962718 loss_giou_aux: 3.656227 loss_class_dn: 0.391659 loss_bbox_dn: 0.194225 loss_giou_dn: 0.562123 loss_class_aux_dn: 2.059919 loss_bbox_aux_dn: 1.087474 loss_giou_aux_dn: 2.988779 loss: 17.906332 eta: 41 days, 23:05:53 batch_cost: 0.8707 data_cost: 0.0007 ips: 9.1879 images/s [07/19 15:19:53] ppdet.engine INFO: Epoch: [0] [31400/54024] learning_rate: 0.000100 loss_class: 0.755523 loss_bbox: 0.170235 loss_giou: 0.591197 loss_class_aux: 4.715211 loss_bbox_aux: 1.073781 loss_giou_aux: 3.688154 loss_class_dn: 0.398527 loss_bbox_dn: 0.206354 loss_giou_dn: 0.570689 loss_class_aux_dn: 2.115764 loss_bbox_aux_dn: 1.128554 loss_giou_aux_dn: 3.057904 loss: 18.560511 eta: 41 days, 22:52:31 batch_cost: 0.8820 data_cost: 0.0213 ips: 9.0707 images/s [07/19 15:21:46] ppdet.engine INFO: Epoch: [0] [31500/54024] learning_rate: 0.000100 loss_class: 0.732598 loss_bbox: 0.163227 loss_giou: 0.605858 loss_class_aux: 4.605032 loss_bbox_aux: 1.065902 loss_giou_aux: 3.765330 loss_class_dn: 0.415186 loss_bbox_dn: 0.206827 loss_giou_dn: 0.563077 loss_class_aux_dn: 2.157255 loss_bbox_aux_dn: 1.127380 loss_giou_aux_dn: 3.038011 loss: 19.223622 eta: 41 days, 23:20:01 batch_cost: 1.0819 data_cost: 0.0937 ips: 7.3945 images/s [07/19 15:23:23] ppdet.engine INFO: Epoch: [0] [31600/54024] learning_rate: 0.000100 loss_class: 0.701650 loss_bbox: 0.149889 loss_giou: 0.567264 loss_class_aux: 4.366648 loss_bbox_aux: 0.988259 loss_giou_aux: 3.514762 loss_class_dn: 0.377309 loss_bbox_dn: 0.190778 loss_giou_dn: 0.534899 loss_class_aux_dn: 1.971032 loss_bbox_aux_dn: 1.065199 loss_giou_aux_dn: 2.857909 loss: 17.550998 eta: 41 days, 23:16:03 batch_cost: 0.9281 data_cost: 0.0006 ips: 8.6195 images/s [07/19 15:25:05] ppdet.engine INFO: Epoch: [0] [31700/54024] learning_rate: 0.000100 loss_class: 0.735472 loss_bbox: 0.163565 loss_giou: 0.667175 loss_class_aux: 4.690403 loss_bbox_aux: 1.034241 loss_giou_aux: 4.126985 loss_class_dn: 0.407426 loss_bbox_dn: 0.190550 loss_giou_dn: 0.615135 loss_class_aux_dn: 2.138059 loss_bbox_aux_dn: 1.074648 loss_giou_aux_dn: 3.285338 loss: 19.566248 eta: 41 days, 23:21:16 batch_cost: 0.9733 data_cost: 0.0664 ips: 8.2195 images/s [07/19 15:26:43] ppdet.engine INFO: Epoch: [0] [31800/54024] learning_rate: 0.000100 loss_class: 0.726205 loss_bbox: 0.152407 loss_giou: 0.575679 loss_class_aux: 4.521745 loss_bbox_aux: 0.978799 loss_giou_aux: 3.629156 loss_class_dn: 0.395468 loss_bbox_dn: 0.192402 loss_giou_dn: 0.537004 loss_class_aux_dn: 2.074107 loss_bbox_aux_dn: 1.086403 loss_giou_aux_dn: 2.910759 loss: 17.847171 eta: 41 days, 23:16:59 batch_cost: 0.9266 data_cost: 0.1046 ips: 8.6341 images/s [07/19 15:28:18] ppdet.engine INFO: Epoch: [0] [31900/54024] learning_rate: 0.000100 loss_class: 0.712289 loss_bbox: 0.150483 loss_giou: 0.649850 loss_class_aux: 4.401984 loss_bbox_aux: 0.957193 loss_giou_aux: 4.024121 loss_class_dn: 0.404003 loss_bbox_dn: 0.180159 loss_giou_dn: 0.601072 loss_class_aux_dn: 2.103722 loss_bbox_aux_dn: 0.979627 loss_giou_aux_dn: 3.204367 loss: 19.245137 eta: 41 days, 23:06:56 batch_cost: 0.8978 data_cost: 0.0007 ips: 8.9103 images/s [07/19 15:29:49] ppdet.engine INFO: Epoch: [0] [32000/54024] learning_rate: 0.000100 loss_class: 0.759867 loss_bbox: 0.166281 loss_giou: 0.652728 loss_class_aux: 4.765215 loss_bbox_aux: 1.078055 loss_giou_aux: 4.089256 loss_class_dn: 0.417904 loss_bbox_dn: 0.201012 loss_giou_dn: 0.610723 loss_class_aux_dn: 2.214729 loss_bbox_aux_dn: 1.126357 loss_giou_aux_dn: 3.285475 loss: 19.855256 eta: 41 days, 22:49:39 batch_cost: 0.8616 data_cost: 0.0007 ips: 9.2856 images/s [07/19 15:31:16] ppdet.engine INFO: Epoch: [0] [32100/54024] learning_rate: 0.000100 loss_class: 0.763134 loss_bbox: 0.170251 loss_giou: 0.662587 loss_class_aux: 4.664178 loss_bbox_aux: 1.083379 loss_giou_aux: 4.163647 loss_class_dn: 0.419723 loss_bbox_dn: 0.199584 loss_giou_dn: 0.596231 loss_class_aux_dn: 2.183719 loss_bbox_aux_dn: 1.116580 loss_giou_aux_dn: 3.156204 loss: 19.302309 eta: 41 days, 22:25:30 batch_cost: 0.8268 data_cost: 0.0007 ips: 9.6756 images/s [07/19 15:32:43] ppdet.engine INFO: Epoch: [0] [32200/54024] learning_rate: 0.000100 loss_class: 0.722835 loss_bbox: 0.156507 loss_giou: 0.586074 loss_class_aux: 4.649667 loss_bbox_aux: 0.991962 loss_giou_aux: 3.675617 loss_class_dn: 0.390592 loss_bbox_dn: 0.187981 loss_giou_dn: 0.532054 loss_class_aux_dn: 2.007847 loss_bbox_aux_dn: 1.028600 loss_giou_aux_dn: 2.867170 loss: 18.215329 eta: 41 days, 22:00:29 batch_cost: 0.8218 data_cost: 0.0007 ips: 9.7348 images/s [07/19 15:34:12] ppdet.engine INFO: Epoch: [0] [32300/54024] learning_rate: 0.000100 loss_class: 0.740093 loss_bbox: 0.168540 loss_giou: 0.642615 loss_class_aux: 4.630803 loss_bbox_aux: 1.073890 loss_giou_aux: 3.968042 loss_class_dn: 0.418486 loss_bbox_dn: 0.198961 loss_giou_dn: 0.586174 loss_class_aux_dn: 2.199111 loss_bbox_aux_dn: 1.113304 loss_giou_aux_dn: 3.132498 loss: 19.268142 eta: 41 days, 21:38:55 batch_cost: 0.8383 data_cost: 0.0074 ips: 9.5430 images/s [07/19 15:35:57] ppdet.engine INFO: Epoch: [0] [32400/54024] learning_rate: 0.000100 loss_class: 0.707911 loss_bbox: 0.152916 loss_giou: 0.603178 loss_class_aux: 4.389620 loss_bbox_aux: 1.003795 loss_giou_aux: 3.783418 loss_class_dn: 0.397512 loss_bbox_dn: 0.181106 loss_giou_dn: 0.580557 loss_class_aux_dn: 2.108921 loss_bbox_aux_dn: 1.009710 loss_giou_aux_dn: 3.124791 loss: 18.470457 eta: 41 days, 21:50:01 batch_cost: 1.0024 data_cost: 0.0009 ips: 7.9807 images/s [07/19 15:37:26] ppdet.engine INFO: Epoch: [0] [32500/54024] learning_rate: 0.000100 loss_class: 0.726306 loss_bbox: 0.152668 loss_giou: 0.603613 loss_class_aux: 4.576833 loss_bbox_aux: 0.985561 loss_giou_aux: 3.870866 loss_class_dn: 0.393954 loss_bbox_dn: 0.189691 loss_giou_dn: 0.581173 loss_class_aux_dn: 2.093170 loss_bbox_aux_dn: 1.033474 loss_giou_aux_dn: 3.115839 loss: 18.562907 eta: 41 days, 21:28:33 batch_cost: 0.8381 data_cost: 0.0298 ips: 9.5452 images/s [07/19 15:38:58] ppdet.engine INFO: Epoch: [0] [32600/54024] learning_rate: 0.000100 loss_class: 0.744450 loss_bbox: 0.168621 loss_giou: 0.662008 loss_class_aux: 4.697693 loss_bbox_aux: 1.079261 loss_giou_aux: 4.102643 loss_class_dn: 0.406402 loss_bbox_dn: 0.201599 loss_giou_dn: 0.595291 loss_class_aux_dn: 2.138010 loss_bbox_aux_dn: 1.119315 loss_giou_aux_dn: 3.160583 loss: 18.886778 eta: 41 days, 21:14:50 batch_cost: 0.8768 data_cost: 0.0432 ips: 9.1246 images/s [07/19 15:40:37] ppdet.engine INFO: Epoch: [0] [32700/54024] learning_rate: 0.000100 loss_class: 0.760818 loss_bbox: 0.164649 loss_giou: 0.601897 loss_class_aux: 4.782057 loss_bbox_aux: 1.051927 loss_giou_aux: 3.751985 loss_class_dn: 0.427519 loss_bbox_dn: 0.200128 loss_giou_dn: 0.585490 loss_class_aux_dn: 2.253986 loss_bbox_aux_dn: 1.128277 loss_giou_aux_dn: 3.129864 loss: 19.852955 eta: 41 days, 21:14:48 batch_cost: 0.9460 data_cost: 0.0007 ips: 8.4564 images/s [07/19 15:42:13] ppdet.engine INFO: Epoch: [0] [32800/54024] learning_rate: 0.000100 loss_class: 0.768202 loss_bbox: 0.165983 loss_giou: 0.671319 loss_class_aux: 4.822717 loss_bbox_aux: 1.027839 loss_giou_aux: 4.237115 loss_class_dn: 0.421135 loss_bbox_dn: 0.199891 loss_giou_dn: 0.597002 loss_class_aux_dn: 2.219932 loss_bbox_aux_dn: 1.110195 loss_giou_aux_dn: 3.177269 loss: 19.487373 eta: 41 days, 21:07:11 batch_cost: 0.9073 data_cost: 0.0551 ips: 8.8170 images/s [07/19 15:44:09] ppdet.engine INFO: Epoch: [0] [32900/54024] learning_rate: 0.000100 loss_class: 0.762439 loss_bbox: 0.171619 loss_giou: 0.677910 loss_class_aux: 4.814702 loss_bbox_aux: 1.087515 loss_giou_aux: 4.167892 loss_class_dn: 0.434104 loss_bbox_dn: 0.207325 loss_giou_dn: 0.602732 loss_class_aux_dn: 2.290752 loss_bbox_aux_dn: 1.158133 loss_giou_aux_dn: 3.205782 loss: 19.862569 eta: 41 days, 21:40:21 batch_cost: 1.1159 data_cost: 0.1943 ips: 7.1688 images/s [07/19 15:45:43] ppdet.engine INFO: Epoch: [0] [33000/54024] learning_rate: 0.000100 loss_class: 0.757602 loss_bbox: 0.175841 loss_giou: 0.636447 loss_class_aux: 4.748085 loss_bbox_aux: 1.117547 loss_giou_aux: 3.972892 loss_class_dn: 0.416539 loss_bbox_dn: 0.201734 loss_giou_dn: 0.602574 loss_class_aux_dn: 2.199110 loss_bbox_aux_dn: 1.111823 loss_giou_aux_dn: 3.213211 loss: 19.286073 eta: 41 days, 21:30:07 batch_cost: 0.8942 data_cost: 0.0007 ips: 8.9465 images/s [07/19 15:47:19] ppdet.engine INFO: Epoch: [0] [33100/54024] learning_rate: 0.000100 loss_class: 0.726201 loss_bbox: 0.164478 loss_giou: 0.631165 loss_class_aux: 4.605068 loss_bbox_aux: 1.047188 loss_giou_aux: 3.928144 loss_class_dn: 0.398366 loss_bbox_dn: 0.190338 loss_giou_dn: 0.584277 loss_class_aux_dn: 2.089278 loss_bbox_aux_dn: 1.068802 loss_giou_aux_dn: 3.119301 loss: 18.943657 eta: 41 days, 21:21:18 batch_cost: 0.9012 data_cost: 0.0089 ips: 8.8771 images/s [07/19 15:48:50] ppdet.engine INFO: Epoch: [0] [33200/54024] learning_rate: 0.000100 loss_class: 0.709030 loss_bbox: 0.156221 loss_giou: 0.617924 loss_class_aux: 4.429000 loss_bbox_aux: 1.001050 loss_giou_aux: 3.867623 loss_class_dn: 0.380053 loss_bbox_dn: 0.195960 loss_giou_dn: 0.554665 loss_class_aux_dn: 2.020296 loss_bbox_aux_dn: 1.066339 loss_giou_aux_dn: 2.938173 loss: 18.414634 eta: 41 days, 21:05:49 batch_cost: 0.8666 data_cost: 0.0007 ips: 9.2314 images/s [07/19 15:50:46] ppdet.engine INFO: Epoch: [0] [33300/54024] learning_rate: 0.000100 loss_class: 0.711112 loss_bbox: 0.146145 loss_giou: 0.598190 loss_class_aux: 4.469030 loss_bbox_aux: 0.931801 loss_giou_aux: 3.691288 loss_class_dn: 0.365100 loss_bbox_dn: 0.192345 loss_giou_dn: 0.542711 loss_class_aux_dn: 1.951760 loss_bbox_aux_dn: 1.067137 loss_giou_aux_dn: 2.877268 loss: 17.726664 eta: 41 days, 21:38:07 batch_cost: 1.1137 data_cost: 0.0007 ips: 7.1833 images/s [07/19 15:52:21] ppdet.engine INFO: Epoch: [0] [33400/54024] learning_rate: 0.000100 loss_class: 0.784710 loss_bbox: 0.166521 loss_giou: 0.651978 loss_class_aux: 4.918370 loss_bbox_aux: 1.061791 loss_giou_aux: 4.076790 loss_class_dn: 0.439000 loss_bbox_dn: 0.196435 loss_giou_dn: 0.608857 loss_class_aux_dn: 2.325869 loss_bbox_aux_dn: 1.091767 loss_giou_aux_dn: 3.242488 loss: 19.977694 eta: 41 days, 21:29:34 batch_cost: 0.9024 data_cost: 0.0314 ips: 8.8648 images/s [07/19 15:54:06] ppdet.engine INFO: Epoch: [0] [33500/54024] learning_rate: 0.000100 loss_class: 0.733758 loss_bbox: 0.155996 loss_giou: 0.628102 loss_class_aux: 4.588181 loss_bbox_aux: 1.050736 loss_giou_aux: 3.901170 loss_class_dn: 0.404243 loss_bbox_dn: 0.202108 loss_giou_dn: 0.566460 loss_class_aux_dn: 2.123372 loss_bbox_aux_dn: 1.119448 loss_giou_aux_dn: 3.059712 loss: 18.229124 eta: 41 days, 21:39:30 batch_cost: 0.9986 data_cost: 0.0338 ips: 8.0112 images/s [07/19 15:55:36] ppdet.engine INFO: Epoch: [0] [33600/54024] learning_rate: 0.000100 loss_class: 0.717277 loss_bbox: 0.151401 loss_giou: 0.575723 loss_class_aux: 4.602547 loss_bbox_aux: 0.951708 loss_giou_aux: 3.672535 loss_class_dn: 0.387553 loss_bbox_dn: 0.192051 loss_giou_dn: 0.552153 loss_class_aux_dn: 2.028083 loss_bbox_aux_dn: 1.081372 loss_giou_aux_dn: 2.959133 loss: 18.190964 eta: 41 days, 21:20:56 batch_cost: 0.8500 data_cost: 0.0279 ips: 9.4119 images/s [07/19 15:57:16] ppdet.engine INFO: Epoch: [0] [33700/54024] learning_rate: 0.000100 loss_class: 0.818294 loss_bbox: 0.157152 loss_giou: 0.660229 loss_class_aux: 5.119920 loss_bbox_aux: 1.039721 loss_giou_aux: 4.161423 loss_class_dn: 0.442886 loss_bbox_dn: 0.196890 loss_giou_dn: 0.609413 loss_class_aux_dn: 2.325268 loss_bbox_aux_dn: 1.098495 loss_giou_aux_dn: 3.272030 loss: 20.382216 eta: 41 days, 21:22:22 batch_cost: 0.9543 data_cost: 0.0060 ips: 8.3833 images/s [07/19 15:58:45] ppdet.engine INFO: Epoch: [0] [33800/54024] learning_rate: 0.000100 loss_class: 0.762640 loss_bbox: 0.171470 loss_giou: 0.663219 loss_class_aux: 4.816666 loss_bbox_aux: 1.097158 loss_giou_aux: 4.188847 loss_class_dn: 0.422166 loss_bbox_dn: 0.203647 loss_giou_dn: 0.606712 loss_class_aux_dn: 2.222570 loss_bbox_aux_dn: 1.165072 loss_giou_aux_dn: 3.277817 loss: 19.707710 eta: 41 days, 21:02:36 batch_cost: 0.8429 data_cost: 0.0131 ips: 9.4911 images/s [07/19 16:00:23] ppdet.engine INFO: Epoch: [0] [33900/54024] learning_rate: 0.000100 loss_class: 0.731099 loss_bbox: 0.158047 loss_giou: 0.620123 loss_class_aux: 4.574715 loss_bbox_aux: 1.020751 loss_giou_aux: 3.902585 loss_class_dn: 0.397878 loss_bbox_dn: 0.206985 loss_giou_dn: 0.575491 loss_class_aux_dn: 2.068662 loss_bbox_aux_dn: 1.146508 loss_giou_aux_dn: 3.081744 loss: 19.531142 eta: 41 days, 20:59:54 batch_cost: 0.9323 data_cost: 0.0490 ips: 8.5808 images/s [07/19 16:01:53] ppdet.engine INFO: Epoch: [0] [34000/54024] learning_rate: 0.000100 loss_class: 0.736525 loss_bbox: 0.155026 loss_giou: 0.593695 loss_class_aux: 4.687935 loss_bbox_aux: 1.026755 loss_giou_aux: 3.715014 loss_class_dn: 0.401111 loss_bbox_dn: 0.185526 loss_giou_dn: 0.543205 loss_class_aux_dn: 2.120171 loss_bbox_aux_dn: 1.034831 loss_giou_aux_dn: 2.895591 loss: 18.436478 eta: 41 days, 20:42:18 batch_cost: 0.8535 data_cost: 0.0006 ips: 9.3737 images/s [07/19 16:03:26] ppdet.engine INFO: Epoch: [0] [34100/54024] learning_rate: 0.000100 loss_class: 0.710065 loss_bbox: 0.155226 loss_giou: 0.647781 loss_class_aux: 4.445910 loss_bbox_aux: 1.034307 loss_giou_aux: 3.946057 loss_class_dn: 0.381143 loss_bbox_dn: 0.185683 loss_giou_dn: 0.572639 loss_class_aux_dn: 2.016874 loss_bbox_aux_dn: 1.047342 loss_giou_aux_dn: 3.078468 loss: 17.548633 eta: 41 days, 20:29:15 batch_cost: 0.8771 data_cost: 0.0007 ips: 9.1205 images/s [07/19 16:05:10] ppdet.engine INFO: Epoch: [0] [34200/54024] learning_rate: 0.000100 loss_class: 0.757108 loss_bbox: 0.147282 loss_giou: 0.637374 loss_class_aux: 4.698634 loss_bbox_aux: 0.967647 loss_giou_aux: 3.965400 loss_class_dn: 0.424485 loss_bbox_dn: 0.190104 loss_giou_dn: 0.584187 loss_class_aux_dn: 2.211685 loss_bbox_aux_dn: 1.063618 loss_giou_aux_dn: 3.125749 loss: 19.079544 eta: 41 days, 20:39:25 batch_cost: 1.0003 data_cost: 0.1028 ips: 7.9974 images/s [07/19 16:06:53] ppdet.engine INFO: Epoch: [0] [34300/54024] learning_rate: 0.000100 loss_class: 0.734717 loss_bbox: 0.159740 loss_giou: 0.650755 loss_class_aux: 4.679753 loss_bbox_aux: 1.027494 loss_giou_aux: 4.065237 loss_class_dn: 0.402695 loss_bbox_dn: 0.192944 loss_giou_dn: 0.605716 loss_class_aux_dn: 2.136671 loss_bbox_aux_dn: 1.110567 loss_giou_aux_dn: 3.237409 loss: 18.940706 eta: 41 days, 20:45:04 batch_cost: 0.9766 data_cost: 0.0224 ips: 8.1918 images/s [07/19 16:08:20] ppdet.engine INFO: Epoch: [0] [34400/54024] learning_rate: 0.000100 loss_class: 0.769960 loss_bbox: 0.159688 loss_giou: 0.646617 loss_class_aux: 4.785887 loss_bbox_aux: 1.045357 loss_giou_aux: 4.015653 loss_class_dn: 0.417000 loss_bbox_dn: 0.184575 loss_giou_dn: 0.584424 loss_class_aux_dn: 2.198209 loss_bbox_aux_dn: 1.021213 loss_giou_aux_dn: 3.096952 loss: 19.400655 eta: 41 days, 20:21:12 batch_cost: 0.8188 data_cost: 0.0006 ips: 9.7705 images/s [07/19 16:09:51] ppdet.engine INFO: Epoch: [0] [34500/54024] learning_rate: 0.000100 loss_class: 0.752385 loss_bbox: 0.151657 loss_giou: 0.555903 loss_class_aux: 4.715193 loss_bbox_aux: 1.006732 loss_giou_aux: 3.485245 loss_class_dn: 0.400965 loss_bbox_dn: 0.195636 loss_giou_dn: 0.525085 loss_class_aux_dn: 2.109342 loss_bbox_aux_dn: 1.095936 loss_giou_aux_dn: 2.863758 loss: 18.134006 eta: 41 days, 20:07:15 batch_cost: 0.8713 data_cost: 0.0007 ips: 9.1818 images/s [07/19 16:11:32] ppdet.engine INFO: Epoch: [0] [34600/54024] learning_rate: 0.000100 loss_class: 0.695405 loss_bbox: 0.148427 loss_giou: 0.636641 loss_class_aux: 4.288002 loss_bbox_aux: 0.938676 loss_giou_aux: 3.997997 loss_class_dn: 0.386357 loss_bbox_dn: 0.168285 loss_giou_dn: 0.557121 loss_class_aux_dn: 2.031394 loss_bbox_aux_dn: 0.939945 loss_giou_aux_dn: 2.929087 loss: 18.063766 eta: 41 days, 20:09:59 batch_cost: 0.9608 data_cost: 0.0713 ips: 8.3262 images/s [07/19 16:13:10] ppdet.engine INFO: Epoch: [0] [34700/54024] learning_rate: 0.000100 loss_class: 0.775447 loss_bbox: 0.168663 loss_giou: 0.665098 loss_class_aux: 4.844945 loss_bbox_aux: 1.085868 loss_giou_aux: 4.225219 loss_class_dn: 0.426193 loss_bbox_dn: 0.197206 loss_giou_dn: 0.611350 loss_class_aux_dn: 2.227609 loss_bbox_aux_dn: 1.072110 loss_giou_aux_dn: 3.249022 loss: 19.506677 eta: 41 days, 20:07:04 batch_cost: 0.9304 data_cost: 0.0008 ips: 8.5985 images/s [07/19 16:14:44] ppdet.engine INFO: Epoch: [0] [34800/54024] learning_rate: 0.000100 loss_class: 0.737922 loss_bbox: 0.160477 loss_giou: 0.664815 loss_class_aux: 4.597708 loss_bbox_aux: 1.031127 loss_giou_aux: 4.203593 loss_class_dn: 0.398183 loss_bbox_dn: 0.193605 loss_giou_dn: 0.591429 loss_class_aux_dn: 2.122470 loss_bbox_aux_dn: 1.123732 loss_giou_aux_dn: 3.159887 loss: 18.775537 eta: 41 days, 19:55:43 batch_cost: 0.8846 data_cost: 0.0010 ips: 9.0432 images/s [07/19 16:16:23] ppdet.engine INFO: Epoch: [0] [34900/54024] learning_rate: 0.000100 loss_class: 0.763095 loss_bbox: 0.170290 loss_giou: 0.641014 loss_class_aux: 4.822534 loss_bbox_aux: 1.096034 loss_giou_aux: 4.031782 loss_class_dn: 0.422597 loss_bbox_dn: 0.186784 loss_giou_dn: 0.587823 loss_class_aux_dn: 2.233541 loss_bbox_aux_dn: 1.057260 loss_giou_aux_dn: 3.211782 loss: 19.574147 eta: 41 days, 19:55:16 batch_cost: 0.9436 data_cost: 0.0007 ips: 8.4779 images/s [07/19 16:18:02] ppdet.engine INFO: Epoch: [0] [35000/54024] learning_rate: 0.000100 loss_class: 0.752201 loss_bbox: 0.157981 loss_giou: 0.602700 loss_class_aux: 4.701237 loss_bbox_aux: 1.019927 loss_giou_aux: 3.768175 loss_class_dn: 0.414498 loss_bbox_dn: 0.201111 loss_giou_dn: 0.572125 loss_class_aux_dn: 2.183496 loss_bbox_aux_dn: 1.114663 loss_giou_aux_dn: 3.100220 loss: 18.933865 eta: 41 days, 19:54:13 batch_cost: 0.9403 data_cost: 0.0367 ips: 8.5078 images/s [07/19 16:19:36] ppdet.engine INFO: Epoch: [0] [35100/54024] learning_rate: 0.000100 loss_class: 0.742233 loss_bbox: 0.163663 loss_giou: 0.631103 loss_class_aux: 4.703377 loss_bbox_aux: 1.058921 loss_giou_aux: 3.900512 loss_class_dn: 0.428986 loss_bbox_dn: 0.191778 loss_giou_dn: 0.571100 loss_class_aux_dn: 2.261629 loss_bbox_aux_dn: 1.061383 loss_giou_aux_dn: 3.067192 loss: 19.441073 eta: 41 days, 19:45:04 batch_cost: 0.8961 data_cost: 0.0007 ips: 8.9276 images/s [07/19 16:21:10] ppdet.engine INFO: Epoch: [0] [35200/54024] learning_rate: 0.000100 loss_class: 0.748809 loss_bbox: 0.140888 loss_giou: 0.608803 loss_class_aux: 4.730175 loss_bbox_aux: 0.924381 loss_giou_aux: 3.750391 loss_class_dn: 0.393583 loss_bbox_dn: 0.181218 loss_giou_dn: 0.570478 loss_class_aux_dn: 2.070646 loss_bbox_aux_dn: 1.023379 loss_giou_aux_dn: 3.051066 loss: 18.501722 eta: 41 days, 19:34:00 batch_cost: 0.8854 data_cost: 0.0383 ips: 9.0358 images/s [07/19 16:22:49] ppdet.engine INFO: Epoch: [0] [35300/54024] learning_rate: 0.000100 loss_class: 0.748489 loss_bbox: 0.160717 loss_giou: 0.653374 loss_class_aux: 4.729749 loss_bbox_aux: 1.061545 loss_giou_aux: 4.034072 loss_class_dn: 0.407345 loss_bbox_dn: 0.192344 loss_giou_dn: 0.589607 loss_class_aux_dn: 2.130881 loss_bbox_aux_dn: 1.071595 loss_giou_aux_dn: 3.135792 loss: 18.665685 eta: 41 days, 19:33:40 batch_cost: 0.9441 data_cost: 0.1283 ips: 8.4740 images/s [07/19 16:24:22] ppdet.engine INFO: Epoch: [0] [35400/54024] learning_rate: 0.000100 loss_class: 0.733371 loss_bbox: 0.155035 loss_giou: 0.593889 loss_class_aux: 4.633036 loss_bbox_aux: 0.980578 loss_giou_aux: 3.734206 loss_class_dn: 0.410531 loss_bbox_dn: 0.196500 loss_giou_dn: 0.573586 loss_class_aux_dn: 2.170070 loss_bbox_aux_dn: 1.059116 loss_giou_aux_dn: 3.084207 loss: 18.237583 eta: 41 days, 19:22:03 batch_cost: 0.8819 data_cost: 0.0304 ips: 9.0714 images/s [07/19 16:26:02] ppdet.engine INFO: Epoch: [0] [35500/54024] learning_rate: 0.000100 loss_class: 0.700903 loss_bbox: 0.157890 loss_giou: 0.614769 loss_class_aux: 4.407427 loss_bbox_aux: 1.021020 loss_giou_aux: 3.860772 loss_class_dn: 0.395975 loss_bbox_dn: 0.196193 loss_giou_dn: 0.575968 loss_class_aux_dn: 2.078025 loss_bbox_aux_dn: 1.078496 loss_giou_aux_dn: 3.106942 loss: 18.534410 eta: 41 days, 19:23:07 batch_cost: 0.9517 data_cost: 0.0011 ips: 8.4059 images/s [07/19 16:27:38] ppdet.engine INFO: Epoch: [0] [35600/54024] learning_rate: 0.000100 loss_class: 0.737474 loss_bbox: 0.167365 loss_giou: 0.588741 loss_class_aux: 4.591954 loss_bbox_aux: 1.065650 loss_giou_aux: 3.723591 loss_class_dn: 0.406480 loss_bbox_dn: 0.205763 loss_giou_dn: 0.551664 loss_class_aux_dn: 2.124560 loss_bbox_aux_dn: 1.109473 loss_giou_aux_dn: 2.951022 loss: 18.401509 eta: 41 days, 19:16:22 batch_cost: 0.9085 data_cost: 0.0336 ips: 8.8058 images/s [07/19 16:29:21] ppdet.engine INFO: Epoch: [0] [35700/54024] learning_rate: 0.000100 loss_class: 0.749897 loss_bbox: 0.163095 loss_giou: 0.646600 loss_class_aux: 4.661342 loss_bbox_aux: 1.014090 loss_giou_aux: 3.985976 loss_class_dn: 0.401531 loss_bbox_dn: 0.198642 loss_giou_dn: 0.586476 loss_class_aux_dn: 2.112837 loss_bbox_aux_dn: 1.100097 loss_giou_aux_dn: 3.143598 loss: 19.195376 eta: 41 days, 19:22:57 batch_cost: 0.9824 data_cost: 0.0124 ips: 8.1434 images/s [07/19 16:31:16] ppdet.engine INFO: Epoch: [0] [35800/54024] learning_rate: 0.000100 loss_class: 0.769312 loss_bbox: 0.151286 loss_giou: 0.597364 loss_class_aux: 4.821065 loss_bbox_aux: 0.976081 loss_giou_aux: 3.768235 loss_class_dn: 0.403252 loss_bbox_dn: 0.181557 loss_giou_dn: 0.574564 loss_class_aux_dn: 2.121054 loss_bbox_aux_dn: 1.014832 loss_giou_aux_dn: 3.059375 loss: 19.114488 eta: 41 days, 19:50:08 batch_cost: 1.0974 data_cost: 0.0008 ips: 7.2896 images/s [07/19 16:33:01] ppdet.engine INFO: Epoch: [0] [35900/54024] learning_rate: 0.000100 loss_class: 0.747296 loss_bbox: 0.157843 loss_giou: 0.590621 loss_class_aux: 4.649117 loss_bbox_aux: 1.018817 loss_giou_aux: 3.743852 loss_class_dn: 0.401378 loss_bbox_dn: 0.194873 loss_giou_dn: 0.554562 loss_class_aux_dn: 2.118821 loss_bbox_aux_dn: 1.070205 loss_giou_aux_dn: 2.978707 loss: 19.121964 eta: 41 days, 19:59:48 batch_cost: 1.0004 data_cost: 0.0670 ips: 7.9965 images/s [07/19 16:34:44] ppdet.engine INFO: Epoch: [0] [36000/54024] learning_rate: 0.000100 loss_class: 0.751875 loss_bbox: 0.150073 loss_giou: 0.644872 loss_class_aux: 4.744702 loss_bbox_aux: 0.979050 loss_giou_aux: 4.042986 loss_class_dn: 0.399565 loss_bbox_dn: 0.196028 loss_giou_dn: 0.562392 loss_class_aux_dn: 2.123954 loss_bbox_aux_dn: 1.107302 loss_giou_aux_dn: 3.013960 loss: 18.581566 eta: 41 days, 20:05:42 batch_cost: 0.9797 data_cost: 0.0788 ips: 8.1656 images/s [07/19 16:36:21] ppdet.engine INFO: Epoch: [0] [36100/54024] learning_rate: 0.000100 loss_class: 0.730080 loss_bbox: 0.146590 loss_giou: 0.572696 loss_class_aux: 4.610057 loss_bbox_aux: 0.934344 loss_giou_aux: 3.605762 loss_class_dn: 0.378298 loss_bbox_dn: 0.183967 loss_giou_dn: 0.517085 loss_class_aux_dn: 2.007734 loss_bbox_aux_dn: 1.034737 loss_giou_aux_dn: 2.788759 loss: 17.747692 eta: 41 days, 20:02:14 batch_cost: 0.9272 data_cost: 0.0218 ips: 8.6277 images/s [07/19 16:37:53] ppdet.engine INFO: Epoch: [0] [36200/54024] learning_rate: 0.000100 loss_class: 0.769148 loss_bbox: 0.168160 loss_giou: 0.645994 loss_class_aux: 4.798204 loss_bbox_aux: 1.086113 loss_giou_aux: 4.037608 loss_class_dn: 0.431053 loss_bbox_dn: 0.190725 loss_giou_dn: 0.603517 loss_class_aux_dn: 2.308254 loss_bbox_aux_dn: 1.079230 loss_giou_aux_dn: 3.247804 loss: 19.861243 eta: 41 days, 19:49:09 batch_cost: 0.8731 data_cost: 0.0007 ips: 9.1631 images/s [07/19 16:39:34] ppdet.engine INFO: Epoch: [0] [36300/54024] learning_rate: 0.000100 loss_class: 0.785738 loss_bbox: 0.164412 loss_giou: 0.571937 loss_class_aux: 4.910266 loss_bbox_aux: 1.043887 loss_giou_aux: 3.608880 loss_class_dn: 0.417435 loss_bbox_dn: 0.199089 loss_giou_dn: 0.544825 loss_class_aux_dn: 2.180839 loss_bbox_aux_dn: 1.111494 loss_giou_aux_dn: 2.977775 loss: 18.865357 eta: 41 days, 19:51:21 batch_cost: 0.9590 data_cost: 0.0799 ips: 8.3418 images/s [07/19 16:41:12] ppdet.engine INFO: Epoch: [0] [36400/54024] learning_rate: 0.000100 loss_class: 0.759211 loss_bbox: 0.160569 loss_giou: 0.592858 loss_class_aux: 4.858352 loss_bbox_aux: 1.024122 loss_giou_aux: 3.777415 loss_class_dn: 0.421728 loss_bbox_dn: 0.193712 loss_giou_dn: 0.556031 loss_class_aux_dn: 2.243459 loss_bbox_aux_dn: 1.091446 loss_giou_aux_dn: 2.994772 loss: 19.503323 eta: 41 days, 19:48:59 batch_cost: 0.9333 data_cost: 0.0206 ips: 8.5719 images/s [07/19 16:42:44] ppdet.engine INFO: Epoch: [0] [36500/54024] learning_rate: 0.000100 loss_class: 0.729734 loss_bbox: 0.154301 loss_giou: 0.635499 loss_class_aux: 4.572241 loss_bbox_aux: 0.975914 loss_giou_aux: 4.006975 loss_class_dn: 0.408746 loss_bbox_dn: 0.184691 loss_giou_dn: 0.560016 loss_class_aux_dn: 2.144996 loss_bbox_aux_dn: 1.020552 loss_giou_aux_dn: 3.001758 loss: 18.254519 eta: 41 days, 19:34:33 batch_cost: 0.8647 data_cost: 0.0007 ips: 9.2516 images/s [07/19 16:44:16] ppdet.engine INFO: Epoch: [0] [36600/54024] learning_rate: 0.000100 loss_class: 0.733983 loss_bbox: 0.158172 loss_giou: 0.618019 loss_class_aux: 4.634916 loss_bbox_aux: 1.022136 loss_giou_aux: 3.835271 loss_class_dn: 0.396481 loss_bbox_dn: 0.199854 loss_giou_dn: 0.567082 loss_class_aux_dn: 2.106263 loss_bbox_aux_dn: 1.101546 loss_giou_aux_dn: 3.042772 loss: 18.379206 eta: 41 days, 19:22:03 batch_cost: 0.8753 data_cost: 0.0585 ips: 9.1399 images/s [07/19 16:45:51] ppdet.engine INFO: Epoch: [0] [36700/54024] learning_rate: 0.000100 loss_class: 0.712985 loss_bbox: 0.148805 loss_giou: 0.576349 loss_class_aux: 4.462286 loss_bbox_aux: 0.973539 loss_giou_aux: 3.611122 loss_class_dn: 0.390724 loss_bbox_dn: 0.169062 loss_giou_dn: 0.553457 loss_class_aux_dn: 2.065642 loss_bbox_aux_dn: 0.949291 loss_giou_aux_dn: 2.977438 loss: 17.727457 eta: 41 days, 19:12:51 batch_cost: 0.8937 data_cost: 0.0007 ips: 8.9511 images/s [07/19 16:47:27] ppdet.engine INFO: Epoch: [0] [36800/54024] learning_rate: 0.000100 loss_class: 0.758832 loss_bbox: 0.163262 loss_giou: 0.609895 loss_class_aux: 4.776538 loss_bbox_aux: 1.059029 loss_giou_aux: 3.815663 loss_class_dn: 0.406843 loss_bbox_dn: 0.197904 loss_giou_dn: 0.565655 loss_class_aux_dn: 2.151391 loss_bbox_aux_dn: 1.083982 loss_giou_aux_dn: 3.002543 loss: 18.813275 eta: 41 days, 19:08:14 batch_cost: 0.9199 data_cost: 0.0013 ips: 8.6970 images/s [07/19 16:49:02] ppdet.engine INFO: Epoch: [0] [36900/54024] learning_rate: 0.000100 loss_class: 0.729112 loss_bbox: 0.148258 loss_giou: 0.619634 loss_class_aux: 4.591931 loss_bbox_aux: 1.003403 loss_giou_aux: 3.885093 loss_class_dn: 0.396121 loss_bbox_dn: 0.188141 loss_giou_dn: 0.563157 loss_class_aux_dn: 2.097061 loss_bbox_aux_dn: 1.036420 loss_giou_aux_dn: 2.982102 loss: 18.606407 eta: 41 days, 19:00:12 batch_cost: 0.9001 data_cost: 0.0006 ips: 8.8880 images/s [07/19 16:50:31] ppdet.engine INFO: Epoch: [0] [37000/54024] learning_rate: 0.000100 loss_class: 0.792777 loss_bbox: 0.160226 loss_giou: 0.607901 loss_class_aux: 4.915012 loss_bbox_aux: 1.038161 loss_giou_aux: 3.782922 loss_class_dn: 0.406529 loss_bbox_dn: 0.186666 loss_giou_dn: 0.574443 loss_class_aux_dn: 2.161552 loss_bbox_aux_dn: 1.054620 loss_giou_aux_dn: 3.099042 loss: 19.142235 eta: 41 days, 18:42:17 batch_cost: 0.8430 data_cost: 0.0006 ips: 9.4904 images/s [07/19 16:52:00] ppdet.engine INFO: Epoch: [0] [37100/54024] learning_rate: 0.000100 loss_class: 0.740401 loss_bbox: 0.160591 loss_giou: 0.626654 loss_class_aux: 4.718242 loss_bbox_aux: 1.015151 loss_giou_aux: 3.850074 loss_class_dn: 0.410720 loss_bbox_dn: 0.188304 loss_giou_dn: 0.599417 loss_class_aux_dn: 2.154037 loss_bbox_aux_dn: 1.053655 loss_giou_aux_dn: 3.167312 loss: 19.335913 eta: 41 days, 18:24:35 batch_cost: 0.8436 data_cost: 0.0006 ips: 9.4827 images/s [07/19 16:53:41] ppdet.engine INFO: Epoch: [0] [37200/54024] learning_rate: 0.000100 loss_class: 0.754545 loss_bbox: 0.153560 loss_giou: 0.628520 loss_class_aux: 4.710057 loss_bbox_aux: 0.977851 loss_giou_aux: 3.888761 loss_class_dn: 0.401351 loss_bbox_dn: 0.190121 loss_giou_dn: 0.577480 loss_class_aux_dn: 2.106297 loss_bbox_aux_dn: 1.058032 loss_giou_aux_dn: 3.119362 loss: 18.889696 eta: 41 days, 18:26:42 batch_cost: 0.9580 data_cost: 0.0028 ips: 8.3507 images/s [07/19 16:55:16] ppdet.engine INFO: Epoch: [0] [37300/54024] learning_rate: 0.000100 loss_class: 0.759589 loss_bbox: 0.151354 loss_giou: 0.595083 loss_class_aux: 4.852862 loss_bbox_aux: 0.974905 loss_giou_aux: 3.755441 loss_class_dn: 0.413857 loss_bbox_dn: 0.176082 loss_giou_dn: 0.568586 loss_class_aux_dn: 2.204360 loss_bbox_aux_dn: 0.993718 loss_giou_aux_dn: 3.064326 loss: 19.266998 eta: 41 days, 18:19:06 batch_cost: 0.9017 data_cost: 0.0301 ips: 8.8721 images/s [07/19 16:56:58] ppdet.engine INFO: Epoch: [0] [37400/54024] learning_rate: 0.000100 loss_class: 0.744495 loss_bbox: 0.154016 loss_giou: 0.637233 loss_class_aux: 4.775887 loss_bbox_aux: 1.009299 loss_giou_aux: 4.014784 loss_class_dn: 0.405437 loss_bbox_dn: 0.188239 loss_giou_dn: 0.610198 loss_class_aux_dn: 2.115209 loss_bbox_aux_dn: 1.047451 loss_giou_aux_dn: 3.249327 loss: 18.940106 eta: 41 days, 18:24:02 batch_cost: 0.9745 data_cost: 0.1483 ips: 8.2095 images/s [07/19 16:58:45] ppdet.engine INFO: Epoch: [0] [37500/54024] learning_rate: 0.000100 loss_class: 0.759682 loss_bbox: 0.162448 loss_giou: 0.656063 loss_class_aux: 4.807484 loss_bbox_aux: 1.031467 loss_giou_aux: 4.068884 loss_class_dn: 0.415831 loss_bbox_dn: 0.202440 loss_giou_dn: 0.574470 loss_class_aux_dn: 2.165234 loss_bbox_aux_dn: 1.143750 loss_giou_aux_dn: 3.079774 loss: 19.171844 eta: 41 days, 18:37:46 batch_cost: 1.0260 data_cost: 0.0009 ips: 7.7971 images/s [07/19 17:00:20] ppdet.engine INFO: Epoch: [0] [37600/54024] learning_rate: 0.000100 loss_class: 0.745038 loss_bbox: 0.165268 loss_giou: 0.611748 loss_class_aux: 4.638996 loss_bbox_aux: 1.047886 loss_giou_aux: 3.825666 loss_class_dn: 0.398700 loss_bbox_dn: 0.192150 loss_giou_dn: 0.546658 loss_class_aux_dn: 2.120252 loss_bbox_aux_dn: 1.050020 loss_giou_aux_dn: 2.988602 loss: 18.460466 eta: 41 days, 18:29:03 batch_cost: 0.8951 data_cost: 0.0120 ips: 8.9378 images/s [07/19 17:02:09] ppdet.engine INFO: Epoch: [0] [37700/54024] learning_rate: 0.000100 loss_class: 0.697920 loss_bbox: 0.149214 loss_giou: 0.608285 loss_class_aux: 4.469846 loss_bbox_aux: 0.951597 loss_giou_aux: 3.732109 loss_class_dn: 0.381447 loss_bbox_dn: 0.173545 loss_giou_dn: 0.545212 loss_class_aux_dn: 2.010308 loss_bbox_aux_dn: 0.991323 loss_giou_aux_dn: 2.916377 loss: 17.961285 eta: 41 days, 18:45:32 batch_cost: 1.0429 data_cost: 0.0557 ips: 7.6711 images/s [07/19 17:03:41] ppdet.engine INFO: Epoch: [0] [37800/54024] learning_rate: 0.000100 loss_class: 0.714701 loss_bbox: 0.151037 loss_giou: 0.609206 loss_class_aux: 4.556139 loss_bbox_aux: 0.983817 loss_giou_aux: 3.744242 loss_class_dn: 0.376402 loss_bbox_dn: 0.176005 loss_giou_dn: 0.536814 loss_class_aux_dn: 2.016003 loss_bbox_aux_dn: 0.982992 loss_giou_aux_dn: 2.895609 loss: 17.447351 eta: 41 days, 18:33:02 batch_cost: 0.8727 data_cost: 0.0037 ips: 9.1670 images/s [07/19 17:05:12] ppdet.engine INFO: Epoch: [0] [37900/54024] learning_rate: 0.000100 loss_class: 0.786694 loss_bbox: 0.163226 loss_giou: 0.678965 loss_class_aux: 4.882658 loss_bbox_aux: 1.048590 loss_giou_aux: 4.231626 loss_class_dn: 0.428202 loss_bbox_dn: 0.189568 loss_giou_dn: 0.601118 loss_class_aux_dn: 2.244213 loss_bbox_aux_dn: 1.065128 loss_giou_aux_dn: 3.262271 loss: 19.950534 eta: 41 days, 18:19:42 batch_cost: 0.8675 data_cost: 0.0248 ips: 9.2214 images/s [07/19 17:06:45] ppdet.engine INFO: Epoch: [0] [38000/54024] learning_rate: 0.000100 loss_class: 0.741914 loss_bbox: 0.160513 loss_giou: 0.618409 loss_class_aux: 4.687539 loss_bbox_aux: 1.044755 loss_giou_aux: 3.891552 loss_class_dn: 0.400385 loss_bbox_dn: 0.208797 loss_giou_dn: 0.558850 loss_class_aux_dn: 2.114115 loss_bbox_aux_dn: 1.164548 loss_giou_aux_dn: 3.010177 loss: 18.606694 eta: 41 days, 18:08:23 batch_cost: 0.8790 data_cost: 0.0085 ips: 9.1012 images/s [07/19 17:08:22] ppdet.engine INFO: Epoch: [0] [38100/54024] learning_rate: 0.000100 loss_class: 0.755142 loss_bbox: 0.178796 loss_giou: 0.623127 loss_class_aux: 4.751978 loss_bbox_aux: 1.116946 loss_giou_aux: 3.848883 loss_class_dn: 0.410154 loss_bbox_dn: 0.203568 loss_giou_dn: 0.573576 loss_class_aux_dn: 2.188130 loss_bbox_aux_dn: 1.142058 loss_giou_aux_dn: 3.079372 loss: 19.707870 eta: 41 days, 18:04:16 batch_cost: 0.9215 data_cost: 0.0007 ips: 8.6814 images/s [07/19 17:09:58] ppdet.engine INFO: Epoch: [0] [38200/54024] learning_rate: 0.000100 loss_class: 0.745988 loss_bbox: 0.152815 loss_giou: 0.635380 loss_class_aux: 4.653090 loss_bbox_aux: 1.004216 loss_giou_aux: 3.960331 loss_class_dn: 0.402435 loss_bbox_dn: 0.189889 loss_giou_dn: 0.590009 loss_class_aux_dn: 2.135209 loss_bbox_aux_dn: 1.064247 loss_giou_aux_dn: 3.145393 loss: 19.046518 eta: 41 days, 17:57:59 batch_cost: 0.9085 data_cost: 0.0009 ips: 8.8061 images/s [07/19 17:11:43] ppdet.engine INFO: Epoch: [0] [38300/54024] learning_rate: 0.000100 loss_class: 0.777150 loss_bbox: 0.168467 loss_giou: 0.660651 loss_class_aux: 4.844953 loss_bbox_aux: 1.078023 loss_giou_aux: 4.087524 loss_class_dn: 0.420111 loss_bbox_dn: 0.202738 loss_giou_dn: 0.606129 loss_class_aux_dn: 2.211930 loss_bbox_aux_dn: 1.122930 loss_giou_aux_dn: 3.208629 loss: 19.536735 eta: 41 days, 18:08:28 batch_cost: 1.0084 data_cost: 0.0008 ips: 7.9330 images/s [07/19 17:13:12] ppdet.engine INFO: Epoch: [0] [38400/54024] learning_rate: 0.000100 loss_class: 0.757363 loss_bbox: 0.154331 loss_giou: 0.647699 loss_class_aux: 4.761752 loss_bbox_aux: 0.985296 loss_giou_aux: 4.014447 loss_class_dn: 0.405906 loss_bbox_dn: 0.177951 loss_giou_dn: 0.590409 loss_class_aux_dn: 2.139060 loss_bbox_aux_dn: 0.996626 loss_giou_aux_dn: 3.184874 loss: 18.838253 eta: 41 days, 17:51:20 batch_cost: 0.8436 data_cost: 0.0007 ips: 9.4833 images/s [07/19 17:14:40] ppdet.engine INFO: Epoch: [0] [38500/54024] learning_rate: 0.000100 loss_class: 0.740629 loss_bbox: 0.166699 loss_giou: 0.580173 loss_class_aux: 4.627170 loss_bbox_aux: 1.051974 loss_giou_aux: 3.639678 loss_class_dn: 0.387153 loss_bbox_dn: 0.200335 loss_giou_dn: 0.538695 loss_class_aux_dn: 2.055574 loss_bbox_aux_dn: 1.130351 loss_giou_aux_dn: 2.901815 loss: 18.293694 eta: 41 days, 17:32:30 batch_cost: 0.8329 data_cost: 0.0319 ips: 9.6053 images/s [07/19 17:16:13] ppdet.engine INFO: Epoch: [0] [38600/54024] learning_rate: 0.000100 loss_class: 0.778131 loss_bbox: 0.157706 loss_giou: 0.629242 loss_class_aux: 4.776953 loss_bbox_aux: 1.002972 loss_giou_aux: 3.892521 loss_class_dn: 0.413150 loss_bbox_dn: 0.190359 loss_giou_dn: 0.586477 loss_class_aux_dn: 2.183383 loss_bbox_aux_dn: 1.051127 loss_giou_aux_dn: 3.158741 loss: 19.809830 eta: 41 days, 17:21:23 batch_cost: 0.8786 data_cost: 0.0007 ips: 9.1049 images/s [07/19 17:17:48] ppdet.engine INFO: Epoch: [0] [38700/54024] learning_rate: 0.000100 loss_class: 0.741330 loss_bbox: 0.164440 loss_giou: 0.645332 loss_class_aux: 4.656981 loss_bbox_aux: 1.040012 loss_giou_aux: 4.037175 loss_class_dn: 0.398783 loss_bbox_dn: 0.190097 loss_giou_dn: 0.578648 loss_class_aux_dn: 2.097152 loss_bbox_aux_dn: 1.069086 loss_giou_aux_dn: 3.076160 loss: 19.004680 eta: 41 days, 17:13:33 batch_cost: 0.8983 data_cost: 0.0007 ips: 8.9062 images/s [07/19 17:19:34] ppdet.engine INFO: Epoch: [0] [38800/54024] learning_rate: 0.000100 loss_class: 0.722387 loss_bbox: 0.150747 loss_giou: 0.577123 loss_class_aux: 4.481853 loss_bbox_aux: 0.986116 loss_giou_aux: 3.591264 loss_class_dn: 0.380731 loss_bbox_dn: 0.188070 loss_giou_dn: 0.534468 loss_class_aux_dn: 1.996218 loss_bbox_aux_dn: 1.073529 loss_giou_aux_dn: 2.850065 loss: 17.564710 eta: 41 days, 17:24:20 batch_cost: 1.0106 data_cost: 0.1889 ips: 7.9160 images/s [07/19 17:21:10] ppdet.engine INFO: Epoch: [0] [38900/54024] learning_rate: 0.000100 loss_class: 0.712530 loss_bbox: 0.157443 loss_giou: 0.583220 loss_class_aux: 4.425292 loss_bbox_aux: 1.000573 loss_giou_aux: 3.679578 loss_class_dn: 0.384751 loss_bbox_dn: 0.190315 loss_giou_dn: 0.548702 loss_class_aux_dn: 2.015200 loss_bbox_aux_dn: 1.065651 loss_giou_aux_dn: 2.962352 loss: 18.023190 eta: 41 days, 17:19:27 batch_cost: 0.9160 data_cost: 0.0059 ips: 8.7333 images/s [07/19 17:22:47] ppdet.engine INFO: Epoch: [0] [39000/54024] learning_rate: 0.000100 loss_class: 0.745397 loss_bbox: 0.152635 loss_giou: 0.643241 loss_class_aux: 4.753156 loss_bbox_aux: 0.987501 loss_giou_aux: 4.000413 loss_class_dn: 0.410507 loss_bbox_dn: 0.180145 loss_giou_dn: 0.581229 loss_class_aux_dn: 2.151881 loss_bbox_aux_dn: 1.017245 loss_giou_aux_dn: 3.160422 loss: 19.129740 eta: 41 days, 17:15:21 batch_cost: 0.9207 data_cost: 0.0989 ips: 8.6895 images/s [07/19 17:24:33] ppdet.engine INFO: Epoch: [0] [39100/54024] learning_rate: 0.000100 loss_class: 0.733249 loss_bbox: 0.142322 loss_giou: 0.543016 loss_class_aux: 4.606472 loss_bbox_aux: 0.938269 loss_giou_aux: 3.427780 loss_class_dn: 0.392695 loss_bbox_dn: 0.181556 loss_giou_dn: 0.499125 loss_class_aux_dn: 2.086571 loss_bbox_aux_dn: 1.027841 loss_giou_aux_dn: 2.686439 loss: 17.371488 eta: 41 days, 17:26:36 batch_cost: 1.0141 data_cost: 0.0270 ips: 7.8887 images/s [07/19 17:26:07] ppdet.engine INFO: Epoch: [0] [39200/54024] learning_rate: 0.000100 loss_class: 0.762758 loss_bbox: 0.153305 loss_giou: 0.601457 loss_class_aux: 4.767490 loss_bbox_aux: 0.985192 loss_giou_aux: 3.772685 loss_class_dn: 0.415777 loss_bbox_dn: 0.198395 loss_giou_dn: 0.573275 loss_class_aux_dn: 2.203512 loss_bbox_aux_dn: 1.101070 loss_giou_aux_dn: 3.050990 loss: 18.441630 eta: 41 days, 17:16:38 batch_cost: 0.8849 data_cost: 0.0180 ips: 9.0401 images/s [07/19 17:27:46] ppdet.engine INFO: Epoch: [0] [39300/54024] learning_rate: 0.000100 loss_class: 0.780718 loss_bbox: 0.162419 loss_giou: 0.660767 loss_class_aux: 4.828890 loss_bbox_aux: 1.032975 loss_giou_aux: 4.134729 loss_class_dn: 0.440401 loss_bbox_dn: 0.194819 loss_giou_dn: 0.642670 loss_class_aux_dn: 2.301966 loss_bbox_aux_dn: 1.100839 loss_giou_aux_dn: 3.423641 loss: 20.785679 eta: 41 days, 17:16:17 batch_cost: 0.9434 data_cost: 0.0774 ips: 8.4796 images/s [07/19 17:29:24] ppdet.engine INFO: Epoch: [0] [39400/54024] learning_rate: 0.000100 loss_class: 0.758468 loss_bbox: 0.163570 loss_giou: 0.645926 loss_class_aux: 4.714923 loss_bbox_aux: 1.005949 loss_giou_aux: 3.967548 loss_class_dn: 0.395742 loss_bbox_dn: 0.172472 loss_giou_dn: 0.567718 loss_class_aux_dn: 2.113337 loss_bbox_aux_dn: 0.992500 loss_giou_aux_dn: 3.060951 loss: 19.029369 eta: 41 days, 17:13:42 batch_cost: 0.9300 data_cost: 0.0007 ips: 8.6026 images/s [07/19 17:31:11] ppdet.engine INFO: Epoch: [0] [39500/54024] learning_rate: 0.000100 loss_class: 0.734415 loss_bbox: 0.161687 loss_giou: 0.588869 loss_class_aux: 4.657974 loss_bbox_aux: 1.069156 loss_giou_aux: 3.702778 loss_class_dn: 0.399849 loss_bbox_dn: 0.197224 loss_giou_dn: 0.553186 loss_class_aux_dn: 2.114858 loss_bbox_aux_dn: 1.123775 loss_giou_aux_dn: 2.978065 loss: 18.689828 eta: 41 days, 17:26:47 batch_cost: 1.0263 data_cost: 0.0007 ips: 7.7952 images/s [07/19 17:32:48] ppdet.engine INFO: Epoch: [0] [39600/54024] learning_rate: 0.000100 loss_class: 0.718671 loss_bbox: 0.156015 loss_giou: 0.629856 loss_class_aux: 4.544418 loss_bbox_aux: 1.024744 loss_giou_aux: 3.946210 loss_class_dn: 0.398478 loss_bbox_dn: 0.180013 loss_giou_dn: 0.570689 loss_class_aux_dn: 2.114233 loss_bbox_aux_dn: 1.018941 loss_giou_aux_dn: 3.047243 loss: 18.716560 eta: 41 days, 17:21:59 batch_cost: 0.9163 data_cost: 0.0167 ips: 8.7305 images/s [07/19 17:34:18] ppdet.engine INFO: Epoch: [0] [39700/54024] learning_rate: 0.000100 loss_class: 0.733309 loss_bbox: 0.155432 loss_giou: 0.589805 loss_class_aux: 4.665910 loss_bbox_aux: 1.036218 loss_giou_aux: 3.695890 loss_class_dn: 0.388478 loss_bbox_dn: 0.186766 loss_giou_dn: 0.544800 loss_class_aux_dn: 2.061280 loss_bbox_aux_dn: 1.077902 loss_giou_aux_dn: 2.926922 loss: 18.085648 eta: 41 days, 17:07:56 batch_cost: 0.8591 data_cost: 0.0180 ips: 9.3122 images/s [07/19 17:35:50] ppdet.engine INFO: Epoch: [0] [39800/54024] learning_rate: 0.000100 loss_class: 0.766063 loss_bbox: 0.152786 loss_giou: 0.627792 loss_class_aux: 4.768462 loss_bbox_aux: 1.005336 loss_giou_aux: 4.012350 loss_class_dn: 0.418484 loss_bbox_dn: 0.187455 loss_giou_dn: 0.585666 loss_class_aux_dn: 2.205970 loss_bbox_aux_dn: 1.041039 loss_giou_aux_dn: 3.145383 loss: 19.319835 eta: 41 days, 16:55:42 batch_cost: 0.8699 data_cost: 0.0012 ips: 9.1969 images/s [07/19 17:37:31] ppdet.engine INFO: Epoch: [0] [39900/54024] learning_rate: 0.000100 loss_class: 0.740446 loss_bbox: 0.151918 loss_giou: 0.584850 loss_class_aux: 4.616827 loss_bbox_aux: 0.989082 loss_giou_aux: 3.679805 loss_class_dn: 0.382359 loss_bbox_dn: 0.187302 loss_giou_dn: 0.552997 loss_class_aux_dn: 2.028310 loss_bbox_aux_dn: 1.040722 loss_giou_aux_dn: 2.974169 loss: 18.079435 eta: 41 days, 16:57:38 batch_cost: 0.9577 data_cost: 0.0007 ips: 8.3531 images/s [07/19 17:39:00] ppdet.engine INFO: Epoch: [0] [40000/54024] learning_rate: 0.000100 loss_class: 0.736366 loss_bbox: 0.154166 loss_giou: 0.616116 loss_class_aux: 4.675786 loss_bbox_aux: 0.992168 loss_giou_aux: 3.845731 loss_class_dn: 0.400694 loss_bbox_dn: 0.186170 loss_giou_dn: 0.580444 loss_class_aux_dn: 2.115626 loss_bbox_aux_dn: 1.033127 loss_giou_aux_dn: 3.096825 loss: 18.563993 eta: 41 days, 16:40:40 batch_cost: 0.8399 data_cost: 0.0250 ips: 9.5247 images/s [07/19 17:40:40] ppdet.engine INFO: Epoch: [0] [40100/54024] learning_rate: 0.000100 loss_class: 0.720832 loss_bbox: 0.153071 loss_giou: 0.627910 loss_class_aux: 4.532190 loss_bbox_aux: 0.971417 loss_giou_aux: 3.929879 loss_class_dn: 0.392223 loss_bbox_dn: 0.169684 loss_giou_dn: 0.576520 loss_class_aux_dn: 2.106145 loss_bbox_aux_dn: 0.984127 loss_giou_aux_dn: 3.082242 loss: 18.551812 eta: 41 days, 16:42:07 batch_cost: 0.9545 data_cost: 0.0007 ips: 8.3812 images/s [07/19 17:42:12] ppdet.engine INFO: Epoch: [0] [40200/54024] learning_rate: 0.000100 loss_class: 0.691902 loss_bbox: 0.158427 loss_giou: 0.633376 loss_class_aux: 4.402182 loss_bbox_aux: 1.023294 loss_giou_aux: 3.922265 loss_class_dn: 0.389149 loss_bbox_dn: 0.180940 loss_giou_dn: 0.560874 loss_class_aux_dn: 2.052238 loss_bbox_aux_dn: 1.022745 loss_giou_aux_dn: 3.014625 loss: 18.217737 eta: 41 days, 16:29:46 batch_cost: 0.8683 data_cost: 0.0088 ips: 9.2137 images/s [07/19 17:43:41] ppdet.engine INFO: Epoch: [0] [40300/54024] learning_rate: 0.000100 loss_class: 0.765841 loss_bbox: 0.155759 loss_giou: 0.622642 loss_class_aux: 4.811937 loss_bbox_aux: 1.008745 loss_giou_aux: 3.947379 loss_class_dn: 0.409030 loss_bbox_dn: 0.181073 loss_giou_dn: 0.568756 loss_class_aux_dn: 2.155013 loss_bbox_aux_dn: 1.018298 loss_giou_aux_dn: 3.046233 loss: 18.688251 eta: 41 days, 16:12:38 batch_cost: 0.8378 data_cost: 0.0051 ips: 9.5488 images/s [07/19 17:45:17] ppdet.engine INFO: Epoch: [0] [40400/54024] learning_rate: 0.000100 loss_class: 0.717511 loss_bbox: 0.149737 loss_giou: 0.646550 loss_class_aux: 4.437891 loss_bbox_aux: 0.965137 loss_giou_aux: 4.052826 loss_class_dn: 0.396232 loss_bbox_dn: 0.183855 loss_giou_dn: 0.583676 loss_class_aux_dn: 2.108846 loss_bbox_aux_dn: 1.027807 loss_giou_aux_dn: 3.100359 loss: 18.772358 eta: 41 days, 16:07:13 batch_cost: 0.9111 data_cost: 0.0142 ips: 8.7805 images/s [07/19 17:46:52] ppdet.engine INFO: Epoch: [0] [40500/54024] learning_rate: 0.000100 loss_class: 0.686222 loss_bbox: 0.140418 loss_giou: 0.548621 loss_class_aux: 4.250679 loss_bbox_aux: 0.939516 loss_giou_aux: 3.409151 loss_class_dn: 0.370312 loss_bbox_dn: 0.167551 loss_giou_dn: 0.502598 loss_class_aux_dn: 1.965708 loss_bbox_aux_dn: 0.928055 loss_giou_aux_dn: 2.708860 loss: 16.871786 eta: 41 days, 16:00:33 batch_cost: 0.9031 data_cost: 0.0183 ips: 8.8582 images/s [07/19 17:48:28] ppdet.engine INFO: Epoch: [0] [40600/54024] learning_rate: 0.000100 loss_class: 0.723196 loss_bbox: 0.144082 loss_giou: 0.588175 loss_class_aux: 4.489536 loss_bbox_aux: 0.957432 loss_giou_aux: 3.721100 loss_class_dn: 0.388079 loss_bbox_dn: 0.173979 loss_giou_dn: 0.549100 loss_class_aux_dn: 2.029291 loss_bbox_aux_dn: 0.993414 loss_giou_aux_dn: 2.892334 loss: 17.906400 eta: 41 days, 15:55:04 batch_cost: 0.9104 data_cost: 0.0008 ips: 8.7872 images/s [07/19 17:50:08] ppdet.engine INFO: Epoch: [0] [40700/54024] learning_rate: 0.000100 loss_class: 0.771563 loss_bbox: 0.154782 loss_giou: 0.644916 loss_class_aux: 4.784556 loss_bbox_aux: 1.027011 loss_giou_aux: 3.985878 loss_class_dn: 0.408297 loss_bbox_dn: 0.188129 loss_giou_dn: 0.586220 loss_class_aux_dn: 2.188554 loss_bbox_aux_dn: 1.041039 loss_giou_aux_dn: 3.125247 loss: 19.187430 eta: 41 days, 15:56:55 batch_cost: 0.9568 data_cost: 0.0368 ips: 8.3612 images/s [07/19 17:51:45] ppdet.engine INFO: Epoch: [0] [40800/54024] learning_rate: 0.000100 loss_class: 0.762170 loss_bbox: 0.156915 loss_giou: 0.632850 loss_class_aux: 4.788839 loss_bbox_aux: 1.015344 loss_giou_aux: 3.998639 loss_class_dn: 0.415472 loss_bbox_dn: 0.196961 loss_giou_dn: 0.588351 loss_class_aux_dn: 2.206900 loss_bbox_aux_dn: 1.112377 loss_giou_aux_dn: 3.137130 loss: 19.131499 eta: 41 days, 15:53:14 batch_cost: 0.9218 data_cost: 0.0387 ips: 8.6790 images/s [07/19 17:53:19] ppdet.engine INFO: Epoch: [0] [40900/54024] learning_rate: 0.000100 loss_class: 0.735784 loss_bbox: 0.151018 loss_giou: 0.611122 loss_class_aux: 4.648518 loss_bbox_aux: 0.958608 loss_giou_aux: 3.813243 loss_class_dn: 0.406857 loss_bbox_dn: 0.186640 loss_giou_dn: 0.570310 loss_class_aux_dn: 2.155214 loss_bbox_aux_dn: 1.045525 loss_giou_aux_dn: 3.081067 loss: 19.179047 eta: 41 days, 15:43:47 batch_cost: 0.8849 data_cost: 0.0145 ips: 9.0410 images/s [07/19 17:55:07] ppdet.engine INFO: Epoch: [0] [41000/54024] learning_rate: 0.000100 loss_class: 0.739492 loss_bbox: 0.149709 loss_giou: 0.622264 loss_class_aux: 4.573855 loss_bbox_aux: 0.985968 loss_giou_aux: 3.851899 loss_class_dn: 0.402723 loss_bbox_dn: 0.181437 loss_giou_dn: 0.557194 loss_class_aux_dn: 2.144474 loss_bbox_aux_dn: 1.050765 loss_giou_aux_dn: 3.020461 loss: 18.313741 eta: 41 days, 15:57:49 batch_cost: 1.0347 data_cost: 0.0007 ips: 7.7316 images/s [07/19 17:56:49] ppdet.engine INFO: Epoch: [0] [41100/54024] learning_rate: 0.000100 loss_class: 0.747951 loss_bbox: 0.156963 loss_giou: 0.578246 loss_class_aux: 4.699290 loss_bbox_aux: 1.034222 loss_giou_aux: 3.594461 loss_class_dn: 0.399693 loss_bbox_dn: 0.190497 loss_giou_dn: 0.546740 loss_class_aux_dn: 2.131784 loss_bbox_aux_dn: 1.075547 loss_giou_aux_dn: 2.898850 loss: 18.249634 eta: 41 days, 16:01:28 batch_cost: 0.9687 data_cost: 0.0392 ips: 8.2582 images/s [07/19 17:58:35] ppdet.engine INFO: Epoch: [0] [41200/54024] learning_rate: 0.000100 loss_class: 0.745539 loss_bbox: 0.150696 loss_giou: 0.639170 loss_class_aux: 4.650694 loss_bbox_aux: 0.986276 loss_giou_aux: 3.949464 loss_class_dn: 0.402321 loss_bbox_dn: 0.187355 loss_giou_dn: 0.588517 loss_class_aux_dn: 2.115247 loss_bbox_aux_dn: 1.058954 loss_giou_aux_dn: 3.120037 loss: 18.957825 eta: 41 days, 16:12:17 batch_cost: 1.0149 data_cost: 0.1243 ips: 7.8825 images/s [07/19 18:00:26] ppdet.engine INFO: Epoch: [0] [41300/54024] learning_rate: 0.000100 loss_class: 0.750220 loss_bbox: 0.153715 loss_giou: 0.648710 loss_class_aux: 4.647801 loss_bbox_aux: 1.011901 loss_giou_aux: 4.102613 loss_class_dn: 0.406510 loss_bbox_dn: 0.188633 loss_giou_dn: 0.600422 loss_class_aux_dn: 2.195829 loss_bbox_aux_dn: 1.042524 loss_giou_aux_dn: 3.174484 loss: 19.062010 eta: 41 days, 16:29:31 batch_cost: 1.0567 data_cost: 0.1167 ips: 7.5707 images/s [07/19 18:01:56] ppdet.engine INFO: Epoch: [0] [41400/54024] learning_rate: 0.000100 loss_class: 0.742471 loss_bbox: 0.160333 loss_giou: 0.594457 loss_class_aux: 4.715315 loss_bbox_aux: 1.029080 loss_giou_aux: 3.719179 loss_class_dn: 0.406485 loss_bbox_dn: 0.199708 loss_giou_dn: 0.532915 loss_class_aux_dn: 2.128451 loss_bbox_aux_dn: 1.110161 loss_giou_aux_dn: 2.888617 loss: 19.042215 eta: 41 days, 16:13:49 batch_cost: 0.8446 data_cost: 0.0172 ips: 9.4715 images/s [07/19 18:03:41] ppdet.engine INFO: Epoch: [0] [41500/54024] learning_rate: 0.000100 loss_class: 0.735051 loss_bbox: 0.145480 loss_giou: 0.570087 loss_class_aux: 4.540393 loss_bbox_aux: 0.932809 loss_giou_aux: 3.615500 loss_class_dn: 0.404975 loss_bbox_dn: 0.171969 loss_giou_dn: 0.539369 loss_class_aux_dn: 2.140618 loss_bbox_aux_dn: 0.948642 loss_giou_aux_dn: 2.891954 loss: 18.181065 eta: 41 days, 16:22:45 batch_cost: 1.0035 data_cost: 0.1461 ips: 7.9721 images/s [07/19 18:05:35] ppdet.engine INFO: Epoch: [0] [41600/54024] learning_rate: 0.000100 loss_class: 0.760810 loss_bbox: 0.167395 loss_giou: 0.644396 loss_class_aux: 4.778077 loss_bbox_aux: 1.044216 loss_giou_aux: 3.951881 loss_class_dn: 0.412855 loss_bbox_dn: 0.198209 loss_giou_dn: 0.573535 loss_class_aux_dn: 2.177867 loss_bbox_aux_dn: 1.114096 loss_giou_aux_dn: 3.060928 loss: 19.306196 eta: 41 days, 16:45:30 batch_cost: 1.0935 data_cost: 0.0316 ips: 7.3157 images/s [07/19 18:07:05] ppdet.engine INFO: Epoch: [0] [41700/54024] learning_rate: 0.000100 loss_class: 0.705797 loss_bbox: 0.152018 loss_giou: 0.577169 loss_class_aux: 4.395968 loss_bbox_aux: 0.982942 loss_giou_aux: 3.613361 loss_class_dn: 0.383786 loss_bbox_dn: 0.175538 loss_giou_dn: 0.542569 loss_class_aux_dn: 2.032088 loss_bbox_aux_dn: 1.009585 loss_giou_aux_dn: 2.951020 loss: 17.946190 eta: 41 days, 16:31:39 batch_cost: 0.8563 data_cost: 0.0007 ips: 9.3424 images/s [07/19 18:08:49] ppdet.engine INFO: Epoch: [0] [41800/54024] learning_rate: 0.000100 loss_class: 0.751556 loss_bbox: 0.153046 loss_giou: 0.643711 loss_class_aux: 4.769075 loss_bbox_aux: 0.978368 loss_giou_aux: 3.996746 loss_class_dn: 0.412948 loss_bbox_dn: 0.183620 loss_giou_dn: 0.575610 loss_class_aux_dn: 2.199423 loss_bbox_aux_dn: 1.013899 loss_giou_aux_dn: 3.133529 loss: 18.906260 eta: 41 days, 16:38:31 batch_cost: 0.9911 data_cost: 0.0895 ips: 8.0722 images/s [07/19 18:10:31] ppdet.engine INFO: Epoch: [0] [41900/54024] learning_rate: 0.000100 loss_class: 0.686568 loss_bbox: 0.146033 loss_giou: 0.555707 loss_class_aux: 4.307842 loss_bbox_aux: 0.958084 loss_giou_aux: 3.494797 loss_class_dn: 0.380400 loss_bbox_dn: 0.176066 loss_giou_dn: 0.514005 loss_class_aux_dn: 2.006354 loss_bbox_aux_dn: 1.009738 loss_giou_aux_dn: 2.772373 loss: 17.532467 eta: 41 days, 16:42:07 batch_cost: 0.9698 data_cost: 0.1222 ips: 8.2491 images/s [07/19 18:12:07] ppdet.engine INFO: Epoch: [0] [42000/54024] learning_rate: 0.000100 loss_class: 0.762496 loss_bbox: 0.155069 loss_giou: 0.562616 loss_class_aux: 4.726545 loss_bbox_aux: 1.002104 loss_giou_aux: 3.514338 loss_class_dn: 0.408768 loss_bbox_dn: 0.193945 loss_giou_dn: 0.529229 loss_class_aux_dn: 2.146031 loss_bbox_aux_dn: 1.069546 loss_giou_aux_dn: 2.823928 loss: 18.294193 eta: 41 days, 16:37:22 batch_cost: 0.9154 data_cost: 0.0578 ips: 8.7390 images/s [07/19 18:13:54] ppdet.engine INFO: Epoch: [0] [42100/54024] learning_rate: 0.000100 loss_class: 0.750732 loss_bbox: 0.153469 loss_giou: 0.623939 loss_class_aux: 4.664900 loss_bbox_aux: 0.988451 loss_giou_aux: 3.912231 loss_class_dn: 0.407277 loss_bbox_dn: 0.180112 loss_giou_dn: 0.581306 loss_class_aux_dn: 2.147657 loss_bbox_aux_dn: 1.010781 loss_giou_aux_dn: 3.126174 loss: 18.568639 eta: 41 days, 16:47:53 batch_cost: 1.0155 data_cost: 0.0185 ips: 7.8778 images/s [07/19 18:15:33] ppdet.engine INFO: Epoch: [0] [42200/54024] learning_rate: 0.000100 loss_class: 0.754510 loss_bbox: 0.152141 loss_giou: 0.586168 loss_class_aux: 4.827541 loss_bbox_aux: 0.969442 loss_giou_aux: 3.713391 loss_class_dn: 0.405231 loss_bbox_dn: 0.179989 loss_giou_dn: 0.546680 loss_class_aux_dn: 2.114730 loss_bbox_aux_dn: 1.018392 loss_giou_aux_dn: 2.950113 loss: 18.520036 eta: 41 days, 16:47:57 batch_cost: 0.9471 data_cost: 0.0635 ips: 8.4471 images/s [07/19 18:17:17] ppdet.engine INFO: Epoch: [0] [42300/54024] learning_rate: 0.000100 loss_class: 0.720908 loss_bbox: 0.146364 loss_giou: 0.576613 loss_class_aux: 4.483684 loss_bbox_aux: 0.945364 loss_giou_aux: 3.629265 loss_class_dn: 0.384763 loss_bbox_dn: 0.180047 loss_giou_dn: 0.514971 loss_class_aux_dn: 2.048488 loss_bbox_aux_dn: 1.030885 loss_giou_aux_dn: 2.809817 loss: 17.557017 eta: 41 days, 16:54:36 batch_cost: 0.9906 data_cost: 0.0008 ips: 8.0758 images/s [07/19 18:18:48] ppdet.engine INFO: Epoch: [0] [42400/54024] learning_rate: 0.000100 loss_class: 0.711321 loss_bbox: 0.144623 loss_giou: 0.634059 loss_class_aux: 4.471516 loss_bbox_aux: 0.915927 loss_giou_aux: 3.934826 loss_class_dn: 0.383480 loss_bbox_dn: 0.174163 loss_giou_dn: 0.567458 loss_class_aux_dn: 2.031771 loss_bbox_aux_dn: 0.950140 loss_giou_aux_dn: 3.038096 loss: 18.320112 eta: 41 days, 16:41:50 batch_cost: 0.8624 data_cost: 0.0007 ips: 9.2766 images/s [07/19 18:20:27] ppdet.engine INFO: Epoch: [0] [42500/54024] learning_rate: 0.000100 loss_class: 0.721592 loss_bbox: 0.162555 loss_giou: 0.643913 loss_class_aux: 4.459808 loss_bbox_aux: 1.028382 loss_giou_aux: 3.996461 loss_class_dn: 0.395503 loss_bbox_dn: 0.179143 loss_giou_dn: 0.574974 loss_class_aux_dn: 2.082204 loss_bbox_aux_dn: 0.976390 loss_giou_aux_dn: 3.094890 loss: 18.866715 eta: 41 days, 16:41:08 batch_cost: 0.9421 data_cost: 0.0187 ips: 8.4915 images/s [07/19 18:22:19] ppdet.engine INFO: Epoch: [0] [42600/54024] learning_rate: 0.000100 loss_class: 0.738658 loss_bbox: 0.151470 loss_giou: 0.620086 loss_class_aux: 4.661278 loss_bbox_aux: 0.989479 loss_giou_aux: 3.913657 loss_class_dn: 0.396152 loss_bbox_dn: 0.176087 loss_giou_dn: 0.590568 loss_class_aux_dn: 2.079125 loss_bbox_aux_dn: 0.972641 loss_giou_aux_dn: 3.169338 loss: 18.778436 eta: 41 days, 16:59:44 batch_cost: 1.0703 data_cost: 0.0006 ips: 7.4743 images/s [07/19 18:23:49] ppdet.engine INFO: Epoch: [0] [42700/54024] learning_rate: 0.000100 loss_class: 0.760911 loss_bbox: 0.152651 loss_giou: 0.593768 loss_class_aux: 4.792409 loss_bbox_aux: 0.980365 loss_giou_aux: 3.774908 loss_class_dn: 0.392687 loss_bbox_dn: 0.192979 loss_giou_dn: 0.555969 loss_class_aux_dn: 2.077109 loss_bbox_aux_dn: 1.077063 loss_giou_aux_dn: 3.030208 loss: 18.158685 eta: 41 days, 16:44:38 batch_cost: 0.8465 data_cost: 0.0007 ips: 9.4509 images/s [07/19 18:25:23] ppdet.engine INFO: Epoch: [0] [42800/54024] learning_rate: 0.000100 loss_class: 0.731382 loss_bbox: 0.158068 loss_giou: 0.642332 loss_class_aux: 4.680018 loss_bbox_aux: 1.010073 loss_giou_aux: 4.055940 loss_class_dn: 0.415909 loss_bbox_dn: 0.186629 loss_giou_dn: 0.582955 loss_class_aux_dn: 2.198108 loss_bbox_aux_dn: 1.043315 loss_giou_aux_dn: 3.151959 loss: 19.690559 eta: 41 days, 16:36:43 batch_cost: 0.8940 data_cost: 0.0115 ips: 8.9486 images/s [07/19 18:26:50] ppdet.engine INFO: Epoch: [0] [42900/54024] learning_rate: 0.000100 loss_class: 0.760127 loss_bbox: 0.148758 loss_giou: 0.609366 loss_class_aux: 4.832380 loss_bbox_aux: 0.971688 loss_giou_aux: 3.874918 loss_class_dn: 0.409067 loss_bbox_dn: 0.181219 loss_giou_dn: 0.570380 loss_class_aux_dn: 2.154870 loss_bbox_aux_dn: 1.024125 loss_giou_aux_dn: 3.023742 loss: 19.017994 eta: 41 days, 16:18:38 batch_cost: 0.8258 data_cost: 0.0045 ips: 9.6871 images/s [07/19 18:28:24] ppdet.engine INFO: Epoch: [0] [43000/54024] learning_rate: 0.000100 loss_class: 0.742374 loss_bbox: 0.153066 loss_giou: 0.612273 loss_class_aux: 4.622043 loss_bbox_aux: 1.000773 loss_giou_aux: 3.806642 loss_class_dn: 0.406807 loss_bbox_dn: 0.177265 loss_giou_dn: 0.556238 loss_class_aux_dn: 2.145461 loss_bbox_aux_dn: 1.016452 loss_giou_aux_dn: 2.999448 loss: 18.817005 eta: 41 days, 16:11:18 batch_cost: 0.8975 data_cost: 0.0008 ips: 8.9140 images/s [07/19 18:30:05] ppdet.engine INFO: Epoch: [0] [43100/54024] learning_rate: 0.000100 loss_class: 0.731453 loss_bbox: 0.154565 loss_giou: 0.644676 loss_class_aux: 4.555324 loss_bbox_aux: 1.000683 loss_giou_aux: 3.997275 loss_class_dn: 0.396812 loss_bbox_dn: 0.177679 loss_giou_dn: 0.555585 loss_class_aux_dn: 2.071355 loss_bbox_aux_dn: 0.990443 loss_giou_aux_dn: 2.990032 loss: 18.014335 eta: 41 days, 16:13:07 batch_cost: 0.9587 data_cost: 0.0141 ips: 8.3444 images/s [07/19 18:31:48] ppdet.engine INFO: Epoch: [0] [43200/54024] learning_rate: 0.000100 loss_class: 0.725666 loss_bbox: 0.144557 loss_giou: 0.537365 loss_class_aux: 4.574738 loss_bbox_aux: 0.930845 loss_giou_aux: 3.347794 loss_class_dn: 0.389177 loss_bbox_dn: 0.183566 loss_giou_dn: 0.501792 loss_class_aux_dn: 2.038774 loss_bbox_aux_dn: 1.044437 loss_giou_aux_dn: 2.718533 loss: 17.422419 eta: 41 days, 16:18:03 batch_cost: 0.9799 data_cost: 0.0291 ips: 8.1644 images/s [07/19 18:33:26] ppdet.engine INFO: Epoch: [0] [43300/54024] learning_rate: 0.000100 loss_class: 0.752282 loss_bbox: 0.155513 loss_giou: 0.574495 loss_class_aux: 4.707494 loss_bbox_aux: 0.995001 loss_giou_aux: 3.622136 loss_class_dn: 0.387680 loss_bbox_dn: 0.175211 loss_giou_dn: 0.529568 loss_class_aux_dn: 2.062271 loss_bbox_aux_dn: 0.994587 loss_giou_aux_dn: 2.832488 loss: 17.955095 eta: 41 days, 16:16:00 batch_cost: 0.9328 data_cost: 0.0175 ips: 8.5763 images/s [07/19 18:35:03] ppdet.engine INFO: Epoch: [0] [43400/54024] learning_rate: 0.000100 loss_class: 0.741587 loss_bbox: 0.143769 loss_giou: 0.641532 loss_class_aux: 4.640730 loss_bbox_aux: 0.922291 loss_giou_aux: 3.996046 loss_class_dn: 0.399923 loss_bbox_dn: 0.184386 loss_giou_dn: 0.582503 loss_class_aux_dn: 2.093603 loss_bbox_aux_dn: 1.022175 loss_giou_aux_dn: 3.107951 loss: 18.631742 eta: 41 days, 16:13:13 batch_cost: 0.9280 data_cost: 0.0008 ips: 8.6210 images/s [07/19 18:36:40] ppdet.engine INFO: Epoch: [0] [43500/54024] learning_rate: 0.000100 loss_class: 0.728496 loss_bbox: 0.144768 loss_giou: 0.547474 loss_class_aux: 4.483348 loss_bbox_aux: 0.940382 loss_giou_aux: 3.445136 loss_class_dn: 0.383232 loss_bbox_dn: 0.167998 loss_giou_dn: 0.517416 loss_class_aux_dn: 2.043146 loss_bbox_aux_dn: 0.963397 loss_giou_aux_dn: 2.812009 loss: 17.358400 eta: 41 days, 16:08:09 batch_cost: 0.9124 data_cost: 0.0095 ips: 8.7684 images/s [07/19 18:38:13] ppdet.engine INFO: Epoch: [0] [43600/54024] learning_rate: 0.000100 loss_class: 0.743418 loss_bbox: 0.136140 loss_giou: 0.598055 loss_class_aux: 4.662676 loss_bbox_aux: 0.897452 loss_giou_aux: 3.740739 loss_class_dn: 0.391766 loss_bbox_dn: 0.184141 loss_giou_dn: 0.552468 loss_class_aux_dn: 2.051238 loss_bbox_aux_dn: 1.029767 loss_giou_aux_dn: 2.966714 loss: 18.109240 eta: 41 days, 15:59:05 batch_cost: 0.8850 data_cost: 0.0007 ips: 9.0392 images/s [07/19 18:39:50] ppdet.engine INFO: Epoch: [0] [43700/54024] learning_rate: 0.000100 loss_class: 0.676196 loss_bbox: 0.140279 loss_giou: 0.534703 loss_class_aux: 4.230599 loss_bbox_aux: 0.898348 loss_giou_aux: 3.353289 loss_class_dn: 0.374079 loss_bbox_dn: 0.164555 loss_giou_dn: 0.504798 loss_class_aux_dn: 1.972285 loss_bbox_aux_dn: 0.936123 loss_giou_aux_dn: 2.762623 loss: 17.378306 eta: 41 days, 15:55:05 batch_cost: 0.9193 data_cost: 0.0007 ips: 8.7020 images/s [07/19 18:41:32] ppdet.engine INFO: Epoch: [0] [43800/54024] learning_rate: 0.000100 loss_class: 0.721210 loss_bbox: 0.162723 loss_giou: 0.610811 loss_class_aux: 4.497769 loss_bbox_aux: 1.039763 loss_giou_aux: 3.818332 loss_class_dn: 0.394337 loss_bbox_dn: 0.177922 loss_giou_dn: 0.538471 loss_class_aux_dn: 2.081507 loss_bbox_aux_dn: 1.006930 loss_giou_aux_dn: 2.914677 loss: 18.353811 eta: 41 days, 15:58:46 batch_cost: 0.9717 data_cost: 0.0263 ips: 8.2326 images/s [07/19 18:43:26] ppdet.engine INFO: Epoch: [0] [43900/54024] learning_rate: 0.000100 loss_class: 0.760302 loss_bbox: 0.157750 loss_giou: 0.675876 loss_class_aux: 4.705384 loss_bbox_aux: 1.046658 loss_giou_aux: 4.257546 loss_class_dn: 0.404991 loss_bbox_dn: 0.192175 loss_giou_dn: 0.578307 loss_class_aux_dn: 2.128065 loss_bbox_aux_dn: 1.077294 loss_giou_aux_dn: 3.140324 loss: 19.595028 eta: 41 days, 16:20:26 batch_cost: 1.0952 data_cost: 0.1380 ips: 7.3047 images/s [07/19 18:44:56] ppdet.engine INFO: Epoch: [0] [44000/54024] learning_rate: 0.000100 loss_class: 0.796771 loss_bbox: 0.165122 loss_giou: 0.690096 loss_class_aux: 4.993733 loss_bbox_aux: 1.057341 loss_giou_aux: 4.231191 loss_class_dn: 0.420769 loss_bbox_dn: 0.191011 loss_giou_dn: 0.600318 loss_class_aux_dn: 2.246366 loss_bbox_aux_dn: 1.058734 loss_giou_aux_dn: 3.218401 loss: 19.547770 eta: 41 days, 16:06:29 batch_cost: 0.8514 data_cost: 0.0439 ips: 9.3963 images/s [07/19 18:46:35] ppdet.engine INFO: Epoch: [0] [44100/54024] learning_rate: 0.000100 loss_class: 0.720048 loss_bbox: 0.150175 loss_giou: 0.621297 loss_class_aux: 4.569085 loss_bbox_aux: 0.948457 loss_giou_aux: 3.894195 loss_class_dn: 0.387712 loss_bbox_dn: 0.174868 loss_giou_dn: 0.545568 loss_class_aux_dn: 2.030218 loss_bbox_aux_dn: 0.972083 loss_giou_aux_dn: 2.945814 loss: 17.810118 eta: 41 days, 16:06:24 batch_cost: 0.9463 data_cost: 0.1376 ips: 8.4539 images/s [07/19 18:48:15] ppdet.engine INFO: Epoch: [0] [44200/54024] learning_rate: 0.000100 loss_class: 0.708114 loss_bbox: 0.144325 loss_giou: 0.584057 loss_class_aux: 4.460014 loss_bbox_aux: 0.934459 loss_giou_aux: 3.608692 loss_class_dn: 0.373090 loss_bbox_dn: 0.176847 loss_giou_dn: 0.536398 loss_class_aux_dn: 1.963653 loss_bbox_aux_dn: 1.002887 loss_giou_aux_dn: 2.883642 loss: 17.093542 eta: 41 days, 16:07:58 batch_cost: 0.9578 data_cost: 0.0094 ips: 8.3528 images/s [07/19 18:50:03] ppdet.engine INFO: Epoch: [0] [44300/54024] learning_rate: 0.000100 loss_class: 0.725494 loss_bbox: 0.155540 loss_giou: 0.593557 loss_class_aux: 4.550693 loss_bbox_aux: 1.003432 loss_giou_aux: 3.644329 loss_class_dn: 0.398332 loss_bbox_dn: 0.182591 loss_giou_dn: 0.555681 loss_class_aux_dn: 2.104690 loss_bbox_aux_dn: 1.030069 loss_giou_aux_dn: 2.999608 loss: 18.492203 eta: 41 days, 16:20:30 batch_cost: 1.0337 data_cost: 0.0411 ips: 7.7392 images/s [07/19 18:51:37] ppdet.engine INFO: Epoch: [0] [44400/54024] learning_rate: 0.000100 loss_class: 0.721083 loss_bbox: 0.139311 loss_giou: 0.596860 loss_class_aux: 4.511594 loss_bbox_aux: 0.905591 loss_giou_aux: 3.731135 loss_class_dn: 0.397523 loss_bbox_dn: 0.170756 loss_giou_dn: 0.540032 loss_class_aux_dn: 2.101777 loss_bbox_aux_dn: 0.982068 loss_giou_aux_dn: 2.915571 loss: 17.828438 eta: 41 days, 16:11:33 batch_cost: 0.8853 data_cost: 0.0007 ips: 9.0365 images/s [07/19 18:53:14] ppdet.engine INFO: Epoch: [0] [44500/54024] learning_rate: 0.000100 loss_class: 0.738749 loss_bbox: 0.159081 loss_giou: 0.642229 loss_class_aux: 4.644928 loss_bbox_aux: 1.029963 loss_giou_aux: 4.020615 loss_class_dn: 0.398159 loss_bbox_dn: 0.182791 loss_giou_dn: 0.560001 loss_class_aux_dn: 2.143360 loss_bbox_aux_dn: 1.021770 loss_giou_aux_dn: 3.020562 loss: 19.075153 eta: 41 days, 16:07:35 batch_cost: 0.9197 data_cost: 0.0602 ips: 8.6982 images/s [07/19 18:54:52] ppdet.engine INFO: Epoch: [0] [44600/54024] learning_rate: 0.000100 loss_class: 0.702312 loss_bbox: 0.157516 loss_giou: 0.583268 loss_class_aux: 4.386185 loss_bbox_aux: 1.011259 loss_giou_aux: 3.701153 loss_class_dn: 0.368583 loss_bbox_dn: 0.181401 loss_giou_dn: 0.543874 loss_class_aux_dn: 1.989268 loss_bbox_aux_dn: 1.018737 loss_giou_aux_dn: 2.927873 loss: 18.005049 eta: 41 days, 16:05:57 batch_cost: 0.9358 data_cost: 0.0380 ips: 8.5489 images/s [07/19 18:56:25] ppdet.engine INFO: Epoch: [0] [44700/54024] learning_rate: 0.000100 loss_class: 0.720807 loss_bbox: 0.152211 loss_giou: 0.558745 loss_class_aux: 4.536348 loss_bbox_aux: 0.973873 loss_giou_aux: 3.498675 loss_class_dn: 0.382700 loss_bbox_dn: 0.167490 loss_giou_dn: 0.534268 loss_class_aux_dn: 2.048566 loss_bbox_aux_dn: 0.939348 loss_giou_aux_dn: 2.894283 loss: 17.351260 eta: 41 days, 15:56:18 batch_cost: 0.8800 data_cost: 0.0971 ips: 9.0911 images/s [07/19 18:57:55] ppdet.engine INFO: Epoch: [0] [44800/54024] learning_rate: 0.000100 loss_class: 0.754784 loss_bbox: 0.150132 loss_giou: 0.568894 loss_class_aux: 4.837685 loss_bbox_aux: 0.964702 loss_giou_aux: 3.597458 loss_class_dn: 0.392107 loss_bbox_dn: 0.186102 loss_giou_dn: 0.531537 loss_class_aux_dn: 2.071330 loss_bbox_aux_dn: 1.055201 loss_giou_aux_dn: 2.875783 loss: 17.396994 eta: 41 days, 15:43:44 batch_cost: 0.8592 data_cost: 0.0323 ips: 9.3113 images/s [07/19 18:59:34] ppdet.engine INFO: Epoch: [0] [44900/54024] learning_rate: 0.000100 loss_class: 0.738761 loss_bbox: 0.156420 loss_giou: 0.618332 loss_class_aux: 4.710882 loss_bbox_aux: 1.001484 loss_giou_aux: 3.860413 loss_class_dn: 0.396918 loss_bbox_dn: 0.183661 loss_giou_dn: 0.565591 loss_class_aux_dn: 2.108937 loss_bbox_aux_dn: 1.028417 loss_giou_aux_dn: 3.056776 loss: 19.462136 eta: 41 days, 15:42:30 batch_cost: 0.9384 data_cost: 0.0585 ips: 8.5255 images/s [07/19 19:01:12] ppdet.engine INFO: Epoch: [0] [45000/54024] learning_rate: 0.000100 loss_class: 0.728118 loss_bbox: 0.143559 loss_giou: 0.616801 loss_class_aux: 4.620440 loss_bbox_aux: 0.950373 loss_giou_aux: 3.881147 loss_class_dn: 0.381999 loss_bbox_dn: 0.172356 loss_giou_dn: 0.525655 loss_class_aux_dn: 2.062984 loss_bbox_aux_dn: 0.970388 loss_giou_aux_dn: 2.897607 loss: 17.996610 eta: 41 days, 15:40:47 batch_cost: 0.9350 data_cost: 0.0006 ips: 8.5562 images/s [07/19 19:02:49] ppdet.engine INFO: Epoch: [0] [45100/54024] learning_rate: 0.000100 loss_class: 0.752508 loss_bbox: 0.159503 loss_giou: 0.693071 loss_class_aux: 4.722685 loss_bbox_aux: 1.041254 loss_giou_aux: 4.289244 loss_class_dn: 0.421136 loss_bbox_dn: 0.181995 loss_giou_dn: 0.603610 loss_class_aux_dn: 2.215075 loss_bbox_aux_dn: 1.020915 loss_giou_aux_dn: 3.267377 loss: 19.600231 eta: 41 days, 15:37:06 batch_cost: 0.9211 data_cost: 0.0361 ips: 8.6857 images/s [07/19 19:04:30] ppdet.engine INFO: Epoch: [0] [45200/54024] learning_rate: 0.000100 loss_class: 0.735857 loss_bbox: 0.154844 loss_giou: 0.599694 loss_class_aux: 4.596440 loss_bbox_aux: 0.986726 loss_giou_aux: 3.737617 loss_class_dn: 0.395163 loss_bbox_dn: 0.181894 loss_giou_dn: 0.537281 loss_class_aux_dn: 2.096458 loss_bbox_aux_dn: 1.024112 loss_giou_aux_dn: 2.931319 loss: 17.674862 eta: 41 days, 15:39:17 batch_cost: 0.9625 data_cost: 0.0033 ips: 8.3118 images/s [07/19 19:06:05] ppdet.engine INFO: Epoch: [0] [45300/54024] learning_rate: 0.000100 loss_class: 0.700410 loss_bbox: 0.148801 loss_giou: 0.572659 loss_class_aux: 4.429001 loss_bbox_aux: 0.969191 loss_giou_aux: 3.582532 loss_class_dn: 0.380245 loss_bbox_dn: 0.171065 loss_giou_dn: 0.513808 loss_class_aux_dn: 2.011448 loss_bbox_aux_dn: 0.979243 loss_giou_aux_dn: 2.854620 loss: 17.718663 eta: 41 days, 15:32:27 batch_cost: 0.8988 data_cost: 0.0347 ips: 8.9010 images/s [07/19 19:07:54] ppdet.engine INFO: Epoch: [0] [45400/54024] learning_rate: 0.000100 loss_class: 0.711862 loss_bbox: 0.144451 loss_giou: 0.614060 loss_class_aux: 4.406043 loss_bbox_aux: 0.891962 loss_giou_aux: 3.817120 loss_class_dn: 0.375440 loss_bbox_dn: 0.165612 loss_giou_dn: 0.511112 loss_class_aux_dn: 1.991146 loss_bbox_aux_dn: 0.916656 loss_giou_aux_dn: 2.710360 loss: 17.298719 eta: 41 days, 15:46:27 batch_cost: 1.0462 data_cost: 0.0426 ips: 7.6466 images/s [07/19 19:09:31] ppdet.engine INFO: Epoch: [0] [45500/54024] learning_rate: 0.000100 loss_class: 0.718161 loss_bbox: 0.151135 loss_giou: 0.586757 loss_class_aux: 4.585392 loss_bbox_aux: 0.977066 loss_giou_aux: 3.678889 loss_class_dn: 0.392552 loss_bbox_dn: 0.179952 loss_giou_dn: 0.551368 loss_class_aux_dn: 2.073059 loss_bbox_aux_dn: 1.015291 loss_giou_aux_dn: 2.976165 loss: 17.780838 eta: 41 days, 15:43:21 batch_cost: 0.9253 data_cost: 0.0047 ips: 8.6461 images/s [07/19 19:11:06] ppdet.engine INFO: Epoch: [0] [45600/54024] learning_rate: 0.000100 loss_class: 0.748419 loss_bbox: 0.150072 loss_giou: 0.644624 loss_class_aux: 4.710372 loss_bbox_aux: 0.984289 loss_giou_aux: 3.963050 loss_class_dn: 0.388310 loss_bbox_dn: 0.183927 loss_giou_dn: 0.547889 loss_class_aux_dn: 2.083825 loss_bbox_aux_dn: 1.053862 loss_giou_aux_dn: 2.899148 loss: 18.191896 eta: 41 days, 15:36:55 batch_cost: 0.9016 data_cost: 0.0173 ips: 8.8732 images/s [07/19 19:12:42] ppdet.engine INFO: Epoch: [0] [45700/54024] learning_rate: 0.000100 loss_class: 0.776544 loss_bbox: 0.151853 loss_giou: 0.569598 loss_class_aux: 4.869834 loss_bbox_aux: 0.979479 loss_giou_aux: 3.619350 loss_class_dn: 0.397995 loss_bbox_dn: 0.181898 loss_giou_dn: 0.533888 loss_class_aux_dn: 2.093134 loss_bbox_aux_dn: 1.024032 loss_giou_aux_dn: 2.855644 loss: 18.370804 eta: 41 days, 15:32:09 batch_cost: 0.9132 data_cost: 0.0054 ips: 8.7604 images/s [07/19 19:14:36] ppdet.engine INFO: Epoch: [0] [45800/54024] learning_rate: 0.000100 loss_class: 0.777432 loss_bbox: 0.160251 loss_giou: 0.617587 loss_class_aux: 4.782378 loss_bbox_aux: 1.038416 loss_giou_aux: 3.850270 loss_class_dn: 0.419845 loss_bbox_dn: 0.185949 loss_giou_dn: 0.562027 loss_class_aux_dn: 2.228190 loss_bbox_aux_dn: 1.046832 loss_giou_aux_dn: 3.090559 loss: 19.423775 eta: 41 days, 15:51:41 batch_cost: 1.0869 data_cost: 0.0006 ips: 7.3604 images/s [07/19 19:16:10] ppdet.engine INFO: Epoch: [0] [45900/54024] learning_rate: 0.000100 loss_class: 0.783417 loss_bbox: 0.157160 loss_giou: 0.653308 loss_class_aux: 4.904654 loss_bbox_aux: 1.020856 loss_giou_aux: 4.122719 loss_class_dn: 0.426161 loss_bbox_dn: 0.184795 loss_giou_dn: 0.579601 loss_class_aux_dn: 2.256928 loss_bbox_aux_dn: 1.028708 loss_giou_aux_dn: 3.151848 loss: 19.478693 eta: 41 days, 15:44:45 batch_cost: 0.8979 data_cost: 0.0124 ips: 8.9098 images/s [07/19 19:17:43] ppdet.engine INFO: Epoch: [0] [46000/54024] learning_rate: 0.000100 loss_class: 0.720894 loss_bbox: 0.149507 loss_giou: 0.611857 loss_class_aux: 4.522774 loss_bbox_aux: 0.984014 loss_giou_aux: 3.864830 loss_class_dn: 0.402054 loss_bbox_dn: 0.181437 loss_giou_dn: 0.558745 loss_class_aux_dn: 2.141172 loss_bbox_aux_dn: 1.013052 loss_giou_aux_dn: 3.034477 loss: 18.772353 eta: 41 days, 15:35:44 batch_cost: 0.8828 data_cost: 0.0330 ips: 9.0619 images/s [07/19 19:19:16] ppdet.engine INFO: Epoch: [0] [46100/54024] learning_rate: 0.000100 loss_class: 0.703207 loss_bbox: 0.141365 loss_giou: 0.582578 loss_class_aux: 4.498699 loss_bbox_aux: 0.910781 loss_giou_aux: 3.622552 loss_class_dn: 0.381135 loss_bbox_dn: 0.163338 loss_giou_dn: 0.516161 loss_class_aux_dn: 1.998861 loss_bbox_aux_dn: 0.920352 loss_giou_aux_dn: 2.769172 loss: 17.468570 eta: 41 days, 15:26:48 batch_cost: 0.8831 data_cost: 0.0030 ips: 9.0589 images/s [07/19 19:20:52] ppdet.engine INFO: Epoch: [0] [46200/54024] learning_rate: 0.000100 loss_class: 0.734381 loss_bbox: 0.144192 loss_giou: 0.520457 loss_class_aux: 4.604959 loss_bbox_aux: 0.955833 loss_giou_aux: 3.292248 loss_class_dn: 0.378562 loss_bbox_dn: 0.182305 loss_giou_dn: 0.491355 loss_class_aux_dn: 2.020093 loss_bbox_aux_dn: 1.026438 loss_giou_aux_dn: 2.680060 loss: 17.113459 eta: 41 days, 15:21:43 batch_cost: 0.9108 data_cost: 0.0812 ips: 8.7839 images/s [07/19 19:22:28] ppdet.engine INFO: Epoch: [0] [46300/54024] learning_rate: 0.000100 loss_class: 0.752294 loss_bbox: 0.147635 loss_giou: 0.641771 loss_class_aux: 4.758965 loss_bbox_aux: 0.949722 loss_giou_aux: 3.984406 loss_class_dn: 0.413050 loss_bbox_dn: 0.167747 loss_giou_dn: 0.568924 loss_class_aux_dn: 2.179636 loss_bbox_aux_dn: 0.937085 loss_giou_aux_dn: 3.048119 loss: 18.959835 eta: 41 days, 15:16:57 batch_cost: 0.9129 data_cost: 0.0099 ips: 8.7637 images/s [07/19 19:23:52] ppdet.engine INFO: Epoch: [0] [46400/54024] learning_rate: 0.000100 loss_class: 0.785133 loss_bbox: 0.156046 loss_giou: 0.630654 loss_class_aux: 4.913329 loss_bbox_aux: 1.022523 loss_giou_aux: 3.901779 loss_class_dn: 0.413413 loss_bbox_dn: 0.180170 loss_giou_dn: 0.584627 loss_class_aux_dn: 2.215751 loss_bbox_aux_dn: 1.028977 loss_giou_aux_dn: 3.162756 loss: 19.538669 eta: 41 days, 14:57:02 batch_cost: 0.8030 data_cost: 0.0072 ips: 9.9630 images/s [07/19 19:25:24] ppdet.engine INFO: Epoch: [0] [46500/54024] learning_rate: 0.000100 loss_class: 0.755410 loss_bbox: 0.155674 loss_giou: 0.677352 loss_class_aux: 4.706083 loss_bbox_aux: 0.976070 loss_giou_aux: 4.177220 loss_class_dn: 0.406978 loss_bbox_dn: 0.169694 loss_giou_dn: 0.590884 loss_class_aux_dn: 2.155722 loss_bbox_aux_dn: 0.935255 loss_giou_aux_dn: 3.162802 loss: 19.240785 eta: 41 days, 14:45:28 batch_cost: 0.8631 data_cost: 0.0006 ips: 9.2689 images/s [07/19 19:27:02] ppdet.engine INFO: Epoch: [0] [46600/54024] learning_rate: 0.000100 loss_class: 0.735049 loss_bbox: 0.151180 loss_giou: 0.596143 loss_class_aux: 4.611937 loss_bbox_aux: 0.970955 loss_giou_aux: 3.748427 loss_class_dn: 0.389766 loss_bbox_dn: 0.175345 loss_giou_dn: 0.542461 loss_class_aux_dn: 2.084028 loss_bbox_aux_dn: 0.984634 loss_giou_aux_dn: 2.911652 loss: 18.192870 eta: 41 days, 14:44:18 batch_cost: 0.9384 data_cost: 0.0203 ips: 8.5249 images/s [07/19 19:28:39] ppdet.engine INFO: Epoch: [0] [46700/54024] learning_rate: 0.000100 loss_class: 0.741324 loss_bbox: 0.149546 loss_giou: 0.639428 loss_class_aux: 4.760294 loss_bbox_aux: 0.969726 loss_giou_aux: 4.002694 loss_class_dn: 0.401256 loss_bbox_dn: 0.176967 loss_giou_dn: 0.572480 loss_class_aux_dn: 2.088395 loss_bbox_aux_dn: 1.003967 loss_giou_aux_dn: 3.142968 loss: 18.610375 eta: 41 days, 14:41:34 batch_cost: 0.9269 data_cost: 0.0251 ips: 8.6306 images/s [07/19 19:30:21] ppdet.engine INFO: Epoch: [0] [46800/54024] learning_rate: 0.000100 loss_class: 0.712848 loss_bbox: 0.132798 loss_giou: 0.572031 loss_class_aux: 4.507301 loss_bbox_aux: 0.875236 loss_giou_aux: 3.599790 loss_class_dn: 0.386327 loss_bbox_dn: 0.168515 loss_giou_dn: 0.518827 loss_class_aux_dn: 2.051134 loss_bbox_aux_dn: 0.978707 loss_giou_aux_dn: 2.817084 loss: 17.581579 eta: 41 days, 14:45:30 batch_cost: 0.9757 data_cost: 0.0870 ips: 8.1996 images/s [07/19 19:31:54] ppdet.engine INFO: Epoch: [0] [46900/54024] learning_rate: 0.000100 loss_class: 0.755776 loss_bbox: 0.155098 loss_giou: 0.583462 loss_class_aux: 4.863468 loss_bbox_aux: 1.008934 loss_giou_aux: 3.671318 loss_class_dn: 0.395750 loss_bbox_dn: 0.182410 loss_giou_dn: 0.549544 loss_class_aux_dn: 2.105711 loss_bbox_aux_dn: 1.044429 loss_giou_aux_dn: 2.968273 loss: 17.880235 eta: 41 days, 14:36:26 batch_cost: 0.8807 data_cost: 0.0180 ips: 9.0837 images/s [07/19 19:33:37] ppdet.engine INFO: Epoch: [0] [47000/54024] learning_rate: 0.000100 loss_class: 0.717670 loss_bbox: 0.151612 loss_giou: 0.606451 loss_class_aux: 4.593036 loss_bbox_aux: 0.984527 loss_giou_aux: 3.771352 loss_class_dn: 0.391871 loss_bbox_dn: 0.174856 loss_giou_dn: 0.538361 loss_class_aux_dn: 2.080562 loss_bbox_aux_dn: 0.993647 loss_giou_aux_dn: 2.925516 loss: 18.455581 eta: 41 days, 14:40:58 batch_cost: 0.9803 data_cost: 0.0164 ips: 8.1611 images/s [07/19 19:35:08] ppdet.engine INFO: Epoch: [0] [47100/54024] learning_rate: 0.000100 loss_class: 0.682907 loss_bbox: 0.142071 loss_giou: 0.602977 loss_class_aux: 4.359936 loss_bbox_aux: 0.917302 loss_giou_aux: 3.781766 loss_class_dn: 0.378643 loss_bbox_dn: 0.177408 loss_giou_dn: 0.527799 loss_class_aux_dn: 2.010388 loss_bbox_aux_dn: 1.010258 loss_giou_aux_dn: 2.853296 loss: 17.467988 eta: 41 days, 14:29:53 batch_cost: 0.8655 data_cost: 0.0199 ips: 9.2436 images/s [07/19 19:36:43] ppdet.engine INFO: Epoch: [0] [47200/54024] learning_rate: 0.000100 loss_class: 0.744207 loss_bbox: 0.159388 loss_giou: 0.645306 loss_class_aux: 4.692913 loss_bbox_aux: 1.023200 loss_giou_aux: 3.991594 loss_class_dn: 0.415108 loss_bbox_dn: 0.176105 loss_giou_dn: 0.562802 loss_class_aux_dn: 2.185448 loss_bbox_aux_dn: 1.003316 loss_giou_aux_dn: 3.042204 loss: 19.169319 eta: 41 days, 14:25:00 batch_cost: 0.9111 data_cost: 0.0317 ips: 8.7811 images/s [07/19 19:38:32] ppdet.engine INFO: Epoch: [0] [47300/54024] learning_rate: 0.000100 loss_class: 0.694765 loss_bbox: 0.141641 loss_giou: 0.559351 loss_class_aux: 4.405962 loss_bbox_aux: 0.946665 loss_giou_aux: 3.500689 loss_class_dn: 0.381207 loss_bbox_dn: 0.179189 loss_giou_dn: 0.517225 loss_class_aux_dn: 2.036159 loss_bbox_aux_dn: 1.009925 loss_giou_aux_dn: 2.794844 loss: 17.661677 eta: 41 days, 14:37:34 batch_cost: 1.0397 data_cost: 0.0237 ips: 7.6946 images/s [07/19 19:40:24] ppdet.engine INFO: Epoch: [0] [47400/54024] learning_rate: 0.000100 loss_class: 0.762385 loss_bbox: 0.162617 loss_giou: 0.642461 loss_class_aux: 4.765938 loss_bbox_aux: 1.030930 loss_giou_aux: 3.934072 loss_class_dn: 0.400767 loss_bbox_dn: 0.178667 loss_giou_dn: 0.558135 loss_class_aux_dn: 2.127723 loss_bbox_aux_dn: 1.017989 loss_giou_aux_dn: 3.020742 loss: 18.346388 eta: 41 days, 14:54:31 batch_cost: 1.0727 data_cost: 0.2562 ips: 7.4580 images/s [07/19 19:41:58] ppdet.engine INFO: Epoch: [0] [47500/54024] learning_rate: 0.000100 loss_class: 0.721195 loss_bbox: 0.155674 loss_giou: 0.621940 loss_class_aux: 4.535670 loss_bbox_aux: 1.007449 loss_giou_aux: 3.918326 loss_class_dn: 0.387213 loss_bbox_dn: 0.183390 loss_giou_dn: 0.540820 loss_class_aux_dn: 2.061708 loss_bbox_aux_dn: 1.045577 loss_giou_aux_dn: 2.919456 loss: 18.356888 eta: 41 days, 14:47:13 batch_cost: 0.8932 data_cost: 0.0422 ips: 8.9562 images/s [07/19 19:43:33] ppdet.engine INFO: Epoch: [0] [47600/54024] learning_rate: 0.000100 loss_class: 0.696383 loss_bbox: 0.145929 loss_giou: 0.589377 loss_class_aux: 4.246897 loss_bbox_aux: 0.955256 loss_giou_aux: 3.744717 loss_class_dn: 0.383857 loss_bbox_dn: 0.181545 loss_giou_dn: 0.538781 loss_class_aux_dn: 2.032167 loss_bbox_aux_dn: 0.994549 loss_giou_aux_dn: 2.881746 loss: 17.401086 eta: 41 days, 14:41:24 batch_cost: 0.9042 data_cost: 0.0008 ips: 8.8481 images/s [07/19 19:45:04] ppdet.engine INFO: Epoch: [0] [47700/54024] learning_rate: 0.000100 loss_class: 0.705166 loss_bbox: 0.135579 loss_giou: 0.607954 loss_class_aux: 4.404780 loss_bbox_aux: 0.885907 loss_giou_aux: 3.769092 loss_class_dn: 0.379780 loss_bbox_dn: 0.167979 loss_giou_dn: 0.546464 loss_class_aux_dn: 2.020879 loss_bbox_aux_dn: 0.938810 loss_giou_aux_dn: 2.927966 loss: 17.894382 eta: 41 days, 14:30:39 batch_cost: 0.8674 data_cost: 0.0100 ips: 9.2235 images/s [07/19 19:46:44] ppdet.engine INFO: Epoch: [0] [47800/54024] learning_rate: 0.000100 loss_class: 0.743928 loss_bbox: 0.158753 loss_giou: 0.677552 loss_class_aux: 4.625791 loss_bbox_aux: 1.018720 loss_giou_aux: 4.293455 loss_class_dn: 0.401876 loss_bbox_dn: 0.184388 loss_giou_dn: 0.603402 loss_class_aux_dn: 2.140771 loss_bbox_aux_dn: 1.013033 loss_giou_aux_dn: 3.257535 loss: 19.127926 eta: 41 days, 14:32:37 batch_cost: 0.9619 data_cost: 0.0034 ips: 8.3169 images/s [07/19 19:48:22] ppdet.engine INFO: Epoch: [0] [47900/54024] learning_rate: 0.000100 loss_class: 0.730946 loss_bbox: 0.155844 loss_giou: 0.628077 loss_class_aux: 4.524493 loss_bbox_aux: 0.996394 loss_giou_aux: 3.952444 loss_class_dn: 0.385657 loss_bbox_dn: 0.178624 loss_giou_dn: 0.555786 loss_class_aux_dn: 2.049674 loss_bbox_aux_dn: 0.999469 loss_giou_aux_dn: 2.982889 loss: 18.281080 eta: 41 days, 14:30:19 batch_cost: 0.9302 data_cost: 0.0006 ips: 8.6002 images/s [07/19 19:50:07] ppdet.engine INFO: Epoch: [0] [48000/54024] learning_rate: 0.000100 loss_class: 0.730233 loss_bbox: 0.145175 loss_giou: 0.572197 loss_class_aux: 4.592122 loss_bbox_aux: 0.941171 loss_giou_aux: 3.610143 loss_class_dn: 0.383799 loss_bbox_dn: 0.169344 loss_giou_dn: 0.533991 loss_class_aux_dn: 2.001981 loss_bbox_aux_dn: 0.930983 loss_giou_aux_dn: 2.884861 loss: 17.505274 eta: 41 days, 14:38:04 batch_cost: 1.0055 data_cost: 0.0821 ips: 7.9566 images/s [07/19 19:51:38] ppdet.engine INFO: Epoch: [0] [48100/54024] learning_rate: 0.000100 loss_class: 0.777552 loss_bbox: 0.148585 loss_giou: 0.656027 loss_class_aux: 4.768987 loss_bbox_aux: 0.974002 loss_giou_aux: 4.139167 loss_class_dn: 0.405166 loss_bbox_dn: 0.183760 loss_giou_dn: 0.562602 loss_class_aux_dn: 2.163240 loss_bbox_aux_dn: 1.029804 loss_giou_aux_dn: 3.002878 loss: 18.741685 eta: 41 days, 14:26:54 batch_cost: 0.8636 data_cost: 0.0299 ips: 9.2640 images/s [07/19 19:53:11] ppdet.engine INFO: Epoch: [0] [48200/54024] learning_rate: 0.000100 loss_class: 0.726944 loss_bbox: 0.143704 loss_giou: 0.583342 loss_class_aux: 4.488482 loss_bbox_aux: 0.942122 loss_giou_aux: 3.600172 loss_class_dn: 0.406553 loss_bbox_dn: 0.154935 loss_giou_dn: 0.521923 loss_class_aux_dn: 2.186355 loss_bbox_aux_dn: 0.903120 loss_giou_aux_dn: 2.850330 loss: 18.174604 eta: 41 days, 14:19:15 batch_cost: 0.8898 data_cost: 0.0006 ips: 8.9911 images/s [07/19 19:54:43] ppdet.engine INFO: Epoch: [0] [48300/54024] learning_rate: 0.000100 loss_class: 0.730292 loss_bbox: 0.159154 loss_giou: 0.607663 loss_class_aux: 4.642543 loss_bbox_aux: 1.013844 loss_giou_aux: 3.750618 loss_class_dn: 0.383820 loss_bbox_dn: 0.183081 loss_giou_dn: 0.531788 loss_class_aux_dn: 2.056688 loss_bbox_aux_dn: 1.040527 loss_giou_aux_dn: 2.854832 loss: 18.114048 eta: 41 days, 14:08:47 batch_cost: 0.8684 data_cost: 0.0347 ips: 9.2123 images/s [07/19 19:56:21] ppdet.engine INFO: Epoch: [0] [48400/54024] learning_rate: 0.000100 loss_class: 0.743677 loss_bbox: 0.146705 loss_giou: 0.591712 loss_class_aux: 4.647283 loss_bbox_aux: 0.943765 loss_giou_aux: 3.718041 loss_class_dn: 0.392365 loss_bbox_dn: 0.173759 loss_giou_dn: 0.556437 loss_class_aux_dn: 2.081103 loss_bbox_aux_dn: 0.983576 loss_giou_aux_dn: 3.014391 loss: 18.401773 eta: 41 days, 14:07:35 batch_cost: 0.9381 data_cost: 0.0006 ips: 8.5280 images/s [07/19 19:58:05] ppdet.engine INFO: Epoch: [0] [48500/54024] learning_rate: 0.000100 loss_class: 0.759334 loss_bbox: 0.163494 loss_giou: 0.630526 loss_class_aux: 4.826231 loss_bbox_aux: 1.052622 loss_giou_aux: 3.972459 loss_class_dn: 0.404524 loss_bbox_dn: 0.185589 loss_giou_dn: 0.563766 loss_class_aux_dn: 2.159428 loss_bbox_aux_dn: 1.052844 loss_giou_aux_dn: 3.078086 loss: 18.900271 eta: 41 days, 14:13:47 batch_cost: 0.9942 data_cost: 0.0008 ips: 8.0467 images/s [07/19 19:59:45] ppdet.engine INFO: Epoch: [0] [48600/54024] learning_rate: 0.000100 loss_class: 0.743237 loss_bbox: 0.148362 loss_giou: 0.571852 loss_class_aux: 4.654197 loss_bbox_aux: 0.953230 loss_giou_aux: 3.646894 loss_class_dn: 0.390136 loss_bbox_dn: 0.179172 loss_giou_dn: 0.559958 loss_class_aux_dn: 2.070493 loss_bbox_aux_dn: 1.016604 loss_giou_aux_dn: 3.012127 loss: 17.990583 eta: 41 days, 14:14:51 batch_cost: 0.9555 data_cost: 0.1236 ips: 8.3728 images/s [07/19 20:01:21] ppdet.engine INFO: Epoch: [0] [48700/54024] learning_rate: 0.000100 loss_class: 0.741152 loss_bbox: 0.147685 loss_giou: 0.555996 loss_class_aux: 4.561893 loss_bbox_aux: 0.964531 loss_giou_aux: 3.510553 loss_class_dn: 0.378980 loss_bbox_dn: 0.171186 loss_giou_dn: 0.512017 loss_class_aux_dn: 2.014374 loss_bbox_aux_dn: 0.999127 loss_giou_aux_dn: 2.725878 loss: 17.613922 eta: 41 days, 14:11:19 batch_cost: 0.9206 data_cost: 0.0171 ips: 8.6902 images/s [07/19 20:02:55] ppdet.engine INFO: Epoch: [0] [48800/54024] learning_rate: 0.000100 loss_class: 0.760980 loss_bbox: 0.156177 loss_giou: 0.605739 loss_class_aux: 4.700810 loss_bbox_aux: 1.022538 loss_giou_aux: 3.863466 loss_class_dn: 0.406756 loss_bbox_dn: 0.181149 loss_giou_dn: 0.554548 loss_class_aux_dn: 2.150563 loss_bbox_aux_dn: 0.997811 loss_giou_aux_dn: 3.042576 loss: 18.715491 eta: 41 days, 14:04:59 batch_cost: 0.8991 data_cost: 0.0731 ips: 8.8973 images/s [07/19 20:04:30] ppdet.engine INFO: Epoch: [0] [48900/54024] learning_rate: 0.000100 loss_class: 0.727570 loss_bbox: 0.157709 loss_giou: 0.601651 loss_class_aux: 4.569138 loss_bbox_aux: 1.010193 loss_giou_aux: 3.769575 loss_class_dn: 0.388359 loss_bbox_dn: 0.176882 loss_giou_dn: 0.526996 loss_class_aux_dn: 2.059930 loss_bbox_aux_dn: 1.011798 loss_giou_aux_dn: 2.840224 loss: 17.593607 eta: 41 days, 13:59:48 batch_cost: 0.9078 data_cost: 0.0036 ips: 8.8127 images/s [07/19 20:06:06] ppdet.engine INFO: Epoch: [0] [49000/54024] learning_rate: 0.000100 loss_class: 0.798399 loss_bbox: 0.163043 loss_giou: 0.610292 loss_class_aux: 4.960612 loss_bbox_aux: 1.036568 loss_giou_aux: 3.781616 loss_class_dn: 0.416685 loss_bbox_dn: 0.190504 loss_giou_dn: 0.576362 loss_class_aux_dn: 2.206975 loss_bbox_aux_dn: 1.071994 loss_giou_aux_dn: 3.091062 loss: 19.419126 eta: 41 days, 13:54:47 batch_cost: 0.9091 data_cost: 0.0030 ips: 8.8004 images/s [07/19 20:07:56] ppdet.engine INFO: Epoch: [0] [49100/54024] learning_rate: 0.000100 loss_class: 0.803160 loss_bbox: 0.165475 loss_giou: 0.652473 loss_class_aux: 4.989802 loss_bbox_aux: 1.086505 loss_giou_aux: 4.046365 loss_class_dn: 0.425485 loss_bbox_dn: 0.196461 loss_giou_dn: 0.595804 loss_class_aux_dn: 2.252544 loss_bbox_aux_dn: 1.109707 loss_giou_aux_dn: 3.172498 loss: 19.365960 eta: 41 days, 14:08:27 batch_cost: 1.0521 data_cost: 0.0775 ips: 7.6036 images/s [07/19 20:09:20] ppdet.engine INFO: Epoch: [0] [49200/54024] learning_rate: 0.000100 loss_class: 0.750757 loss_bbox: 0.156203 loss_giou: 0.622876 loss_class_aux: 4.705090 loss_bbox_aux: 1.037841 loss_giou_aux: 3.896490 loss_class_dn: 0.416589 loss_bbox_dn: 0.191536 loss_giou_dn: 0.546741 loss_class_aux_dn: 2.198220 loss_bbox_aux_dn: 1.086640 loss_giou_aux_dn: 2.946658 loss: 18.738358 eta: 41 days, 13:49:52 batch_cost: 0.8047 data_cost: 0.0067 ips: 9.9416 images/s [07/19 20:10:52] ppdet.engine INFO: Epoch: [0] [49300/54024] learning_rate: 0.000100 loss_class: 0.733194 loss_bbox: 0.142897 loss_giou: 0.585227 loss_class_aux: 4.550999 loss_bbox_aux: 0.922424 loss_giou_aux: 3.694479 loss_class_dn: 0.400166 loss_bbox_dn: 0.162658 loss_giou_dn: 0.512315 loss_class_aux_dn: 2.111442 loss_bbox_aux_dn: 0.965568 loss_giou_aux_dn: 2.810355 loss: 18.523221 eta: 41 days, 13:40:30 batch_cost: 0.8752 data_cost: 0.0280 ips: 9.1407 images/s [07/19 20:12:26] ppdet.engine INFO: Epoch: [0] [49400/54024] learning_rate: 0.000100 loss_class: 0.784358 loss_bbox: 0.149331 loss_giou: 0.606115 loss_class_aux: 4.867330 loss_bbox_aux: 0.974948 loss_giou_aux: 3.711120 loss_class_dn: 0.409738 loss_bbox_dn: 0.185653 loss_giou_dn: 0.578065 loss_class_aux_dn: 2.174522 loss_bbox_aux_dn: 1.045797 loss_giou_aux_dn: 3.065371 loss: 18.925383 eta: 41 days, 13:33:05 batch_cost: 0.8900 data_cost: 0.0817 ips: 8.9891 images/s [07/19 20:14:03] ppdet.engine INFO: Epoch: [0] [49500/54024] learning_rate: 0.000100 loss_class: 0.700433 loss_bbox: 0.145998 loss_giou: 0.580417 loss_class_aux: 4.464984 loss_bbox_aux: 0.930578 loss_giou_aux: 3.593566 loss_class_dn: 0.379154 loss_bbox_dn: 0.166724 loss_giou_dn: 0.538496 loss_class_aux_dn: 2.020198 loss_bbox_aux_dn: 0.937436 loss_giou_aux_dn: 2.891735 loss: 17.830174 eta: 41 days, 13:30:20 batch_cost: 0.9259 data_cost: 0.0128 ips: 8.6403 images/s [07/19 20:15:54] ppdet.engine INFO: Epoch: [0] [49600/54024] learning_rate: 0.000100 loss_class: 0.710250 loss_bbox: 0.150016 loss_giou: 0.564720 loss_class_aux: 4.529243 loss_bbox_aux: 0.961086 loss_giou_aux: 3.517045 loss_class_dn: 0.381371 loss_bbox_dn: 0.176341 loss_giou_dn: 0.530425 loss_class_aux_dn: 2.031239 loss_bbox_aux_dn: 0.997589 loss_giou_aux_dn: 2.831251 loss: 17.840976 eta: 41 days, 13:45:37 batch_cost: 1.0657 data_cost: 0.0535 ips: 7.5068 images/s [07/19 20:17:38] ppdet.engine INFO: Epoch: [0] [49700/54024] learning_rate: 0.000100 loss_class: 0.743851 loss_bbox: 0.140023 loss_giou: 0.600899 loss_class_aux: 4.635245 loss_bbox_aux: 0.912411 loss_giou_aux: 3.786756 loss_class_dn: 0.395723 loss_bbox_dn: 0.164151 loss_giou_dn: 0.530913 loss_class_aux_dn: 2.100104 loss_bbox_aux_dn: 0.920791 loss_giou_aux_dn: 2.873446 loss: 17.971642 eta: 41 days, 13:52:22 batch_cost: 1.0000 data_cost: 0.0494 ips: 8.0003 images/s [07/19 20:19:19] ppdet.engine INFO: Epoch: [0] [49800/54024] learning_rate: 0.000100 loss_class: 0.778890 loss_bbox: 0.168962 loss_giou: 0.693267 loss_class_aux: 4.812945 loss_bbox_aux: 1.076733 loss_giou_aux: 4.231255 loss_class_dn: 0.418472 loss_bbox_dn: 0.189017 loss_giou_dn: 0.612256 loss_class_aux_dn: 2.215476 loss_bbox_aux_dn: 1.087088 loss_giou_aux_dn: 3.288558 loss: 19.844413 eta: 41 days, 13:54:21 batch_cost: 0.9629 data_cost: 0.0523 ips: 8.3078 images/s [07/19 20:20:54] ppdet.engine INFO: Epoch: [0] [49900/54024] learning_rate: 0.000100 loss_class: 0.800589 loss_bbox: 0.165953 loss_giou: 0.653146 loss_class_aux: 5.010190 loss_bbox_aux: 1.060180 loss_giou_aux: 4.099398 loss_class_dn: 0.434143 loss_bbox_dn: 0.192758 loss_giou_dn: 0.597781 loss_class_aux_dn: 2.292646 loss_bbox_aux_dn: 1.089474 loss_giou_aux_dn: 3.221295 loss: 20.371530 eta: 41 days, 13:49:13 batch_cost: 0.9078 data_cost: 0.0030 ips: 8.8126 images/s [07/19 20:22:31] ppdet.engine INFO: Epoch: [0] [50000/54024] learning_rate: 0.000100 loss_class: 0.748981 loss_bbox: 0.151129 loss_giou: 0.593358 loss_class_aux: 4.720524 loss_bbox_aux: 0.976646 loss_giou_aux: 3.744674 loss_class_dn: 0.389806 loss_bbox_dn: 0.175793 loss_giou_dn: 0.544418 loss_class_aux_dn: 2.093833 loss_bbox_aux_dn: 0.997900 loss_giou_aux_dn: 2.908160 loss: 17.902575 eta: 41 days, 13:46:11 batch_cost: 0.9239 data_cost: 0.1171 ips: 8.6588 images/s [07/19 20:24:06] ppdet.engine INFO: Epoch: [0] [50100/54024] learning_rate: 0.000100 loss_class: 0.730866 loss_bbox: 0.144177 loss_giou: 0.581508 loss_class_aux: 4.580688 loss_bbox_aux: 0.932173 loss_giou_aux: 3.693162 loss_class_dn: 0.390431 loss_bbox_dn: 0.175889 loss_giou_dn: 0.527967 loss_class_aux_dn: 2.050421 loss_bbox_aux_dn: 0.985140 loss_giou_aux_dn: 2.840387 loss: 18.095957 eta: 41 days, 13:40:45 batch_cost: 0.9051 data_cost: 0.1141 ips: 8.8386 images/s [07/19 20:25:44] ppdet.engine INFO: Epoch: [0] [50200/54024] learning_rate: 0.000100 loss_class: 0.770790 loss_bbox: 0.152147 loss_giou: 0.589318 loss_class_aux: 4.883898 loss_bbox_aux: 0.989819 loss_giou_aux: 3.647724 loss_class_dn: 0.405401 loss_bbox_dn: 0.178285 loss_giou_dn: 0.531361 loss_class_aux_dn: 2.145249 loss_bbox_aux_dn: 1.017272 loss_giou_aux_dn: 2.894332 loss: 18.326356 eta: 41 days, 13:38:30 batch_cost: 0.9300 data_cost: 0.0650 ips: 8.6025 images/s [07/19 20:27:12] ppdet.engine INFO: Epoch: [0] [50300/54024] learning_rate: 0.000100 loss_class: 0.795305 loss_bbox: 0.159612 loss_giou: 0.649017 loss_class_aux: 4.953401 loss_bbox_aux: 1.044480 loss_giou_aux: 4.130997 loss_class_dn: 0.420689 loss_bbox_dn: 0.190342 loss_giou_dn: 0.613925 loss_class_aux_dn: 2.231139 loss_bbox_aux_dn: 1.064383 loss_giou_aux_dn: 3.248996 loss: 19.517788 eta: 41 days, 13:25:12 batch_cost: 0.8432 data_cost: 0.0238 ips: 9.4875 images/s [07/19 20:28:59] ppdet.engine INFO: Epoch: [0] [50400/54024] learning_rate: 0.000100 loss_class: 0.737244 loss_bbox: 0.158242 loss_giou: 0.604215 loss_class_aux: 4.585686 loss_bbox_aux: 1.036630 loss_giou_aux: 3.784878 loss_class_dn: 0.395434 loss_bbox_dn: 0.198740 loss_giou_dn: 0.534141 loss_class_aux_dn: 2.080311 loss_bbox_aux_dn: 1.118469 loss_giou_aux_dn: 2.870017 loss: 18.594544 eta: 41 days, 13:34:12 batch_cost: 1.0184 data_cost: 0.1666 ips: 7.8555 images/s [07/19 20:30:54] ppdet.engine INFO: Epoch: [0] [50500/54024] learning_rate: 0.000100 loss_class: 0.756411 loss_bbox: 0.163215 loss_giou: 0.615686 loss_class_aux: 4.638124 loss_bbox_aux: 1.073625 loss_giou_aux: 3.808591 loss_class_dn: 0.397725 loss_bbox_dn: 0.183486 loss_giou_dn: 0.561299 loss_class_aux_dn: 2.135893 loss_bbox_aux_dn: 1.028038 loss_giou_aux_dn: 3.001792 loss: 18.706421 eta: 41 days, 13:53:45 batch_cost: 1.1020 data_cost: 0.0736 ips: 7.2596 images/s [07/19 20:32:33] ppdet.engine INFO: Epoch: [0] [50600/54024] learning_rate: 0.000100 loss_class: 0.768748 loss_bbox: 0.151990 loss_giou: 0.616300 loss_class_aux: 4.775822 loss_bbox_aux: 1.006407 loss_giou_aux: 3.918634 loss_class_dn: 0.404006 loss_bbox_dn: 0.183128 loss_giou_dn: 0.551650 loss_class_aux_dn: 2.140567 loss_bbox_aux_dn: 1.045271 loss_giou_aux_dn: 2.979532 loss: 18.509319 eta: 41 days, 13:52:53 batch_cost: 0.9412 data_cost: 0.0912 ips: 8.4997 images/s [07/19 20:34:09] ppdet.engine INFO: Epoch: [0] [50700/54024] learning_rate: 0.000100 loss_class: 0.769325 loss_bbox: 0.169526 loss_giou: 0.636345 loss_class_aux: 4.783502 loss_bbox_aux: 1.061299 loss_giou_aux: 4.016081 loss_class_dn: 0.425177 loss_bbox_dn: 0.176995 loss_giou_dn: 0.591788 loss_class_aux_dn: 2.239721 loss_bbox_aux_dn: 1.001834 loss_giou_aux_dn: 3.206600 loss: 19.328818 eta: 41 days, 13:49:23 batch_cost: 0.9202 data_cost: 0.0030 ips: 8.6935 images/s [07/19 20:36:04] ppdet.engine INFO: Epoch: [0] [50800/54024] learning_rate: 0.000100 loss_class: 0.753886 loss_bbox: 0.152263 loss_giou: 0.621146 loss_class_aux: 4.734827 loss_bbox_aux: 0.982486 loss_giou_aux: 3.940999 loss_class_dn: 0.399760 loss_bbox_dn: 0.190765 loss_giou_dn: 0.557212 loss_class_aux_dn: 2.120288 loss_bbox_aux_dn: 1.079416 loss_giou_aux_dn: 3.014403 loss: 18.701562 eta: 41 days, 14:08:32 batch_cost: 1.1002 data_cost: 0.2333 ips: 7.2712 images/s [07/19 20:37:45] ppdet.engine INFO: Epoch: [0] [50900/54024] learning_rate: 0.000100 loss_class: 0.774951 loss_bbox: 0.167019 loss_giou: 0.657449 loss_class_aux: 4.749879 loss_bbox_aux: 1.063921 loss_giou_aux: 4.093846 loss_class_dn: 0.392340 loss_bbox_dn: 0.189850 loss_giou_dn: 0.575236 loss_class_aux_dn: 2.125704 loss_bbox_aux_dn: 1.067962 loss_giou_aux_dn: 3.080711 loss: 18.492893 eta: 41 days, 14:10:39 batch_cost: 0.9653 data_cost: 0.0181 ips: 8.2878 images/s [07/19 20:39:32] ppdet.engine INFO: Epoch: [0] [51000/54024] learning_rate: 0.000100 loss_class: 0.720537 loss_bbox: 0.141532 loss_giou: 0.549559 loss_class_aux: 4.712585 loss_bbox_aux: 0.913891 loss_giou_aux: 3.534177 loss_class_dn: 0.371988 loss_bbox_dn: 0.175301 loss_giou_dn: 0.527610 loss_class_aux_dn: 1.994007 loss_bbox_aux_dn: 0.990685 loss_giou_aux_dn: 2.818747 loss: 17.427174 eta: 41 days, 14:20:40 batch_cost: 1.0283 data_cost: 0.0031 ips: 7.7795 images/s [07/19 20:41:08] ppdet.engine INFO: Epoch: [0] [51100/54024] learning_rate: 0.000100 loss_class: 0.726113 loss_bbox: 0.147435 loss_giou: 0.626242 loss_class_aux: 4.570058 loss_bbox_aux: 0.971975 loss_giou_aux: 3.924640 loss_class_dn: 0.387184 loss_bbox_dn: 0.175574 loss_giou_dn: 0.536388 loss_class_aux_dn: 2.067211 loss_bbox_aux_dn: 0.991006 loss_giou_aux_dn: 2.885283 loss: 17.785486 eta: 41 days, 14:17:14 batch_cost: 0.9212 data_cost: 0.0155 ips: 8.6843 images/s [07/19 20:42:47] ppdet.engine INFO: Epoch: [0] [51200/54024] learning_rate: 0.000100 loss_class: 0.754692 loss_bbox: 0.145850 loss_giou: 0.648233 loss_class_aux: 4.739097 loss_bbox_aux: 0.935403 loss_giou_aux: 4.100619 loss_class_dn: 0.409086 loss_bbox_dn: 0.165771 loss_giou_dn: 0.573764 loss_class_aux_dn: 2.188418 loss_bbox_aux_dn: 0.957746 loss_giou_aux_dn: 3.121094 loss: 18.959106 eta: 41 days, 14:16:01 batch_cost: 0.9390 data_cost: 0.0264 ips: 8.5199 images/s [07/19 20:44:14] ppdet.engine INFO: Epoch: [0] [51300/54024] learning_rate: 0.000100 loss_class: 0.725811 loss_bbox: 0.139308 loss_giou: 0.572924 loss_class_aux: 4.556008 loss_bbox_aux: 0.926882 loss_giou_aux: 3.577244 loss_class_dn: 0.390354 loss_bbox_dn: 0.167099 loss_giou_dn: 0.518423 loss_class_aux_dn: 2.043060 loss_bbox_aux_dn: 0.974304 loss_giou_aux_dn: 2.777725 loss: 17.758079 eta: 41 days, 14:01:13 batch_cost: 0.8301 data_cost: 0.0144 ips: 9.6379 images/s [07/19 20:45:44] ppdet.engine INFO: Epoch: [0] [51400/54024] learning_rate: 0.000100 loss_class: 0.693615 loss_bbox: 0.134000 loss_giou: 0.552719 loss_class_aux: 4.380532 loss_bbox_aux: 0.884852 loss_giou_aux: 3.452034 loss_class_dn: 0.376211 loss_bbox_dn: 0.171338 loss_giou_dn: 0.532254 loss_class_aux_dn: 1.980551 loss_bbox_aux_dn: 0.969693 loss_giou_aux_dn: 2.849515 loss: 17.426655 eta: 41 days, 13:49:04 batch_cost: 0.8510 data_cost: 0.0006 ips: 9.4008 images/s [07/19 20:47:09] ppdet.engine INFO: Epoch: [0] [51500/54024] learning_rate: 0.000100 loss_class: 0.774869 loss_bbox: 0.144312 loss_giou: 0.616524 loss_class_aux: 4.809265 loss_bbox_aux: 0.981092 loss_giou_aux: 3.807490 loss_class_dn: 0.408176 loss_bbox_dn: 0.174405 loss_giou_dn: 0.544288 loss_class_aux_dn: 2.138754 loss_bbox_aux_dn: 0.991440 loss_giou_aux_dn: 2.925772 loss: 18.413355 eta: 41 days, 13:31:12 batch_cost: 0.8045 data_cost: 0.0031 ips: 9.9435 images/s [07/19 20:48:41] ppdet.engine INFO: Epoch: [0] [51600/54024] learning_rate: 0.000100 loss_class: 0.753837 loss_bbox: 0.141311 loss_giou: 0.577415 loss_class_aux: 4.701292 loss_bbox_aux: 0.955450 loss_giou_aux: 3.623976 loss_class_dn: 0.401327 loss_bbox_dn: 0.183236 loss_giou_dn: 0.527280 loss_class_aux_dn: 2.149980 loss_bbox_aux_dn: 1.040987 loss_giou_aux_dn: 2.886752 loss: 17.929626 eta: 41 days, 13:22:55 batch_cost: 0.8814 data_cost: 0.0006 ips: 9.0760 images/s [07/19 20:50:07] ppdet.engine INFO: Epoch: [0] [51700/54024] learning_rate: 0.000100 loss_class: 0.740623 loss_bbox: 0.143888 loss_giou: 0.597149 loss_class_aux: 4.624366 loss_bbox_aux: 0.948938 loss_giou_aux: 3.741028 loss_class_dn: 0.390575 loss_bbox_dn: 0.167551 loss_giou_dn: 0.527347 loss_class_aux_dn: 2.079034 loss_bbox_aux_dn: 0.968243 loss_giou_aux_dn: 2.853568 loss: 17.527297 eta: 41 days, 13:06:29 batch_cost: 0.8153 data_cost: 0.0006 ips: 9.8126 images/s [07/19 20:51:43] ppdet.engine INFO: Epoch: [0] [51800/54024] learning_rate: 0.000100 loss_class: 0.719271 loss_bbox: 0.146547 loss_giou: 0.628462 loss_class_aux: 4.511048 loss_bbox_aux: 0.957934 loss_giou_aux: 3.936105 loss_class_dn: 0.393956 loss_bbox_dn: 0.164960 loss_giou_dn: 0.539320 loss_class_aux_dn: 2.104675 loss_bbox_aux_dn: 0.950061 loss_giou_aux_dn: 2.913913 loss: 18.043801 eta: 41 days, 13:02:09 batch_cost: 0.9128 data_cost: 0.0084 ips: 8.7641 images/s [07/19 20:53:07] ppdet.engine INFO: Epoch: [0] [51900/54024] learning_rate: 0.000100 loss_class: 0.711122 loss_bbox: 0.145801 loss_giou: 0.547209 loss_class_aux: 4.559026 loss_bbox_aux: 0.961961 loss_giou_aux: 3.423081 loss_class_dn: 0.386260 loss_bbox_dn: 0.185652 loss_giou_dn: 0.496489 loss_class_aux_dn: 2.062046 loss_bbox_aux_dn: 1.048481 loss_giou_aux_dn: 2.705623 loss: 17.307469 eta: 41 days, 12:43:26 batch_cost: 0.7960 data_cost: 0.0006 ips: 10.0506 images/s [07/19 20:54:59] ppdet.engine INFO: Epoch: [0] [52000/54024] learning_rate: 0.000100 loss_class: 0.776523 loss_bbox: 0.168864 loss_giou: 0.593528 loss_class_aux: 4.850141 loss_bbox_aux: 1.085189 loss_giou_aux: 3.750256 loss_class_dn: 0.407885 loss_bbox_dn: 0.197202 loss_giou_dn: 0.543771 loss_class_aux_dn: 2.173969 loss_bbox_aux_dn: 1.099461 loss_giou_aux_dn: 2.933412 loss: 18.752801 eta: 41 days, 13:00:06 batch_cost: 1.0831 data_cost: 0.0064 ips: 7.3864 images/s [07/19 20:56:45] ppdet.engine INFO: Epoch: [0] [52100/54024] learning_rate: 0.000100 loss_class: 0.769333 loss_bbox: 0.148656 loss_giou: 0.575539 loss_class_aux: 4.778435 loss_bbox_aux: 0.956591 loss_giou_aux: 3.583736 loss_class_dn: 0.388044 loss_bbox_dn: 0.172506 loss_giou_dn: 0.525860 loss_class_aux_dn: 2.070408 loss_bbox_aux_dn: 0.972500 loss_giou_aux_dn: 2.839542 loss: 18.140198 eta: 41 days, 13:07:26 batch_cost: 1.0077 data_cost: 0.0006 ips: 7.9388 images/s [07/19 20:58:19] ppdet.engine INFO: Epoch: [0] [52200/54024] learning_rate: 0.000100 loss_class: 0.715429 loss_bbox: 0.144649 loss_giou: 0.588034 loss_class_aux: 4.605814 loss_bbox_aux: 0.948982 loss_giou_aux: 3.638949 loss_class_dn: 0.373002 loss_bbox_dn: 0.174534 loss_giou_dn: 0.517938 loss_class_aux_dn: 1.993804 loss_bbox_aux_dn: 0.962781 loss_giou_aux_dn: 2.768598 loss: 16.975566 eta: 41 days, 13:02:04 batch_cost: 0.9043 data_cost: 0.0239 ips: 8.8465 images/s [07/19 20:59:54] ppdet.engine INFO: Epoch: [0] [52300/54024] learning_rate: 0.000100 loss_class: 0.729567 loss_bbox: 0.156170 loss_giou: 0.627984 loss_class_aux: 4.593347 loss_bbox_aux: 0.991315 loss_giou_aux: 3.996472 loss_class_dn: 0.401146 loss_bbox_dn: 0.167371 loss_giou_dn: 0.563051 loss_class_aux_dn: 2.116843 loss_bbox_aux_dn: 0.962824 loss_giou_aux_dn: 3.038979 loss: 18.746637 eta: 41 days, 12:57:13 batch_cost: 0.9083 data_cost: 0.0230 ips: 8.8073 images/s [07/19 21:01:32] ppdet.engine INFO: Epoch: [0] [52400/54024] learning_rate: 0.000100 loss_class: 0.738461 loss_bbox: 0.143380 loss_giou: 0.592506 loss_class_aux: 4.684718 loss_bbox_aux: 0.938948 loss_giou_aux: 3.750573 loss_class_dn: 0.389191 loss_bbox_dn: 0.164496 loss_giou_dn: 0.561472 loss_class_aux_dn: 2.054946 loss_bbox_aux_dn: 0.938296 loss_giou_aux_dn: 2.974533 loss: 17.902194 eta: 41 days, 12:54:36 batch_cost: 0.9267 data_cost: 0.0181 ips: 8.6325 images/s [07/19 21:03:02] ppdet.engine INFO: Epoch: [0] [52500/54024] learning_rate: 0.000100 loss_class: 0.755827 loss_bbox: 0.146264 loss_giou: 0.583469 loss_class_aux: 4.687684 loss_bbox_aux: 0.953116 loss_giou_aux: 3.702502 loss_class_dn: 0.407298 loss_bbox_dn: 0.178939 loss_giou_dn: 0.529998 loss_class_aux_dn: 2.158660 loss_bbox_aux_dn: 1.026048 loss_giou_aux_dn: 2.871391 loss: 18.267253 eta: 41 days, 12:43:37 batch_cost: 0.8578 data_cost: 0.0006 ips: 9.3257 images/s [07/19 21:04:39] ppdet.engine INFO: Epoch: [0] [52600/54024] learning_rate: 0.000100 loss_class: 0.771385 loss_bbox: 0.172262 loss_giou: 0.699250 loss_class_aux: 4.859471 loss_bbox_aux: 1.126810 loss_giou_aux: 4.433620 loss_class_dn: 0.432003 loss_bbox_dn: 0.189811 loss_giou_dn: 0.610760 loss_class_aux_dn: 2.289090 loss_bbox_aux_dn: 1.063339 loss_giou_aux_dn: 3.326452 loss: 20.021099 eta: 41 days, 12:41:14 batch_cost: 0.9284 data_cost: 0.0006 ips: 8.6173 images/s [07/19 21:06:23] ppdet.engine INFO: Epoch: [0] [52700/54024] learning_rate: 0.000100 loss_class: 0.720798 loss_bbox: 0.153898 loss_giou: 0.555926 loss_class_aux: 4.384995 loss_bbox_aux: 0.977494 loss_giou_aux: 3.437921 loss_class_dn: 0.378006 loss_bbox_dn: 0.169306 loss_giou_dn: 0.485892 loss_class_aux_dn: 2.005493 loss_bbox_aux_dn: 0.974264 loss_giou_aux_dn: 2.618237 loss: 16.816534 eta: 41 days, 12:45:51 batch_cost: 0.9859 data_cost: 0.0006 ips: 8.1144 images/s [07/19 21:07:48] ppdet.engine INFO: Epoch: [0] [52800/54024] learning_rate: 0.000100 loss_class: 0.726380 loss_bbox: 0.147256 loss_giou: 0.630283 loss_class_aux: 4.513239 loss_bbox_aux: 0.962422 loss_giou_aux: 3.928733 loss_class_dn: 0.404362 loss_bbox_dn: 0.177113 loss_giou_dn: 0.539765 loss_class_aux_dn: 2.125236 loss_bbox_aux_dn: 0.986978 loss_giou_aux_dn: 2.928251 loss: 18.541765 eta: 41 days, 12:29:00 batch_cost: 0.8090 data_cost: 0.0006 ips: 9.8890 images/s [07/19 21:09:18] ppdet.engine INFO: Epoch: [0] [52900/54024] learning_rate: 0.000100 loss_class: 0.718281 loss_bbox: 0.149299 loss_giou: 0.626383 loss_class_aux: 4.523283 loss_bbox_aux: 0.981795 loss_giou_aux: 3.893497 loss_class_dn: 0.401591 loss_bbox_dn: 0.185291 loss_giou_dn: 0.558746 loss_class_aux_dn: 2.125147 loss_bbox_aux_dn: 1.042031 loss_giou_aux_dn: 3.034738 loss: 18.972699 eta: 41 days, 12:18:20 batch_cost: 0.8596 data_cost: 0.0006 ips: 9.3062 images/s [07/19 21:10:55] ppdet.engine INFO: Epoch: [0] [53000/54024] learning_rate: 0.000100 loss_class: 0.713884 loss_bbox: 0.155252 loss_giou: 0.598256 loss_class_aux: 4.529114 loss_bbox_aux: 0.960199 loss_giou_aux: 3.762424 loss_class_dn: 0.399630 loss_bbox_dn: 0.183457 loss_giou_dn: 0.547665 loss_class_aux_dn: 2.121799 loss_bbox_aux_dn: 1.050644 loss_giou_aux_dn: 2.961084 loss: 18.163834 eta: 41 days, 12:15:52 batch_cost: 0.9272 data_cost: 0.0703 ips: 8.6279 images/s [07/19 21:12:39] ppdet.engine INFO: Epoch: [0] [53100/54024] learning_rate: 0.000100 loss_class: 0.790937 loss_bbox: 0.145480 loss_giou: 0.626021 loss_class_aux: 4.969661 loss_bbox_aux: 0.961127 loss_giou_aux: 3.943199 loss_class_dn: 0.439105 loss_bbox_dn: 0.170463 loss_giou_dn: 0.573269 loss_class_aux_dn: 2.324843 loss_bbox_aux_dn: 0.947793 loss_giou_aux_dn: 3.104457 loss: 19.990720 eta: 41 days, 12:21:52 batch_cost: 0.9975 data_cost: 0.0753 ips: 8.0199 images/s [07/19 21:14:17] ppdet.engine INFO: Epoch: [0] [53200/54024] learning_rate: 0.000100 loss_class: 0.693605 loss_bbox: 0.136715 loss_giou: 0.520568 loss_class_aux: 4.326247 loss_bbox_aux: 0.893302 loss_giou_aux: 3.242634 loss_class_dn: 0.354847 loss_bbox_dn: 0.157214 loss_giou_dn: 0.479393 loss_class_aux_dn: 1.902736 loss_bbox_aux_dn: 0.893458 loss_giou_aux_dn: 2.604132 loss: 16.384046 eta: 41 days, 12:19:13 batch_cost: 0.9259 data_cost: 0.0530 ips: 8.6407 images/s [07/19 21:15:53] ppdet.engine INFO: Epoch: [0] [53300/54024] learning_rate: 0.000100 loss_class: 0.736147 loss_bbox: 0.149946 loss_giou: 0.606151 loss_class_aux: 4.685091 loss_bbox_aux: 0.945111 loss_giou_aux: 3.778541 loss_class_dn: 0.384469 loss_bbox_dn: 0.170446 loss_giou_dn: 0.545702 loss_class_aux_dn: 2.070138 loss_bbox_aux_dn: 0.956150 loss_giou_aux_dn: 2.963912 loss: 18.125582 eta: 41 days, 12:15:41 batch_cost: 0.9185 data_cost: 0.1234 ips: 8.7102 images/s [07/19 21:17:26] ppdet.engine INFO: Epoch: [0] [53400/54024] learning_rate: 0.000100 loss_class: 0.687114 loss_bbox: 0.143295 loss_giou: 0.553030 loss_class_aux: 4.269950 loss_bbox_aux: 0.946139 loss_giou_aux: 3.481612 loss_class_dn: 0.359123 loss_bbox_dn: 0.172425 loss_giou_dn: 0.490396 loss_class_aux_dn: 1.898882 loss_bbox_aux_dn: 0.970273 loss_giou_aux_dn: 2.675996 loss: 16.990954 eta: 41 days, 12:07:57 batch_cost: 0.8832 data_cost: 0.0682 ips: 9.0578 images/s [07/19 21:19:12] ppdet.engine INFO: Epoch: [0] [53500/54024] learning_rate: 0.000100 loss_class: 0.700877 loss_bbox: 0.143000 loss_giou: 0.597505 loss_class_aux: 4.425713 loss_bbox_aux: 0.935481 loss_giou_aux: 3.711077 loss_class_dn: 0.388566 loss_bbox_dn: 0.165594 loss_giou_dn: 0.518552 loss_class_aux_dn: 2.052575 loss_bbox_aux_dn: 0.962212 loss_giou_aux_dn: 2.811772 loss: 17.801711 eta: 41 days, 12:16:28 batch_cost: 1.0192 data_cost: 0.0154 ips: 7.8495 images/s [07/19 21:20:41] ppdet.engine INFO: Epoch: [0] [53600/54024] learning_rate: 0.000100 loss_class: 0.782449 loss_bbox: 0.144249 loss_giou: 0.564728 loss_class_aux: 4.983915 loss_bbox_aux: 0.927358 loss_giou_aux: 3.619157 loss_class_dn: 0.400787 loss_bbox_dn: 0.174431 loss_giou_dn: 0.537487 loss_class_aux_dn: 2.154806 loss_bbox_aux_dn: 0.987802 loss_giou_aux_dn: 2.926267 loss: 18.271701 eta: 41 days, 12:05:05 batch_cost: 0.8524 data_cost: 0.0272 ips: 9.3850 images/s [07/19 21:22:10] ppdet.engine INFO: Epoch: [0] [53700/54024] learning_rate: 0.000100 loss_class: 0.725828 loss_bbox: 0.149447 loss_giou: 0.575999 loss_class_aux: 4.517247 loss_bbox_aux: 0.968925 loss_giou_aux: 3.667960 loss_class_dn: 0.382047 loss_bbox_dn: 0.172658 loss_giou_dn: 0.524701 loss_class_aux_dn: 2.004538 loss_bbox_aux_dn: 0.969739 loss_giou_aux_dn: 2.896206 loss: 17.593564 eta: 41 days, 11:52:32 batch_cost: 0.8425 data_cost: 0.0657 ips: 9.4960 images/s [07/19 21:23:38] ppdet.engine INFO: Epoch: [0] [53800/54024] learning_rate: 0.000100 loss_class: 0.696087 loss_bbox: 0.147110 loss_giou: 0.587247 loss_class_aux: 4.355518 loss_bbox_aux: 0.921111 loss_giou_aux: 3.671877 loss_class_dn: 0.380129 loss_bbox_dn: 0.161307 loss_giou_dn: 0.548583 loss_class_aux_dn: 2.036971 loss_bbox_aux_dn: 0.920668 loss_giou_aux_dn: 2.931227 loss: 17.559333 eta: 41 days, 11:39:41 batch_cost: 0.8396 data_cost: 0.0343 ips: 9.5283 images/s [07/19 21:25:08] ppdet.engine INFO: Epoch: [0] [53900/54024] learning_rate: 0.000100 loss_class: 0.753875 loss_bbox: 0.146219 loss_giou: 0.586543 loss_class_aux: 4.693096 loss_bbox_aux: 0.939385 loss_giou_aux: 3.682611 loss_class_dn: 0.402669 loss_bbox_dn: 0.164887 loss_giou_dn: 0.544165 loss_class_aux_dn: 2.115466 loss_bbox_aux_dn: 0.939714 loss_giou_aux_dn: 2.992612 loss: 18.815295 eta: 41 days, 11:29:21 batch_cost: 0.8605 data_cost: 0.0304 ips: 9.2968 images/s [07/19 21:26:32] ppdet.engine INFO: Epoch: [0] [54000/54024] learning_rate: 0.000100 loss_class: 0.703467 loss_bbox: 0.143666 loss_giou: 0.580208 loss_class_aux: 4.446784 loss_bbox_aux: 0.935426 loss_giou_aux: 3.655806 loss_class_dn: 0.390573 loss_bbox_dn: 0.170040 loss_giou_dn: 0.541826 loss_class_aux_dn: 2.064305 loss_bbox_aux_dn: 0.966958 loss_giou_aux_dn: 2.937924 loss: 18.291910 eta: 41 days, 11:11:32 batch_cost: 0.7969 data_cost: 0.0006 ips: 10.0389 images/s loading annotations into memory... Done (t=5.33s) creating index... index created! [07/19 21:27:05] ppdet.data.source.coco WARNING: Found an invalid bbox in annotations: im_id: 549169, area: 0.0 x1: 742.3126221, y1: 8.545593250000001, x2: 742.3126221, y2: 11.2289734. [07/19 21:27:15] ppdet.data.source.coco INFO: Load [80000 samples valid, 0 samples invalid] in file /paddle/workspace/dataset/obj365/annotations/zhiyuan_objv2_val.json. loading annotations into memory... Done (t=8.93s) creating index... index created! 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Done (t=19.27s) creating index... index created! [07/19 22:07:12] ppdet.metrics.coco_utils INFO: Start evaluate... Loading and preparing results... DONE (t=204.81s) creating index... index created! Running per image evaluation... Evaluate annotation type *bbox* DONE (t=2752.68s). Accumulating evaluation results... /paddle/anaconda3/lib/python3.8/site-packages/pycocotools/cocoeval.py:378: DeprecationWarning: `np.float` is a deprecated alias for the builtin `float`. To silence this warning, use `float` by itself. Doing this will not modify any behavior and is safe. If you specifically wanted the numpy scalar type, use `np.float64` here. Deprecated in NumPy 1.20; for more details and guidance: https://numpy.org/devdocs/release/1.20.0-notes.html#deprecations tp_sum = np.cumsum(tps, axis=1).astype(dtype=np.float) /paddle/anaconda3/lib/python3.8/site-packages/pycocotools/cocoeval.py:379: DeprecationWarning: `np.float` is a deprecated alias for the builtin `float`. To silence this warning, use `float` by itself. Doing this will not modify any behavior and is safe. If you specifically wanted the numpy scalar type, use `np.float64` here. Deprecated in NumPy 1.20; for more details and guidance: https://numpy.org/devdocs/release/1.20.0-notes.html#deprecations fp_sum = np.cumsum(fps, axis=1).astype(dtype=np.float) DONE (t=803.36s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.224 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.310 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.241 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.089 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.214 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.324 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.226 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.431 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.467 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.240 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.461 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.629 [07/19 23:11:58] ppdet.engine INFO: Total sample number: 80000, average FPS: 38.92479287194334 [07/19 23:11:58] ppdet.engine INFO: Best test bbox ap is 0.224. [07/19 23:12:10] ppdet.engine INFO: Epoch: [1] [ 0/54024] learning_rate: 0.000100 loss_class: 0.690103 loss_bbox: 0.140829 loss_giou: 0.587568 loss_class_aux: 4.427833 loss_bbox_aux: 0.931349 loss_giou_aux: 3.694239 loss_class_dn: 0.393643 loss_bbox_dn: 0.166275 loss_giou_dn: 0.526538 loss_class_aux_dn: 2.087129 loss_bbox_aux_dn: 0.963608 loss_giou_aux_dn: 2.871861 loss: 18.471924 eta: 41 days, 11:05:05 batch_cost: 0.7765 data_cost: 0.0016 ips: 10.3032 images/s [07/19 23:14:02] ppdet.engine INFO: Epoch: [1] [ 100/54024] learning_rate: 0.000100 loss_class: 0.739413 loss_bbox: 0.146611 loss_giou: 0.600848 loss_class_aux: 4.621617 loss_bbox_aux: 0.970743 loss_giou_aux: 3.777282 loss_class_dn: 0.393453 loss_bbox_dn: 0.165953 loss_giou_dn: 0.515325 loss_class_aux_dn: 2.066426 loss_bbox_aux_dn: 0.918374 loss_giou_aux_dn: 2.802216 loss: 17.939749 eta: 41 days, 11:20:15 batch_cost: 1.0754 data_cost: 0.0009 ips: 7.4387 images/s [07/19 23:15:37] ppdet.engine INFO: Epoch: [1] [ 200/54024] learning_rate: 0.000100 loss_class: 0.731614 loss_bbox: 0.162314 loss_giou: 0.646375 loss_class_aux: 4.596377 loss_bbox_aux: 1.032831 loss_giou_aux: 3.967117 loss_class_dn: 0.413117 loss_bbox_dn: 0.190568 loss_giou_dn: 0.559947 loss_class_aux_dn: 2.195929 loss_bbox_aux_dn: 1.042257 loss_giou_aux_dn: 3.040144 loss: 19.083155 eta: 41 days, 11:15:14 batch_cost: 0.9049 data_cost: 0.0372 ips: 8.8407 images/s [07/19 23:17:08] ppdet.engine INFO: Epoch: [1] [ 300/54024] learning_rate: 0.000100 loss_class: 0.758812 loss_bbox: 0.160449 loss_giou: 0.626917 loss_class_aux: 4.751989 loss_bbox_aux: 1.028586 loss_giou_aux: 3.945385 loss_class_dn: 0.408233 loss_bbox_dn: 0.173449 loss_giou_dn: 0.569353 loss_class_aux_dn: 2.143584 loss_bbox_aux_dn: 0.989839 loss_giou_aux_dn: 3.058214 loss: 18.832632 eta: 41 days, 11:05:27 batch_cost: 0.8642 data_cost: 0.0009 ips: 9.2569 images/s [07/19 23:18:38] ppdet.engine INFO: Epoch: [1] [ 400/54024] learning_rate: 0.000100 loss_class: 0.785543 loss_bbox: 0.156555 loss_giou: 0.671749 loss_class_aux: 4.872031 loss_bbox_aux: 1.045494 loss_giou_aux: 4.258942 loss_class_dn: 0.427558 loss_bbox_dn: 0.176805 loss_giou_dn: 0.600156 loss_class_aux_dn: 2.258330 loss_bbox_aux_dn: 0.975011 loss_giou_aux_dn: 3.233833 loss: 19.507198 eta: 41 days, 10:53:52 batch_cost: 0.8486 data_cost: 0.0010 ips: 9.4269 images/s [07/19 23:20:16] ppdet.engine INFO: Epoch: [1] [ 500/54024] learning_rate: 0.000100 loss_class: 0.721025 loss_bbox: 0.149892 loss_giou: 0.612970 loss_class_aux: 4.579211 loss_bbox_aux: 0.945662 loss_giou_aux: 3.805784 loss_class_dn: 0.399681 loss_bbox_dn: 0.159834 loss_giou_dn: 0.530905 loss_class_aux_dn: 2.143159 loss_bbox_aux_dn: 0.908466 loss_giou_aux_dn: 2.875346 loss: 18.105889 eta: 41 days, 10:52:41 batch_cost: 0.9371 data_cost: 0.0339 ips: 8.5370 images/s [07/19 23:21:53] ppdet.engine INFO: Epoch: [1] [ 600/54024] learning_rate: 0.000100 loss_class: 0.722080 loss_bbox: 0.150429 loss_giou: 0.614448 loss_class_aux: 4.599157 loss_bbox_aux: 0.975196 loss_giou_aux: 3.829192 loss_class_dn: 0.405512 loss_bbox_dn: 0.161914 loss_giou_dn: 0.550793 loss_class_aux_dn: 2.135053 loss_bbox_aux_dn: 0.928573 loss_giou_aux_dn: 2.926904 loss: 18.552433 eta: 41 days, 10:49:39 batch_cost: 0.9212 data_cost: 0.0010 ips: 8.6844 images/s [07/19 23:23:27] ppdet.engine INFO: Epoch: [1] [ 700/54024] learning_rate: 0.000100 loss_class: 0.740347 loss_bbox: 0.142324 loss_giou: 0.588407 loss_class_aux: 4.614632 loss_bbox_aux: 0.928309 loss_giou_aux: 3.630740 loss_class_dn: 0.405408 loss_bbox_dn: 0.163332 loss_giou_dn: 0.534926 loss_class_aux_dn: 2.146089 loss_bbox_aux_dn: 0.940778 loss_giou_aux_dn: 2.887139 loss: 17.622465 eta: 41 days, 10:43:07 batch_cost: 0.8912 data_cost: 0.0345 ips: 8.9767 images/s [07/19 23:25:10] ppdet.engine INFO: Epoch: [1] [ 800/54024] learning_rate: 0.000100 loss_class: 0.743443 loss_bbox: 0.145185 loss_giou: 0.567561 loss_class_aux: 4.629351 loss_bbox_aux: 0.930250 loss_giou_aux: 3.618321 loss_class_dn: 0.399848 loss_bbox_dn: 0.178026 loss_giou_dn: 0.532699 loss_class_aux_dn: 2.126741 loss_bbox_aux_dn: 1.012148 loss_giou_aux_dn: 2.883772 loss: 17.943004 eta: 41 days, 10:46:16 batch_cost: 0.9742 data_cost: 0.0725 ips: 8.2122 images/s [07/19 23:26:54] ppdet.engine INFO: Epoch: [1] [ 900/54024] learning_rate: 0.000100 loss_class: 0.757496 loss_bbox: 0.146248 loss_giou: 0.595315 loss_class_aux: 4.595443 loss_bbox_aux: 0.971243 loss_giou_aux: 3.649901 loss_class_dn: 0.391679 loss_bbox_dn: 0.165335 loss_giou_dn: 0.521500 loss_class_aux_dn: 2.093232 loss_bbox_aux_dn: 0.941173 loss_giou_aux_dn: 2.845500 loss: 17.864379 eta: 41 days, 10:51:42 batch_cost: 0.9939 data_cost: 0.0447 ips: 8.0488 images/s [07/19 23:28:25] ppdet.engine INFO: Epoch: [1] [ 1000/54024] learning_rate: 0.000100 loss_class: 0.764858 loss_bbox: 0.160750 loss_giou: 0.631624 loss_class_aux: 4.811297 loss_bbox_aux: 1.053036 loss_giou_aux: 3.979409 loss_class_dn: 0.411714 loss_bbox_dn: 0.175171 loss_giou_dn: 0.557838 loss_class_aux_dn: 2.165764 loss_bbox_aux_dn: 1.010140 loss_giou_aux_dn: 2.977180 loss: 18.883608 eta: 41 days, 10:42:57 batch_cost: 0.8721 data_cost: 0.0018 ips: 9.1735 images/s [07/19 23:30:25] ppdet.engine INFO: Epoch: [1] [ 1100/54024] learning_rate: 0.000100 loss_class: 0.714579 loss_bbox: 0.148842 loss_giou: 0.591581 loss_class_aux: 4.435862 loss_bbox_aux: 0.953193 loss_giou_aux: 3.730454 loss_class_dn: 0.397722 loss_bbox_dn: 0.167870 loss_giou_dn: 0.542995 loss_class_aux_dn: 2.098306 loss_bbox_aux_dn: 0.944892 loss_giou_aux_dn: 2.938710 loss: 18.399784 eta: 41 days, 11:06:47 batch_cost: 1.1527 data_cost: 0.1477 ips: 6.9400 images/s [07/19 23:31:57] ppdet.engine INFO: Epoch: [1] [ 1200/54024] learning_rate: 0.000100 loss_class: 0.739541 loss_bbox: 0.152355 loss_giou: 0.583824 loss_class_aux: 4.614335 loss_bbox_aux: 0.979464 loss_giou_aux: 3.694134 loss_class_dn: 0.391985 loss_bbox_dn: 0.179548 loss_giou_dn: 0.536400 loss_class_aux_dn: 2.077760 loss_bbox_aux_dn: 1.010883 loss_giou_aux_dn: 2.931669 loss: 18.224808 eta: 41 days, 10:58:11 batch_cost: 0.8734 data_cost: 0.0010 ips: 9.1596 images/s [07/19 23:33:34] ppdet.engine INFO: Epoch: [1] [ 1300/54024] learning_rate: 0.000100 loss_class: 0.760298 loss_bbox: 0.151567 loss_giou: 0.599597 loss_class_aux: 4.704456 loss_bbox_aux: 1.006791 loss_giou_aux: 3.754115 loss_class_dn: 0.398594 loss_bbox_dn: 0.179353 loss_giou_dn: 0.560360 loss_class_aux_dn: 2.122770 loss_bbox_aux_dn: 1.023676 loss_giou_aux_dn: 3.038947 loss: 18.712788 eta: 41 days, 10:55:19 batch_cost: 0.9227 data_cost: 0.0010 ips: 8.6700 images/s [07/19 23:35:06] ppdet.engine INFO: Epoch: [1] [ 1400/54024] learning_rate: 0.000100 loss_class: 0.728080 loss_bbox: 0.136864 loss_giou: 0.570993 loss_class_aux: 4.523765 loss_bbox_aux: 0.895068 loss_giou_aux: 3.542088 loss_class_dn: 0.392187 loss_bbox_dn: 0.169455 loss_giou_dn: 0.497012 loss_class_aux_dn: 2.092035 loss_bbox_aux_dn: 0.960075 loss_giou_aux_dn: 2.711391 loss: 17.423526 eta: 41 days, 10:46:24 batch_cost: 0.8704 data_cost: 0.0345 ips: 9.1917 images/s [07/19 23:36:45] ppdet.engine INFO: Epoch: [1] [ 1500/54024] learning_rate: 0.000100 loss_class: 0.771218 loss_bbox: 0.149592 loss_giou: 0.620344 loss_class_aux: 4.791810 loss_bbox_aux: 0.973716 loss_giou_aux: 3.873422 loss_class_dn: 0.396595 loss_bbox_dn: 0.182252 loss_giou_dn: 0.548499 loss_class_aux_dn: 2.105487 loss_bbox_aux_dn: 1.054942 loss_giou_aux_dn: 2.935892 loss: 18.239249 eta: 41 days, 10:46:23 batch_cost: 0.9474 data_cost: 0.0479 ips: 8.4443 images/s [07/19 23:38:25] ppdet.engine INFO: Epoch: [1] [ 1600/54024] learning_rate: 0.000100 loss_class: 0.714552 loss_bbox: 0.148690 loss_giou: 0.619730 loss_class_aux: 4.494421 loss_bbox_aux: 0.949360 loss_giou_aux: 3.869043 loss_class_dn: 0.392783 loss_bbox_dn: 0.167187 loss_giou_dn: 0.534797 loss_class_aux_dn: 2.081619 loss_bbox_aux_dn: 0.956228 loss_giou_aux_dn: 2.936212 loss: 17.943874 eta: 41 days, 10:46:28 batch_cost: 0.9482 data_cost: 0.0670 ips: 8.4373 images/s [07/19 23:39:59] ppdet.engine INFO: Epoch: [1] [ 1700/54024] learning_rate: 0.000100 loss_class: 0.701506 loss_bbox: 0.146935 loss_giou: 0.531026 loss_class_aux: 4.354573 loss_bbox_aux: 0.976769 loss_giou_aux: 3.358067 loss_class_dn: 0.364841 loss_bbox_dn: 0.175009 loss_giou_dn: 0.481578 loss_class_aux_dn: 1.965170 loss_bbox_aux_dn: 0.986007 loss_giou_aux_dn: 2.633873 loss: 16.565780 eta: 41 days, 10:41:21 batch_cost: 0.9030 data_cost: 0.0493 ips: 8.8595 images/s [07/19 23:41:38] ppdet.engine INFO: Epoch: [1] [ 1800/54024] learning_rate: 0.000100 loss_class: 0.735027 loss_bbox: 0.144645 loss_giou: 0.628153 loss_class_aux: 4.608405 loss_bbox_aux: 0.942604 loss_giou_aux: 3.921622 loss_class_dn: 0.395592 loss_bbox_dn: 0.168369 loss_giou_dn: 0.551754 loss_class_aux_dn: 2.123828 loss_bbox_aux_dn: 0.958182 loss_giou_aux_dn: 2.943597 loss: 18.548482 eta: 41 days, 10:40:22 batch_cost: 0.9390 data_cost: 0.0010 ips: 8.5195 images/s [07/19 23:43:11] ppdet.engine INFO: Epoch: [1] [ 1900/54024] learning_rate: 0.000100 loss_class: 0.748276 loss_bbox: 0.149789 loss_giou: 0.607058 loss_class_aux: 4.683523 loss_bbox_aux: 0.972551 loss_giou_aux: 3.780009 loss_class_dn: 0.407557 loss_bbox_dn: 0.177512 loss_giou_dn: 0.545756 loss_class_aux_dn: 2.160474 loss_bbox_aux_dn: 0.974204 loss_giou_aux_dn: 2.947772 loss: 18.777940 eta: 41 days, 10:32:31 batch_cost: 0.8789 data_cost: 0.0201 ips: 9.1020 images/s [07/19 23:45:26] ppdet.engine INFO: Epoch: [1] [ 2000/54024] learning_rate: 0.000100 loss_class: 0.708268 loss_bbox: 0.145906 loss_giou: 0.638319 loss_class_aux: 4.396341 loss_bbox_aux: 0.962744 loss_giou_aux: 4.003682 loss_class_dn: 0.392431 loss_bbox_dn: 0.171458 loss_giou_dn: 0.560739 loss_class_aux_dn: 2.059882 loss_bbox_aux_dn: 0.977768 loss_giou_aux_dn: 3.044804 loss: 18.272452 eta: 41 days, 11:13:07 batch_cost: 1.3036 data_cost: 0.2693 ips: 6.1370 images/s [07/19 23:47:00] ppdet.engine INFO: Epoch: [1] [ 2100/54024] learning_rate: 0.000100 loss_class: 0.708659 loss_bbox: 0.143683 loss_giou: 0.641876 loss_class_aux: 4.407052 loss_bbox_aux: 0.944445 loss_giou_aux: 3.905810 loss_class_dn: 0.383060 loss_bbox_dn: 0.164369 loss_giou_dn: 0.575207 loss_class_aux_dn: 2.024766 loss_bbox_aux_dn: 0.902323 loss_giou_aux_dn: 3.078382 loss: 18.552492 eta: 41 days, 11:07:03 batch_cost: 0.8949 data_cost: 0.0629 ips: 8.9399 images/s [07/19 23:48:32] ppdet.engine INFO: Epoch: [1] [ 2200/54024] learning_rate: 0.000100 loss_class: 0.716982 loss_bbox: 0.142613 loss_giou: 0.598503 loss_class_aux: 4.492203 loss_bbox_aux: 0.921333 loss_giou_aux: 3.774517 loss_class_dn: 0.389104 loss_bbox_dn: 0.176377 loss_giou_dn: 0.538818 loss_class_aux_dn: 2.076288 loss_bbox_aux_dn: 0.969734 loss_giou_aux_dn: 2.915294 loss: 17.874444 eta: 41 days, 10:58:38 batch_cost: 0.8741 data_cost: 0.0009 ips: 9.1519 images/s [07/19 23:50:16] ppdet.engine INFO: Epoch: [1] [ 2300/54024] learning_rate: 0.000100 loss_class: 0.763268 loss_bbox: 0.148901 loss_giou: 0.648589 loss_class_aux: 4.750421 loss_bbox_aux: 1.003979 loss_giou_aux: 4.051012 loss_class_dn: 0.417546 loss_bbox_dn: 0.189036 loss_giou_dn: 0.589868 loss_class_aux_dn: 2.201187 loss_bbox_aux_dn: 1.052580 loss_giou_aux_dn: 3.198809 loss: 19.381461 eta: 41 days, 11:03:43 batch_cost: 0.9929 data_cost: 0.1565 ips: 8.0570 images/s [07/19 23:52:07] ppdet.engine INFO: Epoch: [1] [ 2400/54024] learning_rate: 0.000100 loss_class: 0.722588 loss_bbox: 0.143529 loss_giou: 0.539634 loss_class_aux: 4.563609 loss_bbox_aux: 0.921516 loss_giou_aux: 3.415188 loss_class_dn: 0.379926 loss_bbox_dn: 0.168524 loss_giou_dn: 0.530725 loss_class_aux_dn: 2.018637 loss_bbox_aux_dn: 0.975610 loss_giou_aux_dn: 2.894473 loss: 17.700627 eta: 41 days, 11:16:44 batch_cost: 1.0632 data_cost: 0.0359 ips: 7.5247 images/s [07/19 23:53:35] ppdet.engine INFO: Epoch: [1] [ 2500/54024] learning_rate: 0.000100 loss_class: 0.723389 loss_bbox: 0.144782 loss_giou: 0.570963 loss_class_aux: 4.507039 loss_bbox_aux: 0.949699 loss_giou_aux: 3.642277 loss_class_dn: 0.390455 loss_bbox_dn: 0.171642 loss_giou_dn: 0.535816 loss_class_aux_dn: 2.073906 loss_bbox_aux_dn: 0.976862 loss_giou_aux_dn: 2.930559 loss: 18.033126 eta: 41 days, 11:03:23 batch_cost: 0.8305 data_cost: 0.0082 ips: 9.6329 images/s [07/19 23:55:04] ppdet.engine INFO: Epoch: [1] [ 2600/54024] learning_rate: 0.000100 loss_class: 0.747650 loss_bbox: 0.154686 loss_giou: 0.581850 loss_class_aux: 4.683752 loss_bbox_aux: 0.986776 loss_giou_aux: 3.679847 loss_class_dn: 0.400031 loss_bbox_dn: 0.177310 loss_giou_dn: 0.539604 loss_class_aux_dn: 2.119972 loss_bbox_aux_dn: 1.009131 loss_giou_aux_dn: 2.986468 loss: 18.875108 eta: 41 days, 10:50:59 batch_cost: 0.8383 data_cost: 0.0143 ips: 9.5426 images/s [07/19 23:57:08] ppdet.engine INFO: Epoch: [1] [ 2700/54024] learning_rate: 0.000100 loss_class: 0.739604 loss_bbox: 0.135747 loss_giou: 0.653271 loss_class_aux: 4.515928 loss_bbox_aux: 0.901504 loss_giou_aux: 4.092545 loss_class_dn: 0.391116 loss_bbox_dn: 0.169312 loss_giou_dn: 0.563868 loss_class_aux_dn: 2.053832 loss_bbox_aux_dn: 0.948420 loss_giou_aux_dn: 3.070350 loss: 18.006290 eta: 41 days, 11:17:47 batch_cost: 1.1861 data_cost: 0.0587 ips: 6.7449 images/s [07/19 23:58:51] ppdet.engine INFO: Epoch: [1] [ 2800/54024] learning_rate: 0.000100 loss_class: 0.731520 loss_bbox: 0.151663 loss_giou: 0.637922 loss_class_aux: 4.523563 loss_bbox_aux: 0.946775 loss_giou_aux: 3.955595 loss_class_dn: 0.383877 loss_bbox_dn: 0.164310 loss_giou_dn: 0.548432 loss_class_aux_dn: 2.053911 loss_bbox_aux_dn: 0.941667 loss_giou_aux_dn: 2.948746 loss: 18.201985 eta: 41 days, 11:21:23 batch_cost: 0.9808 data_cost: 0.0950 ips: 8.1566 images/s [07/20 00:00:37] ppdet.engine INFO: Epoch: [1] [ 2900/54024] learning_rate: 0.000100 loss_class: 0.760025 loss_bbox: 0.136508 loss_giou: 0.578473 loss_class_aux: 4.742424 loss_bbox_aux: 0.904773 loss_giou_aux: 3.609335 loss_class_dn: 0.387888 loss_bbox_dn: 0.169209 loss_giou_dn: 0.506678 loss_class_aux_dn: 2.062303 loss_bbox_aux_dn: 0.959721 loss_giou_aux_dn: 2.745107 loss: 17.667150 eta: 41 days, 11:28:32 batch_cost: 1.0124 data_cost: 0.0678 ips: 7.9019 images/s [07/20 00:02:02] ppdet.engine INFO: Epoch: [1] [ 3000/54024] learning_rate: 0.000100 loss_class: 0.761137 loss_bbox: 0.162073 loss_giou: 0.672427 loss_class_aux: 4.702214 loss_bbox_aux: 1.038288 loss_giou_aux: 4.193933 loss_class_dn: 0.422952 loss_bbox_dn: 0.182472 loss_giou_dn: 0.566341 loss_class_aux_dn: 2.259219 loss_bbox_aux_dn: 1.029032 loss_giou_aux_dn: 3.097202 loss: 19.521901 eta: 41 days, 11:12:16 batch_cost: 0.8037 data_cost: 0.0013 ips: 9.9543 images/s [07/20 00:03:35] ppdet.engine INFO: Epoch: [1] [ 3100/54024] learning_rate: 0.000100 loss_class: 0.760185 loss_bbox: 0.144870 loss_giou: 0.626565 loss_class_aux: 4.730642 loss_bbox_aux: 0.945764 loss_giou_aux: 3.837219 loss_class_dn: 0.388425 loss_bbox_dn: 0.166525 loss_giou_dn: 0.536045 loss_class_aux_dn: 2.077948 loss_bbox_aux_dn: 0.925401 loss_giou_aux_dn: 2.881816 loss: 18.193691 eta: 41 days, 11:04:50 batch_cost: 0.8823 data_cost: 0.0383 ips: 9.0667 images/s [07/20 00:05:02] ppdet.engine INFO: Epoch: [1] [ 3200/54024] learning_rate: 0.000100 loss_class: 0.753326 loss_bbox: 0.144833 loss_giou: 0.621163 loss_class_aux: 4.674609 loss_bbox_aux: 0.933339 loss_giou_aux: 3.842977 loss_class_dn: 0.393083 loss_bbox_dn: 0.167347 loss_giou_dn: 0.564595 loss_class_aux_dn: 2.105480 loss_bbox_aux_dn: 0.953535 loss_giou_aux_dn: 3.076055 loss: 19.048303 eta: 41 days, 10:50:49 batch_cost: 0.8230 data_cost: 0.0093 ips: 9.7204 images/s [07/20 00:06:38] ppdet.engine INFO: Epoch: [1] [ 3300/54024] learning_rate: 0.000100 loss_class: 0.703992 loss_bbox: 0.145917 loss_giou: 0.617557 loss_class_aux: 4.395071 loss_bbox_aux: 0.922259 loss_giou_aux: 3.823077 loss_class_dn: 0.379446 loss_bbox_dn: 0.163300 loss_giou_dn: 0.547317 loss_class_aux_dn: 2.006412 loss_bbox_aux_dn: 0.927942 loss_giou_aux_dn: 2.916138 loss: 17.755489 eta: 41 days, 10:46:19 batch_cost: 0.9080 data_cost: 0.0046 ips: 8.8103 images/s [07/20 00:08:31] ppdet.engine INFO: Epoch: [1] [ 3400/54024] learning_rate: 0.000100 loss_class: 0.710217 loss_bbox: 0.143503 loss_giou: 0.572954 loss_class_aux: 4.445715 loss_bbox_aux: 0.953490 loss_giou_aux: 3.560593 loss_class_dn: 0.369778 loss_bbox_dn: 0.163882 loss_giou_dn: 0.508220 loss_class_aux_dn: 1.950699 loss_bbox_aux_dn: 0.941845 loss_giou_aux_dn: 2.752184 loss: 16.827458 eta: 41 days, 11:01:12 batch_cost: 1.0823 data_cost: 0.0013 ips: 7.3915 images/s [07/20 00:10:13] ppdet.engine INFO: Epoch: [1] [ 3500/54024] learning_rate: 0.000100 loss_class: 0.701241 loss_bbox: 0.145722 loss_giou: 0.571515 loss_class_aux: 4.423275 loss_bbox_aux: 0.893995 loss_giou_aux: 3.528761 loss_class_dn: 0.368335 loss_bbox_dn: 0.153938 loss_giou_dn: 0.509696 loss_class_aux_dn: 1.944933 loss_bbox_aux_dn: 0.880977 loss_giou_aux_dn: 2.754813 loss: 16.922323 eta: 41 days, 11:03:37 batch_cost: 0.9704 data_cost: 0.0140 ips: 8.2440 images/s [07/20 00:11:44] ppdet.engine INFO: Epoch: [1] [ 3600/54024] learning_rate: 0.000100 loss_class: 0.752331 loss_bbox: 0.149135 loss_giou: 0.611731 loss_class_aux: 4.681097 loss_bbox_aux: 0.990561 loss_giou_aux: 3.835992 loss_class_dn: 0.404277 loss_bbox_dn: 0.170617 loss_giou_dn: 0.561897 loss_class_aux_dn: 2.157442 loss_bbox_aux_dn: 0.969063 loss_giou_aux_dn: 3.011685 loss: 19.087759 eta: 41 days, 10:54:16 batch_cost: 0.8645 data_cost: 0.0141 ips: 9.2542 images/s [07/20 00:13:20] ppdet.engine INFO: Epoch: [1] [ 3700/54024] learning_rate: 0.000100 loss_class: 0.741847 loss_bbox: 0.138463 loss_giou: 0.582232 loss_class_aux: 4.660502 loss_bbox_aux: 0.905457 loss_giou_aux: 3.642674 loss_class_dn: 0.384789 loss_bbox_dn: 0.159902 loss_giou_dn: 0.516556 loss_class_aux_dn: 2.045381 loss_bbox_aux_dn: 0.899666 loss_giou_aux_dn: 2.823637 loss: 17.639349 eta: 41 days, 10:51:09 batch_cost: 0.9206 data_cost: 0.0010 ips: 8.6899 images/s [07/20 00:14:46] ppdet.engine INFO: Epoch: [1] [ 3800/54024] learning_rate: 0.000100 loss_class: 0.709640 loss_bbox: 0.138565 loss_giou: 0.577749 loss_class_aux: 4.554584 loss_bbox_aux: 0.926317 loss_giou_aux: 3.592386 loss_class_dn: 0.377724 loss_bbox_dn: 0.163593 loss_giou_dn: 0.501976 loss_class_aux_dn: 2.010882 loss_bbox_aux_dn: 0.936913 loss_giou_aux_dn: 2.727354 loss: 17.499531 eta: 41 days, 10:35:30 batch_cost: 0.8070 data_cost: 0.0010 ips: 9.9132 images/s [07/20 00:16:14] ppdet.engine INFO: Epoch: [1] [ 3900/54024] learning_rate: 0.000100 loss_class: 0.758135 loss_bbox: 0.148813 loss_giou: 0.608120 loss_class_aux: 4.769954 loss_bbox_aux: 0.984506 loss_giou_aux: 3.820366 loss_class_dn: 0.414970 loss_bbox_dn: 0.174903 loss_giou_dn: 0.558901 loss_class_aux_dn: 2.206187 loss_bbox_aux_dn: 0.988202 loss_giou_aux_dn: 3.049075 loss: 18.880992 eta: 41 days, 10:23:03 batch_cost: 0.8357 data_cost: 0.0161 ips: 9.5728 images/s [07/20 00:17:49] ppdet.engine INFO: Epoch: [1] [ 4000/54024] learning_rate: 0.000100 loss_class: 0.742361 loss_bbox: 0.155695 loss_giou: 0.663054 loss_class_aux: 4.683877 loss_bbox_aux: 1.013504 loss_giou_aux: 4.107612 loss_class_dn: 0.400086 loss_bbox_dn: 0.177809 loss_giou_dn: 0.568852 loss_class_aux_dn: 2.122352 loss_bbox_aux_dn: 1.035013 loss_giou_aux_dn: 3.044451 loss: 18.689978 eta: 41 days, 10:17:05 batch_cost: 0.8940 data_cost: 0.0012 ips: 8.9483 images/s [07/20 00:19:15] ppdet.engine INFO: Epoch: [1] [ 4100/54024] learning_rate: 0.000100 loss_class: 0.680346 loss_bbox: 0.138381 loss_giou: 0.573321 loss_class_aux: 4.271666 loss_bbox_aux: 0.884569 loss_giou_aux: 3.572082 loss_class_dn: 0.362821 loss_bbox_dn: 0.173077 loss_giou_dn: 0.512312 loss_class_aux_dn: 1.939229 loss_bbox_aux_dn: 0.972732 loss_giou_aux_dn: 2.730808 loss: 17.098511 eta: 41 days, 10:03:01 batch_cost: 0.8204 data_cost: 0.0009 ips: 9.7519 images/s [07/20 00:20:46] ppdet.engine INFO: Epoch: [1] [ 4200/54024] learning_rate: 0.000100 loss_class: 0.723439 loss_bbox: 0.146645 loss_giou: 0.595010 loss_class_aux: 4.465334 loss_bbox_aux: 0.934128 loss_giou_aux: 3.646324 loss_class_dn: 0.390733 loss_bbox_dn: 0.167964 loss_giou_dn: 0.507479 loss_class_aux_dn: 2.089645 loss_bbox_aux_dn: 0.947562 loss_giou_aux_dn: 2.784951 loss: 17.897332 eta: 41 days, 9:53:08 batch_cost: 0.8581 data_cost: 0.0079 ips: 9.3230 images/s [07/20 00:22:25] ppdet.engine INFO: Epoch: [1] [ 4300/54024] learning_rate: 0.000100 loss_class: 0.703358 loss_bbox: 0.158432 loss_giou: 0.547503 loss_class_aux: 4.418609 loss_bbox_aux: 1.015493 loss_giou_aux: 3.476312 loss_class_dn: 0.383572 loss_bbox_dn: 0.185210 loss_giou_dn: 0.511314 loss_class_aux_dn: 2.041827 loss_bbox_aux_dn: 1.041483 loss_giou_aux_dn: 2.768459 loss: 17.991904 eta: 41 days, 9:52:40 batch_cost: 0.9437 data_cost: 0.0498 ips: 8.4775 images/s [07/20 00:24:00] ppdet.engine INFO: Epoch: [1] [ 4400/54024] learning_rate: 0.000100 loss_class: 0.692251 loss_bbox: 0.138357 loss_giou: 0.535957 loss_class_aux: 4.342536 loss_bbox_aux: 0.890580 loss_giou_aux: 3.382873 loss_class_dn: 0.361103 loss_bbox_dn: 0.173284 loss_giou_dn: 0.487463 loss_class_aux_dn: 1.922465 loss_bbox_aux_dn: 0.979322 loss_giou_aux_dn: 2.653216 loss: 16.845175 eta: 41 days, 9:47:09 batch_cost: 0.8976 data_cost: 0.0010 ips: 8.9122 images/s [07/20 00:25:44] ppdet.engine INFO: Epoch: [1] [ 4500/54024] learning_rate: 0.000100 loss_class: 0.732403 loss_bbox: 0.150050 loss_giou: 0.661779 loss_class_aux: 4.609908 loss_bbox_aux: 0.971393 loss_giou_aux: 4.181108 loss_class_dn: 0.406986 loss_bbox_dn: 0.163371 loss_giou_dn: 0.572426 loss_class_aux_dn: 2.168402 loss_bbox_aux_dn: 0.936774 loss_giou_aux_dn: 3.085072 loss: 18.377865 eta: 41 days, 9:52:40 batch_cost: 0.9986 data_cost: 0.1073 ips: 8.0113 images/s [07/20 00:27:19] ppdet.engine INFO: Epoch: [1] [ 4600/54024] learning_rate: 0.000100 loss_class: 0.709960 loss_bbox: 0.149272 loss_giou: 0.599598 loss_class_aux: 4.448153 loss_bbox_aux: 0.980976 loss_giou_aux: 3.741416 loss_class_dn: 0.401246 loss_bbox_dn: 0.163590 loss_giou_dn: 0.525288 loss_class_aux_dn: 2.138035 loss_bbox_aux_dn: 0.953536 loss_giou_aux_dn: 2.889867 loss: 18.307837 eta: 41 days, 9:47:58 batch_cost: 0.9051 data_cost: 0.0175 ips: 8.8386 images/s [07/20 00:28:55] ppdet.engine INFO: Epoch: [1] [ 4700/54024] learning_rate: 0.000100 loss_class: 0.740633 loss_bbox: 0.144291 loss_giou: 0.534860 loss_class_aux: 4.581573 loss_bbox_aux: 0.933466 loss_giou_aux: 3.506346 loss_class_dn: 0.376399 loss_bbox_dn: 0.168201 loss_giou_dn: 0.521417 loss_class_aux_dn: 2.008818 loss_bbox_aux_dn: 0.978926 loss_giou_aux_dn: 2.783660 loss: 17.549776 eta: 41 days, 9:43:32 batch_cost: 0.9073 data_cost: 0.0010 ips: 8.8171 images/s [07/20 00:30:35] ppdet.engine INFO: Epoch: [1] [ 4800/54024] learning_rate: 0.000100 loss_class: 0.777926 loss_bbox: 0.153993 loss_giou: 0.617756 loss_class_aux: 4.819624 loss_bbox_aux: 0.981593 loss_giou_aux: 3.910965 loss_class_dn: 0.410284 loss_bbox_dn: 0.174049 loss_giou_dn: 0.543305 loss_class_aux_dn: 2.197811 loss_bbox_aux_dn: 0.980371 loss_giou_aux_dn: 2.948188 loss: 18.583121 eta: 41 days, 9:44:13 batch_cost: 0.9545 data_cost: 0.0010 ips: 8.3810 images/s [07/20 00:32:05] ppdet.engine INFO: Epoch: [1] [ 4900/54024] learning_rate: 0.000100 loss_class: 0.777295 loss_bbox: 0.156072 loss_giou: 0.624136 loss_class_aux: 4.894504 loss_bbox_aux: 1.011399 loss_giou_aux: 3.910927 loss_class_dn: 0.412459 loss_bbox_dn: 0.178578 loss_giou_dn: 0.580312 loss_class_aux_dn: 2.171245 loss_bbox_aux_dn: 1.008451 loss_giou_aux_dn: 3.169831 loss: 18.921292 eta: 41 days, 9:33:19 batch_cost: 0.8476 data_cost: 0.0419 ips: 9.4384 images/s [07/20 00:33:49] ppdet.engine INFO: Epoch: [1] [ 5000/54024] learning_rate: 0.000100 loss_class: 0.719761 loss_bbox: 0.150291 loss_giou: 0.596575 loss_class_aux: 4.425035 loss_bbox_aux: 0.998638 loss_giou_aux: 3.691546 loss_class_dn: 0.380468 loss_bbox_dn: 0.172038 loss_giou_dn: 0.515850 loss_class_aux_dn: 2.012298 loss_bbox_aux_dn: 0.971210 loss_giou_aux_dn: 2.835824 loss: 17.565894 eta: 41 days, 9:38:29 batch_cost: 0.9958 data_cost: 0.0052 ips: 8.0336 images/s [07/20 00:35:20] ppdet.engine INFO: Epoch: [1] [ 5100/54024] learning_rate: 0.000100 loss_class: 0.723114 loss_bbox: 0.150244 loss_giou: 0.649392 loss_class_aux: 4.585614 loss_bbox_aux: 0.959865 loss_giou_aux: 3.985470 loss_class_dn: 0.405110 loss_bbox_dn: 0.173503 loss_giou_dn: 0.557149 loss_class_aux_dn: 2.132673 loss_bbox_aux_dn: 0.991266 loss_giou_aux_dn: 3.017446 loss: 18.835659 eta: 41 days, 9:29:17 batch_cost: 0.8629 data_cost: 0.0048 ips: 9.2706 images/s [07/20 00:36:47] ppdet.engine INFO: Epoch: [1] [ 5200/54024] learning_rate: 0.000100 loss_class: 0.731337 loss_bbox: 0.145236 loss_giou: 0.584187 loss_class_aux: 4.558041 loss_bbox_aux: 0.945215 loss_giou_aux: 3.626305 loss_class_dn: 0.391844 loss_bbox_dn: 0.171508 loss_giou_dn: 0.528224 loss_class_aux_dn: 2.067201 loss_bbox_aux_dn: 0.965266 loss_giou_aux_dn: 2.881235 loss: 17.950586 eta: 41 days, 9:14:29 batch_cost: 0.8109 data_cost: 0.0010 ips: 9.8654 images/s [07/20 00:38:20] ppdet.engine INFO: Epoch: [1] [ 5300/54024] learning_rate: 0.000100 loss_class: 0.722382 loss_bbox: 0.148704 loss_giou: 0.536265 loss_class_aux: 4.530293 loss_bbox_aux: 0.958431 loss_giou_aux: 3.370007 loss_class_dn: 0.380347 loss_bbox_dn: 0.174661 loss_giou_dn: 0.493222 loss_class_aux_dn: 2.033503 loss_bbox_aux_dn: 1.001206 loss_giou_aux_dn: 2.638810 loss: 17.319777 eta: 41 days, 9:07:24 batch_cost: 0.8821 data_cost: 0.0010 ips: 9.0690 images/s [07/20 00:40:02] ppdet.engine INFO: Epoch: [1] [ 5400/54024] learning_rate: 0.000100 loss_class: 0.672862 loss_bbox: 0.140479 loss_giou: 0.565815 loss_class_aux: 4.221533 loss_bbox_aux: 0.905991 loss_giou_aux: 3.498110 loss_class_dn: 0.351135 loss_bbox_dn: 0.158056 loss_giou_dn: 0.500848 loss_class_aux_dn: 1.850437 loss_bbox_aux_dn: 0.896915 loss_giou_aux_dn: 2.704697 loss: 17.175226 eta: 41 days, 9:10:02 batch_cost: 0.9723 data_cost: 0.0432 ips: 8.2281 images/s [07/20 00:41:34] ppdet.engine INFO: Epoch: [1] [ 5500/54024] learning_rate: 0.000100 loss_class: 0.730268 loss_bbox: 0.132278 loss_giou: 0.582652 loss_class_aux: 4.544039 loss_bbox_aux: 0.848635 loss_giou_aux: 3.617039 loss_class_dn: 0.374805 loss_bbox_dn: 0.154928 loss_giou_dn: 0.515197 loss_class_aux_dn: 1.988573 loss_bbox_aux_dn: 0.897379 loss_giou_aux_dn: 2.783141 loss: 17.122253 eta: 41 days, 9:01:52 batch_cost: 0.8718 data_cost: 0.0010 ips: 9.1759 images/s [07/20 00:43:15] ppdet.engine INFO: Epoch: [1] [ 5600/54024] learning_rate: 0.000100 loss_class: 0.729637 loss_bbox: 0.150305 loss_giou: 0.590306 loss_class_aux: 4.531994 loss_bbox_aux: 0.971021 loss_giou_aux: 3.634374 loss_class_dn: 0.393675 loss_bbox_dn: 0.161348 loss_giou_dn: 0.518213 loss_class_aux_dn: 2.085251 loss_bbox_aux_dn: 0.929753 loss_giou_aux_dn: 2.846908 loss: 18.001374 eta: 41 days, 9:02:50 batch_cost: 0.9569 data_cost: 0.0019 ips: 8.3607 images/s [07/20 00:44:52] ppdet.engine INFO: Epoch: [1] [ 5700/54024] learning_rate: 0.000100 loss_class: 0.768303 loss_bbox: 0.150362 loss_giou: 0.659027 loss_class_aux: 4.806088 loss_bbox_aux: 0.967301 loss_giou_aux: 4.089331 loss_class_dn: 0.424462 loss_bbox_dn: 0.172730 loss_giou_dn: 0.597465 loss_class_aux_dn: 2.246500 loss_bbox_aux_dn: 0.966136 loss_giou_aux_dn: 3.238828 loss: 19.599898 eta: 41 days, 9:00:27 batch_cost: 0.9258 data_cost: 0.0958 ips: 8.6415 images/s [07/20 00:46:37] ppdet.engine INFO: Epoch: [1] [ 5800/54024] learning_rate: 0.000100 loss_class: 0.707102 loss_bbox: 0.146325 loss_giou: 0.608846 loss_class_aux: 4.421593 loss_bbox_aux: 0.961446 loss_giou_aux: 3.859100 loss_class_dn: 0.393584 loss_bbox_dn: 0.166829 loss_giou_dn: 0.542296 loss_class_aux_dn: 2.093319 loss_bbox_aux_dn: 0.974711 loss_giou_aux_dn: 2.915765 loss: 17.754162 eta: 41 days, 9:06:51 batch_cost: 1.0079 data_cost: 0.0307 ips: 7.9374 images/s [07/20 00:48:24] ppdet.engine INFO: Epoch: [1] [ 5900/54024] learning_rate: 0.000100 loss_class: 0.800758 loss_bbox: 0.152762 loss_giou: 0.555206 loss_class_aux: 4.912306 loss_bbox_aux: 1.004707 loss_giou_aux: 3.461508 loss_class_dn: 0.400605 loss_bbox_dn: 0.174530 loss_giou_dn: 0.531479 loss_class_aux_dn: 2.151194 loss_bbox_aux_dn: 1.011082 loss_giou_aux_dn: 2.855725 loss: 18.387920 eta: 41 days, 9:14:03 batch_cost: 1.0156 data_cost: 0.0010 ips: 7.8770 images/s [07/20 00:49:50] ppdet.engine INFO: Epoch: [1] [ 6000/54024] learning_rate: 0.000100 loss_class: 0.740734 loss_bbox: 0.144133 loss_giou: 0.584097 loss_class_aux: 4.511713 loss_bbox_aux: 0.909537 loss_giou_aux: 3.701319 loss_class_dn: 0.390805 loss_bbox_dn: 0.158760 loss_giou_dn: 0.544283 loss_class_aux_dn: 2.033099 loss_bbox_aux_dn: 0.915998 loss_giou_aux_dn: 2.936914 loss: 18.159166 eta: 41 days, 8:59:53 batch_cost: 0.8151 data_cost: 0.0010 ips: 9.8151 images/s [07/20 00:51:23] ppdet.engine INFO: Epoch: [1] [ 6100/54024] learning_rate: 0.000100 loss_class: 0.742268 loss_bbox: 0.153552 loss_giou: 0.631334 loss_class_aux: 4.624334 loss_bbox_aux: 0.973177 loss_giou_aux: 3.935294 loss_class_dn: 0.403197 loss_bbox_dn: 0.173444 loss_giou_dn: 0.570039 loss_class_aux_dn: 2.152419 loss_bbox_aux_dn: 0.959491 loss_giou_aux_dn: 3.034467 loss: 18.430116 eta: 41 days, 8:53:03 batch_cost: 0.8838 data_cost: 0.0013 ips: 9.0521 images/s [07/20 00:52:54] ppdet.engine INFO: Epoch: [1] [ 6200/54024] learning_rate: 0.000100 loss_class: 0.686036 loss_bbox: 0.134926 loss_giou: 0.587176 loss_class_aux: 4.331669 loss_bbox_aux: 0.861123 loss_giou_aux: 3.661440 loss_class_dn: 0.364736 loss_bbox_dn: 0.161207 loss_giou_dn: 0.517534 loss_class_aux_dn: 1.926914 loss_bbox_aux_dn: 0.929918 loss_giou_aux_dn: 2.770501 loss: 16.688265 eta: 41 days, 8:44:06 batch_cost: 0.8635 data_cost: 0.0010 ips: 9.2642 images/s [07/20 00:54:39] ppdet.engine INFO: Epoch: [1] [ 6300/54024] learning_rate: 0.000100 loss_class: 0.727398 loss_bbox: 0.153196 loss_giou: 0.592928 loss_class_aux: 4.539037 loss_bbox_aux: 0.998161 loss_giou_aux: 3.696928 loss_class_dn: 0.388721 loss_bbox_dn: 0.176005 loss_giou_dn: 0.532819 loss_class_aux_dn: 2.084680 loss_bbox_aux_dn: 1.000720 loss_giou_aux_dn: 2.912171 loss: 17.969123 eta: 41 days, 8:49:10 batch_cost: 0.9959 data_cost: 0.0956 ips: 8.0326 images/s [07/20 00:56:04] ppdet.engine INFO: Epoch: [1] [ 6400/54024] learning_rate: 0.000100 loss_class: 0.752045 loss_bbox: 0.154662 loss_giou: 0.616362 loss_class_aux: 4.676089 loss_bbox_aux: 0.991209 loss_giou_aux: 3.894131 loss_class_dn: 0.401219 loss_bbox_dn: 0.168403 loss_giou_dn: 0.570897 loss_class_aux_dn: 2.145162 loss_bbox_aux_dn: 0.961025 loss_giou_aux_dn: 3.066127 loss: 18.412833 eta: 41 days, 8:33:49 batch_cost: 0.8027 data_cost: 0.0010 ips: 9.9668 images/s [07/20 00:57:38] ppdet.engine INFO: Epoch: [1] [ 6500/54024] learning_rate: 0.000100 loss_class: 0.752822 loss_bbox: 0.145768 loss_giou: 0.577786 loss_class_aux: 4.726333 loss_bbox_aux: 0.958618 loss_giou_aux: 3.647904 loss_class_dn: 0.396299 loss_bbox_dn: 0.175075 loss_giou_dn: 0.536934 loss_class_aux_dn: 2.085089 loss_bbox_aux_dn: 0.979107 loss_giou_aux_dn: 2.882425 loss: 17.994077 eta: 41 days, 8:27:39 batch_cost: 0.8894 data_cost: 0.0048 ips: 8.9946 images/s [07/20 00:59:11] ppdet.engine INFO: Epoch: [1] [ 6600/54024] learning_rate: 0.000100 loss_class: 0.708485 loss_bbox: 0.141469 loss_giou: 0.589636 loss_class_aux: 4.408160 loss_bbox_aux: 0.922304 loss_giou_aux: 3.800054 loss_class_dn: 0.396256 loss_bbox_dn: 0.157244 loss_giou_dn: 0.517245 loss_class_aux_dn: 2.113073 loss_bbox_aux_dn: 0.896403 loss_giou_aux_dn: 2.820432 loss: 18.172358 eta: 41 days, 8:20:06 batch_cost: 0.8760 data_cost: 0.0372 ips: 9.1320 images/s [07/20 01:00:49] ppdet.engine INFO: Epoch: [1] [ 6700/54024] learning_rate: 0.000100 loss_class: 0.773086 loss_bbox: 0.149577 loss_giou: 0.647838 loss_class_aux: 4.783681 loss_bbox_aux: 0.976881 loss_giou_aux: 4.144673 loss_class_dn: 0.413072 loss_bbox_dn: 0.167975 loss_giou_dn: 0.582262 loss_class_aux_dn: 2.157922 loss_bbox_aux_dn: 0.962369 loss_giou_aux_dn: 3.159149 loss: 18.997091 eta: 41 days, 8:18:27 batch_cost: 0.9321 data_cost: 0.0874 ips: 8.5825 images/s [07/20 01:02:25] ppdet.engine INFO: Epoch: [1] [ 6800/54024] learning_rate: 0.000100 loss_class: 0.772192 loss_bbox: 0.155742 loss_giou: 0.610999 loss_class_aux: 4.868020 loss_bbox_aux: 0.989087 loss_giou_aux: 3.802496 loss_class_dn: 0.404465 loss_bbox_dn: 0.183385 loss_giou_dn: 0.556300 loss_class_aux_dn: 2.163710 loss_bbox_aux_dn: 1.062126 loss_giou_aux_dn: 3.010801 loss: 18.821949 eta: 41 days, 8:14:32 batch_cost: 0.9105 data_cost: 0.0842 ips: 8.7862 images/s [07/20 01:03:59] ppdet.engine INFO: Epoch: [1] [ 6900/54024] learning_rate: 0.000100 loss_class: 0.737905 loss_bbox: 0.137215 loss_giou: 0.565258 loss_class_aux: 4.689830 loss_bbox_aux: 0.897189 loss_giou_aux: 3.523964 loss_class_dn: 0.386631 loss_bbox_dn: 0.161929 loss_giou_dn: 0.507677 loss_class_aux_dn: 2.052513 loss_bbox_aux_dn: 0.923841 loss_giou_aux_dn: 2.705007 loss: 17.242528 eta: 41 days, 8:09:01 batch_cost: 0.8950 data_cost: 0.0010 ips: 8.9386 images/s [07/20 01:05:41] ppdet.engine INFO: Epoch: [1] [ 7000/54024] learning_rate: 0.000100 loss_class: 0.722540 loss_bbox: 0.141998 loss_giou: 0.575200 loss_class_aux: 4.578623 loss_bbox_aux: 0.913244 loss_giou_aux: 3.591931 loss_class_dn: 0.362309 loss_bbox_dn: 0.167718 loss_giou_dn: 0.495355 loss_class_aux_dn: 1.922344 loss_bbox_aux_dn: 0.927386 loss_giou_aux_dn: 2.680379 loss: 17.153296 eta: 41 days, 8:11:13 batch_cost: 0.9688 data_cost: 0.0717 ips: 8.2577 images/s [07/20 01:07:18] ppdet.engine INFO: Epoch: [1] [ 7100/54024] learning_rate: 0.000100 loss_class: 0.778525 loss_bbox: 0.153488 loss_giou: 0.647456 loss_class_aux: 4.859090 loss_bbox_aux: 0.980315 loss_giou_aux: 4.040945 loss_class_dn: 0.434273 loss_bbox_dn: 0.172179 loss_giou_dn: 0.581273 loss_class_aux_dn: 2.304681 loss_bbox_aux_dn: 0.983906 loss_giou_aux_dn: 3.111467 loss: 19.347414 eta: 41 days, 8:07:56 batch_cost: 0.9164 data_cost: 0.0389 ips: 8.7300 images/s [07/20 01:09:01] ppdet.engine INFO: Epoch: [1] [ 7200/54024] learning_rate: 0.000100 loss_class: 0.733304 loss_bbox: 0.140655 loss_giou: 0.592996 loss_class_aux: 4.590918 loss_bbox_aux: 0.930013 loss_giou_aux: 3.671272 loss_class_dn: 0.388663 loss_bbox_dn: 0.167459 loss_giou_dn: 0.537969 loss_class_aux_dn: 2.065932 loss_bbox_aux_dn: 0.940994 loss_giou_aux_dn: 2.933171 loss: 18.029041 eta: 41 days, 8:11:42 batch_cost: 0.9839 data_cost: 0.0010 ips: 8.1307 images/s [07/20 01:10:40] ppdet.engine INFO: Epoch: [1] [ 7300/54024] learning_rate: 0.000100 loss_class: 0.781554 loss_bbox: 0.156376 loss_giou: 0.644055 loss_class_aux: 4.868984 loss_bbox_aux: 1.021360 loss_giou_aux: 4.022165 loss_class_dn: 0.394633 loss_bbox_dn: 0.163846 loss_giou_dn: 0.546407 loss_class_aux_dn: 2.152412 loss_bbox_aux_dn: 0.937854 loss_giou_aux_dn: 2.934788 loss: 18.486341 eta: 41 days, 8:10:56 batch_cost: 0.9406 data_cost: 0.0010 ips: 8.5055 images/s [07/20 01:12:42] ppdet.engine INFO: Epoch: [1] [ 7400/54024] learning_rate: 0.000100 loss_class: 0.671983 loss_bbox: 0.136071 loss_giou: 0.540437 loss_class_aux: 4.192385 loss_bbox_aux: 0.875982 loss_giou_aux: 3.378996 loss_class_dn: 0.380849 loss_bbox_dn: 0.156745 loss_giou_dn: 0.479924 loss_class_aux_dn: 2.020036 loss_bbox_aux_dn: 0.902380 loss_giou_aux_dn: 2.625130 loss: 17.032359 eta: 41 days, 8:34:48 batch_cost: 1.1777 data_cost: 0.0275 ips: 6.7927 images/s [07/20 01:14:22] ppdet.engine INFO: Epoch: [1] [ 7500/54024] learning_rate: 0.000100 loss_class: 0.730553 loss_bbox: 0.136889 loss_giou: 0.592190 loss_class_aux: 4.595673 loss_bbox_aux: 0.907049 loss_giou_aux: 3.704140 loss_class_dn: 0.400447 loss_bbox_dn: 0.160653 loss_giou_dn: 0.528820 loss_class_aux_dn: 2.141801 loss_bbox_aux_dn: 0.933816 loss_giou_aux_dn: 2.873023 loss: 18.099037 eta: 41 days, 8:34:25 batch_cost: 0.9446 data_cost: 0.0664 ips: 8.4690 images/s [07/20 01:16:04] ppdet.engine INFO: Epoch: [1] [ 7600/54024] learning_rate: 0.000100 loss_class: 0.748867 loss_bbox: 0.139999 loss_giou: 0.603495 loss_class_aux: 4.700913 loss_bbox_aux: 0.918111 loss_giou_aux: 3.775395 loss_class_dn: 0.401615 loss_bbox_dn: 0.171036 loss_giou_dn: 0.532534 loss_class_aux_dn: 2.107999 loss_bbox_aux_dn: 0.971195 loss_giou_aux_dn: 2.901087 loss: 18.353373 eta: 41 days, 8:37:03 batch_cost: 0.9739 data_cost: 0.1019 ips: 8.2144 images/s [07/20 01:17:45] ppdet.engine INFO: Epoch: [1] [ 7700/54024] learning_rate: 0.000100 loss_class: 0.759298 loss_bbox: 0.147427 loss_giou: 0.588698 loss_class_aux: 4.760304 loss_bbox_aux: 0.946581 loss_giou_aux: 3.776325 loss_class_dn: 0.398909 loss_bbox_dn: 0.173781 loss_giou_dn: 0.538012 loss_class_aux_dn: 2.117447 loss_bbox_aux_dn: 0.980019 loss_giou_aux_dn: 2.981943 loss: 18.571710 eta: 41 days, 8:38:34 batch_cost: 0.9632 data_cost: 0.0747 ips: 8.3057 images/s [07/20 01:19:22] ppdet.engine INFO: Epoch: [1] [ 7800/54024] learning_rate: 0.000100 loss_class: 0.699309 loss_bbox: 0.139977 loss_giou: 0.544633 loss_class_aux: 4.441106 loss_bbox_aux: 0.930952 loss_giou_aux: 3.413550 loss_class_dn: 0.365274 loss_bbox_dn: 0.167569 loss_giou_dn: 0.489965 loss_class_aux_dn: 1.957331 loss_bbox_aux_dn: 0.961522 loss_giou_aux_dn: 2.687504 loss: 16.934628 eta: 41 days, 8:35:55 batch_cost: 0.9230 data_cost: 0.0473 ips: 8.6677 images/s [07/20 01:20:54] ppdet.engine INFO: Epoch: [1] [ 7900/54024] learning_rate: 0.000100 loss_class: 0.729898 loss_bbox: 0.146506 loss_giou: 0.650656 loss_class_aux: 4.600080 loss_bbox_aux: 0.940217 loss_giou_aux: 4.062414 loss_class_dn: 0.399025 loss_bbox_dn: 0.169520 loss_giou_dn: 0.553497 loss_class_aux_dn: 2.129056 loss_bbox_aux_dn: 0.951183 loss_giou_aux_dn: 2.989082 loss: 19.265781 eta: 41 days, 8:28:10 batch_cost: 0.8734 data_cost: 0.0012 ips: 9.1599 images/s [07/20 01:22:28] ppdet.engine INFO: Epoch: [1] [ 8000/54024] learning_rate: 0.000100 loss_class: 0.703754 loss_bbox: 0.139058 loss_giou: 0.553145 loss_class_aux: 4.362154 loss_bbox_aux: 0.916745 loss_giou_aux: 3.555819 loss_class_dn: 0.374817 loss_bbox_dn: 0.173250 loss_giou_dn: 0.524389 loss_class_aux_dn: 2.002838 loss_bbox_aux_dn: 0.969492 loss_giou_aux_dn: 2.817370 loss: 17.662406 eta: 41 days, 8:23:02 batch_cost: 0.8987 data_cost: 0.0010 ips: 8.9021 images/s [07/20 01:24:11] ppdet.engine INFO: Epoch: [1] [ 8100/54024] learning_rate: 0.000100 loss_class: 0.723802 loss_bbox: 0.143523 loss_giou: 0.573271 loss_class_aux: 4.501912 loss_bbox_aux: 0.965692 loss_giou_aux: 3.573419 loss_class_dn: 0.374277 loss_bbox_dn: 0.167575 loss_giou_dn: 0.520850 loss_class_aux_dn: 2.005245 loss_bbox_aux_dn: 0.952203 loss_giou_aux_dn: 2.829115 loss: 17.981902 eta: 41 days, 8:26:15 batch_cost: 0.9798 data_cost: 0.0212 ips: 8.1647 images/s [07/20 01:25:54] ppdet.engine INFO: Epoch: [1] [ 8200/54024] learning_rate: 0.000100 loss_class: 0.734860 loss_bbox: 0.152376 loss_giou: 0.609829 loss_class_aux: 4.613304 loss_bbox_aux: 0.969810 loss_giou_aux: 3.846242 loss_class_dn: 0.398392 loss_bbox_dn: 0.169104 loss_giou_dn: 0.547214 loss_class_aux_dn: 2.081213 loss_bbox_aux_dn: 0.956062 loss_giou_aux_dn: 2.967769 loss: 17.944921 eta: 41 days, 8:30:04 batch_cost: 0.9858 data_cost: 0.1595 ips: 8.1150 images/s [07/20 01:27:42] ppdet.engine INFO: Epoch: [1] [ 8300/54024] learning_rate: 0.000100 loss_class: 0.732161 loss_bbox: 0.139842 loss_giou: 0.554239 loss_class_aux: 4.592625 loss_bbox_aux: 0.912245 loss_giou_aux: 3.526823 loss_class_dn: 0.374019 loss_bbox_dn: 0.161395 loss_giou_dn: 0.496627 loss_class_aux_dn: 1.971288 loss_bbox_aux_dn: 0.937385 loss_giou_aux_dn: 2.708445 loss: 17.228090 eta: 41 days, 8:38:13 batch_cost: 1.0283 data_cost: 0.1067 ips: 7.7798 images/s [07/20 01:29:25] ppdet.engine INFO: Epoch: [1] [ 8400/54024] learning_rate: 0.000100 loss_class: 0.737205 loss_bbox: 0.151037 loss_giou: 0.625536 loss_class_aux: 4.618729 loss_bbox_aux: 0.980683 loss_giou_aux: 3.894753 loss_class_dn: 0.409480 loss_bbox_dn: 0.162507 loss_giou_dn: 0.517588 loss_class_aux_dn: 2.172774 loss_bbox_aux_dn: 0.926890 loss_giou_aux_dn: 2.812169 loss: 18.558806 eta: 41 days, 8:40:56 batch_cost: 0.9754 data_cost: 0.0431 ips: 8.2019 images/s [07/20 01:30:49] ppdet.engine INFO: Epoch: [1] [ 8500/54024] learning_rate: 0.000100 loss_class: 0.714286 loss_bbox: 0.142240 loss_giou: 0.604041 loss_class_aux: 4.474234 loss_bbox_aux: 0.934818 loss_giou_aux: 3.787028 loss_class_dn: 0.387571 loss_bbox_dn: 0.160684 loss_giou_dn: 0.550367 loss_class_aux_dn: 2.019754 loss_bbox_aux_dn: 0.899085 loss_giou_aux_dn: 2.941840 loss: 17.719645 eta: 41 days, 8:25:29 batch_cost: 0.7975 data_cost: 0.0023 ips: 10.0311 images/s [07/20 01:32:33] ppdet.engine INFO: Epoch: [1] [ 8600/54024] learning_rate: 0.000100 loss_class: 0.756737 loss_bbox: 0.139994 loss_giou: 0.605117 loss_class_aux: 4.668897 loss_bbox_aux: 0.905367 loss_giou_aux: 3.727073 loss_class_dn: 0.388235 loss_bbox_dn: 0.157012 loss_giou_dn: 0.538680 loss_class_aux_dn: 2.074918 loss_bbox_aux_dn: 0.873111 loss_giou_aux_dn: 2.929689 loss: 18.022952 eta: 41 days, 8:28:53 batch_cost: 0.9822 data_cost: 0.0009 ips: 8.1449 images/s [07/20 01:34:18] ppdet.engine INFO: Epoch: [1] [ 8700/54024] learning_rate: 0.000100 loss_class: 0.774314 loss_bbox: 0.148953 loss_giou: 0.603676 loss_class_aux: 4.886041 loss_bbox_aux: 0.995437 loss_giou_aux: 3.812287 loss_class_dn: 0.411674 loss_bbox_dn: 0.175435 loss_giou_dn: 0.560546 loss_class_aux_dn: 2.202544 loss_bbox_aux_dn: 1.025984 loss_giou_aux_dn: 2.997658 loss: 18.780136 eta: 41 days, 8:34:48 batch_cost: 1.0071 data_cost: 0.0014 ips: 7.9434 images/s [07/20 01:35:53] ppdet.engine INFO: Epoch: [1] [ 8800/54024] learning_rate: 0.000100 loss_class: 0.764471 loss_bbox: 0.152268 loss_giou: 0.572260 loss_class_aux: 4.942374 loss_bbox_aux: 1.010877 loss_giou_aux: 3.673836 loss_class_dn: 0.414655 loss_bbox_dn: 0.169789 loss_giou_dn: 0.510839 loss_class_aux_dn: 2.217272 loss_bbox_aux_dn: 0.945303 loss_giou_aux_dn: 2.803875 loss: 18.777390 eta: 41 days, 8:30:27 batch_cost: 0.9062 data_cost: 0.0673 ips: 8.8281 images/s [07/20 01:37:27] ppdet.engine INFO: Epoch: [1] [ 8900/54024] learning_rate: 0.000100 loss_class: 0.714547 loss_bbox: 0.150671 loss_giou: 0.572891 loss_class_aux: 4.504686 loss_bbox_aux: 0.945126 loss_giou_aux: 3.704097 loss_class_dn: 0.363317 loss_bbox_dn: 0.175662 loss_giou_dn: 0.509479 loss_class_aux_dn: 1.936127 loss_bbox_aux_dn: 0.998555 loss_giou_aux_dn: 2.760706 loss: 17.113059 eta: 41 days, 8:24:26 batch_cost: 0.8897 data_cost: 0.0246 ips: 8.9922 images/s [07/20 01:39:13] ppdet.engine INFO: Epoch: [1] [ 9000/54024] learning_rate: 0.000100 loss_class: 0.772729 loss_bbox: 0.153195 loss_giou: 0.562481 loss_class_aux: 4.755075 loss_bbox_aux: 0.964920 loss_giou_aux: 3.551707 loss_class_dn: 0.399448 loss_bbox_dn: 0.170660 loss_giou_dn: 0.513364 loss_class_aux_dn: 2.094888 loss_bbox_aux_dn: 0.976901 loss_giou_aux_dn: 2.814934 loss: 17.755388 eta: 41 days, 8:30:13 batch_cost: 1.0061 data_cost: 0.0247 ips: 7.9514 images/s [07/20 01:40:43] ppdet.engine INFO: Epoch: [1] [ 9100/54024] learning_rate: 0.000100 loss_class: 0.733128 loss_bbox: 0.141587 loss_giou: 0.507190 loss_class_aux: 4.573195 loss_bbox_aux: 0.915451 loss_giou_aux: 3.171553 loss_class_dn: 0.376790 loss_bbox_dn: 0.157332 loss_giou_dn: 0.467249 loss_class_aux_dn: 2.026076 loss_bbox_aux_dn: 0.905230 loss_giou_aux_dn: 2.587889 loss: 17.597672 eta: 41 days, 8:21:30 batch_cost: 0.8629 data_cost: 0.0012 ips: 9.2715 images/s [07/20 01:42:20] ppdet.engine INFO: Epoch: [1] [ 9200/54024] learning_rate: 0.000100 loss_class: 0.710313 loss_bbox: 0.140389 loss_giou: 0.597637 loss_class_aux: 4.419888 loss_bbox_aux: 0.929662 loss_giou_aux: 3.760579 loss_class_dn: 0.374958 loss_bbox_dn: 0.165822 loss_giou_dn: 0.541285 loss_class_aux_dn: 1.973895 loss_bbox_aux_dn: 0.924010 loss_giou_aux_dn: 2.939984 loss: 18.010062 eta: 41 days, 8:18:27 batch_cost: 0.9187 data_cost: 0.0332 ips: 8.7077 images/s [07/20 01:44:07] ppdet.engine INFO: Epoch: [1] [ 9300/54024] learning_rate: 0.000100 loss_class: 0.709506 loss_bbox: 0.130412 loss_giou: 0.562956 loss_class_aux: 4.487745 loss_bbox_aux: 0.886272 loss_giou_aux: 3.555637 loss_class_dn: 0.373314 loss_bbox_dn: 0.155315 loss_giou_dn: 0.484137 loss_class_aux_dn: 2.003670 loss_bbox_aux_dn: 0.880308 loss_giou_aux_dn: 2.682370 loss: 17.212361 eta: 41 days, 8:25:31 batch_cost: 1.0191 data_cost: 0.0534 ips: 7.8499 images/s [07/20 01:45:44] ppdet.engine INFO: Epoch: [1] [ 9400/54024] learning_rate: 0.000100 loss_class: 0.719115 loss_bbox: 0.146751 loss_giou: 0.570350 loss_class_aux: 4.475924 loss_bbox_aux: 0.950445 loss_giou_aux: 3.626961 loss_class_dn: 0.400859 loss_bbox_dn: 0.172723 loss_giou_dn: 0.540897 loss_class_aux_dn: 2.124689 loss_bbox_aux_dn: 0.971321 loss_giou_aux_dn: 2.954923 loss: 18.245806 eta: 41 days, 8:22:00 batch_cost: 0.9143 data_cost: 0.0412 ips: 8.7501 images/s [07/20 01:47:26] ppdet.engine INFO: Epoch: [1] [ 9500/54024] learning_rate: 0.000100 loss_class: 0.695938 loss_bbox: 0.130837 loss_giou: 0.522299 loss_class_aux: 4.363101 loss_bbox_aux: 0.858006 loss_giou_aux: 3.291572 loss_class_dn: 0.364255 loss_bbox_dn: 0.152710 loss_giou_dn: 0.482378 loss_class_aux_dn: 1.955746 loss_bbox_aux_dn: 0.896041 loss_giou_aux_dn: 2.662447 loss: 16.678625 eta: 41 days, 8:24:19 batch_cost: 0.9723 data_cost: 0.0930 ips: 8.2280 images/s [07/20 01:49:05] ppdet.engine INFO: Epoch: [1] [ 9600/54024] learning_rate: 0.000100 loss_class: 0.744285 loss_bbox: 0.145619 loss_giou: 0.562283 loss_class_aux: 4.676817 loss_bbox_aux: 0.948380 loss_giou_aux: 3.484130 loss_class_dn: 0.395258 loss_bbox_dn: 0.167720 loss_giou_dn: 0.514060 loss_class_aux_dn: 2.101520 loss_bbox_aux_dn: 0.956277 loss_giou_aux_dn: 2.798234 loss: 17.849737 eta: 41 days, 8:23:18 batch_cost: 0.9391 data_cost: 0.0215 ips: 8.5187 images/s [07/20 01:50:44] ppdet.engine INFO: Epoch: [1] [ 9700/54024] learning_rate: 0.000100 loss_class: 0.754518 loss_bbox: 0.143099 loss_giou: 0.619252 loss_class_aux: 4.634494 loss_bbox_aux: 0.962086 loss_giou_aux: 3.875346 loss_class_dn: 0.395673 loss_bbox_dn: 0.161120 loss_giou_dn: 0.540993 loss_class_aux_dn: 2.093005 loss_bbox_aux_dn: 0.927602 loss_giou_aux_dn: 2.932333 loss: 18.187126 eta: 41 days, 8:23:01 batch_cost: 0.9464 data_cost: 0.0674 ips: 8.4531 images/s [07/20 01:52:19] ppdet.engine INFO: Epoch: [1] [ 9800/54024] learning_rate: 0.000100 loss_class: 0.724986 loss_bbox: 0.142707 loss_giou: 0.629136 loss_class_aux: 4.567458 loss_bbox_aux: 0.914120 loss_giou_aux: 3.903901 loss_class_dn: 0.395357 loss_bbox_dn: 0.164441 loss_giou_dn: 0.543915 loss_class_aux_dn: 2.099890 loss_bbox_aux_dn: 0.922028 loss_giou_aux_dn: 2.933652 loss: 17.974005 eta: 41 days, 8:18:13 batch_cost: 0.9013 data_cost: 0.0010 ips: 8.8764 images/s [07/20 01:53:55] ppdet.engine INFO: Epoch: [1] [ 9900/54024] learning_rate: 0.000100 loss_class: 0.743798 loss_bbox: 0.149706 loss_giou: 0.563681 loss_class_aux: 4.611588 loss_bbox_aux: 0.967256 loss_giou_aux: 3.539492 loss_class_dn: 0.367517 loss_bbox_dn: 0.166675 loss_giou_dn: 0.493463 loss_class_aux_dn: 1.974847 loss_bbox_aux_dn: 0.931260 loss_giou_aux_dn: 2.693169 loss: 17.033642 eta: 41 days, 8:13:45 batch_cost: 0.9046 data_cost: 0.0415 ips: 8.8440 images/s [07/20 01:55:25] ppdet.engine INFO: Epoch: [1] [10000/54024] learning_rate: 0.000100 loss_class: 0.726704 loss_bbox: 0.147850 loss_giou: 0.541973 loss_class_aux: 4.520922 loss_bbox_aux: 0.950818 loss_giou_aux: 3.515881 loss_class_dn: 0.391877 loss_bbox_dn: 0.167891 loss_giou_dn: 0.496793 loss_class_aux_dn: 2.083099 loss_bbox_aux_dn: 0.962971 loss_giou_aux_dn: 2.694304 loss: 17.659920 eta: 41 days, 8:04:01 batch_cost: 0.8515 data_cost: 0.0131 ips: 9.3951 images/s [07/20 01:57:06] ppdet.engine INFO: Epoch: [1] [10100/54024] learning_rate: 0.000100 loss_class: 0.729666 loss_bbox: 0.147906 loss_giou: 0.584649 loss_class_aux: 4.605882 loss_bbox_aux: 0.948699 loss_giou_aux: 3.690099 loss_class_dn: 0.383867 loss_bbox_dn: 0.167280 loss_giou_dn: 0.532588 loss_class_aux_dn: 2.047387 loss_bbox_aux_dn: 0.968363 loss_giou_aux_dn: 2.871956 loss: 18.171335 eta: 41 days, 8:05:00 batch_cost: 0.9592 data_cost: 0.0119 ips: 8.3400 images/s [07/20 01:58:41] ppdet.engine INFO: Epoch: [1] [10200/54024] learning_rate: 0.000100 loss_class: 0.738233 loss_bbox: 0.140691 loss_giou: 0.547866 loss_class_aux: 4.607599 loss_bbox_aux: 0.912043 loss_giou_aux: 3.486303 loss_class_dn: 0.384574 loss_bbox_dn: 0.166486 loss_giou_dn: 0.512058 loss_class_aux_dn: 2.026567 loss_bbox_aux_dn: 0.961713 loss_giou_aux_dn: 2.758092 loss: 17.722463 eta: 41 days, 8:00:52 batch_cost: 0.9075 data_cost: 0.0010 ips: 8.8156 images/s [07/20 02:00:35] ppdet.engine INFO: Epoch: [1] [10300/54024] learning_rate: 0.000100 loss_class: 0.727862 loss_bbox: 0.139855 loss_giou: 0.563957 loss_class_aux: 4.598579 loss_bbox_aux: 0.924050 loss_giou_aux: 3.549107 loss_class_dn: 0.370329 loss_bbox_dn: 0.165250 loss_giou_dn: 0.515061 loss_class_aux_dn: 1.988644 loss_bbox_aux_dn: 0.915405 loss_giou_aux_dn: 2.793658 loss: 17.286312 eta: 41 days, 8:14:55 batch_cost: 1.0910 data_cost: 0.2362 ips: 7.3330 images/s [07/20 02:02:10] ppdet.engine INFO: Epoch: [1] [10400/54024] learning_rate: 0.000100 loss_class: 0.712841 loss_bbox: 0.143531 loss_giou: 0.547687 loss_class_aux: 4.542951 loss_bbox_aux: 0.953447 loss_giou_aux: 3.436245 loss_class_dn: 0.381134 loss_bbox_dn: 0.176580 loss_giou_dn: 0.506041 loss_class_aux_dn: 2.034075 loss_bbox_aux_dn: 1.023432 loss_giou_aux_dn: 2.717988 loss: 16.955546 eta: 41 days, 8:09:31 batch_cost: 0.8950 data_cost: 0.0063 ips: 8.9382 images/s [07/20 02:03:37] ppdet.engine INFO: Epoch: [1] [10500/54024] learning_rate: 0.000100 loss_class: 0.736293 loss_bbox: 0.134559 loss_giou: 0.586977 loss_class_aux: 4.642838 loss_bbox_aux: 0.887667 loss_giou_aux: 3.603967 loss_class_dn: 0.399637 loss_bbox_dn: 0.161218 loss_giou_dn: 0.513956 loss_class_aux_dn: 2.119471 loss_bbox_aux_dn: 0.928998 loss_giou_aux_dn: 2.779565 loss: 17.557338 eta: 41 days, 7:57:19 batch_cost: 0.8260 data_cost: 0.0010 ips: 9.6851 images/s [07/20 02:05:24] ppdet.engine INFO: Epoch: [1] [10600/54024] learning_rate: 0.000100 loss_class: 0.720892 loss_bbox: 0.142997 loss_giou: 0.588856 loss_class_aux: 4.495088 loss_bbox_aux: 0.926130 loss_giou_aux: 3.654003 loss_class_dn: 0.379885 loss_bbox_dn: 0.160778 loss_giou_dn: 0.510016 loss_class_aux_dn: 2.021276 loss_bbox_aux_dn: 0.895356 loss_giou_aux_dn: 2.746413 loss: 17.167549 eta: 41 days, 8:03:53 batch_cost: 1.0159 data_cost: 0.0016 ips: 7.8749 images/s [07/20 02:07:02] ppdet.engine INFO: Epoch: [1] [10700/54024] learning_rate: 0.000100 loss_class: 0.728179 loss_bbox: 0.134627 loss_giou: 0.549951 loss_class_aux: 4.539614 loss_bbox_aux: 0.889463 loss_giou_aux: 3.457879 loss_class_dn: 0.370037 loss_bbox_dn: 0.160059 loss_giou_dn: 0.506422 loss_class_aux_dn: 1.972268 loss_bbox_aux_dn: 0.932592 loss_giou_aux_dn: 2.743181 loss: 17.390749 eta: 41 days, 8:01:52 batch_cost: 0.9291 data_cost: 0.0238 ips: 8.6108 images/s [07/20 02:08:38] ppdet.engine INFO: Epoch: [1] [10800/54024] learning_rate: 0.000100 loss_class: 0.740446 loss_bbox: 0.139536 loss_giou: 0.594374 loss_class_aux: 4.586678 loss_bbox_aux: 0.913952 loss_giou_aux: 3.648035 loss_class_dn: 0.383687 loss_bbox_dn: 0.166063 loss_giou_dn: 0.512578 loss_class_aux_dn: 2.025444 loss_bbox_aux_dn: 0.948075 loss_giou_aux_dn: 2.785869 loss: 17.664117 eta: 41 days, 7:59:03 batch_cost: 0.9209 data_cost: 0.0810 ips: 8.6875 images/s [07/20 02:10:36] ppdet.engine INFO: Epoch: [1] [10900/54024] learning_rate: 0.000100 loss_class: 0.705463 loss_bbox: 0.141169 loss_giou: 0.598775 loss_class_aux: 4.448169 loss_bbox_aux: 0.917111 loss_giou_aux: 3.759272 loss_class_dn: 0.393438 loss_bbox_dn: 0.158353 loss_giou_dn: 0.545363 loss_class_aux_dn: 2.086995 loss_bbox_aux_dn: 0.910647 loss_giou_aux_dn: 2.950703 loss: 18.331908 eta: 41 days, 8:16:43 batch_cost: 1.1293 data_cost: 0.0010 ips: 7.0839 images/s [07/20 02:12:17] ppdet.engine INFO: Epoch: [1] [11000/54024] learning_rate: 0.000100 loss_class: 0.717599 loss_bbox: 0.138601 loss_giou: 0.523708 loss_class_aux: 4.469014 loss_bbox_aux: 0.900625 loss_giou_aux: 3.271586 loss_class_dn: 0.362061 loss_bbox_dn: 0.162134 loss_giou_dn: 0.471564 loss_class_aux_dn: 1.919851 loss_bbox_aux_dn: 0.917788 loss_giou_aux_dn: 2.583999 loss: 17.025828 eta: 41 days, 8:18:01 batch_cost: 0.9631 data_cost: 0.0499 ips: 8.3062 images/s [07/20 02:13:53] ppdet.engine INFO: Epoch: [1] [11100/54024] learning_rate: 0.000100 loss_class: 0.779305 loss_bbox: 0.136986 loss_giou: 0.616468 loss_class_aux: 4.851356 loss_bbox_aux: 0.905221 loss_giou_aux: 3.936544 loss_class_dn: 0.419237 loss_bbox_dn: 0.160795 loss_giou_dn: 0.541985 loss_class_aux_dn: 2.191779 loss_bbox_aux_dn: 0.936244 loss_giou_aux_dn: 2.986519 loss: 19.011470 eta: 41 days, 8:14:07 batch_cost: 0.9100 data_cost: 0.0010 ips: 8.7908 images/s [07/20 02:15:31] ppdet.engine INFO: Epoch: [1] [11200/54024] learning_rate: 0.000100 loss_class: 0.766972 loss_bbox: 0.144657 loss_giou: 0.613045 loss_class_aux: 4.881606 loss_bbox_aux: 0.950171 loss_giou_aux: 3.854205 loss_class_dn: 0.405662 loss_bbox_dn: 0.158613 loss_giou_dn: 0.571626 loss_class_aux_dn: 2.176491 loss_bbox_aux_dn: 0.936933 loss_giou_aux_dn: 3.077199 loss: 19.215340 eta: 41 days, 8:12:32 batch_cost: 0.9337 data_cost: 0.0500 ips: 8.5678 images/s [07/20 02:17:17] ppdet.engine INFO: Epoch: [1] [11300/54024] learning_rate: 0.000100 loss_class: 0.742137 loss_bbox: 0.144754 loss_giou: 0.496700 loss_class_aux: 4.597008 loss_bbox_aux: 0.948342 loss_giou_aux: 3.078940 loss_class_dn: 0.381347 loss_bbox_dn: 0.171638 loss_giou_dn: 0.481352 loss_class_aux_dn: 2.026972 loss_bbox_aux_dn: 0.984090 loss_giou_aux_dn: 2.611344 loss: 16.840206 eta: 41 days, 8:19:10 batch_cost: 1.0178 data_cost: 0.0011 ips: 7.8598 images/s [07/20 02:19:05] ppdet.engine INFO: Epoch: [1] [11400/54024] learning_rate: 0.000100 loss_class: 0.688027 loss_bbox: 0.139390 loss_giou: 0.517866 loss_class_aux: 4.256147 loss_bbox_aux: 0.905489 loss_giou_aux: 3.225541 loss_class_dn: 0.366097 loss_bbox_dn: 0.158216 loss_giou_dn: 0.479380 loss_class_aux_dn: 1.981251 loss_bbox_aux_dn: 0.925026 loss_giou_aux_dn: 2.614741 loss: 17.140997 eta: 41 days, 8:26:37 batch_cost: 1.0266 data_cost: 0.0433 ips: 7.7929 images/s [07/20 02:20:39] ppdet.engine INFO: Epoch: [1] [11500/54024] learning_rate: 0.000100 loss_class: 0.744377 loss_bbox: 0.145089 loss_giou: 0.564723 loss_class_aux: 4.643323 loss_bbox_aux: 0.948940 loss_giou_aux: 3.570051 loss_class_dn: 0.385290 loss_bbox_dn: 0.179109 loss_giou_dn: 0.513237 loss_class_aux_dn: 2.058434 loss_bbox_aux_dn: 1.011979 loss_giou_aux_dn: 2.731809 loss: 17.743361 eta: 41 days, 8:21:26 batch_cost: 0.8969 data_cost: 0.0011 ips: 8.9195 images/s [07/20 02:22:29] ppdet.engine INFO: Epoch: [1] [11600/54024] learning_rate: 0.000100 loss_class: 0.732611 loss_bbox: 0.137823 loss_giou: 0.588200 loss_class_aux: 4.588179 loss_bbox_aux: 0.899377 loss_giou_aux: 3.717642 loss_class_dn: 0.384353 loss_bbox_dn: 0.152345 loss_giou_dn: 0.554040 loss_class_aux_dn: 2.026069 loss_bbox_aux_dn: 0.898621 loss_giou_aux_dn: 3.009132 loss: 18.607481 eta: 41 days, 8:31:10 batch_cost: 1.0505 data_cost: 0.0746 ips: 7.6152 images/s [07/20 02:24:10] ppdet.engine INFO: Epoch: [1] [11700/54024] learning_rate: 0.000100 loss_class: 0.763215 loss_bbox: 0.141475 loss_giou: 0.625687 loss_class_aux: 4.751547 loss_bbox_aux: 0.918346 loss_giou_aux: 3.904042 loss_class_dn: 0.406911 loss_bbox_dn: 0.162771 loss_giou_dn: 0.554423 loss_class_aux_dn: 2.150911 loss_bbox_aux_dn: 0.933742 loss_giou_aux_dn: 3.001681 loss: 18.440024 eta: 41 days, 8:32:22 batch_cost: 0.9627 data_cost: 0.0011 ips: 8.3103 images/s [07/20 02:25:49] ppdet.engine INFO: Epoch: [1] [11800/54024] learning_rate: 0.000100 loss_class: 0.754396 loss_bbox: 0.137244 loss_giou: 0.622870 loss_class_aux: 4.697610 loss_bbox_aux: 0.869957 loss_giou_aux: 3.812304 loss_class_dn: 0.399221 loss_bbox_dn: 0.162414 loss_giou_dn: 0.551061 loss_class_aux_dn: 2.118067 loss_bbox_aux_dn: 0.914588 loss_giou_aux_dn: 2.972182 loss: 18.293783 eta: 41 days, 8:31:13 batch_cost: 0.9387 data_cost: 0.0567 ips: 8.5226 images/s [07/20 02:27:28] ppdet.engine INFO: Epoch: [1] [11900/54024] learning_rate: 0.000100 loss_class: 0.725238 loss_bbox: 0.145022 loss_giou: 0.589375 loss_class_aux: 4.477772 loss_bbox_aux: 0.960928 loss_giou_aux: 3.723482 loss_class_dn: 0.375998 loss_bbox_dn: 0.161250 loss_giou_dn: 0.529159 loss_class_aux_dn: 2.000950 loss_bbox_aux_dn: 0.948763 loss_giou_aux_dn: 2.854255 loss: 17.928628 eta: 41 days, 8:30:28 batch_cost: 0.9428 data_cost: 0.0779 ips: 8.4853 images/s [07/20 02:29:04] ppdet.engine INFO: Epoch: [1] [12000/54024] learning_rate: 0.000100 loss_class: 0.747444 loss_bbox: 0.148249 loss_giou: 0.634342 loss_class_aux: 4.732169 loss_bbox_aux: 0.944124 loss_giou_aux: 4.020426 loss_class_dn: 0.394807 loss_bbox_dn: 0.168354 loss_giou_dn: 0.562945 loss_class_aux_dn: 2.096322 loss_bbox_aux_dn: 0.964116 loss_giou_aux_dn: 3.038418 loss: 18.766484 eta: 41 days, 8:26:28 batch_cost: 0.9091 data_cost: 0.0430 ips: 8.7995 images/s [07/20 02:30:49] ppdet.engine INFO: Epoch: [1] [12100/54024] learning_rate: 0.000100 loss_class: 0.767860 loss_bbox: 0.144069 loss_giou: 0.625600 loss_class_aux: 4.766681 loss_bbox_aux: 0.963891 loss_giou_aux: 3.920902 loss_class_dn: 0.410889 loss_bbox_dn: 0.161258 loss_giou_dn: 0.562411 loss_class_aux_dn: 2.183931 loss_bbox_aux_dn: 0.909768 loss_giou_aux_dn: 3.026509 loss: 18.831040 eta: 41 days, 8:30:35 batch_cost: 0.9931 data_cost: 0.0413 ips: 8.0554 images/s [07/20 02:32:23] ppdet.engine INFO: Epoch: [1] [12200/54024] learning_rate: 0.000100 loss_class: 0.717526 loss_bbox: 0.147742 loss_giou: 0.583014 loss_class_aux: 4.562233 loss_bbox_aux: 0.933720 loss_giou_aux: 3.626622 loss_class_dn: 0.389682 loss_bbox_dn: 0.169908 loss_giou_dn: 0.529353 loss_class_aux_dn: 2.049449 loss_bbox_aux_dn: 0.978326 loss_giou_aux_dn: 2.889332 loss: 17.630160 eta: 41 days, 8:25:29 batch_cost: 0.8978 data_cost: 0.0648 ips: 8.9111 images/s [07/20 02:34:00] ppdet.engine INFO: Epoch: [1] [12300/54024] learning_rate: 0.000100 loss_class: 0.718723 loss_bbox: 0.139835 loss_giou: 0.553070 loss_class_aux: 4.531047 loss_bbox_aux: 0.919728 loss_giou_aux: 3.447824 loss_class_dn: 0.368023 loss_bbox_dn: 0.162125 loss_giou_dn: 0.487193 loss_class_aux_dn: 1.979910 loss_bbox_aux_dn: 0.946428 loss_giou_aux_dn: 2.682679 loss: 16.828167 eta: 41 days, 8:22:20 batch_cost: 0.9178 data_cost: 0.0010 ips: 8.7164 images/s [07/20 02:35:27] ppdet.engine INFO: Epoch: [1] [12400/54024] learning_rate: 0.000100 loss_class: 0.722751 loss_bbox: 0.139735 loss_giou: 0.576888 loss_class_aux: 4.596904 loss_bbox_aux: 0.925074 loss_giou_aux: 3.634224 loss_class_dn: 0.382797 loss_bbox_dn: 0.162404 loss_giou_dn: 0.508043 loss_class_aux_dn: 2.025926 loss_bbox_aux_dn: 0.941676 loss_giou_aux_dn: 2.798128 loss: 17.721838 eta: 41 days, 8:10:00 batch_cost: 0.8219 data_cost: 0.0070 ips: 9.7330 images/s [07/20 02:37:07] ppdet.engine INFO: Epoch: [1] [12500/54024] learning_rate: 0.000100 loss_class: 0.756167 loss_bbox: 0.153364 loss_giou: 0.616561 loss_class_aux: 4.709953 loss_bbox_aux: 1.006083 loss_giou_aux: 3.900610 loss_class_dn: 0.400454 loss_bbox_dn: 0.172590 loss_giou_dn: 0.534335 loss_class_aux_dn: 2.152857 loss_bbox_aux_dn: 0.968296 loss_giou_aux_dn: 2.867853 loss: 18.551536 eta: 41 days, 8:10:37 batch_cost: 0.9570 data_cost: 0.0042 ips: 8.3595 images/s [07/20 02:38:40] ppdet.engine INFO: Epoch: [1] [12600/54024] learning_rate: 0.000100 loss_class: 0.734178 loss_bbox: 0.143204 loss_giou: 0.502621 loss_class_aux: 4.519451 loss_bbox_aux: 0.941095 loss_giou_aux: 3.218434 loss_class_dn: 0.370000 loss_bbox_dn: 0.172675 loss_giou_dn: 0.475999 loss_class_aux_dn: 1.945333 loss_bbox_aux_dn: 0.986744 loss_giou_aux_dn: 2.583294 loss: 16.511292 eta: 41 days, 8:04:12 batch_cost: 0.8834 data_cost: 0.0865 ips: 9.0558 images/s [07/20 02:40:14] ppdet.engine INFO: Epoch: [1] [12700/54024] learning_rate: 0.000100 loss_class: 0.738856 loss_bbox: 0.147171 loss_giou: 0.630521 loss_class_aux: 4.630301 loss_bbox_aux: 0.968078 loss_giou_aux: 3.921167 loss_class_dn: 0.393567 loss_bbox_dn: 0.170621 loss_giou_dn: 0.553309 loss_class_aux_dn: 2.113756 loss_bbox_aux_dn: 0.953930 loss_giou_aux_dn: 2.925807 loss: 18.210292 eta: 41 days, 7:58:27 batch_cost: 0.8902 data_cost: 0.0649 ips: 8.9865 images/s [07/20 02:41:59] ppdet.engine INFO: Epoch: [1] [12800/54024] learning_rate: 0.000100 loss_class: 0.704770 loss_bbox: 0.134499 loss_giou: 0.481515 loss_class_aux: 4.347373 loss_bbox_aux: 0.908201 loss_giou_aux: 3.019939 loss_class_dn: 0.363045 loss_bbox_dn: 0.162614 loss_giou_dn: 0.455844 loss_class_aux_dn: 1.946548 loss_bbox_aux_dn: 0.924896 loss_giou_aux_dn: 2.527722 loss: 16.863884 eta: 41 days, 8:02:58 batch_cost: 0.9979 data_cost: 0.0012 ips: 8.0172 images/s [07/20 02:43:33] ppdet.engine INFO: Epoch: [1] [12900/54024] learning_rate: 0.000100 loss_class: 0.715103 loss_bbox: 0.142466 loss_giou: 0.511785 loss_class_aux: 4.398920 loss_bbox_aux: 0.916809 loss_giou_aux: 3.191333 loss_class_dn: 0.366905 loss_bbox_dn: 0.168949 loss_giou_dn: 0.471310 loss_class_aux_dn: 1.931509 loss_bbox_aux_dn: 0.963315 loss_giou_aux_dn: 2.580564 loss: 17.040318 eta: 41 days, 7:57:00 batch_cost: 0.8880 data_cost: 0.0207 ips: 9.0094 images/s [07/20 02:45:01] ppdet.engine INFO: Epoch: [1] [13000/54024] learning_rate: 0.000100 loss_class: 0.763297 loss_bbox: 0.147240 loss_giou: 0.594256 loss_class_aux: 4.745652 loss_bbox_aux: 0.970411 loss_giou_aux: 3.730390 loss_class_dn: 0.384939 loss_bbox_dn: 0.169122 loss_giou_dn: 0.512706 loss_class_aux_dn: 2.044115 loss_bbox_aux_dn: 0.947059 loss_giou_aux_dn: 2.794307 loss: 17.952908 eta: 41 days, 7:45:33 batch_cost: 0.8300 data_cost: 0.0231 ips: 9.6384 images/s [07/20 02:46:34] ppdet.engine INFO: Epoch: [1] [13100/54024] learning_rate: 0.000100 loss_class: 0.732957 loss_bbox: 0.149176 loss_giou: 0.601213 loss_class_aux: 4.603824 loss_bbox_aux: 0.976140 loss_giou_aux: 3.784168 loss_class_dn: 0.396170 loss_bbox_dn: 0.165246 loss_giou_dn: 0.528537 loss_class_aux_dn: 2.124187 loss_bbox_aux_dn: 0.935276 loss_giou_aux_dn: 2.899261 loss: 18.119627 eta: 41 days, 7:39:57 batch_cost: 0.8914 data_cost: 0.0402 ips: 8.9749 images/s [07/20 02:48:07] ppdet.engine INFO: Epoch: [1] [13200/54024] learning_rate: 0.000100 loss_class: 0.761285 loss_bbox: 0.148038 loss_giou: 0.602786 loss_class_aux: 4.774997 loss_bbox_aux: 0.973665 loss_giou_aux: 3.839498 loss_class_dn: 0.377951 loss_bbox_dn: 0.164694 loss_giou_dn: 0.545489 loss_class_aux_dn: 2.023558 loss_bbox_aux_dn: 0.963470 loss_giou_aux_dn: 2.972398 loss: 17.482460 eta: 41 days, 7:32:56 batch_cost: 0.8763 data_cost: 0.0265 ips: 9.1296 images/s [07/20 02:49:55] ppdet.engine INFO: Epoch: [1] [13300/54024] learning_rate: 0.000100 loss_class: 0.713351 loss_bbox: 0.145607 loss_giou: 0.577095 loss_class_aux: 4.488684 loss_bbox_aux: 0.931338 loss_giou_aux: 3.649468 loss_class_dn: 0.382408 loss_bbox_dn: 0.166515 loss_giou_dn: 0.508351 loss_class_aux_dn: 2.042449 loss_bbox_aux_dn: 0.983546 loss_giou_aux_dn: 2.774915 loss: 17.291828 eta: 41 days, 7:40:45 batch_cost: 1.0329 data_cost: 0.0521 ips: 7.7449 images/s [07/20 02:51:31] ppdet.engine INFO: Epoch: [1] [13400/54024] learning_rate: 0.000100 loss_class: 0.704932 loss_bbox: 0.136949 loss_giou: 0.509916 loss_class_aux: 4.476528 loss_bbox_aux: 0.895291 loss_giou_aux: 3.195452 loss_class_dn: 0.375600 loss_bbox_dn: 0.156465 loss_giou_dn: 0.465532 loss_class_aux_dn: 1.998882 loss_bbox_aux_dn: 0.911706 loss_giou_aux_dn: 2.523864 loss: 16.914445 eta: 41 days, 7:37:26 batch_cost: 0.9153 data_cost: 0.0477 ips: 8.7405 images/s [07/20 02:53:12] ppdet.engine INFO: Epoch: [1] [13500/54024] learning_rate: 0.000100 loss_class: 0.701306 loss_bbox: 0.138592 loss_giou: 0.584989 loss_class_aux: 4.352862 loss_bbox_aux: 0.907002 loss_giou_aux: 3.669863 loss_class_dn: 0.378452 loss_bbox_dn: 0.164318 loss_giou_dn: 0.521012 loss_class_aux_dn: 2.005194 loss_bbox_aux_dn: 0.925716 loss_giou_aux_dn: 2.783079 loss: 17.766795 eta: 41 days, 7:38:24 batch_cost: 0.9607 data_cost: 0.0010 ips: 8.3269 images/s [07/20 02:55:10] ppdet.engine INFO: Epoch: [1] [13600/54024] learning_rate: 0.000100 loss_class: 0.715957 loss_bbox: 0.147750 loss_giou: 0.554042 loss_class_aux: 4.566400 loss_bbox_aux: 0.935457 loss_giou_aux: 3.544959 loss_class_dn: 0.377196 loss_bbox_dn: 0.159381 loss_giou_dn: 0.523273 loss_class_aux_dn: 1.974943 loss_bbox_aux_dn: 0.898565 loss_giou_aux_dn: 2.823411 loss: 17.189763 eta: 41 days, 7:55:09 batch_cost: 1.1283 data_cost: 0.1496 ips: 7.0900 images/s [07/20 02:57:05] ppdet.engine INFO: Epoch: [1] [13700/54024] learning_rate: 0.000100 loss_class: 0.726079 loss_bbox: 0.148466 loss_giou: 0.562434 loss_class_aux: 4.540614 loss_bbox_aux: 0.979280 loss_giou_aux: 3.602947 loss_class_dn: 0.369269 loss_bbox_dn: 0.163316 loss_giou_dn: 0.502583 loss_class_aux_dn: 1.991614 loss_bbox_aux_dn: 0.945809 loss_giou_aux_dn: 2.713307 loss: 17.921721 eta: 41 days, 8:08:51 batch_cost: 1.0966 data_cost: 0.0036 ips: 7.2956 images/s [07/20 02:58:44] ppdet.engine INFO: Epoch: [1] [13800/54024] learning_rate: 0.000100 loss_class: 0.759146 loss_bbox: 0.142494 loss_giou: 0.603940 loss_class_aux: 4.795014 loss_bbox_aux: 0.921737 loss_giou_aux: 3.771414 loss_class_dn: 0.395155 loss_bbox_dn: 0.158299 loss_giou_dn: 0.542898 loss_class_aux_dn: 2.110349 loss_bbox_aux_dn: 0.908760 loss_giou_aux_dn: 2.935858 loss: 18.099157 eta: 41 days, 8:07:59 batch_cost: 0.9418 data_cost: 0.0010 ips: 8.4944 images/s [07/20 03:00:16] ppdet.engine INFO: Epoch: [1] [13900/54024] learning_rate: 0.000100 loss_class: 0.765909 loss_bbox: 0.144207 loss_giou: 0.609620 loss_class_aux: 4.736648 loss_bbox_aux: 0.924339 loss_giou_aux: 3.831014 loss_class_dn: 0.404848 loss_bbox_dn: 0.157413 loss_giou_dn: 0.542189 loss_class_aux_dn: 2.150331 loss_bbox_aux_dn: 0.930031 loss_giou_aux_dn: 2.927320 loss: 18.382709 eta: 41 days, 8:00:08 batch_cost: 0.8674 data_cost: 0.0535 ips: 9.2232 images/s [07/20 03:01:50] ppdet.engine INFO: Epoch: [1] [14000/54024] learning_rate: 0.000100 loss_class: 0.696361 loss_bbox: 0.136680 loss_giou: 0.597748 loss_class_aux: 4.349109 loss_bbox_aux: 0.889694 loss_giou_aux: 3.731959 loss_class_dn: 0.385030 loss_bbox_dn: 0.154205 loss_giou_dn: 0.525663 loss_class_aux_dn: 2.046467 loss_bbox_aux_dn: 0.881741 loss_giou_aux_dn: 2.842159 loss: 17.193572 eta: 41 days, 7:54:44 batch_cost: 0.8934 data_cost: 0.0341 ips: 8.9548 images/s [07/20 03:03:45] ppdet.engine INFO: Epoch: [1] [14100/54024] learning_rate: 0.000100 loss_class: 0.686516 loss_bbox: 0.136486 loss_giou: 0.511996 loss_class_aux: 4.288054 loss_bbox_aux: 0.877401 loss_giou_aux: 3.217766 loss_class_dn: 0.355728 loss_bbox_dn: 0.170659 loss_giou_dn: 0.467429 loss_class_aux_dn: 1.921094 loss_bbox_aux_dn: 0.973941 loss_giou_aux_dn: 2.522043 loss: 16.171785 eta: 41 days, 8:08:48 batch_cost: 1.1015 data_cost: 0.1459 ips: 7.2626 images/s [07/20 03:05:29] ppdet.engine INFO: Epoch: [1] [14200/54024] learning_rate: 0.000100 loss_class: 0.717505 loss_bbox: 0.141323 loss_giou: 0.619991 loss_class_aux: 4.510353 loss_bbox_aux: 0.915019 loss_giou_aux: 3.871176 loss_class_dn: 0.385821 loss_bbox_dn: 0.170396 loss_giou_dn: 0.540414 loss_class_aux_dn: 2.043370 loss_bbox_aux_dn: 0.969252 loss_giou_aux_dn: 2.895550 loss: 17.937967 eta: 41 days, 8:12:55 batch_cost: 0.9954 data_cost: 0.0150 ips: 8.0372 images/s [07/20 03:07:10] ppdet.engine INFO: Epoch: [1] [14300/54024] learning_rate: 0.000100 loss_class: 0.721167 loss_bbox: 0.142509 loss_giou: 0.577764 loss_class_aux: 4.567052 loss_bbox_aux: 0.927321 loss_giou_aux: 3.595760 loss_class_dn: 0.386390 loss_bbox_dn: 0.159345 loss_giou_dn: 0.521327 loss_class_aux_dn: 2.077404 loss_bbox_aux_dn: 0.901461 loss_giou_aux_dn: 2.831477 loss: 18.114430 eta: 41 days, 8:14:02 batch_cost: 0.9634 data_cost: 0.0381 ips: 8.3036 images/s [07/20 03:08:46] ppdet.engine INFO: Epoch: [1] [14400/54024] learning_rate: 0.000100 loss_class: 0.706250 loss_bbox: 0.134397 loss_giou: 0.500901 loss_class_aux: 4.502015 loss_bbox_aux: 0.896947 loss_giou_aux: 3.125826 loss_class_dn: 0.352001 loss_bbox_dn: 0.155558 loss_giou_dn: 0.464133 loss_class_aux_dn: 1.892488 loss_bbox_aux_dn: 0.894090 loss_giou_aux_dn: 2.526213 loss: 16.247724 eta: 41 days, 8:11:06 batch_cost: 0.9200 data_cost: 0.0010 ips: 8.6961 images/s [07/20 03:10:32] ppdet.engine INFO: Epoch: [1] [14500/54024] learning_rate: 0.000100 loss_class: 0.731393 loss_bbox: 0.146117 loss_giou: 0.606994 loss_class_aux: 4.598258 loss_bbox_aux: 0.982878 loss_giou_aux: 3.817216 loss_class_dn: 0.393322 loss_bbox_dn: 0.161883 loss_giou_dn: 0.545375 loss_class_aux_dn: 2.109931 loss_bbox_aux_dn: 0.924240 loss_giou_aux_dn: 2.955458 loss: 18.281091 eta: 41 days, 8:16:54 batch_cost: 1.0139 data_cost: 0.1452 ips: 7.8902 images/s [07/20 03:12:13] ppdet.engine INFO: Epoch: [1] [14600/54024] learning_rate: 0.000100 loss_class: 0.712773 loss_bbox: 0.133635 loss_giou: 0.544912 loss_class_aux: 4.427805 loss_bbox_aux: 0.871321 loss_giou_aux: 3.431010 loss_class_dn: 0.354317 loss_bbox_dn: 0.148217 loss_giou_dn: 0.491606 loss_class_aux_dn: 1.886731 loss_bbox_aux_dn: 0.858540 loss_giou_aux_dn: 2.639452 loss: 16.419574 eta: 41 days, 8:17:44 batch_cost: 0.9605 data_cost: 0.0238 ips: 8.3287 images/s [07/20 03:13:58] ppdet.engine INFO: Epoch: [1] [14700/54024] learning_rate: 0.000100 loss_class: 0.718972 loss_bbox: 0.143583 loss_giou: 0.580979 loss_class_aux: 4.493118 loss_bbox_aux: 0.902739 loss_giou_aux: 3.658181 loss_class_dn: 0.379323 loss_bbox_dn: 0.157860 loss_giou_dn: 0.524863 loss_class_aux_dn: 2.025701 loss_bbox_aux_dn: 0.898174 loss_giou_aux_dn: 2.825561 loss: 17.564095 eta: 41 days, 8:22:09 batch_cost: 0.9995 data_cost: 0.0012 ips: 8.0041 images/s [07/20 03:15:23] ppdet.engine INFO: Epoch: [1] [14800/54024] learning_rate: 0.000100 loss_class: 0.735088 loss_bbox: 0.147746 loss_giou: 0.589541 loss_class_aux: 4.660318 loss_bbox_aux: 0.969336 loss_giou_aux: 3.709674 loss_class_dn: 0.387341 loss_bbox_dn: 0.173297 loss_giou_dn: 0.527291 loss_class_aux_dn: 2.066655 loss_bbox_aux_dn: 0.993460 loss_giou_aux_dn: 2.839998 loss: 18.021012 eta: 41 days, 8:08:30 batch_cost: 0.8042 data_cost: 0.0010 ips: 9.9478 images/s [07/20 03:16:51] ppdet.engine INFO: Epoch: [1] [14900/54024] learning_rate: 0.000100 loss_class: 0.720607 loss_bbox: 0.137056 loss_giou: 0.572847 loss_class_aux: 4.509011 loss_bbox_aux: 0.887497 loss_giou_aux: 3.588580 loss_class_dn: 0.374766 loss_bbox_dn: 0.152514 loss_giou_dn: 0.497516 loss_class_aux_dn: 1.964294 loss_bbox_aux_dn: 0.890125 loss_giou_aux_dn: 2.699059 loss: 17.073544 eta: 41 days, 7:58:13 batch_cost: 0.8403 data_cost: 0.0095 ips: 9.5205 images/s [07/20 03:18:18] ppdet.engine INFO: Epoch: [1] [15000/54024] learning_rate: 0.000100 loss_class: 0.722019 loss_bbox: 0.140782 loss_giou: 0.577273 loss_class_aux: 4.570938 loss_bbox_aux: 0.905989 loss_giou_aux: 3.679106 loss_class_dn: 0.384318 loss_bbox_dn: 0.165616 loss_giou_dn: 0.542458 loss_class_aux_dn: 2.072894 loss_bbox_aux_dn: 0.924592 loss_giou_aux_dn: 2.922712 loss: 17.438929 eta: 41 days, 7:46:01 batch_cost: 0.8193 data_cost: 0.0010 ips: 9.7644 images/s [07/20 03:19:53] ppdet.engine INFO: Epoch: [1] [15100/54024] learning_rate: 0.000100 loss_class: 0.769886 loss_bbox: 0.147819 loss_giou: 0.587204 loss_class_aux: 4.776561 loss_bbox_aux: 0.930515 loss_giou_aux: 3.676320 loss_class_dn: 0.398803 loss_bbox_dn: 0.172837 loss_giou_dn: 0.542227 loss_class_aux_dn: 2.107918 loss_bbox_aux_dn: 0.982157 loss_giou_aux_dn: 2.965572 loss: 18.725774 eta: 41 days, 7:41:49 batch_cost: 0.9058 data_cost: 0.0013 ips: 8.8323 images/s [07/20 03:21:22] ppdet.engine INFO: Epoch: [1] [15200/54024] learning_rate: 0.000100 loss_class: 0.701731 loss_bbox: 0.138313 loss_giou: 0.604220 loss_class_aux: 4.358399 loss_bbox_aux: 0.896984 loss_giou_aux: 3.778660 loss_class_dn: 0.354024 loss_bbox_dn: 0.162284 loss_giou_dn: 0.528730 loss_class_aux_dn: 1.887208 loss_bbox_aux_dn: 0.943213 loss_giou_aux_dn: 2.817438 loss: 16.740641 eta: 41 days, 7:31:27 batch_cost: 0.8387 data_cost: 0.0217 ips: 9.5386 images/s [07/20 03:23:08] ppdet.engine INFO: Epoch: [1] [15300/54024] learning_rate: 0.000100 loss_class: 0.753555 loss_bbox: 0.134614 loss_giou: 0.592775 loss_class_aux: 4.720363 loss_bbox_aux: 0.903463 loss_giou_aux: 3.699388 loss_class_dn: 0.398823 loss_bbox_dn: 0.163691 loss_giou_dn: 0.517435 loss_class_aux_dn: 2.139313 loss_bbox_aux_dn: 0.945400 loss_giou_aux_dn: 2.821254 loss: 18.097423 eta: 41 days, 7:37:16 batch_cost: 1.0147 data_cost: 0.0341 ips: 7.8843 images/s [07/20 03:25:00] ppdet.engine INFO: Epoch: [1] [15400/54024] learning_rate: 0.000100 loss_class: 0.746986 loss_bbox: 0.156096 loss_giou: 0.587354 loss_class_aux: 4.715465 loss_bbox_aux: 0.971065 loss_giou_aux: 3.605564 loss_class_dn: 0.385956 loss_bbox_dn: 0.167837 loss_giou_dn: 0.517079 loss_class_aux_dn: 2.071025 loss_bbox_aux_dn: 0.939837 loss_giou_aux_dn: 2.821032 loss: 18.111771 eta: 41 days, 7:48:10 batch_cost: 1.0701 data_cost: 0.1735 ips: 7.4756 images/s [07/20 03:26:27] ppdet.engine INFO: Epoch: [1] [15500/54024] learning_rate: 0.000100 loss_class: 0.711785 loss_bbox: 0.142764 loss_giou: 0.572339 loss_class_aux: 4.475273 loss_bbox_aux: 0.947148 loss_giou_aux: 3.597781 loss_class_dn: 0.382402 loss_bbox_dn: 0.162863 loss_giou_dn: 0.512793 loss_class_aux_dn: 2.009692 loss_bbox_aux_dn: 0.919056 loss_giou_aux_dn: 2.792145 loss: 18.175475 eta: 41 days, 7:36:29 batch_cost: 0.8240 data_cost: 0.0330 ips: 9.7082 images/s [07/20 03:28:13] ppdet.engine INFO: Epoch: [1] [15600/54024] learning_rate: 0.000100 loss_class: 0.707733 loss_bbox: 0.132930 loss_giou: 0.624754 loss_class_aux: 4.367070 loss_bbox_aux: 0.872227 loss_giou_aux: 3.930620 loss_class_dn: 0.380441 loss_bbox_dn: 0.164678 loss_giou_dn: 0.541032 loss_class_aux_dn: 2.005986 loss_bbox_aux_dn: 0.937806 loss_giou_aux_dn: 2.934162 loss: 17.684825 eta: 41 days, 7:42:02 batch_cost: 1.0122 data_cost: 0.0858 ips: 7.9036 images/s [07/20 03:29:55] ppdet.engine INFO: Epoch: [1] [15700/54024] learning_rate: 0.000100 loss_class: 0.728268 loss_bbox: 0.146254 loss_giou: 0.545462 loss_class_aux: 4.582169 loss_bbox_aux: 0.957592 loss_giou_aux: 3.369179 loss_class_dn: 0.373571 loss_bbox_dn: 0.161077 loss_giou_dn: 0.473937 loss_class_aux_dn: 2.001517 loss_bbox_aux_dn: 0.930185 loss_giou_aux_dn: 2.603696 loss: 17.255359 eta: 41 days, 7:43:49 batch_cost: 0.9712 data_cost: 0.0315 ips: 8.2370 images/s [07/20 03:31:35] ppdet.engine INFO: Epoch: [1] [15800/54024] learning_rate: 0.000100 loss_class: 0.704252 loss_bbox: 0.142136 loss_giou: 0.528786 loss_class_aux: 4.483216 loss_bbox_aux: 0.942230 loss_giou_aux: 3.308611 loss_class_dn: 0.377547 loss_bbox_dn: 0.158618 loss_giou_dn: 0.483041 loss_class_aux_dn: 1.998935 loss_bbox_aux_dn: 0.905088 loss_giou_aux_dn: 2.669743 loss: 17.062638 eta: 41 days, 7:44:35 batch_cost: 0.9600 data_cost: 0.0234 ips: 8.3336 images/s [07/20 03:33:15] ppdet.engine INFO: Epoch: [1] [15900/54024] learning_rate: 0.000100 loss_class: 0.718946 loss_bbox: 0.147532 loss_giou: 0.540990 loss_class_aux: 4.505030 loss_bbox_aux: 0.947516 loss_giou_aux: 3.329125 loss_class_dn: 0.372352 loss_bbox_dn: 0.162147 loss_giou_dn: 0.490441 loss_class_aux_dn: 1.985986 loss_bbox_aux_dn: 0.955505 loss_giou_aux_dn: 2.698254 loss: 17.143915 eta: 41 days, 7:44:09 batch_cost: 0.9470 data_cost: 0.0011 ips: 8.4477 images/s [07/20 03:34:49] ppdet.engine INFO: Epoch: [1] [16000/54024] learning_rate: 0.000100 loss_class: 0.746087 loss_bbox: 0.145310 loss_giou: 0.550395 loss_class_aux: 4.783425 loss_bbox_aux: 0.904658 loss_giou_aux: 3.484150 loss_class_dn: 0.387526 loss_bbox_dn: 0.156617 loss_giou_dn: 0.508884 loss_class_aux_dn: 2.071358 loss_bbox_aux_dn: 0.920644 loss_giou_aux_dn: 2.807919 loss: 17.501922 eta: 41 days, 7:39:06 batch_cost: 0.8963 data_cost: 0.0040 ips: 8.9255 images/s [07/20 03:36:17] ppdet.engine INFO: Epoch: [1] [16100/54024] learning_rate: 0.000100 loss_class: 0.792113 loss_bbox: 0.151589 loss_giou: 0.592275 loss_class_aux: 4.983528 loss_bbox_aux: 0.989466 loss_giou_aux: 3.705588 loss_class_dn: 0.413378 loss_bbox_dn: 0.174698 loss_giou_dn: 0.532078 loss_class_aux_dn: 2.188587 loss_bbox_aux_dn: 0.995623 loss_giou_aux_dn: 2.901023 loss: 18.815866 eta: 41 days, 7:28:06 batch_cost: 0.8306 data_cost: 0.0302 ips: 9.6312 images/s [07/20 03:37:46] ppdet.engine INFO: Epoch: [1] [16200/54024] learning_rate: 0.000100 loss_class: 0.742649 loss_bbox: 0.140693 loss_giou: 0.581931 loss_class_aux: 4.640041 loss_bbox_aux: 0.901292 loss_giou_aux: 3.679728 loss_class_dn: 0.387592 loss_bbox_dn: 0.157907 loss_giou_dn: 0.512353 loss_class_aux_dn: 2.047359 loss_bbox_aux_dn: 0.937783 loss_giou_aux_dn: 2.738977 loss: 17.458250 eta: 41 days, 7:18:30 batch_cost: 0.8457 data_cost: 0.0409 ips: 9.4594 images/s [07/20 03:39:14] ppdet.engine INFO: Epoch: [1] [16300/54024] learning_rate: 0.000100 loss_class: 0.736355 loss_bbox: 0.139889 loss_giou: 0.595790 loss_class_aux: 4.619203 loss_bbox_aux: 0.894964 loss_giou_aux: 3.737732 loss_class_dn: 0.396865 loss_bbox_dn: 0.164125 loss_giou_dn: 0.539328 loss_class_aux_dn: 2.111062 loss_bbox_aux_dn: 0.946196 loss_giou_aux_dn: 2.946000 loss: 18.296808 eta: 41 days, 7:07:36 batch_cost: 0.8312 data_cost: 0.0110 ips: 9.6247 images/s [07/20 03:40:47] ppdet.engine INFO: Epoch: [1] [16400/54024] learning_rate: 0.000100 loss_class: 0.758495 loss_bbox: 0.139073 loss_giou: 0.609696 loss_class_aux: 4.693925 loss_bbox_aux: 0.903297 loss_giou_aux: 3.905799 loss_class_dn: 0.410438 loss_bbox_dn: 0.153764 loss_giou_dn: 0.552152 loss_class_aux_dn: 2.173072 loss_bbox_aux_dn: 0.901071 loss_giou_aux_dn: 2.992580 loss: 18.802208 eta: 41 days, 7:00:38 batch_cost: 0.8742 data_cost: 0.0010 ips: 9.1509 images/s [07/20 03:42:14] ppdet.engine INFO: Epoch: [1] [16500/54024] learning_rate: 0.000100 loss_class: 0.708609 loss_bbox: 0.135460 loss_giou: 0.564596 loss_class_aux: 4.400948 loss_bbox_aux: 0.888517 loss_giou_aux: 3.575073 loss_class_dn: 0.384427 loss_bbox_dn: 0.159285 loss_giou_dn: 0.525252 loss_class_aux_dn: 2.049570 loss_bbox_aux_dn: 0.918693 loss_giou_aux_dn: 2.833040 loss: 17.820415 eta: 41 days, 6:49:00 batch_cost: 0.8224 data_cost: 0.0010 ips: 9.7271 images/s [07/20 03:43:57] ppdet.engine INFO: Epoch: [1] [16600/54024] learning_rate: 0.000100 loss_class: 0.719297 loss_bbox: 0.142530 loss_giou: 0.561532 loss_class_aux: 4.467324 loss_bbox_aux: 0.950810 loss_giou_aux: 3.560811 loss_class_dn: 0.370061 loss_bbox_dn: 0.176723 loss_giou_dn: 0.506269 loss_class_aux_dn: 1.959378 loss_bbox_aux_dn: 1.009648 loss_giou_aux_dn: 2.750116 loss: 17.303502 eta: 41 days, 6:52:26 batch_cost: 0.9893 data_cost: 0.0010 ips: 8.0867 images/s [07/20 03:45:24] ppdet.engine INFO: Epoch: [1] [16700/54024] learning_rate: 0.000100 loss_class: 0.745180 loss_bbox: 0.131070 loss_giou: 0.591255 loss_class_aux: 4.635789 loss_bbox_aux: 0.878365 loss_giou_aux: 3.702605 loss_class_dn: 0.378626 loss_bbox_dn: 0.154231 loss_giou_dn: 0.511751 loss_class_aux_dn: 2.024758 loss_bbox_aux_dn: 0.878241 loss_giou_aux_dn: 2.748560 loss: 17.581988 eta: 41 days, 6:40:07 batch_cost: 0.8145 data_cost: 0.0146 ips: 9.8221 images/s [07/20 03:47:15] ppdet.engine INFO: Epoch: [1] [16800/54024] learning_rate: 0.000100 loss_class: 0.722088 loss_bbox: 0.137507 loss_giou: 0.537457 loss_class_aux: 4.504212 loss_bbox_aux: 0.887179 loss_giou_aux: 3.345035 loss_class_dn: 0.376051 loss_bbox_dn: 0.157442 loss_giou_dn: 0.494552 loss_class_aux_dn: 1.992955 loss_bbox_aux_dn: 0.892657 loss_giou_aux_dn: 2.696753 loss: 17.547074 eta: 41 days, 6:50:40 batch_cost: 1.0687 data_cost: 0.1135 ips: 7.4858 images/s [07/20 03:48:48] ppdet.engine INFO: Epoch: [1] [16900/54024] learning_rate: 0.000100 loss_class: 0.720496 loss_bbox: 0.136541 loss_giou: 0.587467 loss_class_aux: 4.510080 loss_bbox_aux: 0.894105 loss_giou_aux: 3.612960 loss_class_dn: 0.386155 loss_bbox_dn: 0.151769 loss_giou_dn: 0.516934 loss_class_aux_dn: 2.056261 loss_bbox_aux_dn: 0.843149 loss_giou_aux_dn: 2.795147 loss: 17.661749 eta: 41 days, 6:44:00 batch_cost: 0.8771 data_cost: 0.0013 ips: 9.1211 images/s [07/20 03:50:17] ppdet.engine INFO: Epoch: [1] [17000/54024] learning_rate: 0.000100 loss_class: 0.751923 loss_bbox: 0.146486 loss_giou: 0.619604 loss_class_aux: 4.678643 loss_bbox_aux: 0.937077 loss_giou_aux: 3.902039 loss_class_dn: 0.412124 loss_bbox_dn: 0.162559 loss_giou_dn: 0.555915 loss_class_aux_dn: 2.171510 loss_bbox_aux_dn: 0.925468 loss_giou_aux_dn: 3.012064 loss: 18.379182 eta: 41 days, 6:34:36 batch_cost: 0.8464 data_cost: 0.0247 ips: 9.4523 images/s [07/20 03:51:57] ppdet.engine INFO: Epoch: [1] [17100/54024] learning_rate: 0.000100 loss_class: 0.705902 loss_bbox: 0.134387 loss_giou: 0.540244 loss_class_aux: 4.446367 loss_bbox_aux: 0.878292 loss_giou_aux: 3.458346 loss_class_dn: 0.363139 loss_bbox_dn: 0.156772 loss_giou_dn: 0.511364 loss_class_aux_dn: 1.912541 loss_bbox_aux_dn: 0.890102 loss_giou_aux_dn: 2.783005 loss: 17.041126 eta: 41 days, 6:33:51 batch_cost: 0.9429 data_cost: 0.0010 ips: 8.4841 images/s [07/20 03:53:29] ppdet.engine INFO: Epoch: [1] [17200/54024] learning_rate: 0.000100 loss_class: 0.743486 loss_bbox: 0.138922 loss_giou: 0.600482 loss_class_aux: 4.646429 loss_bbox_aux: 0.901497 loss_giou_aux: 3.719862 loss_class_dn: 0.392918 loss_bbox_dn: 0.158220 loss_giou_dn: 0.526557 loss_class_aux_dn: 2.079657 loss_bbox_aux_dn: 0.939260 loss_giou_aux_dn: 2.833803 loss: 17.849930 eta: 41 days, 6:26:22 batch_cost: 0.8675 data_cost: 0.0010 ips: 9.2220 images/s [07/20 03:55:03] ppdet.engine INFO: Epoch: [1] [17300/54024] learning_rate: 0.000100 loss_class: 0.755180 loss_bbox: 0.137307 loss_giou: 0.601511 loss_class_aux: 4.695733 loss_bbox_aux: 0.912644 loss_giou_aux: 3.745741 loss_class_dn: 0.399615 loss_bbox_dn: 0.155508 loss_giou_dn: 0.540270 loss_class_aux_dn: 2.141559 loss_bbox_aux_dn: 0.879461 loss_giou_aux_dn: 2.925883 loss: 17.869868 eta: 41 days, 6:21:32 batch_cost: 0.8971 data_cost: 0.0187 ips: 8.9177 images/s [07/20 03:56:37] ppdet.engine INFO: Epoch: [1] [17400/54024] learning_rate: 0.000100 loss_class: 0.715328 loss_bbox: 0.137675 loss_giou: 0.583364 loss_class_aux: 4.554113 loss_bbox_aux: 0.879724 loss_giou_aux: 3.662014 loss_class_dn: 0.387581 loss_bbox_dn: 0.154146 loss_giou_dn: 0.505484 loss_class_aux_dn: 2.056082 loss_bbox_aux_dn: 0.887192 loss_giou_aux_dn: 2.802120 loss: 17.663467 eta: 41 days, 6:16:20 batch_cost: 0.8927 data_cost: 0.0710 ips: 8.9614 images/s [07/20 03:58:10] ppdet.engine INFO: Epoch: [1] [17500/54024] learning_rate: 0.000100 loss_class: 0.718989 loss_bbox: 0.139939 loss_giou: 0.583200 loss_class_aux: 4.553960 loss_bbox_aux: 0.917030 loss_giou_aux: 3.718426 loss_class_dn: 0.384453 loss_bbox_dn: 0.168386 loss_giou_dn: 0.519640 loss_class_aux_dn: 2.041653 loss_bbox_aux_dn: 0.956209 loss_giou_aux_dn: 2.836130 loss: 18.087905 eta: 41 days, 6:10:15 batch_cost: 0.8828 data_cost: 0.0272 ips: 9.0621 images/s [07/20 03:59:43] ppdet.engine INFO: Epoch: [1] [17600/54024] learning_rate: 0.000100 loss_class: 0.754632 loss_bbox: 0.145935 loss_giou: 0.627948 loss_class_aux: 4.683718 loss_bbox_aux: 0.952746 loss_giou_aux: 3.910488 loss_class_dn: 0.402194 loss_bbox_dn: 0.157969 loss_giou_dn: 0.561569 loss_class_aux_dn: 2.129045 loss_bbox_aux_dn: 0.906400 loss_giou_aux_dn: 3.050810 loss: 19.054008 eta: 41 days, 6:04:19 batch_cost: 0.8843 data_cost: 0.0010 ips: 9.0465 images/s [07/20 04:01:14] ppdet.engine INFO: Epoch: [1] [17700/54024] learning_rate: 0.000100 loss_class: 0.697829 loss_bbox: 0.131192 loss_giou: 0.553742 loss_class_aux: 4.368062 loss_bbox_aux: 0.866297 loss_giou_aux: 3.460366 loss_class_dn: 0.370899 loss_bbox_dn: 0.153423 loss_giou_dn: 0.492947 loss_class_aux_dn: 1.953040 loss_bbox_aux_dn: 0.887231 loss_giou_aux_dn: 2.642576 loss: 16.587439 eta: 41 days, 5:56:51 batch_cost: 0.8670 data_cost: 0.0427 ips: 9.2275 images/s [07/20 04:02:50] ppdet.engine INFO: Epoch: [1] [17800/54024] learning_rate: 0.000100 loss_class: 0.693248 loss_bbox: 0.141941 loss_giou: 0.545623 loss_class_aux: 4.377476 loss_bbox_aux: 0.914665 loss_giou_aux: 3.422768 loss_class_dn: 0.374880 loss_bbox_dn: 0.167010 loss_giou_dn: 0.483598 loss_class_aux_dn: 2.007719 loss_bbox_aux_dn: 0.964658 loss_giou_aux_dn: 2.654575 loss: 17.135643 eta: 41 days, 5:53:39 batch_cost: 0.9149 data_cost: 0.0179 ips: 8.7444 images/s [07/20 04:04:22] ppdet.engine INFO: Epoch: [1] [17900/54024] learning_rate: 0.000100 loss_class: 0.702947 loss_bbox: 0.139282 loss_giou: 0.555430 loss_class_aux: 4.344860 loss_bbox_aux: 0.907729 loss_giou_aux: 3.435761 loss_class_dn: 0.370045 loss_bbox_dn: 0.147058 loss_giou_dn: 0.499342 loss_class_aux_dn: 1.923512 loss_bbox_aux_dn: 0.844359 loss_giou_aux_dn: 2.682101 loss: 16.748805 eta: 41 days, 5:46:26 batch_cost: 0.8693 data_cost: 0.0387 ips: 9.2027 images/s [07/20 04:05:58] ppdet.engine INFO: Epoch: [1] [18000/54024] learning_rate: 0.000100 loss_class: 0.736918 loss_bbox: 0.143131 loss_giou: 0.612123 loss_class_aux: 4.534817 loss_bbox_aux: 0.934048 loss_giou_aux: 3.867095 loss_class_dn: 0.393465 loss_bbox_dn: 0.168871 loss_giou_dn: 0.544462 loss_class_aux_dn: 2.068287 loss_bbox_aux_dn: 0.974960 loss_giou_aux_dn: 2.910392 loss: 17.750799 eta: 41 days, 5:43:31 batch_cost: 0.9180 data_cost: 0.0545 ips: 8.7145 images/s [07/20 04:07:28] ppdet.engine INFO: Epoch: [1] [18100/54024] learning_rate: 0.000100 loss_class: 0.778811 loss_bbox: 0.151385 loss_giou: 0.641405 loss_class_aux: 4.851444 loss_bbox_aux: 0.985590 loss_giou_aux: 4.055049 loss_class_dn: 0.417144 loss_bbox_dn: 0.167141 loss_giou_dn: 0.563448 loss_class_aux_dn: 2.224423 loss_bbox_aux_dn: 0.906482 loss_giou_aux_dn: 3.055621 loss: 19.163153 eta: 41 days, 5:34:44 batch_cost: 0.8512 data_cost: 0.0403 ips: 9.3985 images/s [07/20 04:08:56] ppdet.engine INFO: Epoch: [1] [18200/54024] learning_rate: 0.000100 loss_class: 0.745233 loss_bbox: 0.141040 loss_giou: 0.563530 loss_class_aux: 4.667538 loss_bbox_aux: 0.942211 loss_giou_aux: 3.611994 loss_class_dn: 0.396067 loss_bbox_dn: 0.157995 loss_giou_dn: 0.523560 loss_class_aux_dn: 2.096121 loss_bbox_aux_dn: 0.902206 loss_giou_aux_dn: 2.853193 loss: 18.085532 eta: 41 days, 5:24:28 batch_cost: 0.8344 data_cost: 0.0175 ips: 9.5882 images/s [07/20 04:10:36] ppdet.engine INFO: Epoch: [1] [18300/54024] learning_rate: 0.000100 loss_class: 0.708858 loss_bbox: 0.137208 loss_giou: 0.603703 loss_class_aux: 4.462598 loss_bbox_aux: 0.883191 loss_giou_aux: 3.826488 loss_class_dn: 0.372244 loss_bbox_dn: 0.161477 loss_giou_dn: 0.552651 loss_class_aux_dn: 1.995628 loss_bbox_aux_dn: 0.935208 loss_giou_aux_dn: 2.932172 loss: 17.878118 eta: 41 days, 5:24:23 batch_cost: 0.9498 data_cost: 0.0345 ips: 8.4230 images/s [07/20 04:12:05] ppdet.engine INFO: Epoch: [1] [18400/54024] learning_rate: 0.000100 loss_class: 0.732358 loss_bbox: 0.137746 loss_giou: 0.592402 loss_class_aux: 4.548671 loss_bbox_aux: 0.918962 loss_giou_aux: 3.851878 loss_class_dn: 0.389057 loss_bbox_dn: 0.157661 loss_giou_dn: 0.529936 loss_class_aux_dn: 2.037892 loss_bbox_aux_dn: 0.873813 loss_giou_aux_dn: 2.843011 loss: 17.905780 eta: 41 days, 5:15:16 batch_cost: 0.8469 data_cost: 0.0010 ips: 9.4458 images/s [07/20 04:13:41] ppdet.engine INFO: Epoch: [1] [18500/54024] learning_rate: 0.000100 loss_class: 0.692132 loss_bbox: 0.140783 loss_giou: 0.590314 loss_class_aux: 4.309153 loss_bbox_aux: 0.916571 loss_giou_aux: 3.728252 loss_class_dn: 0.390611 loss_bbox_dn: 0.157943 loss_giou_dn: 0.524696 loss_class_aux_dn: 2.058891 loss_bbox_aux_dn: 0.918976 loss_giou_aux_dn: 2.847367 loss: 17.699505 eta: 41 days, 5:10:54 batch_cost: 0.9009 data_cost: 0.0010 ips: 8.8797 images/s [07/20 04:15:20] ppdet.engine INFO: Epoch: [1] [18600/54024] learning_rate: 0.000100 loss_class: 0.719780 loss_bbox: 0.138683 loss_giou: 0.591845 loss_class_aux: 4.500599 loss_bbox_aux: 0.919050 loss_giou_aux: 3.739300 loss_class_dn: 0.383173 loss_bbox_dn: 0.147983 loss_giou_dn: 0.525846 loss_class_aux_dn: 2.027788 loss_bbox_aux_dn: 0.859279 loss_giou_aux_dn: 2.850283 loss: 17.688032 eta: 41 days, 5:10:37 batch_cost: 0.9473 data_cost: 0.0427 ips: 8.4450 images/s [07/20 04:16:51] ppdet.engine INFO: Epoch: [1] [18700/54024] learning_rate: 0.000100 loss_class: 0.748253 loss_bbox: 0.147071 loss_giou: 0.575055 loss_class_aux: 4.660739 loss_bbox_aux: 0.957977 loss_giou_aux: 3.585796 loss_class_dn: 0.383846 loss_bbox_dn: 0.163993 loss_giou_dn: 0.511301 loss_class_aux_dn: 2.050771 loss_bbox_aux_dn: 0.936939 loss_giou_aux_dn: 2.795565 loss: 17.370139 eta: 41 days, 5:02:35 batch_cost: 0.8589 data_cost: 0.0188 ips: 9.3142 images/s [07/20 04:18:26] ppdet.engine INFO: Epoch: [1] [18800/54024] learning_rate: 0.000100 loss_class: 0.718385 loss_bbox: 0.138602 loss_giou: 0.617295 loss_class_aux: 4.522497 loss_bbox_aux: 0.903000 loss_giou_aux: 3.944089 loss_class_dn: 0.390062 loss_bbox_dn: 0.158824 loss_giou_dn: 0.535645 loss_class_aux_dn: 2.109165 loss_bbox_aux_dn: 0.894516 loss_giou_aux_dn: 2.936771 loss: 17.920665 eta: 41 days, 4:58:25 batch_cost: 0.9030 data_cost: 0.0515 ips: 8.8592 images/s [07/20 04:20:05] ppdet.engine INFO: Epoch: [1] [18900/54024] learning_rate: 0.000100 loss_class: 0.714837 loss_bbox: 0.136360 loss_giou: 0.563630 loss_class_aux: 4.515452 loss_bbox_aux: 0.873879 loss_giou_aux: 3.561933 loss_class_dn: 0.373267 loss_bbox_dn: 0.152745 loss_giou_dn: 0.501535 loss_class_aux_dn: 2.020738 loss_bbox_aux_dn: 0.870554 loss_giou_aux_dn: 2.733672 loss: 17.564668 eta: 41 days, 4:58:03 batch_cost: 0.9463 data_cost: 0.0065 ips: 8.4544 images/s [07/20 04:21:44] ppdet.engine INFO: Epoch: [1] [19000/54024] learning_rate: 0.000100 loss_class: 0.713590 loss_bbox: 0.138240 loss_giou: 0.583283 loss_class_aux: 4.571057 loss_bbox_aux: 0.919832 loss_giou_aux: 3.625330 loss_class_dn: 0.382847 loss_bbox_dn: 0.158367 loss_giou_dn: 0.511029 loss_class_aux_dn: 2.045217 loss_bbox_aux_dn: 0.906569 loss_giou_aux_dn: 2.804241 loss: 17.902766 eta: 41 days, 4:57:13 batch_cost: 0.9411 data_cost: 0.0173 ips: 8.5003 images/s [07/20 04:23:35] ppdet.engine INFO: Epoch: [1] [19100/54024] learning_rate: 0.000100 loss_class: 0.715495 loss_bbox: 0.143693 loss_giou: 0.619315 loss_class_aux: 4.561904 loss_bbox_aux: 0.917005 loss_giou_aux: 3.891456 loss_class_dn: 0.390554 loss_bbox_dn: 0.155248 loss_giou_dn: 0.518639 loss_class_aux_dn: 2.073179 loss_bbox_aux_dn: 0.869359 loss_giou_aux_dn: 2.828419 loss: 17.908142 eta: 41 days, 5:07:01 batch_cost: 1.0633 data_cost: 0.2368 ips: 7.5240 images/s [07/20 04:25:17] ppdet.engine INFO: Epoch: [1] [19200/54024] learning_rate: 0.000100 loss_class: 0.700657 loss_bbox: 0.135763 loss_giou: 0.540560 loss_class_aux: 4.386909 loss_bbox_aux: 0.853574 loss_giou_aux: 3.371871 loss_class_dn: 0.365585 loss_bbox_dn: 0.156272 loss_giou_dn: 0.499860 loss_class_aux_dn: 1.938044 loss_bbox_aux_dn: 0.875027 loss_giou_aux_dn: 2.757389 loss: 17.374628 eta: 41 days, 5:09:38 batch_cost: 0.9810 data_cost: 0.0222 ips: 8.1548 images/s [07/20 04:26:42] ppdet.engine INFO: Epoch: [1] [19300/54024] learning_rate: 0.000100 loss_class: 0.710763 loss_bbox: 0.144461 loss_giou: 0.561392 loss_class_aux: 4.462019 loss_bbox_aux: 0.950247 loss_giou_aux: 3.527258 loss_class_dn: 0.386292 loss_bbox_dn: 0.162854 loss_giou_dn: 0.494116 loss_class_aux_dn: 2.041381 loss_bbox_aux_dn: 0.955538 loss_giou_aux_dn: 2.664892 loss: 17.204216 eta: 41 days, 4:56:50 batch_cost: 0.8035 data_cost: 0.0010 ips: 9.9569 images/s [07/20 04:28:22] ppdet.engine INFO: Epoch: [1] [19400/54024] learning_rate: 0.000100 loss_class: 0.769610 loss_bbox: 0.143478 loss_giou: 0.600116 loss_class_aux: 4.869404 loss_bbox_aux: 0.930131 loss_giou_aux: 3.731468 loss_class_dn: 0.400312 loss_bbox_dn: 0.164893 loss_giou_dn: 0.531920 loss_class_aux_dn: 2.160325 loss_bbox_aux_dn: 0.953359 loss_giou_aux_dn: 2.877126 loss: 18.476904 eta: 41 days, 4:57:05 batch_cost: 0.9536 data_cost: 0.1220 ips: 8.3889 images/s [07/20 04:29:57] ppdet.engine INFO: Epoch: [1] [19500/54024] learning_rate: 0.000100 loss_class: 0.791773 loss_bbox: 0.145227 loss_giou: 0.609658 loss_class_aux: 4.850570 loss_bbox_aux: 0.957585 loss_giou_aux: 3.774092 loss_class_dn: 0.420589 loss_bbox_dn: 0.170120 loss_giou_dn: 0.534057 loss_class_aux_dn: 2.246821 loss_bbox_aux_dn: 0.989259 loss_giou_aux_dn: 2.905814 loss: 18.669372 eta: 41 days, 4:53:23 batch_cost: 0.9082 data_cost: 0.0855 ips: 8.8086 images/s [07/20 04:31:42] ppdet.engine INFO: Epoch: [1] [19600/54024] learning_rate: 0.000100 loss_class: 0.738540 loss_bbox: 0.133413 loss_giou: 0.564035 loss_class_aux: 4.529593 loss_bbox_aux: 0.872808 loss_giou_aux: 3.549183 loss_class_dn: 0.381970 loss_bbox_dn: 0.153263 loss_giou_dn: 0.499632 loss_class_aux_dn: 2.035166 loss_bbox_aux_dn: 0.893926 loss_giou_aux_dn: 2.686986 loss: 17.346722 eta: 41 days, 4:57:47 batch_cost: 1.0017 data_cost: 0.0010 ips: 7.9867 images/s [07/20 04:33:26] ppdet.engine INFO: Epoch: [1] [19700/54024] learning_rate: 0.000100 loss_class: 0.714329 loss_bbox: 0.143665 loss_giou: 0.562306 loss_class_aux: 4.517568 loss_bbox_aux: 0.901418 loss_giou_aux: 3.482733 loss_class_dn: 0.381676 loss_bbox_dn: 0.155386 loss_giou_dn: 0.487777 loss_class_aux_dn: 2.039535 loss_bbox_aux_dn: 0.905815 loss_giou_aux_dn: 2.646912 loss: 17.516283 eta: 41 days, 5:01:02 batch_cost: 0.9887 data_cost: 0.0421 ips: 8.0915 images/s [07/20 04:35:15] ppdet.engine INFO: Epoch: [1] [19800/54024] learning_rate: 0.000100 loss_class: 0.724039 loss_bbox: 0.140118 loss_giou: 0.576275 loss_class_aux: 4.543543 loss_bbox_aux: 0.927580 loss_giou_aux: 3.693458 loss_class_dn: 0.393447 loss_bbox_dn: 0.158239 loss_giou_dn: 0.502027 loss_class_aux_dn: 2.091084 loss_bbox_aux_dn: 0.924685 loss_giou_aux_dn: 2.753399 loss: 17.815644 eta: 41 days, 5:09:22 batch_cost: 1.0478 data_cost: 0.0246 ips: 7.6351 images/s [07/20 04:36:39] ppdet.engine INFO: Epoch: [1] [19900/54024] learning_rate: 0.000100 loss_class: 0.758615 loss_bbox: 0.142716 loss_giou: 0.574243 loss_class_aux: 4.725665 loss_bbox_aux: 0.930901 loss_giou_aux: 3.604839 loss_class_dn: 0.400143 loss_bbox_dn: 0.173173 loss_giou_dn: 0.514067 loss_class_aux_dn: 2.129158 loss_bbox_aux_dn: 0.986624 loss_giou_aux_dn: 2.776228 loss: 18.266121 eta: 41 days, 4:55:36 batch_cost: 0.7913 data_cost: 0.0012 ips: 10.1100 images/s [07/20 04:38:24] ppdet.engine INFO: Epoch: [1] [20000/54024] learning_rate: 0.000100 loss_class: 0.723149 loss_bbox: 0.133845 loss_giou: 0.561567 loss_class_aux: 4.447170 loss_bbox_aux: 0.860651 loss_giou_aux: 3.542306 loss_class_dn: 0.384837 loss_bbox_dn: 0.151787 loss_giou_dn: 0.512902 loss_class_aux_dn: 2.027735 loss_bbox_aux_dn: 0.867845 loss_giou_aux_dn: 2.769288 loss: 17.104256 eta: 41 days, 5:00:58 batch_cost: 1.0136 data_cost: 0.1329 ips: 7.8924 images/s [07/20 04:40:01] ppdet.engine INFO: Epoch: [1] [20100/54024] learning_rate: 0.000100 loss_class: 0.720008 loss_bbox: 0.131266 loss_giou: 0.563383 loss_class_aux: 4.496385 loss_bbox_aux: 0.844136 loss_giou_aux: 3.560836 loss_class_dn: 0.383282 loss_bbox_dn: 0.152963 loss_giou_dn: 0.511500 loss_class_aux_dn: 2.036472 loss_bbox_aux_dn: 0.872608 loss_giou_aux_dn: 2.793446 loss: 17.738135 eta: 41 days, 4:58:24 batch_cost: 0.9213 data_cost: 0.0085 ips: 8.6837 images/s [07/20 04:41:38] ppdet.engine INFO: Epoch: [1] [20200/54024] learning_rate: 0.000100 loss_class: 0.689995 loss_bbox: 0.133447 loss_giou: 0.522932 loss_class_aux: 4.318610 loss_bbox_aux: 0.880563 loss_giou_aux: 3.309617 loss_class_dn: 0.367220 loss_bbox_dn: 0.157552 loss_giou_dn: 0.480692 loss_class_aux_dn: 1.931848 loss_bbox_aux_dn: 0.907988 loss_giou_aux_dn: 2.628738 loss: 16.909339 eta: 41 days, 4:55:42 batch_cost: 0.9198 data_cost: 0.0613 ips: 8.6974 images/s [07/20 04:43:19] ppdet.engine INFO: Epoch: [1] [20300/54024] learning_rate: 0.000100 loss_class: 0.712149 loss_bbox: 0.140792 loss_giou: 0.582791 loss_class_aux: 4.407861 loss_bbox_aux: 0.917961 loss_giou_aux: 3.653900 loss_class_dn: 0.362408 loss_bbox_dn: 0.154490 loss_giou_dn: 0.515933 loss_class_aux_dn: 1.914749 loss_bbox_aux_dn: 0.876300 loss_giou_aux_dn: 2.778483 loss: 17.097614 eta: 41 days, 4:56:57 batch_cost: 0.9657 data_cost: 0.0753 ips: 8.2838 images/s [07/20 04:44:51] ppdet.engine INFO: Epoch: [1] [20400/54024] learning_rate: 0.000100 loss_class: 0.749779 loss_bbox: 0.151400 loss_giou: 0.587179 loss_class_aux: 4.727046 loss_bbox_aux: 0.966481 loss_giou_aux: 3.665896 loss_class_dn: 0.403719 loss_bbox_dn: 0.164226 loss_giou_dn: 0.529418 loss_class_aux_dn: 2.148668 loss_bbox_aux_dn: 0.935030 loss_giou_aux_dn: 2.894320 loss: 18.408339 eta: 41 days, 4:49:41 batch_cost: 0.8663 data_cost: 0.0011 ips: 9.2352 images/s [07/20 04:46:21] ppdet.engine INFO: Epoch: [1] [20500/54024] learning_rate: 0.000100 loss_class: 0.707110 loss_bbox: 0.128384 loss_giou: 0.554767 loss_class_aux: 4.403165 loss_bbox_aux: 0.846411 loss_giou_aux: 3.473481 loss_class_dn: 0.379579 loss_bbox_dn: 0.155159 loss_giou_dn: 0.488710 loss_class_aux_dn: 2.020285 loss_bbox_aux_dn: 0.866666 loss_giou_aux_dn: 2.660860 loss: 17.282343 eta: 41 days, 4:41:35 batch_cost: 0.8563 data_cost: 0.0010 ips: 9.3424 images/s [07/20 04:47:58] ppdet.engine INFO: Epoch: [1] [20600/54024] learning_rate: 0.000100 loss_class: 0.748416 loss_bbox: 0.138525 loss_giou: 0.601396 loss_class_aux: 4.722916 loss_bbox_aux: 0.895166 loss_giou_aux: 3.739239 loss_class_dn: 0.397492 loss_bbox_dn: 0.156543 loss_giou_dn: 0.524203 loss_class_aux_dn: 2.105207 loss_bbox_aux_dn: 0.927998 loss_giou_aux_dn: 2.806333 loss: 18.284952 eta: 41 days, 4:39:11 batch_cost: 0.9231 data_cost: 0.0010 ips: 8.6660 images/s [07/20 04:49:28] ppdet.engine INFO: Epoch: [1] [20700/54024] learning_rate: 0.000100 loss_class: 0.708110 loss_bbox: 0.139365 loss_giou: 0.502299 loss_class_aux: 4.418191 loss_bbox_aux: 0.876877 loss_giou_aux: 3.156877 loss_class_dn: 0.369195 loss_bbox_dn: 0.170858 loss_giou_dn: 0.467712 loss_class_aux_dn: 1.955355 loss_bbox_aux_dn: 0.952582 loss_giou_aux_dn: 2.529184 loss: 16.900956 eta: 41 days, 4:30:50 batch_cost: 0.8530 data_cost: 0.0010 ips: 9.3781 images/s [07/20 04:51:06] ppdet.engine INFO: Epoch: [1] [20800/54024] learning_rate: 0.000100 loss_class: 0.749955 loss_bbox: 0.142193 loss_giou: 0.624999 loss_class_aux: 4.677110 loss_bbox_aux: 0.942200 loss_giou_aux: 3.887773 loss_class_dn: 0.381844 loss_bbox_dn: 0.156748 loss_giou_dn: 0.524024 loss_class_aux_dn: 2.018085 loss_bbox_aux_dn: 0.913837 loss_giou_aux_dn: 2.785271 loss: 17.608509 eta: 41 days, 4:29:34 batch_cost: 0.9361 data_cost: 0.0451 ips: 8.5462 images/s [07/20 04:52:38] ppdet.engine INFO: Epoch: [1] [20900/54024] learning_rate: 0.000100 loss_class: 0.734085 loss_bbox: 0.143823 loss_giou: 0.580865 loss_class_aux: 4.658913 loss_bbox_aux: 0.926954 loss_giou_aux: 3.597852 loss_class_dn: 0.384631 loss_bbox_dn: 0.164816 loss_giou_dn: 0.509449 loss_class_aux_dn: 2.036962 loss_bbox_aux_dn: 0.931156 loss_giou_aux_dn: 2.764526 loss: 17.494149 eta: 41 days, 4:23:12 batch_cost: 0.8760 data_cost: 0.0494 ips: 9.1320 images/s [07/20 04:54:10] ppdet.engine INFO: Epoch: [1] [21000/54024] learning_rate: 0.000100 loss_class: 0.785491 loss_bbox: 0.149715 loss_giou: 0.591688 loss_class_aux: 4.836442 loss_bbox_aux: 0.979993 loss_giou_aux: 3.688351 loss_class_dn: 0.399659 loss_bbox_dn: 0.171563 loss_giou_dn: 0.526198 loss_class_aux_dn: 2.123863 loss_bbox_aux_dn: 0.980783 loss_giou_aux_dn: 2.836502 loss: 18.743228 eta: 41 days, 4:16:28 batch_cost: 0.8717 data_cost: 0.0132 ips: 9.1778 images/s [07/20 04:55:43] ppdet.engine INFO: Epoch: [1] [21100/54024] learning_rate: 0.000100 loss_class: 0.702724 loss_bbox: 0.143170 loss_giou: 0.580718 loss_class_aux: 4.417641 loss_bbox_aux: 0.933944 loss_giou_aux: 3.683191 loss_class_dn: 0.371326 loss_bbox_dn: 0.155034 loss_giou_dn: 0.524094 loss_class_aux_dn: 1.974001 loss_bbox_aux_dn: 0.887326 loss_giou_aux_dn: 2.838984 loss: 17.270594 eta: 41 days, 4:10:51 batch_cost: 0.8848 data_cost: 0.0163 ips: 9.0420 images/s [07/20 04:57:15] ppdet.engine INFO: Epoch: [1] [21200/54024] learning_rate: 0.000100 loss_class: 0.745561 loss_bbox: 0.139444 loss_giou: 0.550112 loss_class_aux: 4.724560 loss_bbox_aux: 0.914554 loss_giou_aux: 3.399440 loss_class_dn: 0.387631 loss_bbox_dn: 0.168305 loss_giou_dn: 0.467381 loss_class_aux_dn: 2.079901 loss_bbox_aux_dn: 0.954273 loss_giou_aux_dn: 2.559954 loss: 17.437978 eta: 41 days, 4:03:38 batch_cost: 0.8655 data_cost: 0.0470 ips: 9.2435 images/s [07/20 04:58:39] ppdet.engine INFO: Epoch: [1] [21300/54024] learning_rate: 0.000100 loss_class: 0.729308 loss_bbox: 0.138276 loss_giou: 0.573853 loss_class_aux: 4.573327 loss_bbox_aux: 0.902075 loss_giou_aux: 3.574235 loss_class_dn: 0.371478 loss_bbox_dn: 0.159155 loss_giou_dn: 0.495197 loss_class_aux_dn: 1.973865 loss_bbox_aux_dn: 0.897766 loss_giou_aux_dn: 2.672946 loss: 17.223003 eta: 41 days, 3:50:40 batch_cost: 0.7972 data_cost: 0.0010 ips: 10.0346 images/s [07/20 05:00:10] ppdet.engine INFO: Epoch: [1] [21400/54024] learning_rate: 0.000100 loss_class: 0.745626 loss_bbox: 0.149496 loss_giou: 0.593239 loss_class_aux: 4.661683 loss_bbox_aux: 0.983983 loss_giou_aux: 3.710289 loss_class_dn: 0.381215 loss_bbox_dn: 0.170693 loss_giou_dn: 0.522714 loss_class_aux_dn: 2.034170 loss_bbox_aux_dn: 0.968440 loss_giou_aux_dn: 2.824026 loss: 18.457480 eta: 41 days, 3:43:13 batch_cost: 0.8625 data_cost: 0.0086 ips: 9.2758 images/s [07/20 05:01:57] ppdet.engine INFO: Epoch: [1] [21500/54024] learning_rate: 0.000100 loss_class: 0.698083 loss_bbox: 0.131864 loss_giou: 0.609885 loss_class_aux: 4.381057 loss_bbox_aux: 0.849496 loss_giou_aux: 3.794035 loss_class_dn: 0.370708 loss_bbox_dn: 0.142815 loss_giou_dn: 0.507247 loss_class_aux_dn: 1.976461 loss_bbox_aux_dn: 0.824038 loss_giou_aux_dn: 2.786797 loss: 17.533987 eta: 41 days, 3:49:06 batch_cost: 1.0206 data_cost: 0.0248 ips: 7.8383 images/s [07/20 05:03:40] ppdet.engine INFO: Epoch: [1] [21600/54024] learning_rate: 0.000100 loss_class: 0.727452 loss_bbox: 0.142493 loss_giou: 0.582418 loss_class_aux: 4.549270 loss_bbox_aux: 0.960127 loss_giou_aux: 3.677538 loss_class_dn: 0.385592 loss_bbox_dn: 0.159237 loss_giou_dn: 0.514319 loss_class_aux_dn: 2.041340 loss_bbox_aux_dn: 0.934860 loss_giou_aux_dn: 2.806255 loss: 17.985335 eta: 41 days, 3:52:43 batch_cost: 0.9937 data_cost: 0.0016 ips: 8.0507 images/s [07/20 05:05:35] ppdet.engine INFO: Epoch: [1] [21700/54024] learning_rate: 0.000100 loss_class: 0.739620 loss_bbox: 0.142858 loss_giou: 0.587175 loss_class_aux: 4.600384 loss_bbox_aux: 0.953276 loss_giou_aux: 3.676498 loss_class_dn: 0.378727 loss_bbox_dn: 0.159212 loss_giou_dn: 0.511888 loss_class_aux_dn: 2.031979 loss_bbox_aux_dn: 0.898077 loss_giou_aux_dn: 2.775766 loss: 18.344349 eta: 41 days, 4:05:28 batch_cost: 1.1030 data_cost: 0.0009 ips: 7.2532 images/s [07/20 05:07:18] ppdet.engine INFO: Epoch: [1] [21800/54024] learning_rate: 0.000100 loss_class: 0.746744 loss_bbox: 0.146817 loss_giou: 0.639455 loss_class_aux: 4.647924 loss_bbox_aux: 0.942951 loss_giou_aux: 4.000165 loss_class_dn: 0.406751 loss_bbox_dn: 0.161068 loss_giou_dn: 0.554624 loss_class_aux_dn: 2.175110 loss_bbox_aux_dn: 0.933609 loss_giou_aux_dn: 3.033029 loss: 18.502028 eta: 41 days, 4:07:52 batch_cost: 0.9798 data_cost: 0.0009 ips: 8.1646 images/s [07/20 05:09:01] ppdet.engine INFO: Epoch: [1] [21900/54024] learning_rate: 0.000100 loss_class: 0.704681 loss_bbox: 0.134599 loss_giou: 0.568239 loss_class_aux: 4.361002 loss_bbox_aux: 0.871500 loss_giou_aux: 3.564837 loss_class_dn: 0.372685 loss_bbox_dn: 0.149563 loss_giou_dn: 0.499308 loss_class_aux_dn: 1.982742 loss_bbox_aux_dn: 0.850743 loss_giou_aux_dn: 2.692963 loss: 16.792029 eta: 41 days, 4:10:49 batch_cost: 0.9865 data_cost: 0.0529 ips: 8.1096 images/s [07/20 05:10:29] ppdet.engine INFO: Epoch: [1] [22000/54024] learning_rate: 0.000100 loss_class: 0.705445 loss_bbox: 0.141683 loss_giou: 0.556523 loss_class_aux: 4.433107 loss_bbox_aux: 0.913656 loss_giou_aux: 3.490562 loss_class_dn: 0.372672 loss_bbox_dn: 0.168759 loss_giou_dn: 0.506337 loss_class_aux_dn: 1.993765 loss_bbox_aux_dn: 0.955651 loss_giou_aux_dn: 2.786706 loss: 17.084455 eta: 41 days, 4:00:53 batch_cost: 0.8326 data_cost: 0.0043 ips: 9.6089 images/s [07/20 05:12:03] ppdet.engine INFO: Epoch: [1] [22100/54024] learning_rate: 0.000100 loss_class: 0.722959 loss_bbox: 0.143865 loss_giou: 0.603666 loss_class_aux: 4.530533 loss_bbox_aux: 0.929004 loss_giou_aux: 3.820748 loss_class_dn: 0.390138 loss_bbox_dn: 0.171947 loss_giou_dn: 0.528893 loss_class_aux_dn: 2.073661 loss_bbox_aux_dn: 1.000380 loss_giou_aux_dn: 2.888997 loss: 17.707923 eta: 41 days, 3:56:36 batch_cost: 0.8999 data_cost: 0.0010 ips: 8.8899 images/s [07/20 05:13:29] ppdet.engine INFO: Epoch: [1] [22200/54024] learning_rate: 0.000100 loss_class: 0.720072 loss_bbox: 0.139430 loss_giou: 0.627760 loss_class_aux: 4.525877 loss_bbox_aux: 0.892678 loss_giou_aux: 3.898385 loss_class_dn: 0.387700 loss_bbox_dn: 0.155551 loss_giou_dn: 0.513768 loss_class_aux_dn: 2.057911 loss_bbox_aux_dn: 0.936189 loss_giou_aux_dn: 2.809837 loss: 17.369730 eta: 41 days, 3:44:54 batch_cost: 0.8110 data_cost: 0.0010 ips: 9.8647 images/s [07/20 05:15:02] ppdet.engine INFO: Epoch: [1] [22300/54024] learning_rate: 0.000100 loss_class: 0.721450 loss_bbox: 0.132707 loss_giou: 0.522397 loss_class_aux: 4.526107 loss_bbox_aux: 0.868385 loss_giou_aux: 3.270278 loss_class_dn: 0.372634 loss_bbox_dn: 0.161189 loss_giou_dn: 0.489363 loss_class_aux_dn: 1.954434 loss_bbox_aux_dn: 0.922607 loss_giou_aux_dn: 2.650053 loss: 16.152992 eta: 41 days, 3:38:40 batch_cost: 0.8762 data_cost: 0.0010 ips: 9.1303 images/s [07/20 05:16:49] ppdet.engine INFO: Epoch: [1] [22400/54024] learning_rate: 0.000100 loss_class: 0.707808 loss_bbox: 0.137728 loss_giou: 0.545936 loss_class_aux: 4.327964 loss_bbox_aux: 0.897134 loss_giou_aux: 3.443738 loss_class_dn: 0.366782 loss_bbox_dn: 0.154827 loss_giou_dn: 0.505358 loss_class_aux_dn: 1.926983 loss_bbox_aux_dn: 0.903893 loss_giou_aux_dn: 2.752064 loss: 17.338791 eta: 41 days, 3:44:48 batch_cost: 1.0249 data_cost: 0.0010 ips: 7.8057 images/s [07/20 05:18:19] ppdet.engine INFO: Epoch: [1] [22500/54024] learning_rate: 0.000100 loss_class: 0.748359 loss_bbox: 0.150651 loss_giou: 0.647358 loss_class_aux: 4.701394 loss_bbox_aux: 0.976055 loss_giou_aux: 4.036949 loss_class_dn: 0.412190 loss_bbox_dn: 0.174513 loss_giou_dn: 0.575439 loss_class_aux_dn: 2.190344 loss_bbox_aux_dn: 0.951167 loss_giou_aux_dn: 3.138666 loss: 19.227768 eta: 41 days, 3:36:46 batch_cost: 0.8544 data_cost: 0.0009 ips: 9.3636 images/s [07/20 05:19:47] ppdet.engine INFO: Epoch: [1] [22600/54024] learning_rate: 0.000100 loss_class: 0.715099 loss_bbox: 0.135027 loss_giou: 0.551278 loss_class_aux: 4.489188 loss_bbox_aux: 0.902637 loss_giou_aux: 3.463543 loss_class_dn: 0.367686 loss_bbox_dn: 0.155438 loss_giou_dn: 0.479179 loss_class_aux_dn: 1.961342 loss_bbox_aux_dn: 0.896157 loss_giou_aux_dn: 2.626787 loss: 17.040351 eta: 41 days, 3:27:26 batch_cost: 0.8387 data_cost: 0.0010 ips: 9.5384 images/s [07/20 05:21:24] ppdet.engine INFO: Epoch: [1] [22700/54024] learning_rate: 0.000100 loss_class: 0.755795 loss_bbox: 0.151399 loss_giou: 0.627149 loss_class_aux: 4.632601 loss_bbox_aux: 0.983393 loss_giou_aux: 3.876065 loss_class_dn: 0.390155 loss_bbox_dn: 0.158790 loss_giou_dn: 0.529257 loss_class_aux_dn: 2.089444 loss_bbox_aux_dn: 0.946410 loss_giou_aux_dn: 2.871105 loss: 18.800926 eta: 41 days, 3:24:40 batch_cost: 0.9175 data_cost: 0.0291 ips: 8.7193 images/s [07/20 05:22:56] ppdet.engine INFO: Epoch: [1] [22800/54024] learning_rate: 0.000100 loss_class: 0.742708 loss_bbox: 0.138398 loss_giou: 0.611590 loss_class_aux: 4.608115 loss_bbox_aux: 0.906495 loss_giou_aux: 3.793353 loss_class_dn: 0.383704 loss_bbox_dn: 0.156154 loss_giou_dn: 0.511801 loss_class_aux_dn: 2.023751 loss_bbox_aux_dn: 0.906827 loss_giou_aux_dn: 2.833931 loss: 17.696403 eta: 41 days, 3:18:26 batch_cost: 0.8758 data_cost: 0.0734 ips: 9.1344 images/s [07/20 05:24:28] ppdet.engine INFO: Epoch: [1] [22900/54024] learning_rate: 0.000100 loss_class: 0.709627 loss_bbox: 0.137328 loss_giou: 0.561388 loss_class_aux: 4.443943 loss_bbox_aux: 0.910104 loss_giou_aux: 3.515044 loss_class_dn: 0.367445 loss_bbox_dn: 0.156606 loss_giou_dn: 0.495740 loss_class_aux_dn: 1.951794 loss_bbox_aux_dn: 0.896075 loss_giou_aux_dn: 2.689893 loss: 17.255745 eta: 41 days, 3:11:58 batch_cost: 0.8726 data_cost: 0.0330 ips: 9.1675 images/s [07/20 05:26:03] ppdet.engine INFO: Epoch: [1] [23000/54024] learning_rate: 0.000100 loss_class: 0.744239 loss_bbox: 0.142415 loss_giou: 0.623708 loss_class_aux: 4.627329 loss_bbox_aux: 0.905533 loss_giou_aux: 3.876593 loss_class_dn: 0.400107 loss_bbox_dn: 0.149800 loss_giou_dn: 0.542254 loss_class_aux_dn: 2.163871 loss_bbox_aux_dn: 0.864249 loss_giou_aux_dn: 2.921859 loss: 17.874179 eta: 41 days, 3:08:20 batch_cost: 0.9069 data_cost: 0.0010 ips: 8.8214 images/s [07/20 05:27:32] ppdet.engine INFO: Epoch: [1] [23100/54024] learning_rate: 0.000100 loss_class: 0.716574 loss_bbox: 0.144139 loss_giou: 0.575942 loss_class_aux: 4.432073 loss_bbox_aux: 0.927409 loss_giou_aux: 3.600625 loss_class_dn: 0.379700 loss_bbox_dn: 0.163219 loss_giou_dn: 0.498458 loss_class_aux_dn: 2.010396 loss_bbox_aux_dn: 0.925674 loss_giou_aux_dn: 2.720674 loss: 17.276780 eta: 41 days, 2:59:22 batch_cost: 0.8420 data_cost: 0.0042 ips: 9.5009 images/s [07/20 05:29:07] ppdet.engine INFO: Epoch: [1] [23200/54024] learning_rate: 0.000100 loss_class: 0.776345 loss_bbox: 0.152414 loss_giou: 0.628115 loss_class_aux: 4.842603 loss_bbox_aux: 0.993396 loss_giou_aux: 3.929347 loss_class_dn: 0.419671 loss_bbox_dn: 0.173496 loss_giou_dn: 0.544414 loss_class_aux_dn: 2.201087 loss_bbox_aux_dn: 0.969876 loss_giou_aux_dn: 2.958020 loss: 19.167916 eta: 41 days, 2:55:09 batch_cost: 0.8998 data_cost: 0.0129 ips: 8.8912 images/s [07/20 05:30:53] ppdet.engine INFO: Epoch: [1] [23300/54024] learning_rate: 0.000100 loss_class: 0.748721 loss_bbox: 0.142463 loss_giou: 0.587089 loss_class_aux: 4.606328 loss_bbox_aux: 0.910134 loss_giou_aux: 3.742466 loss_class_dn: 0.386888 loss_bbox_dn: 0.155539 loss_giou_dn: 0.494449 loss_class_aux_dn: 2.085813 loss_bbox_aux_dn: 0.907775 loss_giou_aux_dn: 2.713112 loss: 17.363286 eta: 41 days, 3:00:41 batch_cost: 1.0182 data_cost: 0.0010 ips: 7.8573 images/s [07/20 05:32:32] ppdet.engine INFO: Epoch: [1] [23400/54024] learning_rate: 0.000100 loss_class: 0.742889 loss_bbox: 0.143921 loss_giou: 0.594458 loss_class_aux: 4.619410 loss_bbox_aux: 0.934082 loss_giou_aux: 3.720666 loss_class_dn: 0.397533 loss_bbox_dn: 0.158557 loss_giou_dn: 0.516329 loss_class_aux_dn: 2.107470 loss_bbox_aux_dn: 0.919088 loss_giou_aux_dn: 2.850485 loss: 17.936278 eta: 41 days, 2:59:54 batch_cost: 0.9413 data_cost: 0.0013 ips: 8.4990 images/s [07/20 05:34:04] ppdet.engine INFO: Epoch: [1] [23500/54024] learning_rate: 0.000100 loss_class: 0.712274 loss_bbox: 0.133760 loss_giou: 0.523175 loss_class_aux: 4.477801 loss_bbox_aux: 0.864575 loss_giou_aux: 3.309001 loss_class_dn: 0.379180 loss_bbox_dn: 0.138342 loss_giou_dn: 0.480104 loss_class_aux_dn: 2.036934 loss_bbox_aux_dn: 0.804886 loss_giou_aux_dn: 2.600397 loss: 16.955017 eta: 41 days, 2:53:55 batch_cost: 0.8781 data_cost: 0.0339 ips: 9.1109 images/s [07/20 05:35:36] ppdet.engine INFO: Epoch: [1] [23600/54024] learning_rate: 0.000100 loss_class: 0.694843 loss_bbox: 0.137288 loss_giou: 0.543044 loss_class_aux: 4.334296 loss_bbox_aux: 0.896500 loss_giou_aux: 3.406575 loss_class_dn: 0.367359 loss_bbox_dn: 0.158162 loss_giou_dn: 0.486288 loss_class_aux_dn: 1.945129 loss_bbox_aux_dn: 0.869869 loss_giou_aux_dn: 2.668459 loss: 16.970769 eta: 41 days, 2:47:46 batch_cost: 0.8758 data_cost: 0.0010 ips: 9.1346 images/s [07/20 05:37:09] ppdet.engine INFO: Epoch: [1] [23700/54024] learning_rate: 0.000100 loss_class: 0.772577 loss_bbox: 0.151936 loss_giou: 0.580439 loss_class_aux: 4.834690 loss_bbox_aux: 0.980176 loss_giou_aux: 3.695785 loss_class_dn: 0.408950 loss_bbox_dn: 0.160645 loss_giou_dn: 0.546330 loss_class_aux_dn: 2.181536 loss_bbox_aux_dn: 0.927566 loss_giou_aux_dn: 2.948442 loss: 18.579114 eta: 41 days, 2:41:50 batch_cost: 0.8782 data_cost: 0.0199 ips: 9.1093 images/s [07/20 05:38:47] ppdet.engine INFO: Epoch: [1] [23800/54024] learning_rate: 0.000100 loss_class: 0.761688 loss_bbox: 0.135149 loss_giou: 0.559210 loss_class_aux: 4.714180 loss_bbox_aux: 0.881312 loss_giou_aux: 3.523007 loss_class_dn: 0.374194 loss_bbox_dn: 0.158693 loss_giou_dn: 0.497590 loss_class_aux_dn: 2.026388 loss_bbox_aux_dn: 0.923560 loss_giou_aux_dn: 2.670343 loss: 17.543743 eta: 41 days, 2:40:36 batch_cost: 0.9357 data_cost: 0.0010 ips: 8.5495 images/s [07/20 05:40:14] ppdet.engine INFO: Epoch: [1] [23900/54024] learning_rate: 0.000100 loss_class: 0.711811 loss_bbox: 0.130801 loss_giou: 0.539644 loss_class_aux: 4.435217 loss_bbox_aux: 0.848799 loss_giou_aux: 3.430315 loss_class_dn: 0.367358 loss_bbox_dn: 0.155331 loss_giou_dn: 0.460147 loss_class_aux_dn: 1.973425 loss_bbox_aux_dn: 0.899476 loss_giou_aux_dn: 2.576541 loss: 16.477073 eta: 41 days, 2:31:01 batch_cost: 0.8334 data_cost: 0.0012 ips: 9.5989 images/s [07/20 05:41:48] ppdet.engine INFO: Epoch: [1] [24000/54024] learning_rate: 0.000100 loss_class: 0.739888 loss_bbox: 0.138515 loss_giou: 0.530473 loss_class_aux: 4.604220 loss_bbox_aux: 0.880478 loss_giou_aux: 3.321646 loss_class_dn: 0.373471 loss_bbox_dn: 0.156310 loss_giou_dn: 0.464333 loss_class_aux_dn: 1.998371 loss_bbox_aux_dn: 0.884859 loss_giou_aux_dn: 2.572216 loss: 16.987254 eta: 41 days, 2:25:49 batch_cost: 0.8868 data_cost: 0.0026 ips: 9.0214 images/s [07/20 05:43:45] ppdet.engine INFO: Epoch: [1] [24100/54024] learning_rate: 0.000100 loss_class: 0.732899 loss_bbox: 0.145064 loss_giou: 0.601646 loss_class_aux: 4.562436 loss_bbox_aux: 0.961471 loss_giou_aux: 3.789786 loss_class_dn: 0.379189 loss_bbox_dn: 0.159083 loss_giou_dn: 0.536781 loss_class_aux_dn: 2.032822 loss_bbox_aux_dn: 0.922543 loss_giou_aux_dn: 2.881661 loss: 17.790258 eta: 41 days, 2:40:19 batch_cost: 1.1292 data_cost: 0.0127 ips: 7.0847 images/s [07/20 05:45:10] ppdet.engine INFO: Epoch: [1] [24200/54024] learning_rate: 0.000100 loss_class: 0.702218 loss_bbox: 0.134090 loss_giou: 0.533545 loss_class_aux: 4.384872 loss_bbox_aux: 0.879011 loss_giou_aux: 3.315015 loss_class_dn: 0.365189 loss_bbox_dn: 0.163461 loss_giou_dn: 0.482266 loss_class_aux_dn: 1.963315 loss_bbox_aux_dn: 0.943205 loss_giou_aux_dn: 2.622215 loss: 16.314271 eta: 41 days, 2:28:29 batch_cost: 0.8053 data_cost: 0.0010 ips: 9.9348 images/s [07/20 05:46:36] ppdet.engine INFO: Epoch: [1] [24300/54024] learning_rate: 0.000100 loss_class: 0.742712 loss_bbox: 0.150578 loss_giou: 0.608330 loss_class_aux: 4.638688 loss_bbox_aux: 1.009876 loss_giou_aux: 3.760076 loss_class_dn: 0.385547 loss_bbox_dn: 0.151527 loss_giou_dn: 0.520544 loss_class_aux_dn: 2.061013 loss_bbox_aux_dn: 0.880814 loss_giou_aux_dn: 2.841538 loss: 17.797926 eta: 41 days, 2:17:01 batch_cost: 0.8096 data_cost: 0.0239 ips: 9.8818 images/s [07/20 05:48:16] ppdet.engine INFO: Epoch: [1] [24400/54024] learning_rate: 0.000100 loss_class: 0.733205 loss_bbox: 0.142252 loss_giou: 0.557693 loss_class_aux: 4.673117 loss_bbox_aux: 0.919892 loss_giou_aux: 3.488664 loss_class_dn: 0.380105 loss_bbox_dn: 0.163015 loss_giou_dn: 0.501663 loss_class_aux_dn: 2.041228 loss_bbox_aux_dn: 0.908268 loss_giou_aux_dn: 2.749418 loss: 17.259143 eta: 41 days, 2:17:30 batch_cost: 0.9567 data_cost: 0.0139 ips: 8.3619 images/s [07/20 05:49:47] ppdet.engine INFO: Epoch: [1] [24500/54024] learning_rate: 0.000100 loss_class: 0.745744 loss_bbox: 0.135478 loss_giou: 0.560048 loss_class_aux: 4.615312 loss_bbox_aux: 0.859802 loss_giou_aux: 3.546042 loss_class_dn: 0.382403 loss_bbox_dn: 0.152276 loss_giou_dn: 0.512112 loss_class_aux_dn: 2.036452 loss_bbox_aux_dn: 0.891064 loss_giou_aux_dn: 2.812671 loss: 17.325952 eta: 41 days, 2:10:15 batch_cost: 0.8611 data_cost: 0.0201 ips: 9.2899 images/s [07/20 05:51:36] ppdet.engine INFO: Epoch: [1] [24600/54024] learning_rate: 0.000100 loss_class: 0.722476 loss_bbox: 0.147817 loss_giou: 0.620752 loss_class_aux: 4.522239 loss_bbox_aux: 0.958619 loss_giou_aux: 3.820372 loss_class_dn: 0.408997 loss_bbox_dn: 0.148382 loss_giou_dn: 0.536312 loss_class_aux_dn: 2.197061 loss_bbox_aux_dn: 0.869108 loss_giou_aux_dn: 2.926494 loss: 18.221659 eta: 41 days, 2:17:43 batch_cost: 1.0430 data_cost: 0.0083 ips: 7.6698 images/s [07/20 05:53:05] ppdet.engine INFO: Epoch: [1] [24700/54024] learning_rate: 0.000100 loss_class: 0.723924 loss_bbox: 0.148916 loss_giou: 0.562883 loss_class_aux: 4.504107 loss_bbox_aux: 0.948660 loss_giou_aux: 3.540131 loss_class_dn: 0.387470 loss_bbox_dn: 0.164296 loss_giou_dn: 0.499096 loss_class_aux_dn: 2.086544 loss_bbox_aux_dn: 0.944878 loss_giou_aux_dn: 2.702386 loss: 17.232757 eta: 41 days, 2:09:24 batch_cost: 0.8478 data_cost: 0.0200 ips: 9.4362 images/s [07/20 05:54:37] ppdet.engine INFO: Epoch: [1] [24800/54024] learning_rate: 0.000100 loss_class: 0.750951 loss_bbox: 0.140213 loss_giou: 0.578031 loss_class_aux: 4.580276 loss_bbox_aux: 0.895123 loss_giou_aux: 3.606677 loss_class_dn: 0.391842 loss_bbox_dn: 0.153765 loss_giou_dn: 0.510565 loss_class_aux_dn: 2.074894 loss_bbox_aux_dn: 0.884543 loss_giou_aux_dn: 2.795106 loss: 17.459398 eta: 41 days, 2:03:04 batch_cost: 0.8724 data_cost: 0.0116 ips: 9.1701 images/s [07/20 05:56:11] ppdet.engine INFO: Epoch: [1] [24900/54024] learning_rate: 0.000100 loss_class: 0.757053 loss_bbox: 0.145599 loss_giou: 0.592359 loss_class_aux: 4.636933 loss_bbox_aux: 0.948242 loss_giou_aux: 3.722788 loss_class_dn: 0.392993 loss_bbox_dn: 0.173664 loss_giou_dn: 0.540998 loss_class_aux_dn: 2.086430 loss_bbox_aux_dn: 0.989838 loss_giou_aux_dn: 2.934118 loss: 18.094587 eta: 41 days, 1:58:11 batch_cost: 0.8901 data_cost: 0.0548 ips: 8.9880 images/s [07/20 05:57:40] ppdet.engine INFO: Epoch: [1] [25000/54024] learning_rate: 0.000100 loss_class: 0.813931 loss_bbox: 0.160065 loss_giou: 0.621598 loss_class_aux: 5.034438 loss_bbox_aux: 1.049684 loss_giou_aux: 3.877444 loss_class_dn: 0.409729 loss_bbox_dn: 0.168479 loss_giou_dn: 0.536715 loss_class_aux_dn: 2.169804 loss_bbox_aux_dn: 0.970572 loss_giou_aux_dn: 2.908228 loss: 18.438238 eta: 41 days, 1:49:27 batch_cost: 0.8420 data_cost: 0.0024 ips: 9.5015 images/s [07/20 05:59:17] ppdet.engine INFO: Epoch: [1] [25100/54024] learning_rate: 0.000100 loss_class: 0.721845 loss_bbox: 0.137039 loss_giou: 0.594492 loss_class_aux: 4.498169 loss_bbox_aux: 0.888806 loss_giou_aux: 3.690505 loss_class_dn: 0.380786 loss_bbox_dn: 0.163978 loss_giou_dn: 0.527398 loss_class_aux_dn: 2.025850 loss_bbox_aux_dn: 0.938720 loss_giou_aux_dn: 2.862261 loss: 17.605440 eta: 41 days, 1:47:32 batch_cost: 0.9268 data_cost: 0.1093 ips: 8.6321 images/s [07/20 06:00:52] ppdet.engine INFO: Epoch: [1] [25200/54024] learning_rate: 0.000100 loss_class: 0.722622 loss_bbox: 0.142066 loss_giou: 0.551859 loss_class_aux: 4.519719 loss_bbox_aux: 0.922579 loss_giou_aux: 3.433799 loss_class_dn: 0.377560 loss_bbox_dn: 0.151580 loss_giou_dn: 0.486785 loss_class_aux_dn: 2.011564 loss_bbox_aux_dn: 0.874500 loss_giou_aux_dn: 2.655239 loss: 17.397665 eta: 41 days, 1:43:59 batch_cost: 0.9063 data_cost: 0.0010 ips: 8.8269 images/s [07/20 06:02:23] ppdet.engine INFO: Epoch: [1] [25300/54024] learning_rate: 0.000100 loss_class: 0.737725 loss_bbox: 0.133068 loss_giou: 0.552900 loss_class_aux: 4.635341 loss_bbox_aux: 0.882407 loss_giou_aux: 3.472018 loss_class_dn: 0.376469 loss_bbox_dn: 0.141901 loss_giou_dn: 0.501850 loss_class_aux_dn: 2.012830 loss_bbox_aux_dn: 0.841818 loss_giou_aux_dn: 2.699892 loss: 17.070100 eta: 41 days, 1:36:25 batch_cost: 0.8562 data_cost: 0.0010 ips: 9.3432 images/s [07/20 06:04:12] ppdet.engine INFO: Epoch: [1] [25400/54024] learning_rate: 0.000100 loss_class: 0.724461 loss_bbox: 0.137177 loss_giou: 0.570207 loss_class_aux: 4.565753 loss_bbox_aux: 0.873456 loss_giou_aux: 3.575505 loss_class_dn: 0.384231 loss_bbox_dn: 0.146152 loss_giou_dn: 0.508094 loss_class_aux_dn: 2.046107 loss_bbox_aux_dn: 0.831550 loss_giou_aux_dn: 2.785129 loss: 17.592033 eta: 41 days, 1:43:59 batch_cost: 1.0453 data_cost: 0.2153 ips: 7.6532 images/s [07/20 06:05:57] ppdet.engine INFO: Epoch: [1] [25500/54024] learning_rate: 0.000100 loss_class: 0.742072 loss_bbox: 0.140028 loss_giou: 0.577503 loss_class_aux: 4.647714 loss_bbox_aux: 0.925515 loss_giou_aux: 3.638243 loss_class_dn: 0.389299 loss_bbox_dn: 0.150569 loss_giou_dn: 0.520343 loss_class_aux_dn: 2.061585 loss_bbox_aux_dn: 0.872612 loss_giou_aux_dn: 2.839568 loss: 17.596916 eta: 41 days, 1:48:09 batch_cost: 1.0028 data_cost: 0.0529 ips: 7.9775 images/s [07/20 06:07:50] ppdet.engine INFO: Epoch: [1] [25600/54024] learning_rate: 0.000100 loss_class: 0.710552 loss_bbox: 0.131146 loss_giou: 0.557479 loss_class_aux: 4.432587 loss_bbox_aux: 0.873604 loss_giou_aux: 3.548017 loss_class_dn: 0.374161 loss_bbox_dn: 0.154354 loss_giou_dn: 0.485801 loss_class_aux_dn: 2.017046 loss_bbox_aux_dn: 0.873407 loss_giou_aux_dn: 2.644675 loss: 17.428517 eta: 41 days, 1:59:00 batch_cost: 1.0871 data_cost: 0.0154 ips: 7.3594 images/s [07/20 06:09:20] ppdet.engine INFO: Epoch: [1] [25700/54024] learning_rate: 0.000100 loss_class: 0.757174 loss_bbox: 0.142073 loss_giou: 0.562173 loss_class_aux: 4.687939 loss_bbox_aux: 0.942012 loss_giou_aux: 3.460375 loss_class_dn: 0.385136 loss_bbox_dn: 0.166430 loss_giou_dn: 0.503787 loss_class_aux_dn: 2.052619 loss_bbox_aux_dn: 0.961201 loss_giou_aux_dn: 2.735757 loss: 17.686145 eta: 41 days, 1:50:45 batch_cost: 0.8474 data_cost: 0.0203 ips: 9.4407 images/s [07/20 06:10:51] ppdet.engine INFO: Epoch: [1] [25800/54024] learning_rate: 0.000100 loss_class: 0.720989 loss_bbox: 0.138809 loss_giou: 0.528635 loss_class_aux: 4.435185 loss_bbox_aux: 0.935482 loss_giou_aux: 3.320707 loss_class_dn: 0.368104 loss_bbox_dn: 0.161401 loss_giou_dn: 0.471986 loss_class_aux_dn: 1.964990 loss_bbox_aux_dn: 0.905621 loss_giou_aux_dn: 2.589626 loss: 17.151429 eta: 41 days, 1:43:52 batch_cost: 0.8646 data_cost: 0.0579 ips: 9.2525 images/s [07/20 06:12:21] ppdet.engine INFO: Epoch: [1] [25900/54024] learning_rate: 0.000100 loss_class: 0.747442 loss_bbox: 0.147775 loss_giou: 0.601785 loss_class_aux: 4.747568 loss_bbox_aux: 0.974079 loss_giou_aux: 3.805398 loss_class_dn: 0.389287 loss_bbox_dn: 0.154510 loss_giou_dn: 0.514056 loss_class_aux_dn: 2.069414 loss_bbox_aux_dn: 0.895186 loss_giou_aux_dn: 2.794559 loss: 18.069843 eta: 41 days, 1:36:15 batch_cost: 0.8550 data_cost: 0.0082 ips: 9.3566 images/s [07/20 06:14:07] ppdet.engine INFO: Epoch: [1] [26000/54024] learning_rate: 0.000100 loss_class: 0.699306 loss_bbox: 0.150998 loss_giou: 0.637795 loss_class_aux: 4.372171 loss_bbox_aux: 0.968549 loss_giou_aux: 3.953109 loss_class_dn: 0.396035 loss_bbox_dn: 0.152579 loss_giou_dn: 0.538298 loss_class_aux_dn: 2.103957 loss_bbox_aux_dn: 0.911938 loss_giou_aux_dn: 2.937683 loss: 18.270694 eta: 41 days, 1:40:50 batch_cost: 1.0087 data_cost: 0.1256 ips: 7.9311 images/s [07/20 06:15:41] ppdet.engine INFO: Epoch: [1] [26100/54024] learning_rate: 0.000100 loss_class: 0.711803 loss_bbox: 0.134255 loss_giou: 0.537575 loss_class_aux: 4.456480 loss_bbox_aux: 0.885611 loss_giou_aux: 3.407216 loss_class_dn: 0.368711 loss_bbox_dn: 0.161791 loss_giou_dn: 0.489008 loss_class_aux_dn: 1.961618 loss_bbox_aux_dn: 0.929063 loss_giou_aux_dn: 2.706074 loss: 17.168178 eta: 41 days, 1:36:32 batch_cost: 0.8967 data_cost: 0.0286 ips: 8.9213 images/s [07/20 06:17:08] ppdet.engine INFO: Epoch: [1] [26200/54024] learning_rate: 0.000100 loss_class: 0.709272 loss_bbox: 0.129369 loss_giou: 0.589254 loss_class_aux: 4.425868 loss_bbox_aux: 0.882773 loss_giou_aux: 3.765750 loss_class_dn: 0.383463 loss_bbox_dn: 0.145418 loss_giou_dn: 0.509700 loss_class_aux_dn: 2.035772 loss_bbox_aux_dn: 0.860067 loss_giou_aux_dn: 2.772880 loss: 17.444382 eta: 41 days, 1:26:24 batch_cost: 0.8229 data_cost: 0.0010 ips: 9.7216 images/s [07/20 06:18:47] ppdet.engine INFO: Epoch: [1] [26300/54024] learning_rate: 0.000100 loss_class: 0.706008 loss_bbox: 0.145182 loss_giou: 0.574398 loss_class_aux: 4.462082 loss_bbox_aux: 0.926973 loss_giou_aux: 3.637877 loss_class_dn: 0.385328 loss_bbox_dn: 0.164469 loss_giou_dn: 0.515427 loss_class_aux_dn: 2.038202 loss_bbox_aux_dn: 0.940078 loss_giou_aux_dn: 2.798694 loss: 17.427990 eta: 41 days, 1:26:07 batch_cost: 0.9474 data_cost: 0.0015 ips: 8.4445 images/s [07/20 06:20:38] ppdet.engine INFO: Epoch: [1] [26400/54024] learning_rate: 0.000100 loss_class: 0.725412 loss_bbox: 0.140275 loss_giou: 0.560323 loss_class_aux: 4.513114 loss_bbox_aux: 0.904405 loss_giou_aux: 3.512589 loss_class_dn: 0.376018 loss_bbox_dn: 0.153333 loss_giou_dn: 0.501703 loss_class_aux_dn: 1.992848 loss_bbox_aux_dn: 0.898290 loss_giou_aux_dn: 2.717523 loss: 16.843192 eta: 41 days, 1:35:16 batch_cost: 1.0668 data_cost: 0.0009 ips: 7.4991 images/s [07/20 06:22:16] ppdet.engine INFO: Epoch: [1] [26500/54024] learning_rate: 0.000100 loss_class: 0.732849 loss_bbox: 0.129639 loss_giou: 0.524810 loss_class_aux: 4.533167 loss_bbox_aux: 0.870664 loss_giou_aux: 3.272627 loss_class_dn: 0.371042 loss_bbox_dn: 0.155901 loss_giou_dn: 0.480915 loss_class_aux_dn: 1.996703 loss_bbox_aux_dn: 0.892148 loss_giou_aux_dn: 2.599960 loss: 16.783679 eta: 41 days, 1:33:57 batch_cost: 0.9344 data_cost: 0.0503 ips: 8.5614 images/s [07/20 06:23:56] ppdet.engine INFO: Epoch: [1] [26600/54024] learning_rate: 0.000100 loss_class: 0.749266 loss_bbox: 0.150481 loss_giou: 0.649073 loss_class_aux: 4.722788 loss_bbox_aux: 0.980847 loss_giou_aux: 4.119068 loss_class_dn: 0.391303 loss_bbox_dn: 0.159377 loss_giou_dn: 0.537604 loss_class_aux_dn: 2.102919 loss_bbox_aux_dn: 0.910766 loss_giou_aux_dn: 2.899882 loss: 18.320367 eta: 41 days, 1:33:51 batch_cost: 0.9499 data_cost: 0.0425 ips: 8.4222 images/s [07/20 06:25:40] ppdet.engine INFO: Epoch: [1] [26700/54024] learning_rate: 0.000100 loss_class: 0.748313 loss_bbox: 0.136576 loss_giou: 0.578300 loss_class_aux: 4.751751 loss_bbox_aux: 0.907074 loss_giou_aux: 3.615967 loss_class_dn: 0.391992 loss_bbox_dn: 0.157961 loss_giou_dn: 0.494304 loss_class_aux_dn: 2.081884 loss_bbox_aux_dn: 0.901403 loss_giou_aux_dn: 2.702535 loss: 17.745517 eta: 41 days, 1:37:44 batch_cost: 1.0005 data_cost: 0.1016 ips: 7.9959 images/s [07/20 06:27:06] ppdet.engine INFO: Epoch: [1] [26800/54024] learning_rate: 0.000100 loss_class: 0.760638 loss_bbox: 0.144061 loss_giou: 0.616980 loss_class_aux: 4.760010 loss_bbox_aux: 0.937384 loss_giou_aux: 3.874296 loss_class_dn: 0.407807 loss_bbox_dn: 0.160974 loss_giou_dn: 0.535209 loss_class_aux_dn: 2.193772 loss_bbox_aux_dn: 0.931983 loss_giou_aux_dn: 2.883050 loss: 18.367263 eta: 41 days, 1:27:15 batch_cost: 0.8179 data_cost: 0.0083 ips: 9.7812 images/s [07/20 06:28:38] ppdet.engine INFO: Epoch: [1] [26900/54024] learning_rate: 0.000100 loss_class: 0.740235 loss_bbox: 0.149087 loss_giou: 0.584408 loss_class_aux: 4.584853 loss_bbox_aux: 0.949600 loss_giou_aux: 3.668683 loss_class_dn: 0.400899 loss_bbox_dn: 0.159395 loss_giou_dn: 0.540790 loss_class_aux_dn: 2.116920 loss_bbox_aux_dn: 0.911081 loss_giou_aux_dn: 2.973728 loss: 18.170720 eta: 41 days, 1:21:10 batch_cost: 0.8737 data_cost: 0.0010 ips: 9.1566 images/s [07/20 06:30:29] ppdet.engine INFO: Epoch: [1] [27000/54024] learning_rate: 0.000100 loss_class: 0.709485 loss_bbox: 0.134782 loss_giou: 0.530339 loss_class_aux: 4.395971 loss_bbox_aux: 0.856682 loss_giou_aux: 3.359835 loss_class_dn: 0.370274 loss_bbox_dn: 0.152420 loss_giou_dn: 0.477717 loss_class_aux_dn: 1.976136 loss_bbox_aux_dn: 0.885262 loss_giou_aux_dn: 2.588322 loss: 16.493325 eta: 41 days, 1:29:24 batch_cost: 1.0562 data_cost: 0.0010 ips: 7.5741 images/s [07/20 06:32:18] ppdet.engine INFO: Epoch: [1] [27100/54024] learning_rate: 0.000100 loss_class: 0.693186 loss_bbox: 0.135298 loss_giou: 0.552864 loss_class_aux: 4.280087 loss_bbox_aux: 0.879325 loss_giou_aux: 3.510886 loss_class_dn: 0.367627 loss_bbox_dn: 0.152962 loss_giou_dn: 0.495594 loss_class_aux_dn: 1.982435 loss_bbox_aux_dn: 0.899758 loss_giou_aux_dn: 2.667296 loss: 16.954299 eta: 41 days, 1:36:47 batch_cost: 1.0456 data_cost: 0.1848 ips: 7.6512 images/s [07/20 06:33:57] ppdet.engine INFO: Epoch: [1] [27200/54024] learning_rate: 0.000100 loss_class: 0.758634 loss_bbox: 0.136491 loss_giou: 0.593827 loss_class_aux: 4.665631 loss_bbox_aux: 0.933044 loss_giou_aux: 3.770800 loss_class_dn: 0.389606 loss_bbox_dn: 0.156941 loss_giou_dn: 0.525664 loss_class_aux_dn: 2.097191 loss_bbox_aux_dn: 0.892403 loss_giou_aux_dn: 2.851250 loss: 17.669524 eta: 41 days, 1:36:06 batch_cost: 0.9429 data_cost: 0.0444 ips: 8.4843 images/s [07/20 06:35:23] ppdet.engine INFO: Epoch: [1] [27300/54024] learning_rate: 0.000100 loss_class: 0.733545 loss_bbox: 0.133621 loss_giou: 0.553752 loss_class_aux: 4.521853 loss_bbox_aux: 0.854609 loss_giou_aux: 3.523853 loss_class_dn: 0.377219 loss_bbox_dn: 0.152104 loss_giou_dn: 0.484396 loss_class_aux_dn: 2.012868 loss_bbox_aux_dn: 0.893251 loss_giou_aux_dn: 2.663454 loss: 16.978109 eta: 41 days, 1:25:14 batch_cost: 0.8123 data_cost: 0.0010 ips: 9.8482 images/s [07/20 06:36:51] ppdet.engine INFO: Epoch: [1] [27400/54024] learning_rate: 0.000100 loss_class: 0.737907 loss_bbox: 0.150120 loss_giou: 0.619510 loss_class_aux: 4.603870 loss_bbox_aux: 0.988287 loss_giou_aux: 3.828409 loss_class_dn: 0.398210 loss_bbox_dn: 0.167748 loss_giou_dn: 0.537530 loss_class_aux_dn: 2.130402 loss_bbox_aux_dn: 0.989917 loss_giou_aux_dn: 2.949846 loss: 18.237394 eta: 41 days, 1:16:38 batch_cost: 0.8410 data_cost: 0.0010 ips: 9.5127 images/s [07/20 06:38:28] ppdet.engine INFO: Epoch: [1] [27500/54024] learning_rate: 0.000100 loss_class: 0.726031 loss_bbox: 0.143174 loss_giou: 0.590623 loss_class_aux: 4.467738 loss_bbox_aux: 0.925710 loss_giou_aux: 3.751330 loss_class_dn: 0.381216 loss_bbox_dn: 0.165798 loss_giou_dn: 0.506338 loss_class_aux_dn: 2.012178 loss_bbox_aux_dn: 0.957071 loss_giou_aux_dn: 2.773458 loss: 17.781511 eta: 41 days, 1:14:38 batch_cost: 0.9256 data_cost: 0.0012 ips: 8.6426 images/s [07/20 06:39:53] ppdet.engine INFO: Epoch: [1] [27600/54024] learning_rate: 0.000100 loss_class: 0.741379 loss_bbox: 0.134275 loss_giou: 0.611567 loss_class_aux: 4.610535 loss_bbox_aux: 0.878263 loss_giou_aux: 3.805294 loss_class_dn: 0.392557 loss_bbox_dn: 0.154599 loss_giou_dn: 0.522171 loss_class_aux_dn: 2.111058 loss_bbox_aux_dn: 0.883105 loss_giou_aux_dn: 2.871784 loss: 17.996883 eta: 41 days, 1:02:48 batch_cost: 0.7992 data_cost: 0.0010 ips: 10.0101 images/s [07/20 06:41:17] ppdet.engine INFO: Epoch: [1] [27700/54024] learning_rate: 0.000100 loss_class: 0.720001 loss_bbox: 0.145300 loss_giou: 0.535393 loss_class_aux: 4.473649 loss_bbox_aux: 0.947480 loss_giou_aux: 3.400668 loss_class_dn: 0.375181 loss_bbox_dn: 0.152247 loss_giou_dn: 0.473903 loss_class_aux_dn: 1.980990 loss_bbox_aux_dn: 0.873443 loss_giou_aux_dn: 2.598190 loss: 17.104662 eta: 41 days, 0:50:49 batch_cost: 0.7969 data_cost: 0.0010 ips: 10.0383 images/s [07/20 06:42:52] ppdet.engine INFO: Epoch: [1] [27800/54024] learning_rate: 0.000100 loss_class: 0.706911 loss_bbox: 0.125683 loss_giou: 0.559516 loss_class_aux: 4.395774 loss_bbox_aux: 0.826439 loss_giou_aux: 3.531664 loss_class_dn: 0.368529 loss_bbox_dn: 0.140975 loss_giou_dn: 0.498169 loss_class_aux_dn: 1.994480 loss_bbox_aux_dn: 0.808888 loss_giou_aux_dn: 2.714684 loss: 16.667975 eta: 41 days, 0:47:29 batch_cost: 0.9079 data_cost: 0.0470 ips: 8.8111 images/s [07/20 06:44:19] ppdet.engine INFO: Epoch: [1] [27900/54024] learning_rate: 0.000100 loss_class: 0.685058 loss_bbox: 0.130801 loss_giou: 0.587239 loss_class_aux: 4.268308 loss_bbox_aux: 0.860268 loss_giou_aux: 3.650045 loss_class_dn: 0.383548 loss_bbox_dn: 0.135629 loss_giou_dn: 0.510284 loss_class_aux_dn: 2.048496 loss_bbox_aux_dn: 0.806484 loss_giou_aux_dn: 2.755806 loss: 17.391315 eta: 41 days, 0:37:05 batch_cost: 0.8169 data_cost: 0.0020 ips: 9.7929 images/s [07/20 06:45:59] ppdet.engine INFO: Epoch: [1] [28000/54024] learning_rate: 0.000100 loss_class: 0.693728 loss_bbox: 0.137481 loss_giou: 0.615098 loss_class_aux: 4.341980 loss_bbox_aux: 0.875002 loss_giou_aux: 3.838135 loss_class_dn: 0.375902 loss_bbox_dn: 0.150285 loss_giou_dn: 0.508595 loss_class_aux_dn: 2.000466 loss_bbox_aux_dn: 0.860661 loss_giou_aux_dn: 2.748946 loss: 17.325035 eta: 41 days, 0:37:44 batch_cost: 0.9593 data_cost: 0.0195 ips: 8.3397 images/s [07/20 06:47:52] ppdet.engine INFO: Epoch: [1] [28100/54024] learning_rate: 0.000100 loss_class: 0.758948 loss_bbox: 0.142331 loss_giou: 0.596015 loss_class_aux: 4.907465 loss_bbox_aux: 0.927171 loss_giou_aux: 3.664588 loss_class_dn: 0.396977 loss_bbox_dn: 0.162831 loss_giou_dn: 0.509808 loss_class_aux_dn: 2.121543 loss_bbox_aux_dn: 0.927173 loss_giou_aux_dn: 2.776597 loss: 18.069180 eta: 41 days, 0:48:17 batch_cost: 1.0875 data_cost: 0.1124 ips: 7.3560 images/s [07/20 06:49:24] ppdet.engine INFO: Epoch: [1] [28200/54024] learning_rate: 0.000100 loss_class: 0.754143 loss_bbox: 0.132023 loss_giou: 0.612088 loss_class_aux: 4.710546 loss_bbox_aux: 0.869849 loss_giou_aux: 3.856404 loss_class_dn: 0.398050 loss_bbox_dn: 0.155764 loss_giou_dn: 0.528361 loss_class_aux_dn: 2.122664 loss_bbox_aux_dn: 0.897997 loss_giou_aux_dn: 2.899042 loss: 17.866761 eta: 41 days, 0:42:19 batch_cost: 0.8739 data_cost: 0.0113 ips: 9.1544 images/s [07/20 06:50:52] ppdet.engine INFO: Epoch: [1] [28300/54024] learning_rate: 0.000100 loss_class: 0.754904 loss_bbox: 0.141587 loss_giou: 0.552266 loss_class_aux: 4.696798 loss_bbox_aux: 0.937409 loss_giou_aux: 3.530723 loss_class_dn: 0.402547 loss_bbox_dn: 0.169480 loss_giou_dn: 0.500985 loss_class_aux_dn: 2.105873 loss_bbox_aux_dn: 0.955406 loss_giou_aux_dn: 2.708722 loss: 18.076213 eta: 41 days, 0:32:45 batch_cost: 0.8270 data_cost: 0.0324 ips: 9.6736 images/s [07/20 06:52:18] ppdet.engine INFO: Epoch: [1] [28400/54024] learning_rate: 0.000100 loss_class: 0.749359 loss_bbox: 0.139053 loss_giou: 0.553670 loss_class_aux: 4.695535 loss_bbox_aux: 0.895968 loss_giou_aux: 3.483460 loss_class_dn: 0.385154 loss_bbox_dn: 0.160079 loss_giou_dn: 0.509566 loss_class_aux_dn: 2.062780 loss_bbox_aux_dn: 0.909461 loss_giou_aux_dn: 2.788257 loss: 17.631897 eta: 41 days, 0:22:46 batch_cost: 0.8215 data_cost: 0.0012 ips: 9.7385 images/s [07/20 06:53:45] ppdet.engine INFO: Epoch: [1] [28500/54024] learning_rate: 0.000100 loss_class: 0.747888 loss_bbox: 0.136974 loss_giou: 0.614043 loss_class_aux: 4.774538 loss_bbox_aux: 0.882755 loss_giou_aux: 3.841320 loss_class_dn: 0.392142 loss_bbox_dn: 0.154824 loss_giou_dn: 0.522212 loss_class_aux_dn: 2.086196 loss_bbox_aux_dn: 0.899309 loss_giou_aux_dn: 2.841808 loss: 17.805233 eta: 41 days, 0:13:16 batch_cost: 0.8273 data_cost: 0.0010 ips: 9.6695 images/s [07/20 06:55:52] ppdet.engine INFO: Epoch: [1] [28600/54024] learning_rate: 0.000100 loss_class: 0.706368 loss_bbox: 0.137790 loss_giou: 0.541264 loss_class_aux: 4.422436 loss_bbox_aux: 0.891658 loss_giou_aux: 3.398011 loss_class_dn: 0.371436 loss_bbox_dn: 0.157247 loss_giou_dn: 0.468887 loss_class_aux_dn: 1.988376 loss_bbox_aux_dn: 0.906727 loss_giou_aux_dn: 2.547029 loss: 17.020682 eta: 41 days, 0:33:52 batch_cost: 1.2192 data_cost: 0.0345 ips: 6.5618 images/s [07/20 06:57:32] ppdet.engine INFO: Epoch: [1] [28700/54024] learning_rate: 0.000100 loss_class: 0.699725 loss_bbox: 0.139942 loss_giou: 0.538088 loss_class_aux: 4.452766 loss_bbox_aux: 0.907500 loss_giou_aux: 3.371750 loss_class_dn: 0.363303 loss_bbox_dn: 0.151896 loss_giou_dn: 0.476289 loss_class_aux_dn: 1.929136 loss_bbox_aux_dn: 0.893586 loss_giou_aux_dn: 2.592394 loss: 16.815045 eta: 41 days, 0:34:21 batch_cost: 0.9574 data_cost: 0.0196 ips: 8.3560 images/s [07/20 06:59:12] ppdet.engine INFO: Epoch: [1] [28800/54024] learning_rate: 0.000100 loss_class: 0.763332 loss_bbox: 0.147751 loss_giou: 0.554096 loss_class_aux: 4.718650 loss_bbox_aux: 0.936193 loss_giou_aux: 3.459821 loss_class_dn: 0.385890 loss_bbox_dn: 0.154700 loss_giou_dn: 0.498674 loss_class_aux_dn: 2.083364 loss_bbox_aux_dn: 0.885322 loss_giou_aux_dn: 2.731709 loss: 17.349005 eta: 41 days, 0:34:10 batch_cost: 0.9491 data_cost: 0.0102 ips: 8.4294 images/s [07/20 07:00:46] ppdet.engine INFO: Epoch: [1] [28900/54024] learning_rate: 0.000100 loss_class: 0.764752 loss_bbox: 0.154935 loss_giou: 0.621986 loss_class_aux: 4.716121 loss_bbox_aux: 1.010257 loss_giou_aux: 3.931723 loss_class_dn: 0.404693 loss_bbox_dn: 0.168804 loss_giou_dn: 0.538025 loss_class_aux_dn: 2.186099 loss_bbox_aux_dn: 0.967382 loss_giou_aux_dn: 2.935218 loss: 19.052597 eta: 41 days, 0:29:29 batch_cost: 0.8900 data_cost: 0.0199 ips: 8.9888 images/s [07/20 07:02:24] ppdet.engine INFO: Epoch: [1] [29000/54024] learning_rate: 0.000100 loss_class: 0.710598 loss_bbox: 0.132640 loss_giou: 0.539763 loss_class_aux: 4.404293 loss_bbox_aux: 0.839392 loss_giou_aux: 3.304952 loss_class_dn: 0.367313 loss_bbox_dn: 0.162009 loss_giou_dn: 0.473716 loss_class_aux_dn: 1.962517 loss_bbox_aux_dn: 0.938092 loss_giou_aux_dn: 2.587361 loss: 16.580690 eta: 41 days, 0:28:07 batch_cost: 0.9336 data_cost: 0.1175 ips: 8.5689 images/s [07/20 07:03:55] ppdet.engine INFO: Epoch: [1] [29100/54024] learning_rate: 0.000100 loss_class: 0.723482 loss_bbox: 0.130198 loss_giou: 0.544476 loss_class_aux: 4.603504 loss_bbox_aux: 0.814340 loss_giou_aux: 3.452695 loss_class_dn: 0.363939 loss_bbox_dn: 0.156731 loss_giou_dn: 0.456055 loss_class_aux_dn: 1.953204 loss_bbox_aux_dn: 0.898067 loss_giou_aux_dn: 2.529932 loss: 16.556996 eta: 41 days, 0:21:31 batch_cost: 0.8648 data_cost: 0.0011 ips: 9.2512 images/s [07/20 07:05:40] ppdet.engine INFO: Epoch: [1] [29200/54024] learning_rate: 0.000100 loss_class: 0.775119 loss_bbox: 0.138298 loss_giou: 0.621836 loss_class_aux: 4.814471 loss_bbox_aux: 0.932524 loss_giou_aux: 3.847606 loss_class_dn: 0.392629 loss_bbox_dn: 0.159167 loss_giou_dn: 0.540018 loss_class_aux_dn: 2.106428 loss_bbox_aux_dn: 0.918616 loss_giou_aux_dn: 2.920067 loss: 17.910069 eta: 41 days, 0:25:00 batch_cost: 0.9970 data_cost: 0.0010 ips: 8.0238 images/s [07/20 07:07:16] ppdet.engine INFO: Epoch: [1] [29300/54024] learning_rate: 0.000100 loss_class: 0.728335 loss_bbox: 0.146649 loss_giou: 0.587389 loss_class_aux: 4.614550 loss_bbox_aux: 0.952847 loss_giou_aux: 3.769730 loss_class_dn: 0.396511 loss_bbox_dn: 0.159020 loss_giou_dn: 0.528685 loss_class_aux_dn: 2.104969 loss_bbox_aux_dn: 0.891800 loss_giou_aux_dn: 2.877818 loss: 18.334341 eta: 41 days, 0:22:28 batch_cost: 0.9182 data_cost: 0.0666 ips: 8.7131 images/s [07/20 07:09:00] ppdet.engine INFO: Epoch: [1] [29400/54024] learning_rate: 0.000100 loss_class: 0.731100 loss_bbox: 0.137190 loss_giou: 0.573337 loss_class_aux: 4.480443 loss_bbox_aux: 0.933504 loss_giou_aux: 3.622198 loss_class_dn: 0.380152 loss_bbox_dn: 0.155089 loss_giou_dn: 0.504841 loss_class_aux_dn: 2.014907 loss_bbox_aux_dn: 0.898707 loss_giou_aux_dn: 2.761773 loss: 17.645933 eta: 41 days, 0:24:56 batch_cost: 0.9838 data_cost: 0.0975 ips: 8.1317 images/s [07/20 07:10:52] ppdet.engine INFO: Epoch: [1] [29500/54024] learning_rate: 0.000100 loss_class: 0.680885 loss_bbox: 0.132485 loss_giou: 0.545715 loss_class_aux: 4.271833 loss_bbox_aux: 0.863747 loss_giou_aux: 3.454726 loss_class_dn: 0.356357 loss_bbox_dn: 0.154021 loss_giou_dn: 0.492974 loss_class_aux_dn: 1.902874 loss_bbox_aux_dn: 0.883003 loss_giou_aux_dn: 2.739896 loss: 16.506640 eta: 41 days, 0:34:10 batch_cost: 1.0730 data_cost: 0.0260 ips: 7.4559 images/s [07/20 07:12:18] ppdet.engine INFO: Epoch: [1] [29600/54024] learning_rate: 0.000100 loss_class: 0.689373 loss_bbox: 0.126434 loss_giou: 0.496859 loss_class_aux: 4.359949 loss_bbox_aux: 0.833096 loss_giou_aux: 3.186972 loss_class_dn: 0.356398 loss_bbox_dn: 0.140351 loss_giou_dn: 0.451287 loss_class_aux_dn: 1.883291 loss_bbox_aux_dn: 0.810423 loss_giou_aux_dn: 2.447719 loss: 16.400007 eta: 41 days, 0:23:52 batch_cost: 0.8160 data_cost: 0.0113 ips: 9.8042 images/s [07/20 07:13:54] ppdet.engine INFO: Epoch: [1] [29700/54024] learning_rate: 0.000100 loss_class: 0.746743 loss_bbox: 0.136803 loss_giou: 0.652962 loss_class_aux: 4.694505 loss_bbox_aux: 0.907883 loss_giou_aux: 4.059410 loss_class_dn: 0.395373 loss_bbox_dn: 0.163903 loss_giou_dn: 0.533655 loss_class_aux_dn: 2.120762 loss_bbox_aux_dn: 0.935844 loss_giou_aux_dn: 2.908381 loss: 18.177248 eta: 41 days, 0:21:24 batch_cost: 0.9189 data_cost: 0.0501 ips: 8.7057 images/s [07/20 07:15:22] ppdet.engine INFO: Epoch: [1] [29800/54024] learning_rate: 0.000100 loss_class: 0.738316 loss_bbox: 0.141134 loss_giou: 0.647525 loss_class_aux: 4.567620 loss_bbox_aux: 0.916784 loss_giou_aux: 4.025922 loss_class_dn: 0.382986 loss_bbox_dn: 0.153378 loss_giou_dn: 0.520460 loss_class_aux_dn: 2.016226 loss_bbox_aux_dn: 0.867901 loss_giou_aux_dn: 2.845713 loss: 17.605586 eta: 41 days, 0:12:41 batch_cost: 0.8364 data_cost: 0.0324 ips: 9.5642 images/s [07/20 07:16:50] ppdet.engine INFO: Epoch: [1] [29900/54024] learning_rate: 0.000100 loss_class: 0.725969 loss_bbox: 0.135423 loss_giou: 0.628473 loss_class_aux: 4.527965 loss_bbox_aux: 0.878258 loss_giou_aux: 3.929601 loss_class_dn: 0.388887 loss_bbox_dn: 0.150062 loss_giou_dn: 0.532167 loss_class_aux_dn: 2.075300 loss_bbox_aux_dn: 0.872531 loss_giou_aux_dn: 2.862017 loss: 17.877527 eta: 41 days, 0:03:31 batch_cost: 0.8302 data_cost: 0.0010 ips: 9.6359 images/s [07/20 07:18:23] ppdet.engine INFO: Epoch: [1] [30000/54024] learning_rate: 0.000100 loss_class: 0.698264 loss_bbox: 0.134967 loss_giou: 0.588211 loss_class_aux: 4.337853 loss_bbox_aux: 0.868818 loss_giou_aux: 3.739141 loss_class_dn: 0.363112 loss_bbox_dn: 0.139975 loss_giou_dn: 0.486678 loss_class_aux_dn: 1.935841 loss_bbox_aux_dn: 0.810716 loss_giou_aux_dn: 2.638298 loss: 16.916705 eta: 40 days, 23:58:19 batch_cost: 0.8826 data_cost: 0.0412 ips: 9.0641 images/s [07/20 07:19:57] ppdet.engine INFO: Epoch: [1] [30100/54024] learning_rate: 0.000100 loss_class: 0.695370 loss_bbox: 0.140572 loss_giou: 0.585139 loss_class_aux: 4.416940 loss_bbox_aux: 0.885393 loss_giou_aux: 3.683435 loss_class_dn: 0.390756 loss_bbox_dn: 0.157920 loss_giou_dn: 0.521551 loss_class_aux_dn: 2.091104 loss_bbox_aux_dn: 0.891989 loss_giou_aux_dn: 2.809319 loss: 17.783701 eta: 40 days, 23:54:01 batch_cost: 0.8942 data_cost: 0.0494 ips: 8.9467 images/s [07/20 07:21:30] ppdet.engine INFO: Epoch: [1] [30200/54024] learning_rate: 0.000100 loss_class: 0.717633 loss_bbox: 0.141488 loss_giou: 0.550777 loss_class_aux: 4.496531 loss_bbox_aux: 0.942192 loss_giou_aux: 3.409517 loss_class_dn: 0.379540 loss_bbox_dn: 0.156622 loss_giou_dn: 0.493453 loss_class_aux_dn: 2.012414 loss_bbox_aux_dn: 0.912070 loss_giou_aux_dn: 2.673171 loss: 17.181215 eta: 40 days, 23:49:00 batch_cost: 0.8849 data_cost: 0.0174 ips: 9.0408 images/s [07/20 07:23:06] ppdet.engine INFO: Epoch: [1] [30300/54024] learning_rate: 0.000100 loss_class: 0.750833 loss_bbox: 0.136929 loss_giou: 0.562156 loss_class_aux: 4.638619 loss_bbox_aux: 0.895958 loss_giou_aux: 3.526513 loss_class_dn: 0.377025 loss_bbox_dn: 0.154930 loss_giou_dn: 0.497136 loss_class_aux_dn: 1.987510 loss_bbox_aux_dn: 0.884117 loss_giou_aux_dn: 2.698131 loss: 17.049786 eta: 40 days, 23:46:27 batch_cost: 0.9173 data_cost: 0.0366 ips: 8.7215 images/s [07/20 07:24:52] ppdet.engine INFO: Epoch: [1] [30400/54024] learning_rate: 0.000100 loss_class: 0.740871 loss_bbox: 0.141540 loss_giou: 0.573449 loss_class_aux: 4.587148 loss_bbox_aux: 0.919812 loss_giou_aux: 3.649395 loss_class_dn: 0.388003 loss_bbox_dn: 0.147668 loss_giou_dn: 0.525372 loss_class_aux_dn: 2.059600 loss_bbox_aux_dn: 0.865109 loss_giou_aux_dn: 2.847097 loss: 17.781185 eta: 40 days, 23:51:00 batch_cost: 1.0120 data_cost: 0.1282 ips: 7.9052 images/s [07/20 07:26:29] ppdet.engine INFO: Epoch: [1] [30500/54024] learning_rate: 0.000100 loss_class: 0.682278 loss_bbox: 0.145900 loss_giou: 0.554215 loss_class_aux: 4.318146 loss_bbox_aux: 0.930647 loss_giou_aux: 3.422663 loss_class_dn: 0.369559 loss_bbox_dn: 0.158032 loss_giou_dn: 0.484594 loss_class_aux_dn: 1.972506 loss_bbox_aux_dn: 0.933651 loss_giou_aux_dn: 2.655723 loss: 16.980383 eta: 40 days, 23:48:49 batch_cost: 0.9223 data_cost: 0.0057 ips: 8.6740 images/s [07/20 07:28:05] ppdet.engine INFO: Epoch: [1] [30600/54024] learning_rate: 0.000100 loss_class: 0.710540 loss_bbox: 0.131824 loss_giou: 0.581841 loss_class_aux: 4.477925 loss_bbox_aux: 0.871647 loss_giou_aux: 3.653487 loss_class_dn: 0.390060 loss_bbox_dn: 0.156998 loss_giou_dn: 0.503062 loss_class_aux_dn: 2.052977 loss_bbox_aux_dn: 0.888538 loss_giou_aux_dn: 2.745243 loss: 17.483622 eta: 40 days, 23:46:40 batch_cost: 0.9227 data_cost: 0.0076 ips: 8.6704 images/s [07/20 07:29:46] ppdet.engine INFO: Epoch: [1] [30700/54024] learning_rate: 0.000100 loss_class: 0.718540 loss_bbox: 0.132318 loss_giou: 0.537415 loss_class_aux: 4.466160 loss_bbox_aux: 0.873804 loss_giou_aux: 3.416295 loss_class_dn: 0.370084 loss_bbox_dn: 0.157750 loss_giou_dn: 0.466391 loss_class_aux_dn: 1.990039 loss_bbox_aux_dn: 0.892955 loss_giou_aux_dn: 2.575002 loss: 17.036686 eta: 40 days, 23:47:12 batch_cost: 0.9586 data_cost: 0.1304 ips: 8.3453 images/s [07/20 07:31:15] ppdet.engine INFO: Epoch: [1] [30800/54024] learning_rate: 0.000100 loss_class: 0.711715 loss_bbox: 0.134029 loss_giou: 0.557136 loss_class_aux: 4.493204 loss_bbox_aux: 0.877031 loss_giou_aux: 3.510682 loss_class_dn: 0.369558 loss_bbox_dn: 0.147800 loss_giou_dn: 0.493809 loss_class_aux_dn: 1.965564 loss_bbox_aux_dn: 0.848236 loss_giou_aux_dn: 2.699726 loss: 17.209705 eta: 40 days, 23:38:44 batch_cost: 0.8384 data_cost: 0.0442 ips: 9.5424 images/s [07/20 07:32:57] ppdet.engine INFO: Epoch: [1] [30900/54024] learning_rate: 0.000100 loss_class: 0.750759 loss_bbox: 0.151272 loss_giou: 0.574305 loss_class_aux: 4.702790 loss_bbox_aux: 1.009677 loss_giou_aux: 3.643892 loss_class_dn: 0.389417 loss_bbox_dn: 0.167766 loss_giou_dn: 0.515704 loss_class_aux_dn: 2.085071 loss_bbox_aux_dn: 0.968827 loss_giou_aux_dn: 2.787668 loss: 18.225343 eta: 40 days, 23:40:33 batch_cost: 0.9757 data_cost: 0.0275 ips: 8.1996 images/s [07/20 07:34:29] ppdet.engine INFO: Epoch: [1] [31000/54024] learning_rate: 0.000100 loss_class: 0.690261 loss_bbox: 0.123396 loss_giou: 0.519382 loss_class_aux: 4.388906 loss_bbox_aux: 0.765426 loss_giou_aux: 3.261710 loss_class_dn: 0.366864 loss_bbox_dn: 0.138597 loss_giou_dn: 0.471152 loss_class_aux_dn: 1.955017 loss_bbox_aux_dn: 0.828187 loss_giou_aux_dn: 2.583524 loss: 16.117665 eta: 40 days, 23:35:00 batch_cost: 0.8773 data_cost: 0.0010 ips: 9.1190 images/s [07/20 07:36:00] ppdet.engine INFO: Epoch: [1] [31100/54024] learning_rate: 0.000100 loss_class: 0.766098 loss_bbox: 0.145691 loss_giou: 0.614388 loss_class_aux: 4.751554 loss_bbox_aux: 0.938224 loss_giou_aux: 3.770700 loss_class_dn: 0.398515 loss_bbox_dn: 0.151986 loss_giou_dn: 0.544932 loss_class_aux_dn: 2.124345 loss_bbox_aux_dn: 0.879479 loss_giou_aux_dn: 2.950369 loss: 17.922407 eta: 40 days, 23:28:22 batch_cost: 0.8623 data_cost: 0.0018 ips: 9.2780 images/s [07/20 07:37:36] ppdet.engine INFO: Epoch: [1] [31200/54024] learning_rate: 0.000100 loss_class: 0.772877 loss_bbox: 0.140886 loss_giou: 0.605044 loss_class_aux: 4.792730 loss_bbox_aux: 0.917508 loss_giou_aux: 3.808329 loss_class_dn: 0.404799 loss_bbox_dn: 0.159961 loss_giou_dn: 0.539189 loss_class_aux_dn: 2.159772 loss_bbox_aux_dn: 0.929659 loss_giou_aux_dn: 2.942325 loss: 18.090832 eta: 40 days, 23:25:51 batch_cost: 0.9176 data_cost: 0.0009 ips: 8.7182 images/s [07/20 07:39:06] ppdet.engine INFO: Epoch: [1] [31300/54024] learning_rate: 0.000100 loss_class: 0.715533 loss_bbox: 0.131148 loss_giou: 0.525259 loss_class_aux: 4.480275 loss_bbox_aux: 0.857183 loss_giou_aux: 3.352458 loss_class_dn: 0.370429 loss_bbox_dn: 0.151319 loss_giou_dn: 0.472184 loss_class_aux_dn: 1.964474 loss_bbox_aux_dn: 0.868653 loss_giou_aux_dn: 2.582255 loss: 16.826213 eta: 40 days, 23:18:40 batch_cost: 0.8549 data_cost: 0.0010 ips: 9.3579 images/s [07/20 07:40:36] ppdet.engine INFO: Epoch: [1] [31400/54024] learning_rate: 0.000100 loss_class: 0.708171 loss_bbox: 0.139104 loss_giou: 0.607136 loss_class_aux: 4.479258 loss_bbox_aux: 0.915952 loss_giou_aux: 3.742635 loss_class_dn: 0.375067 loss_bbox_dn: 0.157125 loss_giou_dn: 0.527983 loss_class_aux_dn: 2.012154 loss_bbox_aux_dn: 0.919004 loss_giou_aux_dn: 2.807861 loss: 17.017974 eta: 40 days, 23:11:42 batch_cost: 0.8574 data_cost: 0.0580 ips: 9.3310 images/s [07/20 07:42:03] ppdet.engine INFO: Epoch: [1] [31500/54024] learning_rate: 0.000100 loss_class: 0.742570 loss_bbox: 0.135581 loss_giou: 0.557675 loss_class_aux: 4.683392 loss_bbox_aux: 0.860812 loss_giou_aux: 3.410600 loss_class_dn: 0.377873 loss_bbox_dn: 0.153313 loss_giou_dn: 0.492722 loss_class_aux_dn: 2.012035 loss_bbox_aux_dn: 0.891308 loss_giou_aux_dn: 2.683452 loss: 16.976488 eta: 40 days, 23:02:18 batch_cost: 0.8245 data_cost: 0.0010 ips: 9.7024 images/s [07/20 07:43:31] ppdet.engine INFO: Epoch: [1] [31600/54024] learning_rate: 0.000100 loss_class: 0.705843 loss_bbox: 0.134374 loss_giou: 0.544264 loss_class_aux: 4.293602 loss_bbox_aux: 0.849911 loss_giou_aux: 3.395421 loss_class_dn: 0.363908 loss_bbox_dn: 0.145208 loss_giou_dn: 0.472160 loss_class_aux_dn: 1.915365 loss_bbox_aux_dn: 0.838856 loss_giou_aux_dn: 2.618152 loss: 16.697129 eta: 40 days, 22:53:39 batch_cost: 0.8344 data_cost: 0.0010 ips: 9.5872 images/s [07/20 07:44:58] ppdet.engine INFO: Epoch: [1] [31700/54024] learning_rate: 0.000100 loss_class: 0.730008 loss_bbox: 0.134795 loss_giou: 0.570121 loss_class_aux: 4.604260 loss_bbox_aux: 0.901955 loss_giou_aux: 3.542169 loss_class_dn: 0.392836 loss_bbox_dn: 0.159705 loss_giou_dn: 0.490349 loss_class_aux_dn: 2.070792 loss_bbox_aux_dn: 0.908674 loss_giou_aux_dn: 2.660059 loss: 17.456055 eta: 40 days, 22:44:28 batch_cost: 0.8269 data_cost: 0.0032 ips: 9.6748 images/s [07/20 07:46:31] ppdet.engine INFO: Epoch: [1] [31800/54024] learning_rate: 0.000100 loss_class: 0.693863 loss_bbox: 0.143095 loss_giou: 0.550023 loss_class_aux: 4.349286 loss_bbox_aux: 0.899479 loss_giou_aux: 3.473488 loss_class_dn: 0.381268 loss_bbox_dn: 0.156507 loss_giou_dn: 0.491471 loss_class_aux_dn: 2.046085 loss_bbox_aux_dn: 0.896709 loss_giou_aux_dn: 2.707013 loss: 17.184696 eta: 40 days, 22:39:05 batch_cost: 0.8783 data_cost: 0.0165 ips: 9.1086 images/s [07/20 07:48:07] ppdet.engine INFO: Epoch: [1] [31900/54024] learning_rate: 0.000100 loss_class: 0.744148 loss_bbox: 0.137280 loss_giou: 0.587334 loss_class_aux: 4.636774 loss_bbox_aux: 0.912478 loss_giou_aux: 3.676184 loss_class_dn: 0.396532 loss_bbox_dn: 0.147313 loss_giou_dn: 0.505325 loss_class_aux_dn: 2.122304 loss_bbox_aux_dn: 0.839326 loss_giou_aux_dn: 2.739224 loss: 18.080484 eta: 40 days, 22:36:10 batch_cost: 0.9114 data_cost: 0.0350 ips: 8.7781 images/s [07/20 07:49:39] ppdet.engine INFO: Epoch: [1] [32000/54024] learning_rate: 0.000100 loss_class: 0.761607 loss_bbox: 0.141544 loss_giou: 0.612913 loss_class_aux: 4.838113 loss_bbox_aux: 0.933389 loss_giou_aux: 3.810742 loss_class_dn: 0.390574 loss_bbox_dn: 0.157074 loss_giou_dn: 0.540471 loss_class_aux_dn: 2.079343 loss_bbox_aux_dn: 0.913093 loss_giou_aux_dn: 2.952752 loss: 18.542034 eta: 40 days, 22:30:21 batch_cost: 0.8721 data_cost: 0.0442 ips: 9.1737 images/s [07/20 07:51:08] ppdet.engine INFO: Epoch: [1] [32100/54024] learning_rate: 0.000100 loss_class: 0.722948 loss_bbox: 0.141059 loss_giou: 0.557044 loss_class_aux: 4.544556 loss_bbox_aux: 0.915369 loss_giou_aux: 3.414195 loss_class_dn: 0.376460 loss_bbox_dn: 0.171987 loss_giou_dn: 0.475827 loss_class_aux_dn: 1.984414 loss_bbox_aux_dn: 0.979123 loss_giou_aux_dn: 2.569770 loss: 16.784528 eta: 40 days, 22:22:15 batch_cost: 0.8409 data_cost: 0.0439 ips: 9.5139 images/s [07/20 07:52:37] ppdet.engine INFO: Epoch: [1] [32200/54024] learning_rate: 0.000100 loss_class: 0.663655 loss_bbox: 0.126018 loss_giou: 0.508424 loss_class_aux: 4.143661 loss_bbox_aux: 0.811942 loss_giou_aux: 3.179762 loss_class_dn: 0.353601 loss_bbox_dn: 0.151285 loss_giou_dn: 0.463968 loss_class_aux_dn: 1.909381 loss_bbox_aux_dn: 0.876048 loss_giou_aux_dn: 2.515185 loss: 15.960042 eta: 40 days, 22:14:56 batch_cost: 0.8514 data_cost: 0.0010 ips: 9.3964 images/s [07/20 07:54:12] ppdet.engine INFO: Epoch: [1] [32300/54024] learning_rate: 0.000100 loss_class: 0.728571 loss_bbox: 0.136807 loss_giou: 0.537123 loss_class_aux: 4.510863 loss_bbox_aux: 0.886518 loss_giou_aux: 3.455747 loss_class_dn: 0.371613 loss_bbox_dn: 0.144461 loss_giou_dn: 0.484056 loss_class_aux_dn: 1.987262 loss_bbox_aux_dn: 0.820727 loss_giou_aux_dn: 2.657668 loss: 17.359942 eta: 40 days, 22:10:36 batch_cost: 0.8918 data_cost: 0.0012 ips: 8.9702 images/s [07/20 07:55:36] ppdet.engine INFO: Epoch: [1] [32400/54024] learning_rate: 0.000100 loss_class: 0.697630 loss_bbox: 0.145108 loss_giou: 0.497000 loss_class_aux: 4.369343 loss_bbox_aux: 0.932043 loss_giou_aux: 3.190092 loss_class_dn: 0.370410 loss_bbox_dn: 0.162093 loss_giou_dn: 0.467446 loss_class_aux_dn: 1.958571 loss_bbox_aux_dn: 0.923348 loss_giou_aux_dn: 2.532200 loss: 16.751190 eta: 40 days, 21:59:22 batch_cost: 0.7974 data_cost: 0.0010 ips: 10.0320 images/s [07/20 07:57:10] ppdet.engine INFO: Epoch: [1] [32500/54024] learning_rate: 0.000100 loss_class: 0.733614 loss_bbox: 0.139036 loss_giou: 0.600238 loss_class_aux: 4.629492 loss_bbox_aux: 0.925524 loss_giou_aux: 3.767798 loss_class_dn: 0.383193 loss_bbox_dn: 0.166084 loss_giou_dn: 0.510279 loss_class_aux_dn: 2.033130 loss_bbox_aux_dn: 0.921071 loss_giou_aux_dn: 2.780251 loss: 17.750182 eta: 40 days, 21:54:41 batch_cost: 0.8869 data_cost: 0.0182 ips: 9.0203 images/s [07/20 07:58:42] ppdet.engine INFO: Epoch: [1] [32600/54024] learning_rate: 0.000100 loss_class: 0.784628 loss_bbox: 0.157510 loss_giou: 0.624628 loss_class_aux: 4.905398 loss_bbox_aux: 1.023594 loss_giou_aux: 3.899468 loss_class_dn: 0.406987 loss_bbox_dn: 0.167006 loss_giou_dn: 0.540165 loss_class_aux_dn: 2.163103 loss_bbox_aux_dn: 0.967330 loss_giou_aux_dn: 2.947268 loss: 18.594951 eta: 40 days, 21:49:08 batch_cost: 0.8746 data_cost: 0.0010 ips: 9.1467 images/s [07/20 08:00:15] ppdet.engine INFO: Epoch: [1] [32700/54024] learning_rate: 0.000100 loss_class: 0.726485 loss_bbox: 0.139077 loss_giou: 0.550294 loss_class_aux: 4.551646 loss_bbox_aux: 0.915515 loss_giou_aux: 3.476127 loss_class_dn: 0.383535 loss_bbox_dn: 0.151733 loss_giou_dn: 0.496493 loss_class_aux_dn: 2.053692 loss_bbox_aux_dn: 0.885208 loss_giou_aux_dn: 2.725098 loss: 17.656740 eta: 40 days, 21:44:05 batch_cost: 0.8815 data_cost: 0.0118 ips: 9.0755 images/s [07/20 08:01:50] ppdet.engine INFO: Epoch: [1] [32800/54024] learning_rate: 0.000100 loss_class: 0.745605 loss_bbox: 0.143183 loss_giou: 0.581153 loss_class_aux: 4.625537 loss_bbox_aux: 0.921604 loss_giou_aux: 3.626276 loss_class_dn: 0.381167 loss_bbox_dn: 0.159940 loss_giou_dn: 0.485698 loss_class_aux_dn: 2.012532 loss_bbox_aux_dn: 0.944677 loss_giou_aux_dn: 2.655026 loss: 17.509545 eta: 40 days, 21:41:28 batch_cost: 0.9146 data_cost: 0.0010 ips: 8.7466 images/s [07/20 08:03:22] ppdet.engine INFO: Epoch: [1] [32900/54024] learning_rate: 0.000100 loss_class: 0.717027 loss_bbox: 0.134295 loss_giou: 0.606885 loss_class_aux: 4.578968 loss_bbox_aux: 0.874649 loss_giou_aux: 3.788143 loss_class_dn: 0.392876 loss_bbox_dn: 0.145889 loss_giou_dn: 0.528087 loss_class_aux_dn: 2.096741 loss_bbox_aux_dn: 0.840245 loss_giou_aux_dn: 2.838398 loss: 17.849633 eta: 40 days, 21:35:02 batch_cost: 0.8625 data_cost: 0.0700 ips: 9.2751 images/s [07/20 08:04:52] ppdet.engine INFO: Epoch: [1] [33000/54024] learning_rate: 0.000100 loss_class: 0.713289 loss_bbox: 0.142861 loss_giou: 0.605070 loss_class_aux: 4.456110 loss_bbox_aux: 0.935700 loss_giou_aux: 3.772743 loss_class_dn: 0.375610 loss_bbox_dn: 0.157842 loss_giou_dn: 0.522781 loss_class_aux_dn: 2.017389 loss_bbox_aux_dn: 0.894155 loss_giou_aux_dn: 2.847633 loss: 17.551004 eta: 40 days, 21:28:10 batch_cost: 0.8562 data_cost: 0.0011 ips: 9.3434 images/s [07/20 08:06:25] ppdet.engine INFO: Epoch: [1] [33100/54024] learning_rate: 0.000100 loss_class: 0.707527 loss_bbox: 0.149116 loss_giou: 0.530988 loss_class_aux: 4.439887 loss_bbox_aux: 0.984581 loss_giou_aux: 3.349147 loss_class_dn: 0.368371 loss_bbox_dn: 0.163356 loss_giou_dn: 0.468242 loss_class_aux_dn: 1.981063 loss_bbox_aux_dn: 0.934546 loss_giou_aux_dn: 2.614342 loss: 17.161365 eta: 40 days, 21:23:23 batch_cost: 0.8847 data_cost: 0.0204 ips: 9.0427 images/s [07/20 08:07:49] ppdet.engine INFO: Epoch: [1] [33200/54024] learning_rate: 0.000100 loss_class: 0.734145 loss_bbox: 0.138658 loss_giou: 0.588295 loss_class_aux: 4.566638 loss_bbox_aux: 0.915864 loss_giou_aux: 3.734933 loss_class_dn: 0.371591 loss_bbox_dn: 0.146284 loss_giou_dn: 0.509153 loss_class_aux_dn: 1.976159 loss_bbox_aux_dn: 0.848937 loss_giou_aux_dn: 2.733049 loss: 17.216066 eta: 40 days, 21:12:02 batch_cost: 0.7941 data_cost: 0.0010 ips: 10.0741 images/s [07/20 08:09:15] ppdet.engine INFO: Epoch: [1] [33300/54024] learning_rate: 0.000100 loss_class: 0.672269 loss_bbox: 0.148115 loss_giou: 0.519550 loss_class_aux: 4.283322 loss_bbox_aux: 0.954806 loss_giou_aux: 3.316282 loss_class_dn: 0.360909 loss_bbox_dn: 0.168921 loss_giou_dn: 0.474582 loss_class_aux_dn: 1.910297 loss_bbox_aux_dn: 0.969282 loss_giou_aux_dn: 2.600530 loss: 16.942878 eta: 40 days, 21:02:23 batch_cost: 0.8174 data_cost: 0.0014 ips: 9.7876 images/s [07/20 08:10:56] ppdet.engine INFO: Epoch: [1] [33400/54024] learning_rate: 0.000100 loss_class: 0.717175 loss_bbox: 0.134325 loss_giou: 0.552905 loss_class_aux: 4.499469 loss_bbox_aux: 0.875408 loss_giou_aux: 3.429811 loss_class_dn: 0.381755 loss_bbox_dn: 0.153357 loss_giou_dn: 0.458213 loss_class_aux_dn: 2.045204 loss_bbox_aux_dn: 0.896261 loss_giou_aux_dn: 2.544572 loss: 17.158350 eta: 40 days, 21:03:11 batch_cost: 0.9611 data_cost: 0.0020 ips: 8.3237 images/s [07/20 08:12:48] ppdet.engine INFO: Epoch: [1] [33500/54024] learning_rate: 0.000100 loss_class: 0.726498 loss_bbox: 0.135167 loss_giou: 0.573167 loss_class_aux: 4.561391 loss_bbox_aux: 0.879086 loss_giou_aux: 3.609791 loss_class_dn: 0.371400 loss_bbox_dn: 0.147778 loss_giou_dn: 0.502077 loss_class_aux_dn: 2.000300 loss_bbox_aux_dn: 0.856669 loss_giou_aux_dn: 2.725060 loss: 17.113023 eta: 40 days, 21:11:44 batch_cost: 1.0684 data_cost: 0.0052 ips: 7.4876 images/s [07/20 08:14:14] ppdet.engine INFO: Epoch: [1] [33600/54024] learning_rate: 0.000100 loss_class: 0.736176 loss_bbox: 0.138979 loss_giou: 0.581740 loss_class_aux: 4.542341 loss_bbox_aux: 0.894204 loss_giou_aux: 3.673981 loss_class_dn: 0.384906 loss_bbox_dn: 0.153500 loss_giou_dn: 0.523071 loss_class_aux_dn: 2.040011 loss_bbox_aux_dn: 0.891747 loss_giou_aux_dn: 2.832696 loss: 17.654442 eta: 40 days, 21:01:40 batch_cost: 0.8111 data_cost: 0.0167 ips: 9.8631 images/s [07/20 08:15:42] ppdet.engine INFO: Epoch: [1] [33700/54024] learning_rate: 0.000100 loss_class: 0.718011 loss_bbox: 0.138598 loss_giou: 0.558772 loss_class_aux: 4.511793 loss_bbox_aux: 0.867866 loss_giou_aux: 3.493608 loss_class_dn: 0.380653 loss_bbox_dn: 0.158662 loss_giou_dn: 0.476563 loss_class_aux_dn: 2.042862 loss_bbox_aux_dn: 0.920864 loss_giou_aux_dn: 2.642336 loss: 17.032152 eta: 40 days, 20:53:27 batch_cost: 0.8366 data_cost: 0.0108 ips: 9.5631 images/s [07/20 08:16:07] ppdet.data.transform.operators WARNING: The actual image height: 1024 is not equal to the height: 768.0 in annotation, and update sample['h'] by actual image height. [07/20 08:16:07] ppdet.data.transform.operators WARNING: The actual image width: 768 is not equal to the width: 1024.0 in annotation, and update sample['w'] by actual image width. [07/20 08:17:36] ppdet.engine INFO: Epoch: [1] [33800/54024] learning_rate: 0.000100 loss_class: 0.741815 loss_bbox: 0.137631 loss_giou: 0.589284 loss_class_aux: 4.674009 loss_bbox_aux: 0.923078 loss_giou_aux: 3.683366 loss_class_dn: 0.387707 loss_bbox_dn: 0.152935 loss_giou_dn: 0.514073 loss_class_aux_dn: 2.076307 loss_bbox_aux_dn: 0.854725 loss_giou_aux_dn: 2.813975 loss: 17.956679 eta: 40 days, 21:03:47 batch_cost: 1.0934 data_cost: 0.0373 ips: 7.3166 images/s [07/20 08:19:04] ppdet.engine INFO: Epoch: [1] [33900/54024] learning_rate: 0.000100 loss_class: 0.723366 loss_bbox: 0.153869 loss_giou: 0.594957 loss_class_aux: 4.511827 loss_bbox_aux: 0.968367 loss_giou_aux: 3.736837 loss_class_dn: 0.382086 loss_bbox_dn: 0.154697 loss_giou_dn: 0.495883 loss_class_aux_dn: 2.012395 loss_bbox_aux_dn: 0.895723 loss_giou_aux_dn: 2.690197 loss: 17.581662 eta: 40 days, 20:55:41 batch_cost: 0.8381 data_cost: 0.0011 ips: 9.5449 images/s [07/20 08:20:50] ppdet.engine INFO: Epoch: [1] [34000/54024] learning_rate: 0.000100 loss_class: 0.739550 loss_bbox: 0.144650 loss_giou: 0.591218 loss_class_aux: 4.621635 loss_bbox_aux: 0.956441 loss_giou_aux: 3.622065 loss_class_dn: 0.388140 loss_bbox_dn: 0.162611 loss_giou_dn: 0.502982 loss_class_aux_dn: 2.072536 loss_bbox_aux_dn: 0.958337 loss_giou_aux_dn: 2.766146 loss: 17.930397 eta: 40 days, 21:00:17 batch_cost: 1.0143 data_cost: 0.0010 ips: 7.8869 images/s [07/20 08:22:21] ppdet.engine INFO: Epoch: [1] [34100/54024] learning_rate: 0.000100 loss_class: 0.706329 loss_bbox: 0.132816 loss_giou: 0.560122 loss_class_aux: 4.394220 loss_bbox_aux: 0.900593 loss_giou_aux: 3.560067 loss_class_dn: 0.376937 loss_bbox_dn: 0.150972 loss_giou_dn: 0.504199 loss_class_aux_dn: 2.001467 loss_bbox_aux_dn: 0.880486 loss_giou_aux_dn: 2.743433 loss: 17.466293 eta: 40 days, 20:53:48 batch_cost: 0.8604 data_cost: 0.0034 ips: 9.2983 images/s [07/20 08:24:00] ppdet.engine INFO: Epoch: [1] [34200/54024] learning_rate: 0.000100 loss_class: 0.734255 loss_bbox: 0.137345 loss_giou: 0.586903 loss_class_aux: 4.520383 loss_bbox_aux: 0.892572 loss_giou_aux: 3.660966 loss_class_dn: 0.393442 loss_bbox_dn: 0.148176 loss_giou_dn: 0.505555 loss_class_aux_dn: 2.112353 loss_bbox_aux_dn: 0.858671 loss_giou_aux_dn: 2.753730 loss: 17.844793 eta: 40 days, 20:53:33 batch_cost: 0.9469 data_cost: 0.0848 ips: 8.4485 images/s [07/20 08:25:39] ppdet.engine INFO: Epoch: [1] [34300/54024] learning_rate: 0.000100 loss_class: 0.760513 loss_bbox: 0.151109 loss_giou: 0.618955 loss_class_aux: 4.721084 loss_bbox_aux: 0.968439 loss_giou_aux: 3.762574 loss_class_dn: 0.385414 loss_bbox_dn: 0.151931 loss_giou_dn: 0.534063 loss_class_aux_dn: 2.029678 loss_bbox_aux_dn: 0.835047 loss_giou_aux_dn: 2.893679 loss: 18.103611 eta: 40 days, 20:53:27 batch_cost: 0.9490 data_cost: 0.0010 ips: 8.4298 images/s [07/20 08:27:28] ppdet.engine INFO: Epoch: [1] [34400/54024] learning_rate: 0.000100 loss_class: 0.699600 loss_bbox: 0.133431 loss_giou: 0.560064 loss_class_aux: 4.442526 loss_bbox_aux: 0.878866 loss_giou_aux: 3.506492 loss_class_dn: 0.363659 loss_bbox_dn: 0.150961 loss_giou_dn: 0.483572 loss_class_aux_dn: 1.936383 loss_bbox_aux_dn: 0.887092 loss_giou_aux_dn: 2.639348 loss: 17.085758 eta: 40 days, 21:00:23 batch_cost: 1.0473 data_cost: 0.0397 ips: 7.6390 images/s [07/20 08:29:00] ppdet.engine INFO: Epoch: [1] [34500/54024] learning_rate: 0.000100 loss_class: 0.722392 loss_bbox: 0.130876 loss_giou: 0.565298 loss_class_aux: 4.509785 loss_bbox_aux: 0.859619 loss_giou_aux: 3.557849 loss_class_dn: 0.366747 loss_bbox_dn: 0.154660 loss_giou_dn: 0.505002 loss_class_aux_dn: 1.958491 loss_bbox_aux_dn: 0.909332 loss_giou_aux_dn: 2.682263 loss: 16.898715 eta: 40 days, 20:54:19 batch_cost: 0.8659 data_cost: 0.0104 ips: 9.2390 images/s [07/20 08:30:34] ppdet.engine INFO: Epoch: [1] [34600/54024] learning_rate: 0.000100 loss_class: 0.740662 loss_bbox: 0.135082 loss_giou: 0.560716 loss_class_aux: 4.571355 loss_bbox_aux: 0.892402 loss_giou_aux: 3.486597 loss_class_dn: 0.368931 loss_bbox_dn: 0.154162 loss_giou_dn: 0.489649 loss_class_aux_dn: 2.000512 loss_bbox_aux_dn: 0.874305 loss_giou_aux_dn: 2.663374 loss: 17.032561 eta: 40 days, 20:50:40 batch_cost: 0.8997 data_cost: 0.1001 ips: 8.8922 images/s [07/20 08:32:00] ppdet.engine INFO: Epoch: [1] [34700/54024] learning_rate: 0.000100 loss_class: 0.731686 loss_bbox: 0.138880 loss_giou: 0.563754 loss_class_aux: 4.587266 loss_bbox_aux: 0.902982 loss_giou_aux: 3.602208 loss_class_dn: 0.388055 loss_bbox_dn: 0.149387 loss_giou_dn: 0.497785 loss_class_aux_dn: 2.069689 loss_bbox_aux_dn: 0.842888 loss_giou_aux_dn: 2.714524 loss: 17.478022 eta: 40 days, 20:40:47 batch_cost: 0.8122 data_cost: 0.0143 ips: 9.8492 images/s [07/20 08:33:25] ppdet.engine INFO: Epoch: [1] [34800/54024] learning_rate: 0.000100 loss_class: 0.737595 loss_bbox: 0.141540 loss_giou: 0.577352 loss_class_aux: 4.693012 loss_bbox_aux: 0.927147 loss_giou_aux: 3.639924 loss_class_dn: 0.378087 loss_bbox_dn: 0.162111 loss_giou_dn: 0.494490 loss_class_aux_dn: 2.026126 loss_bbox_aux_dn: 0.949627 loss_giou_aux_dn: 2.684651 loss: 17.658380 eta: 40 days, 20:30:30 batch_cost: 0.8063 data_cost: 0.0140 ips: 9.9223 images/s [07/20 08:35:01] ppdet.engine INFO: Epoch: [1] [34900/54024] learning_rate: 0.000100 loss_class: 0.736012 loss_bbox: 0.143313 loss_giou: 0.574168 loss_class_aux: 4.636608 loss_bbox_aux: 0.943964 loss_giou_aux: 3.615275 loss_class_dn: 0.395997 loss_bbox_dn: 0.168102 loss_giou_dn: 0.515167 loss_class_aux_dn: 2.074906 loss_bbox_aux_dn: 0.964692 loss_giou_aux_dn: 2.832314 loss: 18.149538 eta: 40 days, 20:27:55 batch_cost: 0.9143 data_cost: 0.1099 ips: 8.7502 images/s [07/20 08:36:31] ppdet.engine INFO: Epoch: [1] [35000/54024] learning_rate: 0.000100 loss_class: 0.742712 loss_bbox: 0.147204 loss_giou: 0.607959 loss_class_aux: 4.685405 loss_bbox_aux: 0.936771 loss_giou_aux: 3.803062 loss_class_dn: 0.400149 loss_bbox_dn: 0.161638 loss_giou_dn: 0.538192 loss_class_aux_dn: 2.117442 loss_bbox_aux_dn: 0.927021 loss_giou_aux_dn: 2.924822 loss: 18.579700 eta: 40 days, 20:20:38 batch_cost: 0.8479 data_cost: 0.0409 ips: 9.4354 images/s [07/20 08:38:12] ppdet.engine INFO: Epoch: [1] [35100/54024] learning_rate: 0.000100 loss_class: 0.694862 loss_bbox: 0.126988 loss_giou: 0.491188 loss_class_aux: 4.301699 loss_bbox_aux: 0.857109 loss_giou_aux: 3.078289 loss_class_dn: 0.349275 loss_bbox_dn: 0.150418 loss_giou_dn: 0.452359 loss_class_aux_dn: 1.872305 loss_bbox_aux_dn: 0.893881 loss_giou_aux_dn: 2.472402 loss: 16.254355 eta: 40 days, 20:21:47 batch_cost: 0.9666 data_cost: 0.1198 ips: 8.2768 images/s [07/20 08:39:41] ppdet.engine INFO: Epoch: [1] [35200/54024] learning_rate: 0.000100 loss_class: 0.720564 loss_bbox: 0.141827 loss_giou: 0.563160 loss_class_aux: 4.531744 loss_bbox_aux: 0.908372 loss_giou_aux: 3.505763 loss_class_dn: 0.363313 loss_bbox_dn: 0.160325 loss_giou_dn: 0.459810 loss_class_aux_dn: 1.944796 loss_bbox_aux_dn: 0.903731 loss_giou_aux_dn: 2.532919 loss: 16.482103 eta: 40 days, 20:13:50 batch_cost: 0.8386 data_cost: 0.0305 ips: 9.5398 images/s [07/20 08:41:11] ppdet.engine INFO: Epoch: [1] [35300/54024] learning_rate: 0.000100 loss_class: 0.731243 loss_bbox: 0.138709 loss_giou: 0.595962 loss_class_aux: 4.525269 loss_bbox_aux: 0.910335 loss_giou_aux: 3.753674 loss_class_dn: 0.392471 loss_bbox_dn: 0.154600 loss_giou_dn: 0.519629 loss_class_aux_dn: 2.102341 loss_bbox_aux_dn: 0.882091 loss_giou_aux_dn: 2.799559 loss: 17.395915 eta: 40 days, 20:07:07 batch_cost: 0.8556 data_cost: 0.0010 ips: 9.3497 images/s [07/20 08:42:48] ppdet.engine INFO: Epoch: [1] [35400/54024] learning_rate: 0.000100 loss_class: 0.734962 loss_bbox: 0.135691 loss_giou: 0.578218 loss_class_aux: 4.548137 loss_bbox_aux: 0.882356 loss_giou_aux: 3.656180 loss_class_dn: 0.376659 loss_bbox_dn: 0.149854 loss_giou_dn: 0.504725 loss_class_aux_dn: 2.001775 loss_bbox_aux_dn: 0.869343 loss_giou_aux_dn: 2.687964 loss: 17.296605 eta: 40 days, 20:04:42 batch_cost: 0.9161 data_cost: 0.0009 ips: 8.7329 images/s [07/20 08:44:23] ppdet.engine INFO: Epoch: [1] [35500/54024] learning_rate: 0.000100 loss_class: 0.759615 loss_bbox: 0.148638 loss_giou: 0.623158 loss_class_aux: 4.720598 loss_bbox_aux: 0.955122 loss_giou_aux: 3.844677 loss_class_dn: 0.391413 loss_bbox_dn: 0.152751 loss_giou_dn: 0.538586 loss_class_aux_dn: 2.083931 loss_bbox_aux_dn: 0.893471 loss_giou_aux_dn: 2.950729 loss: 18.354097 eta: 40 days, 20:01:29 batch_cost: 0.9049 data_cost: 0.0586 ips: 8.8410 images/s [07/20 08:45:55] ppdet.engine INFO: Epoch: [1] [35600/54024] learning_rate: 0.000100 loss_class: 0.713979 loss_bbox: 0.130654 loss_giou: 0.556484 loss_class_aux: 4.485623 loss_bbox_aux: 0.835630 loss_giou_aux: 3.425479 loss_class_dn: 0.363961 loss_bbox_dn: 0.141650 loss_giou_dn: 0.472483 loss_class_aux_dn: 1.968882 loss_bbox_aux_dn: 0.792367 loss_giou_aux_dn: 2.556583 loss: 16.460816 eta: 40 days, 19:56:08 batch_cost: 0.8744 data_cost: 0.0209 ips: 9.1486 images/s [07/20 08:47:26] ppdet.engine INFO: Epoch: [1] [35700/54024] learning_rate: 0.000100 loss_class: 0.754248 loss_bbox: 0.143373 loss_giou: 0.563260 loss_class_aux: 4.678300 loss_bbox_aux: 0.951892 loss_giou_aux: 3.603375 loss_class_dn: 0.381361 loss_bbox_dn: 0.166667 loss_giou_dn: 0.491469 loss_class_aux_dn: 2.049550 loss_bbox_aux_dn: 0.964835 loss_giou_aux_dn: 2.700066 loss: 17.784658 eta: 40 days, 19:50:08 batch_cost: 0.8652 data_cost: 0.0010 ips: 9.2459 images/s [07/20 08:49:22] ppdet.engine INFO: Epoch: [1] [35800/54024] learning_rate: 0.000100 loss_class: 0.681248 loss_bbox: 0.130555 loss_giou: 0.539177 loss_class_aux: 4.311213 loss_bbox_aux: 0.852409 loss_giou_aux: 3.378454 loss_class_dn: 0.354280 loss_bbox_dn: 0.139128 loss_giou_dn: 0.481918 loss_class_aux_dn: 1.875530 loss_bbox_aux_dn: 0.799836 loss_giou_aux_dn: 2.629962 loss: 16.547899 eta: 40 days, 20:01:27 batch_cost: 1.1108 data_cost: 0.0740 ips: 7.2019 images/s [07/20 08:50:55] ppdet.engine INFO: Epoch: [1] [35900/54024] learning_rate: 0.000100 loss_class: 0.697008 loss_bbox: 0.136510 loss_giou: 0.558488 loss_class_aux: 4.469797 loss_bbox_aux: 0.872213 loss_giou_aux: 3.455756 loss_class_dn: 0.376665 loss_bbox_dn: 0.152905 loss_giou_dn: 0.487155 loss_class_aux_dn: 2.002418 loss_bbox_aux_dn: 0.875792 loss_giou_aux_dn: 2.658950 loss: 17.082992 eta: 40 days, 19:56:38 batch_cost: 0.8820 data_cost: 0.0299 ips: 9.0706 images/s [07/20 08:52:43] ppdet.engine INFO: Epoch: [1] [36000/54024] learning_rate: 0.000100 loss_class: 0.685791 loss_bbox: 0.130135 loss_giou: 0.552863 loss_class_aux: 4.382411 loss_bbox_aux: 0.844262 loss_giou_aux: 3.453606 loss_class_dn: 0.370467 loss_bbox_dn: 0.150461 loss_giou_dn: 0.470881 loss_class_aux_dn: 1.972013 loss_bbox_aux_dn: 0.849496 loss_giou_aux_dn: 2.637068 loss: 16.892000 eta: 40 days, 20:03:06 batch_cost: 1.0423 data_cost: 0.0791 ips: 7.6750 images/s [07/20 08:54:09] ppdet.engine INFO: Epoch: [1] [36100/54024] learning_rate: 0.000100 loss_class: 0.782688 loss_bbox: 0.152770 loss_giou: 0.606943 loss_class_aux: 4.856899 loss_bbox_aux: 0.974523 loss_giou_aux: 3.801990 loss_class_dn: 0.397620 loss_bbox_dn: 0.174215 loss_giou_dn: 0.535307 loss_class_aux_dn: 2.109981 loss_bbox_aux_dn: 0.986223 loss_giou_aux_dn: 2.926802 loss: 17.849607 eta: 40 days, 19:53:13 batch_cost: 0.8100 data_cost: 0.0010 ips: 9.8768 images/s [07/20 08:55:41] ppdet.engine INFO: Epoch: [1] [36200/54024] learning_rate: 0.000100 loss_class: 0.736175 loss_bbox: 0.137620 loss_giou: 0.571308 loss_class_aux: 4.675619 loss_bbox_aux: 0.909309 loss_giou_aux: 3.587713 loss_class_dn: 0.380303 loss_bbox_dn: 0.157409 loss_giou_dn: 0.495227 loss_class_aux_dn: 2.057588 loss_bbox_aux_dn: 0.940914 loss_giou_aux_dn: 2.652934 loss: 17.516453 eta: 40 days, 19:47:19 batch_cost: 0.8663 data_cost: 0.0011 ips: 9.2343 images/s [07/20 08:57:11] ppdet.engine INFO: Epoch: [1] [36300/54024] learning_rate: 0.000100 loss_class: 0.780311 loss_bbox: 0.150639 loss_giou: 0.622525 loss_class_aux: 4.866356 loss_bbox_aux: 0.963970 loss_giou_aux: 3.927204 loss_class_dn: 0.403621 loss_bbox_dn: 0.158423 loss_giou_dn: 0.532534 loss_class_aux_dn: 2.100596 loss_bbox_aux_dn: 0.913234 loss_giou_aux_dn: 2.938069 loss: 19.033152 eta: 40 days, 19:40:20 batch_cost: 0.8507 data_cost: 0.0011 ips: 9.4038 images/s [07/20 08:58:45] ppdet.engine INFO: Epoch: [1] [36400/54024] learning_rate: 0.000100 loss_class: 0.724810 loss_bbox: 0.137988 loss_giou: 0.563693 loss_class_aux: 4.528350 loss_bbox_aux: 0.908820 loss_giou_aux: 3.595840 loss_class_dn: 0.373333 loss_bbox_dn: 0.156728 loss_giou_dn: 0.489496 loss_class_aux_dn: 1.999213 loss_bbox_aux_dn: 0.894457 loss_giou_aux_dn: 2.710190 loss: 17.721751 eta: 40 days, 19:36:03 batch_cost: 0.8893 data_cost: 0.0011 ips: 8.9959 images/s [07/20 09:00:11] ppdet.engine INFO: Epoch: [1] [36500/54024] learning_rate: 0.000100 loss_class: 0.699538 loss_bbox: 0.140180 loss_giou: 0.529597 loss_class_aux: 4.329830 loss_bbox_aux: 0.895570 loss_giou_aux: 3.313365 loss_class_dn: 0.357285 loss_bbox_dn: 0.147942 loss_giou_dn: 0.473835 loss_class_aux_dn: 1.933602 loss_bbox_aux_dn: 0.852980 loss_giou_aux_dn: 2.569395 loss: 16.698862 eta: 40 days, 19:27:00 batch_cost: 0.8209 data_cost: 0.0153 ips: 9.7454 images/s [07/20 09:02:03] ppdet.engine INFO: Epoch: [1] [36600/54024] learning_rate: 0.000100 loss_class: 0.730528 loss_bbox: 0.149209 loss_giou: 0.576561 loss_class_aux: 4.572657 loss_bbox_aux: 0.928783 loss_giou_aux: 3.618278 loss_class_dn: 0.381571 loss_bbox_dn: 0.157043 loss_giou_dn: 0.495410 loss_class_aux_dn: 2.055355 loss_bbox_aux_dn: 0.912945 loss_giou_aux_dn: 2.717839 loss: 17.304393 eta: 40 days, 19:35:36 batch_cost: 1.0735 data_cost: 0.0010 ips: 7.4525 images/s [07/20 09:03:37] ppdet.engine INFO: Epoch: [1] [36700/54024] learning_rate: 0.000100 loss_class: 0.720309 loss_bbox: 0.139106 loss_giou: 0.608123 loss_class_aux: 4.523032 loss_bbox_aux: 0.908250 loss_giou_aux: 3.848487 loss_class_dn: 0.392345 loss_bbox_dn: 0.161450 loss_giou_dn: 0.489133 loss_class_aux_dn: 2.051158 loss_bbox_aux_dn: 0.944100 loss_giou_aux_dn: 2.676916 loss: 17.642011 eta: 40 days, 19:31:39 batch_cost: 0.8938 data_cost: 0.0851 ips: 8.9504 images/s [07/20 09:05:19] ppdet.engine INFO: Epoch: [1] [36800/54024] learning_rate: 0.000100 loss_class: 0.751399 loss_bbox: 0.137621 loss_giou: 0.568810 loss_class_aux: 4.613496 loss_bbox_aux: 0.903689 loss_giou_aux: 3.569283 loss_class_dn: 0.387252 loss_bbox_dn: 0.148074 loss_giou_dn: 0.491384 loss_class_aux_dn: 2.037255 loss_bbox_aux_dn: 0.844401 loss_giou_aux_dn: 2.685179 loss: 17.760459 eta: 40 days, 19:32:52 batch_cost: 0.9678 data_cost: 0.0116 ips: 8.2662 images/s [07/20 09:06:58] ppdet.engine INFO: Epoch: [1] [36900/54024] learning_rate: 0.000100 loss_class: 0.737808 loss_bbox: 0.132713 loss_giou: 0.592421 loss_class_aux: 4.540549 loss_bbox_aux: 0.854757 loss_giou_aux: 3.753388 loss_class_dn: 0.390535 loss_bbox_dn: 0.139263 loss_giou_dn: 0.497050 loss_class_aux_dn: 2.098600 loss_bbox_aux_dn: 0.835366 loss_giou_aux_dn: 2.715308 loss: 17.583093 eta: 40 days, 19:32:29 batch_cost: 0.9450 data_cost: 0.0120 ips: 8.4652 images/s [07/20 09:08:32] ppdet.engine INFO: Epoch: [1] [37000/54024] learning_rate: 0.000100 loss_class: 0.718442 loss_bbox: 0.132659 loss_giou: 0.552649 loss_class_aux: 4.513045 loss_bbox_aux: 0.864878 loss_giou_aux: 3.524146 loss_class_dn: 0.365763 loss_bbox_dn: 0.145815 loss_giou_dn: 0.487276 loss_class_aux_dn: 1.963858 loss_bbox_aux_dn: 0.846598 loss_giou_aux_dn: 2.676179 loss: 16.601162 eta: 40 days, 19:28:14 batch_cost: 0.8894 data_cost: 0.0500 ips: 8.9950 images/s [07/20 09:10:07] ppdet.engine INFO: Epoch: [1] [37100/54024] learning_rate: 0.000100 loss_class: 0.696587 loss_bbox: 0.138395 loss_giou: 0.592768 loss_class_aux: 4.340633 loss_bbox_aux: 0.924852 loss_giou_aux: 3.655997 loss_class_dn: 0.377314 loss_bbox_dn: 0.161008 loss_giou_dn: 0.497816 loss_class_aux_dn: 2.011830 loss_bbox_aux_dn: 0.904473 loss_giou_aux_dn: 2.751869 loss: 17.554849 eta: 40 days, 19:25:05 batch_cost: 0.9051 data_cost: 0.0010 ips: 8.8385 images/s [07/20 09:11:42] ppdet.engine INFO: Epoch: [1] [37200/54024] learning_rate: 0.000100 loss_class: 0.681159 loss_bbox: 0.136457 loss_giou: 0.534631 loss_class_aux: 4.317081 loss_bbox_aux: 0.890689 loss_giou_aux: 3.364280 loss_class_dn: 0.370482 loss_bbox_dn: 0.156627 loss_giou_dn: 0.482475 loss_class_aux_dn: 1.964485 loss_bbox_aux_dn: 0.880254 loss_giou_aux_dn: 2.616238 loss: 16.829644 eta: 40 days, 19:21:56 batch_cost: 0.9052 data_cost: 0.0017 ips: 8.8383 images/s [07/20 09:13:36] ppdet.engine INFO: Epoch: [1] [37300/54024] learning_rate: 0.000100 loss_class: 0.700524 loss_bbox: 0.136560 loss_giou: 0.540941 loss_class_aux: 4.291045 loss_bbox_aux: 0.872657 loss_giou_aux: 3.376664 loss_class_dn: 0.366150 loss_bbox_dn: 0.144925 loss_giou_dn: 0.465296 loss_class_aux_dn: 1.931334 loss_bbox_aux_dn: 0.826636 loss_giou_aux_dn: 2.561969 loss: 16.342017 eta: 40 days, 19:31:49 batch_cost: 1.0929 data_cost: 0.1925 ips: 7.3198 images/s [07/20 09:15:20] ppdet.engine INFO: Epoch: [1] [37400/54024] learning_rate: 0.000100 loss_class: 0.696607 loss_bbox: 0.131261 loss_giou: 0.535344 loss_class_aux: 4.322209 loss_bbox_aux: 0.870880 loss_giou_aux: 3.354362 loss_class_dn: 0.357441 loss_bbox_dn: 0.143947 loss_giou_dn: 0.449993 loss_class_aux_dn: 1.904549 loss_bbox_aux_dn: 0.842919 loss_giou_aux_dn: 2.459844 loss: 15.557871 eta: 40 days, 19:34:23 batch_cost: 0.9879 data_cost: 0.0329 ips: 8.0979 images/s [07/20 09:16:54] ppdet.engine INFO: Epoch: [1] [37500/54024] learning_rate: 0.000100 loss_class: 0.694696 loss_bbox: 0.133985 loss_giou: 0.551822 loss_class_aux: 4.360835 loss_bbox_aux: 0.865423 loss_giou_aux: 3.437370 loss_class_dn: 0.369143 loss_bbox_dn: 0.161059 loss_giou_dn: 0.488131 loss_class_aux_dn: 1.971329 loss_bbox_aux_dn: 0.913011 loss_giou_aux_dn: 2.683992 loss: 16.862039 eta: 40 days, 19:30:54 batch_cost: 0.9004 data_cost: 0.0107 ips: 8.8850 images/s [07/20 09:18:29] ppdet.engine INFO: Epoch: [1] [37600/54024] learning_rate: 0.000100 loss_class: 0.770185 loss_bbox: 0.138464 loss_giou: 0.593245 loss_class_aux: 4.737528 loss_bbox_aux: 0.917459 loss_giou_aux: 3.693758 loss_class_dn: 0.391647 loss_bbox_dn: 0.151300 loss_giou_dn: 0.512744 loss_class_aux_dn: 2.121692 loss_bbox_aux_dn: 0.898335 loss_giou_aux_dn: 2.786925 loss: 17.809230 eta: 40 days, 19:27:52 batch_cost: 0.9068 data_cost: 0.0311 ips: 8.8219 images/s [07/20 09:20:06] ppdet.engine INFO: Epoch: [1] [37700/54024] learning_rate: 0.000100 loss_class: 0.733976 loss_bbox: 0.138724 loss_giou: 0.574589 loss_class_aux: 4.539874 loss_bbox_aux: 0.895397 loss_giou_aux: 3.620497 loss_class_dn: 0.382216 loss_bbox_dn: 0.148848 loss_giou_dn: 0.501620 loss_class_aux_dn: 2.009062 loss_bbox_aux_dn: 0.870848 loss_giou_aux_dn: 2.733449 loss: 17.496589 eta: 40 days, 19:25:47 batch_cost: 0.9208 data_cost: 0.0134 ips: 8.6885 images/s [07/20 09:21:42] ppdet.engine INFO: Epoch: [1] [37800/54024] learning_rate: 0.000100 loss_class: 0.708395 loss_bbox: 0.129435 loss_giou: 0.547481 loss_class_aux: 4.473509 loss_bbox_aux: 0.856536 loss_giou_aux: 3.488188 loss_class_dn: 0.370271 loss_bbox_dn: 0.140260 loss_giou_dn: 0.479165 loss_class_aux_dn: 1.996032 loss_bbox_aux_dn: 0.832790 loss_giou_aux_dn: 2.622433 loss: 16.806759 eta: 40 days, 19:23:22 batch_cost: 0.9158 data_cost: 0.0012 ips: 8.7357 images/s [07/20 09:23:13] ppdet.engine INFO: Epoch: [1] [37900/54024] learning_rate: 0.000100 loss_class: 0.747666 loss_bbox: 0.139282 loss_giou: 0.558186 loss_class_aux: 4.596679 loss_bbox_aux: 0.903579 loss_giou_aux: 3.550742 loss_class_dn: 0.390748 loss_bbox_dn: 0.146323 loss_giou_dn: 0.491453 loss_class_aux_dn: 2.070331 loss_bbox_aux_dn: 0.880427 loss_giou_aux_dn: 2.689208 loss: 17.790480 eta: 40 days, 19:17:07 batch_cost: 0.8599 data_cost: 0.0163 ips: 9.3029 images/s [07/20 09:24:41] ppdet.engine INFO: Epoch: [1] [38000/54024] learning_rate: 0.000100 loss_class: 0.722856 loss_bbox: 0.144760 loss_giou: 0.564477 loss_class_aux: 4.514595 loss_bbox_aux: 0.945044 loss_giou_aux: 3.547548 loss_class_dn: 0.388561 loss_bbox_dn: 0.157257 loss_giou_dn: 0.505875 loss_class_aux_dn: 2.047857 loss_bbox_aux_dn: 0.905501 loss_giou_aux_dn: 2.757432 loss: 17.643491 eta: 40 days, 19:09:49 batch_cost: 0.8446 data_cost: 0.0153 ips: 9.4724 images/s [07/20 09:26:35] ppdet.engine INFO: Epoch: [1] [38100/54024] learning_rate: 0.000100 loss_class: 0.729727 loss_bbox: 0.137514 loss_giou: 0.592596 loss_class_aux: 4.514026 loss_bbox_aux: 0.871983 loss_giou_aux: 3.758580 loss_class_dn: 0.367773 loss_bbox_dn: 0.138188 loss_giou_dn: 0.512672 loss_class_aux_dn: 1.957475 loss_bbox_aux_dn: 0.835324 loss_giou_aux_dn: 2.767174 loss: 16.856178 eta: 40 days, 19:19:03 batch_cost: 1.0852 data_cost: 0.0151 ips: 7.3718 images/s [07/20 09:28:03] ppdet.engine INFO: Epoch: [1] [38200/54024] learning_rate: 0.000100 loss_class: 0.765037 loss_bbox: 0.140915 loss_giou: 0.568514 loss_class_aux: 4.763723 loss_bbox_aux: 0.897327 loss_giou_aux: 3.591306 loss_class_dn: 0.371059 loss_bbox_dn: 0.144647 loss_giou_dn: 0.472237 loss_class_aux_dn: 1.988526 loss_bbox_aux_dn: 0.833796 loss_giou_aux_dn: 2.568404 loss: 16.930698 eta: 40 days, 19:11:29 batch_cost: 0.8407 data_cost: 0.0010 ips: 9.5156 images/s [07/20 09:29:32] ppdet.engine INFO: Epoch: [1] [38300/54024] learning_rate: 0.000100 loss_class: 0.717896 loss_bbox: 0.126118 loss_giou: 0.561984 loss_class_aux: 4.410096 loss_bbox_aux: 0.838740 loss_giou_aux: 3.564494 loss_class_dn: 0.358452 loss_bbox_dn: 0.148699 loss_giou_dn: 0.480763 loss_class_aux_dn: 1.902021 loss_bbox_aux_dn: 0.843171 loss_giou_aux_dn: 2.632615 loss: 17.098225 eta: 40 days, 19:04:13 batch_cost: 0.8448 data_cost: 0.0087 ips: 9.4702 images/s [07/20 09:31:05] ppdet.engine INFO: Epoch: [1] [38400/54024] learning_rate: 0.000100 loss_class: 0.735286 loss_bbox: 0.140652 loss_giou: 0.542645 loss_class_aux: 4.659710 loss_bbox_aux: 0.902815 loss_giou_aux: 3.392287 loss_class_dn: 0.362342 loss_bbox_dn: 0.150199 loss_giou_dn: 0.469470 loss_class_aux_dn: 1.908811 loss_bbox_aux_dn: 0.882980 loss_giou_aux_dn: 2.577909 loss: 16.699520 eta: 40 days, 18:59:50 batch_cost: 0.8868 data_cost: 0.0018 ips: 9.0215 images/s [07/20 09:32:44] ppdet.engine INFO: Epoch: [1] [38500/54024] learning_rate: 0.000100 loss_class: 0.749424 loss_bbox: 0.139108 loss_giou: 0.570055 loss_class_aux: 4.655429 loss_bbox_aux: 0.923769 loss_giou_aux: 3.568235 loss_class_dn: 0.389196 loss_bbox_dn: 0.144524 loss_giou_dn: 0.495640 loss_class_aux_dn: 2.074094 loss_bbox_aux_dn: 0.846756 loss_giou_aux_dn: 2.734696 loss: 18.235779 eta: 40 days, 18:59:12 batch_cost: 0.9414 data_cost: 0.0730 ips: 8.4980 images/s [07/20 09:34:23] ppdet.engine INFO: Epoch: [1] [38600/54024] learning_rate: 0.000100 loss_class: 0.724543 loss_bbox: 0.134537 loss_giou: 0.548603 loss_class_aux: 4.445412 loss_bbox_aux: 0.892427 loss_giou_aux: 3.383148 loss_class_dn: 0.354628 loss_bbox_dn: 0.157054 loss_giou_dn: 0.458606 loss_class_aux_dn: 1.889360 loss_bbox_aux_dn: 0.894200 loss_giou_aux_dn: 2.515117 loss: 16.489773 eta: 40 days, 18:58:58 batch_cost: 0.9474 data_cost: 0.0009 ips: 8.4441 images/s [07/20 09:35:51] ppdet.engine INFO: Epoch: [1] [38700/54024] learning_rate: 0.000100 loss_class: 0.716592 loss_bbox: 0.128407 loss_giou: 0.545476 loss_class_aux: 4.435409 loss_bbox_aux: 0.855147 loss_giou_aux: 3.448799 loss_class_dn: 0.360216 loss_bbox_dn: 0.138473 loss_giou_dn: 0.473154 loss_class_aux_dn: 1.925616 loss_bbox_aux_dn: 0.816867 loss_giou_aux_dn: 2.659795 loss: 16.536434 eta: 40 days, 18:50:52 batch_cost: 0.8323 data_cost: 0.0009 ips: 9.6125 images/s [07/20 09:37:26] ppdet.engine INFO: Epoch: [1] [38800/54024] learning_rate: 0.000100 loss_class: 0.736130 loss_bbox: 0.137868 loss_giou: 0.606012 loss_class_aux: 4.581646 loss_bbox_aux: 0.903441 loss_giou_aux: 3.791764 loss_class_dn: 0.378925 loss_bbox_dn: 0.150350 loss_giou_dn: 0.496714 loss_class_aux_dn: 2.022341 loss_bbox_aux_dn: 0.876316 loss_giou_aux_dn: 2.712301 loss: 17.520172 eta: 40 days, 18:47:50 batch_cost: 0.9060 data_cost: 0.0805 ips: 8.8296 images/s [07/20 09:39:03] ppdet.engine INFO: Epoch: [1] [38900/54024] learning_rate: 0.000100 loss_class: 0.726417 loss_bbox: 0.135267 loss_giou: 0.529423 loss_class_aux: 4.514536 loss_bbox_aux: 0.895549 loss_giou_aux: 3.375144 loss_class_dn: 0.377466 loss_bbox_dn: 0.145247 loss_giou_dn: 0.452020 loss_class_aux_dn: 2.009990 loss_bbox_aux_dn: 0.820302 loss_giou_aux_dn: 2.498428 loss: 16.399470 eta: 40 days, 18:46:01 batch_cost: 0.9242 data_cost: 0.0707 ips: 8.6558 images/s [07/20 09:40:36] ppdet.engine INFO: Epoch: [1] [39000/54024] learning_rate: 0.000100 loss_class: 0.726759 loss_bbox: 0.139775 loss_giou: 0.569093 loss_class_aux: 4.555172 loss_bbox_aux: 0.901400 loss_giou_aux: 3.591361 loss_class_dn: 0.384203 loss_bbox_dn: 0.156770 loss_giou_dn: 0.502252 loss_class_aux_dn: 2.047905 loss_bbox_aux_dn: 0.923262 loss_giou_aux_dn: 2.755979 loss: 17.613884 eta: 40 days, 18:41:21 batch_cost: 0.8822 data_cost: 0.0010 ips: 9.0687 images/s [07/20 09:42:06] ppdet.engine INFO: Epoch: [1] [39100/54024] learning_rate: 0.000100 loss_class: 0.731293 loss_bbox: 0.141833 loss_giou: 0.610845 loss_class_aux: 4.442965 loss_bbox_aux: 0.906027 loss_giou_aux: 3.804637 loss_class_dn: 0.379325 loss_bbox_dn: 0.152327 loss_giou_dn: 0.528333 loss_class_aux_dn: 2.013924 loss_bbox_aux_dn: 0.878585 loss_giou_aux_dn: 2.865556 loss: 17.630260 eta: 40 days, 18:35:15 batch_cost: 0.8608 data_cost: 0.0029 ips: 9.2932 images/s [07/20 09:43:51] ppdet.engine INFO: Epoch: [1] [39200/54024] learning_rate: 0.000100 loss_class: 0.791156 loss_bbox: 0.155187 loss_giou: 0.643369 loss_class_aux: 4.879936 loss_bbox_aux: 0.976130 loss_giou_aux: 3.941037 loss_class_dn: 0.412937 loss_bbox_dn: 0.153250 loss_giou_dn: 0.552976 loss_class_aux_dn: 2.221256 loss_bbox_aux_dn: 0.882776 loss_giou_aux_dn: 3.055673 loss: 18.917440 eta: 40 days, 18:38:11 batch_cost: 0.9939 data_cost: 0.0406 ips: 8.0487 images/s [07/20 09:45:26] ppdet.engine INFO: Epoch: [1] [39300/54024] learning_rate: 0.000100 loss_class: 0.725462 loss_bbox: 0.141796 loss_giou: 0.591551 loss_class_aux: 4.501338 loss_bbox_aux: 0.887817 loss_giou_aux: 3.734839 loss_class_dn: 0.399824 loss_bbox_dn: 0.157472 loss_giou_dn: 0.503068 loss_class_aux_dn: 2.133725 loss_bbox_aux_dn: 0.893608 loss_giou_aux_dn: 2.748617 loss: 18.102865 eta: 40 days, 18:35:09 batch_cost: 0.9062 data_cost: 0.0011 ips: 8.8282 images/s [07/20 09:47:08] ppdet.engine INFO: Epoch: [1] [39400/54024] learning_rate: 0.000100 loss_class: 0.742702 loss_bbox: 0.134737 loss_giou: 0.542323 loss_class_aux: 4.558520 loss_bbox_aux: 0.890818 loss_giou_aux: 3.357611 loss_class_dn: 0.369746 loss_bbox_dn: 0.128187 loss_giou_dn: 0.462825 loss_class_aux_dn: 1.955918 loss_bbox_aux_dn: 0.794177 loss_giou_aux_dn: 2.552625 loss: 16.948326 eta: 40 days, 18:36:57 batch_cost: 0.9772 data_cost: 0.1162 ips: 8.1869 images/s [07/20 09:48:45] ppdet.engine INFO: Epoch: [1] [39500/54024] learning_rate: 0.000100 loss_class: 0.790105 loss_bbox: 0.144489 loss_giou: 0.674973 loss_class_aux: 4.942922 loss_bbox_aux: 0.960932 loss_giou_aux: 4.163652 loss_class_dn: 0.409290 loss_bbox_dn: 0.157961 loss_giou_dn: 0.550984 loss_class_aux_dn: 2.200864 loss_bbox_aux_dn: 0.938324 loss_giou_aux_dn: 2.996656 loss: 19.002763 eta: 40 days, 18:34:54 batch_cost: 0.9207 data_cost: 0.0770 ips: 8.6890 images/s [07/20 09:50:20] ppdet.engine INFO: Epoch: [1] [39600/54024] learning_rate: 0.000100 loss_class: 0.733662 loss_bbox: 0.138601 loss_giou: 0.562557 loss_class_aux: 4.680399 loss_bbox_aux: 0.885425 loss_giou_aux: 3.548955 loss_class_dn: 0.384616 loss_bbox_dn: 0.156115 loss_giou_dn: 0.488573 loss_class_aux_dn: 2.047063 loss_bbox_aux_dn: 0.897777 loss_giou_aux_dn: 2.714593 loss: 17.138323 eta: 40 days, 18:32:06 batch_cost: 0.9095 data_cost: 0.0045 ips: 8.7962 images/s [07/20 09:51:49] ppdet.engine INFO: Epoch: [1] [39700/54024] learning_rate: 0.000100 loss_class: 0.725043 loss_bbox: 0.142585 loss_giou: 0.549814 loss_class_aux: 4.454127 loss_bbox_aux: 0.920338 loss_giou_aux: 3.463044 loss_class_dn: 0.372493 loss_bbox_dn: 0.158410 loss_giou_dn: 0.485861 loss_class_aux_dn: 1.994065 loss_bbox_aux_dn: 0.906199 loss_giou_aux_dn: 2.661141 loss: 17.207802 eta: 40 days, 18:24:48 batch_cost: 0.8427 data_cost: 0.0010 ips: 9.4937 images/s [07/20 09:53:21] ppdet.engine INFO: Epoch: [1] [39800/54024] learning_rate: 0.000100 loss_class: 0.763593 loss_bbox: 0.139020 loss_giou: 0.572996 loss_class_aux: 4.770935 loss_bbox_aux: 0.919148 loss_giou_aux: 3.594596 loss_class_dn: 0.406685 loss_bbox_dn: 0.166242 loss_giou_dn: 0.506846 loss_class_aux_dn: 2.180604 loss_bbox_aux_dn: 0.930603 loss_giou_aux_dn: 2.777707 loss: 18.641043 eta: 40 days, 18:19:52 batch_cost: 0.8778 data_cost: 0.0122 ips: 9.1141 images/s [07/20 09:54:47] ppdet.engine INFO: Epoch: [1] [39900/54024] learning_rate: 0.000100 loss_class: 0.717722 loss_bbox: 0.139679 loss_giou: 0.523545 loss_class_aux: 4.500461 loss_bbox_aux: 0.901672 loss_giou_aux: 3.263766 loss_class_dn: 0.380091 loss_bbox_dn: 0.144580 loss_giou_dn: 0.459949 loss_class_aux_dn: 2.016969 loss_bbox_aux_dn: 0.849260 loss_giou_aux_dn: 2.542794 loss: 17.021811 eta: 40 days, 18:10:47 batch_cost: 0.8159 data_cost: 0.0010 ips: 9.8052 images/s [07/20 09:56:24] ppdet.engine INFO: Epoch: [1] [40000/54024] learning_rate: 0.000100 loss_class: 0.717371 loss_bbox: 0.138038 loss_giou: 0.565648 loss_class_aux: 4.522589 loss_bbox_aux: 0.910546 loss_giou_aux: 3.549551 loss_class_dn: 0.375543 loss_bbox_dn: 0.145803 loss_giou_dn: 0.493075 loss_class_aux_dn: 2.021050 loss_bbox_aux_dn: 0.860611 loss_giou_aux_dn: 2.683724 loss: 17.003311 eta: 40 days, 18:08:48 batch_cost: 0.9213 data_cost: 0.0179 ips: 8.6832 images/s [07/20 09:57:55] ppdet.engine INFO: Epoch: [1] [40100/54024] learning_rate: 0.000100 loss_class: 0.774972 loss_bbox: 0.136626 loss_giou: 0.603917 loss_class_aux: 4.798210 loss_bbox_aux: 0.916303 loss_giou_aux: 3.790307 loss_class_dn: 0.393472 loss_bbox_dn: 0.150639 loss_giou_dn: 0.516727 loss_class_aux_dn: 2.087586 loss_bbox_aux_dn: 0.877283 loss_giou_aux_dn: 2.831172 loss: 17.865234 eta: 40 days, 18:03:00 batch_cost: 0.8642 data_cost: 0.0621 ips: 9.2570 images/s [07/20 09:59:25] ppdet.engine INFO: Epoch: [1] [40200/54024] learning_rate: 0.000100 loss_class: 0.783289 loss_bbox: 0.148730 loss_giou: 0.642869 loss_class_aux: 4.815981 loss_bbox_aux: 0.954768 loss_giou_aux: 3.969662 loss_class_dn: 0.409871 loss_bbox_dn: 0.150493 loss_giou_dn: 0.534261 loss_class_aux_dn: 2.175835 loss_bbox_aux_dn: 0.873791 loss_giou_aux_dn: 2.931153 loss: 18.750830 eta: 40 days, 17:56:17 batch_cost: 0.8508 data_cost: 0.0009 ips: 9.4029 images/s [07/20 10:00:55] ppdet.engine INFO: Epoch: [1] [40300/54024] learning_rate: 0.000100 loss_class: 0.717916 loss_bbox: 0.145750 loss_giou: 0.561580 loss_class_aux: 4.440100 loss_bbox_aux: 0.938155 loss_giou_aux: 3.443599 loss_class_dn: 0.386042 loss_bbox_dn: 0.156391 loss_giou_dn: 0.494953 loss_class_aux_dn: 2.048567 loss_bbox_aux_dn: 0.897366 loss_giou_aux_dn: 2.736118 loss: 17.983262 eta: 40 days, 17:50:00 batch_cost: 0.8568 data_cost: 0.0009 ips: 9.3367 images/s [07/20 10:02:29] ppdet.engine INFO: Epoch: [1] [40400/54024] learning_rate: 0.000100 loss_class: 0.711057 loss_bbox: 0.145237 loss_giou: 0.555897 loss_class_aux: 4.385441 loss_bbox_aux: 0.942264 loss_giou_aux: 3.529003 loss_class_dn: 0.382847 loss_bbox_dn: 0.149784 loss_giou_dn: 0.491031 loss_class_aux_dn: 2.038584 loss_bbox_aux_dn: 0.877329 loss_giou_aux_dn: 2.642333 loss: 17.518944 eta: 40 days, 17:46:33 batch_cost: 0.8992 data_cost: 0.0161 ips: 8.8970 images/s [07/20 10:04:02] ppdet.engine INFO: Epoch: [1] [40500/54024] learning_rate: 0.000100 loss_class: 0.720245 loss_bbox: 0.126683 loss_giou: 0.571792 loss_class_aux: 4.441468 loss_bbox_aux: 0.848468 loss_giou_aux: 3.507597 loss_class_dn: 0.364980 loss_bbox_dn: 0.134575 loss_giou_dn: 0.484010 loss_class_aux_dn: 1.941744 loss_bbox_aux_dn: 0.792400 loss_giou_aux_dn: 2.625904 loss: 16.530031 eta: 40 days, 17:42:11 batch_cost: 0.8851 data_cost: 0.0626 ips: 9.0381 images/s [07/20 10:05:32] ppdet.engine INFO: Epoch: [1] [40600/54024] learning_rate: 0.000100 loss_class: 0.757374 loss_bbox: 0.136692 loss_giou: 0.564649 loss_class_aux: 4.629232 loss_bbox_aux: 0.891766 loss_giou_aux: 3.650746 loss_class_dn: 0.393230 loss_bbox_dn: 0.155701 loss_giou_dn: 0.490919 loss_class_aux_dn: 2.093315 loss_bbox_aux_dn: 0.886676 loss_giou_aux_dn: 2.701671 loss: 17.589985 eta: 40 days, 17:35:57 batch_cost: 0.8575 data_cost: 0.0010 ips: 9.3299 images/s [07/20 10:06:58] ppdet.engine INFO: Epoch: [1] [40700/54024] learning_rate: 0.000100 loss_class: 0.709942 loss_bbox: 0.130051 loss_giou: 0.572787 loss_class_aux: 4.484153 loss_bbox_aux: 0.867115 loss_giou_aux: 3.605740 loss_class_dn: 0.369719 loss_bbox_dn: 0.140429 loss_giou_dn: 0.491150 loss_class_aux_dn: 1.979598 loss_bbox_aux_dn: 0.829119 loss_giou_aux_dn: 2.687382 loss: 16.860551 eta: 40 days, 17:26:47 batch_cost: 0.8131 data_cost: 0.0148 ips: 9.8385 images/s [07/20 10:08:33] ppdet.engine INFO: Epoch: [1] [40800/54024] learning_rate: 0.000100 loss_class: 0.716490 loss_bbox: 0.134286 loss_giou: 0.548088 loss_class_aux: 4.470906 loss_bbox_aux: 0.872003 loss_giou_aux: 3.394282 loss_class_dn: 0.378596 loss_bbox_dn: 0.145200 loss_giou_dn: 0.473677 loss_class_aux_dn: 2.009875 loss_bbox_aux_dn: 0.842528 loss_giou_aux_dn: 2.587000 loss: 16.917225 eta: 40 days, 17:23:48 batch_cost: 0.9056 data_cost: 0.0592 ips: 8.8335 images/s [07/20 10:09:59] ppdet.engine INFO: Epoch: [1] [40900/54024] learning_rate: 0.000100 loss_class: 0.752815 loss_bbox: 0.142391 loss_giou: 0.571447 loss_class_aux: 4.721236 loss_bbox_aux: 0.940171 loss_giou_aux: 3.587576 loss_class_dn: 0.389028 loss_bbox_dn: 0.160000 loss_giou_dn: 0.493549 loss_class_aux_dn: 2.076238 loss_bbox_aux_dn: 0.917160 loss_giou_aux_dn: 2.694968 loss: 17.644015 eta: 40 days, 17:15:05 batch_cost: 0.8196 data_cost: 0.0022 ips: 9.7604 images/s [07/20 10:11:30] ppdet.engine INFO: Epoch: [1] [41000/54024] learning_rate: 0.000100 loss_class: 0.740337 loss_bbox: 0.146697 loss_giou: 0.568790 loss_class_aux: 4.706907 loss_bbox_aux: 0.927980 loss_giou_aux: 3.587194 loss_class_dn: 0.380989 loss_bbox_dn: 0.150585 loss_giou_dn: 0.490034 loss_class_aux_dn: 2.048663 loss_bbox_aux_dn: 0.881527 loss_giou_aux_dn: 2.698155 loss: 17.732712 eta: 40 days, 17:08:55 batch_cost: 0.8576 data_cost: 0.0616 ips: 9.3285 images/s [07/20 10:13:11] ppdet.engine INFO: Epoch: [1] [41100/54024] learning_rate: 0.000100 loss_class: 0.738765 loss_bbox: 0.139418 loss_giou: 0.587455 loss_class_aux: 4.592277 loss_bbox_aux: 0.915175 loss_giou_aux: 3.679741 loss_class_dn: 0.391566 loss_bbox_dn: 0.149492 loss_giou_dn: 0.525499 loss_class_aux_dn: 2.120281 loss_bbox_aux_dn: 0.850167 loss_giou_aux_dn: 2.813192 loss: 17.856112 eta: 40 days, 17:10:21 batch_cost: 0.9719 data_cost: 0.0009 ips: 8.2314 images/s [07/20 10:14:55] ppdet.engine INFO: Epoch: [1] [41200/54024] learning_rate: 0.000100 loss_class: 0.703712 loss_bbox: 0.138237 loss_giou: 0.531319 loss_class_aux: 4.517542 loss_bbox_aux: 0.904244 loss_giou_aux: 3.311882 loss_class_dn: 0.365455 loss_bbox_dn: 0.157541 loss_giou_dn: 0.457707 loss_class_aux_dn: 1.931298 loss_bbox_aux_dn: 0.916166 loss_giou_aux_dn: 2.495251 loss: 16.792511 eta: 40 days, 17:13:19 batch_cost: 0.9949 data_cost: 0.0210 ips: 8.0412 images/s [07/20 10:16:38] ppdet.engine INFO: Epoch: [1] [41300/54024] learning_rate: 0.000100 loss_class: 0.754193 loss_bbox: 0.140698 loss_giou: 0.577409 loss_class_aux: 4.659854 loss_bbox_aux: 0.929605 loss_giou_aux: 3.666337 loss_class_dn: 0.383536 loss_bbox_dn: 0.152174 loss_giou_dn: 0.495646 loss_class_aux_dn: 2.051380 loss_bbox_aux_dn: 0.900929 loss_giou_aux_dn: 2.685589 loss: 17.600661 eta: 40 days, 17:15:01 batch_cost: 0.9761 data_cost: 0.0975 ips: 8.1962 images/s [07/20 10:18:12] ppdet.engine INFO: Epoch: [1] [41400/54024] learning_rate: 0.000100 loss_class: 0.737469 loss_bbox: 0.141390 loss_giou: 0.541132 loss_class_aux: 4.630494 loss_bbox_aux: 0.923097 loss_giou_aux: 3.454533 loss_class_dn: 0.382195 loss_bbox_dn: 0.155609 loss_giou_dn: 0.476531 loss_class_aux_dn: 2.025659 loss_bbox_aux_dn: 0.916663 loss_giou_aux_dn: 2.611086 loss: 17.356719 eta: 40 days, 17:11:14 batch_cost: 0.8934 data_cost: 0.0009 ips: 8.9550 images/s [07/20 10:19:38] ppdet.engine INFO: Epoch: [1] [41500/54024] learning_rate: 0.000100 loss_class: 0.736435 loss_bbox: 0.130077 loss_giou: 0.620440 loss_class_aux: 4.476189 loss_bbox_aux: 0.864577 loss_giou_aux: 3.829743 loss_class_dn: 0.381439 loss_bbox_dn: 0.147420 loss_giou_dn: 0.520477 loss_class_aux_dn: 2.034654 loss_bbox_aux_dn: 0.856642 loss_giou_aux_dn: 2.807596 loss: 17.305131 eta: 40 days, 17:02:10 batch_cost: 0.8136 data_cost: 0.0075 ips: 9.8331 images/s [07/20 10:21:10] ppdet.engine INFO: Epoch: [1] [41600/54024] learning_rate: 0.000100 loss_class: 0.718033 loss_bbox: 0.135451 loss_giou: 0.595583 loss_class_aux: 4.457524 loss_bbox_aux: 0.894582 loss_giou_aux: 3.805325 loss_class_dn: 0.372994 loss_bbox_dn: 0.143457 loss_giou_dn: 0.510334 loss_class_aux_dn: 2.017764 loss_bbox_aux_dn: 0.803018 loss_giou_aux_dn: 2.828976 loss: 17.208987 eta: 40 days, 16:57:11 batch_cost: 0.8751 data_cost: 0.0010 ips: 9.1422 images/s [07/20 10:22:45] ppdet.engine INFO: Epoch: [1] [41700/54024] learning_rate: 0.000100 loss_class: 0.711089 loss_bbox: 0.146206 loss_giou: 0.546310 loss_class_aux: 4.547499 loss_bbox_aux: 0.950767 loss_giou_aux: 3.474838 loss_class_dn: 0.374408 loss_bbox_dn: 0.158450 loss_giou_dn: 0.479735 loss_class_aux_dn: 1.989847 loss_bbox_aux_dn: 0.897005 loss_giou_aux_dn: 2.658693 loss: 17.277290 eta: 40 days, 16:53:50 batch_cost: 0.8998 data_cost: 0.0009 ips: 8.8913 images/s [07/20 10:24:21] ppdet.engine INFO: Epoch: [1] [41800/54024] learning_rate: 0.000100 loss_class: 0.728072 loss_bbox: 0.136993 loss_giou: 0.585246 loss_class_aux: 4.554240 loss_bbox_aux: 0.901487 loss_giou_aux: 3.644467 loss_class_dn: 0.383962 loss_bbox_dn: 0.160220 loss_giou_dn: 0.502539 loss_class_aux_dn: 2.057047 loss_bbox_aux_dn: 0.959337 loss_giou_aux_dn: 2.728443 loss: 17.524937 eta: 40 days, 16:51:52 batch_cost: 0.9205 data_cost: 0.0425 ips: 8.6905 images/s [07/20 10:25:54] ppdet.engine INFO: Epoch: [1] [41900/54024] learning_rate: 0.000100 loss_class: 0.741620 loss_bbox: 0.143114 loss_giou: 0.562390 loss_class_aux: 4.606705 loss_bbox_aux: 0.941136 loss_giou_aux: 3.562519 loss_class_dn: 0.392734 loss_bbox_dn: 0.155329 loss_giou_dn: 0.503532 loss_class_aux_dn: 2.077933 loss_bbox_aux_dn: 0.928255 loss_giou_aux_dn: 2.749189 loss: 17.596225 eta: 40 days, 16:47:29 batch_cost: 0.8837 data_cost: 0.0010 ips: 9.0529 images/s [07/20 10:27:22] ppdet.engine INFO: Epoch: [1] [42000/54024] learning_rate: 0.000100 loss_class: 0.762832 loss_bbox: 0.139741 loss_giou: 0.575733 loss_class_aux: 4.894433 loss_bbox_aux: 0.905784 loss_giou_aux: 3.592815 loss_class_dn: 0.400484 loss_bbox_dn: 0.156736 loss_giou_dn: 0.503501 loss_class_aux_dn: 2.147034 loss_bbox_aux_dn: 0.879581 loss_giou_aux_dn: 2.748248 loss: 17.566630 eta: 40 days, 16:39:59 batch_cost: 0.8366 data_cost: 0.0469 ips: 9.5627 images/s [07/20 10:28:48] ppdet.engine INFO: Epoch: [1] [42100/54024] learning_rate: 0.000100 loss_class: 0.741275 loss_bbox: 0.138857 loss_giou: 0.557416 loss_class_aux: 4.605249 loss_bbox_aux: 0.913658 loss_giou_aux: 3.496187 loss_class_dn: 0.369686 loss_bbox_dn: 0.161712 loss_giou_dn: 0.477315 loss_class_aux_dn: 1.997506 loss_bbox_aux_dn: 0.954781 loss_giou_aux_dn: 2.619041 loss: 16.709021 eta: 40 days, 16:30:59 batch_cost: 0.8135 data_cost: 0.0085 ips: 9.8344 images/s [07/20 10:30:25] ppdet.engine INFO: Epoch: [1] [42200/54024] learning_rate: 0.000100 loss_class: 0.709672 loss_bbox: 0.146890 loss_giou: 0.567551 loss_class_aux: 4.484012 loss_bbox_aux: 0.941597 loss_giou_aux: 3.540463 loss_class_dn: 0.381170 loss_bbox_dn: 0.158214 loss_giou_dn: 0.488468 loss_class_aux_dn: 2.046246 loss_bbox_aux_dn: 0.917648 loss_giou_aux_dn: 2.664492 loss: 16.888710 eta: 40 days, 16:29:21 batch_cost: 0.9252 data_cost: 0.0334 ips: 8.6464 images/s [07/20 10:32:01] ppdet.engine INFO: Epoch: [1] [42300/54024] learning_rate: 0.000100 loss_class: 0.683241 loss_bbox: 0.127677 loss_giou: 0.558730 loss_class_aux: 4.323878 loss_bbox_aux: 0.839854 loss_giou_aux: 3.459503 loss_class_dn: 0.363820 loss_bbox_dn: 0.136973 loss_giou_dn: 0.473470 loss_class_aux_dn: 1.922796 loss_bbox_aux_dn: 0.805962 loss_giou_aux_dn: 2.591293 loss: 16.653031 eta: 40 days, 16:26:50 batch_cost: 0.9118 data_cost: 0.0009 ips: 8.7737 images/s [07/20 10:33:28] ppdet.engine INFO: Epoch: [1] [42400/54024] learning_rate: 0.000100 loss_class: 0.721599 loss_bbox: 0.128792 loss_giou: 0.540065 loss_class_aux: 4.515418 loss_bbox_aux: 0.827862 loss_giou_aux: 3.393346 loss_class_dn: 0.358336 loss_bbox_dn: 0.136871 loss_giou_dn: 0.483208 loss_class_aux_dn: 1.935675 loss_bbox_aux_dn: 0.804692 loss_giou_aux_dn: 2.608437 loss: 16.558238 eta: 40 days, 16:18:41 batch_cost: 0.8259 data_cost: 0.0327 ips: 9.6867 images/s [07/20 10:34:58] ppdet.engine INFO: Epoch: [1] [42500/54024] learning_rate: 0.000100 loss_class: 0.707448 loss_bbox: 0.138017 loss_giou: 0.561803 loss_class_aux: 4.442413 loss_bbox_aux: 0.891109 loss_giou_aux: 3.547956 loss_class_dn: 0.370740 loss_bbox_dn: 0.152851 loss_giou_dn: 0.471139 loss_class_aux_dn: 1.980405 loss_bbox_aux_dn: 0.873167 loss_giou_aux_dn: 2.610751 loss: 17.152178 eta: 40 days, 16:12:45 batch_cost: 0.8597 data_cost: 0.0300 ips: 9.3056 images/s [07/20 10:36:27] ppdet.engine INFO: Epoch: [1] [42600/54024] learning_rate: 0.000100 loss_class: 0.732704 loss_bbox: 0.127611 loss_giou: 0.602105 loss_class_aux: 4.531944 loss_bbox_aux: 0.860136 loss_giou_aux: 3.789555 loss_class_dn: 0.378861 loss_bbox_dn: 0.144096 loss_giou_dn: 0.495657 loss_class_aux_dn: 2.030979 loss_bbox_aux_dn: 0.863906 loss_giou_aux_dn: 2.681673 loss: 16.958362 eta: 40 days, 16:05:36 batch_cost: 0.8408 data_cost: 0.0349 ips: 9.5145 images/s [07/20 10:38:02] ppdet.engine INFO: Epoch: [1] [42700/54024] learning_rate: 0.000100 loss_class: 0.731466 loss_bbox: 0.127417 loss_giou: 0.525676 loss_class_aux: 4.595616 loss_bbox_aux: 0.828653 loss_giou_aux: 3.305417 loss_class_dn: 0.356885 loss_bbox_dn: 0.148617 loss_giou_dn: 0.460025 loss_class_aux_dn: 1.934067 loss_bbox_aux_dn: 0.864838 loss_giou_aux_dn: 2.554495 loss: 16.674209 eta: 40 days, 16:02:34 batch_cost: 0.9035 data_cost: 0.0608 ips: 8.8541 images/s [07/20 10:39:28] ppdet.engine INFO: Epoch: [1] [42800/54024] learning_rate: 0.000100 loss_class: 0.743926 loss_bbox: 0.134295 loss_giou: 0.550086 loss_class_aux: 4.686988 loss_bbox_aux: 0.872844 loss_giou_aux: 3.433458 loss_class_dn: 0.371721 loss_bbox_dn: 0.153161 loss_giou_dn: 0.475228 loss_class_aux_dn: 1.973273 loss_bbox_aux_dn: 0.898933 loss_giou_aux_dn: 2.638431 loss: 16.970308 eta: 40 days, 15:53:54 batch_cost: 0.8172 data_cost: 0.0010 ips: 9.7898 images/s [07/20 10:41:13] ppdet.engine INFO: Epoch: [1] [42900/54024] learning_rate: 0.000100 loss_class: 0.704800 loss_bbox: 0.133728 loss_giou: 0.583798 loss_class_aux: 4.350575 loss_bbox_aux: 0.851327 loss_giou_aux: 3.658374 loss_class_dn: 0.367007 loss_bbox_dn: 0.145714 loss_giou_dn: 0.494910 loss_class_aux_dn: 1.966537 loss_bbox_aux_dn: 0.861861 loss_giou_aux_dn: 2.693267 loss: 16.650771 eta: 40 days, 15:57:22 batch_cost: 1.0031 data_cost: 0.0010 ips: 7.9752 images/s [07/20 10:42:50] ppdet.engine INFO: Epoch: [1] [43000/54024] learning_rate: 0.000100 loss_class: 0.750102 loss_bbox: 0.142185 loss_giou: 0.577538 loss_class_aux: 4.647677 loss_bbox_aux: 0.920101 loss_giou_aux: 3.621652 loss_class_dn: 0.380363 loss_bbox_dn: 0.163870 loss_giou_dn: 0.498711 loss_class_aux_dn: 2.054652 loss_bbox_aux_dn: 0.941027 loss_giou_aux_dn: 2.697895 loss: 17.228203 eta: 40 days, 15:56:10 batch_cost: 0.9317 data_cost: 0.0203 ips: 8.5861 images/s [07/20 10:44:29] ppdet.engine INFO: Epoch: [1] [43100/54024] learning_rate: 0.000100 loss_class: 0.705608 loss_bbox: 0.141264 loss_giou: 0.507059 loss_class_aux: 4.467244 loss_bbox_aux: 0.916827 loss_giou_aux: 3.279134 loss_class_dn: 0.361315 loss_bbox_dn: 0.155247 loss_giou_dn: 0.474366 loss_class_aux_dn: 1.939373 loss_bbox_aux_dn: 0.899940 loss_giou_aux_dn: 2.605225 loss: 16.557940 eta: 40 days, 15:55:59 batch_cost: 0.9471 data_cost: 0.0247 ips: 8.4466 images/s [07/20 10:46:09] ppdet.engine INFO: Epoch: [1] [43200/54024] learning_rate: 0.000100 loss_class: 0.714727 loss_bbox: 0.135713 loss_giou: 0.582262 loss_class_aux: 4.368316 loss_bbox_aux: 0.862601 loss_giou_aux: 3.625884 loss_class_dn: 0.382400 loss_bbox_dn: 0.138349 loss_giou_dn: 0.478742 loss_class_aux_dn: 2.061481 loss_bbox_aux_dn: 0.825293 loss_giou_aux_dn: 2.647242 loss: 17.051903 eta: 40 days, 15:56:06 batch_cost: 0.9519 data_cost: 0.1083 ips: 8.4039 images/s [07/20 10:47:37] ppdet.engine INFO: Epoch: [1] [43300/54024] learning_rate: 0.000100 loss_class: 0.723209 loss_bbox: 0.146189 loss_giou: 0.561698 loss_class_aux: 4.500554 loss_bbox_aux: 0.922020 loss_giou_aux: 3.531960 loss_class_dn: 0.372818 loss_bbox_dn: 0.162714 loss_giou_dn: 0.477581 loss_class_aux_dn: 2.006542 loss_bbox_aux_dn: 0.920950 loss_giou_aux_dn: 2.618604 loss: 17.245090 eta: 40 days, 15:47:58 batch_cost: 0.8250 data_cost: 0.0124 ips: 9.6965 images/s [07/20 10:49:23] ppdet.engine INFO: Epoch: [1] [43400/54024] learning_rate: 0.000100 loss_class: 0.727195 loss_bbox: 0.131815 loss_giou: 0.546945 loss_class_aux: 4.525640 loss_bbox_aux: 0.842676 loss_giou_aux: 3.394985 loss_class_dn: 0.367990 loss_bbox_dn: 0.135169 loss_giou_dn: 0.463349 loss_class_aux_dn: 1.980235 loss_bbox_aux_dn: 0.811833 loss_giou_aux_dn: 2.546098 loss: 16.935627 eta: 40 days, 15:52:56 batch_cost: 1.0265 data_cost: 0.0010 ips: 7.7932 images/s [07/20 10:50:54] ppdet.engine INFO: Epoch: [1] [43500/54024] learning_rate: 0.000100 loss_class: 0.741049 loss_bbox: 0.134365 loss_giou: 0.544530 loss_class_aux: 4.543505 loss_bbox_aux: 0.885960 loss_giou_aux: 3.401733 loss_class_dn: 0.371430 loss_bbox_dn: 0.156134 loss_giou_dn: 0.474791 loss_class_aux_dn: 1.975134 loss_bbox_aux_dn: 0.911726 loss_giou_aux_dn: 2.619432 loss: 17.129840 eta: 40 days, 15:46:49 batch_cost: 0.8560 data_cost: 0.0436 ips: 9.3458 images/s [07/20 10:52:34] ppdet.engine INFO: Epoch: [1] [43600/54024] learning_rate: 0.000100 loss_class: 0.701773 loss_bbox: 0.136331 loss_giou: 0.541497 loss_class_aux: 4.365776 loss_bbox_aux: 0.857282 loss_giou_aux: 3.426003 loss_class_dn: 0.362001 loss_bbox_dn: 0.141684 loss_giou_dn: 0.481304 loss_class_aux_dn: 1.945506 loss_bbox_aux_dn: 0.813962 loss_giou_aux_dn: 2.650102 loss: 16.935671 eta: 40 days, 15:47:14 batch_cost: 0.9565 data_cost: 0.0735 ips: 8.3641 images/s [07/20 10:54:10] ppdet.engine INFO: Epoch: [1] [43700/54024] learning_rate: 0.000100 loss_class: 0.743872 loss_bbox: 0.139211 loss_giou: 0.558693 loss_class_aux: 4.649400 loss_bbox_aux: 0.912223 loss_giou_aux: 3.520537 loss_class_dn: 0.389061 loss_bbox_dn: 0.156416 loss_giou_dn: 0.486237 loss_class_aux_dn: 2.101268 loss_bbox_aux_dn: 0.916779 loss_giou_aux_dn: 2.689325 loss: 17.802594 eta: 40 days, 15:45:09 batch_cost: 0.9181 data_cost: 0.0010 ips: 8.7138 images/s [07/20 10:55:48] ppdet.engine INFO: Epoch: [1] [43800/54024] learning_rate: 0.000100 loss_class: 0.744503 loss_bbox: 0.131091 loss_giou: 0.602692 loss_class_aux: 4.643995 loss_bbox_aux: 0.888272 loss_giou_aux: 3.712203 loss_class_dn: 0.386090 loss_bbox_dn: 0.142223 loss_giou_dn: 0.516586 loss_class_aux_dn: 2.041488 loss_bbox_aux_dn: 0.835787 loss_giou_aux_dn: 2.798338 loss: 17.640861 eta: 40 days, 15:43:42 batch_cost: 0.9278 data_cost: 0.0111 ips: 8.6228 images/s [07/20 10:57:36] ppdet.engine INFO: Epoch: [1] [43900/54024] learning_rate: 0.000100 loss_class: 0.757032 loss_bbox: 0.140721 loss_giou: 0.597620 loss_class_aux: 4.804527 loss_bbox_aux: 0.933956 loss_giou_aux: 3.745180 loss_class_dn: 0.417804 loss_bbox_dn: 0.161272 loss_giou_dn: 0.509198 loss_class_aux_dn: 2.259354 loss_bbox_aux_dn: 0.908466 loss_giou_aux_dn: 2.776053 loss: 18.397227 eta: 40 days, 15:49:20 batch_cost: 1.0375 data_cost: 0.0762 ips: 7.7108 images/s [07/20 10:59:04] ppdet.engine INFO: Epoch: [1] [44000/54024] learning_rate: 0.000100 loss_class: 0.714167 loss_bbox: 0.138254 loss_giou: 0.550434 loss_class_aux: 4.489721 loss_bbox_aux: 0.882779 loss_giou_aux: 3.434473 loss_class_dn: 0.377105 loss_bbox_dn: 0.159098 loss_giou_dn: 0.498056 loss_class_aux_dn: 2.004544 loss_bbox_aux_dn: 0.902875 loss_giou_aux_dn: 2.706837 loss: 17.204574 eta: 40 days, 15:42:14 batch_cost: 0.8402 data_cost: 0.0444 ips: 9.5210 images/s [07/20 11:00:46] ppdet.engine INFO: Epoch: [1] [44100/54024] learning_rate: 0.000100 loss_class: 0.723585 loss_bbox: 0.137465 loss_giou: 0.545752 loss_class_aux: 4.586073 loss_bbox_aux: 0.896049 loss_giou_aux: 3.487670 loss_class_dn: 0.369225 loss_bbox_dn: 0.145312 loss_giou_dn: 0.503539 loss_class_aux_dn: 1.956645 loss_bbox_aux_dn: 0.859855 loss_giou_aux_dn: 2.741730 loss: 17.450582 eta: 40 days, 15:43:17 batch_cost: 0.9668 data_cost: 0.0010 ips: 8.2748 images/s [07/20 11:02:17] ppdet.engine INFO: Epoch: [1] [44200/54024] learning_rate: 0.000100 loss_class: 0.691995 loss_bbox: 0.124698 loss_giou: 0.506535 loss_class_aux: 4.326089 loss_bbox_aux: 0.837516 loss_giou_aux: 3.225352 loss_class_dn: 0.350478 loss_bbox_dn: 0.153567 loss_giou_dn: 0.459493 loss_class_aux_dn: 1.882999 loss_bbox_aux_dn: 0.864843 loss_giou_aux_dn: 2.561350 loss: 15.655947 eta: 40 days, 15:38:05 batch_cost: 0.8695 data_cost: 0.0011 ips: 9.2010 images/s [07/20 11:03:44] ppdet.engine INFO: Epoch: [1] [44300/54024] learning_rate: 0.000100 loss_class: 0.705230 loss_bbox: 0.138811 loss_giou: 0.526687 loss_class_aux: 4.500225 loss_bbox_aux: 0.901515 loss_giou_aux: 3.322472 loss_class_dn: 0.375622 loss_bbox_dn: 0.156487 loss_giou_dn: 0.470869 loss_class_aux_dn: 2.007658 loss_bbox_aux_dn: 0.899269 loss_giou_aux_dn: 2.633888 loss: 17.340603 eta: 40 days, 15:29:41 batch_cost: 0.8198 data_cost: 0.0138 ips: 9.7586 images/s [07/20 11:05:10] ppdet.engine INFO: Epoch: [1] [44400/54024] learning_rate: 0.000100 loss_class: 0.713900 loss_bbox: 0.134486 loss_giou: 0.511894 loss_class_aux: 4.483281 loss_bbox_aux: 0.880771 loss_giou_aux: 3.187930 loss_class_dn: 0.369748 loss_bbox_dn: 0.152734 loss_giou_dn: 0.446907 loss_class_aux_dn: 1.958455 loss_bbox_aux_dn: 0.882384 loss_giou_aux_dn: 2.452852 loss: 16.265190 eta: 40 days, 15:20:39 batch_cost: 0.8096 data_cost: 0.0010 ips: 9.8817 images/s [07/20 11:06:44] ppdet.engine INFO: Epoch: [1] [44500/54024] learning_rate: 0.000100 loss_class: 0.740310 loss_bbox: 0.130130 loss_giou: 0.535634 loss_class_aux: 4.603139 loss_bbox_aux: 0.831392 loss_giou_aux: 3.284401 loss_class_dn: 0.382173 loss_bbox_dn: 0.148268 loss_giou_dn: 0.479379 loss_class_aux_dn: 2.033995 loss_bbox_aux_dn: 0.848777 loss_giou_aux_dn: 2.607546 loss: 17.394590 eta: 40 days, 15:17:12 batch_cost: 0.8965 data_cost: 0.0391 ips: 8.9237 images/s [07/20 11:08:21] ppdet.engine INFO: Epoch: [1] [44600/54024] learning_rate: 0.000100 loss_class: 0.766855 loss_bbox: 0.140656 loss_giou: 0.602686 loss_class_aux: 4.751854 loss_bbox_aux: 0.910002 loss_giou_aux: 3.771600 loss_class_dn: 0.402433 loss_bbox_dn: 0.140776 loss_giou_dn: 0.513756 loss_class_aux_dn: 2.132739 loss_bbox_aux_dn: 0.807679 loss_giou_aux_dn: 2.855183 loss: 18.000471 eta: 40 days, 15:15:31 batch_cost: 0.9238 data_cost: 0.0679 ips: 8.6603 images/s [07/20 11:09:51] ppdet.engine INFO: Epoch: [1] [44700/54024] learning_rate: 0.000100 loss_class: 0.723995 loss_bbox: 0.143745 loss_giou: 0.604943 loss_class_aux: 4.470646 loss_bbox_aux: 0.953784 loss_giou_aux: 3.749584 loss_class_dn: 0.387885 loss_bbox_dn: 0.147029 loss_giou_dn: 0.508411 loss_class_aux_dn: 2.080857 loss_bbox_aux_dn: 0.840530 loss_giou_aux_dn: 2.803773 loss: 17.873989 eta: 40 days, 15:09:17 batch_cost: 0.8528 data_cost: 0.0089 ips: 9.3811 images/s [07/20 11:11:21] ppdet.engine INFO: Epoch: [1] [44800/54024] learning_rate: 0.000100 loss_class: 0.716932 loss_bbox: 0.133294 loss_giou: 0.535960 loss_class_aux: 4.450974 loss_bbox_aux: 0.867554 loss_giou_aux: 3.353102 loss_class_dn: 0.372389 loss_bbox_dn: 0.139658 loss_giou_dn: 0.473318 loss_class_aux_dn: 1.987785 loss_bbox_aux_dn: 0.814496 loss_giou_aux_dn: 2.619027 loss: 17.424953 eta: 40 days, 15:02:47 batch_cost: 0.8487 data_cost: 0.0342 ips: 9.4265 images/s [07/20 11:13:00] ppdet.engine INFO: Epoch: [1] [44900/54024] learning_rate: 0.000100 loss_class: 0.732044 loss_bbox: 0.142585 loss_giou: 0.575136 loss_class_aux: 4.560121 loss_bbox_aux: 0.920791 loss_giou_aux: 3.564224 loss_class_dn: 0.378798 loss_bbox_dn: 0.148368 loss_giou_dn: 0.486972 loss_class_aux_dn: 2.004000 loss_bbox_aux_dn: 0.872486 loss_giou_aux_dn: 2.631530 loss: 17.280827 eta: 40 days, 15:03:03 batch_cost: 0.9543 data_cost: 0.0217 ips: 8.3830 images/s [07/20 11:14:41] ppdet.engine INFO: Epoch: [1] [45000/54024] learning_rate: 0.000100 loss_class: 0.694362 loss_bbox: 0.141654 loss_giou: 0.512053 loss_class_aux: 4.449696 loss_bbox_aux: 0.904241 loss_giou_aux: 3.231323 loss_class_dn: 0.369314 loss_bbox_dn: 0.149826 loss_giou_dn: 0.457778 loss_class_aux_dn: 1.975404 loss_bbox_aux_dn: 0.876696 loss_giou_aux_dn: 2.519456 loss: 16.509583 eta: 40 days, 15:03:41 batch_cost: 0.9601 data_cost: 0.0931 ips: 8.3328 images/s [07/20 11:16:06] ppdet.engine INFO: Epoch: [1] [45100/54024] learning_rate: 0.000100 loss_class: 0.684272 loss_bbox: 0.120665 loss_giou: 0.527050 loss_class_aux: 4.323784 loss_bbox_aux: 0.805130 loss_giou_aux: 3.278261 loss_class_dn: 0.350623 loss_bbox_dn: 0.135552 loss_giou_dn: 0.443929 loss_class_aux_dn: 1.842081 loss_bbox_aux_dn: 0.779709 loss_giou_aux_dn: 2.417803 loss: 15.723224 eta: 40 days, 14:54:53 batch_cost: 0.8122 data_cost: 0.0135 ips: 9.8502 images/s [07/20 11:17:58] ppdet.engine INFO: Epoch: [1] [45200/54024] learning_rate: 0.000100 loss_class: 0.725649 loss_bbox: 0.135129 loss_giou: 0.583555 loss_class_aux: 4.583982 loss_bbox_aux: 0.864702 loss_giou_aux: 3.605898 loss_class_dn: 0.385869 loss_bbox_dn: 0.142356 loss_giou_dn: 0.504846 loss_class_aux_dn: 2.056883 loss_bbox_aux_dn: 0.841838 loss_giou_aux_dn: 2.762555 loss: 17.436008 eta: 40 days, 15:02:56 batch_cost: 1.0763 data_cost: 0.1657 ips: 7.4325 images/s [07/20 11:19:26] ppdet.engine INFO: Epoch: [1] [45300/54024] learning_rate: 0.000100 loss_class: 0.739658 loss_bbox: 0.143263 loss_giou: 0.573646 loss_class_aux: 4.663228 loss_bbox_aux: 0.903710 loss_giou_aux: 3.509403 loss_class_dn: 0.381983 loss_bbox_dn: 0.160085 loss_giou_dn: 0.508750 loss_class_aux_dn: 2.045033 loss_bbox_aux_dn: 0.912154 loss_giou_aux_dn: 2.765112 loss: 17.602904 eta: 40 days, 14:55:40 batch_cost: 0.8363 data_cost: 0.0010 ips: 9.5664 images/s [07/20 11:21:01] ppdet.engine INFO: Epoch: [1] [45400/54024] learning_rate: 0.000100 loss_class: 0.700872 loss_bbox: 0.128450 loss_giou: 0.558478 loss_class_aux: 4.358412 loss_bbox_aux: 0.857640 loss_giou_aux: 3.460815 loss_class_dn: 0.364328 loss_bbox_dn: 0.138663 loss_giou_dn: 0.465457 loss_class_aux_dn: 1.949770 loss_bbox_aux_dn: 0.811462 loss_giou_aux_dn: 2.554092 loss: 16.204083 eta: 40 days, 14:52:32 batch_cost: 0.9009 data_cost: 0.0010 ips: 8.8803 images/s [07/20 11:22:39] ppdet.engine INFO: Epoch: [1] [45500/54024] learning_rate: 0.000100 loss_class: 0.707966 loss_bbox: 0.130761 loss_giou: 0.582521 loss_class_aux: 4.443769 loss_bbox_aux: 0.856665 loss_giou_aux: 3.665258 loss_class_dn: 0.373437 loss_bbox_dn: 0.134494 loss_giou_dn: 0.511756 loss_class_aux_dn: 1.987815 loss_bbox_aux_dn: 0.811635 loss_giou_aux_dn: 2.842316 loss: 17.604011 eta: 40 days, 14:51:23 batch_cost: 0.9321 data_cost: 0.1138 ips: 8.5832 images/s [07/20 11:25:03] ppdet.engine INFO: Epoch: [1] [45600/54024] learning_rate: 0.000100 loss_class: 0.710935 loss_bbox: 0.138932 loss_giou: 0.575123 loss_class_aux: 4.467678 loss_bbox_aux: 0.904034 loss_giou_aux: 3.661708 loss_class_dn: 0.380330 loss_bbox_dn: 0.145011 loss_giou_dn: 0.494894 loss_class_aux_dn: 2.036118 loss_bbox_aux_dn: 0.837033 loss_giou_aux_dn: 2.701980 loss: 17.564330 eta: 40 days, 15:19:51 batch_cost: 1.3993 data_cost: 0.0122 ips: 5.7170 images/s [07/20 11:26:49] ppdet.engine INFO: Epoch: [1] [45700/54024] learning_rate: 0.000100 loss_class: 0.710382 loss_bbox: 0.129877 loss_giou: 0.547564 loss_class_aux: 4.450128 loss_bbox_aux: 0.868988 loss_giou_aux: 3.433298 loss_class_dn: 0.364545 loss_bbox_dn: 0.152390 loss_giou_dn: 0.478276 loss_class_aux_dn: 1.945338 loss_bbox_aux_dn: 0.882979 loss_giou_aux_dn: 2.624869 loss: 16.742019 eta: 40 days, 15:24:14 batch_cost: 1.0198 data_cost: 0.1052 ips: 7.8445 images/s [07/20 11:28:30] ppdet.engine INFO: Epoch: [1] [45800/54024] learning_rate: 0.000100 loss_class: 0.723503 loss_bbox: 0.136585 loss_giou: 0.545026 loss_class_aux: 4.553962 loss_bbox_aux: 0.883416 loss_giou_aux: 3.471658 loss_class_dn: 0.369998 loss_bbox_dn: 0.152380 loss_giou_dn: 0.473391 loss_class_aux_dn: 1.980646 loss_bbox_aux_dn: 0.872367 loss_giou_aux_dn: 2.624308 loss: 17.012557 eta: 40 days, 15:24:40 batch_cost: 0.9578 data_cost: 0.0011 ips: 8.3522 images/s [07/20 11:30:02] ppdet.engine INFO: Epoch: [1] [45900/54024] learning_rate: 0.000100 loss_class: 0.697823 loss_bbox: 0.125999 loss_giou: 0.520994 loss_class_aux: 4.377833 loss_bbox_aux: 0.836327 loss_giou_aux: 3.235851 loss_class_dn: 0.359164 loss_bbox_dn: 0.148785 loss_giou_dn: 0.473553 loss_class_aux_dn: 1.929168 loss_bbox_aux_dn: 0.863997 loss_giou_aux_dn: 2.626398 loss: 16.981941 eta: 40 days, 15:20:04 batch_cost: 0.8782 data_cost: 0.0450 ips: 9.1095 images/s [07/20 11:31:29] ppdet.engine INFO: Epoch: [1] [46000/54024] learning_rate: 0.000100 loss_class: 0.708330 loss_bbox: 0.129162 loss_giou: 0.531108 loss_class_aux: 4.510616 loss_bbox_aux: 0.860834 loss_giou_aux: 3.277481 loss_class_dn: 0.366334 loss_bbox_dn: 0.136898 loss_giou_dn: 0.461376 loss_class_aux_dn: 1.969960 loss_bbox_aux_dn: 0.812615 loss_giou_aux_dn: 2.498551 loss: 16.440301 eta: 40 days, 15:11:44 batch_cost: 0.8188 data_cost: 0.0010 ips: 9.7698 images/s [07/20 11:33:02] ppdet.engine INFO: Epoch: [1] [46100/54024] learning_rate: 0.000100 loss_class: 0.719843 loss_bbox: 0.133940 loss_giou: 0.555263 loss_class_aux: 4.534503 loss_bbox_aux: 0.862199 loss_giou_aux: 3.435327 loss_class_dn: 0.376621 loss_bbox_dn: 0.144402 loss_giou_dn: 0.484586 loss_class_aux_dn: 2.013919 loss_bbox_aux_dn: 0.842650 loss_giou_aux_dn: 2.656581 loss: 16.669832 eta: 40 days, 15:07:27 batch_cost: 0.8830 data_cost: 0.0011 ips: 9.0604 images/s [07/20 11:34:39] ppdet.engine INFO: Epoch: [1] [46200/54024] learning_rate: 0.000100 loss_class: 0.690700 loss_bbox: 0.138108 loss_giou: 0.566401 loss_class_aux: 4.336777 loss_bbox_aux: 0.889520 loss_giou_aux: 3.563259 loss_class_dn: 0.364576 loss_bbox_dn: 0.149711 loss_giou_dn: 0.492023 loss_class_aux_dn: 1.950501 loss_bbox_aux_dn: 0.883044 loss_giou_aux_dn: 2.689200 loss: 17.252299 eta: 40 days, 15:06:09 batch_cost: 0.9303 data_cost: 0.0010 ips: 8.5998 images/s [07/20 11:36:29] ppdet.engine INFO: Epoch: [1] [46300/54024] learning_rate: 0.000100 loss_class: 0.725283 loss_bbox: 0.139469 loss_giou: 0.547923 loss_class_aux: 4.467454 loss_bbox_aux: 0.918399 loss_giou_aux: 3.440056 loss_class_dn: 0.357299 loss_bbox_dn: 0.149252 loss_giou_dn: 0.468256 loss_class_aux_dn: 1.937459 loss_bbox_aux_dn: 0.862323 loss_giou_aux_dn: 2.582531 loss: 16.616840 eta: 40 days, 15:12:28 batch_cost: 1.0511 data_cost: 0.0638 ips: 7.6108 images/s [07/20 11:38:12] ppdet.engine INFO: Epoch: [1] [46400/54024] learning_rate: 0.000100 loss_class: 0.739978 loss_bbox: 0.142855 loss_giou: 0.594710 loss_class_aux: 4.613141 loss_bbox_aux: 0.918614 loss_giou_aux: 3.742169 loss_class_dn: 0.388345 loss_bbox_dn: 0.154666 loss_giou_dn: 0.515197 loss_class_aux_dn: 2.068910 loss_bbox_aux_dn: 0.883648 loss_giou_aux_dn: 2.853372 loss: 18.148011 eta: 40 days, 15:15:00 batch_cost: 0.9914 data_cost: 0.0594 ips: 8.0694 images/s [07/20 11:39:47] ppdet.engine INFO: Epoch: [1] [46500/54024] learning_rate: 0.000100 loss_class: 0.726071 loss_bbox: 0.139134 loss_giou: 0.583546 loss_class_aux: 4.545664 loss_bbox_aux: 0.885956 loss_giou_aux: 3.654928 loss_class_dn: 0.380205 loss_bbox_dn: 0.146351 loss_giou_dn: 0.492359 loss_class_aux_dn: 2.044799 loss_bbox_aux_dn: 0.835283 loss_giou_aux_dn: 2.721190 loss: 17.434415 eta: 40 days, 15:11:42 batch_cost: 0.8987 data_cost: 0.0276 ips: 8.9018 images/s [07/20 11:41:36] ppdet.engine INFO: Epoch: [1] [46600/54024] learning_rate: 0.000100 loss_class: 0.753406 loss_bbox: 0.144269 loss_giou: 0.593853 loss_class_aux: 4.638342 loss_bbox_aux: 0.940331 loss_giou_aux: 3.805702 loss_class_dn: 0.392466 loss_bbox_dn: 0.153950 loss_giou_dn: 0.522725 loss_class_aux_dn: 2.077584 loss_bbox_aux_dn: 0.883311 loss_giou_aux_dn: 2.860156 loss: 18.359816 eta: 40 days, 15:17:17 batch_cost: 1.0401 data_cost: 0.0010 ips: 7.6916 images/s [07/20 11:43:22] ppdet.engine INFO: Epoch: [1] [46700/54024] learning_rate: 0.000100 loss_class: 0.734694 loss_bbox: 0.136429 loss_giou: 0.567099 loss_class_aux: 4.610462 loss_bbox_aux: 0.919708 loss_giou_aux: 3.540311 loss_class_dn: 0.382216 loss_bbox_dn: 0.141519 loss_giou_dn: 0.502237 loss_class_aux_dn: 2.073718 loss_bbox_aux_dn: 0.836085 loss_giou_aux_dn: 2.764408 loss: 17.870062 eta: 40 days, 15:21:36 batch_cost: 1.0201 data_cost: 0.0049 ips: 7.8424 images/s [07/20 11:44:57] ppdet.engine INFO: Epoch: [1] [46800/54024] learning_rate: 0.000100 loss_class: 0.739233 loss_bbox: 0.136770 loss_giou: 0.584119 loss_class_aux: 4.539943 loss_bbox_aux: 0.891806 loss_giou_aux: 3.625701 loss_class_dn: 0.379035 loss_bbox_dn: 0.139761 loss_giou_dn: 0.488102 loss_class_aux_dn: 2.025912 loss_bbox_aux_dn: 0.839441 loss_giou_aux_dn: 2.694393 loss: 17.139387 eta: 40 days, 15:18:38 batch_cost: 0.9038 data_cost: 0.0160 ips: 8.8520 images/s [07/20 11:46:30] ppdet.engine INFO: Epoch: [1] [46900/54024] learning_rate: 0.000100 loss_class: 0.734919 loss_bbox: 0.128532 loss_giou: 0.544415 loss_class_aux: 4.650968 loss_bbox_aux: 0.833205 loss_giou_aux: 3.423818 loss_class_dn: 0.378655 loss_bbox_dn: 0.139649 loss_giou_dn: 0.478573 loss_class_aux_dn: 2.054309 loss_bbox_aux_dn: 0.836135 loss_giou_aux_dn: 2.658170 loss: 17.307877 eta: 40 days, 15:14:42 batch_cost: 0.8885 data_cost: 0.0072 ips: 9.0038 images/s [07/20 11:48:26] ppdet.engine INFO: Epoch: [1] [47000/54024] learning_rate: 0.000100 loss_class: 0.743543 loss_bbox: 0.140365 loss_giou: 0.572638 loss_class_aux: 4.649039 loss_bbox_aux: 0.892305 loss_giou_aux: 3.562527 loss_class_dn: 0.386518 loss_bbox_dn: 0.156684 loss_giou_dn: 0.500915 loss_class_aux_dn: 2.104060 loss_bbox_aux_dn: 0.912810 loss_giou_aux_dn: 2.760362 loss: 17.626544 eta: 40 days, 15:24:28 batch_cost: 1.1076 data_cost: 0.0253 ips: 7.2226 images/s [07/20 11:50:04] ppdet.engine INFO: Epoch: [1] [47100/54024] learning_rate: 0.000100 loss_class: 0.697113 loss_bbox: 0.127707 loss_giou: 0.514723 loss_class_aux: 4.361558 loss_bbox_aux: 0.849775 loss_giou_aux: 3.243020 loss_class_dn: 0.357592 loss_bbox_dn: 0.144279 loss_giou_dn: 0.462839 loss_class_aux_dn: 1.918426 loss_bbox_aux_dn: 0.859070 loss_giou_aux_dn: 2.565216 loss: 16.446801 eta: 40 days, 15:23:53 batch_cost: 0.9425 data_cost: 0.0151 ips: 8.4885 images/s [07/20 11:51:37] ppdet.engine INFO: Epoch: [1] [47200/54024] learning_rate: 0.000100 loss_class: 0.730707 loss_bbox: 0.139822 loss_giou: 0.590075 loss_class_aux: 4.643302 loss_bbox_aux: 0.907413 loss_giou_aux: 3.699535 loss_class_dn: 0.390476 loss_bbox_dn: 0.148089 loss_giou_dn: 0.500736 loss_class_aux_dn: 2.112054 loss_bbox_aux_dn: 0.859496 loss_giou_aux_dn: 2.756325 loss: 17.676056 eta: 40 days, 15:19:27 batch_cost: 0.8804 data_cost: 0.0204 ips: 9.0866 images/s [07/20 11:53:16] ppdet.engine INFO: Epoch: [1] [47300/54024] learning_rate: 0.000100 loss_class: 0.687989 loss_bbox: 0.132238 loss_giou: 0.581264 loss_class_aux: 4.357507 loss_bbox_aux: 0.844105 loss_giou_aux: 3.636933 loss_class_dn: 0.362647 loss_bbox_dn: 0.134393 loss_giou_dn: 0.498656 loss_class_aux_dn: 1.926340 loss_bbox_aux_dn: 0.779613 loss_giou_aux_dn: 2.718492 loss: 16.534799 eta: 40 days, 15:18:52 batch_cost: 0.9423 data_cost: 0.0614 ips: 8.4899 images/s [07/20 11:54:46] ppdet.engine INFO: Epoch: [1] [47400/54024] learning_rate: 0.000100 loss_class: 0.733020 loss_bbox: 0.134944 loss_giou: 0.524752 loss_class_aux: 4.558723 loss_bbox_aux: 0.883199 loss_giou_aux: 3.316996 loss_class_dn: 0.371548 loss_bbox_dn: 0.149514 loss_giou_dn: 0.477455 loss_class_aux_dn: 1.988742 loss_bbox_aux_dn: 0.865622 loss_giou_aux_dn: 2.624931 loss: 17.290544 eta: 40 days, 15:12:35 batch_cost: 0.8506 data_cost: 0.0010 ips: 9.4049 images/s [07/20 11:56:21] ppdet.engine INFO: Epoch: [1] [47500/54024] learning_rate: 0.000100 loss_class: 0.752985 loss_bbox: 0.144872 loss_giou: 0.580518 loss_class_aux: 4.668857 loss_bbox_aux: 0.927553 loss_giou_aux: 3.645890 loss_class_dn: 0.374746 loss_bbox_dn: 0.154052 loss_giou_dn: 0.486621 loss_class_aux_dn: 1.991170 loss_bbox_aux_dn: 0.897304 loss_giou_aux_dn: 2.709720 loss: 17.127208 eta: 40 days, 15:09:38 batch_cost: 0.9040 data_cost: 0.0504 ips: 8.8493 images/s [07/20 11:57:54] ppdet.engine INFO: Epoch: [1] [47600/54024] learning_rate: 0.000100 loss_class: 0.745046 loss_bbox: 0.142258 loss_giou: 0.578564 loss_class_aux: 4.697348 loss_bbox_aux: 0.933784 loss_giou_aux: 3.645607 loss_class_dn: 0.386491 loss_bbox_dn: 0.145334 loss_giou_dn: 0.494227 loss_class_aux_dn: 2.060968 loss_bbox_aux_dn: 0.851339 loss_giou_aux_dn: 2.702536 loss: 17.910288 eta: 40 days, 15:06:06 batch_cost: 0.8949 data_cost: 0.0012 ips: 8.9397 images/s [07/20 11:59:31] ppdet.engine INFO: Epoch: [1] [47700/54024] learning_rate: 0.000100 loss_class: 0.764304 loss_bbox: 0.134157 loss_giou: 0.564311 loss_class_aux: 4.885907 loss_bbox_aux: 0.888944 loss_giou_aux: 3.517989 loss_class_dn: 0.374895 loss_bbox_dn: 0.153208 loss_giou_dn: 0.482434 loss_class_aux_dn: 1.993641 loss_bbox_aux_dn: 0.885804 loss_giou_aux_dn: 2.653583 loss: 17.279426 eta: 40 days, 15:04:00 batch_cost: 0.9177 data_cost: 0.0010 ips: 8.7173 images/s [07/20 12:01:12] ppdet.engine INFO: Epoch: [1] [47800/54024] learning_rate: 0.000100 loss_class: 0.719534 loss_bbox: 0.139971 loss_giou: 0.514294 loss_class_aux: 4.537231 loss_bbox_aux: 0.917970 loss_giou_aux: 3.241691 loss_class_dn: 0.370399 loss_bbox_dn: 0.148318 loss_giou_dn: 0.480231 loss_class_aux_dn: 1.974625 loss_bbox_aux_dn: 0.850152 loss_giou_aux_dn: 2.630990 loss: 16.875487 eta: 40 days, 15:05:15 batch_cost: 0.9716 data_cost: 0.0009 ips: 8.2341 images/s [07/20 12:02:42] ppdet.engine INFO: Epoch: [1] [47900/54024] learning_rate: 0.000100 loss_class: 0.743189 loss_bbox: 0.137862 loss_giou: 0.573997 loss_class_aux: 4.616986 loss_bbox_aux: 0.892717 loss_giou_aux: 3.666384 loss_class_dn: 0.372400 loss_bbox_dn: 0.145224 loss_giou_dn: 0.493248 loss_class_aux_dn: 2.002917 loss_bbox_aux_dn: 0.862789 loss_giou_aux_dn: 2.706367 loss: 17.086407 eta: 40 days, 14:58:45 batch_cost: 0.8469 data_cost: 0.0009 ips: 9.4459 images/s [07/20 12:04:13] ppdet.engine INFO: Epoch: [1] [48000/54024] learning_rate: 0.000100 loss_class: 0.739132 loss_bbox: 0.142942 loss_giou: 0.543523 loss_class_aux: 4.599754 loss_bbox_aux: 0.945503 loss_giou_aux: 3.430357 loss_class_dn: 0.376000 loss_bbox_dn: 0.171422 loss_giou_dn: 0.462607 loss_class_aux_dn: 2.000759 loss_bbox_aux_dn: 0.966506 loss_giou_aux_dn: 2.579720 loss: 16.994095 eta: 40 days, 14:53:33 batch_cost: 0.8674 data_cost: 0.0683 ips: 9.2234 images/s [07/20 12:05:43] ppdet.engine INFO: Epoch: [1] [48100/54024] learning_rate: 0.000100 loss_class: 0.736187 loss_bbox: 0.151314 loss_giou: 0.612945 loss_class_aux: 4.633189 loss_bbox_aux: 0.946992 loss_giou_aux: 3.823288 loss_class_dn: 0.398369 loss_bbox_dn: 0.147055 loss_giou_dn: 0.524579 loss_class_aux_dn: 2.140148 loss_bbox_aux_dn: 0.851591 loss_giou_aux_dn: 2.836365 loss: 18.094477 eta: 40 days, 14:47:52 batch_cost: 0.8596 data_cost: 0.0435 ips: 9.3066 images/s [07/20 12:07:21] ppdet.engine INFO: Epoch: [1] [48200/54024] learning_rate: 0.000100 loss_class: 0.761087 loss_bbox: 0.138438 loss_giou: 0.598801 loss_class_aux: 4.748791 loss_bbox_aux: 0.903245 loss_giou_aux: 3.773572 loss_class_dn: 0.389403 loss_bbox_dn: 0.153529 loss_giou_dn: 0.512161 loss_class_aux_dn: 2.093602 loss_bbox_aux_dn: 0.874217 loss_giou_aux_dn: 2.794244 loss: 17.811764 eta: 40 days, 14:47:04 batch_cost: 0.9386 data_cost: 0.0015 ips: 8.5231 images/s [07/20 12:08:50] ppdet.engine INFO: Epoch: [1] [48300/54024] learning_rate: 0.000100 loss_class: 0.758126 loss_bbox: 0.145571 loss_giou: 0.583211 loss_class_aux: 4.775532 loss_bbox_aux: 0.958362 loss_giou_aux: 3.680755 loss_class_dn: 0.393174 loss_bbox_dn: 0.146665 loss_giou_dn: 0.498312 loss_class_aux_dn: 2.116514 loss_bbox_aux_dn: 0.854153 loss_giou_aux_dn: 2.756846 loss: 17.952137 eta: 40 days, 14:40:11 batch_cost: 0.8401 data_cost: 0.0393 ips: 9.5232 images/s [07/20 12:10:34] ppdet.engine INFO: Epoch: [1] [48400/54024] learning_rate: 0.000100 loss_class: 0.716066 loss_bbox: 0.133069 loss_giou: 0.517486 loss_class_aux: 4.420725 loss_bbox_aux: 0.861277 loss_giou_aux: 3.198586 loss_class_dn: 0.368849 loss_bbox_dn: 0.153137 loss_giou_dn: 0.463559 loss_class_aux_dn: 1.961218 loss_bbox_aux_dn: 0.884261 loss_giou_aux_dn: 2.539859 loss: 16.449696 eta: 40 days, 14:42:43 batch_cost: 0.9926 data_cost: 0.0121 ips: 8.0595 images/s [07/20 12:12:04] ppdet.engine INFO: Epoch: [1] [48500/54024] learning_rate: 0.000100 loss_class: 0.720005 loss_bbox: 0.136220 loss_giou: 0.527524 loss_class_aux: 4.424183 loss_bbox_aux: 0.857066 loss_giou_aux: 3.265105 loss_class_dn: 0.364213 loss_bbox_dn: 0.151020 loss_giou_dn: 0.479846 loss_class_aux_dn: 1.955166 loss_bbox_aux_dn: 0.862241 loss_giou_aux_dn: 2.628313 loss: 16.834273 eta: 40 days, 14:36:48 batch_cost: 0.8555 data_cost: 0.0043 ips: 9.3514 images/s [07/20 12:13:32] ppdet.engine INFO: Epoch: [1] [48600/54024] learning_rate: 0.000100 loss_class: 0.744928 loss_bbox: 0.135281 loss_giou: 0.561181 loss_class_aux: 4.676082 loss_bbox_aux: 0.881529 loss_giou_aux: 3.553273 loss_class_dn: 0.369111 loss_bbox_dn: 0.157935 loss_giou_dn: 0.493641 loss_class_aux_dn: 1.992358 loss_bbox_aux_dn: 0.928025 loss_giou_aux_dn: 2.720043 loss: 17.113969 eta: 40 days, 14:29:06 batch_cost: 0.8263 data_cost: 0.0040 ips: 9.6812 images/s [07/20 12:15:07] ppdet.engine INFO: Epoch: [1] [48700/54024] learning_rate: 0.000100 loss_class: 0.707412 loss_bbox: 0.135854 loss_giou: 0.529677 loss_class_aux: 4.307771 loss_bbox_aux: 0.907683 loss_giou_aux: 3.369505 loss_class_dn: 0.374498 loss_bbox_dn: 0.146539 loss_giou_dn: 0.469878 loss_class_aux_dn: 1.992823 loss_bbox_aux_dn: 0.859927 loss_giou_aux_dn: 2.547746 loss: 16.754965 eta: 40 days, 14:26:17 batch_cost: 0.9057 data_cost: 0.0254 ips: 8.8329 images/s [07/20 12:16:41] ppdet.engine INFO: Epoch: [1] [48800/54024] learning_rate: 0.000100 loss_class: 0.717291 loss_bbox: 0.130446 loss_giou: 0.550823 loss_class_aux: 4.386534 loss_bbox_aux: 0.846535 loss_giou_aux: 3.598576 loss_class_dn: 0.369727 loss_bbox_dn: 0.142128 loss_giou_dn: 0.480219 loss_class_aux_dn: 1.971961 loss_bbox_aux_dn: 0.838022 loss_giou_aux_dn: 2.681216 loss: 16.950778 eta: 40 days, 14:23:10 batch_cost: 0.9005 data_cost: 0.0010 ips: 8.8837 images/s [07/20 12:18:21] ppdet.engine INFO: Epoch: [1] [48900/54024] learning_rate: 0.000100 loss_class: 0.772547 loss_bbox: 0.132671 loss_giou: 0.567025 loss_class_aux: 4.755213 loss_bbox_aux: 0.866431 loss_giou_aux: 3.550255 loss_class_dn: 0.387622 loss_bbox_dn: 0.153112 loss_giou_dn: 0.474532 loss_class_aux_dn: 2.080517 loss_bbox_aux_dn: 0.874090 loss_giou_aux_dn: 2.626437 loss: 17.875701 eta: 40 days, 14:23:27 batch_cost: 0.9561 data_cost: 0.0638 ips: 8.3676 images/s [07/20 12:20:03] ppdet.engine INFO: Epoch: [1] [49000/54024] learning_rate: 0.000100 loss_class: 0.744565 loss_bbox: 0.140221 loss_giou: 0.576918 loss_class_aux: 4.649577 loss_bbox_aux: 0.902591 loss_giou_aux: 3.555885 loss_class_dn: 0.376934 loss_bbox_dn: 0.150301 loss_giou_dn: 0.504699 loss_class_aux_dn: 2.021201 loss_bbox_aux_dn: 0.859234 loss_giou_aux_dn: 2.763601 loss: 17.402185 eta: 40 days, 14:24:49 batch_cost: 0.9738 data_cost: 0.0694 ips: 8.2153 images/s [07/20 12:21:35] ppdet.engine INFO: Epoch: [1] [49100/54024] learning_rate: 0.000100 loss_class: 0.745443 loss_bbox: 0.135697 loss_giou: 0.563636 loss_class_aux: 4.682002 loss_bbox_aux: 0.893459 loss_giou_aux: 3.514529 loss_class_dn: 0.376464 loss_bbox_dn: 0.152402 loss_giou_dn: 0.488469 loss_class_aux_dn: 2.023794 loss_bbox_aux_dn: 0.868079 loss_giou_aux_dn: 2.648060 loss: 16.932153 eta: 40 days, 14:20:04 batch_cost: 0.8741 data_cost: 0.0480 ips: 9.1526 images/s [07/20 12:23:08] ppdet.engine INFO: Epoch: [1] [49200/54024] learning_rate: 0.000100 loss_class: 0.718710 loss_bbox: 0.136876 loss_giou: 0.549978 loss_class_aux: 4.422844 loss_bbox_aux: 0.889441 loss_giou_aux: 3.460989 loss_class_dn: 0.362283 loss_bbox_dn: 0.138520 loss_giou_dn: 0.472136 loss_class_aux_dn: 1.945281 loss_bbox_aux_dn: 0.809357 loss_giou_aux_dn: 2.563992 loss: 16.243945 eta: 40 days, 14:15:55 batch_cost: 0.8837 data_cost: 0.0192 ips: 9.0524 images/s [07/20 12:24:32] ppdet.engine INFO: Epoch: [1] [49300/54024] learning_rate: 0.000100 loss_class: 0.725049 loss_bbox: 0.129163 loss_giou: 0.521596 loss_class_aux: 4.500447 loss_bbox_aux: 0.844982 loss_giou_aux: 3.295985 loss_class_dn: 0.363300 loss_bbox_dn: 0.144660 loss_giou_dn: 0.447966 loss_class_aux_dn: 1.948635 loss_bbox_aux_dn: 0.854112 loss_giou_aux_dn: 2.467859 loss: 16.755152 eta: 40 days, 14:06:50 batch_cost: 0.8029 data_cost: 0.0196 ips: 9.9635 images/s [07/20 12:26:09] ppdet.engine INFO: Epoch: [1] [49400/54024] learning_rate: 0.000100 loss_class: 0.713307 loss_bbox: 0.141196 loss_giou: 0.540399 loss_class_aux: 4.530332 loss_bbox_aux: 0.896420 loss_giou_aux: 3.365094 loss_class_dn: 0.373764 loss_bbox_dn: 0.152413 loss_giou_dn: 0.458344 loss_class_aux_dn: 1.994277 loss_bbox_aux_dn: 0.857196 loss_giou_aux_dn: 2.548970 loss: 16.785996 eta: 40 days, 14:05:28 batch_cost: 0.9289 data_cost: 0.0114 ips: 8.6121 images/s [07/20 12:27:37] ppdet.engine INFO: Epoch: [1] [49500/54024] learning_rate: 0.000100 loss_class: 0.751370 loss_bbox: 0.147980 loss_giou: 0.566643 loss_class_aux: 4.536070 loss_bbox_aux: 1.006323 loss_giou_aux: 3.598845 loss_class_dn: 0.382163 loss_bbox_dn: 0.156745 loss_giou_dn: 0.497803 loss_class_aux_dn: 2.033133 loss_bbox_aux_dn: 0.904870 loss_giou_aux_dn: 2.756193 loss: 17.663439 eta: 40 days, 13:58:05 batch_cost: 0.8304 data_cost: 0.0009 ips: 9.6343 images/s [07/20 12:29:06] ppdet.engine INFO: Epoch: [1] [49600/54024] learning_rate: 0.000100 loss_class: 0.755806 loss_bbox: 0.144608 loss_giou: 0.572261 loss_class_aux: 4.711631 loss_bbox_aux: 0.958277 loss_giou_aux: 3.626603 loss_class_dn: 0.391017 loss_bbox_dn: 0.154813 loss_giou_dn: 0.509908 loss_class_aux_dn: 2.085768 loss_bbox_aux_dn: 0.898466 loss_giou_aux_dn: 2.848320 loss: 17.946163 eta: 40 days, 13:51:39 batch_cost: 0.8459 data_cost: 0.0181 ips: 9.4575 images/s [07/20 12:30:51] ppdet.engine INFO: Epoch: [1] [49700/54024] learning_rate: 0.000100 loss_class: 0.713661 loss_bbox: 0.129294 loss_giou: 0.526423 loss_class_aux: 4.494373 loss_bbox_aux: 0.861289 loss_giou_aux: 3.307090 loss_class_dn: 0.362297 loss_bbox_dn: 0.144106 loss_giou_dn: 0.453584 loss_class_aux_dn: 1.951156 loss_bbox_aux_dn: 0.870923 loss_giou_aux_dn: 2.498797 loss: 16.447862 eta: 40 days, 13:54:44 batch_cost: 1.0018 data_cost: 0.0338 ips: 7.9855 images/s [07/20 12:32:16] ppdet.engine INFO: Epoch: [1] [49800/54024] learning_rate: 0.000100 loss_class: 0.689682 loss_bbox: 0.127221 loss_giou: 0.554987 loss_class_aux: 4.323534 loss_bbox_aux: 0.832430 loss_giou_aux: 3.483022 loss_class_dn: 0.383858 loss_bbox_dn: 0.130513 loss_giou_dn: 0.496308 loss_class_aux_dn: 2.053989 loss_bbox_aux_dn: 0.780420 loss_giou_aux_dn: 2.730071 loss: 17.140307 eta: 40 days, 13:46:17 batch_cost: 0.8126 data_cost: 0.0070 ips: 9.8445 images/s [07/20 12:33:57] ppdet.engine INFO: Epoch: [1] [49900/54024] learning_rate: 0.000100 loss_class: 0.767924 loss_bbox: 0.138159 loss_giou: 0.615432 loss_class_aux: 4.847507 loss_bbox_aux: 0.901452 loss_giou_aux: 3.866041 loss_class_dn: 0.402400 loss_bbox_dn: 0.155386 loss_giou_dn: 0.509316 loss_class_aux_dn: 2.156832 loss_bbox_aux_dn: 0.902125 loss_giou_aux_dn: 2.817285 loss: 17.933207 eta: 40 days, 13:46:51 batch_cost: 0.9607 data_cost: 0.0009 ips: 8.3274 images/s [07/20 12:35:32] ppdet.engine INFO: Epoch: [1] [50000/54024] learning_rate: 0.000100 loss_class: 0.722967 loss_bbox: 0.127624 loss_giou: 0.537207 loss_class_aux: 4.499551 loss_bbox_aux: 0.836704 loss_giou_aux: 3.410208 loss_class_dn: 0.364572 loss_bbox_dn: 0.138417 loss_giou_dn: 0.470090 loss_class_aux_dn: 1.932484 loss_bbox_aux_dn: 0.807255 loss_giou_aux_dn: 2.579886 loss: 16.541454 eta: 40 days, 13:44:14 batch_cost: 0.9083 data_cost: 0.0660 ips: 8.8079 images/s [07/20 12:37:06] ppdet.engine INFO: Epoch: [1] [50100/54024] learning_rate: 0.000100 loss_class: 0.761767 loss_bbox: 0.142632 loss_giou: 0.572934 loss_class_aux: 4.704557 loss_bbox_aux: 0.930680 loss_giou_aux: 3.609692 loss_class_dn: 0.391787 loss_bbox_dn: 0.152958 loss_giou_dn: 0.488479 loss_class_aux_dn: 2.065504 loss_bbox_aux_dn: 0.869987 loss_giou_aux_dn: 2.699906 loss: 17.463777 eta: 40 days, 13:41:02 batch_cost: 0.8986 data_cost: 0.0011 ips: 8.9027 images/s [07/20 12:38:47] ppdet.engine INFO: Epoch: [1] [50200/54024] learning_rate: 0.000100 loss_class: 0.699142 loss_bbox: 0.126226 loss_giou: 0.538463 loss_class_aux: 4.342425 loss_bbox_aux: 0.829844 loss_giou_aux: 3.342754 loss_class_dn: 0.362180 loss_bbox_dn: 0.144075 loss_giou_dn: 0.466719 loss_class_aux_dn: 1.944622 loss_bbox_aux_dn: 0.807102 loss_giou_aux_dn: 2.567173 loss: 16.596941 eta: 40 days, 13:41:24 batch_cost: 0.9576 data_cost: 0.1045 ips: 8.3546 images/s [07/20 12:40:32] ppdet.engine INFO: Epoch: [1] [50300/54024] learning_rate: 0.000100 loss_class: 0.694277 loss_bbox: 0.137190 loss_giou: 0.569363 loss_class_aux: 4.394738 loss_bbox_aux: 0.890280 loss_giou_aux: 3.609409 loss_class_dn: 0.385534 loss_bbox_dn: 0.143411 loss_giou_dn: 0.496663 loss_class_aux_dn: 2.059986 loss_bbox_aux_dn: 0.848661 loss_giou_aux_dn: 2.695759 loss: 16.919767 eta: 40 days, 13:44:50 batch_cost: 1.0082 data_cost: 0.0010 ips: 7.9346 images/s [07/20 12:42:25] ppdet.engine INFO: Epoch: [1] [50400/54024] learning_rate: 0.000100 loss_class: 0.700978 loss_bbox: 0.137948 loss_giou: 0.542634 loss_class_aux: 4.341276 loss_bbox_aux: 0.900415 loss_giou_aux: 3.418657 loss_class_dn: 0.369048 loss_bbox_dn: 0.158203 loss_giou_dn: 0.474657 loss_class_aux_dn: 1.993339 loss_bbox_aux_dn: 0.938127 loss_giou_aux_dn: 2.591869 loss: 16.891568 eta: 40 days, 13:53:03 batch_cost: 1.0876 data_cost: 0.0938 ips: 7.3555 images/s [07/20 12:43:58] ppdet.engine INFO: Epoch: [1] [50500/54024] learning_rate: 0.000100 loss_class: 0.743462 loss_bbox: 0.131538 loss_giou: 0.558507 loss_class_aux: 4.624980 loss_bbox_aux: 0.840999 loss_giou_aux: 3.482260 loss_class_dn: 0.376550 loss_bbox_dn: 0.147649 loss_giou_dn: 0.482296 loss_class_aux_dn: 2.014615 loss_bbox_aux_dn: 0.832866 loss_giou_aux_dn: 2.652675 loss: 17.168710 eta: 40 days, 13:49:07 batch_cost: 0.8866 data_cost: 0.0249 ips: 9.0229 images/s [07/20 12:45:35] ppdet.engine INFO: Epoch: [1] [50600/54024] learning_rate: 0.000100 loss_class: 0.721290 loss_bbox: 0.133054 loss_giou: 0.505619 loss_class_aux: 4.487584 loss_bbox_aux: 0.863589 loss_giou_aux: 3.179324 loss_class_dn: 0.360751 loss_bbox_dn: 0.150709 loss_giou_dn: 0.455409 loss_class_aux_dn: 1.918402 loss_bbox_aux_dn: 0.911514 loss_giou_aux_dn: 2.465798 loss: 16.299948 eta: 40 days, 13:47:47 batch_cost: 0.9295 data_cost: 0.1455 ips: 8.6069 images/s [07/20 12:47:12] ppdet.engine INFO: Epoch: [1] [50700/54024] learning_rate: 0.000100 loss_class: 0.718098 loss_bbox: 0.137760 loss_giou: 0.559596 loss_class_aux: 4.444195 loss_bbox_aux: 0.902329 loss_giou_aux: 3.513815 loss_class_dn: 0.380092 loss_bbox_dn: 0.151909 loss_giou_dn: 0.480632 loss_class_aux_dn: 2.030145 loss_bbox_aux_dn: 0.875343 loss_giou_aux_dn: 2.626804 loss: 17.463098 eta: 40 days, 13:46:02 batch_cost: 0.9228 data_cost: 0.0442 ips: 8.6689 images/s [07/20 12:48:34] ppdet.engine INFO: Epoch: [1] [50800/54024] learning_rate: 0.000100 loss_class: 0.727089 loss_bbox: 0.133844 loss_giou: 0.602608 loss_class_aux: 4.602754 loss_bbox_aux: 0.873421 loss_giou_aux: 3.768175 loss_class_dn: 0.399613 loss_bbox_dn: 0.138487 loss_giou_dn: 0.510264 loss_class_aux_dn: 2.141034 loss_bbox_aux_dn: 0.826074 loss_giou_aux_dn: 2.818381 loss: 18.421761 eta: 40 days, 13:34:58 batch_cost: 0.7679 data_cost: 0.0009 ips: 10.4176 images/s [07/20 12:50:05] ppdet.engine INFO: Epoch: [1] [50900/54024] learning_rate: 0.000100 loss_class: 0.666812 loss_bbox: 0.125521 loss_giou: 0.502942 loss_class_aux: 4.195346 loss_bbox_aux: 0.797654 loss_giou_aux: 3.131954 loss_class_dn: 0.355619 loss_bbox_dn: 0.139453 loss_giou_dn: 0.451797 loss_class_aux_dn: 1.903063 loss_bbox_aux_dn: 0.819648 loss_giou_aux_dn: 2.498191 loss: 16.207586 eta: 40 days, 13:29:32 batch_cost: 0.8613 data_cost: 0.0623 ips: 9.2878 images/s [07/20 12:51:34] ppdet.engine INFO: Epoch: [1] [51000/54024] learning_rate: 0.000100 loss_class: 0.756192 loss_bbox: 0.140005 loss_giou: 0.591577 loss_class_aux: 4.749549 loss_bbox_aux: 0.895543 loss_giou_aux: 3.712833 loss_class_dn: 0.384046 loss_bbox_dn: 0.150596 loss_giou_dn: 0.520152 loss_class_aux_dn: 2.059150 loss_bbox_aux_dn: 0.898680 loss_giou_aux_dn: 2.828696 loss: 17.489089 eta: 40 days, 13:23:24 batch_cost: 0.8494 data_cost: 0.0087 ips: 9.4187 images/s [07/20 12:52:59] ppdet.engine INFO: Epoch: [1] [51100/54024] learning_rate: 0.000100 loss_class: 0.714075 loss_bbox: 0.138705 loss_giou: 0.567118 loss_class_aux: 4.570984 loss_bbox_aux: 0.894605 loss_giou_aux: 3.531820 loss_class_dn: 0.375178 loss_bbox_dn: 0.138987 loss_giou_dn: 0.488080 loss_class_aux_dn: 2.024241 loss_bbox_aux_dn: 0.827165 loss_giou_aux_dn: 2.643391 loss: 16.823423 eta: 40 days, 13:14:47 batch_cost: 0.8080 data_cost: 0.0010 ips: 9.9014 images/s [07/20 12:54:34] ppdet.engine INFO: Epoch: [1] [51200/54024] learning_rate: 0.000100 loss_class: 0.728386 loss_bbox: 0.142628 loss_giou: 0.549724 loss_class_aux: 4.522879 loss_bbox_aux: 0.918502 loss_giou_aux: 3.422768 loss_class_dn: 0.381121 loss_bbox_dn: 0.157159 loss_giou_dn: 0.480171 loss_class_aux_dn: 2.039189 loss_bbox_aux_dn: 0.892327 loss_giou_aux_dn: 2.637829 loss: 17.237554 eta: 40 days, 13:12:01 batch_cost: 0.9054 data_cost: 0.0838 ips: 8.8361 images/s [07/20 12:56:05] ppdet.engine INFO: Epoch: [1] [51300/54024] learning_rate: 0.000100 loss_class: 0.716864 loss_bbox: 0.128533 loss_giou: 0.539397 loss_class_aux: 4.420425 loss_bbox_aux: 0.822605 loss_giou_aux: 3.368946 loss_class_dn: 0.374489 loss_bbox_dn: 0.147440 loss_giou_dn: 0.489052 loss_class_aux_dn: 1.995134 loss_bbox_aux_dn: 0.872563 loss_giou_aux_dn: 2.675511 loss: 16.939433 eta: 40 days, 13:06:52 batch_cost: 0.8657 data_cost: 0.0561 ips: 9.2408 images/s [07/20 12:57:32] ppdet.engine INFO: Epoch: [1] [51400/54024] learning_rate: 0.000100 loss_class: 0.717853 loss_bbox: 0.133351 loss_giou: 0.580469 loss_class_aux: 4.463559 loss_bbox_aux: 0.865487 loss_giou_aux: 3.618189 loss_class_dn: 0.373012 loss_bbox_dn: 0.152237 loss_giou_dn: 0.484531 loss_class_aux_dn: 2.022648 loss_bbox_aux_dn: 0.874526 loss_giou_aux_dn: 2.728205 loss: 17.274204 eta: 40 days, 12:59:18 batch_cost: 0.8250 data_cost: 0.0009 ips: 9.6970 images/s [07/20 12:58:59] ppdet.engine INFO: Epoch: [1] [51500/54024] learning_rate: 0.000100 loss_class: 0.727098 loss_bbox: 0.121422 loss_giou: 0.621062 loss_class_aux: 4.495973 loss_bbox_aux: 0.779354 loss_giou_aux: 3.890193 loss_class_dn: 0.379846 loss_bbox_dn: 0.122527 loss_giou_dn: 0.514535 loss_class_aux_dn: 2.026491 loss_bbox_aux_dn: 0.731703 loss_giou_aux_dn: 2.756106 loss: 17.263327 eta: 40 days, 12:52:08 batch_cost: 0.8314 data_cost: 0.0278 ips: 9.6222 images/s [07/20 13:00:39] ppdet.engine INFO: Epoch: [1] [51600/54024] learning_rate: 0.000100 loss_class: 0.729148 loss_bbox: 0.134954 loss_giou: 0.589845 loss_class_aux: 4.548812 loss_bbox_aux: 0.862328 loss_giou_aux: 3.693896 loss_class_dn: 0.377026 loss_bbox_dn: 0.133941 loss_giou_dn: 0.517511 loss_class_aux_dn: 2.001533 loss_bbox_aux_dn: 0.803589 loss_giou_aux_dn: 2.821772 loss: 17.402218 eta: 40 days, 12:52:15 batch_cost: 0.9533 data_cost: 0.0340 ips: 8.3915 images/s [07/20 13:02:12] ppdet.engine INFO: Epoch: [1] [51700/54024] learning_rate: 0.000100 loss_class: 0.703043 loss_bbox: 0.134269 loss_giou: 0.520037 loss_class_aux: 4.389901 loss_bbox_aux: 0.857516 loss_giou_aux: 3.273515 loss_class_dn: 0.361391 loss_bbox_dn: 0.142155 loss_giou_dn: 0.458895 loss_class_aux_dn: 1.965974 loss_bbox_aux_dn: 0.826822 loss_giou_aux_dn: 2.525460 loss: 16.215680 eta: 40 days, 12:48:23 batch_cost: 0.8865 data_cost: 0.0009 ips: 9.0241 images/s [07/20 13:03:45] ppdet.engine INFO: Epoch: [1] [51800/54024] learning_rate: 0.000100 loss_class: 0.729554 loss_bbox: 0.140048 loss_giou: 0.550727 loss_class_aux: 4.538739 loss_bbox_aux: 0.915606 loss_giou_aux: 3.456275 loss_class_dn: 0.374457 loss_bbox_dn: 0.145791 loss_giou_dn: 0.475979 loss_class_aux_dn: 1.999032 loss_bbox_aux_dn: 0.845947 loss_giou_aux_dn: 2.605190 loss: 16.717978 eta: 40 days, 12:44:36 batch_cost: 0.8879 data_cost: 0.0929 ips: 9.0096 images/s [07/20 13:05:09] ppdet.engine INFO: Epoch: [1] [51900/54024] learning_rate: 0.000100 loss_class: 0.738376 loss_bbox: 0.134067 loss_giou: 0.547141 loss_class_aux: 4.532002 loss_bbox_aux: 0.855459 loss_giou_aux: 3.489601 loss_class_dn: 0.382790 loss_bbox_dn: 0.136098 loss_giou_dn: 0.484646 loss_class_aux_dn: 2.021392 loss_bbox_aux_dn: 0.811221 loss_giou_aux_dn: 2.649713 loss: 17.362010 eta: 40 days, 12:35:41 batch_cost: 0.8015 data_cost: 0.0009 ips: 9.9813 images/s [07/20 13:06:51] ppdet.engine INFO: Epoch: [1] [52000/54024] learning_rate: 0.000100 loss_class: 0.773673 loss_bbox: 0.141164 loss_giou: 0.579270 loss_class_aux: 4.784679 loss_bbox_aux: 0.920701 loss_giou_aux: 3.589330 loss_class_dn: 0.399920 loss_bbox_dn: 0.151566 loss_giou_dn: 0.507494 loss_class_aux_dn: 2.144825 loss_bbox_aux_dn: 0.856697 loss_giou_aux_dn: 2.797795 loss: 18.216465 eta: 40 days, 12:36:59 batch_cost: 0.9733 data_cost: 0.0009 ips: 8.2196 images/s [07/20 13:08:23] ppdet.engine INFO: Epoch: [1] [52100/54024] learning_rate: 0.000100 loss_class: 0.710894 loss_bbox: 0.138144 loss_giou: 0.550365 loss_class_aux: 4.447490 loss_bbox_aux: 0.894212 loss_giou_aux: 3.488099 loss_class_dn: 0.369742 loss_bbox_dn: 0.154348 loss_giou_dn: 0.471115 loss_class_aux_dn: 1.967164 loss_bbox_aux_dn: 0.898482 loss_giou_aux_dn: 2.600579 loss: 16.872982 eta: 40 days, 12:32:42 batch_cost: 0.8793 data_cost: 0.0157 ips: 9.0985 images/s [07/20 13:09:51] ppdet.engine INFO: Epoch: [1] [52200/54024] learning_rate: 0.000100 loss_class: 0.757550 loss_bbox: 0.134393 loss_giou: 0.523704 loss_class_aux: 4.780647 loss_bbox_aux: 0.868357 loss_giou_aux: 3.379471 loss_class_dn: 0.386695 loss_bbox_dn: 0.140124 loss_giou_dn: 0.477967 loss_class_aux_dn: 2.066602 loss_bbox_aux_dn: 0.799327 loss_giou_aux_dn: 2.626023 loss: 17.197113 eta: 40 days, 12:26:03 batch_cost: 0.8392 data_cost: 0.0484 ips: 9.5331 images/s [07/20 13:11:24] ppdet.engine INFO: Epoch: [1] [52300/54024] learning_rate: 0.000100 loss_class: 0.734588 loss_bbox: 0.133645 loss_giou: 0.544045 loss_class_aux: 4.564445 loss_bbox_aux: 0.870990 loss_giou_aux: 3.391277 loss_class_dn: 0.369918 loss_bbox_dn: 0.142856 loss_giou_dn: 0.459154 loss_class_aux_dn: 1.969805 loss_bbox_aux_dn: 0.839404 loss_giou_aux_dn: 2.535223 loss: 17.108688 eta: 40 days, 12:21:58 batch_cost: 0.8825 data_cost: 0.0535 ips: 9.0651 images/s [07/20 13:12:54] ppdet.engine INFO: Epoch: [1] [52400/54024] learning_rate: 0.000100 loss_class: 0.742065 loss_bbox: 0.146665 loss_giou: 0.575220 loss_class_aux: 4.677784 loss_bbox_aux: 0.919205 loss_giou_aux: 3.556495 loss_class_dn: 0.381633 loss_bbox_dn: 0.149476 loss_giou_dn: 0.491032 loss_class_aux_dn: 2.044951 loss_bbox_aux_dn: 0.858296 loss_giou_aux_dn: 2.733076 loss: 17.647349 eta: 40 days, 12:16:13 batch_cost: 0.8542 data_cost: 0.0358 ips: 9.3658 images/s [07/20 13:14:26] ppdet.engine INFO: Epoch: [1] [52500/54024] learning_rate: 0.000100 loss_class: 0.715619 loss_bbox: 0.137487 loss_giou: 0.501597 loss_class_aux: 4.460851 loss_bbox_aux: 0.885636 loss_giou_aux: 3.228615 loss_class_dn: 0.362314 loss_bbox_dn: 0.147786 loss_giou_dn: 0.461807 loss_class_aux_dn: 1.945566 loss_bbox_aux_dn: 0.859014 loss_giou_aux_dn: 2.535199 loss: 16.485081 eta: 40 days, 12:11:48 batch_cost: 0.8767 data_cost: 0.0452 ips: 9.1249 images/s [07/20 13:15:57] ppdet.engine INFO: Epoch: [1] [52600/54024] learning_rate: 0.000100 loss_class: 0.728699 loss_bbox: 0.129783 loss_giou: 0.531765 loss_class_aux: 4.478256 loss_bbox_aux: 0.853700 loss_giou_aux: 3.335102 loss_class_dn: 0.370228 loss_bbox_dn: 0.141917 loss_giou_dn: 0.480048 loss_class_aux_dn: 1.996486 loss_bbox_aux_dn: 0.842982 loss_giou_aux_dn: 2.576086 loss: 17.284710 eta: 40 days, 12:07:12 batch_cost: 0.8732 data_cost: 0.0010 ips: 9.1618 images/s [07/20 13:17:27] ppdet.engine INFO: Epoch: [1] [52700/54024] learning_rate: 0.000100 loss_class: 0.752491 loss_bbox: 0.137241 loss_giou: 0.485656 loss_class_aux: 4.646386 loss_bbox_aux: 0.879775 loss_giou_aux: 3.103330 loss_class_dn: 0.371719 loss_bbox_dn: 0.156155 loss_giou_dn: 0.454093 loss_class_aux_dn: 2.001418 loss_bbox_aux_dn: 0.914222 loss_giou_aux_dn: 2.487141 loss: 16.874516 eta: 40 days, 12:01:11 batch_cost: 0.8494 data_cost: 0.0293 ips: 9.4188 images/s [07/20 13:18:55] ppdet.engine INFO: Epoch: [1] [52800/54024] learning_rate: 0.000100 loss_class: 0.721223 loss_bbox: 0.131777 loss_giou: 0.575729 loss_class_aux: 4.524054 loss_bbox_aux: 0.854140 loss_giou_aux: 3.596458 loss_class_dn: 0.372770 loss_bbox_dn: 0.146878 loss_giou_dn: 0.475033 loss_class_aux_dn: 2.010258 loss_bbox_aux_dn: 0.850146 loss_giou_aux_dn: 2.586938 loss: 16.869107 eta: 40 days, 11:54:44 batch_cost: 0.8419 data_cost: 0.0010 ips: 9.5018 images/s [07/20 13:20:22] ppdet.engine INFO: Epoch: [1] [52900/54024] learning_rate: 0.000100 loss_class: 0.737222 loss_bbox: 0.133745 loss_giou: 0.531169 loss_class_aux: 4.577205 loss_bbox_aux: 0.886751 loss_giou_aux: 3.307964 loss_class_dn: 0.371116 loss_bbox_dn: 0.149620 loss_giou_dn: 0.473830 loss_class_aux_dn: 1.980461 loss_bbox_aux_dn: 0.902977 loss_giou_aux_dn: 2.610420 loss: 16.770365 eta: 40 days, 11:47:23 batch_cost: 0.8263 data_cost: 0.0009 ips: 9.6820 images/s [07/20 13:21:57] ppdet.engine INFO: Epoch: [1] [53000/54024] learning_rate: 0.000100 loss_class: 0.716638 loss_bbox: 0.133138 loss_giou: 0.489470 loss_class_aux: 4.441266 loss_bbox_aux: 0.870897 loss_giou_aux: 3.046757 loss_class_dn: 0.358987 loss_bbox_dn: 0.149530 loss_giou_dn: 0.423329 loss_class_aux_dn: 1.931986 loss_bbox_aux_dn: 0.856894 loss_giou_aux_dn: 2.339166 loss: 16.111915 eta: 40 days, 11:44:54 batch_cost: 0.9089 data_cost: 0.0009 ips: 8.8023 images/s [07/20 13:23:36] ppdet.engine INFO: Epoch: [1] [53100/54024] learning_rate: 0.000100 loss_class: 0.726733 loss_bbox: 0.139246 loss_giou: 0.557075 loss_class_aux: 4.507306 loss_bbox_aux: 0.902288 loss_giou_aux: 3.501705 loss_class_dn: 0.370614 loss_bbox_dn: 0.157580 loss_giou_dn: 0.481250 loss_class_aux_dn: 2.001704 loss_bbox_aux_dn: 0.894887 loss_giou_aux_dn: 2.630827 loss: 17.082830 eta: 40 days, 11:44:02 batch_cost: 0.9365 data_cost: 0.0010 ips: 8.5427 images/s [07/20 13:25:10] ppdet.engine INFO: Epoch: [1] [53200/54024] learning_rate: 0.000100 loss_class: 0.774503 loss_bbox: 0.149779 loss_giou: 0.595460 loss_class_aux: 4.855577 loss_bbox_aux: 0.960122 loss_giou_aux: 3.686999 loss_class_dn: 0.403575 loss_bbox_dn: 0.153322 loss_giou_dn: 0.512158 loss_class_aux_dn: 2.168191 loss_bbox_aux_dn: 0.860221 loss_giou_aux_dn: 2.835688 loss: 17.917226 eta: 40 days, 11:41:07 batch_cost: 0.9014 data_cost: 0.0009 ips: 8.8752 images/s [07/20 13:26:43] ppdet.engine INFO: Epoch: [1] [53300/54024] learning_rate: 0.000100 loss_class: 0.725853 loss_bbox: 0.129161 loss_giou: 0.520214 loss_class_aux: 4.517994 loss_bbox_aux: 0.844077 loss_giou_aux: 3.264674 loss_class_dn: 0.368396 loss_bbox_dn: 0.150961 loss_giou_dn: 0.462757 loss_class_aux_dn: 1.952136 loss_bbox_aux_dn: 0.865375 loss_giou_aux_dn: 2.536702 loss: 16.541054 eta: 40 days, 11:36:46 batch_cost: 0.8769 data_cost: 0.0011 ips: 9.1228 images/s [07/20 13:28:06] ppdet.engine INFO: Epoch: [1] [53400/54024] learning_rate: 0.000100 loss_class: 0.729638 loss_bbox: 0.139717 loss_giou: 0.642007 loss_class_aux: 4.622828 loss_bbox_aux: 0.911375 loss_giou_aux: 4.003128 loss_class_dn: 0.389584 loss_bbox_dn: 0.139852 loss_giou_dn: 0.551314 loss_class_aux_dn: 2.083270 loss_bbox_aux_dn: 0.817760 loss_giou_aux_dn: 2.979304 loss: 18.457802 eta: 40 days, 11:27:14 batch_cost: 0.7884 data_cost: 0.0010 ips: 10.1471 images/s [07/20 13:29:42] ppdet.engine INFO: Epoch: [1] [53500/54024] learning_rate: 0.000100 loss_class: 0.747111 loss_bbox: 0.129923 loss_giou: 0.580315 loss_class_aux: 4.638971 loss_bbox_aux: 0.849978 loss_giou_aux: 3.639810 loss_class_dn: 0.378644 loss_bbox_dn: 0.148029 loss_giou_dn: 0.497446 loss_class_aux_dn: 2.018841 loss_bbox_aux_dn: 0.851368 loss_giou_aux_dn: 2.655574 loss: 17.776613 eta: 40 days, 11:24:43 batch_cost: 0.9080 data_cost: 0.0925 ips: 8.8106 images/s [07/20 13:31:16] ppdet.engine INFO: Epoch: [1] [53600/54024] learning_rate: 0.000100 loss_class: 0.733828 loss_bbox: 0.132091 loss_giou: 0.589984 loss_class_aux: 4.637426 loss_bbox_aux: 0.830905 loss_giou_aux: 3.690192 loss_class_dn: 0.379765 loss_bbox_dn: 0.138613 loss_giou_dn: 0.510713 loss_class_aux_dn: 2.032010 loss_bbox_aux_dn: 0.802053 loss_giou_aux_dn: 2.778343 loss: 17.561624 eta: 40 days, 11:21:43 batch_cost: 0.9000 data_cost: 0.0703 ips: 8.8893 images/s [07/20 13:32:44] ppdet.engine INFO: Epoch: [1] [53700/54024] learning_rate: 0.000100 loss_class: 0.709089 loss_bbox: 0.128362 loss_giou: 0.525912 loss_class_aux: 4.506542 loss_bbox_aux: 0.854382 loss_giou_aux: 3.313819 loss_class_dn: 0.363245 loss_bbox_dn: 0.143070 loss_giou_dn: 0.457794 loss_class_aux_dn: 1.944847 loss_bbox_aux_dn: 0.818812 loss_giou_aux_dn: 2.539036 loss: 16.515535 eta: 40 days, 11:15:17 batch_cost: 0.8409 data_cost: 0.0090 ips: 9.5139 images/s [07/20 13:34:16] ppdet.engine INFO: Epoch: [1] [53800/54024] learning_rate: 0.000100 loss_class: 0.697376 loss_bbox: 0.127766 loss_giou: 0.536671 loss_class_aux: 4.351940 loss_bbox_aux: 0.817219 loss_giou_aux: 3.380223 loss_class_dn: 0.378248 loss_bbox_dn: 0.151442 loss_giou_dn: 0.453649 loss_class_aux_dn: 2.027711 loss_bbox_aux_dn: 0.846866 loss_giou_aux_dn: 2.505163 loss: 17.148095 eta: 40 days, 11:10:50 batch_cost: 0.8747 data_cost: 0.0508 ips: 9.1463 images/s [07/20 13:35:50] ppdet.engine INFO: Epoch: [1] [53900/54024] learning_rate: 0.000100 loss_class: 0.774815 loss_bbox: 0.141277 loss_giou: 0.565657 loss_class_aux: 4.747741 loss_bbox_aux: 0.897314 loss_giou_aux: 3.518155 loss_class_dn: 0.391899 loss_bbox_dn: 0.142989 loss_giou_dn: 0.486264 loss_class_aux_dn: 2.082771 loss_bbox_aux_dn: 0.838930 loss_giou_aux_dn: 2.673016 loss: 17.198424 eta: 40 days, 11:07:35 batch_cost: 0.8954 data_cost: 0.0277 ips: 8.9347 images/s [07/20 13:37:17] ppdet.engine INFO: Epoch: [1] [54000/54024] learning_rate: 0.000100 loss_class: 0.763286 loss_bbox: 0.142163 loss_giou: 0.607554 loss_class_aux: 4.709033 loss_bbox_aux: 0.893425 loss_giou_aux: 3.824731 loss_class_dn: 0.394907 loss_bbox_dn: 0.145803 loss_giou_dn: 0.502786 loss_class_aux_dn: 2.119134 loss_bbox_aux_dn: 0.863992 loss_giou_aux_dn: 2.724077 loss: 17.785197 eta: 40 days, 11:00:25 batch_cost: 0.8278 data_cost: 0.0009 ips: 9.6642 images/s [07/20 13:37:50] ppdet.engine INFO: Eval iter: 0 [07/20 13:38:09] ppdet.engine INFO: Eval iter: 100 [07/20 13:38:29] ppdet.engine INFO: Eval iter: 200 [07/20 13:38:49] ppdet.engine INFO: Eval iter: 300 [07/20 13:39:08] ppdet.engine INFO: Eval iter: 400 [07/20 13:39:27] ppdet.engine INFO: Eval iter: 500 [07/20 13:39:47] ppdet.engine INFO: Eval iter: 600 [07/20 13:40:06] ppdet.engine INFO: Eval iter: 700 [07/20 13:40:25] ppdet.engine INFO: Eval iter: 800 [07/20 13:40:44] ppdet.engine INFO: Eval iter: 900 [07/20 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[07/20 14:07:17] ppdet.engine INFO: Eval iter: 8700 [07/20 14:07:38] ppdet.engine INFO: Eval iter: 8800 [07/20 14:07:59] ppdet.engine INFO: Eval iter: 8900 [07/20 14:08:20] ppdet.engine INFO: Eval iter: 9000 [07/20 14:08:41] ppdet.engine INFO: Eval iter: 9100 [07/20 14:09:02] ppdet.engine INFO: Eval iter: 9200 [07/20 14:09:23] ppdet.engine INFO: Eval iter: 9300 [07/20 14:09:44] ppdet.engine INFO: Eval iter: 9400 [07/20 14:10:05] ppdet.engine INFO: Eval iter: 9500 [07/20 14:10:26] ppdet.engine INFO: Eval iter: 9600 [07/20 14:10:47] ppdet.engine INFO: Eval iter: 9700 [07/20 14:11:08] ppdet.engine INFO: Eval iter: 9800 [07/20 14:11:43] ppdet.engine INFO: Eval iter: 9900 [07/20 14:17:35] ppdet.metrics.metrics INFO: The bbox result is saved to bbox.json. loading annotations into memory... Done (t=6.01s) creating index... index created! [07/20 14:17:42] ppdet.metrics.coco_utils INFO: Start evaluate... Loading and preparing results... DONE (t=268.43s) creating index... index created! Running per image evaluation... Evaluate annotation type *bbox* DONE (t=2765.21s). Accumulating evaluation results... DONE (t=752.81s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.269 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.365 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.290 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.113 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.257 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.382 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.250 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.480 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.520 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.285 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.516 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.686 [07/20 15:22:38] ppdet.engine INFO: Total sample number: 80000, average FPS: 38.84610462956855 [07/20 15:22:38] ppdet.engine INFO: Best test bbox ap is 0.269. [07/20 15:22:52] ppdet.engine INFO: Epoch: [2] [ 0/54024] learning_rate: 0.000100 loss_class: 0.755272 loss_bbox: 0.139242 loss_giou: 0.579274 loss_class_aux: 4.697444 loss_bbox_aux: 0.899428 loss_giou_aux: 3.591755 loss_class_dn: 0.381089 loss_bbox_dn: 0.148041 loss_giou_dn: 0.482687 loss_class_aux_dn: 2.047513 loss_bbox_aux_dn: 0.878245 loss_giou_aux_dn: 2.663838 loss: 17.614691 eta: 40 days, 11:01:15 batch_cost: 0.8891 data_cost: 0.0673 ips: 8.9976 images/s [07/20 15:24:24] ppdet.engine INFO: Epoch: [2] [ 100/54024] learning_rate: 0.000100 loss_class: 0.708875 loss_bbox: 0.146391 loss_giou: 0.599726 loss_class_aux: 4.389830 loss_bbox_aux: 0.944036 loss_giou_aux: 3.774375 loss_class_dn: 0.366476 loss_bbox_dn: 0.152820 loss_giou_dn: 0.492530 loss_class_aux_dn: 1.953896 loss_bbox_aux_dn: 0.893581 loss_giou_aux_dn: 2.708935 loss: 16.960481 eta: 40 days, 10:56:35 batch_cost: 0.8708 data_cost: 0.0010 ips: 9.1866 images/s [07/20 15:26:12] ppdet.engine INFO: Epoch: [2] [ 200/54024] learning_rate: 0.000100 loss_class: 0.720743 loss_bbox: 0.127363 loss_giou: 0.551322 loss_class_aux: 4.518054 loss_bbox_aux: 0.856768 loss_giou_aux: 3.469947 loss_class_dn: 0.374087 loss_bbox_dn: 0.151062 loss_giou_dn: 0.488480 loss_class_aux_dn: 1.984293 loss_bbox_aux_dn: 0.876936 loss_giou_aux_dn: 2.670955 loss: 17.017457 eta: 40 days, 11:01:34 batch_cost: 1.0363 data_cost: 0.1657 ips: 7.7196 images/s [07/20 15:27:43] ppdet.engine INFO: Epoch: [2] [ 300/54024] learning_rate: 0.000100 loss_class: 0.770254 loss_bbox: 0.150433 loss_giou: 0.585353 loss_class_aux: 4.930361 loss_bbox_aux: 0.976649 loss_giou_aux: 3.635939 loss_class_dn: 0.401732 loss_bbox_dn: 0.157172 loss_giou_dn: 0.509972 loss_class_aux_dn: 2.149656 loss_bbox_aux_dn: 0.904400 loss_giou_aux_dn: 2.805700 loss: 17.829652 eta: 40 days, 10:56:15 batch_cost: 0.8595 data_cost: 0.0009 ips: 9.3080 images/s [07/20 15:29:14] ppdet.engine INFO: Epoch: [2] [ 400/54024] learning_rate: 0.000100 loss_class: 0.741552 loss_bbox: 0.147174 loss_giou: 0.570742 loss_class_aux: 4.672025 loss_bbox_aux: 0.963604 loss_giou_aux: 3.570552 loss_class_dn: 0.393259 loss_bbox_dn: 0.155354 loss_giou_dn: 0.496561 loss_class_aux_dn: 2.087834 loss_bbox_aux_dn: 0.905108 loss_giou_aux_dn: 2.728683 loss: 17.537384 eta: 40 days, 10:51:37 batch_cost: 0.8711 data_cost: 0.0010 ips: 9.1836 images/s [07/20 15:30:49] ppdet.engine INFO: Epoch: [2] [ 500/54024] learning_rate: 0.000100 loss_class: 0.750045 loss_bbox: 0.142290 loss_giou: 0.544480 loss_class_aux: 4.698743 loss_bbox_aux: 0.927232 loss_giou_aux: 3.406532 loss_class_dn: 0.393678 loss_bbox_dn: 0.140470 loss_giou_dn: 0.466225 loss_class_aux_dn: 2.127178 loss_bbox_aux_dn: 0.841681 loss_giou_aux_dn: 2.631134 loss: 17.652745 eta: 40 days, 10:49:20 batch_cost: 0.9116 data_cost: 0.0119 ips: 8.7758 images/s [07/20 15:32:18] ppdet.engine INFO: Epoch: [2] [ 600/54024] learning_rate: 0.000100 loss_class: 0.731971 loss_bbox: 0.139098 loss_giou: 0.578887 loss_class_aux: 4.596573 loss_bbox_aux: 0.904631 loss_giou_aux: 3.635453 loss_class_dn: 0.368776 loss_bbox_dn: 0.157653 loss_giou_dn: 0.491842 loss_class_aux_dn: 1.974261 loss_bbox_aux_dn: 0.917280 loss_giou_aux_dn: 2.661657 loss: 16.891404 eta: 40 days, 10:43:11 batch_cost: 0.8450 data_cost: 0.0010 ips: 9.4678 images/s [07/20 15:33:47] ppdet.engine INFO: Epoch: [2] [ 700/54024] learning_rate: 0.000100 loss_class: 0.720170 loss_bbox: 0.125132 loss_giou: 0.516815 loss_class_aux: 4.496529 loss_bbox_aux: 0.864835 loss_giou_aux: 3.291669 loss_class_dn: 0.358587 loss_bbox_dn: 0.142235 loss_giou_dn: 0.466988 loss_class_aux_dn: 1.939764 loss_bbox_aux_dn: 0.818991 loss_giou_aux_dn: 2.562307 loss: 16.146095 eta: 40 days, 10:36:39 batch_cost: 0.8378 data_cost: 0.0010 ips: 9.5484 images/s [07/20 15:35:19] ppdet.engine INFO: Epoch: [2] [ 800/54024] learning_rate: 0.000100 loss_class: 0.698739 loss_bbox: 0.136808 loss_giou: 0.641897 loss_class_aux: 4.409767 loss_bbox_aux: 0.887176 loss_giou_aux: 4.042249 loss_class_dn: 0.383144 loss_bbox_dn: 0.137517 loss_giou_dn: 0.515035 loss_class_aux_dn: 2.050356 loss_bbox_aux_dn: 0.792243 loss_giou_aux_dn: 2.812548 loss: 17.583100 eta: 40 days, 10:32:21 batch_cost: 0.8767 data_cost: 0.0122 ips: 9.1251 images/s [07/20 15:37:01] ppdet.engine INFO: Epoch: [2] [ 900/54024] learning_rate: 0.000100 loss_class: 0.740424 loss_bbox: 0.134588 loss_giou: 0.653482 loss_class_aux: 4.671494 loss_bbox_aux: 0.854922 loss_giou_aux: 4.123313 loss_class_dn: 0.391486 loss_bbox_dn: 0.137178 loss_giou_dn: 0.543512 loss_class_aux_dn: 2.079738 loss_bbox_aux_dn: 0.796437 loss_giou_aux_dn: 2.978118 loss: 18.157504 eta: 40 days, 10:33:51 batch_cost: 0.9765 data_cost: 0.0155 ips: 8.1922 images/s [07/20 15:38:31] ppdet.engine INFO: Epoch: [2] [ 1000/54024] learning_rate: 0.000100 loss_class: 0.739241 loss_bbox: 0.136312 loss_giou: 0.504481 loss_class_aux: 4.573743 loss_bbox_aux: 0.874941 loss_giou_aux: 3.207865 loss_class_dn: 0.370098 loss_bbox_dn: 0.152386 loss_giou_dn: 0.463563 loss_class_aux_dn: 1.951991 loss_bbox_aux_dn: 0.895141 loss_giou_aux_dn: 2.559749 loss: 16.979489 eta: 40 days, 10:27:51 batch_cost: 0.8471 data_cost: 0.0009 ips: 9.4445 images/s [07/20 15:40:09] ppdet.engine INFO: Epoch: [2] [ 1100/54024] learning_rate: 0.000100 loss_class: 0.736153 loss_bbox: 0.136369 loss_giou: 0.586691 loss_class_aux: 4.559837 loss_bbox_aux: 0.876195 loss_giou_aux: 3.680300 loss_class_dn: 0.381373 loss_bbox_dn: 0.144049 loss_giou_dn: 0.483882 loss_class_aux_dn: 2.058065 loss_bbox_aux_dn: 0.834343 loss_giou_aux_dn: 2.635192 loss: 17.309093 eta: 40 days, 10:27:00 batch_cost: 0.9360 data_cost: 0.0009 ips: 8.5469 images/s [07/20 15:41:56] ppdet.engine INFO: Epoch: [2] [ 1200/54024] learning_rate: 0.000100 loss_class: 0.702990 loss_bbox: 0.129688 loss_giou: 0.563202 loss_class_aux: 4.398860 loss_bbox_aux: 0.849848 loss_giou_aux: 3.515831 loss_class_dn: 0.368736 loss_bbox_dn: 0.140390 loss_giou_dn: 0.464997 loss_class_aux_dn: 1.984350 loss_bbox_aux_dn: 0.820176 loss_giou_aux_dn: 2.562051 loss: 16.656511 eta: 40 days, 10:31:36 batch_cost: 1.0304 data_cost: 0.0021 ips: 7.7637 images/s [07/20 15:43:33] ppdet.engine INFO: Epoch: [2] [ 1300/54024] learning_rate: 0.000100 loss_class: 0.699731 loss_bbox: 0.142763 loss_giou: 0.542703 loss_class_aux: 4.391424 loss_bbox_aux: 0.930243 loss_giou_aux: 3.390365 loss_class_dn: 0.369664 loss_bbox_dn: 0.151874 loss_giou_dn: 0.451922 loss_class_aux_dn: 1.963530 loss_bbox_aux_dn: 0.897506 loss_giou_aux_dn: 2.496695 loss: 16.876129 eta: 40 days, 10:30:01 batch_cost: 0.9235 data_cost: 0.0009 ips: 8.6630 images/s [07/20 15:45:02] ppdet.engine INFO: Epoch: [2] [ 1400/54024] learning_rate: 0.000100 loss_class: 0.697614 loss_bbox: 0.127194 loss_giou: 0.568714 loss_class_aux: 4.331276 loss_bbox_aux: 0.849737 loss_giou_aux: 3.512839 loss_class_dn: 0.364266 loss_bbox_dn: 0.141369 loss_giou_dn: 0.464878 loss_class_aux_dn: 1.924770 loss_bbox_aux_dn: 0.846138 loss_giou_aux_dn: 2.578662 loss: 16.631929 eta: 40 days, 10:23:53 batch_cost: 0.8445 data_cost: 0.0009 ips: 9.4731 images/s [07/20 15:46:39] ppdet.engine INFO: Epoch: [2] [ 1500/54024] learning_rate: 0.000100 loss_class: 0.740443 loss_bbox: 0.130959 loss_giou: 0.538966 loss_class_aux: 4.712975 loss_bbox_aux: 0.840780 loss_giou_aux: 3.359977 loss_class_dn: 0.380914 loss_bbox_dn: 0.141372 loss_giou_dn: 0.471033 loss_class_aux_dn: 2.046383 loss_bbox_aux_dn: 0.832012 loss_giou_aux_dn: 2.607400 loss: 17.090347 eta: 40 days, 10:22:44 batch_cost: 0.9308 data_cost: 0.0009 ips: 8.5951 images/s [07/20 15:48:25] ppdet.engine INFO: Epoch: [2] [ 1600/54024] learning_rate: 0.000100 loss_class: 0.744114 loss_bbox: 0.128085 loss_giou: 0.550624 loss_class_aux: 4.531403 loss_bbox_aux: 0.848792 loss_giou_aux: 3.486405 loss_class_dn: 0.373276 loss_bbox_dn: 0.146020 loss_giou_dn: 0.477653 loss_class_aux_dn: 1.986738 loss_bbox_aux_dn: 0.860920 loss_giou_aux_dn: 2.625667 loss: 16.891837 eta: 40 days, 10:26:16 batch_cost: 1.0124 data_cost: 0.0009 ips: 7.9018 images/s [07/20 15:50:01] ppdet.engine INFO: Epoch: [2] [ 1700/54024] learning_rate: 0.000100 loss_class: 0.754564 loss_bbox: 0.142288 loss_giou: 0.553875 loss_class_aux: 4.649225 loss_bbox_aux: 0.926970 loss_giou_aux: 3.478491 loss_class_dn: 0.388836 loss_bbox_dn: 0.151383 loss_giou_dn: 0.484713 loss_class_aux_dn: 2.080919 loss_bbox_aux_dn: 0.904684 loss_giou_aux_dn: 2.684502 loss: 17.629371 eta: 40 days, 10:24:07 batch_cost: 0.9138 data_cost: 0.0010 ips: 8.7548 images/s [07/20 15:51:41] ppdet.engine INFO: Epoch: [2] [ 1800/54024] learning_rate: 0.000100 loss_class: 0.716070 loss_bbox: 0.126326 loss_giou: 0.512474 loss_class_aux: 4.438189 loss_bbox_aux: 0.818321 loss_giou_aux: 3.282510 loss_class_dn: 0.368869 loss_bbox_dn: 0.131998 loss_giou_dn: 0.440547 loss_class_aux_dn: 1.969814 loss_bbox_aux_dn: 0.796108 loss_giou_aux_dn: 2.452768 loss: 16.208086 eta: 40 days, 10:24:29 batch_cost: 0.9574 data_cost: 0.0009 ips: 8.3559 images/s [07/20 15:53:33] ppdet.engine INFO: Epoch: [2] [ 1900/54024] learning_rate: 0.000100 loss_class: 0.706402 loss_bbox: 0.128556 loss_giou: 0.541803 loss_class_aux: 4.412458 loss_bbox_aux: 0.827981 loss_giou_aux: 3.422635 loss_class_dn: 0.365945 loss_bbox_dn: 0.140794 loss_giou_dn: 0.456142 loss_class_aux_dn: 1.955362 loss_bbox_aux_dn: 0.828517 loss_giou_aux_dn: 2.531970 loss: 16.960883 eta: 40 days, 10:32:07 batch_cost: 1.0844 data_cost: 0.0219 ips: 7.3776 images/s [07/20 15:55:04] ppdet.engine INFO: Epoch: [2] [ 2000/54024] learning_rate: 0.000100 loss_class: 0.742365 loss_bbox: 0.142920 loss_giou: 0.548158 loss_class_aux: 4.587969 loss_bbox_aux: 0.930041 loss_giou_aux: 3.413045 loss_class_dn: 0.379949 loss_bbox_dn: 0.155593 loss_giou_dn: 0.483959 loss_class_aux_dn: 2.076854 loss_bbox_aux_dn: 0.907980 loss_giou_aux_dn: 2.665953 loss: 17.137681 eta: 40 days, 10:27:13 batch_cost: 0.8658 data_cost: 0.0010 ips: 9.2404 images/s [07/20 15:56:53] ppdet.engine INFO: Epoch: [2] [ 2100/54024] learning_rate: 0.000100 loss_class: 0.772073 loss_bbox: 0.139319 loss_giou: 0.593020 loss_class_aux: 4.705375 loss_bbox_aux: 0.903924 loss_giou_aux: 3.707090 loss_class_dn: 0.393340 loss_bbox_dn: 0.148841 loss_giou_dn: 0.489766 loss_class_aux_dn: 2.105366 loss_bbox_aux_dn: 0.860978 loss_giou_aux_dn: 2.644884 loss: 17.975636 eta: 40 days, 10:32:36 batch_cost: 1.0453 data_cost: 0.0433 ips: 7.6535 images/s [07/20 15:58:32] ppdet.engine INFO: Epoch: [2] [ 2200/54024] learning_rate: 0.000100 loss_class: 0.719331 loss_bbox: 0.133324 loss_giou: 0.541790 loss_class_aux: 4.502605 loss_bbox_aux: 0.852435 loss_giou_aux: 3.486521 loss_class_dn: 0.355743 loss_bbox_dn: 0.142993 loss_giou_dn: 0.463166 loss_class_aux_dn: 1.927979 loss_bbox_aux_dn: 0.855127 loss_giou_aux_dn: 2.502183 loss: 16.716248 eta: 40 days, 10:32:11 batch_cost: 0.9440 data_cost: 0.0235 ips: 8.4744 images/s [07/20 16:00:14] ppdet.engine INFO: Epoch: [2] [ 2300/54024] learning_rate: 0.000100 loss_class: 0.734530 loss_bbox: 0.144217 loss_giou: 0.583909 loss_class_aux: 4.633739 loss_bbox_aux: 0.943508 loss_giou_aux: 3.677606 loss_class_dn: 0.384829 loss_bbox_dn: 0.150663 loss_giou_dn: 0.487531 loss_class_aux_dn: 2.062608 loss_bbox_aux_dn: 0.896281 loss_giou_aux_dn: 2.651032 loss: 17.472620 eta: 40 days, 10:34:04 batch_cost: 0.9845 data_cost: 0.0009 ips: 8.1260 images/s [07/20 16:01:50] ppdet.engine INFO: Epoch: [2] [ 2400/54024] learning_rate: 0.000100 loss_class: 0.724745 loss_bbox: 0.139467 loss_giou: 0.538064 loss_class_aux: 4.515328 loss_bbox_aux: 0.898568 loss_giou_aux: 3.402960 loss_class_dn: 0.372623 loss_bbox_dn: 0.143180 loss_giou_dn: 0.486518 loss_class_aux_dn: 1.991771 loss_bbox_aux_dn: 0.842407 loss_giou_aux_dn: 2.646247 loss: 16.809987 eta: 40 days, 10:31:41 batch_cost: 0.9098 data_cost: 0.0009 ips: 8.7935 images/s [07/20 16:03:17] ppdet.engine INFO: Epoch: [2] [ 2500/54024] learning_rate: 0.000100 loss_class: 0.718697 loss_bbox: 0.137788 loss_giou: 0.552544 loss_class_aux: 4.508507 loss_bbox_aux: 0.881315 loss_giou_aux: 3.582526 loss_class_dn: 0.378011 loss_bbox_dn: 0.147479 loss_giou_dn: 0.492447 loss_class_aux_dn: 2.030243 loss_bbox_aux_dn: 0.857301 loss_giou_aux_dn: 2.653477 loss: 17.413422 eta: 40 days, 10:24:15 batch_cost: 0.8210 data_cost: 0.0166 ips: 9.7440 images/s [07/20 16:04:48] ppdet.engine INFO: Epoch: [2] [ 2600/54024] learning_rate: 0.000100 loss_class: 0.737668 loss_bbox: 0.140218 loss_giou: 0.556435 loss_class_aux: 4.607863 loss_bbox_aux: 0.909801 loss_giou_aux: 3.494037 loss_class_dn: 0.392032 loss_bbox_dn: 0.154390 loss_giou_dn: 0.474041 loss_class_aux_dn: 2.081793 loss_bbox_aux_dn: 0.905060 loss_giou_aux_dn: 2.633394 loss: 17.094149 eta: 40 days, 10:19:40 batch_cost: 0.8710 data_cost: 0.0010 ips: 9.1852 images/s [07/20 16:06:15] ppdet.engine INFO: Epoch: [2] [ 2700/54024] learning_rate: 0.000100 loss_class: 0.742393 loss_bbox: 0.146164 loss_giou: 0.603472 loss_class_aux: 4.559393 loss_bbox_aux: 0.928957 loss_giou_aux: 3.858478 loss_class_dn: 0.407244 loss_bbox_dn: 0.154734 loss_giou_dn: 0.513333 loss_class_aux_dn: 2.136681 loss_bbox_aux_dn: 0.889013 loss_giou_aux_dn: 2.839589 loss: 18.624756 eta: 40 days, 10:12:32 batch_cost: 0.8260 data_cost: 0.0009 ips: 9.6848 images/s [07/20 16:08:06] ppdet.engine INFO: Epoch: [2] [ 2800/54024] learning_rate: 0.000100 loss_class: 0.684310 loss_bbox: 0.134785 loss_giou: 0.536463 loss_class_aux: 4.292769 loss_bbox_aux: 0.891951 loss_giou_aux: 3.388047 loss_class_dn: 0.361273 loss_bbox_dn: 0.154918 loss_giou_dn: 0.448203 loss_class_aux_dn: 1.935677 loss_bbox_aux_dn: 0.911208 loss_giou_aux_dn: 2.510489 loss: 16.115969 eta: 40 days, 10:18:49 batch_cost: 1.0621 data_cost: 0.1338 ips: 7.5325 images/s [07/20 16:09:39] ppdet.engine INFO: Epoch: [2] [ 2900/54024] learning_rate: 0.000100 loss_class: 0.726557 loss_bbox: 0.131716 loss_giou: 0.555381 loss_class_aux: 4.574667 loss_bbox_aux: 0.878467 loss_giou_aux: 3.464117 loss_class_dn: 0.388949 loss_bbox_dn: 0.140122 loss_giou_dn: 0.472047 loss_class_aux_dn: 2.059979 loss_bbox_aux_dn: 0.820516 loss_giou_aux_dn: 2.631107 loss: 17.305125 eta: 40 days, 10:15:29 batch_cost: 0.8926 data_cost: 0.0010 ips: 8.9630 images/s [07/20 16:11:15] ppdet.engine INFO: Epoch: [2] [ 3000/54024] learning_rate: 0.000100 loss_class: 0.733880 loss_bbox: 0.138876 loss_giou: 0.519518 loss_class_aux: 4.523608 loss_bbox_aux: 0.898619 loss_giou_aux: 3.299533 loss_class_dn: 0.379220 loss_bbox_dn: 0.147190 loss_giou_dn: 0.455302 loss_class_aux_dn: 1.990126 loss_bbox_aux_dn: 0.859546 loss_giou_aux_dn: 2.532339 loss: 16.868435 eta: 40 days, 10:13:17 batch_cost: 0.9128 data_cost: 0.0020 ips: 8.7644 images/s [07/20 16:12:49] ppdet.engine INFO: Epoch: [2] [ 3100/54024] learning_rate: 0.000100 loss_class: 0.709710 loss_bbox: 0.140603 loss_giou: 0.595772 loss_class_aux: 4.415502 loss_bbox_aux: 0.904639 loss_giou_aux: 3.737438 loss_class_dn: 0.384231 loss_bbox_dn: 0.147512 loss_giou_dn: 0.507959 loss_class_aux_dn: 2.046858 loss_bbox_aux_dn: 0.848294 loss_giou_aux_dn: 2.797407 loss: 17.440848 eta: 40 days, 10:10:01 batch_cost: 0.8940 data_cost: 0.0009 ips: 8.9487 images/s [07/20 16:14:30] ppdet.engine INFO: Epoch: [2] [ 3200/54024] learning_rate: 0.000100 loss_class: 0.734562 loss_bbox: 0.132357 loss_giou: 0.614246 loss_class_aux: 4.587821 loss_bbox_aux: 0.855808 loss_giou_aux: 3.808275 loss_class_dn: 0.391771 loss_bbox_dn: 0.140675 loss_giou_dn: 0.527365 loss_class_aux_dn: 2.088770 loss_bbox_aux_dn: 0.821867 loss_giou_aux_dn: 2.829807 loss: 17.452527 eta: 40 days, 10:11:15 batch_cost: 0.9732 data_cost: 0.0227 ips: 8.2202 images/s [07/20 16:16:11] ppdet.engine INFO: Epoch: [2] [ 3300/54024] learning_rate: 0.000100 loss_class: 0.720047 loss_bbox: 0.135740 loss_giou: 0.553222 loss_class_aux: 4.489111 loss_bbox_aux: 0.894260 loss_giou_aux: 3.468106 loss_class_dn: 0.373044 loss_bbox_dn: 0.156258 loss_giou_dn: 0.479405 loss_class_aux_dn: 2.004487 loss_bbox_aux_dn: 0.893568 loss_giou_aux_dn: 2.649349 loss: 16.755916 eta: 40 days, 10:12:10 batch_cost: 0.9679 data_cost: 0.0010 ips: 8.2653 images/s [07/20 16:17:47] ppdet.engine INFO: Epoch: [2] [ 3400/54024] learning_rate: 0.000100 loss_class: 0.698553 loss_bbox: 0.128236 loss_giou: 0.574982 loss_class_aux: 4.322927 loss_bbox_aux: 0.866089 loss_giou_aux: 3.598341 loss_class_dn: 0.364041 loss_bbox_dn: 0.138160 loss_giou_dn: 0.473944 loss_class_aux_dn: 1.919886 loss_bbox_aux_dn: 0.795198 loss_giou_aux_dn: 2.598562 loss: 16.640134 eta: 40 days, 10:10:04 batch_cost: 0.9143 data_cost: 0.0010 ips: 8.7495 images/s [07/20 16:19:17] ppdet.engine INFO: Epoch: [2] [ 3500/54024] learning_rate: 0.000100 loss_class: 0.743018 loss_bbox: 0.132619 loss_giou: 0.568114 loss_class_aux: 4.640049 loss_bbox_aux: 0.857863 loss_giou_aux: 3.650028 loss_class_dn: 0.395543 loss_bbox_dn: 0.145820 loss_giou_dn: 0.502329 loss_class_aux_dn: 2.135958 loss_bbox_aux_dn: 0.868143 loss_giou_aux_dn: 2.775011 loss: 17.707886 eta: 40 days, 10:04:56 batch_cost: 0.8607 data_cost: 0.0009 ips: 9.2943 images/s [07/20 16:20:47] ppdet.engine INFO: Epoch: [2] [ 3600/54024] learning_rate: 0.000100 loss_class: 0.738852 loss_bbox: 0.134701 loss_giou: 0.539364 loss_class_aux: 4.635414 loss_bbox_aux: 0.864749 loss_giou_aux: 3.393714 loss_class_dn: 0.375068 loss_bbox_dn: 0.147977 loss_giou_dn: 0.481283 loss_class_aux_dn: 2.001592 loss_bbox_aux_dn: 0.876461 loss_giou_aux_dn: 2.638712 loss: 16.778324 eta: 40 days, 9:58:59 batch_cost: 0.8464 data_cost: 0.0009 ips: 9.4522 images/s [07/20 16:22:18] ppdet.engine INFO: Epoch: [2] [ 3700/54024] learning_rate: 0.000100 loss_class: 0.675804 loss_bbox: 0.127269 loss_giou: 0.556865 loss_class_aux: 4.248081 loss_bbox_aux: 0.835575 loss_giou_aux: 3.578407 loss_class_dn: 0.367383 loss_bbox_dn: 0.139028 loss_giou_dn: 0.473704 loss_class_aux_dn: 1.928998 loss_bbox_aux_dn: 0.837213 loss_giou_aux_dn: 2.570651 loss: 16.351639 eta: 40 days, 9:54:30 batch_cost: 0.8718 data_cost: 0.0162 ips: 9.1762 images/s [07/20 16:23:52] ppdet.engine INFO: Epoch: [2] [ 3800/54024] learning_rate: 0.000100 loss_class: 0.752564 loss_bbox: 0.137962 loss_giou: 0.605384 loss_class_aux: 4.735354 loss_bbox_aux: 0.912154 loss_giou_aux: 3.781801 loss_class_dn: 0.391005 loss_bbox_dn: 0.146837 loss_giou_dn: 0.508890 loss_class_aux_dn: 2.110213 loss_bbox_aux_dn: 0.875574 loss_giou_aux_dn: 2.811235 loss: 18.225438 eta: 40 days, 9:51:31 batch_cost: 0.8987 data_cost: 0.0009 ips: 8.9020 images/s [07/20 16:25:24] ppdet.engine INFO: Epoch: [2] [ 3900/54024] learning_rate: 0.000100 loss_class: 0.710202 loss_bbox: 0.140319 loss_giou: 0.536405 loss_class_aux: 4.506417 loss_bbox_aux: 0.889807 loss_giou_aux: 3.408550 loss_class_dn: 0.379494 loss_bbox_dn: 0.156230 loss_giou_dn: 0.485774 loss_class_aux_dn: 2.005908 loss_bbox_aux_dn: 0.901401 loss_giou_aux_dn: 2.702776 loss: 17.310255 eta: 40 days, 9:47:02 batch_cost: 0.8719 data_cost: 0.0009 ips: 9.1758 images/s [07/20 16:26:56] ppdet.engine INFO: Epoch: [2] [ 4000/54024] learning_rate: 0.000100 loss_class: 0.755266 loss_bbox: 0.138408 loss_giou: 0.601181 loss_class_aux: 4.706486 loss_bbox_aux: 0.878140 loss_giou_aux: 3.729879 loss_class_dn: 0.387751 loss_bbox_dn: 0.141745 loss_giou_dn: 0.492068 loss_class_aux_dn: 2.071352 loss_bbox_aux_dn: 0.815108 loss_giou_aux_dn: 2.705416 loss: 17.729180 eta: 40 days, 9:42:39 batch_cost: 0.8735 data_cost: 0.0048 ips: 9.1584 images/s [07/20 16:28:38] ppdet.engine INFO: Epoch: [2] [ 4100/54024] learning_rate: 0.000100 loss_class: 0.695267 loss_bbox: 0.129679 loss_giou: 0.525059 loss_class_aux: 4.378858 loss_bbox_aux: 0.860448 loss_giou_aux: 3.259793 loss_class_dn: 0.365988 loss_bbox_dn: 0.146111 loss_giou_dn: 0.450592 loss_class_aux_dn: 1.960369 loss_bbox_aux_dn: 0.845429 loss_giou_aux_dn: 2.499268 loss: 16.690928 eta: 40 days, 9:44:24 batch_cost: 0.9828 data_cost: 0.0009 ips: 8.1401 images/s [07/20 16:30:11] ppdet.engine INFO: Epoch: [2] [ 4200/54024] learning_rate: 0.000100 loss_class: 0.720957 loss_bbox: 0.137978 loss_giou: 0.534099 loss_class_aux: 4.474489 loss_bbox_aux: 0.910612 loss_giou_aux: 3.307331 loss_class_dn: 0.365848 loss_bbox_dn: 0.145755 loss_giou_dn: 0.446534 loss_class_aux_dn: 1.960416 loss_bbox_aux_dn: 0.898243 loss_giou_aux_dn: 2.485169 loss: 16.565742 eta: 40 days, 9:41:00 batch_cost: 0.8909 data_cost: 0.0499 ips: 8.9799 images/s [07/20 16:31:42] ppdet.engine INFO: Epoch: [2] [ 4300/54024] learning_rate: 0.000100 loss_class: 0.747374 loss_bbox: 0.140945 loss_giou: 0.573098 loss_class_aux: 4.707371 loss_bbox_aux: 0.888872 loss_giou_aux: 3.604930 loss_class_dn: 0.387743 loss_bbox_dn: 0.152664 loss_giou_dn: 0.485100 loss_class_aux_dn: 2.058515 loss_bbox_aux_dn: 0.883114 loss_giou_aux_dn: 2.651703 loss: 17.816272 eta: 40 days, 9:36:12 batch_cost: 0.8661 data_cost: 0.0009 ips: 9.2367 images/s [07/20 16:33:17] ppdet.engine INFO: Epoch: [2] [ 4400/54024] learning_rate: 0.000100 loss_class: 0.731267 loss_bbox: 0.123726 loss_giou: 0.597295 loss_class_aux: 4.512027 loss_bbox_aux: 0.811447 loss_giou_aux: 3.722527 loss_class_dn: 0.384871 loss_bbox_dn: 0.130238 loss_giou_dn: 0.513775 loss_class_aux_dn: 2.042612 loss_bbox_aux_dn: 0.759606 loss_giou_aux_dn: 2.826726 loss: 17.312602 eta: 40 days, 9:33:48 batch_cost: 0.9086 data_cost: 0.0011 ips: 8.8048 images/s [07/20 16:34:45] ppdet.engine INFO: Epoch: [2] [ 4500/54024] learning_rate: 0.000100 loss_class: 0.719319 loss_bbox: 0.137443 loss_giou: 0.552445 loss_class_aux: 4.579116 loss_bbox_aux: 0.888585 loss_giou_aux: 3.446463 loss_class_dn: 0.375249 loss_bbox_dn: 0.142052 loss_giou_dn: 0.462549 loss_class_aux_dn: 2.005275 loss_bbox_aux_dn: 0.821692 loss_giou_aux_dn: 2.548229 loss: 16.769136 eta: 40 days, 9:27:08 batch_cost: 0.8324 data_cost: 0.0009 ips: 9.6109 images/s [07/20 16:36:32] ppdet.engine INFO: Epoch: [2] [ 4600/54024] learning_rate: 0.000100 loss_class: 0.719392 loss_bbox: 0.128741 loss_giou: 0.544618 loss_class_aux: 4.478812 loss_bbox_aux: 0.842549 loss_giou_aux: 3.393059 loss_class_dn: 0.369263 loss_bbox_dn: 0.144771 loss_giou_dn: 0.477491 loss_class_aux_dn: 1.997474 loss_bbox_aux_dn: 0.824450 loss_giou_aux_dn: 2.629633 loss: 17.519164 eta: 40 days, 9:31:21 batch_cost: 1.0271 data_cost: 0.0659 ips: 7.7891 images/s [07/20 16:37:58] ppdet.engine INFO: Epoch: [2] [ 4700/54024] learning_rate: 0.000100 loss_class: 0.715576 loss_bbox: 0.126632 loss_giou: 0.582708 loss_class_aux: 4.499963 loss_bbox_aux: 0.850215 loss_giou_aux: 3.653262 loss_class_dn: 0.351413 loss_bbox_dn: 0.137323 loss_giou_dn: 0.483160 loss_class_aux_dn: 1.909225 loss_bbox_aux_dn: 0.802817 loss_giou_aux_dn: 2.558807 loss: 16.393858 eta: 40 days, 9:24:04 batch_cost: 0.8213 data_cost: 0.0010 ips: 9.7405 images/s [07/20 16:39:32] ppdet.engine INFO: Epoch: [2] [ 4800/54024] learning_rate: 0.000100 loss_class: 0.767623 loss_bbox: 0.146428 loss_giou: 0.597632 loss_class_aux: 4.765224 loss_bbox_aux: 0.958248 loss_giou_aux: 3.708936 loss_class_dn: 0.378494 loss_bbox_dn: 0.151742 loss_giou_dn: 0.510179 loss_class_aux_dn: 2.038443 loss_bbox_aux_dn: 0.871402 loss_giou_aux_dn: 2.767505 loss: 17.749545 eta: 40 days, 9:21:04 batch_cost: 0.8977 data_cost: 0.0009 ips: 8.9119 images/s [07/20 16:41:16] ppdet.engine INFO: Epoch: [2] [ 4900/54024] learning_rate: 0.000100 loss_class: 0.737734 loss_bbox: 0.138032 loss_giou: 0.548997 loss_class_aux: 4.583265 loss_bbox_aux: 0.905479 loss_giou_aux: 3.416857 loss_class_dn: 0.381400 loss_bbox_dn: 0.138780 loss_giou_dn: 0.475288 loss_class_aux_dn: 2.039703 loss_bbox_aux_dn: 0.830739 loss_giou_aux_dn: 2.606915 loss: 17.681497 eta: 40 days, 9:23:27 batch_cost: 0.9944 data_cost: 0.0009 ips: 8.0450 images/s [07/20 16:42:55] ppdet.engine INFO: Epoch: [2] [ 5000/54024] learning_rate: 0.000100 loss_class: 0.728219 loss_bbox: 0.136404 loss_giou: 0.584428 loss_class_aux: 4.588945 loss_bbox_aux: 0.885686 loss_giou_aux: 3.546092 loss_class_dn: 0.372714 loss_bbox_dn: 0.148257 loss_giou_dn: 0.468284 loss_class_aux_dn: 1.992740 loss_bbox_aux_dn: 0.854779 loss_giou_aux_dn: 2.575976 loss: 17.101702 eta: 40 days, 9:22:59 batch_cost: 0.9433 data_cost: 0.0180 ips: 8.4810 images/s [07/20 16:44:41] ppdet.engine INFO: Epoch: [2] [ 5100/54024] learning_rate: 0.000100 loss_class: 0.758090 loss_bbox: 0.136063 loss_giou: 0.566366 loss_class_aux: 4.680684 loss_bbox_aux: 0.858828 loss_giou_aux: 3.563005 loss_class_dn: 0.373282 loss_bbox_dn: 0.146252 loss_giou_dn: 0.478508 loss_class_aux_dn: 1.991597 loss_bbox_aux_dn: 0.850537 loss_giou_aux_dn: 2.625174 loss: 17.342588 eta: 40 days, 9:26:40 batch_cost: 1.0178 data_cost: 0.0010 ips: 7.8602 images/s [07/20 16:46:17] ppdet.engine INFO: Epoch: [2] [ 5200/54024] learning_rate: 0.000100 loss_class: 0.732817 loss_bbox: 0.134491 loss_giou: 0.556837 loss_class_aux: 4.539448 loss_bbox_aux: 0.878720 loss_giou_aux: 3.454094 loss_class_dn: 0.372321 loss_bbox_dn: 0.136293 loss_giou_dn: 0.459965 loss_class_aux_dn: 2.006207 loss_bbox_aux_dn: 0.844295 loss_giou_aux_dn: 2.559492 loss: 16.713809 eta: 40 days, 9:24:36 batch_cost: 0.9147 data_cost: 0.0055 ips: 8.7465 images/s [07/20 16:47:47] ppdet.engine INFO: Epoch: [2] [ 5300/54024] learning_rate: 0.000100 loss_class: 0.738286 loss_bbox: 0.140921 loss_giou: 0.577221 loss_class_aux: 4.629167 loss_bbox_aux: 0.915723 loss_giou_aux: 3.626468 loss_class_dn: 0.379320 loss_bbox_dn: 0.156584 loss_giou_dn: 0.513799 loss_class_aux_dn: 2.054480 loss_bbox_aux_dn: 0.933922 loss_giou_aux_dn: 2.788794 loss: 17.461020 eta: 40 days, 9:19:39 batch_cost: 0.8626 data_cost: 0.0256 ips: 9.2738 images/s [07/20 16:49:22] ppdet.engine INFO: Epoch: [2] [ 5400/54024] learning_rate: 0.000100 loss_class: 0.759261 loss_bbox: 0.139272 loss_giou: 0.599947 loss_class_aux: 4.681012 loss_bbox_aux: 0.899369 loss_giou_aux: 3.786708 loss_class_dn: 0.409565 loss_bbox_dn: 0.135035 loss_giou_dn: 0.530601 loss_class_aux_dn: 2.157033 loss_bbox_aux_dn: 0.806734 loss_giou_aux_dn: 2.887010 loss: 18.601961 eta: 40 days, 9:17:12 batch_cost: 0.9077 data_cost: 0.0122 ips: 8.8135 images/s [07/20 16:50:48] ppdet.engine INFO: Epoch: [2] [ 5500/54024] learning_rate: 0.000100 loss_class: 0.718298 loss_bbox: 0.134574 loss_giou: 0.570966 loss_class_aux: 4.610004 loss_bbox_aux: 0.856043 loss_giou_aux: 3.528774 loss_class_dn: 0.376881 loss_bbox_dn: 0.140438 loss_giou_dn: 0.474106 loss_class_aux_dn: 2.018852 loss_bbox_aux_dn: 0.847667 loss_giou_aux_dn: 2.606391 loss: 16.788339 eta: 40 days, 9:09:10 batch_cost: 0.8070 data_cost: 0.0010 ips: 9.9132 images/s [07/20 16:52:14] ppdet.engine INFO: Epoch: [2] [ 5600/54024] learning_rate: 0.000100 loss_class: 0.706306 loss_bbox: 0.127320 loss_giou: 0.529542 loss_class_aux: 4.346684 loss_bbox_aux: 0.821316 loss_giou_aux: 3.293724 loss_class_dn: 0.351242 loss_bbox_dn: 0.137488 loss_giou_dn: 0.430259 loss_class_aux_dn: 1.898064 loss_bbox_aux_dn: 0.781056 loss_giou_aux_dn: 2.375681 loss: 16.310137 eta: 40 days, 9:02:05 batch_cost: 0.8240 data_cost: 0.0016 ips: 9.7092 images/s [07/20 16:54:00] ppdet.engine INFO: Epoch: [2] [ 5700/54024] learning_rate: 0.000100 loss_class: 0.757549 loss_bbox: 0.137370 loss_giou: 0.585559 loss_class_aux: 4.755966 loss_bbox_aux: 0.894120 loss_giou_aux: 3.723568 loss_class_dn: 0.395883 loss_bbox_dn: 0.140521 loss_giou_dn: 0.497648 loss_class_aux_dn: 2.122486 loss_bbox_aux_dn: 0.830492 loss_giou_aux_dn: 2.740928 loss: 17.848430 eta: 40 days, 9:05:23 batch_cost: 1.0111 data_cost: 0.0286 ips: 7.9125 images/s [07/20 16:55:32] ppdet.engine INFO: Epoch: [2] [ 5800/54024] learning_rate: 0.000100 loss_class: 0.712311 loss_bbox: 0.129060 loss_giou: 0.516007 loss_class_aux: 4.460889 loss_bbox_aux: 0.850443 loss_giou_aux: 3.238927 loss_class_dn: 0.367016 loss_bbox_dn: 0.142006 loss_giou_dn: 0.447673 loss_class_aux_dn: 1.962539 loss_bbox_aux_dn: 0.855434 loss_giou_aux_dn: 2.488242 loss: 16.479897 eta: 40 days, 9:01:18 batch_cost: 0.8780 data_cost: 0.0009 ips: 9.1116 images/s [07/20 16:57:24] ppdet.engine INFO: Epoch: [2] [ 5900/54024] learning_rate: 0.000100 loss_class: 0.726695 loss_bbox: 0.137379 loss_giou: 0.575627 loss_class_aux: 4.496800 loss_bbox_aux: 0.874184 loss_giou_aux: 3.560518 loss_class_dn: 0.360866 loss_bbox_dn: 0.145935 loss_giou_dn: 0.463180 loss_class_aux_dn: 1.958683 loss_bbox_aux_dn: 0.858936 loss_giou_aux_dn: 2.528721 loss: 16.905117 eta: 40 days, 9:08:10 batch_cost: 1.0761 data_cost: 0.0010 ips: 7.4341 images/s [07/20 16:58:59] ppdet.engine INFO: Epoch: [2] [ 6000/54024] learning_rate: 0.000100 loss_class: 0.730285 loss_bbox: 0.133110 loss_giou: 0.549008 loss_class_aux: 4.507446 loss_bbox_aux: 0.867600 loss_giou_aux: 3.478130 loss_class_dn: 0.360919 loss_bbox_dn: 0.151729 loss_giou_dn: 0.479117 loss_class_aux_dn: 1.948151 loss_bbox_aux_dn: 0.883327 loss_giou_aux_dn: 2.600606 loss: 17.130795 eta: 40 days, 9:06:00 batch_cost: 0.9127 data_cost: 0.0009 ips: 8.7651 images/s [07/20 17:00:29] ppdet.engine INFO: Epoch: [2] [ 6100/54024] learning_rate: 0.000100 loss_class: 0.731866 loss_bbox: 0.136561 loss_giou: 0.569391 loss_class_aux: 4.593115 loss_bbox_aux: 0.874611 loss_giou_aux: 3.544416 loss_class_dn: 0.395977 loss_bbox_dn: 0.139500 loss_giou_dn: 0.491055 loss_class_aux_dn: 2.110972 loss_bbox_aux_dn: 0.800094 loss_giou_aux_dn: 2.731909 loss: 17.480828 eta: 40 days, 9:00:12 batch_cost: 0.8466 data_cost: 0.0009 ips: 9.4496 images/s [07/20 17:02:02] ppdet.engine INFO: Epoch: [2] [ 6200/54024] learning_rate: 0.000100 loss_class: 0.732597 loss_bbox: 0.136074 loss_giou: 0.577133 loss_class_aux: 4.601206 loss_bbox_aux: 0.859104 loss_giou_aux: 3.602094 loss_class_dn: 0.379935 loss_bbox_dn: 0.139652 loss_giou_dn: 0.482849 loss_class_aux_dn: 2.050501 loss_bbox_aux_dn: 0.831275 loss_giou_aux_dn: 2.668824 loss: 17.076290 eta: 40 days, 8:56:39 batch_cost: 0.8877 data_cost: 0.0009 ips: 9.0122 images/s [07/20 17:03:35] ppdet.engine INFO: Epoch: [2] [ 6300/54024] learning_rate: 0.000100 loss_class: 0.716759 loss_bbox: 0.135930 loss_giou: 0.582479 loss_class_aux: 4.509948 loss_bbox_aux: 0.927553 loss_giou_aux: 3.649379 loss_class_dn: 0.375791 loss_bbox_dn: 0.132897 loss_giou_dn: 0.481629 loss_class_aux_dn: 2.026389 loss_bbox_aux_dn: 0.789025 loss_giou_aux_dn: 2.649899 loss: 17.393946 eta: 40 days, 8:53:14 batch_cost: 0.8898 data_cost: 0.0010 ips: 8.9909 images/s [07/20 17:05:23] ppdet.engine INFO: Epoch: [2] [ 6400/54024] learning_rate: 0.000100 loss_class: 0.752892 loss_bbox: 0.137600 loss_giou: 0.605923 loss_class_aux: 4.648787 loss_bbox_aux: 0.901470 loss_giou_aux: 3.770737 loss_class_dn: 0.385903 loss_bbox_dn: 0.144432 loss_giou_dn: 0.523005 loss_class_aux_dn: 2.069506 loss_bbox_aux_dn: 0.846412 loss_giou_aux_dn: 2.804369 loss: 17.522877 eta: 40 days, 8:57:39 batch_cost: 1.0320 data_cost: 0.1567 ips: 7.7521 images/s [07/20 17:06:55] ppdet.engine INFO: Epoch: [2] [ 6500/54024] learning_rate: 0.000100 loss_class: 0.715917 loss_bbox: 0.128379 loss_giou: 0.567304 loss_class_aux: 4.501055 loss_bbox_aux: 0.828945 loss_giou_aux: 3.552359 loss_class_dn: 0.368974 loss_bbox_dn: 0.132035 loss_giou_dn: 0.466732 loss_class_aux_dn: 1.946019 loss_bbox_aux_dn: 0.779403 loss_giou_aux_dn: 2.612564 loss: 16.465169 eta: 40 days, 8:53:39 batch_cost: 0.8793 data_cost: 0.0010 ips: 9.0982 images/s [07/20 17:08:26] ppdet.engine INFO: Epoch: [2] [ 6600/54024] learning_rate: 0.000100 loss_class: 0.733878 loss_bbox: 0.139941 loss_giou: 0.611279 loss_class_aux: 4.550785 loss_bbox_aux: 0.876079 loss_giou_aux: 3.779981 loss_class_dn: 0.391845 loss_bbox_dn: 0.144073 loss_giou_dn: 0.497636 loss_class_aux_dn: 2.094534 loss_bbox_aux_dn: 0.853544 loss_giou_aux_dn: 2.742066 loss: 17.658914 eta: 40 days, 8:48:59 batch_cost: 0.8671 data_cost: 0.0198 ips: 9.2262 images/s [07/20 17:09:50] ppdet.engine INFO: Epoch: [2] [ 6700/54024] learning_rate: 0.000100 loss_class: 0.702947 loss_bbox: 0.133833 loss_giou: 0.608260 loss_class_aux: 4.399341 loss_bbox_aux: 0.876490 loss_giou_aux: 3.788115 loss_class_dn: 0.387758 loss_bbox_dn: 0.141969 loss_giou_dn: 0.507705 loss_class_aux_dn: 2.058626 loss_bbox_aux_dn: 0.826352 loss_giou_aux_dn: 2.797490 loss: 17.498795 eta: 40 days, 8:40:41 batch_cost: 0.8004 data_cost: 0.0009 ips: 9.9948 images/s [07/20 17:11:34] ppdet.engine INFO: Epoch: [2] [ 6800/54024] learning_rate: 0.000100 loss_class: 0.747331 loss_bbox: 0.140132 loss_giou: 0.617704 loss_class_aux: 4.640764 loss_bbox_aux: 0.890202 loss_giou_aux: 3.786374 loss_class_dn: 0.385804 loss_bbox_dn: 0.146548 loss_giou_dn: 0.504999 loss_class_aux_dn: 2.060465 loss_bbox_aux_dn: 0.858373 loss_giou_aux_dn: 2.748969 loss: 17.506411 eta: 40 days, 8:42:58 batch_cost: 0.9937 data_cost: 0.0010 ips: 8.0510 images/s [07/20 17:13:19] ppdet.engine INFO: Epoch: [2] [ 6900/54024] learning_rate: 0.000100 loss_class: 0.734173 loss_bbox: 0.129914 loss_giou: 0.553515 loss_class_aux: 4.568964 loss_bbox_aux: 0.853403 loss_giou_aux: 3.399208 loss_class_dn: 0.363660 loss_bbox_dn: 0.134385 loss_giou_dn: 0.473512 loss_class_aux_dn: 1.966645 loss_bbox_aux_dn: 0.795955 loss_giou_aux_dn: 2.587158 loss: 16.679006 eta: 40 days, 8:46:02 batch_cost: 1.0080 data_cost: 0.0010 ips: 7.9363 images/s [07/20 17:14:49] ppdet.engine INFO: Epoch: [2] [ 7000/54024] learning_rate: 0.000100 loss_class: 0.729294 loss_bbox: 0.128970 loss_giou: 0.600076 loss_class_aux: 4.587988 loss_bbox_aux: 0.846217 loss_giou_aux: 3.759283 loss_class_dn: 0.402125 loss_bbox_dn: 0.145705 loss_giou_dn: 0.519525 loss_class_aux_dn: 2.151799 loss_bbox_aux_dn: 0.834717 loss_giou_aux_dn: 2.819393 loss: 17.782188 eta: 40 days, 8:40:23 batch_cost: 0.8486 data_cost: 0.0714 ips: 9.4269 images/s [07/20 17:16:25] ppdet.engine INFO: Epoch: [2] [ 7100/54024] learning_rate: 0.000100 loss_class: 0.729294 loss_bbox: 0.126713 loss_giou: 0.601147 loss_class_aux: 4.571032 loss_bbox_aux: 0.852545 loss_giou_aux: 3.703462 loss_class_dn: 0.392063 loss_bbox_dn: 0.135580 loss_giou_dn: 0.488732 loss_class_aux_dn: 2.076975 loss_bbox_aux_dn: 0.791332 loss_giou_aux_dn: 2.704203 loss: 17.176624 eta: 40 days, 8:38:40 batch_cost: 0.9205 data_cost: 0.0122 ips: 8.6908 images/s [07/20 17:18:11] ppdet.engine INFO: Epoch: [2] [ 7200/54024] learning_rate: 0.000100 loss_class: 0.740429 loss_bbox: 0.133217 loss_giou: 0.532512 loss_class_aux: 4.610263 loss_bbox_aux: 0.865080 loss_giou_aux: 3.345610 loss_class_dn: 0.380572 loss_bbox_dn: 0.132388 loss_giou_dn: 0.459847 loss_class_aux_dn: 2.063443 loss_bbox_aux_dn: 0.771590 loss_giou_aux_dn: 2.524435 loss: 16.836144 eta: 40 days, 8:41:48 batch_cost: 1.0095 data_cost: 0.0011 ips: 7.9244 images/s [07/20 17:19:39] ppdet.engine INFO: Epoch: [2] [ 7300/54024] learning_rate: 0.000100 loss_class: 0.722630 loss_bbox: 0.137558 loss_giou: 0.553959 loss_class_aux: 4.477689 loss_bbox_aux: 0.878739 loss_giou_aux: 3.441567 loss_class_dn: 0.367982 loss_bbox_dn: 0.143964 loss_giou_dn: 0.482362 loss_class_aux_dn: 1.999273 loss_bbox_aux_dn: 0.857305 loss_giou_aux_dn: 2.652303 loss: 17.279583 eta: 40 days, 8:35:27 batch_cost: 0.8356 data_cost: 0.0010 ips: 9.5737 images/s [07/20 17:21:12] ppdet.engine INFO: Epoch: [2] [ 7400/54024] learning_rate: 0.000100 loss_class: 0.725002 loss_bbox: 0.138310 loss_giou: 0.614886 loss_class_aux: 4.494534 loss_bbox_aux: 0.880036 loss_giou_aux: 3.890795 loss_class_dn: 0.377978 loss_bbox_dn: 0.140955 loss_giou_dn: 0.528922 loss_class_aux_dn: 2.022158 loss_bbox_aux_dn: 0.824975 loss_giou_aux_dn: 2.881712 loss: 17.599367 eta: 40 days, 8:31:57 batch_cost: 0.8880 data_cost: 0.0010 ips: 9.0089 images/s [07/20 17:22:37] ppdet.engine INFO: Epoch: [2] [ 7500/54024] learning_rate: 0.000100 loss_class: 0.732784 loss_bbox: 0.135575 loss_giou: 0.563254 loss_class_aux: 4.561964 loss_bbox_aux: 0.894656 loss_giou_aux: 3.462830 loss_class_dn: 0.387197 loss_bbox_dn: 0.150726 loss_giou_dn: 0.481203 loss_class_aux_dn: 2.063774 loss_bbox_aux_dn: 0.844035 loss_giou_aux_dn: 2.638010 loss: 17.403077 eta: 40 days, 8:23:46 batch_cost: 0.8018 data_cost: 0.0057 ips: 9.9778 images/s [07/20 17:24:18] ppdet.engine INFO: Epoch: [2] [ 7600/54024] learning_rate: 0.000100 loss_class: 0.703495 loss_bbox: 0.124140 loss_giou: 0.568360 loss_class_aux: 4.344213 loss_bbox_aux: 0.798397 loss_giou_aux: 3.560046 loss_class_dn: 0.378394 loss_bbox_dn: 0.138721 loss_giou_dn: 0.475753 loss_class_aux_dn: 2.018254 loss_bbox_aux_dn: 0.822705 loss_giou_aux_dn: 2.567031 loss: 16.901876 eta: 40 days, 8:24:52 batch_cost: 0.9723 data_cost: 0.0244 ips: 8.2276 images/s [07/20 17:25:52] ppdet.engine INFO: Epoch: [2] [ 7700/54024] learning_rate: 0.000100 loss_class: 0.735363 loss_bbox: 0.130923 loss_giou: 0.550503 loss_class_aux: 4.573154 loss_bbox_aux: 0.848919 loss_giou_aux: 3.447763 loss_class_dn: 0.384139 loss_bbox_dn: 0.140929 loss_giou_dn: 0.479671 loss_class_aux_dn: 2.031988 loss_bbox_aux_dn: 0.846374 loss_giou_aux_dn: 2.638924 loss: 17.196608 eta: 40 days, 8:21:41 batch_cost: 0.8934 data_cost: 0.0010 ips: 8.9550 images/s [07/20 17:27:28] ppdet.engine INFO: Epoch: [2] [ 7800/54024] learning_rate: 0.000100 loss_class: 0.757917 loss_bbox: 0.132290 loss_giou: 0.549511 loss_class_aux: 4.705421 loss_bbox_aux: 0.876089 loss_giou_aux: 3.427363 loss_class_dn: 0.361562 loss_bbox_dn: 0.142955 loss_giou_dn: 0.484986 loss_class_aux_dn: 1.957756 loss_bbox_aux_dn: 0.844772 loss_giou_aux_dn: 2.649384 loss: 17.266362 eta: 40 days, 8:19:41 batch_cost: 0.9154 data_cost: 0.0010 ips: 8.7396 images/s [07/20 17:29:03] ppdet.engine INFO: Epoch: [2] [ 7900/54024] learning_rate: 0.000100 loss_class: 0.733750 loss_bbox: 0.142435 loss_giou: 0.569139 loss_class_aux: 4.610289 loss_bbox_aux: 0.941436 loss_giou_aux: 3.565735 loss_class_dn: 0.367114 loss_bbox_dn: 0.150849 loss_giou_dn: 0.468095 loss_class_aux_dn: 1.955996 loss_bbox_aux_dn: 0.891929 loss_giou_aux_dn: 2.559930 loss: 17.116523 eta: 40 days, 8:17:21 batch_cost: 0.9089 data_cost: 0.0177 ips: 8.8017 images/s [07/20 17:30:33] ppdet.engine INFO: Epoch: [2] [ 8000/54024] learning_rate: 0.000100 loss_class: 0.702707 loss_bbox: 0.126132 loss_giou: 0.519551 loss_class_aux: 4.291037 loss_bbox_aux: 0.830405 loss_giou_aux: 3.310035 loss_class_dn: 0.343681 loss_bbox_dn: 0.139771 loss_giou_dn: 0.461602 loss_class_aux_dn: 1.863527 loss_bbox_aux_dn: 0.809271 loss_giou_aux_dn: 2.521650 loss: 16.364622 eta: 40 days, 8:11:36 batch_cost: 0.8459 data_cost: 0.0010 ips: 9.4574 images/s [07/20 17:32:08] ppdet.engine INFO: Epoch: [2] [ 8100/54024] learning_rate: 0.000100 loss_class: 0.715656 loss_bbox: 0.131786 loss_giou: 0.562287 loss_class_aux: 4.563562 loss_bbox_aux: 0.853773 loss_giou_aux: 3.615077 loss_class_dn: 0.361231 loss_bbox_dn: 0.142115 loss_giou_dn: 0.471917 loss_class_aux_dn: 1.945359 loss_bbox_aux_dn: 0.850164 loss_giou_aux_dn: 2.626681 loss: 16.665862 eta: 40 days, 8:09:05 batch_cost: 0.9057 data_cost: 0.0010 ips: 8.8327 images/s [07/20 17:33:42] ppdet.engine INFO: Epoch: [2] [ 8200/54024] learning_rate: 0.000100 loss_class: 0.727593 loss_bbox: 0.130569 loss_giou: 0.593050 loss_class_aux: 4.458827 loss_bbox_aux: 0.847034 loss_giou_aux: 3.680115 loss_class_dn: 0.384626 loss_bbox_dn: 0.147847 loss_giou_dn: 0.514908 loss_class_aux_dn: 2.060094 loss_bbox_aux_dn: 0.835478 loss_giou_aux_dn: 2.803226 loss: 17.712496 eta: 40 days, 8:05:58 batch_cost: 0.8946 data_cost: 0.0010 ips: 8.9428 images/s [07/20 17:35:13] ppdet.engine INFO: Epoch: [2] [ 8300/54024] learning_rate: 0.000100 loss_class: 0.713080 loss_bbox: 0.130956 loss_giou: 0.487694 loss_class_aux: 4.445612 loss_bbox_aux: 0.849018 loss_giou_aux: 3.059361 loss_class_dn: 0.352529 loss_bbox_dn: 0.147903 loss_giou_dn: 0.436497 loss_class_aux_dn: 1.886714 loss_bbox_aux_dn: 0.853793 loss_giou_aux_dn: 2.382215 loss: 15.683906 eta: 40 days, 8:01:32 batch_cost: 0.8700 data_cost: 0.0010 ips: 9.1957 images/s [07/20 17:36:39] ppdet.engine INFO: Epoch: [2] [ 8400/54024] learning_rate: 0.000100 loss_class: 0.762854 loss_bbox: 0.141727 loss_giou: 0.605722 loss_class_aux: 4.756621 loss_bbox_aux: 0.924621 loss_giou_aux: 3.755478 loss_class_dn: 0.400148 loss_bbox_dn: 0.143953 loss_giou_dn: 0.514335 loss_class_aux_dn: 2.150486 loss_bbox_aux_dn: 0.846901 loss_giou_aux_dn: 2.821746 loss: 18.250239 eta: 40 days, 7:54:00 batch_cost: 0.8125 data_cost: 0.0033 ips: 9.8459 images/s [07/20 17:38:12] ppdet.engine INFO: Epoch: [2] [ 8500/54024] learning_rate: 0.000100 loss_class: 0.735932 loss_bbox: 0.131268 loss_giou: 0.591128 loss_class_aux: 4.602183 loss_bbox_aux: 0.841892 loss_giou_aux: 3.737823 loss_class_dn: 0.381898 loss_bbox_dn: 0.135263 loss_giou_dn: 0.517546 loss_class_aux_dn: 2.058291 loss_bbox_aux_dn: 0.796815 loss_giou_aux_dn: 2.853227 loss: 17.491651 eta: 40 days, 7:50:19 batch_cost: 0.8837 data_cost: 0.0010 ips: 9.0524 images/s [07/20 17:39:45] ppdet.engine INFO: Epoch: [2] [ 8600/54024] learning_rate: 0.000100 loss_class: 0.724093 loss_bbox: 0.132345 loss_giou: 0.522889 loss_class_aux: 4.520068 loss_bbox_aux: 0.831251 loss_giou_aux: 3.283232 loss_class_dn: 0.370053 loss_bbox_dn: 0.147984 loss_giou_dn: 0.457279 loss_class_aux_dn: 1.988921 loss_bbox_aux_dn: 0.874911 loss_giou_aux_dn: 2.500901 loss: 16.808696 eta: 40 days, 7:47:01 batch_cost: 0.8908 data_cost: 0.0010 ips: 8.9802 images/s [07/20 17:41:19] ppdet.engine INFO: Epoch: [2] [ 8700/54024] learning_rate: 0.000100 loss_class: 0.733832 loss_bbox: 0.142019 loss_giou: 0.550573 loss_class_aux: 4.625247 loss_bbox_aux: 0.916387 loss_giou_aux: 3.414120 loss_class_dn: 0.361267 loss_bbox_dn: 0.149437 loss_giou_dn: 0.477997 loss_class_aux_dn: 1.939418 loss_bbox_aux_dn: 0.881023 loss_giou_aux_dn: 2.572060 loss: 16.737796 eta: 40 days, 7:43:54 batch_cost: 0.8940 data_cost: 0.0010 ips: 8.9489 images/s [07/20 17:42:49] ppdet.engine INFO: Epoch: [2] [ 8800/54024] learning_rate: 0.000100 loss_class: 0.727920 loss_bbox: 0.139456 loss_giou: 0.569684 loss_class_aux: 4.478127 loss_bbox_aux: 0.895370 loss_giou_aux: 3.527466 loss_class_dn: 0.386985 loss_bbox_dn: 0.143306 loss_giou_dn: 0.490295 loss_class_aux_dn: 2.067448 loss_bbox_aux_dn: 0.853102 loss_giou_aux_dn: 2.668778 loss: 16.970913 eta: 40 days, 7:38:29 batch_cost: 0.8513 data_cost: 0.0027 ips: 9.3978 images/s [07/20 17:44:11] ppdet.engine INFO: Epoch: [2] [ 8900/54024] learning_rate: 0.000100 loss_class: 0.695813 loss_bbox: 0.129287 loss_giou: 0.552662 loss_class_aux: 4.306871 loss_bbox_aux: 0.860095 loss_giou_aux: 3.420393 loss_class_dn: 0.368008 loss_bbox_dn: 0.131409 loss_giou_dn: 0.468399 loss_class_aux_dn: 1.966511 loss_bbox_aux_dn: 0.795534 loss_giou_aux_dn: 2.545097 loss: 16.351669 eta: 40 days, 7:29:32 batch_cost: 0.7855 data_cost: 0.0009 ips: 10.1851 images/s [07/20 17:45:50] ppdet.engine INFO: Epoch: [2] [ 9000/54024] learning_rate: 0.000100 loss_class: 0.710585 loss_bbox: 0.129729 loss_giou: 0.516788 loss_class_aux: 4.383725 loss_bbox_aux: 0.856995 loss_giou_aux: 3.237195 loss_class_dn: 0.355577 loss_bbox_dn: 0.147865 loss_giou_dn: 0.431087 loss_class_aux_dn: 1.864494 loss_bbox_aux_dn: 0.845320 loss_giou_aux_dn: 2.380550 loss: 16.115987 eta: 40 days, 7:28:49 batch_cost: 0.9387 data_cost: 0.0010 ips: 8.5228 images/s [07/20 17:47:16] ppdet.engine INFO: Epoch: [2] [ 9100/54024] learning_rate: 0.000100 loss_class: 0.708126 loss_bbox: 0.128431 loss_giou: 0.520914 loss_class_aux: 4.451945 loss_bbox_aux: 0.834383 loss_giou_aux: 3.303123 loss_class_dn: 0.364598 loss_bbox_dn: 0.147288 loss_giou_dn: 0.453574 loss_class_aux_dn: 1.955323 loss_bbox_aux_dn: 0.837027 loss_giou_aux_dn: 2.481474 loss: 16.633211 eta: 40 days, 7:21:34 batch_cost: 0.8167 data_cost: 0.0010 ips: 9.7952 images/s [07/20 17:48:53] ppdet.engine INFO: Epoch: [2] [ 9200/54024] learning_rate: 0.000100 loss_class: 0.691173 loss_bbox: 0.125211 loss_giou: 0.535694 loss_class_aux: 4.285181 loss_bbox_aux: 0.826141 loss_giou_aux: 3.372650 loss_class_dn: 0.364554 loss_bbox_dn: 0.131403 loss_giou_dn: 0.475160 loss_class_aux_dn: 1.952228 loss_bbox_aux_dn: 0.762452 loss_giou_aux_dn: 2.603322 loss: 16.414167 eta: 40 days, 7:20:02 batch_cost: 0.9232 data_cost: 0.0293 ips: 8.6653 images/s [07/20 17:50:27] ppdet.engine INFO: Epoch: [2] [ 9300/54024] learning_rate: 0.000100 loss_class: 0.714004 loss_bbox: 0.122447 loss_giou: 0.510235 loss_class_aux: 4.507509 loss_bbox_aux: 0.826706 loss_giou_aux: 3.216412 loss_class_dn: 0.369962 loss_bbox_dn: 0.139457 loss_giou_dn: 0.449535 loss_class_aux_dn: 1.976640 loss_bbox_aux_dn: 0.809031 loss_giou_aux_dn: 2.511745 loss: 16.333372 eta: 40 days, 7:17:31 batch_cost: 0.9049 data_cost: 0.0095 ips: 8.8405 images/s [07/20 17:51:58] ppdet.engine INFO: Epoch: [2] [ 9400/54024] learning_rate: 0.000100 loss_class: 0.762524 loss_bbox: 0.132430 loss_giou: 0.532390 loss_class_aux: 4.777244 loss_bbox_aux: 0.863908 loss_giou_aux: 3.356750 loss_class_dn: 0.372930 loss_bbox_dn: 0.133885 loss_giou_dn: 0.463678 loss_class_aux_dn: 2.023337 loss_bbox_aux_dn: 0.793535 loss_giou_aux_dn: 2.535988 loss: 16.856588 eta: 40 days, 7:12:32 batch_cost: 0.8585 data_cost: 0.0302 ips: 9.3184 images/s [07/20 17:53:30] ppdet.engine INFO: Epoch: [2] [ 9500/54024] learning_rate: 0.000100 loss_class: 0.724125 loss_bbox: 0.131559 loss_giou: 0.578571 loss_class_aux: 4.557477 loss_bbox_aux: 0.840355 loss_giou_aux: 3.609087 loss_class_dn: 0.376299 loss_bbox_dn: 0.140751 loss_giou_dn: 0.488395 loss_class_aux_dn: 2.009684 loss_bbox_aux_dn: 0.836733 loss_giou_aux_dn: 2.697665 loss: 17.212466 eta: 40 days, 7:08:30 batch_cost: 0.8765 data_cost: 0.0010 ips: 9.1271 images/s [07/20 17:54:53] ppdet.engine INFO: Epoch: [2] [ 9600/54024] learning_rate: 0.000100 loss_class: 0.711916 loss_bbox: 0.132822 loss_giou: 0.557667 loss_class_aux: 4.457399 loss_bbox_aux: 0.885518 loss_giou_aux: 3.455054 loss_class_dn: 0.366950 loss_bbox_dn: 0.148133 loss_giou_dn: 0.484423 loss_class_aux_dn: 1.966909 loss_bbox_aux_dn: 0.865640 loss_giou_aux_dn: 2.644692 loss: 17.063873 eta: 40 days, 6:59:30 batch_cost: 0.7832 data_cost: 0.0010 ips: 10.2139 images/s [07/20 17:56:19] ppdet.engine INFO: Epoch: [2] [ 9700/54024] learning_rate: 0.000100 loss_class: 0.786123 loss_bbox: 0.143325 loss_giou: 0.618603 loss_class_aux: 4.901162 loss_bbox_aux: 0.923422 loss_giou_aux: 3.831247 loss_class_dn: 0.408168 loss_bbox_dn: 0.140450 loss_giou_dn: 0.516194 loss_class_aux_dn: 2.174281 loss_bbox_aux_dn: 0.838014 loss_giou_aux_dn: 2.858802 loss: 17.923383 eta: 40 days, 6:52:30 batch_cost: 0.8205 data_cost: 0.0010 ips: 9.7498 images/s [07/20 17:57:47] ppdet.engine INFO: Epoch: [2] [ 9800/54024] learning_rate: 0.000100 loss_class: 0.706926 loss_bbox: 0.139473 loss_giou: 0.503868 loss_class_aux: 4.498189 loss_bbox_aux: 0.866068 loss_giou_aux: 3.182778 loss_class_dn: 0.365782 loss_bbox_dn: 0.146675 loss_giou_dn: 0.453971 loss_class_aux_dn: 1.959516 loss_bbox_aux_dn: 0.876183 loss_giou_aux_dn: 2.518832 loss: 16.151426 eta: 40 days, 6:45:53 batch_cost: 0.8278 data_cost: 0.0011 ips: 9.6641 images/s [07/20 17:59:15] ppdet.engine INFO: Epoch: [2] [ 9900/54024] learning_rate: 0.000100 loss_class: 0.724895 loss_bbox: 0.128243 loss_giou: 0.568167 loss_class_aux: 4.602080 loss_bbox_aux: 0.829535 loss_giou_aux: 3.544181 loss_class_dn: 0.376421 loss_bbox_dn: 0.140563 loss_giou_dn: 0.478000 loss_class_aux_dn: 2.024990 loss_bbox_aux_dn: 0.826319 loss_giou_aux_dn: 2.650730 loss: 17.296577 eta: 40 days, 6:39:50 batch_cost: 0.8379 data_cost: 0.0009 ips: 9.5478 images/s [07/20 18:01:01] ppdet.engine INFO: Epoch: [2] [10000/54024] learning_rate: 0.000100 loss_class: 0.772801 loss_bbox: 0.140578 loss_giou: 0.567591 loss_class_aux: 4.744130 loss_bbox_aux: 0.924346 loss_giou_aux: 3.583460 loss_class_dn: 0.384211 loss_bbox_dn: 0.161669 loss_giou_dn: 0.495634 loss_class_aux_dn: 2.046462 loss_bbox_aux_dn: 0.924136 loss_giou_aux_dn: 2.750344 loss: 17.818211 eta: 40 days, 6:43:31 batch_cost: 1.0209 data_cost: 0.0010 ips: 7.8365 images/s [07/20 18:02:37] ppdet.engine INFO: Epoch: [2] [10100/54024] learning_rate: 0.000100 loss_class: 0.710848 loss_bbox: 0.128081 loss_giou: 0.550535 loss_class_aux: 4.466209 loss_bbox_aux: 0.848526 loss_giou_aux: 3.412622 loss_class_dn: 0.365772 loss_bbox_dn: 0.143158 loss_giou_dn: 0.471454 loss_class_aux_dn: 1.959345 loss_bbox_aux_dn: 0.847366 loss_giou_aux_dn: 2.579443 loss: 17.280566 eta: 40 days, 6:41:27 batch_cost: 0.9128 data_cost: 0.0010 ips: 8.7643 images/s [07/20 18:04:11] ppdet.engine INFO: Epoch: [2] [10200/54024] learning_rate: 0.000100 loss_class: 0.743589 loss_bbox: 0.130663 loss_giou: 0.541634 loss_class_aux: 4.664201 loss_bbox_aux: 0.859319 loss_giou_aux: 3.378740 loss_class_dn: 0.368649 loss_bbox_dn: 0.142447 loss_giou_dn: 0.471133 loss_class_aux_dn: 2.012060 loss_bbox_aux_dn: 0.834244 loss_giou_aux_dn: 2.639711 loss: 17.061238 eta: 40 days, 6:38:22 batch_cost: 0.8935 data_cost: 0.0015 ips: 8.9533 images/s [07/20 18:05:48] ppdet.engine INFO: Epoch: [2] [10300/54024] learning_rate: 0.000100 loss_class: 0.723036 loss_bbox: 0.137897 loss_giou: 0.543453 loss_class_aux: 4.537031 loss_bbox_aux: 0.870956 loss_giou_aux: 3.517023 loss_class_dn: 0.378725 loss_bbox_dn: 0.141125 loss_giou_dn: 0.474748 loss_class_aux_dn: 2.050137 loss_bbox_aux_dn: 0.808218 loss_giou_aux_dn: 2.622111 loss: 16.801414 eta: 40 days, 6:37:00 batch_cost: 0.9260 data_cost: 0.0095 ips: 8.6394 images/s [07/20 18:07:25] ppdet.engine INFO: Epoch: [2] [10400/54024] learning_rate: 0.000100 loss_class: 0.728458 loss_bbox: 0.130816 loss_giou: 0.557759 loss_class_aux: 4.561026 loss_bbox_aux: 0.849614 loss_giou_aux: 3.441392 loss_class_dn: 0.362252 loss_bbox_dn: 0.141160 loss_giou_dn: 0.464659 loss_class_aux_dn: 1.948109 loss_bbox_aux_dn: 0.828213 loss_giou_aux_dn: 2.549271 loss: 16.507930 eta: 40 days, 6:35:49 batch_cost: 0.9294 data_cost: 0.0009 ips: 8.6077 images/s [07/20 18:08:49] ppdet.engine INFO: Epoch: [2] [10500/54024] learning_rate: 0.000100 loss_class: 0.746262 loss_bbox: 0.134827 loss_giou: 0.577534 loss_class_aux: 4.678279 loss_bbox_aux: 0.856245 loss_giou_aux: 3.557174 loss_class_dn: 0.370061 loss_bbox_dn: 0.146004 loss_giou_dn: 0.477133 loss_class_aux_dn: 1.985539 loss_bbox_aux_dn: 0.853127 loss_giou_aux_dn: 2.619914 loss: 17.110871 eta: 40 days, 6:27:13 batch_cost: 0.7893 data_cost: 0.0010 ips: 10.1352 images/s [07/20 18:10:34] ppdet.engine INFO: Epoch: [2] [10600/54024] learning_rate: 0.000100 loss_class: 0.715748 loss_bbox: 0.138470 loss_giou: 0.566172 loss_class_aux: 4.429731 loss_bbox_aux: 0.894365 loss_giou_aux: 3.532110 loss_class_dn: 0.378594 loss_bbox_dn: 0.133616 loss_giou_dn: 0.491598 loss_class_aux_dn: 2.035294 loss_bbox_aux_dn: 0.771669 loss_giou_aux_dn: 2.681036 loss: 17.192664 eta: 40 days, 6:30:12 batch_cost: 1.0081 data_cost: 0.0050 ips: 7.9360 images/s [07/20 18:12:04] ppdet.engine INFO: Epoch: [2] [10700/54024] learning_rate: 0.000100 loss_class: 0.695453 loss_bbox: 0.131129 loss_giou: 0.541761 loss_class_aux: 4.348314 loss_bbox_aux: 0.827326 loss_giou_aux: 3.335690 loss_class_dn: 0.357998 loss_bbox_dn: 0.142152 loss_giou_dn: 0.454367 loss_class_aux_dn: 1.944027 loss_bbox_aux_dn: 0.847795 loss_giou_aux_dn: 2.504109 loss: 16.216648 eta: 40 days, 6:25:23 batch_cost: 0.8607 data_cost: 0.0032 ips: 9.2950 images/s [07/20 18:13:29] ppdet.engine INFO: Epoch: [2] [10800/54024] learning_rate: 0.000100 loss_class: 0.705371 loss_bbox: 0.124804 loss_giou: 0.526833 loss_class_aux: 4.402413 loss_bbox_aux: 0.798741 loss_giou_aux: 3.289219 loss_class_dn: 0.358212 loss_bbox_dn: 0.146307 loss_giou_dn: 0.443386 loss_class_aux_dn: 1.913111 loss_bbox_aux_dn: 0.835173 loss_giou_aux_dn: 2.473829 loss: 15.948594 eta: 40 days, 6:17:21 batch_cost: 0.7998 data_cost: 0.0010 ips: 10.0027 images/s [07/20 18:15:03] ppdet.engine INFO: Epoch: [2] [10900/54024] learning_rate: 0.000100 loss_class: 0.750203 loss_bbox: 0.137368 loss_giou: 0.566888 loss_class_aux: 4.786914 loss_bbox_aux: 0.906360 loss_giou_aux: 3.490269 loss_class_dn: 0.380771 loss_bbox_dn: 0.153754 loss_giou_dn: 0.486665 loss_class_aux_dn: 2.034178 loss_bbox_aux_dn: 0.908993 loss_giou_aux_dn: 2.683648 loss: 17.087423 eta: 40 days, 6:14:45 batch_cost: 0.9023 data_cost: 0.0313 ips: 8.8661 images/s [07/20 18:16:28] ppdet.engine INFO: Epoch: [2] [11000/54024] learning_rate: 0.000100 loss_class: 0.740448 loss_bbox: 0.127292 loss_giou: 0.531731 loss_class_aux: 4.550364 loss_bbox_aux: 0.840556 loss_giou_aux: 3.316885 loss_class_dn: 0.374493 loss_bbox_dn: 0.142385 loss_giou_dn: 0.465648 loss_class_aux_dn: 2.025190 loss_bbox_aux_dn: 0.846990 loss_giou_aux_dn: 2.609335 loss: 17.106813 eta: 40 days, 6:07:07 batch_cost: 0.8069 data_cost: 0.0037 ips: 9.9145 images/s [07/20 18:18:18] ppdet.engine INFO: Epoch: [2] [11100/54024] learning_rate: 0.000100 loss_class: 0.722160 loss_bbox: 0.127339 loss_giou: 0.512327 loss_class_aux: 4.507299 loss_bbox_aux: 0.847142 loss_giou_aux: 3.199533 loss_class_dn: 0.351299 loss_bbox_dn: 0.141148 loss_giou_dn: 0.441054 loss_class_aux_dn: 1.904986 loss_bbox_aux_dn: 0.826587 loss_giou_aux_dn: 2.409688 loss: 15.955496 eta: 40 days, 6:12:36 batch_cost: 1.0555 data_cost: 0.0010 ips: 7.5793 images/s [07/20 18:19:54] ppdet.engine INFO: Epoch: [2] [11200/54024] learning_rate: 0.000100 loss_class: 0.774298 loss_bbox: 0.138970 loss_giou: 0.609999 loss_class_aux: 4.902045 loss_bbox_aux: 0.907352 loss_giou_aux: 3.843785 loss_class_dn: 0.391967 loss_bbox_dn: 0.151937 loss_giou_dn: 0.505627 loss_class_aux_dn: 2.092556 loss_bbox_aux_dn: 0.875181 loss_giou_aux_dn: 2.750165 loss: 18.032640 eta: 40 days, 6:10:27 batch_cost: 0.9110 data_cost: 0.0009 ips: 8.7814 images/s [07/20 18:21:29] ppdet.engine INFO: Epoch: [2] [11300/54024] learning_rate: 0.000100 loss_class: 0.726873 loss_bbox: 0.137069 loss_giou: 0.589044 loss_class_aux: 4.527254 loss_bbox_aux: 0.893897 loss_giou_aux: 3.611740 loss_class_dn: 0.387858 loss_bbox_dn: 0.138502 loss_giou_dn: 0.487190 loss_class_aux_dn: 2.034263 loss_bbox_aux_dn: 0.815398 loss_giou_aux_dn: 2.733503 loss: 17.590406 eta: 40 days, 6:08:35 batch_cost: 0.9161 data_cost: 0.0126 ips: 8.7322 images/s [07/20 18:23:23] ppdet.engine INFO: Epoch: [2] [11400/54024] learning_rate: 0.000100 loss_class: 0.675115 loss_bbox: 0.131904 loss_giou: 0.507424 loss_class_aux: 4.229718 loss_bbox_aux: 0.864340 loss_giou_aux: 3.213247 loss_class_dn: 0.361788 loss_bbox_dn: 0.143036 loss_giou_dn: 0.443625 loss_class_aux_dn: 1.936121 loss_bbox_aux_dn: 0.839520 loss_giou_aux_dn: 2.470690 loss: 15.906101 eta: 40 days, 6:15:54 batch_cost: 1.0909 data_cost: 0.0583 ips: 7.3331 images/s [07/20 18:25:10] ppdet.engine INFO: Epoch: [2] [11500/54024] learning_rate: 0.000100 loss_class: 0.742731 loss_bbox: 0.137961 loss_giou: 0.510170 loss_class_aux: 4.702471 loss_bbox_aux: 0.882805 loss_giou_aux: 3.227718 loss_class_dn: 0.370641 loss_bbox_dn: 0.158117 loss_giou_dn: 0.457454 loss_class_aux_dn: 1.992946 loss_bbox_aux_dn: 0.928681 loss_giou_aux_dn: 2.553650 loss: 16.626671 eta: 40 days, 6:19:46 batch_cost: 1.0254 data_cost: 0.0010 ips: 7.8022 images/s [07/20 18:26:39] ppdet.engine INFO: Epoch: [2] [11600/54024] learning_rate: 0.000100 loss_class: 0.730896 loss_bbox: 0.134051 loss_giou: 0.605679 loss_class_aux: 4.592890 loss_bbox_aux: 0.883734 loss_giou_aux: 3.778690 loss_class_dn: 0.399506 loss_bbox_dn: 0.149204 loss_giou_dn: 0.498516 loss_class_aux_dn: 2.116606 loss_bbox_aux_dn: 0.847865 loss_giou_aux_dn: 2.741651 loss: 18.029100 eta: 40 days, 6:14:16 batch_cost: 0.8473 data_cost: 0.0012 ips: 9.4417 images/s [07/20 18:28:11] ppdet.engine INFO: Epoch: [2] [11700/54024] learning_rate: 0.000100 loss_class: 0.728422 loss_bbox: 0.136655 loss_giou: 0.551489 loss_class_aux: 4.602533 loss_bbox_aux: 0.887694 loss_giou_aux: 3.440539 loss_class_dn: 0.381151 loss_bbox_dn: 0.151196 loss_giou_dn: 0.479764 loss_class_aux_dn: 2.027730 loss_bbox_aux_dn: 0.885338 loss_giou_aux_dn: 2.634707 loss: 17.222925 eta: 40 days, 6:10:23 batch_cost: 0.8778 data_cost: 0.0010 ips: 9.1140 images/s [07/20 18:29:40] ppdet.engine INFO: Epoch: [2] [11800/54024] learning_rate: 0.000100 loss_class: 0.746953 loss_bbox: 0.130104 loss_giou: 0.520078 loss_class_aux: 4.636224 loss_bbox_aux: 0.860166 loss_giou_aux: 3.266651 loss_class_dn: 0.383962 loss_bbox_dn: 0.142247 loss_giou_dn: 0.485700 loss_class_aux_dn: 2.061152 loss_bbox_aux_dn: 0.832894 loss_giou_aux_dn: 2.658430 loss: 16.840688 eta: 40 days, 6:04:46 batch_cost: 0.8449 data_cost: 0.0108 ips: 9.4690 images/s [07/20 18:31:33] ppdet.engine INFO: Epoch: [2] [11900/54024] learning_rate: 0.000100 loss_class: 0.729607 loss_bbox: 0.124754 loss_giou: 0.523025 loss_class_aux: 4.599603 loss_bbox_aux: 0.813423 loss_giou_aux: 3.316468 loss_class_dn: 0.363186 loss_bbox_dn: 0.138993 loss_giou_dn: 0.454431 loss_class_aux_dn: 1.930656 loss_bbox_aux_dn: 0.808208 loss_giou_aux_dn: 2.557766 loss: 16.275931 eta: 40 days, 6:11:43 batch_cost: 1.0847 data_cost: 0.0010 ips: 7.3752 images/s [07/20 18:33:02] ppdet.engine INFO: Epoch: [2] [12000/54024] learning_rate: 0.000100 loss_class: 0.741981 loss_bbox: 0.131255 loss_giou: 0.511392 loss_class_aux: 4.599745 loss_bbox_aux: 0.883942 loss_giou_aux: 3.258384 loss_class_dn: 0.357514 loss_bbox_dn: 0.151948 loss_giou_dn: 0.424603 loss_class_aux_dn: 1.914141 loss_bbox_aux_dn: 0.895568 loss_giou_aux_dn: 2.353968 loss: 16.194033 eta: 40 days, 6:06:35 batch_cost: 0.8539 data_cost: 0.0010 ips: 9.3690 images/s [07/20 18:34:28] ppdet.engine INFO: Epoch: [2] [12100/54024] learning_rate: 0.000100 loss_class: 0.764116 loss_bbox: 0.138286 loss_giou: 0.602346 loss_class_aux: 4.620357 loss_bbox_aux: 0.889925 loss_giou_aux: 3.801994 loss_class_dn: 0.398608 loss_bbox_dn: 0.149863 loss_giou_dn: 0.504909 loss_class_aux_dn: 2.093456 loss_bbox_aux_dn: 0.872341 loss_giou_aux_dn: 2.750935 loss: 17.719988 eta: 40 days, 5:59:42 batch_cost: 0.8205 data_cost: 0.0010 ips: 9.7496 images/s [07/20 18:35:54] ppdet.engine INFO: Epoch: [2] [12200/54024] learning_rate: 0.000100 loss_class: 0.757571 loss_bbox: 0.143306 loss_giou: 0.590735 loss_class_aux: 4.710632 loss_bbox_aux: 0.933431 loss_giou_aux: 3.681454 loss_class_dn: 0.390286 loss_bbox_dn: 0.145763 loss_giou_dn: 0.471505 loss_class_aux_dn: 2.088440 loss_bbox_aux_dn: 0.847799 loss_giou_aux_dn: 2.617249 loss: 17.561480 eta: 40 days, 5:52:23 batch_cost: 0.8118 data_cost: 0.0010 ips: 9.8548 images/s [07/20 18:37:32] ppdet.engine INFO: Epoch: [2] [12300/54024] learning_rate: 0.000100 loss_class: 0.766563 loss_bbox: 0.142188 loss_giou: 0.558495 loss_class_aux: 4.732580 loss_bbox_aux: 0.934542 loss_giou_aux: 3.548206 loss_class_dn: 0.387879 loss_bbox_dn: 0.151306 loss_giou_dn: 0.477339 loss_class_aux_dn: 2.049678 loss_bbox_aux_dn: 0.863989 loss_giou_aux_dn: 2.610301 loss: 17.363325 eta: 40 days, 5:51:51 batch_cost: 0.9417 data_cost: 0.0009 ips: 8.4953 images/s [07/20 18:39:03] ppdet.engine INFO: Epoch: [2] [12400/54024] learning_rate: 0.000100 loss_class: 0.762566 loss_bbox: 0.138022 loss_giou: 0.606652 loss_class_aux: 4.706570 loss_bbox_aux: 0.913967 loss_giou_aux: 3.805408 loss_class_dn: 0.398955 loss_bbox_dn: 0.143388 loss_giou_dn: 0.532951 loss_class_aux_dn: 2.133859 loss_bbox_aux_dn: 0.843507 loss_giou_aux_dn: 2.901838 loss: 17.708884 eta: 40 days, 5:47:12 batch_cost: 0.8628 data_cost: 0.0009 ips: 9.2720 images/s [07/20 18:40:27] ppdet.engine INFO: Epoch: [2] [12500/54024] learning_rate: 0.000100 loss_class: 0.718640 loss_bbox: 0.144664 loss_giou: 0.577061 loss_class_aux: 4.493525 loss_bbox_aux: 0.936594 loss_giou_aux: 3.591249 loss_class_dn: 0.380010 loss_bbox_dn: 0.148621 loss_giou_dn: 0.492105 loss_class_aux_dn: 2.014873 loss_bbox_aux_dn: 0.840199 loss_giou_aux_dn: 2.645247 loss: 16.742893 eta: 40 days, 5:39:00 batch_cost: 0.7946 data_cost: 0.0009 ips: 10.0677 images/s [07/20 18:42:12] ppdet.engine INFO: Epoch: [2] [12600/54024] learning_rate: 0.000100 loss_class: 0.744741 loss_bbox: 0.136556 loss_giou: 0.582004 loss_class_aux: 4.609426 loss_bbox_aux: 0.881557 loss_giou_aux: 3.620559 loss_class_dn: 0.381769 loss_bbox_dn: 0.152615 loss_giou_dn: 0.495902 loss_class_aux_dn: 2.058836 loss_bbox_aux_dn: 0.909754 loss_giou_aux_dn: 2.721171 loss: 16.813346 eta: 40 days, 5:42:19 batch_cost: 1.0153 data_cost: 0.0010 ips: 7.8794 images/s [07/20 18:43:46] ppdet.engine INFO: Epoch: [2] [12700/54024] learning_rate: 0.000100 loss_class: 0.717880 loss_bbox: 0.133877 loss_giou: 0.572979 loss_class_aux: 4.510590 loss_bbox_aux: 0.889431 loss_giou_aux: 3.576174 loss_class_dn: 0.390479 loss_bbox_dn: 0.152389 loss_giou_dn: 0.478199 loss_class_aux_dn: 2.089134 loss_bbox_aux_dn: 0.874964 loss_giou_aux_dn: 2.648129 loss: 17.262886 eta: 40 days, 5:39:22 batch_cost: 0.8953 data_cost: 0.0010 ips: 8.9358 images/s [07/20 18:45:17] ppdet.engine INFO: Epoch: [2] [12800/54024] learning_rate: 0.000100 loss_class: 0.757365 loss_bbox: 0.141795 loss_giou: 0.587694 loss_class_aux: 4.784545 loss_bbox_aux: 0.922644 loss_giou_aux: 3.744312 loss_class_dn: 0.383055 loss_bbox_dn: 0.148294 loss_giou_dn: 0.494911 loss_class_aux_dn: 2.085025 loss_bbox_aux_dn: 0.860308 loss_giou_aux_dn: 2.717608 loss: 17.590923 eta: 40 days, 5:34:48 batch_cost: 0.8642 data_cost: 0.0770 ips: 9.2576 images/s [07/20 18:46:44] ppdet.engine INFO: Epoch: [2] [12900/54024] learning_rate: 0.000100 loss_class: 0.724497 loss_bbox: 0.133678 loss_giou: 0.548189 loss_class_aux: 4.522645 loss_bbox_aux: 0.885818 loss_giou_aux: 3.368412 loss_class_dn: 0.368749 loss_bbox_dn: 0.144489 loss_giou_dn: 0.478653 loss_class_aux_dn: 2.029805 loss_bbox_aux_dn: 0.879213 loss_giou_aux_dn: 2.628207 loss: 16.849147 eta: 40 days, 5:28:22 batch_cost: 0.8280 data_cost: 0.0009 ips: 9.6622 images/s [07/20 18:48:18] ppdet.engine INFO: Epoch: [2] [13000/54024] learning_rate: 0.000100 loss_class: 0.704512 loss_bbox: 0.133668 loss_giou: 0.571539 loss_class_aux: 4.481492 loss_bbox_aux: 0.867674 loss_giou_aux: 3.530947 loss_class_dn: 0.362699 loss_bbox_dn: 0.146115 loss_giou_dn: 0.471367 loss_class_aux_dn: 1.939663 loss_bbox_aux_dn: 0.869550 loss_giou_aux_dn: 2.585545 loss: 17.068255 eta: 40 days, 5:25:45 batch_cost: 0.9014 data_cost: 0.0010 ips: 8.8749 images/s [07/20 18:49:50] ppdet.engine INFO: Epoch: [2] [13100/54024] learning_rate: 0.000100 loss_class: 0.743322 loss_bbox: 0.139086 loss_giou: 0.576161 loss_class_aux: 4.605046 loss_bbox_aux: 0.903989 loss_giou_aux: 3.646726 loss_class_dn: 0.398902 loss_bbox_dn: 0.143440 loss_giou_dn: 0.505758 loss_class_aux_dn: 2.114617 loss_bbox_aux_dn: 0.826195 loss_giou_aux_dn: 2.794230 loss: 17.708127 eta: 40 days, 5:21:28 batch_cost: 0.8693 data_cost: 0.0010 ips: 9.2027 images/s [07/20 18:51:20] ppdet.engine INFO: Epoch: [2] [13200/54024] learning_rate: 0.000100 loss_class: 0.713387 loss_bbox: 0.136223 loss_giou: 0.516489 loss_class_aux: 4.467664 loss_bbox_aux: 0.898698 loss_giou_aux: 3.314778 loss_class_dn: 0.376155 loss_bbox_dn: 0.140295 loss_giou_dn: 0.459303 loss_class_aux_dn: 1.998658 loss_bbox_aux_dn: 0.837065 loss_giou_aux_dn: 2.547235 loss: 17.184464 eta: 40 days, 5:16:39 batch_cost: 0.8590 data_cost: 0.0011 ips: 9.3134 images/s [07/20 18:52:46] ppdet.engine INFO: Epoch: [2] [13300/54024] learning_rate: 0.000100 loss_class: 0.718342 loss_bbox: 0.140766 loss_giou: 0.529418 loss_class_aux: 4.528858 loss_bbox_aux: 0.913329 loss_giou_aux: 3.396246 loss_class_dn: 0.362510 loss_bbox_dn: 0.154270 loss_giou_dn: 0.459423 loss_class_aux_dn: 1.959283 loss_bbox_aux_dn: 0.882261 loss_giou_aux_dn: 2.538516 loss: 16.792505 eta: 40 days, 5:09:42 batch_cost: 0.8174 data_cost: 0.0010 ips: 9.7871 images/s [07/20 18:54:10] ppdet.engine INFO: Epoch: [2] [13400/54024] learning_rate: 0.000100 loss_class: 0.731345 loss_bbox: 0.131213 loss_giou: 0.573486 loss_class_aux: 4.475854 loss_bbox_aux: 0.849880 loss_giou_aux: 3.587156 loss_class_dn: 0.373113 loss_bbox_dn: 0.141084 loss_giou_dn: 0.477252 loss_class_aux_dn: 2.033318 loss_bbox_aux_dn: 0.842239 loss_giou_aux_dn: 2.632256 loss: 16.972471 eta: 40 days, 5:01:26 batch_cost: 0.7920 data_cost: 0.0010 ips: 10.1014 images/s [07/20 18:55:36] ppdet.engine INFO: Epoch: [2] [13500/54024] learning_rate: 0.000100 loss_class: 0.798420 loss_bbox: 0.142713 loss_giou: 0.590901 loss_class_aux: 4.987170 loss_bbox_aux: 0.936946 loss_giou_aux: 3.706568 loss_class_dn: 0.411043 loss_bbox_dn: 0.143611 loss_giou_dn: 0.497740 loss_class_aux_dn: 2.200122 loss_bbox_aux_dn: 0.854246 loss_giou_aux_dn: 2.746074 loss: 18.571820 eta: 40 days, 4:54:38 batch_cost: 0.8200 data_cost: 0.0010 ips: 9.7557 images/s [07/20 18:57:10] ppdet.engine INFO: Epoch: [2] [13600/54024] learning_rate: 0.000100 loss_class: 0.696591 loss_bbox: 0.125586 loss_giou: 0.542619 loss_class_aux: 4.396467 loss_bbox_aux: 0.833315 loss_giou_aux: 3.424792 loss_class_dn: 0.362864 loss_bbox_dn: 0.144366 loss_giou_dn: 0.464120 loss_class_aux_dn: 1.928994 loss_bbox_aux_dn: 0.821598 loss_giou_aux_dn: 2.558317 loss: 16.700208 eta: 40 days, 4:51:52 batch_cost: 0.8979 data_cost: 0.0010 ips: 8.9097 images/s [07/20 18:58:42] ppdet.engine INFO: Epoch: [2] [13700/54024] learning_rate: 0.000100 loss_class: 0.724559 loss_bbox: 0.135003 loss_giou: 0.522214 loss_class_aux: 4.516851 loss_bbox_aux: 0.889707 loss_giou_aux: 3.347366 loss_class_dn: 0.366359 loss_bbox_dn: 0.134100 loss_giou_dn: 0.446261 loss_class_aux_dn: 1.978493 loss_bbox_aux_dn: 0.813295 loss_giou_aux_dn: 2.507965 loss: 16.730892 eta: 40 days, 4:48:07 batch_cost: 0.8791 data_cost: 0.0010 ips: 9.1004 images/s [07/20 19:00:13] ppdet.engine INFO: Epoch: [2] [13800/54024] learning_rate: 0.000100 loss_class: 0.719234 loss_bbox: 0.134482 loss_giou: 0.543074 loss_class_aux: 4.531711 loss_bbox_aux: 0.865899 loss_giou_aux: 3.446696 loss_class_dn: 0.356370 loss_bbox_dn: 0.150195 loss_giou_dn: 0.466489 loss_class_aux_dn: 1.921862 loss_bbox_aux_dn: 0.887706 loss_giou_aux_dn: 2.539415 loss: 16.772458 eta: 40 days, 4:43:49 batch_cost: 0.8682 data_cost: 0.0010 ips: 9.2148 images/s [07/20 19:01:50] ppdet.engine INFO: Epoch: [2] [13900/54024] learning_rate: 0.000100 loss_class: 0.716729 loss_bbox: 0.130124 loss_giou: 0.544171 loss_class_aux: 4.534259 loss_bbox_aux: 0.842719 loss_giou_aux: 3.421557 loss_class_dn: 0.362856 loss_bbox_dn: 0.142647 loss_giou_dn: 0.470088 loss_class_aux_dn: 1.945666 loss_bbox_aux_dn: 0.820977 loss_giou_aux_dn: 2.569298 loss: 16.259686 eta: 40 days, 4:42:22 batch_cost: 0.9234 data_cost: 0.0129 ips: 8.6635 images/s [07/20 19:03:26] ppdet.engine INFO: Epoch: [2] [14000/54024] learning_rate: 0.000100 loss_class: 0.762447 loss_bbox: 0.135589 loss_giou: 0.577428 loss_class_aux: 4.750780 loss_bbox_aux: 0.869669 loss_giou_aux: 3.679178 loss_class_dn: 0.390484 loss_bbox_dn: 0.145941 loss_giou_dn: 0.502247 loss_class_aux_dn: 2.076464 loss_bbox_aux_dn: 0.839670 loss_giou_aux_dn: 2.766381 loss: 17.852282 eta: 40 days, 4:40:16 batch_cost: 0.9108 data_cost: 0.0010 ips: 8.7837 images/s [07/20 19:04:55] ppdet.engine INFO: Epoch: [2] [14100/54024] learning_rate: 0.000100 loss_class: 0.766271 loss_bbox: 0.143548 loss_giou: 0.597710 loss_class_aux: 4.794116 loss_bbox_aux: 0.957557 loss_giou_aux: 3.730395 loss_class_dn: 0.396107 loss_bbox_dn: 0.156216 loss_giou_dn: 0.506847 loss_class_aux_dn: 2.106669 loss_bbox_aux_dn: 0.916713 loss_giou_aux_dn: 2.790516 loss: 17.592851 eta: 40 days, 4:35:07 batch_cost: 0.8513 data_cost: 0.0015 ips: 9.3979 images/s [07/20 19:06:27] ppdet.engine INFO: Epoch: [2] [14200/54024] learning_rate: 0.000100 loss_class: 0.729304 loss_bbox: 0.122824 loss_giou: 0.610311 loss_class_aux: 4.526515 loss_bbox_aux: 0.800173 loss_giou_aux: 3.763891 loss_class_dn: 0.375577 loss_bbox_dn: 0.130926 loss_giou_dn: 0.485733 loss_class_aux_dn: 1.987019 loss_bbox_aux_dn: 0.771135 loss_giou_aux_dn: 2.691002 loss: 16.849132 eta: 40 days, 4:31:13 batch_cost: 0.8757 data_cost: 0.0129 ips: 9.1354 images/s [07/20 19:08:01] ppdet.engine INFO: Epoch: [2] [14300/54024] learning_rate: 0.000100 loss_class: 0.724159 loss_bbox: 0.128268 loss_giou: 0.542989 loss_class_aux: 4.550635 loss_bbox_aux: 0.836074 loss_giou_aux: 3.346274 loss_class_dn: 0.380824 loss_bbox_dn: 0.145072 loss_giou_dn: 0.467708 loss_class_aux_dn: 2.016732 loss_bbox_aux_dn: 0.834861 loss_giou_aux_dn: 2.557337 loss: 17.240794 eta: 40 days, 4:28:20 batch_cost: 0.8955 data_cost: 0.0082 ips: 8.9331 images/s [07/20 19:09:29] ppdet.engine INFO: Epoch: [2] [14400/54024] learning_rate: 0.000100 loss_class: 0.770762 loss_bbox: 0.146527 loss_giou: 0.588661 loss_class_aux: 4.779369 loss_bbox_aux: 0.954999 loss_giou_aux: 3.688892 loss_class_dn: 0.408729 loss_bbox_dn: 0.149729 loss_giou_dn: 0.499883 loss_class_aux_dn: 2.166777 loss_bbox_aux_dn: 0.864066 loss_giou_aux_dn: 2.808690 loss: 18.140840 eta: 40 days, 4:22:23 batch_cost: 0.8356 data_cost: 0.0012 ips: 9.5745 images/s [07/20 19:10:54] ppdet.engine INFO: Epoch: [2] [14500/54024] learning_rate: 0.000100 loss_class: 0.781168 loss_bbox: 0.139887 loss_giou: 0.595731 loss_class_aux: 4.857210 loss_bbox_aux: 0.918559 loss_giou_aux: 3.675591 loss_class_dn: 0.404800 loss_bbox_dn: 0.146394 loss_giou_dn: 0.505130 loss_class_aux_dn: 2.174678 loss_bbox_aux_dn: 0.881076 loss_giou_aux_dn: 2.789704 loss: 18.461177 eta: 40 days, 4:14:39 batch_cost: 0.8006 data_cost: 0.0010 ips: 9.9921 images/s [07/20 19:12:24] ppdet.engine INFO: Epoch: [2] [14600/54024] learning_rate: 0.000100 loss_class: 0.683130 loss_bbox: 0.138561 loss_giou: 0.569993 loss_class_aux: 4.320659 loss_bbox_aux: 0.889425 loss_giou_aux: 3.527206 loss_class_dn: 0.377509 loss_bbox_dn: 0.140726 loss_giou_dn: 0.480589 loss_class_aux_dn: 2.039525 loss_bbox_aux_dn: 0.829490 loss_giou_aux_dn: 2.661014 loss: 16.186500 eta: 40 days, 4:10:21 batch_cost: 0.8672 data_cost: 0.0015 ips: 9.2254 images/s [07/20 19:14:01] ppdet.engine INFO: Epoch: [2] [14700/54024] learning_rate: 0.000100 loss_class: 0.745123 loss_bbox: 0.126757 loss_giou: 0.583827 loss_class_aux: 4.670822 loss_bbox_aux: 0.821686 loss_giou_aux: 3.623076 loss_class_dn: 0.369781 loss_bbox_dn: 0.140061 loss_giou_dn: 0.482252 loss_class_aux_dn: 1.978567 loss_bbox_aux_dn: 0.802123 loss_giou_aux_dn: 2.645920 loss: 16.956953 eta: 40 days, 4:08:55 batch_cost: 0.9235 data_cost: 0.0422 ips: 8.6624 images/s [07/20 19:15:35] ppdet.engine INFO: Epoch: [2] [14800/54024] learning_rate: 0.000100 loss_class: 0.703799 loss_bbox: 0.131427 loss_giou: 0.538748 loss_class_aux: 4.415635 loss_bbox_aux: 0.856590 loss_giou_aux: 3.375204 loss_class_dn: 0.356496 loss_bbox_dn: 0.144359 loss_giou_dn: 0.440858 loss_class_aux_dn: 1.905848 loss_bbox_aux_dn: 0.848107 loss_giou_aux_dn: 2.461198 loss: 15.950633 eta: 40 days, 4:06:00 batch_cost: 0.8945 data_cost: 0.0473 ips: 8.9435 images/s [07/20 19:17:08] ppdet.engine INFO: Epoch: [2] [14900/54024] learning_rate: 0.000100 loss_class: 0.709294 loss_bbox: 0.132704 loss_giou: 0.519647 loss_class_aux: 4.389839 loss_bbox_aux: 0.860546 loss_giou_aux: 3.376553 loss_class_dn: 0.370196 loss_bbox_dn: 0.141751 loss_giou_dn: 0.470248 loss_class_aux_dn: 1.964334 loss_bbox_aux_dn: 0.843624 loss_giou_aux_dn: 2.540225 loss: 17.033025 eta: 40 days, 4:02:22 batch_cost: 0.8803 data_cost: 0.0193 ips: 9.0880 images/s [07/20 19:18:33] ppdet.engine INFO: Epoch: [2] [15000/54024] learning_rate: 0.000100 loss_class: 0.708816 loss_bbox: 0.125450 loss_giou: 0.528721 loss_class_aux: 4.380975 loss_bbox_aux: 0.805468 loss_giou_aux: 3.347673 loss_class_dn: 0.356173 loss_bbox_dn: 0.132079 loss_giou_dn: 0.450697 loss_class_aux_dn: 1.905909 loss_bbox_aux_dn: 0.768960 loss_giou_aux_dn: 2.436372 loss: 15.987620 eta: 40 days, 3:54:44 batch_cost: 0.8016 data_cost: 0.0010 ips: 9.9801 images/s [07/20 19:20:08] ppdet.engine INFO: Epoch: [2] [15100/54024] learning_rate: 0.000100 loss_class: 0.719393 loss_bbox: 0.126251 loss_giou: 0.524455 loss_class_aux: 4.451998 loss_bbox_aux: 0.815544 loss_giou_aux: 3.323877 loss_class_dn: 0.367333 loss_bbox_dn: 0.132398 loss_giou_dn: 0.440894 loss_class_aux_dn: 1.962028 loss_bbox_aux_dn: 0.771879 loss_giou_aux_dn: 2.467931 loss: 16.876731 eta: 40 days, 3:52:33 batch_cost: 0.9086 data_cost: 0.0011 ips: 8.8044 images/s [07/20 19:21:57] ppdet.engine INFO: Epoch: [2] [15200/54024] learning_rate: 0.000100 loss_class: 0.736262 loss_bbox: 0.131078 loss_giou: 0.587432 loss_class_aux: 4.562456 loss_bbox_aux: 0.844295 loss_giou_aux: 3.604871 loss_class_dn: 0.380117 loss_bbox_dn: 0.143187 loss_giou_dn: 0.467455 loss_class_aux_dn: 2.019520 loss_bbox_aux_dn: 0.827090 loss_giou_aux_dn: 2.562026 loss: 17.062287 eta: 40 days, 3:57:40 batch_cost: 1.0518 data_cost: 0.1130 ips: 7.6058 images/s [07/20 19:23:35] ppdet.engine INFO: Epoch: [2] [15300/54024] learning_rate: 0.000100 loss_class: 0.738075 loss_bbox: 0.128692 loss_giou: 0.526266 loss_class_aux: 4.594350 loss_bbox_aux: 0.822535 loss_giou_aux: 3.336290 loss_class_dn: 0.374558 loss_bbox_dn: 0.138406 loss_giou_dn: 0.459182 loss_class_aux_dn: 1.996540 loss_bbox_aux_dn: 0.851723 loss_giou_aux_dn: 2.567600 loss: 16.524310 eta: 40 days, 3:56:44 batch_cost: 0.9333 data_cost: 0.0137 ips: 8.5716 images/s [07/20 19:25:03] ppdet.engine INFO: Epoch: [2] [15400/54024] learning_rate: 0.000100 loss_class: 0.744739 loss_bbox: 0.126334 loss_giou: 0.567478 loss_class_aux: 4.640410 loss_bbox_aux: 0.822224 loss_giou_aux: 3.582582 loss_class_dn: 0.374086 loss_bbox_dn: 0.135876 loss_giou_dn: 0.513396 loss_class_aux_dn: 1.996115 loss_bbox_aux_dn: 0.806146 loss_giou_aux_dn: 2.814440 loss: 17.238997 eta: 40 days, 3:51:01 batch_cost: 0.8391 data_cost: 0.0403 ips: 9.5342 images/s [07/20 19:26:45] ppdet.engine INFO: Epoch: [2] [15500/54024] learning_rate: 0.000100 loss_class: 0.734954 loss_bbox: 0.141431 loss_giou: 0.529274 loss_class_aux: 4.623564 loss_bbox_aux: 0.934297 loss_giou_aux: 3.330741 loss_class_dn: 0.370871 loss_bbox_dn: 0.144289 loss_giou_dn: 0.455958 loss_class_aux_dn: 1.975042 loss_bbox_aux_dn: 0.864711 loss_giou_aux_dn: 2.512597 loss: 16.905106 eta: 40 days, 3:52:11 batch_cost: 0.9746 data_cost: 0.0012 ips: 8.2084 images/s [07/20 19:28:30] ppdet.engine INFO: Epoch: [2] [15600/54024] learning_rate: 0.000100 loss_class: 0.723881 loss_bbox: 0.132941 loss_giou: 0.537995 loss_class_aux: 4.522483 loss_bbox_aux: 0.881539 loss_giou_aux: 3.340719 loss_class_dn: 0.364571 loss_bbox_dn: 0.136287 loss_giou_dn: 0.460957 loss_class_aux_dn: 1.980971 loss_bbox_aux_dn: 0.784587 loss_giou_aux_dn: 2.525522 loss: 16.862238 eta: 40 days, 3:54:47 batch_cost: 1.0028 data_cost: 0.0010 ips: 7.9776 images/s [07/20 19:29:58] ppdet.engine INFO: Epoch: [2] [15700/54024] learning_rate: 0.000100 loss_class: 0.691568 loss_bbox: 0.135271 loss_giou: 0.574704 loss_class_aux: 4.335984 loss_bbox_aux: 0.887676 loss_giou_aux: 3.587970 loss_class_dn: 0.376773 loss_bbox_dn: 0.131925 loss_giou_dn: 0.490790 loss_class_aux_dn: 2.022418 loss_bbox_aux_dn: 0.786096 loss_giou_aux_dn: 2.708399 loss: 17.182416 eta: 40 days, 3:49:15 batch_cost: 0.8426 data_cost: 0.0010 ips: 9.4944 images/s [07/20 19:31:32] ppdet.engine INFO: Epoch: [2] [15800/54024] learning_rate: 0.000100 loss_class: 0.719243 loss_bbox: 0.133669 loss_giou: 0.563804 loss_class_aux: 4.503073 loss_bbox_aux: 0.869644 loss_giou_aux: 3.574195 loss_class_dn: 0.360537 loss_bbox_dn: 0.136725 loss_giou_dn: 0.471926 loss_class_aux_dn: 1.948853 loss_bbox_aux_dn: 0.829660 loss_giou_aux_dn: 2.576039 loss: 16.497517 eta: 40 days, 3:46:08 batch_cost: 0.8901 data_cost: 0.0010 ips: 8.9876 images/s [07/20 19:32:59] ppdet.engine INFO: Epoch: [2] [15900/54024] learning_rate: 0.000100 loss_class: 0.727239 loss_bbox: 0.128587 loss_giou: 0.571564 loss_class_aux: 4.504258 loss_bbox_aux: 0.836556 loss_giou_aux: 3.583676 loss_class_dn: 0.386533 loss_bbox_dn: 0.130199 loss_giou_dn: 0.493225 loss_class_aux_dn: 2.030357 loss_bbox_aux_dn: 0.792034 loss_giou_aux_dn: 2.675651 loss: 17.186507 eta: 40 days, 3:39:53 batch_cost: 0.8281 data_cost: 0.0009 ips: 9.6606 images/s [07/20 19:34:23] ppdet.engine INFO: Epoch: [2] [16000/54024] learning_rate: 0.000100 loss_class: 0.737503 loss_bbox: 0.129603 loss_giou: 0.530652 loss_class_aux: 4.559244 loss_bbox_aux: 0.855428 loss_giou_aux: 3.273351 loss_class_dn: 0.362969 loss_bbox_dn: 0.136316 loss_giou_dn: 0.452283 loss_class_aux_dn: 1.951809 loss_bbox_aux_dn: 0.785917 loss_giou_aux_dn: 2.460621 loss: 16.246030 eta: 40 days, 3:32:04 batch_cost: 0.7970 data_cost: 0.0010 ips: 10.0382 images/s [07/20 19:35:50] ppdet.engine INFO: Epoch: [2] [16100/54024] learning_rate: 0.000100 loss_class: 0.705437 loss_bbox: 0.136640 loss_giou: 0.518916 loss_class_aux: 4.433881 loss_bbox_aux: 0.874734 loss_giou_aux: 3.248105 loss_class_dn: 0.353648 loss_bbox_dn: 0.144106 loss_giou_dn: 0.451976 loss_class_aux_dn: 1.919466 loss_bbox_aux_dn: 0.843871 loss_giou_aux_dn: 2.484149 loss: 16.321901 eta: 40 days, 3:25:19 batch_cost: 0.8180 data_cost: 0.0010 ips: 9.7803 images/s [07/20 19:37:21] ppdet.engine INFO: Epoch: [2] [16200/54024] learning_rate: 0.000100 loss_class: 0.742342 loss_bbox: 0.135570 loss_giou: 0.542548 loss_class_aux: 4.615915 loss_bbox_aux: 0.920639 loss_giou_aux: 3.398616 loss_class_dn: 0.384997 loss_bbox_dn: 0.143154 loss_giou_dn: 0.469826 loss_class_aux_dn: 2.054143 loss_bbox_aux_dn: 0.829305 loss_giou_aux_dn: 2.587965 loss: 17.263859 eta: 40 days, 3:21:18 batch_cost: 0.8720 data_cost: 0.0429 ips: 9.1747 images/s [07/20 19:38:52] ppdet.engine INFO: Epoch: [2] [16300/54024] learning_rate: 0.000100 loss_class: 0.782080 loss_bbox: 0.132092 loss_giou: 0.570453 loss_class_aux: 4.789060 loss_bbox_aux: 0.880273 loss_giou_aux: 3.616708 loss_class_dn: 0.392675 loss_bbox_dn: 0.141125 loss_giou_dn: 0.485116 loss_class_aux_dn: 2.111671 loss_bbox_aux_dn: 0.865690 loss_giou_aux_dn: 2.658351 loss: 17.913040 eta: 40 days, 3:16:59 batch_cost: 0.8661 data_cost: 0.0334 ips: 9.2370 images/s [07/20 19:40:30] ppdet.engine INFO: Epoch: [2] [16400/54024] learning_rate: 0.000100 loss_class: 0.672641 loss_bbox: 0.123951 loss_giou: 0.489829 loss_class_aux: 4.218460 loss_bbox_aux: 0.814689 loss_giou_aux: 3.105063 loss_class_dn: 0.373725 loss_bbox_dn: 0.136807 loss_giou_dn: 0.443500 loss_class_aux_dn: 1.982994 loss_bbox_aux_dn: 0.804133 loss_giou_aux_dn: 2.473055 loss: 16.211398 eta: 40 days, 3:16:17 batch_cost: 0.9373 data_cost: 0.0009 ips: 8.5351 images/s [07/20 19:41:56] ppdet.engine INFO: Epoch: [2] [16500/54024] learning_rate: 0.000100 loss_class: 0.750428 loss_bbox: 0.133678 loss_giou: 0.580136 loss_class_aux: 4.682132 loss_bbox_aux: 0.869849 loss_giou_aux: 3.662834 loss_class_dn: 0.398809 loss_bbox_dn: 0.151347 loss_giou_dn: 0.512026 loss_class_aux_dn: 2.139775 loss_bbox_aux_dn: 0.878251 loss_giou_aux_dn: 2.783978 loss: 18.068143 eta: 40 days, 3:09:28 batch_cost: 0.8163 data_cost: 0.0010 ips: 9.8007 images/s [07/20 19:43:25] ppdet.engine INFO: Epoch: [2] [16600/54024] learning_rate: 0.000100 loss_class: 0.757275 loss_bbox: 0.132358 loss_giou: 0.561904 loss_class_aux: 4.647645 loss_bbox_aux: 0.845024 loss_giou_aux: 3.553238 loss_class_dn: 0.369236 loss_bbox_dn: 0.142308 loss_giou_dn: 0.473121 loss_class_aux_dn: 1.995119 loss_bbox_aux_dn: 0.818861 loss_giou_aux_dn: 2.595801 loss: 16.785213 eta: 40 days, 3:04:19 batch_cost: 0.8493 data_cost: 0.0021 ips: 9.4195 images/s [07/20 19:45:07] ppdet.engine INFO: Epoch: [2] [16700/54024] learning_rate: 0.000100 loss_class: 0.748585 loss_bbox: 0.128781 loss_giou: 0.545726 loss_class_aux: 4.655794 loss_bbox_aux: 0.845296 loss_giou_aux: 3.391127 loss_class_dn: 0.388226 loss_bbox_dn: 0.140176 loss_giou_dn: 0.462685 loss_class_aux_dn: 2.045595 loss_bbox_aux_dn: 0.825118 loss_giou_aux_dn: 2.560841 loss: 17.093153 eta: 40 days, 3:05:01 batch_cost: 0.9652 data_cost: 0.0011 ips: 8.2883 images/s [07/20 19:46:44] ppdet.engine INFO: Epoch: [2] [16800/54024] learning_rate: 0.000100 loss_class: 0.740523 loss_bbox: 0.131000 loss_giou: 0.575340 loss_class_aux: 4.532768 loss_bbox_aux: 0.866238 loss_giou_aux: 3.579882 loss_class_dn: 0.365702 loss_bbox_dn: 0.140235 loss_giou_dn: 0.459488 loss_class_aux_dn: 1.949501 loss_bbox_aux_dn: 0.822380 loss_giou_aux_dn: 2.554652 loss: 16.097017 eta: 40 days, 3:03:39 batch_cost: 0.9243 data_cost: 0.0009 ips: 8.6555 images/s [07/20 19:48:14] ppdet.engine INFO: Epoch: [2] [16900/54024] learning_rate: 0.000100 loss_class: 0.719843 loss_bbox: 0.132925 loss_giou: 0.566015 loss_class_aux: 4.453430 loss_bbox_aux: 0.861462 loss_giou_aux: 3.522966 loss_class_dn: 0.374840 loss_bbox_dn: 0.131225 loss_giou_dn: 0.468725 loss_class_aux_dn: 1.981703 loss_bbox_aux_dn: 0.762615 loss_giou_aux_dn: 2.571845 loss: 17.010371 eta: 40 days, 2:59:09 batch_cost: 0.8618 data_cost: 0.0656 ips: 9.2833 images/s [07/20 19:49:58] ppdet.engine INFO: Epoch: [2] [17000/54024] learning_rate: 0.000100 loss_class: 0.714751 loss_bbox: 0.137235 loss_giou: 0.563423 loss_class_aux: 4.474243 loss_bbox_aux: 0.876875 loss_giou_aux: 3.507019 loss_class_dn: 0.377917 loss_bbox_dn: 0.141363 loss_giou_dn: 0.467545 loss_class_aux_dn: 2.034279 loss_bbox_aux_dn: 0.833632 loss_giou_aux_dn: 2.639213 loss: 16.999319 eta: 40 days, 3:01:13 batch_cost: 0.9924 data_cost: 0.0009 ips: 8.0610 images/s [07/20 19:51:27] ppdet.engine INFO: Epoch: [2] [17100/54024] learning_rate: 0.000100 loss_class: 0.739421 loss_bbox: 0.136080 loss_giou: 0.573382 loss_class_aux: 4.589084 loss_bbox_aux: 0.889337 loss_giou_aux: 3.515911 loss_class_dn: 0.388517 loss_bbox_dn: 0.140417 loss_giou_dn: 0.478612 loss_class_aux_dn: 2.081387 loss_bbox_aux_dn: 0.804472 loss_giou_aux_dn: 2.670191 loss: 17.045946 eta: 40 days, 2:55:57 batch_cost: 0.8465 data_cost: 0.0011 ips: 9.4504 images/s [07/20 19:52:53] ppdet.engine INFO: Epoch: [2] [17200/54024] learning_rate: 0.000100 loss_class: 0.734522 loss_bbox: 0.131054 loss_giou: 0.541985 loss_class_aux: 4.662040 loss_bbox_aux: 0.843709 loss_giou_aux: 3.415477 loss_class_dn: 0.375500 loss_bbox_dn: 0.149140 loss_giou_dn: 0.452899 loss_class_aux_dn: 2.002394 loss_bbox_aux_dn: 0.840486 loss_giou_aux_dn: 2.536578 loss: 16.681674 eta: 40 days, 2:49:16 batch_cost: 0.8181 data_cost: 0.0113 ips: 9.7788 images/s [07/20 19:54:29] ppdet.engine INFO: Epoch: [2] [17300/54024] learning_rate: 0.000100 loss_class: 0.717930 loss_bbox: 0.132871 loss_giou: 0.468543 loss_class_aux: 4.492026 loss_bbox_aux: 0.858607 loss_giou_aux: 2.936849 loss_class_dn: 0.350385 loss_bbox_dn: 0.142110 loss_giou_dn: 0.410183 loss_class_aux_dn: 1.880649 loss_bbox_aux_dn: 0.839748 loss_giou_aux_dn: 2.259887 loss: 15.458369 eta: 40 days, 2:47:26 batch_cost: 0.9146 data_cost: 0.0010 ips: 8.7468 images/s [07/20 19:56:07] ppdet.engine INFO: Epoch: [2] [17400/54024] learning_rate: 0.000100 loss_class: 0.754475 loss_bbox: 0.137965 loss_giou: 0.577620 loss_class_aux: 4.737761 loss_bbox_aux: 0.889757 loss_giou_aux: 3.604876 loss_class_dn: 0.377135 loss_bbox_dn: 0.137507 loss_giou_dn: 0.490252 loss_class_aux_dn: 2.053803 loss_bbox_aux_dn: 0.804304 loss_giou_aux_dn: 2.671749 loss: 17.401783 eta: 40 days, 2:46:52 batch_cost: 0.9404 data_cost: 0.0064 ips: 8.5072 images/s [07/20 19:57:37] ppdet.engine INFO: Epoch: [2] [17500/54024] learning_rate: 0.000100 loss_class: 0.752610 loss_bbox: 0.127065 loss_giou: 0.549898 loss_class_aux: 4.673393 loss_bbox_aux: 0.851090 loss_giou_aux: 3.413809 loss_class_dn: 0.368382 loss_bbox_dn: 0.135938 loss_giou_dn: 0.477779 loss_class_aux_dn: 1.981362 loss_bbox_aux_dn: 0.804767 loss_giou_aux_dn: 2.587189 loss: 16.546122 eta: 40 days, 2:42:00 batch_cost: 0.8539 data_cost: 0.0010 ips: 9.3686 images/s [07/20 19:59:07] ppdet.engine INFO: Epoch: [2] [17600/54024] learning_rate: 0.000100 loss_class: 0.719899 loss_bbox: 0.134375 loss_giou: 0.554758 loss_class_aux: 4.494033 loss_bbox_aux: 0.884769 loss_giou_aux: 3.474842 loss_class_dn: 0.371234 loss_bbox_dn: 0.135362 loss_giou_dn: 0.463896 loss_class_aux_dn: 1.997072 loss_bbox_aux_dn: 0.808642 loss_giou_aux_dn: 2.565148 loss: 16.722170 eta: 40 days, 2:37:08 batch_cost: 0.8540 data_cost: 0.0010 ips: 9.3681 images/s [07/20 20:00:38] ppdet.engine INFO: Epoch: [2] [17700/54024] learning_rate: 0.000100 loss_class: 0.703874 loss_bbox: 0.125067 loss_giou: 0.577128 loss_class_aux: 4.390022 loss_bbox_aux: 0.815109 loss_giou_aux: 3.619103 loss_class_dn: 0.374287 loss_bbox_dn: 0.137205 loss_giou_dn: 0.484403 loss_class_aux_dn: 1.982896 loss_bbox_aux_dn: 0.819637 loss_giou_aux_dn: 2.638918 loss: 17.019432 eta: 40 days, 2:33:03 batch_cost: 0.8695 data_cost: 0.0210 ips: 9.2005 images/s [07/20 20:02:11] ppdet.engine INFO: Epoch: [2] [17800/54024] learning_rate: 0.000100 loss_class: 0.715903 loss_bbox: 0.141633 loss_giou: 0.546106 loss_class_aux: 4.428616 loss_bbox_aux: 0.890073 loss_giou_aux: 3.384298 loss_class_dn: 0.369640 loss_bbox_dn: 0.146346 loss_giou_dn: 0.473490 loss_class_aux_dn: 1.951496 loss_bbox_aux_dn: 0.881139 loss_giou_aux_dn: 2.624805 loss: 16.938986 eta: 40 days, 2:29:46 batch_cost: 0.8858 data_cost: 0.0011 ips: 9.0315 images/s [07/20 20:03:35] ppdet.engine INFO: Epoch: [2] [17900/54024] learning_rate: 0.000100 loss_class: 0.738300 loss_bbox: 0.139601 loss_giou: 0.589607 loss_class_aux: 4.498442 loss_bbox_aux: 0.888528 loss_giou_aux: 3.676809 loss_class_dn: 0.383446 loss_bbox_dn: 0.132499 loss_giou_dn: 0.496855 loss_class_aux_dn: 2.040525 loss_bbox_aux_dn: 0.810460 loss_giou_aux_dn: 2.765825 loss: 17.699522 eta: 40 days, 2:22:15 batch_cost: 0.8004 data_cost: 0.0128 ips: 9.9946 images/s [07/20 20:05:05] ppdet.engine INFO: Epoch: [2] [18000/54024] learning_rate: 0.000100 loss_class: 0.781589 loss_bbox: 0.129873 loss_giou: 0.601546 loss_class_aux: 4.841772 loss_bbox_aux: 0.863442 loss_giou_aux: 3.700428 loss_class_dn: 0.392229 loss_bbox_dn: 0.137436 loss_giou_dn: 0.496027 loss_class_aux_dn: 2.092430 loss_bbox_aux_dn: 0.781858 loss_giou_aux_dn: 2.738295 loss: 17.903284 eta: 40 days, 2:17:10 batch_cost: 0.8492 data_cost: 0.0209 ips: 9.4208 images/s [07/20 20:06:33] ppdet.engine INFO: Epoch: [2] [18100/54024] learning_rate: 0.000100 loss_class: 0.729050 loss_bbox: 0.134252 loss_giou: 0.575313 loss_class_aux: 4.531571 loss_bbox_aux: 0.886540 loss_giou_aux: 3.615428 loss_class_dn: 0.379251 loss_bbox_dn: 0.141875 loss_giou_dn: 0.483077 loss_class_aux_dn: 2.018853 loss_bbox_aux_dn: 0.826953 loss_giou_aux_dn: 2.665773 loss: 17.255013 eta: 40 days, 2:11:41 batch_cost: 0.8410 data_cost: 0.0050 ips: 9.5126 images/s [07/20 20:08:23] ppdet.engine INFO: Epoch: [2] [18200/54024] learning_rate: 0.000100 loss_class: 0.688206 loss_bbox: 0.126017 loss_giou: 0.515955 loss_class_aux: 4.358027 loss_bbox_aux: 0.837171 loss_giou_aux: 3.257271 loss_class_dn: 0.352530 loss_bbox_dn: 0.133548 loss_giou_dn: 0.428188 loss_class_aux_dn: 1.895785 loss_bbox_aux_dn: 0.787531 loss_giou_aux_dn: 2.380143 loss: 15.490458 eta: 40 days, 2:17:02 batch_cost: 1.0588 data_cost: 0.0012 ips: 7.5558 images/s [07/20 20:09:48] ppdet.engine INFO: Epoch: [2] [18300/54024] learning_rate: 0.000100 loss_class: 0.754786 loss_bbox: 0.138565 loss_giou: 0.616489 loss_class_aux: 4.713129 loss_bbox_aux: 0.874404 loss_giou_aux: 3.835156 loss_class_dn: 0.386386 loss_bbox_dn: 0.138699 loss_giou_dn: 0.504824 loss_class_aux_dn: 2.085875 loss_bbox_aux_dn: 0.804481 loss_giou_aux_dn: 2.800242 loss: 17.845676 eta: 40 days, 2:09:28 batch_cost: 0.7992 data_cost: 0.0009 ips: 10.0105 images/s [07/20 20:11:18] ppdet.engine INFO: Epoch: [2] [18400/54024] learning_rate: 0.000100 loss_class: 0.727106 loss_bbox: 0.131891 loss_giou: 0.518979 loss_class_aux: 4.578895 loss_bbox_aux: 0.871625 loss_giou_aux: 3.301664 loss_class_dn: 0.361417 loss_bbox_dn: 0.145152 loss_giou_dn: 0.471680 loss_class_aux_dn: 1.960562 loss_bbox_aux_dn: 0.862861 loss_giou_aux_dn: 2.622120 loss: 16.890820 eta: 40 days, 2:04:55 batch_cost: 0.8595 data_cost: 0.0010 ips: 9.3077 images/s [07/20 20:12:56] ppdet.engine INFO: Epoch: [2] [18500/54024] learning_rate: 0.000100 loss_class: 0.715222 loss_bbox: 0.123400 loss_giou: 0.543251 loss_class_aux: 4.471115 loss_bbox_aux: 0.797724 loss_giou_aux: 3.363829 loss_class_dn: 0.353973 loss_bbox_dn: 0.137370 loss_giou_dn: 0.439986 loss_class_aux_dn: 1.885012 loss_bbox_aux_dn: 0.796594 loss_giou_aux_dn: 2.397809 loss: 16.366329 eta: 40 days, 2:04:19 batch_cost: 0.9391 data_cost: 0.0010 ips: 8.5191 images/s [07/20 20:14:31] ppdet.engine INFO: Epoch: [2] [18600/54024] learning_rate: 0.000100 loss_class: 0.741528 loss_bbox: 0.141494 loss_giou: 0.596113 loss_class_aux: 4.553894 loss_bbox_aux: 0.905091 loss_giou_aux: 3.751668 loss_class_dn: 0.389622 loss_bbox_dn: 0.137853 loss_giou_dn: 0.512331 loss_class_aux_dn: 2.078434 loss_bbox_aux_dn: 0.824405 loss_giou_aux_dn: 2.816310 loss: 17.634080 eta: 40 days, 2:02:08 batch_cost: 0.9074 data_cost: 0.0547 ips: 8.8168 images/s [07/20 20:15:57] ppdet.engine INFO: Epoch: [2] [18700/54024] learning_rate: 0.000100 loss_class: 0.702078 loss_bbox: 0.122786 loss_giou: 0.509467 loss_class_aux: 4.413239 loss_bbox_aux: 0.781784 loss_giou_aux: 3.203805 loss_class_dn: 0.365552 loss_bbox_dn: 0.137174 loss_giou_dn: 0.432306 loss_class_aux_dn: 1.936986 loss_bbox_aux_dn: 0.808463 loss_giou_aux_dn: 2.369062 loss: 15.685744 eta: 40 days, 1:55:33 batch_cost: 0.8182 data_cost: 0.0010 ips: 9.7778 images/s [07/20 20:17:43] ppdet.engine INFO: Epoch: [2] [18800/54024] learning_rate: 0.000100 loss_class: 0.663589 loss_bbox: 0.131181 loss_giou: 0.557787 loss_class_aux: 4.151145 loss_bbox_aux: 0.836589 loss_giou_aux: 3.432283 loss_class_dn: 0.353159 loss_bbox_dn: 0.130612 loss_giou_dn: 0.466774 loss_class_aux_dn: 1.868334 loss_bbox_aux_dn: 0.767460 loss_giou_aux_dn: 2.537694 loss: 16.146811 eta: 40 days, 1:58:34 batch_cost: 1.0123 data_cost: 0.0009 ips: 7.9031 images/s [07/20 20:19:22] ppdet.engine INFO: Epoch: [2] [18900/54024] learning_rate: 0.000100 loss_class: 0.704847 loss_bbox: 0.134725 loss_giou: 0.608511 loss_class_aux: 4.455445 loss_bbox_aux: 0.898284 loss_giou_aux: 3.812424 loss_class_dn: 0.380808 loss_bbox_dn: 0.145726 loss_giou_dn: 0.495164 loss_class_aux_dn: 2.051470 loss_bbox_aux_dn: 0.869923 loss_giou_aux_dn: 2.670264 loss: 17.855546 eta: 40 days, 1:58:14 batch_cost: 0.9446 data_cost: 0.0753 ips: 8.4688 images/s [07/20 20:21:03] ppdet.engine INFO: Epoch: [2] [19000/54024] learning_rate: 0.000100 loss_class: 0.694329 loss_bbox: 0.134151 loss_giou: 0.532092 loss_class_aux: 4.251253 loss_bbox_aux: 0.858680 loss_giou_aux: 3.351941 loss_class_dn: 0.357748 loss_bbox_dn: 0.138298 loss_giou_dn: 0.460306 loss_class_aux_dn: 1.888885 loss_bbox_aux_dn: 0.807952 loss_giou_aux_dn: 2.540106 loss: 16.297681 eta: 40 days, 1:58:58 batch_cost: 0.9663 data_cost: 0.0110 ips: 8.2787 images/s [07/20 20:22:45] ppdet.engine INFO: Epoch: [2] [19100/54024] learning_rate: 0.000100 loss_class: 0.699432 loss_bbox: 0.134311 loss_giou: 0.583498 loss_class_aux: 4.284347 loss_bbox_aux: 0.871249 loss_giou_aux: 3.652658 loss_class_dn: 0.373876 loss_bbox_dn: 0.129799 loss_giou_dn: 0.465707 loss_class_aux_dn: 1.997474 loss_bbox_aux_dn: 0.782341 loss_giou_aux_dn: 2.572451 loss: 17.347013 eta: 40 days, 2:00:05 batch_cost: 0.9742 data_cost: 0.0092 ips: 8.2116 images/s [07/20 20:24:23] ppdet.engine INFO: Epoch: [2] [19200/54024] learning_rate: 0.000100 loss_class: 0.728025 loss_bbox: 0.131095 loss_giou: 0.573473 loss_class_aux: 4.560961 loss_bbox_aux: 0.846966 loss_giou_aux: 3.590031 loss_class_dn: 0.370733 loss_bbox_dn: 0.128303 loss_giou_dn: 0.460716 loss_class_aux_dn: 1.967564 loss_bbox_aux_dn: 0.751969 loss_giou_aux_dn: 2.550812 loss: 16.915757 eta: 40 days, 1:59:37 batch_cost: 0.9421 data_cost: 0.0011 ips: 8.4914 images/s [07/20 20:26:16] ppdet.engine INFO: Epoch: [2] [19300/54024] learning_rate: 0.000100 loss_class: 0.712153 loss_bbox: 0.128028 loss_giou: 0.586486 loss_class_aux: 4.525325 loss_bbox_aux: 0.857023 loss_giou_aux: 3.724103 loss_class_dn: 0.376532 loss_bbox_dn: 0.136016 loss_giou_dn: 0.471371 loss_class_aux_dn: 2.000891 loss_bbox_aux_dn: 0.801647 loss_giou_aux_dn: 2.589408 loss: 16.838548 eta: 40 days, 2:06:14 batch_cost: 1.0857 data_cost: 0.0011 ips: 7.3683 images/s [07/20 20:27:44] ppdet.engine INFO: Epoch: [2] [19400/54024] learning_rate: 0.000100 loss_class: 0.747262 loss_bbox: 0.141784 loss_giou: 0.545886 loss_class_aux: 4.671425 loss_bbox_aux: 0.905421 loss_giou_aux: 3.421112 loss_class_dn: 0.372200 loss_bbox_dn: 0.149770 loss_giou_dn: 0.460898 loss_class_aux_dn: 1.994346 loss_bbox_aux_dn: 0.883098 loss_giou_aux_dn: 2.510331 loss: 17.226164 eta: 40 days, 2:00:11 batch_cost: 0.8291 data_cost: 0.0010 ips: 9.6490 images/s [07/20 20:29:19] ppdet.engine INFO: Epoch: [2] [19500/54024] learning_rate: 0.000100 loss_class: 0.730198 loss_bbox: 0.136420 loss_giou: 0.605450 loss_class_aux: 4.567166 loss_bbox_aux: 0.877371 loss_giou_aux: 3.763440 loss_class_dn: 0.385114 loss_bbox_dn: 0.135725 loss_giou_dn: 0.503931 loss_class_aux_dn: 2.042824 loss_bbox_aux_dn: 0.803398 loss_giou_aux_dn: 2.772348 loss: 17.937827 eta: 40 days, 1:58:24 batch_cost: 0.9151 data_cost: 0.0802 ips: 8.7418 images/s [07/20 20:30:45] ppdet.engine INFO: Epoch: [2] [19600/54024] learning_rate: 0.000100 loss_class: 0.711621 loss_bbox: 0.130150 loss_giou: 0.523717 loss_class_aux: 4.430969 loss_bbox_aux: 0.845462 loss_giou_aux: 3.257773 loss_class_dn: 0.360756 loss_bbox_dn: 0.143813 loss_giou_dn: 0.445187 loss_class_aux_dn: 1.941450 loss_bbox_aux_dn: 0.837238 loss_giou_aux_dn: 2.469604 loss: 16.469255 eta: 40 days, 1:51:44 batch_cost: 0.8162 data_cost: 0.0143 ips: 9.8013 images/s [07/20 20:32:20] ppdet.engine INFO: Epoch: [2] [19700/54024] learning_rate: 0.000100 loss_class: 0.701863 loss_bbox: 0.126332 loss_giou: 0.529822 loss_class_aux: 4.359516 loss_bbox_aux: 0.810842 loss_giou_aux: 3.286809 loss_class_dn: 0.355023 loss_bbox_dn: 0.127222 loss_giou_dn: 0.443993 loss_class_aux_dn: 1.909460 loss_bbox_aux_dn: 0.746697 loss_giou_aux_dn: 2.470137 loss: 16.437284 eta: 40 days, 1:49:12 batch_cost: 0.8999 data_cost: 0.0010 ips: 8.8896 images/s [07/20 20:33:46] ppdet.engine INFO: Epoch: [2] [19800/54024] learning_rate: 0.000100 loss_class: 0.698725 loss_bbox: 0.131014 loss_giou: 0.522304 loss_class_aux: 4.397549 loss_bbox_aux: 0.825145 loss_giou_aux: 3.192865 loss_class_dn: 0.356321 loss_bbox_dn: 0.145480 loss_giou_dn: 0.439601 loss_class_aux_dn: 1.913257 loss_bbox_aux_dn: 0.837860 loss_giou_aux_dn: 2.400313 loss: 15.640554 eta: 40 days, 1:42:36 batch_cost: 0.8171 data_cost: 0.0009 ips: 9.7903 images/s [07/20 20:35:15] ppdet.engine INFO: Epoch: [2] [19900/54024] learning_rate: 0.000100 loss_class: 0.721160 loss_bbox: 0.127019 loss_giou: 0.535696 loss_class_aux: 4.559788 loss_bbox_aux: 0.865626 loss_giou_aux: 3.371375 loss_class_dn: 0.381264 loss_bbox_dn: 0.141425 loss_giou_dn: 0.458134 loss_class_aux_dn: 2.054366 loss_bbox_aux_dn: 0.824100 loss_giou_aux_dn: 2.603316 loss: 16.955814 eta: 40 days, 1:37:30 batch_cost: 0.8476 data_cost: 0.0010 ips: 9.4382 images/s [07/20 20:36:53] ppdet.engine INFO: Epoch: [2] [20000/54024] learning_rate: 0.000100 loss_class: 0.730310 loss_bbox: 0.131464 loss_giou: 0.588882 loss_class_aux: 4.618296 loss_bbox_aux: 0.847684 loss_giou_aux: 3.683589 loss_class_dn: 0.391899 loss_bbox_dn: 0.138640 loss_giou_dn: 0.505675 loss_class_aux_dn: 2.081949 loss_bbox_aux_dn: 0.811781 loss_giou_aux_dn: 2.789992 loss: 17.425363 eta: 40 days, 1:36:56 batch_cost: 0.9401 data_cost: 0.0010 ips: 8.5098 images/s [07/20 20:38:28] ppdet.engine INFO: Epoch: [2] [20100/54024] learning_rate: 0.000100 loss_class: 0.735219 loss_bbox: 0.130322 loss_giou: 0.584482 loss_class_aux: 4.583061 loss_bbox_aux: 0.853116 loss_giou_aux: 3.700342 loss_class_dn: 0.394032 loss_bbox_dn: 0.129420 loss_giou_dn: 0.505025 loss_class_aux_dn: 2.131088 loss_bbox_aux_dn: 0.763330 loss_giou_aux_dn: 2.760928 loss: 17.800350 eta: 40 days, 1:34:25 batch_cost: 0.9002 data_cost: 0.0010 ips: 8.8867 images/s [07/20 20:39:58] ppdet.engine INFO: Epoch: [2] [20200/54024] learning_rate: 0.000100 loss_class: 0.723019 loss_bbox: 0.127692 loss_giou: 0.540456 loss_class_aux: 4.517691 loss_bbox_aux: 0.845632 loss_giou_aux: 3.384520 loss_class_dn: 0.375005 loss_bbox_dn: 0.137838 loss_giou_dn: 0.466749 loss_class_aux_dn: 2.038903 loss_bbox_aux_dn: 0.806533 loss_giou_aux_dn: 2.567758 loss: 16.296974 eta: 40 days, 1:30:01 batch_cost: 0.8615 data_cost: 0.0011 ips: 9.2861 images/s [07/20 20:41:37] ppdet.engine INFO: Epoch: [2] [20300/54024] learning_rate: 0.000100 loss_class: 0.729915 loss_bbox: 0.138128 loss_giou: 0.533219 loss_class_aux: 4.586545 loss_bbox_aux: 0.917616 loss_giou_aux: 3.328462 loss_class_dn: 0.360441 loss_bbox_dn: 0.150199 loss_giou_dn: 0.447206 loss_class_aux_dn: 1.928940 loss_bbox_aux_dn: 0.866504 loss_giou_aux_dn: 2.479149 loss: 16.460723 eta: 40 days, 1:29:33 batch_cost: 0.9422 data_cost: 0.0009 ips: 8.4907 images/s [07/20 20:43:09] ppdet.engine INFO: Epoch: [2] [20400/54024] learning_rate: 0.000100 loss_class: 0.695500 loss_bbox: 0.137196 loss_giou: 0.514551 loss_class_aux: 4.397573 loss_bbox_aux: 0.903136 loss_giou_aux: 3.243299 loss_class_dn: 0.358669 loss_bbox_dn: 0.147178 loss_giou_dn: 0.434039 loss_class_aux_dn: 1.929248 loss_bbox_aux_dn: 0.860485 loss_giou_aux_dn: 2.374568 loss: 16.313197 eta: 40 days, 1:25:54 batch_cost: 0.8766 data_cost: 0.0009 ips: 9.1261 images/s [07/20 20:44:35] ppdet.engine INFO: Epoch: [2] [20500/54024] learning_rate: 0.000100 loss_class: 0.764567 loss_bbox: 0.141507 loss_giou: 0.558446 loss_class_aux: 4.756591 loss_bbox_aux: 0.917912 loss_giou_aux: 3.479029 loss_class_dn: 0.390100 loss_bbox_dn: 0.135970 loss_giou_dn: 0.480072 loss_class_aux_dn: 2.066244 loss_bbox_aux_dn: 0.800454 loss_giou_aux_dn: 2.655318 loss: 17.283191 eta: 40 days, 1:19:29 batch_cost: 0.8203 data_cost: 0.0010 ips: 9.7528 images/s [07/20 20:46:01] ppdet.engine INFO: Epoch: [2] [20600/54024] learning_rate: 0.000100 loss_class: 0.699104 loss_bbox: 0.119351 loss_giou: 0.549200 loss_class_aux: 4.433424 loss_bbox_aux: 0.775471 loss_giou_aux: 3.427824 loss_class_dn: 0.357947 loss_bbox_dn: 0.129272 loss_giou_dn: 0.462813 loss_class_aux_dn: 1.916780 loss_bbox_aux_dn: 0.771508 loss_giou_aux_dn: 2.548289 loss: 16.730221 eta: 40 days, 1:13:04 batch_cost: 0.8199 data_cost: 0.0347 ips: 9.7576 images/s [07/20 20:47:39] ppdet.engine INFO: Epoch: [2] [20700/54024] learning_rate: 0.000100 loss_class: 0.727561 loss_bbox: 0.125735 loss_giou: 0.545321 loss_class_aux: 4.620564 loss_bbox_aux: 0.815298 loss_giou_aux: 3.352076 loss_class_dn: 0.370017 loss_bbox_dn: 0.136519 loss_giou_dn: 0.454679 loss_class_aux_dn: 1.987661 loss_bbox_aux_dn: 0.811402 loss_giou_aux_dn: 2.510974 loss: 16.445676 eta: 40 days, 1:12:04 batch_cost: 0.9311 data_cost: 0.0142 ips: 8.5919 images/s [07/20 20:49:11] ppdet.engine INFO: Epoch: [2] [20800/54024] learning_rate: 0.000100 loss_class: 0.714734 loss_bbox: 0.121105 loss_giou: 0.515355 loss_class_aux: 4.486871 loss_bbox_aux: 0.806392 loss_giou_aux: 3.225727 loss_class_dn: 0.358304 loss_bbox_dn: 0.126549 loss_giou_dn: 0.442506 loss_class_aux_dn: 1.938641 loss_bbox_aux_dn: 0.785069 loss_giou_aux_dn: 2.456540 loss: 15.957821 eta: 40 days, 1:08:16 batch_cost: 0.8732 data_cost: 0.0621 ips: 9.1616 images/s [07/20 20:50:37] ppdet.engine INFO: Epoch: [2] [20900/54024] learning_rate: 0.000100 loss_class: 0.734578 loss_bbox: 0.133810 loss_giou: 0.538292 loss_class_aux: 4.577137 loss_bbox_aux: 0.868178 loss_giou_aux: 3.360644 loss_class_dn: 0.393300 loss_bbox_dn: 0.147747 loss_giou_dn: 0.451068 loss_class_aux_dn: 2.062191 loss_bbox_aux_dn: 0.851920 loss_giou_aux_dn: 2.505979 loss: 17.598106 eta: 40 days, 1:01:53 batch_cost: 0.8203 data_cost: 0.0010 ips: 9.7526 images/s [07/20 20:52:08] ppdet.engine INFO: Epoch: [2] [21000/54024] learning_rate: 0.000100 loss_class: 0.749013 loss_bbox: 0.134502 loss_giou: 0.575759 loss_class_aux: 4.608778 loss_bbox_aux: 0.887258 loss_giou_aux: 3.688954 loss_class_dn: 0.387281 loss_bbox_dn: 0.146085 loss_giou_dn: 0.501609 loss_class_aux_dn: 2.062920 loss_bbox_aux_dn: 0.863852 loss_giou_aux_dn: 2.743591 loss: 17.303530 eta: 40 days, 0:57:53 batch_cost: 0.8692 data_cost: 0.0010 ips: 9.2038 images/s [07/20 20:53:37] ppdet.engine INFO: Epoch: [2] [21100/54024] learning_rate: 0.000100 loss_class: 0.713986 loss_bbox: 0.119525 loss_giou: 0.515797 loss_class_aux: 4.498127 loss_bbox_aux: 0.796247 loss_giou_aux: 3.204024 loss_class_dn: 0.363695 loss_bbox_dn: 0.123541 loss_giou_dn: 0.450395 loss_class_aux_dn: 1.904291 loss_bbox_aux_dn: 0.762141 loss_giou_aux_dn: 2.482113 loss: 15.869773 eta: 40 days, 0:52:40 batch_cost: 0.8441 data_cost: 0.0059 ips: 9.4778 images/s [07/20 20:55:09] ppdet.engine INFO: Epoch: [2] [21200/54024] learning_rate: 0.000100 loss_class: 0.729705 loss_bbox: 0.133057 loss_giou: 0.523860 loss_class_aux: 4.584998 loss_bbox_aux: 0.877449 loss_giou_aux: 3.310823 loss_class_dn: 0.368643 loss_bbox_dn: 0.144123 loss_giou_dn: 0.440498 loss_class_aux_dn: 1.985201 loss_bbox_aux_dn: 0.838357 loss_giou_aux_dn: 2.472533 loss: 16.724705 eta: 40 days, 0:49:17 batch_cost: 0.8816 data_cost: 0.0010 ips: 9.0742 images/s [07/20 20:56:46] ppdet.engine INFO: Epoch: [2] [21300/54024] learning_rate: 0.000100 loss_class: 0.696436 loss_bbox: 0.132305 loss_giou: 0.477902 loss_class_aux: 4.312826 loss_bbox_aux: 0.862410 loss_giou_aux: 3.038834 loss_class_dn: 0.345715 loss_bbox_dn: 0.135808 loss_giou_dn: 0.423128 loss_class_aux_dn: 1.847765 loss_bbox_aux_dn: 0.827670 loss_giou_aux_dn: 2.350339 loss: 15.949519 eta: 40 days, 0:47:58 batch_cost: 0.9242 data_cost: 0.0009 ips: 8.6559 images/s [07/20 20:58:33] ppdet.engine INFO: Epoch: [2] [21400/54024] learning_rate: 0.000100 loss_class: 0.725104 loss_bbox: 0.129422 loss_giou: 0.579866 loss_class_aux: 4.549346 loss_bbox_aux: 0.850004 loss_giou_aux: 3.592411 loss_class_dn: 0.375854 loss_bbox_dn: 0.128990 loss_giou_dn: 0.478969 loss_class_aux_dn: 1.997426 loss_bbox_aux_dn: 0.770496 loss_giou_aux_dn: 2.648120 loss: 16.634392 eta: 40 days, 0:51:28 batch_cost: 1.0238 data_cost: 0.0010 ips: 7.8142 images/s [07/20 21:00:09] ppdet.engine INFO: Epoch: [2] [21500/54024] learning_rate: 0.000100 loss_class: 0.708825 loss_bbox: 0.126667 loss_giou: 0.507400 loss_class_aux: 4.452487 loss_bbox_aux: 0.856271 loss_giou_aux: 3.174794 loss_class_dn: 0.357199 loss_bbox_dn: 0.137169 loss_giou_dn: 0.435175 loss_class_aux_dn: 1.900271 loss_bbox_aux_dn: 0.800454 loss_giou_aux_dn: 2.408356 loss: 16.024831 eta: 40 days, 0:49:55 batch_cost: 0.9196 data_cost: 0.0284 ips: 8.6990 images/s [07/20 21:01:38] ppdet.engine INFO: Epoch: [2] [21600/54024] learning_rate: 0.000100 loss_class: 0.741464 loss_bbox: 0.125648 loss_giou: 0.510867 loss_class_aux: 4.561527 loss_bbox_aux: 0.792940 loss_giou_aux: 3.235588 loss_class_dn: 0.372325 loss_bbox_dn: 0.132662 loss_giou_dn: 0.450709 loss_class_aux_dn: 1.996356 loss_bbox_aux_dn: 0.774065 loss_giou_aux_dn: 2.500559 loss: 16.278656 eta: 40 days, 0:44:37 batch_cost: 0.8421 data_cost: 0.0009 ips: 9.4996 images/s [07/20 21:03:27] ppdet.engine INFO: Epoch: [2] [21700/54024] learning_rate: 0.000100 loss_class: 0.707425 loss_bbox: 0.132271 loss_giou: 0.535462 loss_class_aux: 4.355567 loss_bbox_aux: 0.876282 loss_giou_aux: 3.345347 loss_class_dn: 0.372786 loss_bbox_dn: 0.139771 loss_giou_dn: 0.457292 loss_class_aux_dn: 1.997427 loss_bbox_aux_dn: 0.818205 loss_giou_aux_dn: 2.553792 loss: 16.250947 eta: 40 days, 0:49:08 batch_cost: 1.0449 data_cost: 0.0010 ips: 7.6565 images/s [07/20 21:05:09] ppdet.engine INFO: Epoch: [2] [21800/54024] learning_rate: 0.000100 loss_class: 0.734335 loss_bbox: 0.139132 loss_giou: 0.576932 loss_class_aux: 4.626101 loss_bbox_aux: 0.918898 loss_giou_aux: 3.627001 loss_class_dn: 0.383004 loss_bbox_dn: 0.134833 loss_giou_dn: 0.481843 loss_class_aux_dn: 2.041106 loss_bbox_aux_dn: 0.800772 loss_giou_aux_dn: 2.683993 loss: 17.387840 eta: 40 days, 0:50:18 batch_cost: 0.9759 data_cost: 0.0107 ips: 8.1978 images/s [07/20 21:07:00] ppdet.engine INFO: Epoch: [2] [21900/54024] learning_rate: 0.000100 loss_class: 0.729046 loss_bbox: 0.131009 loss_giou: 0.589687 loss_class_aux: 4.554099 loss_bbox_aux: 0.846707 loss_giou_aux: 3.657267 loss_class_dn: 0.371281 loss_bbox_dn: 0.136455 loss_giou_dn: 0.486421 loss_class_aux_dn: 1.966977 loss_bbox_aux_dn: 0.826541 loss_giou_aux_dn: 2.710284 loss: 16.950595 eta: 40 days, 0:55:46 batch_cost: 1.0654 data_cost: 0.0010 ips: 7.5090 images/s [07/20 21:08:27] ppdet.engine INFO: Epoch: [2] [22000/54024] learning_rate: 0.000100 loss_class: 0.678818 loss_bbox: 0.117113 loss_giou: 0.551772 loss_class_aux: 4.224860 loss_bbox_aux: 0.791198 loss_giou_aux: 3.443073 loss_class_dn: 0.354803 loss_bbox_dn: 0.134432 loss_giou_dn: 0.465771 loss_class_aux_dn: 1.894667 loss_bbox_aux_dn: 0.805699 loss_giou_aux_dn: 2.537682 loss: 16.566523 eta: 40 days, 0:49:35 batch_cost: 0.8234 data_cost: 0.0010 ips: 9.7157 images/s [07/20 21:09:55] ppdet.engine INFO: Epoch: [2] [22100/54024] learning_rate: 0.000100 loss_class: 0.719669 loss_bbox: 0.125751 loss_giou: 0.530874 loss_class_aux: 4.479949 loss_bbox_aux: 0.861212 loss_giou_aux: 3.311089 loss_class_dn: 0.367168 loss_bbox_dn: 0.133240 loss_giou_dn: 0.445782 loss_class_aux_dn: 1.953180 loss_bbox_aux_dn: 0.808096 loss_giou_aux_dn: 2.446944 loss: 16.703473 eta: 40 days, 0:44:25 batch_cost: 0.8447 data_cost: 0.0010 ips: 9.4710 images/s [07/20 21:11:25] ppdet.engine INFO: Epoch: [2] [22200/54024] learning_rate: 0.000100 loss_class: 0.713779 loss_bbox: 0.130479 loss_giou: 0.553613 loss_class_aux: 4.508268 loss_bbox_aux: 0.872363 loss_giou_aux: 3.504699 loss_class_dn: 0.377491 loss_bbox_dn: 0.126124 loss_giou_dn: 0.474800 loss_class_aux_dn: 2.052059 loss_bbox_aux_dn: 0.762805 loss_giou_aux_dn: 2.614451 loss: 17.418408 eta: 40 days, 0:39:52 batch_cost: 0.8572 data_cost: 0.0542 ips: 9.3327 images/s [07/20 21:12:58] ppdet.engine INFO: Epoch: [2] [22300/54024] learning_rate: 0.000100 loss_class: 0.735655 loss_bbox: 0.125886 loss_giou: 0.564400 loss_class_aux: 4.588563 loss_bbox_aux: 0.836425 loss_giou_aux: 3.541273 loss_class_dn: 0.386509 loss_bbox_dn: 0.137261 loss_giou_dn: 0.459760 loss_class_aux_dn: 2.055329 loss_bbox_aux_dn: 0.805220 loss_giou_aux_dn: 2.522339 loss: 16.912224 eta: 40 days, 0:36:25 batch_cost: 0.8800 data_cost: 0.0010 ips: 9.0908 images/s [07/20 21:14:22] ppdet.engine INFO: Epoch: [2] [22400/54024] learning_rate: 0.000100 loss_class: 0.732845 loss_bbox: 0.136011 loss_giou: 0.589297 loss_class_aux: 4.527427 loss_bbox_aux: 0.884455 loss_giou_aux: 3.686653 loss_class_dn: 0.380144 loss_bbox_dn: 0.151287 loss_giou_dn: 0.494284 loss_class_aux_dn: 2.042732 loss_bbox_aux_dn: 0.870373 loss_giou_aux_dn: 2.729084 loss: 17.359392 eta: 40 days, 0:29:12 batch_cost: 0.8014 data_cost: 0.0010 ips: 9.9819 images/s [07/20 21:15:50] ppdet.engine INFO: Epoch: [2] [22500/54024] learning_rate: 0.000100 loss_class: 0.743982 loss_bbox: 0.118674 loss_giou: 0.494477 loss_class_aux: 4.618945 loss_bbox_aux: 0.781586 loss_giou_aux: 3.099356 loss_class_dn: 0.370862 loss_bbox_dn: 0.131325 loss_giou_dn: 0.441719 loss_class_aux_dn: 2.017827 loss_bbox_aux_dn: 0.757281 loss_giou_aux_dn: 2.431991 loss: 16.135579 eta: 40 days, 0:23:32 batch_cost: 0.8336 data_cost: 0.0016 ips: 9.5970 images/s [07/20 21:17:21] ppdet.engine INFO: Epoch: [2] [22600/54024] learning_rate: 0.000100 loss_class: 0.760054 loss_bbox: 0.134985 loss_giou: 0.607518 loss_class_aux: 4.696683 loss_bbox_aux: 0.868378 loss_giou_aux: 3.800926 loss_class_dn: 0.395884 loss_bbox_dn: 0.141366 loss_giou_dn: 0.501541 loss_class_aux_dn: 2.111256 loss_bbox_aux_dn: 0.830315 loss_giou_aux_dn: 2.761669 loss: 18.208527 eta: 40 days, 0:19:28 batch_cost: 0.8671 data_cost: 0.0010 ips: 9.2260 images/s [07/20 21:18:46] ppdet.engine INFO: Epoch: [2] [22700/54024] learning_rate: 0.000100 loss_class: 0.761200 loss_bbox: 0.131454 loss_giou: 0.542967 loss_class_aux: 4.704262 loss_bbox_aux: 0.852412 loss_giou_aux: 3.431731 loss_class_dn: 0.364603 loss_bbox_dn: 0.135386 loss_giou_dn: 0.469253 loss_class_aux_dn: 1.968083 loss_bbox_aux_dn: 0.828808 loss_giou_aux_dn: 2.590410 loss: 17.086409 eta: 40 days, 0:12:40 batch_cost: 0.8096 data_cost: 0.0010 ips: 9.8813 images/s [07/20 21:20:24] ppdet.engine INFO: Epoch: [2] [22800/54024] learning_rate: 0.000100 loss_class: 0.743292 loss_bbox: 0.135934 loss_giou: 0.554348 loss_class_aux: 4.656698 loss_bbox_aux: 0.883275 loss_giou_aux: 3.482521 loss_class_dn: 0.381827 loss_bbox_dn: 0.157748 loss_giou_dn: 0.487861 loss_class_aux_dn: 2.038444 loss_bbox_aux_dn: 0.905492 loss_giou_aux_dn: 2.688689 loss: 17.075401 eta: 40 days, 0:11:42 batch_cost: 0.9316 data_cost: 0.0009 ips: 8.5878 images/s [07/20 21:21:54] ppdet.engine INFO: Epoch: [2] [22900/54024] learning_rate: 0.000100 loss_class: 0.723688 loss_bbox: 0.134501 loss_giou: 0.543258 loss_class_aux: 4.513080 loss_bbox_aux: 0.878413 loss_giou_aux: 3.436279 loss_class_dn: 0.377435 loss_bbox_dn: 0.137730 loss_giou_dn: 0.470394 loss_class_aux_dn: 2.020504 loss_bbox_aux_dn: 0.825832 loss_giou_aux_dn: 2.610200 loss: 17.315393 eta: 40 days, 0:07:15 batch_cost: 0.8586 data_cost: 0.0010 ips: 9.3172 images/s [07/20 21:23:29] ppdet.engine INFO: Epoch: [2] [23000/54024] learning_rate: 0.000100 loss_class: 0.727321 loss_bbox: 0.128374 loss_giou: 0.569855 loss_class_aux: 4.529309 loss_bbox_aux: 0.850326 loss_giou_aux: 3.518371 loss_class_dn: 0.378017 loss_bbox_dn: 0.145513 loss_giou_dn: 0.479277 loss_class_aux_dn: 1.994742 loss_bbox_aux_dn: 0.869381 loss_giou_aux_dn: 2.594546 loss: 17.327824 eta: 40 days, 0:05:21 batch_cost: 0.9119 data_cost: 0.0010 ips: 8.7733 images/s [07/20 21:24:57] ppdet.engine INFO: Epoch: [2] [23100/54024] learning_rate: 0.000100 loss_class: 0.696792 loss_bbox: 0.129446 loss_giou: 0.529068 loss_class_aux: 4.324039 loss_bbox_aux: 0.840024 loss_giou_aux: 3.248830 loss_class_dn: 0.363735 loss_bbox_dn: 0.144596 loss_giou_dn: 0.448976 loss_class_aux_dn: 1.932839 loss_bbox_aux_dn: 0.829099 loss_giou_aux_dn: 2.480201 loss: 16.179957 eta: 39 days, 23:59:39 batch_cost: 0.8323 data_cost: 0.0029 ips: 9.6117 images/s [07/20 21:26:32] ppdet.engine INFO: Epoch: [2] [23200/54024] learning_rate: 0.000100 loss_class: 0.741524 loss_bbox: 0.128130 loss_giou: 0.558368 loss_class_aux: 4.544930 loss_bbox_aux: 0.874685 loss_giou_aux: 3.507331 loss_class_dn: 0.371663 loss_bbox_dn: 0.140663 loss_giou_dn: 0.493876 loss_class_aux_dn: 2.018589 loss_bbox_aux_dn: 0.848816 loss_giou_aux_dn: 2.726797 loss: 17.288980 eta: 39 days, 23:57:17 batch_cost: 0.9019 data_cost: 0.0476 ips: 8.8704 images/s [07/20 21:28:00] ppdet.engine INFO: Epoch: [2] [23300/54024] learning_rate: 0.000100 loss_class: 0.727872 loss_bbox: 0.126920 loss_giou: 0.516059 loss_class_aux: 4.482760 loss_bbox_aux: 0.833452 loss_giou_aux: 3.261268 loss_class_dn: 0.367194 loss_bbox_dn: 0.138514 loss_giou_dn: 0.456859 loss_class_aux_dn: 1.945476 loss_bbox_aux_dn: 0.817603 loss_giou_aux_dn: 2.498350 loss: 16.097959 eta: 39 days, 23:51:45 batch_cost: 0.8355 data_cost: 0.0010 ips: 9.5749 images/s [07/20 21:29:37] ppdet.engine INFO: Epoch: [2] [23400/54024] learning_rate: 0.000100 loss_class: 0.728995 loss_bbox: 0.129474 loss_giou: 0.626210 loss_class_aux: 4.511217 loss_bbox_aux: 0.861190 loss_giou_aux: 3.868874 loss_class_dn: 0.396394 loss_bbox_dn: 0.147972 loss_giou_dn: 0.520990 loss_class_aux_dn: 2.110478 loss_bbox_aux_dn: 0.857468 loss_giou_aux_dn: 2.838363 loss: 17.882133 eta: 39 days, 23:50:48 batch_cost: 0.9316 data_cost: 0.0010 ips: 8.5870 images/s [07/20 21:31:08] ppdet.engine INFO: Epoch: [2] [23500/54024] learning_rate: 0.000100 loss_class: 0.667017 loss_bbox: 0.122065 loss_giou: 0.522611 loss_class_aux: 4.273268 loss_bbox_aux: 0.805104 loss_giou_aux: 3.243357 loss_class_dn: 0.338493 loss_bbox_dn: 0.131136 loss_giou_dn: 0.444708 loss_class_aux_dn: 1.829727 loss_bbox_aux_dn: 0.773222 loss_giou_aux_dn: 2.451937 loss: 15.578420 eta: 39 days, 23:46:45 batch_cost: 0.8667 data_cost: 0.0010 ips: 9.2307 images/s [07/20 21:32:42] ppdet.engine INFO: Epoch: [2] [23600/54024] learning_rate: 0.000100 loss_class: 0.722746 loss_bbox: 0.132649 loss_giou: 0.586998 loss_class_aux: 4.447064 loss_bbox_aux: 0.866737 loss_giou_aux: 3.665270 loss_class_dn: 0.386220 loss_bbox_dn: 0.138999 loss_giou_dn: 0.500660 loss_class_aux_dn: 2.053585 loss_bbox_aux_dn: 0.828051 loss_giou_aux_dn: 2.731551 loss: 18.121623 eta: 39 days, 23:44:02 batch_cost: 0.8946 data_cost: 0.0186 ips: 8.9424 images/s [07/20 21:34:09] ppdet.engine INFO: Epoch: [2] [23700/54024] learning_rate: 0.000100 loss_class: 0.711062 loss_bbox: 0.126212 loss_giou: 0.580700 loss_class_aux: 4.549171 loss_bbox_aux: 0.813283 loss_giou_aux: 3.612736 loss_class_dn: 0.376152 loss_bbox_dn: 0.126613 loss_giou_dn: 0.477231 loss_class_aux_dn: 2.013251 loss_bbox_aux_dn: 0.751418 loss_giou_aux_dn: 2.581144 loss: 17.047462 eta: 39 days, 23:38:08 batch_cost: 0.8273 data_cost: 0.0010 ips: 9.6703 images/s [07/20 21:35:39] ppdet.engine INFO: Epoch: [2] [23800/54024] learning_rate: 0.000100 loss_class: 0.727753 loss_bbox: 0.136808 loss_giou: 0.572234 loss_class_aux: 4.493960 loss_bbox_aux: 0.856684 loss_giou_aux: 3.583123 loss_class_dn: 0.366371 loss_bbox_dn: 0.145941 loss_giou_dn: 0.468950 loss_class_aux_dn: 1.948561 loss_bbox_aux_dn: 0.835008 loss_giou_aux_dn: 2.569453 loss: 16.988514 eta: 39 days, 23:33:23 batch_cost: 0.8515 data_cost: 0.0009 ips: 9.3951 images/s [07/20 21:37:15] ppdet.engine INFO: Epoch: [2] [23900/54024] learning_rate: 0.000100 loss_class: 0.714739 loss_bbox: 0.127725 loss_giou: 0.518775 loss_class_aux: 4.447452 loss_bbox_aux: 0.833206 loss_giou_aux: 3.284519 loss_class_dn: 0.372754 loss_bbox_dn: 0.139359 loss_giou_dn: 0.432983 loss_class_aux_dn: 1.987032 loss_bbox_aux_dn: 0.812601 loss_giou_aux_dn: 2.401357 loss: 16.416418 eta: 39 days, 23:31:32 batch_cost: 0.9126 data_cost: 0.0720 ips: 8.7662 images/s [07/20 21:38:53] ppdet.engine INFO: Epoch: [2] [24000/54024] learning_rate: 0.000100 loss_class: 0.691053 loss_bbox: 0.121254 loss_giou: 0.534749 loss_class_aux: 4.169240 loss_bbox_aux: 0.810939 loss_giou_aux: 3.350397 loss_class_dn: 0.344156 loss_bbox_dn: 0.135136 loss_giou_dn: 0.441196 loss_class_aux_dn: 1.829118 loss_bbox_aux_dn: 0.800623 loss_giou_aux_dn: 2.452026 loss: 15.524796 eta: 39 days, 23:30:55 batch_cost: 0.9385 data_cost: 0.0009 ips: 8.5245 images/s [07/20 21:40:19] ppdet.engine INFO: Epoch: [2] [24100/54024] learning_rate: 0.000100 loss_class: 0.702787 loss_bbox: 0.133402 loss_giou: 0.574658 loss_class_aux: 4.377660 loss_bbox_aux: 0.858134 loss_giou_aux: 3.590587 loss_class_dn: 0.373981 loss_bbox_dn: 0.140417 loss_giou_dn: 0.466673 loss_class_aux_dn: 1.969609 loss_bbox_aux_dn: 0.847468 loss_giou_aux_dn: 2.608193 loss: 16.783039 eta: 39 days, 23:24:26 batch_cost: 0.8150 data_cost: 0.0011 ips: 9.8154 images/s [07/20 21:41:51] ppdet.engine INFO: Epoch: [2] [24200/54024] learning_rate: 0.000100 loss_class: 0.718035 loss_bbox: 0.134548 loss_giou: 0.544938 loss_class_aux: 4.509644 loss_bbox_aux: 0.862970 loss_giou_aux: 3.422632 loss_class_dn: 0.367749 loss_bbox_dn: 0.149950 loss_giou_dn: 0.451934 loss_class_aux_dn: 1.976813 loss_bbox_aux_dn: 0.894440 loss_giou_aux_dn: 2.513151 loss: 16.602396 eta: 39 days, 23:21:05 batch_cost: 0.8806 data_cost: 0.0615 ips: 9.0848 images/s [07/20 21:43:25] ppdet.engine INFO: Epoch: [2] [24300/54024] learning_rate: 0.000100 loss_class: 0.793102 loss_bbox: 0.130382 loss_giou: 0.524681 loss_class_aux: 4.894571 loss_bbox_aux: 0.841106 loss_giou_aux: 3.297287 loss_class_dn: 0.376434 loss_bbox_dn: 0.135144 loss_giou_dn: 0.464895 loss_class_aux_dn: 2.015353 loss_bbox_aux_dn: 0.791935 loss_giou_aux_dn: 2.555088 loss: 16.482783 eta: 39 days, 23:18:42 batch_cost: 0.9013 data_cost: 0.0010 ips: 8.8765 images/s [07/20 21:44:56] ppdet.engine INFO: Epoch: [2] [24400/54024] learning_rate: 0.000100 loss_class: 0.739382 loss_bbox: 0.129360 loss_giou: 0.547182 loss_class_aux: 4.573888 loss_bbox_aux: 0.841993 loss_giou_aux: 3.475938 loss_class_dn: 0.371273 loss_bbox_dn: 0.131816 loss_giou_dn: 0.469907 loss_class_aux_dn: 1.971864 loss_bbox_aux_dn: 0.781516 loss_giou_aux_dn: 2.600603 loss: 17.141798 eta: 39 days, 23:14:31 batch_cost: 0.8631 data_cost: 0.0009 ips: 9.2691 images/s [07/20 21:46:28] ppdet.engine INFO: Epoch: [2] [24500/54024] learning_rate: 0.000100 loss_class: 0.732470 loss_bbox: 0.134038 loss_giou: 0.609199 loss_class_aux: 4.560365 loss_bbox_aux: 0.868068 loss_giou_aux: 3.748263 loss_class_dn: 0.372978 loss_bbox_dn: 0.137259 loss_giou_dn: 0.495867 loss_class_aux_dn: 2.013241 loss_bbox_aux_dn: 0.823028 loss_giou_aux_dn: 2.717544 loss: 17.263513 eta: 39 days, 23:11:01 batch_cost: 0.8774 data_cost: 0.0343 ips: 9.1175 images/s [07/20 21:48:05] ppdet.engine INFO: Epoch: [2] [24600/54024] learning_rate: 0.000100 loss_class: 0.731303 loss_bbox: 0.129474 loss_giou: 0.586734 loss_class_aux: 4.607628 loss_bbox_aux: 0.862167 loss_giou_aux: 3.665688 loss_class_dn: 0.385173 loss_bbox_dn: 0.142896 loss_giou_dn: 0.478539 loss_class_aux_dn: 2.059410 loss_bbox_aux_dn: 0.857483 loss_giou_aux_dn: 2.658716 loss: 17.246277 eta: 39 days, 23:09:52 batch_cost: 0.9272 data_cost: 0.0009 ips: 8.6285 images/s [07/20 21:50:01] ppdet.engine INFO: Epoch: [2] [24700/54024] learning_rate: 0.000100 loss_class: 0.728537 loss_bbox: 0.127332 loss_giou: 0.538231 loss_class_aux: 4.520969 loss_bbox_aux: 0.845554 loss_giou_aux: 3.363772 loss_class_dn: 0.367669 loss_bbox_dn: 0.138704 loss_giou_dn: 0.453526 loss_class_aux_dn: 1.988083 loss_bbox_aux_dn: 0.826767 loss_giou_aux_dn: 2.551226 loss: 16.782263 eta: 39 days, 23:17:42 batch_cost: 1.1176 data_cost: 0.0010 ips: 7.1583 images/s [07/20 21:51:31] ppdet.engine INFO: Epoch: [2] [24800/54024] learning_rate: 0.000100 loss_class: 0.725476 loss_bbox: 0.129658 loss_giou: 0.497696 loss_class_aux: 4.486659 loss_bbox_aux: 0.867974 loss_giou_aux: 3.152395 loss_class_dn: 0.353053 loss_bbox_dn: 0.147192 loss_giou_dn: 0.442922 loss_class_aux_dn: 1.862384 loss_bbox_aux_dn: 0.878007 loss_giou_aux_dn: 2.412869 loss: 16.086888 eta: 39 days, 23:12:58 batch_cost: 0.8512 data_cost: 0.0479 ips: 9.3988 images/s [07/20 21:53:03] ppdet.engine INFO: Epoch: [2] [24900/54024] learning_rate: 0.000100 loss_class: 0.724114 loss_bbox: 0.132879 loss_giou: 0.568288 loss_class_aux: 4.517231 loss_bbox_aux: 0.896881 loss_giou_aux: 3.530663 loss_class_dn: 0.385034 loss_bbox_dn: 0.132845 loss_giou_dn: 0.478700 loss_class_aux_dn: 2.045209 loss_bbox_aux_dn: 0.786805 loss_giou_aux_dn: 2.668034 loss: 17.670326 eta: 39 days, 23:09:21 batch_cost: 0.8749 data_cost: 0.0010 ips: 9.1436 images/s [07/20 21:54:40] ppdet.engine INFO: Epoch: [2] [25000/54024] learning_rate: 0.000100 loss_class: 0.740759 loss_bbox: 0.128362 loss_giou: 0.555194 loss_class_aux: 4.668916 loss_bbox_aux: 0.838222 loss_giou_aux: 3.459378 loss_class_dn: 0.360534 loss_bbox_dn: 0.135735 loss_giou_dn: 0.448332 loss_class_aux_dn: 1.954204 loss_bbox_aux_dn: 0.809512 loss_giou_aux_dn: 2.495515 loss: 16.829229 eta: 39 days, 23:08:15 batch_cost: 0.9284 data_cost: 0.0241 ips: 8.6174 images/s [07/20 21:56:10] ppdet.engine INFO: Epoch: [2] [25100/54024] learning_rate: 0.000100 loss_class: 0.675941 loss_bbox: 0.120355 loss_giou: 0.502728 loss_class_aux: 4.291852 loss_bbox_aux: 0.780653 loss_giou_aux: 3.119564 loss_class_dn: 0.351519 loss_bbox_dn: 0.134215 loss_giou_dn: 0.430907 loss_class_aux_dn: 1.923841 loss_bbox_aux_dn: 0.796990 loss_giou_aux_dn: 2.357939 loss: 15.662099 eta: 39 days, 23:03:30 batch_cost: 0.8505 data_cost: 0.0521 ips: 9.4059 images/s [07/20 21:57:49] ppdet.engine INFO: Epoch: [2] [25200/54024] learning_rate: 0.000100 loss_class: 0.748531 loss_bbox: 0.136021 loss_giou: 0.530193 loss_class_aux: 4.718768 loss_bbox_aux: 0.874029 loss_giou_aux: 3.330872 loss_class_dn: 0.365242 loss_bbox_dn: 0.145137 loss_giou_dn: 0.465089 loss_class_aux_dn: 1.980986 loss_bbox_aux_dn: 0.856287 loss_giou_aux_dn: 2.561280 loss: 16.705904 eta: 39 days, 23:03:25 batch_cost: 0.9500 data_cost: 0.0216 ips: 8.4209 images/s [07/20 21:59:34] ppdet.engine INFO: Epoch: [2] [25300/54024] learning_rate: 0.000100 loss_class: 0.717218 loss_bbox: 0.127167 loss_giou: 0.534793 loss_class_aux: 4.578931 loss_bbox_aux: 0.836386 loss_giou_aux: 3.348452 loss_class_dn: 0.367517 loss_bbox_dn: 0.136190 loss_giou_dn: 0.460724 loss_class_aux_dn: 1.970948 loss_bbox_aux_dn: 0.790739 loss_giou_aux_dn: 2.536073 loss: 16.396348 eta: 39 days, 23:05:57 batch_cost: 1.0057 data_cost: 0.0010 ips: 7.9546 images/s [07/20 22:01:12] ppdet.engine INFO: Epoch: [2] [25400/54024] learning_rate: 0.000100 loss_class: 0.713145 loss_bbox: 0.131864 loss_giou: 0.543736 loss_class_aux: 4.486661 loss_bbox_aux: 0.901995 loss_giou_aux: 3.374347 loss_class_dn: 0.376768 loss_bbox_dn: 0.137971 loss_giou_dn: 0.456902 loss_class_aux_dn: 2.038368 loss_bbox_aux_dn: 0.842299 loss_giou_aux_dn: 2.550508 loss: 17.164454 eta: 39 days, 23:05:30 batch_cost: 0.9424 data_cost: 0.0261 ips: 8.4893 images/s [07/20 22:03:00] ppdet.engine INFO: Epoch: [2] [25500/54024] learning_rate: 0.000100 loss_class: 0.720390 loss_bbox: 0.129874 loss_giou: 0.531108 loss_class_aux: 4.513204 loss_bbox_aux: 0.834538 loss_giou_aux: 3.264753 loss_class_dn: 0.367915 loss_bbox_dn: 0.143014 loss_giou_dn: 0.446306 loss_class_aux_dn: 1.978314 loss_bbox_aux_dn: 0.846237 loss_giou_aux_dn: 2.471789 loss: 16.675872 eta: 39 days, 23:09:04 batch_cost: 1.0279 data_cost: 0.0068 ips: 7.7829 images/s [07/20 22:04:32] ppdet.engine INFO: Epoch: [2] [25600/54024] learning_rate: 0.000100 loss_class: 0.730037 loss_bbox: 0.130543 loss_giou: 0.538741 loss_class_aux: 4.533541 loss_bbox_aux: 0.854311 loss_giou_aux: 3.387374 loss_class_dn: 0.376672 loss_bbox_dn: 0.146980 loss_giou_dn: 0.455672 loss_class_aux_dn: 2.026687 loss_bbox_aux_dn: 0.827626 loss_giou_aux_dn: 2.500633 loss: 17.085187 eta: 39 days, 23:05:36 batch_cost: 0.8780 data_cost: 0.0010 ips: 9.1111 images/s [07/20 22:06:16] ppdet.engine INFO: Epoch: [2] [25700/54024] learning_rate: 0.000100 loss_class: 0.707756 loss_bbox: 0.121399 loss_giou: 0.535208 loss_class_aux: 4.324220 loss_bbox_aux: 0.824571 loss_giou_aux: 3.368143 loss_class_dn: 0.362831 loss_bbox_dn: 0.132397 loss_giou_dn: 0.444707 loss_class_aux_dn: 1.939449 loss_bbox_aux_dn: 0.806793 loss_giou_aux_dn: 2.475467 loss: 16.147065 eta: 39 days, 23:08:02 batch_cost: 1.0040 data_cost: 0.0010 ips: 7.9684 images/s [07/20 22:07:44] ppdet.engine INFO: Epoch: [2] [25800/54024] learning_rate: 0.000100 loss_class: 0.750385 loss_bbox: 0.128393 loss_giou: 0.585652 loss_class_aux: 4.688860 loss_bbox_aux: 0.861620 loss_giou_aux: 3.645598 loss_class_dn: 0.392163 loss_bbox_dn: 0.137289 loss_giou_dn: 0.480723 loss_class_aux_dn: 2.092652 loss_bbox_aux_dn: 0.797715 loss_giou_aux_dn: 2.656124 loss: 17.227166 eta: 39 days, 23:02:36 batch_cost: 0.8357 data_cost: 0.0009 ips: 9.5731 images/s [07/20 22:09:24] ppdet.engine INFO: Epoch: [2] [25900/54024] learning_rate: 0.000100 loss_class: 0.755141 loss_bbox: 0.138288 loss_giou: 0.560612 loss_class_aux: 4.692018 loss_bbox_aux: 0.879158 loss_giou_aux: 3.544017 loss_class_dn: 0.395204 loss_bbox_dn: 0.137792 loss_giou_dn: 0.497155 loss_class_aux_dn: 2.145469 loss_bbox_aux_dn: 0.831227 loss_giou_aux_dn: 2.771504 loss: 17.896463 eta: 39 days, 23:02:35 batch_cost: 0.9518 data_cost: 0.0015 ips: 8.4051 images/s [07/20 22:10:55] ppdet.engine INFO: Epoch: [2] [26000/54024] learning_rate: 0.000100 loss_class: 0.730691 loss_bbox: 0.139498 loss_giou: 0.516645 loss_class_aux: 4.566213 loss_bbox_aux: 0.912967 loss_giou_aux: 3.305122 loss_class_dn: 0.368539 loss_bbox_dn: 0.139344 loss_giou_dn: 0.446764 loss_class_aux_dn: 2.002425 loss_bbox_aux_dn: 0.837443 loss_giou_aux_dn: 2.474225 loss: 16.508099 eta: 39 days, 22:58:31 batch_cost: 0.8650 data_cost: 0.0109 ips: 9.2490 images/s [07/20 22:12:32] ppdet.engine INFO: Epoch: [2] [26100/54024] learning_rate: 0.000100 loss_class: 0.746758 loss_bbox: 0.128622 loss_giou: 0.525400 loss_class_aux: 4.661721 loss_bbox_aux: 0.821652 loss_giou_aux: 3.341767 loss_class_dn: 0.388927 loss_bbox_dn: 0.131178 loss_giou_dn: 0.464538 loss_class_aux_dn: 2.073562 loss_bbox_aux_dn: 0.759443 loss_giou_aux_dn: 2.580778 loss: 17.338963 eta: 39 days, 22:57:12 batch_cost: 0.9238 data_cost: 0.0010 ips: 8.6594 images/s [07/20 22:13:59] ppdet.engine INFO: Epoch: [2] [26200/54024] learning_rate: 0.000100 loss_class: 0.763435 loss_bbox: 0.137064 loss_giou: 0.591658 loss_class_aux: 4.690300 loss_bbox_aux: 0.898306 loss_giou_aux: 3.782611 loss_class_dn: 0.386106 loss_bbox_dn: 0.141759 loss_giou_dn: 0.495611 loss_class_aux_dn: 2.034832 loss_bbox_aux_dn: 0.837941 loss_giou_aux_dn: 2.710222 loss: 17.656104 eta: 39 days, 22:51:28 batch_cost: 0.8291 data_cost: 0.0010 ips: 9.6496 images/s [07/20 22:15:33] ppdet.engine INFO: Epoch: [2] [26300/54024] learning_rate: 0.000100 loss_class: 0.724970 loss_bbox: 0.131004 loss_giou: 0.587033 loss_class_aux: 4.503460 loss_bbox_aux: 0.839044 loss_giou_aux: 3.724997 loss_class_dn: 0.380577 loss_bbox_dn: 0.134878 loss_giou_dn: 0.479446 loss_class_aux_dn: 2.038869 loss_bbox_aux_dn: 0.792070 loss_giou_aux_dn: 2.633744 loss: 16.885241 eta: 39 days, 22:48:42 batch_cost: 0.8926 data_cost: 0.0319 ips: 8.9626 images/s [07/20 22:17:02] ppdet.engine INFO: Epoch: [2] [26400/54024] learning_rate: 0.000100 loss_class: 0.770429 loss_bbox: 0.131161 loss_giou: 0.631420 loss_class_aux: 4.785303 loss_bbox_aux: 0.839568 loss_giou_aux: 3.901952 loss_class_dn: 0.398924 loss_bbox_dn: 0.150211 loss_giou_dn: 0.515610 loss_class_aux_dn: 2.139282 loss_bbox_aux_dn: 0.897179 loss_giou_aux_dn: 2.824782 loss: 18.176468 eta: 39 days, 22:43:57 batch_cost: 0.8500 data_cost: 0.0377 ips: 9.4121 images/s [07/20 22:18:42] ppdet.engine INFO: Epoch: [2] [26500/54024] learning_rate: 0.000100 loss_class: 0.729403 loss_bbox: 0.133303 loss_giou: 0.557484 loss_class_aux: 4.502539 loss_bbox_aux: 0.878762 loss_giou_aux: 3.478756 loss_class_dn: 0.379342 loss_bbox_dn: 0.147419 loss_giou_dn: 0.464586 loss_class_aux_dn: 2.003156 loss_bbox_aux_dn: 0.861566 loss_giou_aux_dn: 2.544172 loss: 16.925647 eta: 39 days, 22:43:36 batch_cost: 0.9448 data_cost: 0.0108 ips: 8.4677 images/s [07/20 22:20:14] ppdet.engine INFO: Epoch: [2] [26600/54024] learning_rate: 0.000100 loss_class: 0.729328 loss_bbox: 0.131964 loss_giou: 0.498944 loss_class_aux: 4.588459 loss_bbox_aux: 0.868699 loss_giou_aux: 3.170152 loss_class_dn: 0.360956 loss_bbox_dn: 0.142410 loss_giou_dn: 0.445520 loss_class_aux_dn: 1.945417 loss_bbox_aux_dn: 0.860427 loss_giou_aux_dn: 2.475435 loss: 16.731075 eta: 39 days, 22:39:48 batch_cost: 0.8703 data_cost: 0.0010 ips: 9.1922 images/s [07/20 22:21:44] ppdet.engine INFO: Epoch: [2] [26700/54024] learning_rate: 0.000100 loss_class: 0.760960 loss_bbox: 0.133777 loss_giou: 0.635245 loss_class_aux: 4.847321 loss_bbox_aux: 0.894242 loss_giou_aux: 4.076194 loss_class_dn: 0.408190 loss_bbox_dn: 0.132227 loss_giou_dn: 0.513615 loss_class_aux_dn: 2.178170 loss_bbox_aux_dn: 0.772552 loss_giou_aux_dn: 2.836520 loss: 18.243241 eta: 39 days, 22:35:43 batch_cost: 0.8639 data_cost: 0.0012 ips: 9.2606 images/s [07/20 22:23:24] ppdet.engine INFO: Epoch: [2] [26800/54024] learning_rate: 0.000100 loss_class: 0.745502 loss_bbox: 0.132792 loss_giou: 0.544523 loss_class_aux: 4.616919 loss_bbox_aux: 0.860527 loss_giou_aux: 3.463520 loss_class_dn: 0.384470 loss_bbox_dn: 0.131919 loss_giou_dn: 0.482838 loss_class_aux_dn: 2.048661 loss_bbox_aux_dn: 0.784831 loss_giou_aux_dn: 2.649486 loss: 16.906863 eta: 39 days, 22:35:49 batch_cost: 0.9542 data_cost: 0.0010 ips: 8.3840 images/s [07/20 22:24:50] ppdet.engine INFO: Epoch: [2] [26900/54024] learning_rate: 0.000100 loss_class: 0.761869 loss_bbox: 0.136465 loss_giou: 0.587593 loss_class_aux: 4.769157 loss_bbox_aux: 0.906247 loss_giou_aux: 3.716382 loss_class_dn: 0.385678 loss_bbox_dn: 0.138727 loss_giou_dn: 0.505109 loss_class_aux_dn: 2.037457 loss_bbox_aux_dn: 0.836235 loss_giou_aux_dn: 2.749913 loss: 17.674866 eta: 39 days, 22:29:34 batch_cost: 0.8174 data_cost: 0.0009 ips: 9.7876 images/s [07/20 22:26:32] ppdet.engine INFO: Epoch: [2] [27000/54024] learning_rate: 0.000100 loss_class: 0.752343 loss_bbox: 0.124975 loss_giou: 0.570942 loss_class_aux: 4.651240 loss_bbox_aux: 0.816348 loss_giou_aux: 3.589847 loss_class_dn: 0.373950 loss_bbox_dn: 0.129535 loss_giou_dn: 0.478550 loss_class_aux_dn: 1.978591 loss_bbox_aux_dn: 0.759852 loss_giou_aux_dn: 2.631790 loss: 17.204597 eta: 39 days, 22:30:29 batch_cost: 0.9717 data_cost: 0.0013 ips: 8.2329 images/s [07/20 22:27:55] ppdet.engine INFO: Epoch: [2] [27100/54024] learning_rate: 0.000100 loss_class: 0.679143 loss_bbox: 0.115463 loss_giou: 0.508230 loss_class_aux: 4.310273 loss_bbox_aux: 0.771241 loss_giou_aux: 3.221148 loss_class_dn: 0.350380 loss_bbox_dn: 0.131971 loss_giou_dn: 0.449456 loss_class_aux_dn: 1.857464 loss_bbox_aux_dn: 0.785522 loss_giou_aux_dn: 2.441239 loss: 15.910031 eta: 39 days, 22:22:56 batch_cost: 0.7891 data_cost: 0.0010 ips: 10.1378 images/s [07/20 22:29:35] ppdet.engine INFO: Epoch: [2] [27200/54024] learning_rate: 0.000100 loss_class: 0.725365 loss_bbox: 0.123946 loss_giou: 0.542098 loss_class_aux: 4.549862 loss_bbox_aux: 0.812194 loss_giou_aux: 3.416103 loss_class_dn: 0.372334 loss_bbox_dn: 0.142331 loss_giou_dn: 0.455310 loss_class_aux_dn: 1.986066 loss_bbox_aux_dn: 0.832149 loss_giou_aux_dn: 2.505504 loss: 16.805403 eta: 39 days, 22:23:13 batch_cost: 0.9582 data_cost: 0.0010 ips: 8.3491 images/s [07/20 22:31:01] ppdet.engine INFO: Epoch: [2] [27300/54024] learning_rate: 0.000100 loss_class: 0.742968 loss_bbox: 0.128022 loss_giou: 0.529315 loss_class_aux: 4.635740 loss_bbox_aux: 0.832019 loss_giou_aux: 3.345509 loss_class_dn: 0.376975 loss_bbox_dn: 0.137072 loss_giou_dn: 0.453818 loss_class_aux_dn: 2.007745 loss_bbox_aux_dn: 0.800724 loss_giou_aux_dn: 2.526123 loss: 16.891084 eta: 39 days, 22:17:03 batch_cost: 0.8187 data_cost: 0.0010 ips: 9.7719 images/s [07/20 22:32:40] ppdet.engine INFO: Epoch: [2] [27400/54024] learning_rate: 0.000100 loss_class: 0.737608 loss_bbox: 0.123360 loss_giou: 0.598538 loss_class_aux: 4.566837 loss_bbox_aux: 0.812760 loss_giou_aux: 3.738630 loss_class_dn: 0.381367 loss_bbox_dn: 0.137193 loss_giou_dn: 0.499464 loss_class_aux_dn: 2.026983 loss_bbox_aux_dn: 0.785883 loss_giou_aux_dn: 2.727477 loss: 17.339971 eta: 39 days, 22:16:50 batch_cost: 0.9474 data_cost: 0.0010 ips: 8.4438 images/s [07/20 22:34:16] ppdet.engine INFO: Epoch: [2] [27500/54024] learning_rate: 0.000100 loss_class: 0.692434 loss_bbox: 0.127506 loss_giou: 0.511087 loss_class_aux: 4.388405 loss_bbox_aux: 0.827692 loss_giou_aux: 3.278896 loss_class_dn: 0.362179 loss_bbox_dn: 0.132895 loss_giou_dn: 0.449325 loss_class_aux_dn: 1.963224 loss_bbox_aux_dn: 0.758708 loss_giou_aux_dn: 2.521816 loss: 16.375830 eta: 39 days, 22:15:08 batch_cost: 0.9151 data_cost: 0.0453 ips: 8.7417 images/s [07/20 22:35:49] ppdet.engine INFO: Epoch: [2] [27600/54024] learning_rate: 0.000100 loss_class: 0.731818 loss_bbox: 0.126413 loss_giou: 0.575146 loss_class_aux: 4.546283 loss_bbox_aux: 0.832390 loss_giou_aux: 3.627962 loss_class_dn: 0.366722 loss_bbox_dn: 0.135129 loss_giou_dn: 0.474232 loss_class_aux_dn: 1.982495 loss_bbox_aux_dn: 0.782970 loss_giou_aux_dn: 2.593883 loss: 16.622521 eta: 39 days, 22:11:40 batch_cost: 0.8771 data_cost: 0.0286 ips: 9.1215 images/s [07/20 22:37:17] ppdet.engine INFO: Epoch: [2] [27700/54024] learning_rate: 0.000100 loss_class: 0.715970 loss_bbox: 0.124305 loss_giou: 0.595980 loss_class_aux: 4.451597 loss_bbox_aux: 0.803352 loss_giou_aux: 3.722861 loss_class_dn: 0.390001 loss_bbox_dn: 0.133290 loss_giou_dn: 0.504431 loss_class_aux_dn: 2.074487 loss_bbox_aux_dn: 0.756277 loss_giou_aux_dn: 2.759271 loss: 17.766016 eta: 39 days, 22:06:46 batch_cost: 0.8459 data_cost: 0.0128 ips: 9.4576 images/s [07/20 22:39:02] ppdet.engine INFO: Epoch: [2] [27800/54024] learning_rate: 0.000100 loss_class: 0.682722 loss_bbox: 0.131322 loss_giou: 0.544163 loss_class_aux: 4.297752 loss_bbox_aux: 0.848875 loss_giou_aux: 3.439093 loss_class_dn: 0.357248 loss_bbox_dn: 0.132435 loss_giou_dn: 0.456329 loss_class_aux_dn: 1.906439 loss_bbox_aux_dn: 0.777978 loss_giou_aux_dn: 2.528226 loss: 16.234303 eta: 39 days, 22:08:56 batch_cost: 0.9990 data_cost: 0.0010 ips: 8.0079 images/s [07/20 22:40:31] ppdet.engine INFO: Epoch: [2] [27900/54024] learning_rate: 0.000100 loss_class: 0.719219 loss_bbox: 0.124308 loss_giou: 0.517244 loss_class_aux: 4.505532 loss_bbox_aux: 0.786732 loss_giou_aux: 3.242984 loss_class_dn: 0.361001 loss_bbox_dn: 0.142790 loss_giou_dn: 0.440138 loss_class_aux_dn: 1.917475 loss_bbox_aux_dn: 0.845240 loss_giou_aux_dn: 2.447757 loss: 15.927248 eta: 39 days, 22:04:20 batch_cost: 0.8521 data_cost: 0.0009 ips: 9.3887 images/s [07/20 22:41:58] ppdet.engine INFO: Epoch: [2] [28000/54024] learning_rate: 0.000100 loss_class: 0.733221 loss_bbox: 0.132550 loss_giou: 0.588555 loss_class_aux: 4.551930 loss_bbox_aux: 0.864492 loss_giou_aux: 3.703193 loss_class_dn: 0.383194 loss_bbox_dn: 0.132963 loss_giou_dn: 0.480444 loss_class_aux_dn: 2.058084 loss_bbox_aux_dn: 0.798623 loss_giou_aux_dn: 2.633377 loss: 17.396393 eta: 39 days, 21:58:43 batch_cost: 0.8301 data_cost: 0.0174 ips: 9.6372 images/s [07/20 22:43:43] ppdet.engine INFO: Epoch: [2] [28100/54024] learning_rate: 0.000100 loss_class: 0.699935 loss_bbox: 0.128753 loss_giou: 0.512985 loss_class_aux: 4.433057 loss_bbox_aux: 0.845991 loss_giou_aux: 3.188048 loss_class_dn: 0.368209 loss_bbox_dn: 0.130316 loss_giou_dn: 0.431288 loss_class_aux_dn: 1.964362 loss_bbox_aux_dn: 0.763741 loss_giou_aux_dn: 2.434829 loss: 15.949448 eta: 39 days, 22:00:54 batch_cost: 0.9994 data_cost: 0.0030 ips: 8.0049 images/s [07/20 22:45:07] ppdet.engine INFO: Epoch: [2] [28200/54024] learning_rate: 0.000100 loss_class: 0.746792 loss_bbox: 0.131719 loss_giou: 0.592201 loss_class_aux: 4.665783 loss_bbox_aux: 0.861289 loss_giou_aux: 3.699617 loss_class_dn: 0.394824 loss_bbox_dn: 0.140056 loss_giou_dn: 0.504281 loss_class_aux_dn: 2.109066 loss_bbox_aux_dn: 0.851234 loss_giou_aux_dn: 2.804085 loss: 18.199759 eta: 39 days, 21:53:54 batch_cost: 0.7999 data_cost: 0.0011 ips: 10.0017 images/s [07/20 22:46:45] ppdet.engine INFO: Epoch: [2] [28300/54024] learning_rate: 0.000100 loss_class: 0.737027 loss_bbox: 0.132140 loss_giou: 0.575528 loss_class_aux: 4.628747 loss_bbox_aux: 0.878206 loss_giou_aux: 3.565522 loss_class_dn: 0.393192 loss_bbox_dn: 0.130355 loss_giou_dn: 0.473891 loss_class_aux_dn: 2.051328 loss_bbox_aux_dn: 0.760732 loss_giou_aux_dn: 2.592599 loss: 17.357798 eta: 39 days, 21:53:27 batch_cost: 0.9422 data_cost: 0.0010 ips: 8.4912 images/s [07/20 22:48:12] ppdet.engine INFO: Epoch: [2] [28400/54024] learning_rate: 0.000100 loss_class: 0.700552 loss_bbox: 0.125962 loss_giou: 0.542519 loss_class_aux: 4.374875 loss_bbox_aux: 0.839841 loss_giou_aux: 3.382734 loss_class_dn: 0.366460 loss_bbox_dn: 0.135051 loss_giou_dn: 0.472543 loss_class_aux_dn: 1.931569 loss_bbox_aux_dn: 0.797768 loss_giou_aux_dn: 2.557244 loss: 16.090819 eta: 39 days, 21:47:23 batch_cost: 0.8201 data_cost: 0.0010 ips: 9.7552 images/s [07/20 22:49:43] ppdet.engine INFO: Epoch: [2] [28500/54024] learning_rate: 0.000100 loss_class: 0.701943 loss_bbox: 0.125677 loss_giou: 0.528390 loss_class_aux: 4.436355 loss_bbox_aux: 0.790166 loss_giou_aux: 3.343137 loss_class_dn: 0.360222 loss_bbox_dn: 0.129281 loss_giou_dn: 0.437888 loss_class_aux_dn: 1.926677 loss_bbox_aux_dn: 0.782006 loss_giou_aux_dn: 2.418553 loss: 15.889084 eta: 39 days, 21:43:34 batch_cost: 0.8686 data_cost: 0.0052 ips: 9.2104 images/s [07/20 22:51:14] ppdet.engine INFO: Epoch: [2] [28600/54024] learning_rate: 0.000100 loss_class: 0.729903 loss_bbox: 0.125303 loss_giou: 0.519996 loss_class_aux: 4.527672 loss_bbox_aux: 0.791081 loss_giou_aux: 3.247177 loss_class_dn: 0.365345 loss_bbox_dn: 0.136529 loss_giou_dn: 0.463265 loss_class_aux_dn: 1.951016 loss_bbox_aux_dn: 0.802470 loss_giou_aux_dn: 2.575908 loss: 16.260139 eta: 39 days, 21:40:02 batch_cost: 0.8750 data_cost: 0.0060 ips: 9.1430 images/s [07/20 22:52:43] ppdet.engine INFO: Epoch: [2] [28700/54024] learning_rate: 0.000100 loss_class: 0.695749 loss_bbox: 0.134514 loss_giou: 0.582572 loss_class_aux: 4.409942 loss_bbox_aux: 0.864642 loss_giou_aux: 3.615906 loss_class_dn: 0.366689 loss_bbox_dn: 0.136728 loss_giou_dn: 0.478930 loss_class_aux_dn: 1.946208 loss_bbox_aux_dn: 0.785508 loss_giou_aux_dn: 2.640290 loss: 16.801953 eta: 39 days, 21:35:12 batch_cost: 0.8462 data_cost: 0.0193 ips: 9.4537 images/s [07/20 22:54:22] ppdet.engine INFO: Epoch: [2] [28800/54024] learning_rate: 0.000100 loss_class: 0.726843 loss_bbox: 0.130903 loss_giou: 0.535272 loss_class_aux: 4.556828 loss_bbox_aux: 0.847865 loss_giou_aux: 3.357032 loss_class_dn: 0.373015 loss_bbox_dn: 0.145270 loss_giou_dn: 0.460725 loss_class_aux_dn: 2.012702 loss_bbox_aux_dn: 0.850782 loss_giou_aux_dn: 2.535177 loss: 17.175344 eta: 39 days, 21:34:53 batch_cost: 0.9452 data_cost: 0.0010 ips: 8.4639 images/s [07/20 22:55:58] ppdet.engine INFO: Epoch: [2] [28900/54024] learning_rate: 0.000100 loss_class: 0.742452 loss_bbox: 0.132606 loss_giou: 0.569132 loss_class_aux: 4.629648 loss_bbox_aux: 0.853000 loss_giou_aux: 3.541530 loss_class_dn: 0.382673 loss_bbox_dn: 0.132472 loss_giou_dn: 0.490910 loss_class_aux_dn: 2.029329 loss_bbox_aux_dn: 0.808517 loss_giou_aux_dn: 2.703854 loss: 16.922658 eta: 39 days, 21:32:47 batch_cost: 0.9061 data_cost: 0.0012 ips: 8.8287 images/s [07/20 22:57:32] ppdet.engine INFO: Epoch: [2] [29000/54024] learning_rate: 0.000100 loss_class: 0.745674 loss_bbox: 0.141537 loss_giou: 0.561723 loss_class_aux: 4.650407 loss_bbox_aux: 0.926736 loss_giou_aux: 3.546674 loss_class_dn: 0.393641 loss_bbox_dn: 0.141377 loss_giou_dn: 0.476908 loss_class_aux_dn: 2.099365 loss_bbox_aux_dn: 0.834799 loss_giou_aux_dn: 2.626895 loss: 16.919906 eta: 39 days, 21:30:29 batch_cost: 0.9019 data_cost: 0.0009 ips: 8.8701 images/s [07/20 22:59:04] ppdet.engine INFO: Epoch: [2] [29100/54024] learning_rate: 0.000100 loss_class: 0.704677 loss_bbox: 0.132147 loss_giou: 0.573998 loss_class_aux: 4.311469 loss_bbox_aux: 0.869042 loss_giou_aux: 3.591515 loss_class_dn: 0.374204 loss_bbox_dn: 0.129503 loss_giou_dn: 0.485291 loss_class_aux_dn: 1.990457 loss_bbox_aux_dn: 0.775578 loss_giou_aux_dn: 2.646888 loss: 17.335075 eta: 39 days, 21:26:57 batch_cost: 0.8745 data_cost: 0.0009 ips: 9.1479 images/s [07/20 23:00:32] ppdet.engine INFO: Epoch: [2] [29200/54024] learning_rate: 0.000100 loss_class: 0.766199 loss_bbox: 0.129375 loss_giou: 0.553778 loss_class_aux: 4.704220 loss_bbox_aux: 0.845120 loss_giou_aux: 3.482238 loss_class_dn: 0.387449 loss_bbox_dn: 0.147558 loss_giou_dn: 0.460871 loss_class_aux_dn: 2.093423 loss_bbox_aux_dn: 0.830882 loss_giou_aux_dn: 2.567442 loss: 17.066390 eta: 39 days, 21:21:34 batch_cost: 0.8339 data_cost: 0.0010 ips: 9.5932 images/s [07/20 23:01:58] ppdet.engine INFO: Epoch: [2] [29300/54024] learning_rate: 0.000100 loss_class: 0.748008 loss_bbox: 0.130275 loss_giou: 0.569779 loss_class_aux: 4.673607 loss_bbox_aux: 0.838983 loss_giou_aux: 3.583828 loss_class_dn: 0.385414 loss_bbox_dn: 0.137039 loss_giou_dn: 0.484013 loss_class_aux_dn: 2.088095 loss_bbox_aux_dn: 0.827657 loss_giou_aux_dn: 2.661026 loss: 17.399999 eta: 39 days, 21:15:45 batch_cost: 0.8245 data_cost: 0.0034 ips: 9.7034 images/s [07/20 23:03:28] ppdet.engine INFO: Epoch: [2] [29400/54024] learning_rate: 0.000100 loss_class: 0.718486 loss_bbox: 0.147401 loss_giou: 0.542393 loss_class_aux: 4.548016 loss_bbox_aux: 0.954901 loss_giou_aux: 3.392360 loss_class_dn: 0.370245 loss_bbox_dn: 0.147940 loss_giou_dn: 0.450322 loss_class_aux_dn: 2.009581 loss_bbox_aux_dn: 0.888880 loss_giou_aux_dn: 2.502727 loss: 16.939137 eta: 39 days, 21:10:59 batch_cost: 0.8471 data_cost: 0.0010 ips: 9.4436 images/s [07/20 23:04:50] ppdet.engine INFO: Epoch: [2] [29500/54024] learning_rate: 0.000100 loss_class: 0.744248 loss_bbox: 0.131695 loss_giou: 0.587339 loss_class_aux: 4.637482 loss_bbox_aux: 0.852182 loss_giou_aux: 3.646224 loss_class_dn: 0.390391 loss_bbox_dn: 0.135888 loss_giou_dn: 0.489353 loss_class_aux_dn: 2.076328 loss_bbox_aux_dn: 0.799212 loss_giou_aux_dn: 2.724604 loss: 17.647507 eta: 39 days, 21:03:20 batch_cost: 0.7836 data_cost: 0.0011 ips: 10.2088 images/s [07/20 23:06:14] ppdet.engine INFO: Epoch: [2] [29600/54024] learning_rate: 0.000100 loss_class: 0.692907 loss_bbox: 0.130715 loss_giou: 0.534967 loss_class_aux: 4.403884 loss_bbox_aux: 0.857351 loss_giou_aux: 3.305168 loss_class_dn: 0.360768 loss_bbox_dn: 0.148493 loss_giou_dn: 0.445852 loss_class_aux_dn: 1.944366 loss_bbox_aux_dn: 0.880104 loss_giou_aux_dn: 2.487953 loss: 16.615064 eta: 39 days, 20:56:05 batch_cost: 0.7924 data_cost: 0.0014 ips: 10.0955 images/s [07/20 23:07:48] ppdet.engine INFO: Epoch: [2] [29700/54024] learning_rate: 0.000100 loss_class: 0.688671 loss_bbox: 0.121294 loss_giou: 0.521733 loss_class_aux: 4.337181 loss_bbox_aux: 0.790915 loss_giou_aux: 3.313946 loss_class_dn: 0.348990 loss_bbox_dn: 0.127289 loss_giou_dn: 0.443300 loss_class_aux_dn: 1.854071 loss_bbox_aux_dn: 0.752852 loss_giou_aux_dn: 2.414300 loss: 15.432145 eta: 39 days, 20:53:27 batch_cost: 0.8939 data_cost: 0.0839 ips: 8.9492 images/s [07/20 23:09:19] ppdet.engine INFO: Epoch: [2] [29800/54024] learning_rate: 0.000100 loss_class: 0.690246 loss_bbox: 0.117594 loss_giou: 0.495744 loss_class_aux: 4.331836 loss_bbox_aux: 0.760674 loss_giou_aux: 3.186655 loss_class_dn: 0.344463 loss_bbox_dn: 0.125927 loss_giou_dn: 0.416296 loss_class_aux_dn: 1.868248 loss_bbox_aux_dn: 0.741527 loss_giou_aux_dn: 2.320782 loss: 15.419299 eta: 39 days, 20:49:33 batch_cost: 0.8660 data_cost: 0.0009 ips: 9.2376 images/s [07/20 23:10:49] ppdet.engine INFO: Epoch: [2] [29900/54024] learning_rate: 0.000100 loss_class: 0.703033 loss_bbox: 0.130043 loss_giou: 0.560447 loss_class_aux: 4.419835 loss_bbox_aux: 0.854699 loss_giou_aux: 3.491532 loss_class_dn: 0.364225 loss_bbox_dn: 0.133918 loss_giou_dn: 0.465054 loss_class_aux_dn: 1.969568 loss_bbox_aux_dn: 0.785700 loss_giou_aux_dn: 2.575125 loss: 16.738256 eta: 39 days, 20:45:17 batch_cost: 0.8574 data_cost: 0.0010 ips: 9.3302 images/s [07/20 23:12:42] ppdet.engine INFO: Epoch: [2] [30000/54024] learning_rate: 0.000100 loss_class: 0.746470 loss_bbox: 0.126130 loss_giou: 0.571089 loss_class_aux: 4.677617 loss_bbox_aux: 0.838005 loss_giou_aux: 3.570374 loss_class_dn: 0.387149 loss_bbox_dn: 0.146007 loss_giou_dn: 0.465815 loss_class_aux_dn: 2.072339 loss_bbox_aux_dn: 0.864694 loss_giou_aux_dn: 2.585900 loss: 16.766088 eta: 39 days, 20:51:14 batch_cost: 1.0834 data_cost: 0.1833 ips: 7.3844 images/s [07/20 23:14:05] ppdet.engine INFO: Epoch: [2] [30100/54024] learning_rate: 0.000100 loss_class: 0.689571 loss_bbox: 0.125673 loss_giou: 0.570536 loss_class_aux: 4.439212 loss_bbox_aux: 0.821698 loss_giou_aux: 3.575618 loss_class_dn: 0.367825 loss_bbox_dn: 0.133817 loss_giou_dn: 0.479655 loss_class_aux_dn: 1.950342 loss_bbox_aux_dn: 0.798903 loss_giou_aux_dn: 2.622272 loss: 16.660447 eta: 39 days, 20:44:03 batch_cost: 0.7933 data_cost: 0.0009 ips: 10.0848 images/s [07/20 23:15:51] ppdet.engine INFO: Epoch: [2] [30200/54024] learning_rate: 0.000100 loss_class: 0.699999 loss_bbox: 0.132854 loss_giou: 0.522097 loss_class_aux: 4.427913 loss_bbox_aux: 0.875171 loss_giou_aux: 3.297828 loss_class_dn: 0.367948 loss_bbox_dn: 0.138482 loss_giou_dn: 0.457042 loss_class_aux_dn: 1.980193 loss_bbox_aux_dn: 0.803740 loss_giou_aux_dn: 2.473978 loss: 16.825077 eta: 39 days, 20:46:53 batch_cost: 1.0146 data_cost: 0.0009 ips: 7.8849 images/s [07/20 23:17:24] ppdet.engine INFO: Epoch: [2] [30300/54024] learning_rate: 0.000100 loss_class: 0.727589 loss_bbox: 0.135552 loss_giou: 0.553140 loss_class_aux: 4.556515 loss_bbox_aux: 0.896759 loss_giou_aux: 3.418433 loss_class_dn: 0.385756 loss_bbox_dn: 0.144227 loss_giou_dn: 0.462832 loss_class_aux_dn: 2.063347 loss_bbox_aux_dn: 0.850211 loss_giou_aux_dn: 2.567069 loss: 17.340363 eta: 39 days, 20:43:49 batch_cost: 0.8839 data_cost: 0.0009 ips: 9.0504 images/s [07/20 23:18:57] ppdet.engine INFO: Epoch: [2] [30400/54024] learning_rate: 0.000100 loss_class: 0.688896 loss_bbox: 0.133643 loss_giou: 0.559938 loss_class_aux: 4.304827 loss_bbox_aux: 0.866072 loss_giou_aux: 3.488163 loss_class_dn: 0.379950 loss_bbox_dn: 0.129511 loss_giou_dn: 0.456660 loss_class_aux_dn: 2.043616 loss_bbox_aux_dn: 0.731833 loss_giou_aux_dn: 2.511490 loss: 16.979475 eta: 39 days, 20:40:57 batch_cost: 0.8885 data_cost: 0.0010 ips: 9.0040 images/s [07/20 23:20:29] ppdet.engine INFO: Epoch: [2] [30500/54024] learning_rate: 0.000100 loss_class: 0.727021 loss_bbox: 0.131290 loss_giou: 0.562427 loss_class_aux: 4.624124 loss_bbox_aux: 0.828121 loss_giou_aux: 3.502680 loss_class_dn: 0.374539 loss_bbox_dn: 0.125476 loss_giou_dn: 0.472475 loss_class_aux_dn: 2.019359 loss_bbox_aux_dn: 0.745089 loss_giou_aux_dn: 2.605365 loss: 16.932498 eta: 39 days, 20:37:18 batch_cost: 0.8713 data_cost: 0.0010 ips: 9.1812 images/s [07/20 23:22:08] ppdet.engine INFO: Epoch: [2] [30600/54024] learning_rate: 0.000100 loss_class: 0.782378 loss_bbox: 0.130573 loss_giou: 0.594504 loss_class_aux: 4.805856 loss_bbox_aux: 0.854692 loss_giou_aux: 3.719251 loss_class_dn: 0.396420 loss_bbox_dn: 0.141070 loss_giou_dn: 0.492611 loss_class_aux_dn: 2.092512 loss_bbox_aux_dn: 0.819494 loss_giou_aux_dn: 2.695984 loss: 17.705724 eta: 39 days, 20:36:55 batch_cost: 0.9434 data_cost: 0.0010 ips: 8.4796 images/s [07/20 23:23:33] ppdet.engine INFO: Epoch: [2] [30700/54024] learning_rate: 0.000100 loss_class: 0.742325 loss_bbox: 0.129473 loss_giou: 0.558405 loss_class_aux: 4.669938 loss_bbox_aux: 0.850246 loss_giou_aux: 3.566403 loss_class_dn: 0.363664 loss_bbox_dn: 0.135330 loss_giou_dn: 0.466012 loss_class_aux_dn: 1.982900 loss_bbox_aux_dn: 0.793443 loss_giou_aux_dn: 2.571769 loss: 16.848747 eta: 39 days, 20:30:20 batch_cost: 0.8059 data_cost: 0.0010 ips: 9.9266 images/s [07/20 23:25:19] ppdet.engine INFO: Epoch: [2] [30800/54024] learning_rate: 0.000100 loss_class: 0.721246 loss_bbox: 0.127180 loss_giou: 0.511808 loss_class_aux: 4.456652 loss_bbox_aux: 0.795228 loss_giou_aux: 3.267971 loss_class_dn: 0.348686 loss_bbox_dn: 0.133673 loss_giou_dn: 0.423826 loss_class_aux_dn: 1.868943 loss_bbox_aux_dn: 0.800963 loss_giou_aux_dn: 2.353394 loss: 15.620338 eta: 39 days, 20:33:28 batch_cost: 1.0215 data_cost: 0.0852 ips: 7.8315 images/s [07/20 23:26:56] ppdet.engine INFO: Epoch: [2] [30900/54024] learning_rate: 0.000100 loss_class: 0.709311 loss_bbox: 0.117238 loss_giou: 0.535283 loss_class_aux: 4.355625 loss_bbox_aux: 0.779138 loss_giou_aux: 3.361143 loss_class_dn: 0.354120 loss_bbox_dn: 0.130683 loss_giou_dn: 0.450569 loss_class_aux_dn: 1.914119 loss_bbox_aux_dn: 0.761155 loss_giou_aux_dn: 2.465357 loss: 16.060619 eta: 39 days, 20:32:16 batch_cost: 0.9255 data_cost: 0.0010 ips: 8.6437 images/s [07/20 23:28:37] ppdet.engine INFO: Epoch: [2] [31000/54024] learning_rate: 0.000100 loss_class: 0.723836 loss_bbox: 0.127547 loss_giou: 0.568173 loss_class_aux: 4.587446 loss_bbox_aux: 0.856122 loss_giou_aux: 3.561732 loss_class_dn: 0.370820 loss_bbox_dn: 0.139511 loss_giou_dn: 0.468886 loss_class_aux_dn: 1.991840 loss_bbox_aux_dn: 0.812346 loss_giou_aux_dn: 2.596076 loss: 16.620642 eta: 39 days, 20:32:37 batch_cost: 0.9600 data_cost: 0.0010 ips: 8.3334 images/s [07/20 23:30:12] ppdet.engine INFO: Epoch: [2] [31100/54024] learning_rate: 0.000100 loss_class: 0.732518 loss_bbox: 0.126016 loss_giou: 0.536311 loss_class_aux: 4.546406 loss_bbox_aux: 0.801214 loss_giou_aux: 3.382556 loss_class_dn: 0.360049 loss_bbox_dn: 0.138713 loss_giou_dn: 0.461636 loss_class_aux_dn: 1.939183 loss_bbox_aux_dn: 0.814341 loss_giou_aux_dn: 2.478364 loss: 16.543770 eta: 39 days, 20:30:42 batch_cost: 0.9095 data_cost: 0.0164 ips: 8.7963 images/s [07/20 23:31:53] ppdet.engine INFO: Epoch: [2] [31200/54024] learning_rate: 0.000100 loss_class: 0.747490 loss_bbox: 0.132968 loss_giou: 0.614058 loss_class_aux: 4.632674 loss_bbox_aux: 0.878590 loss_giou_aux: 3.821139 loss_class_dn: 0.389327 loss_bbox_dn: 0.133249 loss_giou_dn: 0.491470 loss_class_aux_dn: 2.074052 loss_bbox_aux_dn: 0.789905 loss_giou_aux_dn: 2.745130 loss: 17.944924 eta: 39 days, 20:31:15 batch_cost: 0.9642 data_cost: 0.0079 ips: 8.2967 images/s [07/20 23:33:34] ppdet.engine INFO: Epoch: [2] [31300/54024] learning_rate: 0.000100 loss_class: 0.716856 loss_bbox: 0.129904 loss_giou: 0.529246 loss_class_aux: 4.445822 loss_bbox_aux: 0.847260 loss_giou_aux: 3.329767 loss_class_dn: 0.368309 loss_bbox_dn: 0.136064 loss_giou_dn: 0.439439 loss_class_aux_dn: 1.951712 loss_bbox_aux_dn: 0.816518 loss_giou_aux_dn: 2.407326 loss: 16.710347 eta: 39 days, 20:32:14 batch_cost: 0.9742 data_cost: 0.0169 ips: 8.2121 images/s [07/20 23:35:06] ppdet.engine INFO: Epoch: [2] [31400/54024] learning_rate: 0.000100 loss_class: 0.688907 loss_bbox: 0.118254 loss_giou: 0.544112 loss_class_aux: 4.293616 loss_bbox_aux: 0.761129 loss_giou_aux: 3.445150 loss_class_dn: 0.362264 loss_bbox_dn: 0.134534 loss_giou_dn: 0.460413 loss_class_aux_dn: 1.937705 loss_bbox_aux_dn: 0.762855 loss_giou_aux_dn: 2.513415 loss: 16.418304 eta: 39 days, 20:28:54 batch_cost: 0.8782 data_cost: 0.0010 ips: 9.1092 images/s [07/20 23:36:37] ppdet.engine INFO: Epoch: [2] [31500/54024] learning_rate: 0.000100 loss_class: 0.722159 loss_bbox: 0.130487 loss_giou: 0.579806 loss_class_aux: 4.537107 loss_bbox_aux: 0.854558 loss_giou_aux: 3.613699 loss_class_dn: 0.373031 loss_bbox_dn: 0.129397 loss_giou_dn: 0.478416 loss_class_aux_dn: 2.008142 loss_bbox_aux_dn: 0.769188 loss_giou_aux_dn: 2.656542 loss: 16.945557 eta: 39 days, 20:24:37 batch_cost: 0.8566 data_cost: 0.0268 ips: 9.3397 images/s [07/20 23:38:18] ppdet.engine INFO: Epoch: [2] [31600/54024] learning_rate: 0.000100 loss_class: 0.730224 loss_bbox: 0.116330 loss_giou: 0.518719 loss_class_aux: 4.494688 loss_bbox_aux: 0.777113 loss_giou_aux: 3.265663 loss_class_dn: 0.363664 loss_bbox_dn: 0.132764 loss_giou_dn: 0.434287 loss_class_aux_dn: 1.934078 loss_bbox_aux_dn: 0.758749 loss_giou_aux_dn: 2.423311 loss: 16.299353 eta: 39 days, 20:25:32 batch_cost: 0.9728 data_cost: 0.0010 ips: 8.2241 images/s [07/20 23:39:45] ppdet.engine INFO: Epoch: [2] [31700/54024] learning_rate: 0.000100 loss_class: 0.720254 loss_bbox: 0.132840 loss_giou: 0.533449 loss_class_aux: 4.474035 loss_bbox_aux: 0.857047 loss_giou_aux: 3.331274 loss_class_dn: 0.369476 loss_bbox_dn: 0.140953 loss_giou_dn: 0.457058 loss_class_aux_dn: 2.016479 loss_bbox_aux_dn: 0.818565 loss_giou_aux_dn: 2.527807 loss: 16.481269 eta: 39 days, 20:19:41 batch_cost: 0.8216 data_cost: 0.0011 ips: 9.7374 images/s [07/20 23:41:23] ppdet.engine INFO: Epoch: [2] [31800/54024] learning_rate: 0.000100 loss_class: 0.688622 loss_bbox: 0.130232 loss_giou: 0.532121 loss_class_aux: 4.320119 loss_bbox_aux: 0.796488 loss_giou_aux: 3.397813 loss_class_dn: 0.363310 loss_bbox_dn: 0.125082 loss_giou_dn: 0.446217 loss_class_aux_dn: 1.926921 loss_bbox_aux_dn: 0.751882 loss_giou_aux_dn: 2.500827 loss: 15.770281 eta: 39 days, 20:19:04 batch_cost: 0.9384 data_cost: 0.0680 ips: 8.5251 images/s [07/20 23:42:51] ppdet.engine INFO: Epoch: [2] [31900/54024] learning_rate: 0.000100 loss_class: 0.747184 loss_bbox: 0.138524 loss_giou: 0.543029 loss_class_aux: 4.631213 loss_bbox_aux: 0.880102 loss_giou_aux: 3.360391 loss_class_dn: 0.368309 loss_bbox_dn: 0.141424 loss_giou_dn: 0.457290 loss_class_aux_dn: 1.976480 loss_bbox_aux_dn: 0.850039 loss_giou_aux_dn: 2.513789 loss: 16.585597 eta: 39 days, 20:13:51 batch_cost: 0.8358 data_cost: 0.0009 ips: 9.5717 images/s [07/20 23:44:26] ppdet.engine INFO: Epoch: [2] [32000/54024] learning_rate: 0.000100 loss_class: 0.696130 loss_bbox: 0.127397 loss_giou: 0.520108 loss_class_aux: 4.336675 loss_bbox_aux: 0.834364 loss_giou_aux: 3.250117 loss_class_dn: 0.365981 loss_bbox_dn: 0.137705 loss_giou_dn: 0.454550 loss_class_aux_dn: 1.934962 loss_bbox_aux_dn: 0.802316 loss_giou_aux_dn: 2.498741 loss: 16.570977 eta: 39 days, 20:12:13 batch_cost: 0.9156 data_cost: 0.0524 ips: 8.7378 images/s [07/20 23:46:00] ppdet.engine INFO: Epoch: [2] [32100/54024] learning_rate: 0.000100 loss_class: 0.688713 loss_bbox: 0.116977 loss_giou: 0.539171 loss_class_aux: 4.372258 loss_bbox_aux: 0.788461 loss_giou_aux: 3.374298 loss_class_dn: 0.361659 loss_bbox_dn: 0.129863 loss_giou_dn: 0.454482 loss_class_aux_dn: 1.912841 loss_bbox_aux_dn: 0.756505 loss_giou_aux_dn: 2.529744 loss: 16.290937 eta: 39 days, 20:09:32 batch_cost: 0.8921 data_cost: 0.0048 ips: 8.9676 images/s [07/20 23:47:30] ppdet.engine INFO: Epoch: [2] [32200/54024] learning_rate: 0.000100 loss_class: 0.720711 loss_bbox: 0.116450 loss_giou: 0.506434 loss_class_aux: 4.468132 loss_bbox_aux: 0.766803 loss_giou_aux: 3.175740 loss_class_dn: 0.359894 loss_bbox_dn: 0.129826 loss_giou_dn: 0.427594 loss_class_aux_dn: 1.921316 loss_bbox_aux_dn: 0.768438 loss_giou_aux_dn: 2.394473 loss: 16.276575 eta: 39 days, 20:05:22 batch_cost: 0.8589 data_cost: 0.0323 ips: 9.3144 images/s [07/20 23:48:56] ppdet.engine INFO: Epoch: [2] [32300/54024] learning_rate: 0.000100 loss_class: 0.746968 loss_bbox: 0.142630 loss_giou: 0.569995 loss_class_aux: 4.643589 loss_bbox_aux: 0.931304 loss_giou_aux: 3.568349 loss_class_dn: 0.391238 loss_bbox_dn: 0.155698 loss_giou_dn: 0.503563 loss_class_aux_dn: 2.090344 loss_bbox_aux_dn: 0.901516 loss_giou_aux_dn: 2.763682 loss: 17.689501 eta: 39 days, 19:59:02 batch_cost: 0.8102 data_cost: 0.0310 ips: 9.8739 images/s [07/20 23:50:29] ppdet.engine INFO: Epoch: [2] [32400/54024] learning_rate: 0.000100 loss_class: 0.752038 loss_bbox: 0.125078 loss_giou: 0.564313 loss_class_aux: 4.641783 loss_bbox_aux: 0.835890 loss_giou_aux: 3.542314 loss_class_dn: 0.386044 loss_bbox_dn: 0.145813 loss_giou_dn: 0.470545 loss_class_aux_dn: 2.045572 loss_bbox_aux_dn: 0.850175 loss_giou_aux_dn: 2.618526 loss: 17.015232 eta: 39 days, 19:56:03 batch_cost: 0.8852 data_cost: 0.0010 ips: 9.0374 images/s [07/20 23:51:54] ppdet.engine INFO: Epoch: [2] [32500/54024] learning_rate: 0.000100 loss_class: 0.746291 loss_bbox: 0.127121 loss_giou: 0.523997 loss_class_aux: 4.641764 loss_bbox_aux: 0.802625 loss_giou_aux: 3.262331 loss_class_dn: 0.371040 loss_bbox_dn: 0.123931 loss_giou_dn: 0.455873 loss_class_aux_dn: 1.957174 loss_bbox_aux_dn: 0.735956 loss_giou_aux_dn: 2.527213 loss: 16.826735 eta: 39 days, 19:49:33 batch_cost: 0.8061 data_cost: 0.0206 ips: 9.9242 images/s [07/20 23:53:30] ppdet.engine INFO: Epoch: [2] [32600/54024] learning_rate: 0.000100 loss_class: 0.706425 loss_bbox: 0.127496 loss_giou: 0.495776 loss_class_aux: 4.440984 loss_bbox_aux: 0.840677 loss_giou_aux: 3.154150 loss_class_dn: 0.365338 loss_bbox_dn: 0.143360 loss_giou_dn: 0.432527 loss_class_aux_dn: 1.948667 loss_bbox_aux_dn: 0.844573 loss_giou_aux_dn: 2.469722 loss: 16.543669 eta: 39 days, 19:47:57 batch_cost: 0.9162 data_cost: 0.0010 ips: 8.7318 images/s [07/20 23:55:31] ppdet.engine INFO: Epoch: [2] [32700/54024] learning_rate: 0.000100 loss_class: 0.722908 loss_bbox: 0.125820 loss_giou: 0.515725 loss_class_aux: 4.468369 loss_bbox_aux: 0.801295 loss_giou_aux: 3.222908 loss_class_dn: 0.361306 loss_bbox_dn: 0.118751 loss_giou_dn: 0.438557 loss_class_aux_dn: 1.939955 loss_bbox_aux_dn: 0.703258 loss_giou_aux_dn: 2.411822 loss: 16.083141 eta: 39 days, 19:57:13 batch_cost: 1.1608 data_cost: 0.0084 ips: 6.8917 images/s [07/20 23:57:05] ppdet.engine INFO: Epoch: [2] [32800/54024] learning_rate: 0.000100 loss_class: 0.726545 loss_bbox: 0.127681 loss_giou: 0.594434 loss_class_aux: 4.472059 loss_bbox_aux: 0.847625 loss_giou_aux: 3.707702 loss_class_dn: 0.368222 loss_bbox_dn: 0.135420 loss_giou_dn: 0.490630 loss_class_aux_dn: 2.010486 loss_bbox_aux_dn: 0.810236 loss_giou_aux_dn: 2.669092 loss: 16.985820 eta: 39 days, 19:55:02 batch_cost: 0.9032 data_cost: 0.0146 ips: 8.8577 images/s [07/20 23:58:36] ppdet.engine INFO: Epoch: [2] [32900/54024] learning_rate: 0.000100 loss_class: 0.754645 loss_bbox: 0.137530 loss_giou: 0.593392 loss_class_aux: 4.651715 loss_bbox_aux: 0.902974 loss_giou_aux: 3.753412 loss_class_dn: 0.380717 loss_bbox_dn: 0.144978 loss_giou_dn: 0.463750 loss_class_aux_dn: 2.040586 loss_bbox_aux_dn: 0.831558 loss_giou_aux_dn: 2.544643 loss: 17.194436 eta: 39 days, 19:51:11 batch_cost: 0.8656 data_cost: 0.0212 ips: 9.2421 images/s [07/21 00:00:15] ppdet.engine INFO: Epoch: [2] [33000/54024] learning_rate: 0.000100 loss_class: 0.707376 loss_bbox: 0.124131 loss_giou: 0.512419 loss_class_aux: 4.477321 loss_bbox_aux: 0.815626 loss_giou_aux: 3.275799 loss_class_dn: 0.364908 loss_bbox_dn: 0.129543 loss_giou_dn: 0.437405 loss_class_aux_dn: 1.946330 loss_bbox_aux_dn: 0.781466 loss_giou_aux_dn: 2.392563 loss: 16.230217 eta: 39 days, 19:50:58 batch_cost: 0.9479 data_cost: 0.0225 ips: 8.4400 images/s [07/21 00:01:52] ppdet.engine INFO: Epoch: [2] [33100/54024] learning_rate: 0.000100 loss_class: 0.718177 loss_bbox: 0.129010 loss_giou: 0.521569 loss_class_aux: 4.455466 loss_bbox_aux: 0.837638 loss_giou_aux: 3.242259 loss_class_dn: 0.373071 loss_bbox_dn: 0.139658 loss_giou_dn: 0.430132 loss_class_aux_dn: 1.996813 loss_bbox_aux_dn: 0.831019 loss_giou_aux_dn: 2.373895 loss: 16.442304 eta: 39 days, 19:49:44 batch_cost: 0.9247 data_cost: 0.0009 ips: 8.6519 images/s [07/21 00:03:46] ppdet.engine INFO: Epoch: [2] [33200/54024] learning_rate: 0.000100 loss_class: 0.720392 loss_bbox: 0.124965 loss_giou: 0.511890 loss_class_aux: 4.538376 loss_bbox_aux: 0.816333 loss_giou_aux: 3.253659 loss_class_dn: 0.367299 loss_bbox_dn: 0.132562 loss_giou_dn: 0.441050 loss_class_aux_dn: 1.988454 loss_bbox_aux_dn: 0.767093 loss_giou_aux_dn: 2.479220 loss: 16.371486 eta: 39 days, 19:55:49 batch_cost: 1.0898 data_cost: 0.0011 ips: 7.3407 images/s [07/21 00:05:09] ppdet.engine INFO: Epoch: [2] [33300/54024] learning_rate: 0.000100 loss_class: 0.727620 loss_bbox: 0.129937 loss_giou: 0.542247 loss_class_aux: 4.551941 loss_bbox_aux: 0.846781 loss_giou_aux: 3.382628 loss_class_dn: 0.379726 loss_bbox_dn: 0.137134 loss_giou_dn: 0.460568 loss_class_aux_dn: 2.009133 loss_bbox_aux_dn: 0.792458 loss_giou_aux_dn: 2.547228 loss: 16.730648 eta: 39 days, 19:48:45 batch_cost: 0.7929 data_cost: 0.0055 ips: 10.0891 images/s [07/21 00:06:41] ppdet.engine INFO: Epoch: [2] [33400/54024] learning_rate: 0.000100 loss_class: 0.738364 loss_bbox: 0.145953 loss_giou: 0.558463 loss_class_aux: 4.578604 loss_bbox_aux: 0.927772 loss_giou_aux: 3.494324 loss_class_dn: 0.391102 loss_bbox_dn: 0.140971 loss_giou_dn: 0.462603 loss_class_aux_dn: 2.115702 loss_bbox_aux_dn: 0.809125 loss_giou_aux_dn: 2.534524 loss: 17.257588 eta: 39 days, 19:45:19 batch_cost: 0.8747 data_cost: 0.0010 ips: 9.1462 images/s [07/21 00:08:30] ppdet.engine INFO: Epoch: [2] [33500/54024] learning_rate: 0.000100 loss_class: 0.732706 loss_bbox: 0.131681 loss_giou: 0.531699 loss_class_aux: 4.569526 loss_bbox_aux: 0.854481 loss_giou_aux: 3.375780 loss_class_dn: 0.378889 loss_bbox_dn: 0.140138 loss_giou_dn: 0.445794 loss_class_aux_dn: 2.035135 loss_bbox_aux_dn: 0.867966 loss_giou_aux_dn: 2.496096 loss: 17.059946 eta: 39 days, 19:49:05 batch_cost: 1.0383 data_cost: 0.1591 ips: 7.7051 images/s [07/21 00:09:59] ppdet.engine INFO: Epoch: [2] [33600/54024] learning_rate: 0.000100 loss_class: 0.719089 loss_bbox: 0.122147 loss_giou: 0.541424 loss_class_aux: 4.473647 loss_bbox_aux: 0.787683 loss_giou_aux: 3.368025 loss_class_dn: 0.382267 loss_bbox_dn: 0.127772 loss_giou_dn: 0.454303 loss_class_aux_dn: 2.072424 loss_bbox_aux_dn: 0.761201 loss_giou_aux_dn: 2.511615 loss: 16.565562 eta: 39 days, 19:44:28 batch_cost: 0.8481 data_cost: 0.0009 ips: 9.4332 images/s [07/21 00:11:54] ppdet.engine INFO: Epoch: [2] [33700/54024] learning_rate: 0.000100 loss_class: 0.708525 loss_bbox: 0.127355 loss_giou: 0.519641 loss_class_aux: 4.360373 loss_bbox_aux: 0.833127 loss_giou_aux: 3.323813 loss_class_dn: 0.358658 loss_bbox_dn: 0.132402 loss_giou_dn: 0.443010 loss_class_aux_dn: 1.922060 loss_bbox_aux_dn: 0.791477 loss_giou_aux_dn: 2.455871 loss: 16.424679 eta: 39 days, 19:51:05 batch_cost: 1.1027 data_cost: 0.0012 ips: 7.2552 images/s [07/21 00:13:37] ppdet.engine INFO: Epoch: [2] [33800/54024] learning_rate: 0.000100 loss_class: 0.737693 loss_bbox: 0.136060 loss_giou: 0.483880 loss_class_aux: 4.663787 loss_bbox_aux: 0.866603 loss_giou_aux: 3.081141 loss_class_dn: 0.360549 loss_bbox_dn: 0.138025 loss_giou_dn: 0.430060 loss_class_aux_dn: 1.943419 loss_bbox_aux_dn: 0.854146 loss_giou_aux_dn: 2.417475 loss: 16.441645 eta: 39 days, 19:52:39 batch_cost: 0.9886 data_cost: 0.0010 ips: 8.0920 images/s [07/21 00:15:10] ppdet.engine INFO: Epoch: [2] [33900/54024] learning_rate: 0.000100 loss_class: 0.730783 loss_bbox: 0.131793 loss_giou: 0.541772 loss_class_aux: 4.528382 loss_bbox_aux: 0.868289 loss_giou_aux: 3.428365 loss_class_dn: 0.362326 loss_bbox_dn: 0.139993 loss_giou_dn: 0.445668 loss_class_aux_dn: 1.954401 loss_bbox_aux_dn: 0.817407 loss_giou_aux_dn: 2.486412 loss: 16.453900 eta: 39 days, 19:49:39 batch_cost: 0.8846 data_cost: 0.0009 ips: 9.0440 images/s [07/21 00:16:40] ppdet.engine INFO: Epoch: [2] [34000/54024] learning_rate: 0.000100 loss_class: 0.748007 loss_bbox: 0.140542 loss_giou: 0.622143 loss_class_aux: 4.706234 loss_bbox_aux: 0.912444 loss_giou_aux: 3.899720 loss_class_dn: 0.411700 loss_bbox_dn: 0.144515 loss_giou_dn: 0.515795 loss_class_aux_dn: 2.185231 loss_bbox_aux_dn: 0.874635 loss_giou_aux_dn: 2.857857 loss: 18.413259 eta: 39 days, 19:45:44 batch_cost: 0.8639 data_cost: 0.0009 ips: 9.2605 images/s [07/21 00:18:12] ppdet.engine INFO: Epoch: [2] [34100/54024] learning_rate: 0.000100 loss_class: 0.698127 loss_bbox: 0.124896 loss_giou: 0.504490 loss_class_aux: 4.348000 loss_bbox_aux: 0.797544 loss_giou_aux: 3.133906 loss_class_dn: 0.343120 loss_bbox_dn: 0.134113 loss_giou_dn: 0.444962 loss_class_aux_dn: 1.872203 loss_bbox_aux_dn: 0.791074 loss_giou_aux_dn: 2.446006 loss: 15.750632 eta: 39 days, 19:42:22 batch_cost: 0.8761 data_cost: 0.0009 ips: 9.1310 images/s [07/21 00:19:50] ppdet.engine INFO: Epoch: [2] [34200/54024] learning_rate: 0.000100 loss_class: 0.693915 loss_bbox: 0.123727 loss_giou: 0.542146 loss_class_aux: 4.327144 loss_bbox_aux: 0.810789 loss_giou_aux: 3.407075 loss_class_dn: 0.349306 loss_bbox_dn: 0.136890 loss_giou_dn: 0.450116 loss_class_aux_dn: 1.875388 loss_bbox_aux_dn: 0.808627 loss_giou_aux_dn: 2.453219 loss: 16.067493 eta: 39 days, 19:41:25 batch_cost: 0.9316 data_cost: 0.0009 ips: 8.5872 images/s [07/21 00:21:24] ppdet.engine INFO: Epoch: [2] [34300/54024] learning_rate: 0.000100 loss_class: 0.708609 loss_bbox: 0.122742 loss_giou: 0.520124 loss_class_aux: 4.413182 loss_bbox_aux: 0.808305 loss_giou_aux: 3.223789 loss_class_dn: 0.368717 loss_bbox_dn: 0.132195 loss_giou_dn: 0.436511 loss_class_aux_dn: 1.976308 loss_bbox_aux_dn: 0.792338 loss_giou_aux_dn: 2.457118 loss: 16.539621 eta: 39 days, 19:39:04 batch_cost: 0.8993 data_cost: 0.0010 ips: 8.8963 images/s [07/21 00:22:55] ppdet.engine INFO: Epoch: [2] [34400/54024] learning_rate: 0.000100 loss_class: 0.727956 loss_bbox: 0.131643 loss_giou: 0.514864 loss_class_aux: 4.459505 loss_bbox_aux: 0.857883 loss_giou_aux: 3.214095 loss_class_dn: 0.371576 loss_bbox_dn: 0.144105 loss_giou_dn: 0.449085 loss_class_aux_dn: 1.985477 loss_bbox_aux_dn: 0.850416 loss_giou_aux_dn: 2.503283 loss: 16.532836 eta: 39 days, 19:35:27 batch_cost: 0.8704 data_cost: 0.0194 ips: 9.1916 images/s [07/21 00:24:36] ppdet.engine INFO: Epoch: [2] [34500/54024] learning_rate: 0.000100 loss_class: 0.743431 loss_bbox: 0.134964 loss_giou: 0.576042 loss_class_aux: 4.611996 loss_bbox_aux: 0.869547 loss_giou_aux: 3.577090 loss_class_dn: 0.390925 loss_bbox_dn: 0.129937 loss_giou_dn: 0.484147 loss_class_aux_dn: 2.108634 loss_bbox_aux_dn: 0.748851 loss_giou_aux_dn: 2.698584 loss: 17.201900 eta: 39 days, 19:35:58 batch_cost: 0.9650 data_cost: 0.0009 ips: 8.2905 images/s [07/21 00:26:03] ppdet.engine INFO: Epoch: [2] [34600/54024] learning_rate: 0.000100 loss_class: 0.692404 loss_bbox: 0.122936 loss_giou: 0.520920 loss_class_aux: 4.388590 loss_bbox_aux: 0.796775 loss_giou_aux: 3.279603 loss_class_dn: 0.350626 loss_bbox_dn: 0.121591 loss_giou_dn: 0.454196 loss_class_aux_dn: 1.856435 loss_bbox_aux_dn: 0.732443 loss_giou_aux_dn: 2.513197 loss: 16.049638 eta: 39 days, 19:30:23 batch_cost: 0.8252 data_cost: 0.0009 ips: 9.6948 images/s [07/21 00:27:35] ppdet.engine INFO: Epoch: [2] [34700/54024] learning_rate: 0.000100 loss_class: 0.689598 loss_bbox: 0.130501 loss_giou: 0.528905 loss_class_aux: 4.304087 loss_bbox_aux: 0.842821 loss_giou_aux: 3.349254 loss_class_dn: 0.358625 loss_bbox_dn: 0.135411 loss_giou_dn: 0.452879 loss_class_aux_dn: 1.917642 loss_bbox_aux_dn: 0.805219 loss_giou_aux_dn: 2.533092 loss: 15.976760 eta: 39 days, 19:26:57 batch_cost: 0.8747 data_cost: 0.0009 ips: 9.1455 images/s [07/21 00:29:08] ppdet.engine INFO: Epoch: [2] [34800/54024] learning_rate: 0.000100 loss_class: 0.746524 loss_bbox: 0.128273 loss_giou: 0.567067 loss_class_aux: 4.664366 loss_bbox_aux: 0.836238 loss_giou_aux: 3.537988 loss_class_dn: 0.385411 loss_bbox_dn: 0.132111 loss_giou_dn: 0.462689 loss_class_aux_dn: 2.046988 loss_bbox_aux_dn: 0.772515 loss_giou_aux_dn: 2.592065 loss: 17.139654 eta: 39 days, 19:23:50 batch_cost: 0.8816 data_cost: 0.0514 ips: 9.0741 images/s [07/21 00:30:38] ppdet.engine INFO: Epoch: [2] [34900/54024] learning_rate: 0.000100 loss_class: 0.697549 loss_bbox: 0.133626 loss_giou: 0.542358 loss_class_aux: 4.304627 loss_bbox_aux: 0.868518 loss_giou_aux: 3.394135 loss_class_dn: 0.369346 loss_bbox_dn: 0.136008 loss_giou_dn: 0.473144 loss_class_aux_dn: 1.981390 loss_bbox_aux_dn: 0.761630 loss_giou_aux_dn: 2.602195 loss: 17.033184 eta: 39 days, 19:20:01 batch_cost: 0.8655 data_cost: 0.0009 ips: 9.2433 images/s [07/21 00:32:05] ppdet.engine INFO: Epoch: [2] [35000/54024] learning_rate: 0.000100 loss_class: 0.687882 loss_bbox: 0.127909 loss_giou: 0.545187 loss_class_aux: 4.342597 loss_bbox_aux: 0.834987 loss_giou_aux: 3.461853 loss_class_dn: 0.366741 loss_bbox_dn: 0.141113 loss_giou_dn: 0.461836 loss_class_aux_dn: 1.980218 loss_bbox_aux_dn: 0.840382 loss_giou_aux_dn: 2.575089 loss: 16.662066 eta: 39 days, 19:14:24 batch_cost: 0.8245 data_cost: 0.0010 ips: 9.7023 images/s [07/21 00:33:37] ppdet.engine INFO: Epoch: [2] [35100/54024] learning_rate: 0.000100 loss_class: 0.732662 loss_bbox: 0.134084 loss_giou: 0.564388 loss_class_aux: 4.581543 loss_bbox_aux: 0.861300 loss_giou_aux: 3.493927 loss_class_dn: 0.372966 loss_bbox_dn: 0.137083 loss_giou_dn: 0.473168 loss_class_aux_dn: 1.994670 loss_bbox_aux_dn: 0.802589 loss_giou_aux_dn: 2.584133 loss: 17.038949 eta: 39 days, 19:11:08 batch_cost: 0.8779 data_cost: 0.0009 ips: 9.1131 images/s [07/21 00:35:19] ppdet.engine INFO: Epoch: [2] [35200/54024] learning_rate: 0.000100 loss_class: 0.739827 loss_bbox: 0.127987 loss_giou: 0.579826 loss_class_aux: 4.569269 loss_bbox_aux: 0.846249 loss_giou_aux: 3.622222 loss_class_dn: 0.390991 loss_bbox_dn: 0.136272 loss_giou_dn: 0.468407 loss_class_aux_dn: 2.051950 loss_bbox_aux_dn: 0.797306 loss_giou_aux_dn: 2.579527 loss: 17.051957 eta: 39 days, 19:12:07 batch_cost: 0.9753 data_cost: 0.0009 ips: 8.2027 images/s [07/21 00:36:48] ppdet.engine INFO: Epoch: [2] [35300/54024] learning_rate: 0.000100 loss_class: 0.761867 loss_bbox: 0.129272 loss_giou: 0.577234 loss_class_aux: 4.743244 loss_bbox_aux: 0.878351 loss_giou_aux: 3.571983 loss_class_dn: 0.377710 loss_bbox_dn: 0.151706 loss_giou_dn: 0.470791 loss_class_aux_dn: 2.006538 loss_bbox_aux_dn: 0.872052 loss_giou_aux_dn: 2.630714 loss: 17.071613 eta: 39 days, 19:07:14 batch_cost: 0.8411 data_cost: 0.0009 ips: 9.5117 images/s [07/21 00:38:50] ppdet.engine INFO: Epoch: [2] [35400/54024] learning_rate: 0.000100 loss_class: 0.727978 loss_bbox: 0.123172 loss_giou: 0.512772 loss_class_aux: 4.558704 loss_bbox_aux: 0.812743 loss_giou_aux: 3.236947 loss_class_dn: 0.357723 loss_bbox_dn: 0.142002 loss_giou_dn: 0.427297 loss_class_aux_dn: 1.952784 loss_bbox_aux_dn: 0.837378 loss_giou_aux_dn: 2.355299 loss: 15.781574 eta: 39 days, 19:16:54 batch_cost: 1.1750 data_cost: 0.0009 ips: 6.8086 images/s [07/21 00:40:23] ppdet.engine INFO: Epoch: [2] [35500/54024] learning_rate: 0.000100 loss_class: 0.748849 loss_bbox: 0.127563 loss_giou: 0.539080 loss_class_aux: 4.703085 loss_bbox_aux: 0.858074 loss_giou_aux: 3.376138 loss_class_dn: 0.384350 loss_bbox_dn: 0.139531 loss_giou_dn: 0.458990 loss_class_aux_dn: 2.071892 loss_bbox_aux_dn: 0.815753 loss_giou_aux_dn: 2.540876 loss: 17.249109 eta: 39 days, 19:14:02 batch_cost: 0.8874 data_cost: 0.0009 ips: 9.0148 images/s [07/21 00:42:22] ppdet.engine INFO: Epoch: [2] [35600/54024] learning_rate: 0.000100 loss_class: 0.720091 loss_bbox: 0.136895 loss_giou: 0.542166 loss_class_aux: 4.469632 loss_bbox_aux: 0.883996 loss_giou_aux: 3.427192 loss_class_dn: 0.385828 loss_bbox_dn: 0.142919 loss_giou_dn: 0.457454 loss_class_aux_dn: 2.077392 loss_bbox_aux_dn: 0.875081 loss_giou_aux_dn: 2.559805 loss: 17.582293 eta: 39 days, 19:22:27 batch_cost: 1.1465 data_cost: 0.0188 ips: 6.9775 images/s [07/21 00:43:53] ppdet.engine INFO: Epoch: [2] [35700/54024] learning_rate: 0.000100 loss_class: 0.724922 loss_bbox: 0.127318 loss_giou: 0.527470 loss_class_aux: 4.527019 loss_bbox_aux: 0.823625 loss_giou_aux: 3.290538 loss_class_dn: 0.368962 loss_bbox_dn: 0.129915 loss_giou_dn: 0.439923 loss_class_aux_dn: 1.955302 loss_bbox_aux_dn: 0.770030 loss_giou_aux_dn: 2.433207 loss: 16.314957 eta: 39 days, 19:18:42 batch_cost: 0.8670 data_cost: 0.0009 ips: 9.2270 images/s [07/21 00:45:20] ppdet.engine INFO: Epoch: [2] [35800/54024] learning_rate: 0.000100 loss_class: 0.746533 loss_bbox: 0.134034 loss_giou: 0.567447 loss_class_aux: 4.639791 loss_bbox_aux: 0.893533 loss_giou_aux: 3.490855 loss_class_dn: 0.380102 loss_bbox_dn: 0.147991 loss_giou_dn: 0.455733 loss_class_aux_dn: 2.036739 loss_bbox_aux_dn: 0.871005 loss_giou_aux_dn: 2.512857 loss: 17.000191 eta: 39 days, 19:13:31 batch_cost: 0.8338 data_cost: 0.0010 ips: 9.5943 images/s [07/21 00:46:49] ppdet.engine INFO: Epoch: [2] [35900/54024] learning_rate: 0.000100 loss_class: 0.692423 loss_bbox: 0.120727 loss_giou: 0.563268 loss_class_aux: 4.405689 loss_bbox_aux: 0.783652 loss_giou_aux: 3.515135 loss_class_dn: 0.364684 loss_bbox_dn: 0.124225 loss_giou_dn: 0.476114 loss_class_aux_dn: 1.957803 loss_bbox_aux_dn: 0.750774 loss_giou_aux_dn: 2.640809 loss: 16.807096 eta: 39 days, 19:08:39 batch_cost: 0.8414 data_cost: 0.0018 ips: 9.5077 images/s [07/21 00:48:30] ppdet.engine INFO: Epoch: [2] [36000/54024] learning_rate: 0.000100 loss_class: 0.735171 loss_bbox: 0.132944 loss_giou: 0.558482 loss_class_aux: 4.490237 loss_bbox_aux: 0.871759 loss_giou_aux: 3.466323 loss_class_dn: 0.364863 loss_bbox_dn: 0.141507 loss_giou_dn: 0.461810 loss_class_aux_dn: 1.948531 loss_bbox_aux_dn: 0.799474 loss_giou_aux_dn: 2.553626 loss: 17.044911 eta: 39 days, 19:09:20 batch_cost: 0.9689 data_cost: 0.0010 ips: 8.2564 images/s [07/21 00:50:06] ppdet.engine INFO: Epoch: [2] [36100/54024] learning_rate: 0.000100 loss_class: 0.731926 loss_bbox: 0.131126 loss_giou: 0.551215 loss_class_aux: 4.593275 loss_bbox_aux: 0.852317 loss_giou_aux: 3.388004 loss_class_dn: 0.369816 loss_bbox_dn: 0.140056 loss_giou_dn: 0.460965 loss_class_aux_dn: 2.007790 loss_bbox_aux_dn: 0.852206 loss_giou_aux_dn: 2.582649 loss: 16.824594 eta: 39 days, 19:07:20 batch_cost: 0.9072 data_cost: 0.0009 ips: 8.8181 images/s [07/21 00:51:33] ppdet.engine INFO: Epoch: [2] [36200/54024] learning_rate: 0.000100 loss_class: 0.724657 loss_bbox: 0.124511 loss_giou: 0.545736 loss_class_aux: 4.489075 loss_bbox_aux: 0.826419 loss_giou_aux: 3.438129 loss_class_dn: 0.364097 loss_bbox_dn: 0.134984 loss_giou_dn: 0.446102 loss_class_aux_dn: 1.941704 loss_bbox_aux_dn: 0.794640 loss_giou_aux_dn: 2.485591 loss: 16.353669 eta: 39 days, 19:02:01 batch_cost: 0.8305 data_cost: 0.0090 ips: 9.6330 images/s [07/21 00:53:19] ppdet.engine INFO: Epoch: [2] [36300/54024] learning_rate: 0.000100 loss_class: 0.749740 loss_bbox: 0.134497 loss_giou: 0.517842 loss_class_aux: 4.756605 loss_bbox_aux: 0.860689 loss_giou_aux: 3.241732 loss_class_dn: 0.371176 loss_bbox_dn: 0.142559 loss_giou_dn: 0.441238 loss_class_aux_dn: 1.978203 loss_bbox_aux_dn: 0.866459 loss_giou_aux_dn: 2.443252 loss: 16.647818 eta: 39 days, 19:04:54 batch_cost: 1.0198 data_cost: 0.0010 ips: 7.8446 images/s [07/21 00:55:03] ppdet.engine INFO: Epoch: [2] [36400/54024] learning_rate: 0.000100 loss_class: 0.738087 loss_bbox: 0.134170 loss_giou: 0.566233 loss_class_aux: 4.680895 loss_bbox_aux: 0.878045 loss_giou_aux: 3.480963 loss_class_dn: 0.391276 loss_bbox_dn: 0.148450 loss_giou_dn: 0.469287 loss_class_aux_dn: 2.073577 loss_bbox_aux_dn: 0.874388 loss_giou_aux_dn: 2.680444 loss: 17.591558 eta: 39 days, 19:06:41 batch_cost: 0.9949 data_cost: 0.0009 ips: 8.0411 images/s [07/21 00:56:38] ppdet.engine INFO: Epoch: [2] [36500/54024] learning_rate: 0.000100 loss_class: 0.736795 loss_bbox: 0.139974 loss_giou: 0.561199 loss_class_aux: 4.584843 loss_bbox_aux: 0.894002 loss_giou_aux: 3.495189 loss_class_dn: 0.378570 loss_bbox_dn: 0.140484 loss_giou_dn: 0.478681 loss_class_aux_dn: 1.999649 loss_bbox_aux_dn: 0.836223 loss_giou_aux_dn: 2.667161 loss: 16.993011 eta: 39 days, 19:04:36 batch_cost: 0.9051 data_cost: 0.0009 ips: 8.8387 images/s [07/21 00:58:14] ppdet.engine INFO: Epoch: [2] [36600/54024] learning_rate: 0.000100 loss_class: 0.752099 loss_bbox: 0.132422 loss_giou: 0.591408 loss_class_aux: 4.694211 loss_bbox_aux: 0.905234 loss_giou_aux: 3.699453 loss_class_dn: 0.378168 loss_bbox_dn: 0.139577 loss_giou_dn: 0.466910 loss_class_aux_dn: 2.017555 loss_bbox_aux_dn: 0.858324 loss_giou_aux_dn: 2.652144 loss: 17.367970 eta: 39 days, 19:03:10 batch_cost: 0.9201 data_cost: 0.0009 ips: 8.6943 images/s [07/21 00:59:48] ppdet.engine INFO: Epoch: [2] [36700/54024] learning_rate: 0.000100 loss_class: 0.689852 loss_bbox: 0.131022 loss_giou: 0.485405 loss_class_aux: 4.307881 loss_bbox_aux: 0.865523 loss_giou_aux: 3.056974 loss_class_dn: 0.353512 loss_bbox_dn: 0.130532 loss_giou_dn: 0.416867 loss_class_aux_dn: 1.887969 loss_bbox_aux_dn: 0.822651 loss_giou_aux_dn: 2.312082 loss: 16.179216 eta: 39 days, 19:00:41 batch_cost: 0.8961 data_cost: 0.0009 ips: 8.9276 images/s [07/21 01:01:31] ppdet.engine INFO: Epoch: [2] [36800/54024] learning_rate: 0.000100 loss_class: 0.741552 loss_bbox: 0.123513 loss_giou: 0.507187 loss_class_aux: 4.738724 loss_bbox_aux: 0.789149 loss_giou_aux: 3.201828 loss_class_dn: 0.364227 loss_bbox_dn: 0.128573 loss_giou_dn: 0.450310 loss_class_aux_dn: 1.979319 loss_bbox_aux_dn: 0.779911 loss_giou_aux_dn: 2.483051 loss: 15.909003 eta: 39 days, 19:02:11 batch_cost: 0.9884 data_cost: 0.0009 ips: 8.0936 images/s [07/21 01:03:07] ppdet.engine INFO: Epoch: [2] [36900/54024] learning_rate: 0.000100 loss_class: 0.716872 loss_bbox: 0.136936 loss_giou: 0.552305 loss_class_aux: 4.469532 loss_bbox_aux: 0.871464 loss_giou_aux: 3.423771 loss_class_dn: 0.385291 loss_bbox_dn: 0.121730 loss_giou_dn: 0.456073 loss_class_aux_dn: 2.028576 loss_bbox_aux_dn: 0.720491 loss_giou_aux_dn: 2.569781 loss: 17.473168 eta: 39 days, 19:00:31 batch_cost: 0.9148 data_cost: 0.0009 ips: 8.7454 images/s [07/21 01:04:50] ppdet.engine INFO: Epoch: [2] [37000/54024] learning_rate: 0.000100 loss_class: 0.702532 loss_bbox: 0.125263 loss_giou: 0.526613 loss_class_aux: 4.402504 loss_bbox_aux: 0.808581 loss_giou_aux: 3.318259 loss_class_dn: 0.351525 loss_bbox_dn: 0.138770 loss_giou_dn: 0.425963 loss_class_aux_dn: 1.884287 loss_bbox_aux_dn: 0.804793 loss_giou_aux_dn: 2.395731 loss: 16.171820 eta: 39 days, 19:01:46 batch_cost: 0.9827 data_cost: 0.0012 ips: 8.1404 images/s [07/21 01:06:23] ppdet.engine INFO: Epoch: [2] [37100/54024] learning_rate: 0.000100 loss_class: 0.683221 loss_bbox: 0.122073 loss_giou: 0.527502 loss_class_aux: 4.270314 loss_bbox_aux: 0.797067 loss_giou_aux: 3.270338 loss_class_dn: 0.339504 loss_bbox_dn: 0.133919 loss_giou_dn: 0.435532 loss_class_aux_dn: 1.837080 loss_bbox_aux_dn: 0.780939 loss_giou_aux_dn: 2.398783 loss: 15.902510 eta: 39 days, 18:59:01 batch_cost: 0.8899 data_cost: 0.0282 ips: 8.9899 images/s [07/21 01:07:54] ppdet.engine INFO: Epoch: [2] [37200/54024] learning_rate: 0.000100 loss_class: 0.772348 loss_bbox: 0.125987 loss_giou: 0.553676 loss_class_aux: 4.820214 loss_bbox_aux: 0.838733 loss_giou_aux: 3.435849 loss_class_dn: 0.395117 loss_bbox_dn: 0.132454 loss_giou_dn: 0.466877 loss_class_aux_dn: 2.132966 loss_bbox_aux_dn: 0.790250 loss_giou_aux_dn: 2.606860 loss: 17.690221 eta: 39 days, 18:55:11 batch_cost: 0.8643 data_cost: 0.0183 ips: 9.2564 images/s [07/21 01:09:29] ppdet.engine INFO: Epoch: [2] [37300/54024] learning_rate: 0.000100 loss_class: 0.718475 loss_bbox: 0.132251 loss_giou: 0.559056 loss_class_aux: 4.510405 loss_bbox_aux: 0.874003 loss_giou_aux: 3.494790 loss_class_dn: 0.395991 loss_bbox_dn: 0.131103 loss_giou_dn: 0.480951 loss_class_aux_dn: 2.138004 loss_bbox_aux_dn: 0.800163 loss_giou_aux_dn: 2.603416 loss: 17.677674 eta: 39 days, 18:53:00 batch_cost: 0.9032 data_cost: 0.0010 ips: 8.8574 images/s [07/21 01:11:25] ppdet.engine INFO: Epoch: [2] [37400/54024] learning_rate: 0.000100 loss_class: 0.727620 loss_bbox: 0.131072 loss_giou: 0.512730 loss_class_aux: 4.478314 loss_bbox_aux: 0.868482 loss_giou_aux: 3.250242 loss_class_dn: 0.364540 loss_bbox_dn: 0.139062 loss_giou_dn: 0.423493 loss_class_aux_dn: 1.941682 loss_bbox_aux_dn: 0.808754 loss_giou_aux_dn: 2.330876 loss: 16.376776 eta: 39 days, 19:00:20 batch_cost: 1.1245 data_cost: 0.1290 ips: 7.1142 images/s [07/21 01:13:09] ppdet.engine INFO: Epoch: [2] [37500/54024] learning_rate: 0.000100 loss_class: 0.715680 loss_bbox: 0.127773 loss_giou: 0.499167 loss_class_aux: 4.442979 loss_bbox_aux: 0.842985 loss_giou_aux: 3.181210 loss_class_dn: 0.374395 loss_bbox_dn: 0.139313 loss_giou_dn: 0.440733 loss_class_aux_dn: 1.999550 loss_bbox_aux_dn: 0.809491 loss_giou_aux_dn: 2.440548 loss: 16.730083 eta: 39 days, 19:02:09 batch_cost: 0.9961 data_cost: 0.0009 ips: 8.0317 images/s [07/21 01:14:43] ppdet.engine INFO: Epoch: [2] [37600/54024] learning_rate: 0.000100 loss_class: 0.703542 loss_bbox: 0.134309 loss_giou: 0.516841 loss_class_aux: 4.376242 loss_bbox_aux: 0.868941 loss_giou_aux: 3.287176 loss_class_dn: 0.365811 loss_bbox_dn: 0.140734 loss_giou_dn: 0.437445 loss_class_aux_dn: 1.961370 loss_bbox_aux_dn: 0.825831 loss_giou_aux_dn: 2.449087 loss: 16.264538 eta: 39 days, 18:59:45 batch_cost: 0.8980 data_cost: 0.0011 ips: 8.9085 images/s [07/21 01:16:19] ppdet.engine INFO: Epoch: [2] [37700/54024] learning_rate: 0.000100 loss_class: 0.716546 loss_bbox: 0.128505 loss_giou: 0.607172 loss_class_aux: 4.414618 loss_bbox_aux: 0.834883 loss_giou_aux: 3.786687 loss_class_dn: 0.372524 loss_bbox_dn: 0.138728 loss_giou_dn: 0.485172 loss_class_aux_dn: 2.002117 loss_bbox_aux_dn: 0.811316 loss_giou_aux_dn: 2.632399 loss: 16.675406 eta: 39 days, 18:57:56 batch_cost: 0.9116 data_cost: 0.0304 ips: 8.7759 images/s [07/21 01:17:46] ppdet.engine INFO: Epoch: [2] [37800/54024] learning_rate: 0.000100 loss_class: 0.700226 loss_bbox: 0.125714 loss_giou: 0.531789 loss_class_aux: 4.443941 loss_bbox_aux: 0.834483 loss_giou_aux: 3.301733 loss_class_dn: 0.348726 loss_bbox_dn: 0.133934 loss_giou_dn: 0.433465 loss_class_aux_dn: 1.853407 loss_bbox_aux_dn: 0.801408 loss_giou_aux_dn: 2.390214 loss: 15.831133 eta: 39 days, 18:52:24 batch_cost: 0.8247 data_cost: 0.0009 ips: 9.7000 images/s [07/21 01:19:18] ppdet.engine INFO: Epoch: [2] [37900/54024] learning_rate: 0.000100 loss_class: 0.719092 loss_bbox: 0.126135 loss_giou: 0.588725 loss_class_aux: 4.452904 loss_bbox_aux: 0.824103 loss_giou_aux: 3.700037 loss_class_dn: 0.388997 loss_bbox_dn: 0.122712 loss_giou_dn: 0.498470 loss_class_aux_dn: 2.069473 loss_bbox_aux_dn: 0.725906 loss_giou_aux_dn: 2.760619 loss: 17.021988 eta: 39 days, 18:49:26 batch_cost: 0.8848 data_cost: 0.0428 ips: 9.0421 images/s [07/21 01:20:48] ppdet.engine INFO: Epoch: [2] [38000/54024] learning_rate: 0.000100 loss_class: 0.759477 loss_bbox: 0.140110 loss_giou: 0.562312 loss_class_aux: 4.680446 loss_bbox_aux: 0.887572 loss_giou_aux: 3.598056 loss_class_dn: 0.389502 loss_bbox_dn: 0.127958 loss_giou_dn: 0.490882 loss_class_aux_dn: 2.101293 loss_bbox_aux_dn: 0.762262 loss_giou_aux_dn: 2.738721 loss: 17.437680 eta: 39 days, 18:44:55 batch_cost: 0.8480 data_cost: 0.0168 ips: 9.4344 images/s [07/21 01:22:26] ppdet.engine INFO: Epoch: [2] [38100/54024] learning_rate: 0.000100 loss_class: 0.758195 loss_bbox: 0.130315 loss_giou: 0.581361 loss_class_aux: 4.731943 loss_bbox_aux: 0.841103 loss_giou_aux: 3.607722 loss_class_dn: 0.385097 loss_bbox_dn: 0.132716 loss_giou_dn: 0.474073 loss_class_aux_dn: 2.024146 loss_bbox_aux_dn: 0.782621 loss_giou_aux_dn: 2.635270 loss: 16.921082 eta: 39 days, 18:44:27 batch_cost: 0.9431 data_cost: 0.0009 ips: 8.4826 images/s [07/21 01:24:16] ppdet.engine INFO: Epoch: [2] [38200/54024] learning_rate: 0.000100 loss_class: 0.723296 loss_bbox: 0.137354 loss_giou: 0.571805 loss_class_aux: 4.461096 loss_bbox_aux: 0.883191 loss_giou_aux: 3.541798 loss_class_dn: 0.373310 loss_bbox_dn: 0.126314 loss_giou_dn: 0.459118 loss_class_aux_dn: 1.989337 loss_bbox_aux_dn: 0.750244 loss_giou_aux_dn: 2.552172 loss: 17.077948 eta: 39 days, 18:48:43 batch_cost: 1.0540 data_cost: 0.0010 ips: 7.5900 images/s [07/21 01:25:51] ppdet.engine INFO: Epoch: [2] [38300/54024] learning_rate: 0.000100 loss_class: 0.699458 loss_bbox: 0.124168 loss_giou: 0.537603 loss_class_aux: 4.374627 loss_bbox_aux: 0.824731 loss_giou_aux: 3.319000 loss_class_dn: 0.353907 loss_bbox_dn: 0.132692 loss_giou_dn: 0.432403 loss_class_aux_dn: 1.910784 loss_bbox_aux_dn: 0.800736 loss_giou_aux_dn: 2.390491 loss: 16.346304 eta: 39 days, 18:47:00 batch_cost: 0.9139 data_cost: 0.0699 ips: 8.7535 images/s [07/21 01:27:21] ppdet.engine INFO: Epoch: [2] [38400/54024] learning_rate: 0.000100 loss_class: 0.742973 loss_bbox: 0.132697 loss_giou: 0.619402 loss_class_aux: 4.644233 loss_bbox_aux: 0.869580 loss_giou_aux: 3.900683 loss_class_dn: 0.386062 loss_bbox_dn: 0.140971 loss_giou_dn: 0.503886 loss_class_aux_dn: 2.032869 loss_bbox_aux_dn: 0.798243 loss_giou_aux_dn: 2.768484 loss: 17.798050 eta: 39 days, 18:43:04 batch_cost: 0.8619 data_cost: 0.0010 ips: 9.2823 images/s [07/21 01:29:08] ppdet.engine INFO: Epoch: [2] [38500/54024] learning_rate: 0.000100 loss_class: 0.740048 loss_bbox: 0.130870 loss_giou: 0.598258 loss_class_aux: 4.623478 loss_bbox_aux: 0.850930 loss_giou_aux: 3.679005 loss_class_dn: 0.385109 loss_bbox_dn: 0.140654 loss_giou_dn: 0.480070 loss_class_aux_dn: 2.077934 loss_bbox_aux_dn: 0.816533 loss_giou_aux_dn: 2.656949 loss: 17.797426 eta: 39 days, 18:46:05 batch_cost: 1.0247 data_cost: 0.0009 ips: 7.8072 images/s [07/21 01:30:48] ppdet.engine INFO: Epoch: [2] [38600/54024] learning_rate: 0.000100 loss_class: 0.704627 loss_bbox: 0.126562 loss_giou: 0.516748 loss_class_aux: 4.435581 loss_bbox_aux: 0.820708 loss_giou_aux: 3.309490 loss_class_dn: 0.351355 loss_bbox_dn: 0.131986 loss_giou_dn: 0.452699 loss_class_aux_dn: 1.874928 loss_bbox_aux_dn: 0.758814 loss_giou_aux_dn: 2.474057 loss: 15.818627 eta: 39 days, 18:45:56 batch_cost: 0.9510 data_cost: 0.0009 ips: 8.4122 images/s [07/21 01:32:19] ppdet.engine INFO: Epoch: [2] [38700/54024] learning_rate: 0.000100 loss_class: 0.734418 loss_bbox: 0.125153 loss_giou: 0.519897 loss_class_aux: 4.620219 loss_bbox_aux: 0.807423 loss_giou_aux: 3.270681 loss_class_dn: 0.372546 loss_bbox_dn: 0.129188 loss_giou_dn: 0.441763 loss_class_aux_dn: 1.991990 loss_bbox_aux_dn: 0.781881 loss_giou_aux_dn: 2.513910 loss: 16.700461 eta: 39 days, 18:42:17 batch_cost: 0.8682 data_cost: 0.0009 ips: 9.2142 images/s [07/21 01:33:53] ppdet.engine INFO: Epoch: [2] [38800/54024] learning_rate: 0.000100 loss_class: 0.685051 loss_bbox: 0.131281 loss_giou: 0.528541 loss_class_aux: 4.314376 loss_bbox_aux: 0.850025 loss_giou_aux: 3.331944 loss_class_dn: 0.361743 loss_bbox_dn: 0.132207 loss_giou_dn: 0.444170 loss_class_aux_dn: 1.932588 loss_bbox_aux_dn: 0.788601 loss_giou_aux_dn: 2.452870 loss: 16.355647 eta: 39 days, 18:39:53 batch_cost: 0.8977 data_cost: 0.0012 ips: 8.9115 images/s [07/21 01:35:20] ppdet.engine INFO: Epoch: [2] [38900/54024] learning_rate: 0.000100 loss_class: 0.680178 loss_bbox: 0.121112 loss_giou: 0.503159 loss_class_aux: 4.161770 loss_bbox_aux: 0.784925 loss_giou_aux: 3.170434 loss_class_dn: 0.349496 loss_bbox_dn: 0.126081 loss_giou_dn: 0.421701 loss_class_aux_dn: 1.869178 loss_bbox_aux_dn: 0.772292 loss_giou_aux_dn: 2.364788 loss: 16.169821 eta: 39 days, 18:34:32 batch_cost: 0.8283 data_cost: 0.0009 ips: 9.6583 images/s [07/21 01:37:02] ppdet.engine INFO: Epoch: [2] [39000/54024] learning_rate: 0.000100 loss_class: 0.706679 loss_bbox: 0.126075 loss_giou: 0.545866 loss_class_aux: 4.435976 loss_bbox_aux: 0.822002 loss_giou_aux: 3.399838 loss_class_dn: 0.380682 loss_bbox_dn: 0.136025 loss_giou_dn: 0.465572 loss_class_aux_dn: 2.039200 loss_bbox_aux_dn: 0.793390 loss_giou_aux_dn: 2.585022 loss: 16.729445 eta: 39 days, 18:35:21 batch_cost: 0.9736 data_cost: 0.0009 ips: 8.2166 images/s [07/21 01:38:29] ppdet.engine INFO: Epoch: [2] [39100/54024] learning_rate: 0.000100 loss_class: 0.668134 loss_bbox: 0.122821 loss_giou: 0.548271 loss_class_aux: 4.126923 loss_bbox_aux: 0.800879 loss_giou_aux: 3.439980 loss_class_dn: 0.341334 loss_bbox_dn: 0.122682 loss_giou_dn: 0.466132 loss_class_aux_dn: 1.821693 loss_bbox_aux_dn: 0.713109 loss_giou_aux_dn: 2.554962 loss: 15.744122 eta: 39 days, 18:29:57 batch_cost: 0.8267 data_cost: 0.0009 ips: 9.6766 images/s [07/21 01:40:00] ppdet.engine INFO: Epoch: [2] [39200/54024] learning_rate: 0.000100 loss_class: 0.719296 loss_bbox: 0.128895 loss_giou: 0.531036 loss_class_aux: 4.531215 loss_bbox_aux: 0.840413 loss_giou_aux: 3.327330 loss_class_dn: 0.370286 loss_bbox_dn: 0.129980 loss_giou_dn: 0.452371 loss_class_aux_dn: 1.966682 loss_bbox_aux_dn: 0.769189 loss_giou_aux_dn: 2.514596 loss: 16.789176 eta: 39 days, 18:26:18 batch_cost: 0.8681 data_cost: 0.0021 ips: 9.2157 images/s [07/21 01:41:36] ppdet.engine INFO: Epoch: [2] [39300/54024] learning_rate: 0.000100 loss_class: 0.706614 loss_bbox: 0.121424 loss_giou: 0.555185 loss_class_aux: 4.438407 loss_bbox_aux: 0.797854 loss_giou_aux: 3.487665 loss_class_dn: 0.379896 loss_bbox_dn: 0.126633 loss_giou_dn: 0.483034 loss_class_aux_dn: 1.996884 loss_bbox_aux_dn: 0.749276 loss_giou_aux_dn: 2.642011 loss: 17.072449 eta: 39 days, 18:24:26 batch_cost: 0.9103 data_cost: 0.0009 ips: 8.7880 images/s [07/21 01:43:07] ppdet.engine INFO: Epoch: [2] [39400/54024] learning_rate: 0.000100 loss_class: 0.742432 loss_bbox: 0.136911 loss_giou: 0.559327 loss_class_aux: 4.568848 loss_bbox_aux: 0.883622 loss_giou_aux: 3.523115 loss_class_dn: 0.370192 loss_bbox_dn: 0.142276 loss_giou_dn: 0.478417 loss_class_aux_dn: 1.996942 loss_bbox_aux_dn: 0.823877 loss_giou_aux_dn: 2.608674 loss: 16.995376 eta: 39 days, 18:20:46 batch_cost: 0.8675 data_cost: 0.0011 ips: 9.2222 images/s [07/21 01:44:43] ppdet.engine INFO: Epoch: [2] [39500/54024] learning_rate: 0.000100 loss_class: 0.732217 loss_bbox: 0.141611 loss_giou: 0.551372 loss_class_aux: 4.569182 loss_bbox_aux: 0.903733 loss_giou_aux: 3.433674 loss_class_dn: 0.361009 loss_bbox_dn: 0.141881 loss_giou_dn: 0.472712 loss_class_aux_dn: 1.919915 loss_bbox_aux_dn: 0.841245 loss_giou_aux_dn: 2.667920 loss: 16.602594 eta: 39 days, 18:19:26 batch_cost: 0.9227 data_cost: 0.0010 ips: 8.6698 images/s [07/21 01:46:25] ppdet.engine INFO: Epoch: [2] [39600/54024] learning_rate: 0.000100 loss_class: 0.725735 loss_bbox: 0.126451 loss_giou: 0.574724 loss_class_aux: 4.523892 loss_bbox_aux: 0.835427 loss_giou_aux: 3.567827 loss_class_dn: 0.372307 loss_bbox_dn: 0.135612 loss_giou_dn: 0.475841 loss_class_aux_dn: 1.969462 loss_bbox_aux_dn: 0.811300 loss_giou_aux_dn: 2.612534 loss: 16.530128 eta: 39 days, 18:20:17 batch_cost: 0.9743 data_cost: 0.0056 ips: 8.2112 images/s [07/21 01:48:01] ppdet.engine INFO: Epoch: [2] [39700/54024] learning_rate: 0.000100 loss_class: 0.692314 loss_bbox: 0.120710 loss_giou: 0.491954 loss_class_aux: 4.277803 loss_bbox_aux: 0.779008 loss_giou_aux: 3.147036 loss_class_dn: 0.343774 loss_bbox_dn: 0.125850 loss_giou_dn: 0.425055 loss_class_aux_dn: 1.826775 loss_bbox_aux_dn: 0.761497 loss_giou_aux_dn: 2.363113 loss: 15.567829 eta: 39 days, 18:18:31 batch_cost: 0.9125 data_cost: 0.0009 ips: 8.7668 images/s [07/21 01:49:25] ppdet.engine INFO: Epoch: [2] [39800/54024] learning_rate: 0.000100 loss_class: 0.725304 loss_bbox: 0.130606 loss_giou: 0.566399 loss_class_aux: 4.529822 loss_bbox_aux: 0.833148 loss_giou_aux: 3.490877 loss_class_dn: 0.366302 loss_bbox_dn: 0.137694 loss_giou_dn: 0.446130 loss_class_aux_dn: 1.955339 loss_bbox_aux_dn: 0.815819 loss_giou_aux_dn: 2.456605 loss: 16.144434 eta: 39 days, 18:11:56 batch_cost: 0.7983 data_cost: 0.0009 ips: 10.0215 images/s [07/21 01:50:57] ppdet.engine INFO: Epoch: [2] [39900/54024] learning_rate: 0.000100 loss_class: 0.681221 loss_bbox: 0.117388 loss_giou: 0.504531 loss_class_aux: 4.232386 loss_bbox_aux: 0.771330 loss_giou_aux: 3.226736 loss_class_dn: 0.354340 loss_bbox_dn: 0.125349 loss_giou_dn: 0.452904 loss_class_aux_dn: 1.918116 loss_bbox_aux_dn: 0.761295 loss_giou_aux_dn: 2.483829 loss: 16.486934 eta: 39 days, 18:08:35 batch_cost: 0.8751 data_cost: 0.0438 ips: 9.1423 images/s [07/21 01:52:29] ppdet.engine INFO: Epoch: [2] [40000/54024] learning_rate: 0.000100 loss_class: 0.693286 loss_bbox: 0.125304 loss_giou: 0.522809 loss_class_aux: 4.374558 loss_bbox_aux: 0.828543 loss_giou_aux: 3.259018 loss_class_dn: 0.365934 loss_bbox_dn: 0.129824 loss_giou_dn: 0.457625 loss_class_aux_dn: 1.991583 loss_bbox_aux_dn: 0.790825 loss_giou_aux_dn: 2.531630 loss: 16.261153 eta: 39 days, 18:05:28 batch_cost: 0.8804 data_cost: 0.0009 ips: 9.0871 images/s [07/21 01:54:17] ppdet.engine INFO: Epoch: [2] [40100/54024] learning_rate: 0.000100 loss_class: 0.723588 loss_bbox: 0.125269 loss_giou: 0.570276 loss_class_aux: 4.447685 loss_bbox_aux: 0.805332 loss_giou_aux: 3.531032 loss_class_dn: 0.369501 loss_bbox_dn: 0.133075 loss_giou_dn: 0.466697 loss_class_aux_dn: 1.949488 loss_bbox_aux_dn: 0.807470 loss_giou_aux_dn: 2.584828 loss: 16.895680 eta: 39 days, 18:08:59 batch_cost: 1.0376 data_cost: 0.0009 ips: 7.7099 images/s [07/21 01:55:55] ppdet.engine INFO: Epoch: [2] [40200/54024] learning_rate: 0.000100 loss_class: 0.747120 loss_bbox: 0.135513 loss_giou: 0.596136 loss_class_aux: 4.706606 loss_bbox_aux: 0.890743 loss_giou_aux: 3.719570 loss_class_dn: 0.384001 loss_bbox_dn: 0.142883 loss_giou_dn: 0.494530 loss_class_aux_dn: 2.067041 loss_bbox_aux_dn: 0.869805 loss_giou_aux_dn: 2.752495 loss: 17.384413 eta: 39 days, 18:08:08 batch_cost: 0.9344 data_cost: 0.0009 ips: 8.5613 images/s [07/21 01:57:27] ppdet.engine INFO: Epoch: [2] [40300/54024] learning_rate: 0.000100 loss_class: 0.764572 loss_bbox: 0.138364 loss_giou: 0.574753 loss_class_aux: 4.735097 loss_bbox_aux: 0.869319 loss_giou_aux: 3.632052 loss_class_dn: 0.380555 loss_bbox_dn: 0.140217 loss_giou_dn: 0.479847 loss_class_aux_dn: 2.049787 loss_bbox_aux_dn: 0.840276 loss_giou_aux_dn: 2.722170 loss: 17.812161 eta: 39 days, 18:05:10 batch_cost: 0.8838 data_cost: 0.0009 ips: 9.0519 images/s [07/21 01:59:02] ppdet.engine INFO: Epoch: [2] [40400/54024] learning_rate: 0.000100 loss_class: 0.763411 loss_bbox: 0.135144 loss_giou: 0.558786 loss_class_aux: 4.771638 loss_bbox_aux: 0.882366 loss_giou_aux: 3.453257 loss_class_dn: 0.381806 loss_bbox_dn: 0.143502 loss_giou_dn: 0.473809 loss_class_aux_dn: 2.062758 loss_bbox_aux_dn: 0.856401 loss_giou_aux_dn: 2.602160 loss: 17.091207 eta: 39 days, 18:03:02 batch_cost: 0.9037 data_cost: 0.0009 ips: 8.8524 images/s [07/21 02:00:31] ppdet.engine INFO: Epoch: [2] [40500/54024] learning_rate: 0.000100 loss_class: 0.758932 loss_bbox: 0.122928 loss_giou: 0.510023 loss_class_aux: 4.743301 loss_bbox_aux: 0.806467 loss_giou_aux: 3.221048 loss_class_dn: 0.380166 loss_bbox_dn: 0.132184 loss_giou_dn: 0.435680 loss_class_aux_dn: 2.048962 loss_bbox_aux_dn: 0.805789 loss_giou_aux_dn: 2.448902 loss: 16.233064 eta: 39 days, 17:58:19 batch_cost: 0.8419 data_cost: 0.0009 ips: 9.5021 images/s [07/21 02:01:58] ppdet.engine INFO: Epoch: [2] [40600/54024] learning_rate: 0.000100 loss_class: 0.747957 loss_bbox: 0.137091 loss_giou: 0.568017 loss_class_aux: 4.643365 loss_bbox_aux: 0.887741 loss_giou_aux: 3.537084 loss_class_dn: 0.379111 loss_bbox_dn: 0.136081 loss_giou_dn: 0.478766 loss_class_aux_dn: 2.039063 loss_bbox_aux_dn: 0.805456 loss_giou_aux_dn: 2.652367 loss: 17.181638 eta: 39 days, 17:53:04 batch_cost: 0.8293 data_cost: 0.0010 ips: 9.6461 images/s [07/21 02:03:26] ppdet.engine INFO: Epoch: [2] [40700/54024] learning_rate: 0.000100 loss_class: 0.737230 loss_bbox: 0.131938 loss_giou: 0.563190 loss_class_aux: 4.566800 loss_bbox_aux: 0.854539 loss_giou_aux: 3.563314 loss_class_dn: 0.373807 loss_bbox_dn: 0.135313 loss_giou_dn: 0.466835 loss_class_aux_dn: 2.007163 loss_bbox_aux_dn: 0.808343 loss_giou_aux_dn: 2.611510 loss: 17.085721 eta: 39 days, 17:48:11 batch_cost: 0.8378 data_cost: 0.0011 ips: 9.5492 images/s [07/21 02:04:50] ppdet.engine INFO: Epoch: [2] [40800/54024] learning_rate: 0.000100 loss_class: 0.747282 loss_bbox: 0.130927 loss_giou: 0.510149 loss_class_aux: 4.636352 loss_bbox_aux: 0.859383 loss_giou_aux: 3.233377 loss_class_dn: 0.363679 loss_bbox_dn: 0.137370 loss_giou_dn: 0.435254 loss_class_aux_dn: 1.962776 loss_bbox_aux_dn: 0.791281 loss_giou_aux_dn: 2.489752 loss: 16.487266 eta: 39 days, 17:41:43 batch_cost: 0.8002 data_cost: 0.0009 ips: 9.9973 images/s [07/21 02:06:18] ppdet.engine INFO: Epoch: [2] [40900/54024] learning_rate: 0.000100 loss_class: 0.704651 loss_bbox: 0.129877 loss_giou: 0.566246 loss_class_aux: 4.534351 loss_bbox_aux: 0.843859 loss_giou_aux: 3.512918 loss_class_dn: 0.378855 loss_bbox_dn: 0.135402 loss_giou_dn: 0.484104 loss_class_aux_dn: 2.004675 loss_bbox_aux_dn: 0.796700 loss_giou_aux_dn: 2.643108 loss: 17.065335 eta: 39 days, 17:36:43 batch_cost: 0.8348 data_cost: 0.0009 ips: 9.5836 images/s [07/21 02:07:46] ppdet.engine INFO: Epoch: [2] [41000/54024] learning_rate: 0.000100 loss_class: 0.726842 loss_bbox: 0.128108 loss_giou: 0.505754 loss_class_aux: 4.509977 loss_bbox_aux: 0.827672 loss_giou_aux: 3.214690 loss_class_dn: 0.368326 loss_bbox_dn: 0.136120 loss_giou_dn: 0.440363 loss_class_aux_dn: 1.981690 loss_bbox_aux_dn: 0.838448 loss_giou_aux_dn: 2.464226 loss: 16.025061 eta: 39 days, 17:31:49 batch_cost: 0.8371 data_cost: 0.0010 ips: 9.5570 images/s [07/21 02:09:24] ppdet.engine INFO: Epoch: [2] [41100/54024] learning_rate: 0.000100 loss_class: 0.704584 loss_bbox: 0.128183 loss_giou: 0.552252 loss_class_aux: 4.402598 loss_bbox_aux: 0.831477 loss_giou_aux: 3.430339 loss_class_dn: 0.371939 loss_bbox_dn: 0.144298 loss_giou_dn: 0.458291 loss_class_aux_dn: 2.020069 loss_bbox_aux_dn: 0.858495 loss_giou_aux_dn: 2.541474 loss: 16.516363 eta: 39 days, 17:30:56 batch_cost: 0.9333 data_cost: 0.0009 ips: 8.5717 images/s [07/21 02:10:53] ppdet.engine INFO: Epoch: [2] [41200/54024] learning_rate: 0.000100 loss_class: 0.698399 loss_bbox: 0.126188 loss_giou: 0.546470 loss_class_aux: 4.324430 loss_bbox_aux: 0.874401 loss_giou_aux: 3.427640 loss_class_dn: 0.357978 loss_bbox_dn: 0.135629 loss_giou_dn: 0.457668 loss_class_aux_dn: 1.920465 loss_bbox_aux_dn: 0.819241 loss_giou_aux_dn: 2.565756 loss: 16.451464 eta: 39 days, 17:26:36 batch_cost: 0.8505 data_cost: 0.0162 ips: 9.4058 images/s [07/21 02:12:26] ppdet.engine INFO: Epoch: [2] [41300/54024] learning_rate: 0.000100 loss_class: 0.727094 loss_bbox: 0.114889 loss_giou: 0.513590 loss_class_aux: 4.481446 loss_bbox_aux: 0.759700 loss_giou_aux: 3.213428 loss_class_dn: 0.360274 loss_bbox_dn: 0.124182 loss_giou_dn: 0.430583 loss_class_aux_dn: 1.978765 loss_bbox_aux_dn: 0.762573 loss_giou_aux_dn: 2.399570 loss: 16.050590 eta: 39 days, 17:24:01 batch_cost: 0.8924 data_cost: 0.0010 ips: 8.9645 images/s [07/21 02:13:54] ppdet.engine INFO: Epoch: [2] [41400/54024] learning_rate: 0.000100 loss_class: 0.752622 loss_bbox: 0.129062 loss_giou: 0.533705 loss_class_aux: 4.666710 loss_bbox_aux: 0.832100 loss_giou_aux: 3.310292 loss_class_dn: 0.375341 loss_bbox_dn: 0.143365 loss_giou_dn: 0.459906 loss_class_aux_dn: 2.015766 loss_bbox_aux_dn: 0.841155 loss_giou_aux_dn: 2.529987 loss: 16.979200 eta: 39 days, 17:19:11 batch_cost: 0.8382 data_cost: 0.0010 ips: 9.5446 images/s [07/21 02:15:26] ppdet.engine INFO: Epoch: [2] [41500/54024] learning_rate: 0.000100 loss_class: 0.720409 loss_bbox: 0.125493 loss_giou: 0.569822 loss_class_aux: 4.522057 loss_bbox_aux: 0.815951 loss_giou_aux: 3.665792 loss_class_dn: 0.389799 loss_bbox_dn: 0.125810 loss_giou_dn: 0.469667 loss_class_aux_dn: 2.091518 loss_bbox_aux_dn: 0.752040 loss_giou_aux_dn: 2.581826 loss: 16.845000 eta: 39 days, 17:15:56 batch_cost: 0.8764 data_cost: 0.0009 ips: 9.1287 images/s [07/21 02:17:05] ppdet.engine INFO: Epoch: [2] [41600/54024] learning_rate: 0.000100 loss_class: 0.728121 loss_bbox: 0.128294 loss_giou: 0.574936 loss_class_aux: 4.570981 loss_bbox_aux: 0.837565 loss_giou_aux: 3.522107 loss_class_dn: 0.366972 loss_bbox_dn: 0.134952 loss_giou_dn: 0.473872 loss_class_aux_dn: 1.974859 loss_bbox_aux_dn: 0.801764 loss_giou_aux_dn: 2.584644 loss: 16.599010 eta: 39 days, 17:15:42 batch_cost: 0.9487 data_cost: 0.0174 ips: 8.4329 images/s [07/21 02:18:59] ppdet.engine INFO: Epoch: [2] [41700/54024] learning_rate: 0.000100 loss_class: 0.716224 loss_bbox: 0.134561 loss_giou: 0.512164 loss_class_aux: 4.464377 loss_bbox_aux: 0.893748 loss_giou_aux: 3.239903 loss_class_dn: 0.363439 loss_bbox_dn: 0.141431 loss_giou_dn: 0.435767 loss_class_aux_dn: 1.964127 loss_bbox_aux_dn: 0.814093 loss_giou_aux_dn: 2.457168 loss: 16.862025 eta: 39 days, 17:21:40 batch_cost: 1.0978 data_cost: 0.0011 ips: 7.2874 images/s [07/21 02:20:32] ppdet.engine INFO: Epoch: [2] [41800/54024] learning_rate: 0.000100 loss_class: 0.713822 loss_bbox: 0.124699 loss_giou: 0.543251 loss_class_aux: 4.409181 loss_bbox_aux: 0.799079 loss_giou_aux: 3.478393 loss_class_dn: 0.366176 loss_bbox_dn: 0.131683 loss_giou_dn: 0.461086 loss_class_aux_dn: 1.950065 loss_bbox_aux_dn: 0.789802 loss_giou_aux_dn: 2.543431 loss: 16.412587 eta: 39 days, 17:18:29 batch_cost: 0.8780 data_cost: 0.0009 ips: 9.1114 images/s [07/21 02:22:00] ppdet.engine INFO: Epoch: [2] [41900/54024] learning_rate: 0.000100 loss_class: 0.761047 loss_bbox: 0.138744 loss_giou: 0.527535 loss_class_aux: 4.784932 loss_bbox_aux: 0.907960 loss_giou_aux: 3.340203 loss_class_dn: 0.388240 loss_bbox_dn: 0.160467 loss_giou_dn: 0.460754 loss_class_aux_dn: 2.110441 loss_bbox_aux_dn: 0.923652 loss_giou_aux_dn: 2.539742 loss: 17.371708 eta: 39 days, 17:13:34 batch_cost: 0.8358 data_cost: 0.0009 ips: 9.5714 images/s [07/21 02:23:45] ppdet.engine INFO: Epoch: [2] [42000/54024] learning_rate: 0.000100 loss_class: 0.718238 loss_bbox: 0.131655 loss_giou: 0.512358 loss_class_aux: 4.441111 loss_bbox_aux: 0.835212 loss_giou_aux: 3.253192 loss_class_dn: 0.365502 loss_bbox_dn: 0.126574 loss_giou_dn: 0.448657 loss_class_aux_dn: 1.934166 loss_bbox_aux_dn: 0.753332 loss_giou_aux_dn: 2.483576 loss: 16.136940 eta: 39 days, 17:15:49 batch_cost: 1.0085 data_cost: 0.0273 ips: 7.9323 images/s [07/21 02:25:22] ppdet.engine INFO: Epoch: [2] [42100/54024] learning_rate: 0.000100 loss_class: 0.720878 loss_bbox: 0.128507 loss_giou: 0.522292 loss_class_aux: 4.531831 loss_bbox_aux: 0.844958 loss_giou_aux: 3.262130 loss_class_dn: 0.375273 loss_bbox_dn: 0.131285 loss_giou_dn: 0.431813 loss_class_aux_dn: 2.027282 loss_bbox_aux_dn: 0.782587 loss_giou_aux_dn: 2.415960 loss: 17.022661 eta: 39 days, 17:14:35 batch_cost: 0.9250 data_cost: 0.0009 ips: 8.6489 images/s [07/21 02:26:49] ppdet.engine INFO: Epoch: [2] [42200/54024] learning_rate: 0.000100 loss_class: 0.740280 loss_bbox: 0.117533 loss_giou: 0.560099 loss_class_aux: 4.620834 loss_bbox_aux: 0.757692 loss_giou_aux: 3.501221 loss_class_dn: 0.375727 loss_bbox_dn: 0.129562 loss_giou_dn: 0.462880 loss_class_aux_dn: 2.002480 loss_bbox_aux_dn: 0.775544 loss_giou_aux_dn: 2.569833 loss: 16.843936 eta: 39 days, 17:09:21 batch_cost: 0.8284 data_cost: 0.0009 ips: 9.6569 images/s [07/21 02:28:23] ppdet.engine INFO: Epoch: [2] [42300/54024] learning_rate: 0.000100 loss_class: 0.718636 loss_bbox: 0.123769 loss_giou: 0.543775 loss_class_aux: 4.575826 loss_bbox_aux: 0.805214 loss_giou_aux: 3.399574 loss_class_dn: 0.373904 loss_bbox_dn: 0.135891 loss_giou_dn: 0.480829 loss_class_aux_dn: 1.964800 loss_bbox_aux_dn: 0.810653 loss_giou_aux_dn: 2.666540 loss: 16.389482 eta: 39 days, 17:07:00 batch_cost: 0.8979 data_cost: 0.0010 ips: 8.9096 images/s [07/21 02:30:00] ppdet.engine INFO: Epoch: [2] [42400/54024] learning_rate: 0.000100 loss_class: 0.709239 loss_bbox: 0.129852 loss_giou: 0.560109 loss_class_aux: 4.461891 loss_bbox_aux: 0.863160 loss_giou_aux: 3.591503 loss_class_dn: 0.369617 loss_bbox_dn: 0.130601 loss_giou_dn: 0.468324 loss_class_aux_dn: 2.023516 loss_bbox_aux_dn: 0.775396 loss_giou_aux_dn: 2.572370 loss: 17.125793 eta: 39 days, 17:05:48 batch_cost: 0.9256 data_cost: 0.0462 ips: 8.6432 images/s [07/21 02:31:50] ppdet.engine INFO: Epoch: [2] [42500/54024] learning_rate: 0.000100 loss_class: 0.678478 loss_bbox: 0.128607 loss_giou: 0.533103 loss_class_aux: 4.276287 loss_bbox_aux: 0.852782 loss_giou_aux: 3.354564 loss_class_dn: 0.350405 loss_bbox_dn: 0.136819 loss_giou_dn: 0.433406 loss_class_aux_dn: 1.906792 loss_bbox_aux_dn: 0.806200 loss_giou_aux_dn: 2.384424 loss: 16.078773 eta: 39 days, 17:10:09 batch_cost: 1.0594 data_cost: 0.0984 ips: 7.5514 images/s [07/21 02:33:35] ppdet.engine INFO: Epoch: [2] [42600/54024] learning_rate: 0.000100 loss_class: 0.705902 loss_bbox: 0.134747 loss_giou: 0.528749 loss_class_aux: 4.448142 loss_bbox_aux: 0.876092 loss_giou_aux: 3.388332 loss_class_dn: 0.357070 loss_bbox_dn: 0.137084 loss_giou_dn: 0.437730 loss_class_aux_dn: 1.915998 loss_bbox_aux_dn: 0.805371 loss_giou_aux_dn: 2.376844 loss: 16.227832 eta: 39 days, 17:12:16 batch_cost: 1.0058 data_cost: 0.0009 ips: 7.9541 images/s [07/21 02:35:12] ppdet.engine INFO: Epoch: [2] [42700/54024] learning_rate: 0.000100 loss_class: 0.769502 loss_bbox: 0.140363 loss_giou: 0.590125 loss_class_aux: 4.772096 loss_bbox_aux: 0.908253 loss_giou_aux: 3.630815 loss_class_dn: 0.387799 loss_bbox_dn: 0.136027 loss_giou_dn: 0.479804 loss_class_aux_dn: 2.052353 loss_bbox_aux_dn: 0.813234 loss_giou_aux_dn: 2.635717 loss: 17.580267 eta: 39 days, 17:11:22 batch_cost: 0.9331 data_cost: 0.0009 ips: 8.5733 images/s [07/21 02:36:44] ppdet.engine INFO: Epoch: [2] [42800/54024] learning_rate: 0.000100 loss_class: 0.755425 loss_bbox: 0.129006 loss_giou: 0.525813 loss_class_aux: 4.633642 loss_bbox_aux: 0.849563 loss_giou_aux: 3.303714 loss_class_dn: 0.380407 loss_bbox_dn: 0.129629 loss_giou_dn: 0.447845 loss_class_aux_dn: 2.007292 loss_bbox_aux_dn: 0.793156 loss_giou_aux_dn: 2.488138 loss: 16.983570 eta: 39 days, 17:07:55 batch_cost: 0.8712 data_cost: 0.0162 ips: 9.1833 images/s [07/21 02:38:30] ppdet.engine INFO: Epoch: [2] [42900/54024] learning_rate: 0.000100 loss_class: 0.731426 loss_bbox: 0.126368 loss_giou: 0.528773 loss_class_aux: 4.546394 loss_bbox_aux: 0.814895 loss_giou_aux: 3.333003 loss_class_dn: 0.359305 loss_bbox_dn: 0.137075 loss_giou_dn: 0.447661 loss_class_aux_dn: 1.915220 loss_bbox_aux_dn: 0.789169 loss_giou_aux_dn: 2.459847 loss: 16.308678 eta: 39 days, 17:10:25 batch_cost: 1.0155 data_cost: 0.0009 ips: 7.8780 images/s [07/21 02:39:56] ppdet.engine INFO: Epoch: [2] [43000/54024] learning_rate: 0.000100 loss_class: 0.729637 loss_bbox: 0.132852 loss_giou: 0.543588 loss_class_aux: 4.560575 loss_bbox_aux: 0.845329 loss_giou_aux: 3.424758 loss_class_dn: 0.388844 loss_bbox_dn: 0.133267 loss_giou_dn: 0.458971 loss_class_aux_dn: 2.064355 loss_bbox_aux_dn: 0.781083 loss_giou_aux_dn: 2.532455 loss: 17.252316 eta: 39 days, 17:04:46 batch_cost: 0.8179 data_cost: 0.0009 ips: 9.7808 images/s [07/21 02:41:25] ppdet.engine INFO: Epoch: [2] [43100/54024] learning_rate: 0.000100 loss_class: 0.751948 loss_bbox: 0.137249 loss_giou: 0.574559 loss_class_aux: 4.652694 loss_bbox_aux: 0.883179 loss_giou_aux: 3.615555 loss_class_dn: 0.381361 loss_bbox_dn: 0.145017 loss_giou_dn: 0.475716 loss_class_aux_dn: 2.027820 loss_bbox_aux_dn: 0.849598 loss_giou_aux_dn: 2.607116 loss: 17.229730 eta: 39 days, 17:00:18 batch_cost: 0.8465 data_cost: 0.0010 ips: 9.4507 images/s [07/21 02:43:00] ppdet.engine INFO: Epoch: [2] [43200/54024] learning_rate: 0.000100 loss_class: 0.712834 loss_bbox: 0.134159 loss_giou: 0.579244 loss_class_aux: 4.496566 loss_bbox_aux: 0.835443 loss_giou_aux: 3.628269 loss_class_dn: 0.381878 loss_bbox_dn: 0.136275 loss_giou_dn: 0.486698 loss_class_aux_dn: 2.075735 loss_bbox_aux_dn: 0.790307 loss_giou_aux_dn: 2.613485 loss: 17.426847 eta: 39 days, 16:58:23 batch_cost: 0.9081 data_cost: 0.0009 ips: 8.8091 images/s [07/21 02:44:30] ppdet.engine INFO: Epoch: [2] [43300/54024] learning_rate: 0.000100 loss_class: 0.719497 loss_bbox: 0.115452 loss_giou: 0.507441 loss_class_aux: 4.468441 loss_bbox_aux: 0.745654 loss_giou_aux: 3.198103 loss_class_dn: 0.363058 loss_bbox_dn: 0.128348 loss_giou_dn: 0.429454 loss_class_aux_dn: 1.957651 loss_bbox_aux_dn: 0.774522 loss_giou_aux_dn: 2.384474 loss: 15.989511 eta: 39 days, 16:54:09 batch_cost: 0.8522 data_cost: 0.0009 ips: 9.3877 images/s [07/21 02:46:07] ppdet.engine INFO: Epoch: [2] [43400/54024] learning_rate: 0.000100 loss_class: 0.710240 loss_bbox: 0.125528 loss_giou: 0.533254 loss_class_aux: 4.370857 loss_bbox_aux: 0.822514 loss_giou_aux: 3.305829 loss_class_dn: 0.361060 loss_bbox_dn: 0.136361 loss_giou_dn: 0.439295 loss_class_aux_dn: 1.938237 loss_bbox_aux_dn: 0.814241 loss_giou_aux_dn: 2.406862 loss: 16.124693 eta: 39 days, 16:52:50 batch_cost: 0.9227 data_cost: 0.0009 ips: 8.6701 images/s [07/21 02:47:37] ppdet.engine INFO: Epoch: [2] [43500/54024] learning_rate: 0.000100 loss_class: 0.697440 loss_bbox: 0.128390 loss_giou: 0.518636 loss_class_aux: 4.440620 loss_bbox_aux: 0.819580 loss_giou_aux: 3.208936 loss_class_dn: 0.348959 loss_bbox_dn: 0.133062 loss_giou_dn: 0.422207 loss_class_aux_dn: 1.891989 loss_bbox_aux_dn: 0.793498 loss_giou_aux_dn: 2.359242 loss: 16.035594 eta: 39 days, 16:49:02 batch_cost: 0.8622 data_cost: 0.0010 ips: 9.2789 images/s [07/21 02:49:09] ppdet.engine INFO: Epoch: [2] [43600/54024] learning_rate: 0.000100 loss_class: 0.748667 loss_bbox: 0.126093 loss_giou: 0.564209 loss_class_aux: 4.690392 loss_bbox_aux: 0.818689 loss_giou_aux: 3.588461 loss_class_dn: 0.376844 loss_bbox_dn: 0.143502 loss_giou_dn: 0.478110 loss_class_aux_dn: 2.013316 loss_bbox_aux_dn: 0.840320 loss_giou_aux_dn: 2.659067 loss: 17.165573 eta: 39 days, 16:45:50 batch_cost: 0.8770 data_cost: 0.0009 ips: 9.1216 images/s [07/21 02:50:45] ppdet.engine INFO: Epoch: [2] [43700/54024] learning_rate: 0.000100 loss_class: 0.718549 loss_bbox: 0.138650 loss_giou: 0.592663 loss_class_aux: 4.504992 loss_bbox_aux: 0.886983 loss_giou_aux: 3.761083 loss_class_dn: 0.393436 loss_bbox_dn: 0.140389 loss_giou_dn: 0.489606 loss_class_aux_dn: 2.085532 loss_bbox_aux_dn: 0.835917 loss_giou_aux_dn: 2.691388 loss: 17.755734 eta: 39 days, 16:44:19 batch_cost: 0.9178 data_cost: 0.0009 ips: 8.7168 images/s [07/21 02:52:22] ppdet.engine INFO: Epoch: [2] [43800/54024] learning_rate: 0.000100 loss_class: 0.715194 loss_bbox: 0.125193 loss_giou: 0.523708 loss_class_aux: 4.478710 loss_bbox_aux: 0.808175 loss_giou_aux: 3.259482 loss_class_dn: 0.370077 loss_bbox_dn: 0.126783 loss_giou_dn: 0.434456 loss_class_aux_dn: 1.971859 loss_bbox_aux_dn: 0.755135 loss_giou_aux_dn: 2.415624 loss: 16.612968 eta: 39 days, 16:43:04 batch_cost: 0.9245 data_cost: 0.0297 ips: 8.6529 images/s [07/21 02:54:27] ppdet.engine INFO: Epoch: [2] [43900/54024] learning_rate: 0.000100 loss_class: 0.755405 loss_bbox: 0.135306 loss_giou: 0.550299 loss_class_aux: 4.688039 loss_bbox_aux: 0.876451 loss_giou_aux: 3.434304 loss_class_dn: 0.394484 loss_bbox_dn: 0.142703 loss_giou_dn: 0.452008 loss_class_aux_dn: 2.137047 loss_bbox_aux_dn: 0.842389 loss_giou_aux_dn: 2.548886 loss: 16.970699 eta: 39 days, 16:53:11 batch_cost: 1.2016 data_cost: 0.3609 ips: 6.6577 images/s [07/21 02:55:55] ppdet.engine INFO: Epoch: [2] [44000/54024] learning_rate: 0.000100 loss_class: 0.701381 loss_bbox: 0.120775 loss_giou: 0.536964 loss_class_aux: 4.300962 loss_bbox_aux: 0.805125 loss_giou_aux: 3.364608 loss_class_dn: 0.362011 loss_bbox_dn: 0.128360 loss_giou_dn: 0.449342 loss_class_aux_dn: 1.931816 loss_bbox_aux_dn: 0.741862 loss_giou_aux_dn: 2.459459 loss: 15.745186 eta: 39 days, 16:48:34 batch_cost: 0.8424 data_cost: 0.0009 ips: 9.4972 images/s [07/21 02:57:27] ppdet.engine INFO: Epoch: [2] [44100/54024] learning_rate: 0.000100 loss_class: 0.727122 loss_bbox: 0.132689 loss_giou: 0.520154 loss_class_aux: 4.493927 loss_bbox_aux: 0.880887 loss_giou_aux: 3.194078 loss_class_dn: 0.365807 loss_bbox_dn: 0.134778 loss_giou_dn: 0.457228 loss_class_aux_dn: 1.953114 loss_bbox_aux_dn: 0.813235 loss_giou_aux_dn: 2.540334 loss: 16.845798 eta: 39 days, 16:45:24 batch_cost: 0.8780 data_cost: 0.0009 ips: 9.1120 images/s [07/21 02:58:57] ppdet.engine INFO: Epoch: [2] [44200/54024] learning_rate: 0.000100 loss_class: 0.722933 loss_bbox: 0.126174 loss_giou: 0.543560 loss_class_aux: 4.488971 loss_bbox_aux: 0.821495 loss_giou_aux: 3.385919 loss_class_dn: 0.373253 loss_bbox_dn: 0.140749 loss_giou_dn: 0.443780 loss_class_aux_dn: 1.988747 loss_bbox_aux_dn: 0.829157 loss_giou_aux_dn: 2.455418 loss: 16.485052 eta: 39 days, 16:41:11 batch_cost: 0.8519 data_cost: 0.0009 ips: 9.3913 images/s [07/21 03:00:29] ppdet.engine INFO: Epoch: [2] [44300/54024] learning_rate: 0.000100 loss_class: 0.721613 loss_bbox: 0.134343 loss_giou: 0.556193 loss_class_aux: 4.449086 loss_bbox_aux: 0.856615 loss_giou_aux: 3.521600 loss_class_dn: 0.382850 loss_bbox_dn: 0.139899 loss_giou_dn: 0.470246 loss_class_aux_dn: 2.047871 loss_bbox_aux_dn: 0.810656 loss_giou_aux_dn: 2.614065 loss: 17.199804 eta: 39 days, 16:38:10 batch_cost: 0.8811 data_cost: 0.0011 ips: 9.0799 images/s [07/21 03:02:05] ppdet.engine INFO: Epoch: [2] [44400/54024] learning_rate: 0.000100 loss_class: 0.716539 loss_bbox: 0.121305 loss_giou: 0.545807 loss_class_aux: 4.377308 loss_bbox_aux: 0.788590 loss_giou_aux: 3.445605 loss_class_dn: 0.373763 loss_bbox_dn: 0.127518 loss_giou_dn: 0.458045 loss_class_aux_dn: 1.983908 loss_bbox_aux_dn: 0.753978 loss_giou_aux_dn: 2.531879 loss: 16.108464 eta: 39 days, 16:36:27 batch_cost: 0.9133 data_cost: 0.0009 ips: 8.7595 images/s [07/21 03:03:41] ppdet.engine INFO: Epoch: [2] [44500/54024] learning_rate: 0.000100 loss_class: 0.723796 loss_bbox: 0.131435 loss_giou: 0.513101 loss_class_aux: 4.489943 loss_bbox_aux: 0.855230 loss_giou_aux: 3.232547 loss_class_dn: 0.357001 loss_bbox_dn: 0.134027 loss_giou_dn: 0.435339 loss_class_aux_dn: 1.937443 loss_bbox_aux_dn: 0.790491 loss_giou_aux_dn: 2.441761 loss: 16.428136 eta: 39 days, 16:35:01 batch_cost: 0.9199 data_cost: 0.0010 ips: 8.6968 images/s [07/21 03:05:18] ppdet.engine INFO: Epoch: [2] [44600/54024] learning_rate: 0.000100 loss_class: 0.765166 loss_bbox: 0.128607 loss_giou: 0.537197 loss_class_aux: 4.772497 loss_bbox_aux: 0.865332 loss_giou_aux: 3.374485 loss_class_dn: 0.375356 loss_bbox_dn: 0.124282 loss_giou_dn: 0.451628 loss_class_aux_dn: 2.004074 loss_bbox_aux_dn: 0.748978 loss_giou_aux_dn: 2.560480 loss: 16.808739 eta: 39 days, 16:33:43 batch_cost: 0.9231 data_cost: 0.0009 ips: 8.6665 images/s [07/21 03:06:52] ppdet.engine INFO: Epoch: [2] [44700/54024] learning_rate: 0.000100 loss_class: 0.734465 loss_bbox: 0.125848 loss_giou: 0.516717 loss_class_aux: 4.600234 loss_bbox_aux: 0.823121 loss_giou_aux: 3.250096 loss_class_dn: 0.377395 loss_bbox_dn: 0.140539 loss_giou_dn: 0.433755 loss_class_aux_dn: 2.015485 loss_bbox_aux_dn: 0.822058 loss_giou_aux_dn: 2.429855 loss: 16.931208 eta: 39 days, 16:31:17 batch_cost: 0.8958 data_cost: 0.0226 ips: 8.9308 images/s [07/21 03:08:25] ppdet.engine INFO: Epoch: [2] [44800/54024] learning_rate: 0.000100 loss_class: 0.741241 loss_bbox: 0.128799 loss_giou: 0.510835 loss_class_aux: 4.690005 loss_bbox_aux: 0.817716 loss_giou_aux: 3.224880 loss_class_dn: 0.376950 loss_bbox_dn: 0.133797 loss_giou_dn: 0.448948 loss_class_aux_dn: 2.056499 loss_bbox_aux_dn: 0.785288 loss_giou_aux_dn: 2.458146 loss: 16.949089 eta: 39 days, 16:28:36 batch_cost: 0.8890 data_cost: 0.0010 ips: 8.9984 images/s [07/21 03:10:01] ppdet.engine INFO: Epoch: [2] [44900/54024] learning_rate: 0.000100 loss_class: 0.732479 loss_bbox: 0.126174 loss_giou: 0.543227 loss_class_aux: 4.513415 loss_bbox_aux: 0.839708 loss_giou_aux: 3.416575 loss_class_dn: 0.352515 loss_bbox_dn: 0.132638 loss_giou_dn: 0.436268 loss_class_aux_dn: 1.908510 loss_bbox_aux_dn: 0.780175 loss_giou_aux_dn: 2.437037 loss: 16.110049 eta: 39 days, 16:27:02 batch_cost: 0.9168 data_cost: 0.0266 ips: 8.7264 images/s [07/21 03:11:35] ppdet.engine INFO: Epoch: [2] [45000/54024] learning_rate: 0.000100 loss_class: 0.705712 loss_bbox: 0.140900 loss_giou: 0.551632 loss_class_aux: 4.447328 loss_bbox_aux: 0.914944 loss_giou_aux: 3.473738 loss_class_dn: 0.368927 loss_bbox_dn: 0.144312 loss_giou_dn: 0.464707 loss_class_aux_dn: 1.989389 loss_bbox_aux_dn: 0.824442 loss_giou_aux_dn: 2.584183 loss: 17.001814 eta: 39 days, 16:24:28 batch_cost: 0.8921 data_cost: 0.0009 ips: 8.9673 images/s [07/21 03:13:09] ppdet.engine INFO: Epoch: [2] [45100/54024] learning_rate: 0.000100 loss_class: 0.742184 loss_bbox: 0.139670 loss_giou: 0.536930 loss_class_aux: 4.642692 loss_bbox_aux: 0.901832 loss_giou_aux: 3.431337 loss_class_dn: 0.377394 loss_bbox_dn: 0.149288 loss_giou_dn: 0.476165 loss_class_aux_dn: 2.032477 loss_bbox_aux_dn: 0.879059 loss_giou_aux_dn: 2.655278 loss: 17.105714 eta: 39 days, 16:22:03 batch_cost: 0.8959 data_cost: 0.0009 ips: 8.9299 images/s [07/21 03:14:39] ppdet.engine INFO: Epoch: [2] [45200/54024] learning_rate: 0.000100 loss_class: 0.751296 loss_bbox: 0.124214 loss_giou: 0.563135 loss_class_aux: 4.673028 loss_bbox_aux: 0.808860 loss_giou_aux: 3.516759 loss_class_dn: 0.389638 loss_bbox_dn: 0.138689 loss_giou_dn: 0.461885 loss_class_aux_dn: 2.087988 loss_bbox_aux_dn: 0.814535 loss_giou_aux_dn: 2.591635 loss: 17.004521 eta: 39 days, 16:18:12 batch_cost: 0.8604 data_cost: 0.0163 ips: 9.2976 images/s [07/21 03:16:38] ppdet.engine INFO: Epoch: [2] [45300/54024] learning_rate: 0.000100 loss_class: 0.723120 loss_bbox: 0.121655 loss_giou: 0.577234 loss_class_aux: 4.479752 loss_bbox_aux: 0.795877 loss_giou_aux: 3.600212 loss_class_dn: 0.363636 loss_bbox_dn: 0.126590 loss_giou_dn: 0.461788 loss_class_aux_dn: 1.968512 loss_bbox_aux_dn: 0.731219 loss_giou_aux_dn: 2.592489 loss: 16.427677 eta: 39 days, 16:26:07 batch_cost: 1.1500 data_cost: 0.0009 ips: 6.9567 images/s [07/21 03:18:12] ppdet.engine INFO: Epoch: [2] [45400/54024] learning_rate: 0.000100 loss_class: 0.780263 loss_bbox: 0.126490 loss_giou: 0.585942 loss_class_aux: 4.958208 loss_bbox_aux: 0.826744 loss_giou_aux: 3.638549 loss_class_dn: 0.405286 loss_bbox_dn: 0.135374 loss_giou_dn: 0.488020 loss_class_aux_dn: 2.167355 loss_bbox_aux_dn: 0.812967 loss_giou_aux_dn: 2.689172 loss: 18.009775 eta: 39 days, 16:23:39 batch_cost: 0.8948 data_cost: 0.0009 ips: 8.9410 images/s [07/21 03:19:49] ppdet.engine INFO: Epoch: [2] [45500/54024] learning_rate: 0.000100 loss_class: 0.677949 loss_bbox: 0.124799 loss_giou: 0.526803 loss_class_aux: 4.314026 loss_bbox_aux: 0.827316 loss_giou_aux: 3.243331 loss_class_dn: 0.361973 loss_bbox_dn: 0.127724 loss_giou_dn: 0.432187 loss_class_aux_dn: 1.913931 loss_bbox_aux_dn: 0.755274 loss_giou_aux_dn: 2.407514 loss: 16.314216 eta: 39 days, 16:22:31 batch_cost: 0.9274 data_cost: 0.0276 ips: 8.6267 images/s [07/21 03:21:24] ppdet.engine INFO: Epoch: [2] [45600/54024] learning_rate: 0.000100 loss_class: 0.738432 loss_bbox: 0.134008 loss_giou: 0.571535 loss_class_aux: 4.609923 loss_bbox_aux: 0.836240 loss_giou_aux: 3.545511 loss_class_dn: 0.375210 loss_bbox_dn: 0.141780 loss_giou_dn: 0.468179 loss_class_aux_dn: 2.009135 loss_bbox_aux_dn: 0.822421 loss_giou_aux_dn: 2.575062 loss: 17.084362 eta: 39 days, 16:20:29 batch_cost: 0.9052 data_cost: 0.0009 ips: 8.8380 images/s [07/21 03:22:57] ppdet.engine INFO: Epoch: [2] [45700/54024] learning_rate: 0.000100 loss_class: 0.701929 loss_bbox: 0.127548 loss_giou: 0.530666 loss_class_aux: 4.462874 loss_bbox_aux: 0.828402 loss_giou_aux: 3.318433 loss_class_dn: 0.357113 loss_bbox_dn: 0.145598 loss_giou_dn: 0.441070 loss_class_aux_dn: 1.920624 loss_bbox_aux_dn: 0.874317 loss_giou_aux_dn: 2.453278 loss: 16.551684 eta: 39 days, 16:17:59 batch_cost: 0.8936 data_cost: 0.0009 ips: 8.9530 images/s [07/21 03:24:35] ppdet.engine INFO: Epoch: [2] [45800/54024] learning_rate: 0.000100 loss_class: 0.713086 loss_bbox: 0.118914 loss_giou: 0.531558 loss_class_aux: 4.466836 loss_bbox_aux: 0.785011 loss_giou_aux: 3.366442 loss_class_dn: 0.371611 loss_bbox_dn: 0.122867 loss_giou_dn: 0.450056 loss_class_aux_dn: 1.999628 loss_bbox_aux_dn: 0.732780 loss_giou_aux_dn: 2.470602 loss: 16.531364 eta: 39 days, 16:17:08 batch_cost: 0.9345 data_cost: 0.0010 ips: 8.5606 images/s [07/21 03:26:07] ppdet.engine INFO: Epoch: [2] [45900/54024] learning_rate: 0.000100 loss_class: 0.755740 loss_bbox: 0.136146 loss_giou: 0.559826 loss_class_aux: 4.672050 loss_bbox_aux: 0.919500 loss_giou_aux: 3.509033 loss_class_dn: 0.384693 loss_bbox_dn: 0.141403 loss_giou_dn: 0.459179 loss_class_aux_dn: 2.055579 loss_bbox_aux_dn: 0.850629 loss_giou_aux_dn: 2.566779 loss: 17.524859 eta: 39 days, 16:13:57 batch_cost: 0.8768 data_cost: 0.0009 ips: 9.1243 images/s [07/21 03:27:37] ppdet.engine INFO: Epoch: [2] [46000/54024] learning_rate: 0.000100 loss_class: 0.743994 loss_bbox: 0.135777 loss_giou: 0.564377 loss_class_aux: 4.659893 loss_bbox_aux: 0.890673 loss_giou_aux: 3.514768 loss_class_dn: 0.388909 loss_bbox_dn: 0.138957 loss_giou_dn: 0.479129 loss_class_aux_dn: 2.073002 loss_bbox_aux_dn: 0.814978 loss_giou_aux_dn: 2.667477 loss: 17.433610 eta: 39 days, 16:10:03 batch_cost: 0.8588 data_cost: 0.0009 ips: 9.3149 images/s [07/21 03:29:09] ppdet.engine INFO: Epoch: [2] [46100/54024] learning_rate: 0.000100 loss_class: 0.739991 loss_bbox: 0.132886 loss_giou: 0.528418 loss_class_aux: 4.656848 loss_bbox_aux: 0.887941 loss_giou_aux: 3.304711 loss_class_dn: 0.360212 loss_bbox_dn: 0.136405 loss_giou_dn: 0.439183 loss_class_aux_dn: 1.949480 loss_bbox_aux_dn: 0.796956 loss_giou_aux_dn: 2.450351 loss: 16.758436 eta: 39 days, 16:06:44 batch_cost: 0.8733 data_cost: 0.0009 ips: 9.1605 images/s [07/21 03:30:37] ppdet.engine INFO: Epoch: [2] [46200/54024] learning_rate: 0.000100 loss_class: 0.737771 loss_bbox: 0.132360 loss_giou: 0.535533 loss_class_aux: 4.540909 loss_bbox_aux: 0.868740 loss_giou_aux: 3.380199 loss_class_dn: 0.368623 loss_bbox_dn: 0.138278 loss_giou_dn: 0.435036 loss_class_aux_dn: 1.993011 loss_bbox_aux_dn: 0.813331 loss_giou_aux_dn: 2.432253 loss: 16.555388 eta: 39 days, 16:02:10 batch_cost: 0.8426 data_cost: 0.0009 ips: 9.4941 images/s [07/21 03:32:10] ppdet.engine INFO: Epoch: [2] [46300/54024] learning_rate: 0.000100 loss_class: 0.716799 loss_bbox: 0.126794 loss_giou: 0.578204 loss_class_aux: 4.457073 loss_bbox_aux: 0.834902 loss_giou_aux: 3.622317 loss_class_dn: 0.368803 loss_bbox_dn: 0.133487 loss_giou_dn: 0.466318 loss_class_aux_dn: 1.972633 loss_bbox_aux_dn: 0.807316 loss_giou_aux_dn: 2.574414 loss: 16.412926 eta: 39 days, 15:59:20 batch_cost: 0.8851 data_cost: 0.0010 ips: 9.0387 images/s [07/21 03:33:40] ppdet.engine INFO: Epoch: [2] [46400/54024] learning_rate: 0.000100 loss_class: 0.695139 loss_bbox: 0.121800 loss_giou: 0.537761 loss_class_aux: 4.462364 loss_bbox_aux: 0.829101 loss_giou_aux: 3.374735 loss_class_dn: 0.357838 loss_bbox_dn: 0.136227 loss_giou_dn: 0.451833 loss_class_aux_dn: 1.934590 loss_bbox_aux_dn: 0.772728 loss_giou_aux_dn: 2.464012 loss: 16.309817 eta: 39 days, 15:55:25 batch_cost: 0.8582 data_cost: 0.0009 ips: 9.3223 images/s [07/21 03:35:18] ppdet.engine INFO: Epoch: [2] [46500/54024] learning_rate: 0.000100 loss_class: 0.732135 loss_bbox: 0.129242 loss_giou: 0.558050 loss_class_aux: 4.514604 loss_bbox_aux: 0.856329 loss_giou_aux: 3.462672 loss_class_dn: 0.371946 loss_bbox_dn: 0.138483 loss_giou_dn: 0.453403 loss_class_aux_dn: 2.002747 loss_bbox_aux_dn: 0.819454 loss_giou_aux_dn: 2.501119 loss: 16.633314 eta: 39 days, 15:54:42 batch_cost: 0.9377 data_cost: 0.0040 ips: 8.5312 images/s [07/21 03:36:50] ppdet.engine INFO: Epoch: [2] [46600/54024] learning_rate: 0.000100 loss_class: 0.736567 loss_bbox: 0.129042 loss_giou: 0.534758 loss_class_aux: 4.600519 loss_bbox_aux: 0.848267 loss_giou_aux: 3.408755 loss_class_dn: 0.388200 loss_bbox_dn: 0.130237 loss_giou_dn: 0.454113 loss_class_aux_dn: 2.097512 loss_bbox_aux_dn: 0.797398 loss_giou_aux_dn: 2.618779 loss: 17.283241 eta: 39 days, 15:51:23 batch_cost: 0.8727 data_cost: 0.0154 ips: 9.1666 images/s [07/21 03:38:20] ppdet.engine INFO: Epoch: [2] [46700/54024] learning_rate: 0.000100 loss_class: 0.720552 loss_bbox: 0.121334 loss_giou: 0.501442 loss_class_aux: 4.489671 loss_bbox_aux: 0.808778 loss_giou_aux: 3.102807 loss_class_dn: 0.362221 loss_bbox_dn: 0.131209 loss_giou_dn: 0.431744 loss_class_aux_dn: 1.964287 loss_bbox_aux_dn: 0.764660 loss_giou_aux_dn: 2.395282 loss: 16.081005 eta: 39 days, 15:47:12 batch_cost: 0.8517 data_cost: 0.0009 ips: 9.3927 images/s [07/21 03:39:55] ppdet.engine INFO: Epoch: [2] [46800/54024] learning_rate: 0.000100 loss_class: 0.691890 loss_bbox: 0.130901 loss_giou: 0.592860 loss_class_aux: 4.340731 loss_bbox_aux: 0.834123 loss_giou_aux: 3.769245 loss_class_dn: 0.370835 loss_bbox_dn: 0.127722 loss_giou_dn: 0.503035 loss_class_aux_dn: 1.967430 loss_bbox_aux_dn: 0.770078 loss_giou_aux_dn: 2.798084 loss: 16.982073 eta: 39 days, 15:45:20 batch_cost: 0.9090 data_cost: 0.0009 ips: 8.8011 images/s [07/21 03:41:22] ppdet.engine INFO: Epoch: [2] [46900/54024] learning_rate: 0.000100 loss_class: 0.678018 loss_bbox: 0.119041 loss_giou: 0.495004 loss_class_aux: 4.185693 loss_bbox_aux: 0.785585 loss_giou_aux: 3.096373 loss_class_dn: 0.354058 loss_bbox_dn: 0.123976 loss_giou_dn: 0.419951 loss_class_aux_dn: 1.875447 loss_bbox_aux_dn: 0.752207 loss_giou_aux_dn: 2.324587 loss: 15.764339 eta: 39 days, 15:40:26 batch_cost: 0.8335 data_cost: 0.0027 ips: 9.5981 images/s [07/21 03:42:52] ppdet.engine INFO: Epoch: [2] [47000/54024] learning_rate: 0.000100 loss_class: 0.700526 loss_bbox: 0.126789 loss_giou: 0.524525 loss_class_aux: 4.322003 loss_bbox_aux: 0.825669 loss_giou_aux: 3.277469 loss_class_dn: 0.360035 loss_bbox_dn: 0.129010 loss_giou_dn: 0.448970 loss_class_aux_dn: 1.924134 loss_bbox_aux_dn: 0.779394 loss_giou_aux_dn: 2.500813 loss: 16.694120 eta: 39 days, 15:36:14 batch_cost: 0.8505 data_cost: 0.0010 ips: 9.4061 images/s [07/21 03:44:19] ppdet.engine INFO: Epoch: [2] [47100/54024] learning_rate: 0.000100 loss_class: 0.694658 loss_bbox: 0.125344 loss_giou: 0.565613 loss_class_aux: 4.392241 loss_bbox_aux: 0.811202 loss_giou_aux: 3.528988 loss_class_dn: 0.366722 loss_bbox_dn: 0.127000 loss_giou_dn: 0.450142 loss_class_aux_dn: 1.973554 loss_bbox_aux_dn: 0.795112 loss_giou_aux_dn: 2.518563 loss: 16.680826 eta: 39 days, 15:31:16 batch_cost: 0.8318 data_cost: 0.0009 ips: 9.6178 images/s [07/21 03:45:42] ppdet.engine INFO: Epoch: [2] [47200/54024] learning_rate: 0.000100 loss_class: 0.686374 loss_bbox: 0.123252 loss_giou: 0.499132 loss_class_aux: 4.275863 loss_bbox_aux: 0.813265 loss_giou_aux: 3.130455 loss_class_dn: 0.355900 loss_bbox_dn: 0.134231 loss_giou_dn: 0.421862 loss_class_aux_dn: 1.910516 loss_bbox_aux_dn: 0.773968 loss_giou_aux_dn: 2.353957 loss: 15.723815 eta: 39 days, 15:24:30 batch_cost: 0.7867 data_cost: 0.0009 ips: 10.1695 images/s [07/21 03:47:21] ppdet.engine INFO: Epoch: [2] [47300/54024] learning_rate: 0.000100 loss_class: 0.753374 loss_bbox: 0.137319 loss_giou: 0.571570 loss_class_aux: 4.727413 loss_bbox_aux: 0.884058 loss_giou_aux: 3.532933 loss_class_dn: 0.382028 loss_bbox_dn: 0.142195 loss_giou_dn: 0.476824 loss_class_aux_dn: 2.060724 loss_bbox_aux_dn: 0.844186 loss_giou_aux_dn: 2.676085 loss: 17.700959 eta: 39 days, 15:24:17 batch_cost: 0.9496 data_cost: 0.0009 ips: 8.4242 images/s [07/21 03:48:48] ppdet.engine INFO: Epoch: [2] [47400/54024] learning_rate: 0.000100 loss_class: 0.731140 loss_bbox: 0.127158 loss_giou: 0.573638 loss_class_aux: 4.575831 loss_bbox_aux: 0.816295 loss_giou_aux: 3.557363 loss_class_dn: 0.377125 loss_bbox_dn: 0.135281 loss_giou_dn: 0.478859 loss_class_aux_dn: 2.000340 loss_bbox_aux_dn: 0.797353 loss_giou_aux_dn: 2.664494 loss: 17.161227 eta: 39 days, 15:19:01 batch_cost: 0.8240 data_cost: 0.0040 ips: 9.7086 images/s [07/21 03:50:21] ppdet.engine INFO: Epoch: [2] [47500/54024] learning_rate: 0.000100 loss_class: 0.714184 loss_bbox: 0.119826 loss_giou: 0.538034 loss_class_aux: 4.369715 loss_bbox_aux: 0.800911 loss_giou_aux: 3.365627 loss_class_dn: 0.361215 loss_bbox_dn: 0.130414 loss_giou_dn: 0.431852 loss_class_aux_dn: 1.937670 loss_bbox_aux_dn: 0.777599 loss_giou_aux_dn: 2.406234 loss: 16.466662 eta: 39 days, 15:16:34 batch_cost: 0.8942 data_cost: 0.0154 ips: 8.9465 images/s [07/21 03:51:56] ppdet.engine INFO: Epoch: [2] [47600/54024] learning_rate: 0.000100 loss_class: 0.703148 loss_bbox: 0.133753 loss_giou: 0.526117 loss_class_aux: 4.457651 loss_bbox_aux: 0.843143 loss_giou_aux: 3.265581 loss_class_dn: 0.358345 loss_bbox_dn: 0.134136 loss_giou_dn: 0.435574 loss_class_aux_dn: 1.940242 loss_bbox_aux_dn: 0.805078 loss_giou_aux_dn: 2.409898 loss: 15.801711 eta: 39 days, 15:14:38 batch_cost: 0.9067 data_cost: 0.0009 ips: 8.8229 images/s [07/21 03:53:17] ppdet.engine INFO: Epoch: [2] [47700/54024] learning_rate: 0.000100 loss_class: 0.712495 loss_bbox: 0.124577 loss_giou: 0.528390 loss_class_aux: 4.410805 loss_bbox_aux: 0.821825 loss_giou_aux: 3.301121 loss_class_dn: 0.361821 loss_bbox_dn: 0.125710 loss_giou_dn: 0.432364 loss_class_aux_dn: 1.936327 loss_bbox_aux_dn: 0.764122 loss_giou_aux_dn: 2.445815 loss: 16.243219 eta: 39 days, 15:07:09 batch_cost: 0.7683 data_cost: 0.0009 ips: 10.4133 images/s [07/21 03:54:42] ppdet.engine INFO: Epoch: [2] [47800/54024] learning_rate: 0.000100 loss_class: 0.711676 loss_bbox: 0.136557 loss_giou: 0.569693 loss_class_aux: 4.477843 loss_bbox_aux: 0.890755 loss_giou_aux: 3.562081 loss_class_dn: 0.381535 loss_bbox_dn: 0.139740 loss_giou_dn: 0.467497 loss_class_aux_dn: 2.033501 loss_bbox_aux_dn: 0.829015 loss_giou_aux_dn: 2.585972 loss: 17.348943 eta: 39 days, 15:01:22 batch_cost: 0.8105 data_cost: 0.0079 ips: 9.8708 images/s [07/21 03:56:21] ppdet.engine INFO: Epoch: [2] [47900/54024] learning_rate: 0.000100 loss_class: 0.769895 loss_bbox: 0.135319 loss_giou: 0.582552 loss_class_aux: 4.702612 loss_bbox_aux: 0.896371 loss_giou_aux: 3.609677 loss_class_dn: 0.394910 loss_bbox_dn: 0.138732 loss_giou_dn: 0.479354 loss_class_aux_dn: 2.118777 loss_bbox_aux_dn: 0.832454 loss_giou_aux_dn: 2.661057 loss: 17.990284 eta: 39 days, 15:00:57 batch_cost: 0.9447 data_cost: 0.0012 ips: 8.4678 images/s [07/21 03:57:55] ppdet.engine INFO: Epoch: [2] [48000/54024] learning_rate: 0.000100 loss_class: 0.725500 loss_bbox: 0.125953 loss_giou: 0.581101 loss_class_aux: 4.480679 loss_bbox_aux: 0.891990 loss_giou_aux: 3.682111 loss_class_dn: 0.373471 loss_bbox_dn: 0.137509 loss_giou_dn: 0.497764 loss_class_aux_dn: 2.014627 loss_bbox_aux_dn: 0.827833 loss_giou_aux_dn: 2.737259 loss: 17.143872 eta: 39 days, 14:58:34 batch_cost: 0.8954 data_cost: 0.0178 ips: 8.9347 images/s [07/21 03:59:30] ppdet.engine INFO: Epoch: [2] [48100/54024] learning_rate: 0.000100 loss_class: 0.720287 loss_bbox: 0.121352 loss_giou: 0.522719 loss_class_aux: 4.554787 loss_bbox_aux: 0.799945 loss_giou_aux: 3.280231 loss_class_dn: 0.351667 loss_bbox_dn: 0.121521 loss_giou_dn: 0.439123 loss_class_aux_dn: 1.919845 loss_bbox_aux_dn: 0.747637 loss_giou_aux_dn: 2.416046 loss: 16.098564 eta: 39 days, 14:56:34 batch_cost: 0.9050 data_cost: 0.0012 ips: 8.8396 images/s [07/21 04:01:07] ppdet.engine INFO: Epoch: [2] [48200/54024] learning_rate: 0.000100 loss_class: 0.727274 loss_bbox: 0.123376 loss_giou: 0.495405 loss_class_aux: 4.482919 loss_bbox_aux: 0.814142 loss_giou_aux: 3.139891 loss_class_dn: 0.364740 loss_bbox_dn: 0.135096 loss_giou_dn: 0.424929 loss_class_aux_dn: 1.946119 loss_bbox_aux_dn: 0.815450 loss_giou_aux_dn: 2.390602 loss: 16.619584 eta: 39 days, 14:55:29 batch_cost: 0.9280 data_cost: 0.0258 ips: 8.6205 images/s [07/21 04:02:31] ppdet.engine INFO: Epoch: [2] [48300/54024] learning_rate: 0.000100 loss_class: 0.740997 loss_bbox: 0.130442 loss_giou: 0.586317 loss_class_aux: 4.617015 loss_bbox_aux: 0.854655 loss_giou_aux: 3.710997 loss_class_dn: 0.394015 loss_bbox_dn: 0.131896 loss_giou_dn: 0.504878 loss_class_aux_dn: 2.080359 loss_bbox_aux_dn: 0.787167 loss_giou_aux_dn: 2.774482 loss: 17.710368 eta: 39 days, 14:49:26 batch_cost: 0.8033 data_cost: 0.0147 ips: 9.9588 images/s [07/21 04:04:01] ppdet.engine INFO: Epoch: [2] [48400/54024] learning_rate: 0.000100 loss_class: 0.724501 loss_bbox: 0.134371 loss_giou: 0.566858 loss_class_aux: 4.511204 loss_bbox_aux: 0.885513 loss_giou_aux: 3.552252 loss_class_dn: 0.374828 loss_bbox_dn: 0.141875 loss_giou_dn: 0.477540 loss_class_aux_dn: 2.009811 loss_bbox_aux_dn: 0.846079 loss_giou_aux_dn: 2.596482 loss: 16.843266 eta: 39 days, 14:45:27 batch_cost: 0.8550 data_cost: 0.0009 ips: 9.3565 images/s [07/21 04:05:56] ppdet.engine INFO: Epoch: [2] [48500/54024] learning_rate: 0.000100 loss_class: 0.730238 loss_bbox: 0.130438 loss_giou: 0.544073 loss_class_aux: 4.558192 loss_bbox_aux: 0.861465 loss_giou_aux: 3.420043 loss_class_dn: 0.358208 loss_bbox_dn: 0.139947 loss_giou_dn: 0.468827 loss_class_aux_dn: 1.925330 loss_bbox_aux_dn: 0.837012 loss_giou_aux_dn: 2.577051 loss: 16.815320 eta: 39 days, 14:51:29 batch_cost: 1.1071 data_cost: 0.0011 ips: 7.2260 images/s [07/21 04:07:30] ppdet.engine INFO: Epoch: [2] [48600/54024] learning_rate: 0.000100 loss_class: 0.712723 loss_bbox: 0.124738 loss_giou: 0.502179 loss_class_aux: 4.436699 loss_bbox_aux: 0.812153 loss_giou_aux: 3.175166 loss_class_dn: 0.361972 loss_bbox_dn: 0.133113 loss_giou_dn: 0.427621 loss_class_aux_dn: 1.915027 loss_bbox_aux_dn: 0.772440 loss_giou_aux_dn: 2.398902 loss: 16.102813 eta: 39 days, 14:49:14 batch_cost: 0.8990 data_cost: 0.0009 ips: 8.8992 images/s [07/21 04:09:13] ppdet.engine INFO: Epoch: [2] [48700/54024] learning_rate: 0.000100 loss_class: 0.725048 loss_bbox: 0.127204 loss_giou: 0.543350 loss_class_aux: 4.443667 loss_bbox_aux: 0.836089 loss_giou_aux: 3.438075 loss_class_dn: 0.375205 loss_bbox_dn: 0.132254 loss_giou_dn: 0.469839 loss_class_aux_dn: 1.993391 loss_bbox_aux_dn: 0.806216 loss_giou_aux_dn: 2.636215 loss: 16.923279 eta: 39 days, 14:50:31 batch_cost: 0.9877 data_cost: 0.0009 ips: 8.1000 images/s [07/21 04:10:42] ppdet.engine INFO: Epoch: [2] [48800/54024] learning_rate: 0.000100 loss_class: 0.733047 loss_bbox: 0.124467 loss_giou: 0.506132 loss_class_aux: 4.592988 loss_bbox_aux: 0.793219 loss_giou_aux: 3.207307 loss_class_dn: 0.355654 loss_bbox_dn: 0.126400 loss_giou_dn: 0.429458 loss_class_aux_dn: 1.935904 loss_bbox_aux_dn: 0.766762 loss_giou_aux_dn: 2.337453 loss: 15.383286 eta: 39 days, 14:46:23 batch_cost: 0.8513 data_cost: 0.0010 ips: 9.3975 images/s [07/21 04:12:16] ppdet.engine INFO: Epoch: [2] [48900/54024] learning_rate: 0.000100 loss_class: 0.720959 loss_bbox: 0.123274 loss_giou: 0.507709 loss_class_aux: 4.478974 loss_bbox_aux: 0.823565 loss_giou_aux: 3.191006 loss_class_dn: 0.370333 loss_bbox_dn: 0.134685 loss_giou_dn: 0.444492 loss_class_aux_dn: 1.976465 loss_bbox_aux_dn: 0.784449 loss_giou_aux_dn: 2.467517 loss: 16.141151 eta: 39 days, 14:43:56 batch_cost: 0.8939 data_cost: 0.0077 ips: 8.9497 images/s [07/21 04:13:42] ppdet.engine INFO: Epoch: [2] [49000/54024] learning_rate: 0.000100 loss_class: 0.728843 loss_bbox: 0.131405 loss_giou: 0.550253 loss_class_aux: 4.607516 loss_bbox_aux: 0.862938 loss_giou_aux: 3.429701 loss_class_dn: 0.372201 loss_bbox_dn: 0.136061 loss_giou_dn: 0.464364 loss_class_aux_dn: 1.996539 loss_bbox_aux_dn: 0.805733 loss_giou_aux_dn: 2.591748 loss: 16.955060 eta: 39 days, 14:38:35 batch_cost: 0.8204 data_cost: 0.0080 ips: 9.7518 images/s [07/21 04:15:19] ppdet.engine INFO: Epoch: [2] [49100/54024] learning_rate: 0.000100 loss_class: 0.725787 loss_bbox: 0.122956 loss_giou: 0.547397 loss_class_aux: 4.582047 loss_bbox_aux: 0.809361 loss_giou_aux: 3.417636 loss_class_dn: 0.373097 loss_bbox_dn: 0.133227 loss_giou_dn: 0.457651 loss_class_aux_dn: 1.981472 loss_bbox_aux_dn: 0.781692 loss_giou_aux_dn: 2.557156 loss: 16.724142 eta: 39 days, 14:37:18 batch_cost: 0.9231 data_cost: 0.0009 ips: 8.6667 images/s [07/21 04:16:44] ppdet.engine INFO: Epoch: [2] [49200/54024] learning_rate: 0.000100 loss_class: 0.715367 loss_bbox: 0.132593 loss_giou: 0.531803 loss_class_aux: 4.507719 loss_bbox_aux: 0.850835 loss_giou_aux: 3.261167 loss_class_dn: 0.367359 loss_bbox_dn: 0.131907 loss_giou_dn: 0.456208 loss_class_aux_dn: 1.992949 loss_bbox_aux_dn: 0.774187 loss_giou_aux_dn: 2.537343 loss: 16.609185 eta: 39 days, 14:31:26 batch_cost: 0.8070 data_cost: 0.0009 ips: 9.9133 images/s [07/21 04:18:08] ppdet.engine INFO: Epoch: [2] [49300/54024] learning_rate: 0.000100 loss_class: 0.669309 loss_bbox: 0.125975 loss_giou: 0.533568 loss_class_aux: 4.220493 loss_bbox_aux: 0.829985 loss_giou_aux: 3.358398 loss_class_dn: 0.347434 loss_bbox_dn: 0.132700 loss_giou_dn: 0.437076 loss_class_aux_dn: 1.859599 loss_bbox_aux_dn: 0.772738 loss_giou_aux_dn: 2.417160 loss: 16.236950 eta: 39 days, 14:25:27 batch_cost: 0.8042 data_cost: 0.0009 ips: 9.9480 images/s [07/21 04:19:35] ppdet.engine INFO: Epoch: [2] [49400/54024] learning_rate: 0.000100 loss_class: 0.699837 loss_bbox: 0.127462 loss_giou: 0.496053 loss_class_aux: 4.357525 loss_bbox_aux: 0.863076 loss_giou_aux: 3.174187 loss_class_dn: 0.360474 loss_bbox_dn: 0.134749 loss_giou_dn: 0.416177 loss_class_aux_dn: 1.961018 loss_bbox_aux_dn: 0.789282 loss_giou_aux_dn: 2.317532 loss: 16.020577 eta: 39 days, 14:20:22 batch_cost: 0.8268 data_cost: 0.0018 ips: 9.6754 images/s [07/21 04:21:02] ppdet.engine INFO: Epoch: [2] [49500/54024] learning_rate: 0.000100 loss_class: 0.743342 loss_bbox: 0.121856 loss_giou: 0.564592 loss_class_aux: 4.603822 loss_bbox_aux: 0.809855 loss_giou_aux: 3.525910 loss_class_dn: 0.368178 loss_bbox_dn: 0.132207 loss_giou_dn: 0.465100 loss_class_aux_dn: 2.010055 loss_bbox_aux_dn: 0.806402 loss_giou_aux_dn: 2.582309 loss: 17.005969 eta: 39 days, 14:15:07 batch_cost: 0.8224 data_cost: 0.0009 ips: 9.7272 images/s [07/21 04:22:26] ppdet.engine INFO: Epoch: [2] [49600/54024] learning_rate: 0.000100 loss_class: 0.676466 loss_bbox: 0.123268 loss_giou: 0.631224 loss_class_aux: 4.290337 loss_bbox_aux: 0.809385 loss_giou_aux: 3.882878 loss_class_dn: 0.363306 loss_bbox_dn: 0.124716 loss_giou_dn: 0.488941 loss_class_aux_dn: 1.941786 loss_bbox_aux_dn: 0.742269 loss_giou_aux_dn: 2.656423 loss: 16.721352 eta: 39 days, 14:09:08 batch_cost: 0.8036 data_cost: 0.0225 ips: 9.9557 images/s [07/21 04:24:02] ppdet.engine INFO: Epoch: [2] [49700/54024] learning_rate: 0.000100 loss_class: 0.718605 loss_bbox: 0.122605 loss_giou: 0.513586 loss_class_aux: 4.474056 loss_bbox_aux: 0.816317 loss_giou_aux: 3.284010 loss_class_dn: 0.369445 loss_bbox_dn: 0.132653 loss_giou_dn: 0.437651 loss_class_aux_dn: 2.001474 loss_bbox_aux_dn: 0.793148 loss_giou_aux_dn: 2.477415 loss: 16.395164 eta: 39 days, 14:07:31 batch_cost: 0.9142 data_cost: 0.1243 ips: 8.7508 images/s [07/21 04:25:32] ppdet.engine INFO: Epoch: [2] [49800/54024] learning_rate: 0.000100 loss_class: 0.706803 loss_bbox: 0.133865 loss_giou: 0.553641 loss_class_aux: 4.409825 loss_bbox_aux: 0.871575 loss_giou_aux: 3.450334 loss_class_dn: 0.378568 loss_bbox_dn: 0.139963 loss_giou_dn: 0.461450 loss_class_aux_dn: 2.024746 loss_bbox_aux_dn: 0.836894 loss_giou_aux_dn: 2.533133 loss: 16.768198 eta: 39 days, 14:03:42 batch_cost: 0.8583 data_cost: 0.0136 ips: 9.3211 images/s [07/21 04:26:55] ppdet.engine INFO: Epoch: [2] [49900/54024] learning_rate: 0.000100 loss_class: 0.691021 loss_bbox: 0.119594 loss_giou: 0.507329 loss_class_aux: 4.288688 loss_bbox_aux: 0.769292 loss_giou_aux: 3.197059 loss_class_dn: 0.347146 loss_bbox_dn: 0.121925 loss_giou_dn: 0.425589 loss_class_aux_dn: 1.862620 loss_bbox_aux_dn: 0.727280 loss_giou_aux_dn: 2.357294 loss: 15.712519 eta: 39 days, 13:56:54 batch_cost: 0.7829 data_cost: 0.0128 ips: 10.2179 images/s [07/21 04:28:17] ppdet.engine INFO: Epoch: [2] [50000/54024] learning_rate: 0.000100 loss_class: 0.705203 loss_bbox: 0.126052 loss_giou: 0.544131 loss_class_aux: 4.436702 loss_bbox_aux: 0.829896 loss_giou_aux: 3.394062 loss_class_dn: 0.363534 loss_bbox_dn: 0.127129 loss_giou_dn: 0.451964 loss_class_aux_dn: 1.937398 loss_bbox_aux_dn: 0.749360 loss_giou_aux_dn: 2.495939 loss: 16.346750 eta: 39 days, 13:50:02 batch_cost: 0.7807 data_cost: 0.0009 ips: 10.2470 images/s [07/21 04:29:35] ppdet.engine INFO: Epoch: [2] [50100/54024] learning_rate: 0.000100 loss_class: 0.716650 loss_bbox: 0.133466 loss_giou: 0.593381 loss_class_aux: 4.480159 loss_bbox_aux: 0.872517 loss_giou_aux: 3.696452 loss_class_dn: 0.383389 loss_bbox_dn: 0.145632 loss_giou_dn: 0.484827 loss_class_aux_dn: 2.031072 loss_bbox_aux_dn: 0.843401 loss_giou_aux_dn: 2.687268 loss: 17.444519 eta: 39 days, 13:41:22 batch_cost: 0.7346 data_cost: 0.0009 ips: 10.8896 images/s [07/21 04:31:00] ppdet.engine INFO: Epoch: [2] [50200/54024] learning_rate: 0.000100 loss_class: 0.708749 loss_bbox: 0.133564 loss_giou: 0.533489 loss_class_aux: 4.405657 loss_bbox_aux: 0.857140 loss_giou_aux: 3.373695 loss_class_dn: 0.358994 loss_bbox_dn: 0.140465 loss_giou_dn: 0.448697 loss_class_aux_dn: 1.920695 loss_bbox_aux_dn: 0.818395 loss_giou_aux_dn: 2.489738 loss: 16.595305 eta: 39 days, 13:35:34 batch_cost: 0.8073 data_cost: 0.0146 ips: 9.9093 images/s [07/21 04:32:31] ppdet.engine INFO: Epoch: [2] [50300/54024] learning_rate: 0.000100 loss_class: 0.722655 loss_bbox: 0.117938 loss_giou: 0.523671 loss_class_aux: 4.514175 loss_bbox_aux: 0.792986 loss_giou_aux: 3.290957 loss_class_dn: 0.354066 loss_bbox_dn: 0.125979 loss_giou_dn: 0.439519 loss_class_aux_dn: 1.898736 loss_bbox_aux_dn: 0.762393 loss_giou_aux_dn: 2.454011 loss: 15.944978 eta: 39 days, 13:32:11 batch_cost: 0.8689 data_cost: 0.0009 ips: 9.2071 images/s [07/21 04:33:52] ppdet.engine INFO: Epoch: [2] [50400/54024] learning_rate: 0.000100 loss_class: 0.726798 loss_bbox: 0.137524 loss_giou: 0.563663 loss_class_aux: 4.492367 loss_bbox_aux: 0.916394 loss_giou_aux: 3.523566 loss_class_dn: 0.371117 loss_bbox_dn: 0.141835 loss_giou_dn: 0.468835 loss_class_aux_dn: 2.014863 loss_bbox_aux_dn: 0.825918 loss_giou_aux_dn: 2.570143 loss: 17.169182 eta: 39 days, 13:25:07 batch_cost: 0.7748 data_cost: 0.0089 ips: 10.3252 images/s [07/21 04:35:10] ppdet.engine INFO: Epoch: [2] [50500/54024] learning_rate: 0.000100 loss_class: 0.738912 loss_bbox: 0.124851 loss_giou: 0.554918 loss_class_aux: 4.637767 loss_bbox_aux: 0.836596 loss_giou_aux: 3.555336 loss_class_dn: 0.379899 loss_bbox_dn: 0.127941 loss_giou_dn: 0.466706 loss_class_aux_dn: 2.039075 loss_bbox_aux_dn: 0.776915 loss_giou_aux_dn: 2.584384 loss: 17.411546 eta: 39 days, 13:16:34 batch_cost: 0.7369 data_cost: 0.0009 ips: 10.8556 images/s [07/21 04:36:44] ppdet.engine INFO: Epoch: [2] [50600/54024] learning_rate: 0.000100 loss_class: 0.755311 loss_bbox: 0.127865 loss_giou: 0.603448 loss_class_aux: 4.675213 loss_bbox_aux: 0.826051 loss_giou_aux: 3.752778 loss_class_dn: 0.378694 loss_bbox_dn: 0.123084 loss_giou_dn: 0.488835 loss_class_aux_dn: 2.041450 loss_bbox_aux_dn: 0.739432 loss_giou_aux_dn: 2.709594 loss: 17.219843 eta: 39 days, 13:14:03 batch_cost: 0.8909 data_cost: 0.0013 ips: 8.9794 images/s [07/21 04:38:29] ppdet.engine INFO: Epoch: [2] [50700/54024] learning_rate: 0.000100 loss_class: 0.793999 loss_bbox: 0.140927 loss_giou: 0.566722 loss_class_aux: 4.892368 loss_bbox_aux: 0.924056 loss_giou_aux: 3.514526 loss_class_dn: 0.392897 loss_bbox_dn: 0.145318 loss_giou_dn: 0.493599 loss_class_aux_dn: 2.109582 loss_bbox_aux_dn: 0.871488 loss_giou_aux_dn: 2.688453 loss: 18.122389 eta: 39 days, 13:16:22 batch_cost: 1.0139 data_cost: 0.0009 ips: 7.8904 images/s [07/21 04:39:48] ppdet.engine INFO: Epoch: [2] [50800/54024] learning_rate: 0.000100 loss_class: 0.722360 loss_bbox: 0.131260 loss_giou: 0.547956 loss_class_aux: 4.495708 loss_bbox_aux: 0.836915 loss_giou_aux: 3.398145 loss_class_dn: 0.362901 loss_bbox_dn: 0.128984 loss_giou_dn: 0.442561 loss_class_aux_dn: 1.933233 loss_bbox_aux_dn: 0.782550 loss_giou_aux_dn: 2.482346 loss: 17.025505 eta: 39 days, 13:08:21 batch_cost: 0.7501 data_cost: 0.0009 ips: 10.6653 images/s [07/21 04:41:24] ppdet.engine INFO: Epoch: [2] [50900/54024] learning_rate: 0.000100 loss_class: 0.715171 loss_bbox: 0.126544 loss_giou: 0.539084 loss_class_aux: 4.504476 loss_bbox_aux: 0.827844 loss_giou_aux: 3.423744 loss_class_dn: 0.365896 loss_bbox_dn: 0.141750 loss_giou_dn: 0.444014 loss_class_aux_dn: 1.958964 loss_bbox_aux_dn: 0.840203 loss_giou_aux_dn: 2.447518 loss: 16.348077 eta: 39 days, 13:06:52 batch_cost: 0.9170 data_cost: 0.0071 ips: 8.7238 images/s [07/21 04:42:58] ppdet.engine INFO: Epoch: [2] [51000/54024] learning_rate: 0.000100 loss_class: 0.726276 loss_bbox: 0.131585 loss_giou: 0.523203 loss_class_aux: 4.503556 loss_bbox_aux: 0.884630 loss_giou_aux: 3.294639 loss_class_dn: 0.362670 loss_bbox_dn: 0.134746 loss_giou_dn: 0.440707 loss_class_aux_dn: 1.948509 loss_bbox_aux_dn: 0.814546 loss_giou_aux_dn: 2.489315 loss: 16.816967 eta: 39 days, 13:04:32 batch_cost: 0.8953 data_cost: 0.0690 ips: 8.9358 images/s [07/21 04:44:27] ppdet.engine INFO: Epoch: [2] [51100/54024] learning_rate: 0.000100 loss_class: 0.667672 loss_bbox: 0.118024 loss_giou: 0.510736 loss_class_aux: 4.128968 loss_bbox_aux: 0.756920 loss_giou_aux: 3.222554 loss_class_dn: 0.350864 loss_bbox_dn: 0.122831 loss_giou_dn: 0.416722 loss_class_aux_dn: 1.873888 loss_bbox_aux_dn: 0.724245 loss_giou_aux_dn: 2.349490 loss: 15.445376 eta: 39 days, 13:00:13 batch_cost: 0.8443 data_cost: 0.0009 ips: 9.4753 images/s [07/21 04:45:56] ppdet.engine INFO: Epoch: [2] [51200/54024] learning_rate: 0.000100 loss_class: 0.714922 loss_bbox: 0.131234 loss_giou: 0.526682 loss_class_aux: 4.569668 loss_bbox_aux: 0.853401 loss_giou_aux: 3.358351 loss_class_dn: 0.375767 loss_bbox_dn: 0.134313 loss_giou_dn: 0.460287 loss_class_aux_dn: 1.993562 loss_bbox_aux_dn: 0.822530 loss_giou_aux_dn: 2.568196 loss: 17.213983 eta: 39 days, 12:56:16 batch_cost: 0.8537 data_cost: 0.0064 ips: 9.3708 images/s [07/21 04:47:41] ppdet.engine INFO: Epoch: [2] [51300/54024] learning_rate: 0.000100 loss_class: 0.732286 loss_bbox: 0.129587 loss_giou: 0.521656 loss_class_aux: 4.512151 loss_bbox_aux: 0.846703 loss_giou_aux: 3.299765 loss_class_dn: 0.366169 loss_bbox_dn: 0.139955 loss_giou_dn: 0.456892 loss_class_aux_dn: 1.980777 loss_bbox_aux_dn: 0.819127 loss_giou_aux_dn: 2.477137 loss: 16.697830 eta: 39 days, 12:58:32 batch_cost: 1.0132 data_cost: 0.0010 ips: 7.8960 images/s [07/21 04:49:02] ppdet.engine INFO: Epoch: [2] [51400/54024] learning_rate: 0.000100 loss_class: 0.706020 loss_bbox: 0.121292 loss_giou: 0.556359 loss_class_aux: 4.338791 loss_bbox_aux: 0.789157 loss_giou_aux: 3.477293 loss_class_dn: 0.363975 loss_bbox_dn: 0.122614 loss_giou_dn: 0.464035 loss_class_aux_dn: 1.938403 loss_bbox_aux_dn: 0.732526 loss_giou_aux_dn: 2.556469 loss: 16.119509 eta: 39 days, 12:51:04 batch_cost: 0.7631 data_cost: 0.0009 ips: 10.4835 images/s [07/21 04:50:25] ppdet.engine INFO: Epoch: [2] [51500/54024] learning_rate: 0.000100 loss_class: 0.756920 loss_bbox: 0.138883 loss_giou: 0.585023 loss_class_aux: 4.815780 loss_bbox_aux: 0.882542 loss_giou_aux: 3.654086 loss_class_dn: 0.377303 loss_bbox_dn: 0.137879 loss_giou_dn: 0.489372 loss_class_aux_dn: 2.020615 loss_bbox_aux_dn: 0.813341 loss_giou_aux_dn: 2.690846 loss: 17.203794 eta: 39 days, 12:44:53 batch_cost: 0.7964 data_cost: 0.0009 ips: 10.0448 images/s [07/21 04:51:49] ppdet.engine INFO: Epoch: [2] [51600/54024] learning_rate: 0.000100 loss_class: 0.755917 loss_bbox: 0.130278 loss_giou: 0.527344 loss_class_aux: 4.767325 loss_bbox_aux: 0.853280 loss_giou_aux: 3.270622 loss_class_dn: 0.380037 loss_bbox_dn: 0.142015 loss_giou_dn: 0.451780 loss_class_aux_dn: 2.028738 loss_bbox_aux_dn: 0.828638 loss_giou_aux_dn: 2.514593 loss: 17.164881 eta: 39 days, 12:38:37 batch_cost: 0.7940 data_cost: 0.0009 ips: 10.0753 images/s [07/21 04:53:13] ppdet.engine INFO: Epoch: [2] [51700/54024] learning_rate: 0.000100 loss_class: 0.741297 loss_bbox: 0.117210 loss_giou: 0.548024 loss_class_aux: 4.542815 loss_bbox_aux: 0.788122 loss_giou_aux: 3.381318 loss_class_dn: 0.361072 loss_bbox_dn: 0.125025 loss_giou_dn: 0.457410 loss_class_aux_dn: 1.942365 loss_bbox_aux_dn: 0.756768 loss_giou_aux_dn: 2.529890 loss: 16.457024 eta: 39 days, 12:32:36 batch_cost: 0.7998 data_cost: 0.0011 ips: 10.0022 images/s [07/21 04:54:36] ppdet.engine INFO: Epoch: [2] [51800/54024] learning_rate: 0.000100 loss_class: 0.680131 loss_bbox: 0.118217 loss_giou: 0.514953 loss_class_aux: 4.232836 loss_bbox_aux: 0.781918 loss_giou_aux: 3.185791 loss_class_dn: 0.356859 loss_bbox_dn: 0.122039 loss_giou_dn: 0.426859 loss_class_aux_dn: 1.899234 loss_bbox_aux_dn: 0.723898 loss_giou_aux_dn: 2.400644 loss: 16.022552 eta: 39 days, 12:26:15 batch_cost: 0.7914 data_cost: 0.0009 ips: 10.1084 images/s [07/21 04:56:03] ppdet.engine INFO: Epoch: [2] [51900/54024] learning_rate: 0.000100 loss_class: 0.735049 loss_bbox: 0.123949 loss_giou: 0.514690 loss_class_aux: 4.518230 loss_bbox_aux: 0.823519 loss_giou_aux: 3.251710 loss_class_dn: 0.365782 loss_bbox_dn: 0.130220 loss_giou_dn: 0.440865 loss_class_aux_dn: 1.990805 loss_bbox_aux_dn: 0.776650 loss_giou_aux_dn: 2.456427 loss: 15.741296 eta: 39 days, 12:21:26 batch_cost: 0.8308 data_cost: 0.0009 ips: 9.6288 images/s [07/21 04:57:23] ppdet.engine INFO: Epoch: [2] [52000/54024] learning_rate: 0.000100 loss_class: 0.690722 loss_bbox: 0.120653 loss_giou: 0.521067 loss_class_aux: 4.327866 loss_bbox_aux: 0.820958 loss_giou_aux: 3.225071 loss_class_dn: 0.366284 loss_bbox_dn: 0.132303 loss_giou_dn: 0.438938 loss_class_aux_dn: 1.950092 loss_bbox_aux_dn: 0.784236 loss_giou_aux_dn: 2.443143 loss: 15.995076 eta: 39 days, 12:13:45 batch_cost: 0.7570 data_cost: 0.0010 ips: 10.5679 images/s [07/21 04:58:44] ppdet.engine INFO: Epoch: [2] [52100/54024] learning_rate: 0.000100 loss_class: 0.678567 loss_bbox: 0.123632 loss_giou: 0.526299 loss_class_aux: 4.198812 loss_bbox_aux: 0.803023 loss_giou_aux: 3.262191 loss_class_dn: 0.351540 loss_bbox_dn: 0.128963 loss_giou_dn: 0.433138 loss_class_aux_dn: 1.870912 loss_bbox_aux_dn: 0.774506 loss_giou_aux_dn: 2.368892 loss: 16.039326 eta: 39 days, 12:06:30 batch_cost: 0.7676 data_cost: 0.0009 ips: 10.4226 images/s [07/21 05:00:13] ppdet.engine INFO: Epoch: [2] [52200/54024] learning_rate: 0.000100 loss_class: 0.758742 loss_bbox: 0.128233 loss_giou: 0.556927 loss_class_aux: 4.705671 loss_bbox_aux: 0.836333 loss_giou_aux: 3.487089 loss_class_dn: 0.380756 loss_bbox_dn: 0.133016 loss_giou_dn: 0.470408 loss_class_aux_dn: 2.040097 loss_bbox_aux_dn: 0.806543 loss_giou_aux_dn: 2.625574 loss: 17.220471 eta: 39 days, 12:02:32 batch_cost: 0.8522 data_cost: 0.0009 ips: 9.3875 images/s [07/21 05:01:37] ppdet.engine INFO: Epoch: [2] [52300/54024] learning_rate: 0.000100 loss_class: 0.754862 loss_bbox: 0.138073 loss_giou: 0.559055 loss_class_aux: 4.775402 loss_bbox_aux: 0.894272 loss_giou_aux: 3.508672 loss_class_dn: 0.386847 loss_bbox_dn: 0.146376 loss_giou_dn: 0.481746 loss_class_aux_dn: 2.029450 loss_bbox_aux_dn: 0.846157 loss_giou_aux_dn: 2.708839 loss: 17.872404 eta: 39 days, 11:56:16 batch_cost: 0.7930 data_cost: 0.0011 ips: 10.0885 images/s [07/21 05:03:00] ppdet.engine INFO: Epoch: [2] [52400/54024] learning_rate: 0.000100 loss_class: 0.746240 loss_bbox: 0.138079 loss_giou: 0.570571 loss_class_aux: 4.680472 loss_bbox_aux: 0.873987 loss_giou_aux: 3.600628 loss_class_dn: 0.377456 loss_bbox_dn: 0.131145 loss_giou_dn: 0.472607 loss_class_aux_dn: 2.016254 loss_bbox_aux_dn: 0.775417 loss_giou_aux_dn: 2.634202 loss: 17.199848 eta: 39 days, 11:49:51 batch_cost: 0.7887 data_cost: 0.0010 ips: 10.1436 images/s [07/21 05:04:20] ppdet.engine INFO: Epoch: [2] [52500/54024] learning_rate: 0.000100 loss_class: 0.744448 loss_bbox: 0.130359 loss_giou: 0.501801 loss_class_aux: 4.597420 loss_bbox_aux: 0.836839 loss_giou_aux: 3.225540 loss_class_dn: 0.364361 loss_bbox_dn: 0.136472 loss_giou_dn: 0.432746 loss_class_aux_dn: 1.989339 loss_bbox_aux_dn: 0.812561 loss_giou_aux_dn: 2.415616 loss: 16.352862 eta: 39 days, 11:42:20 batch_cost: 0.7601 data_cost: 0.0009 ips: 10.5254 images/s [07/21 05:05:47] ppdet.engine INFO: Epoch: [2] [52600/54024] learning_rate: 0.000100 loss_class: 0.701196 loss_bbox: 0.119577 loss_giou: 0.474153 loss_class_aux: 4.424926 loss_bbox_aux: 0.793266 loss_giou_aux: 3.034362 loss_class_dn: 0.352288 loss_bbox_dn: 0.130874 loss_giou_dn: 0.399174 loss_class_aux_dn: 1.900401 loss_bbox_aux_dn: 0.765907 loss_giou_aux_dn: 2.282124 loss: 15.545098 eta: 39 days, 11:37:40 batch_cost: 0.8338 data_cost: 0.0009 ips: 9.5945 images/s [07/21 05:07:14] ppdet.engine INFO: Epoch: [2] [52700/54024] learning_rate: 0.000100 loss_class: 0.730474 loss_bbox: 0.121067 loss_giou: 0.520226 loss_class_aux: 4.534848 loss_bbox_aux: 0.774999 loss_giou_aux: 3.238588 loss_class_dn: 0.361199 loss_bbox_dn: 0.129009 loss_giou_dn: 0.447089 loss_class_aux_dn: 1.935420 loss_bbox_aux_dn: 0.771702 loss_giou_aux_dn: 2.443148 loss: 15.998838 eta: 39 days, 11:32:48 batch_cost: 0.8283 data_cost: 0.0107 ips: 9.6579 images/s [07/21 05:08:36] ppdet.engine INFO: Epoch: [2] [52800/54024] learning_rate: 0.000100 loss_class: 0.723495 loss_bbox: 0.119746 loss_giou: 0.532968 loss_class_aux: 4.514615 loss_bbox_aux: 0.782387 loss_giou_aux: 3.375174 loss_class_dn: 0.373968 loss_bbox_dn: 0.130660 loss_giou_dn: 0.450516 loss_class_aux_dn: 1.998704 loss_bbox_aux_dn: 0.777520 loss_giou_aux_dn: 2.468788 loss: 16.836681 eta: 39 days, 11:25:54 batch_cost: 0.7756 data_cost: 0.0010 ips: 10.3149 images/s [07/21 05:09:58] ppdet.engine INFO: Epoch: [2] [52900/54024] learning_rate: 0.000100 loss_class: 0.707591 loss_bbox: 0.122837 loss_giou: 0.526637 loss_class_aux: 4.408373 loss_bbox_aux: 0.830813 loss_giou_aux: 3.324997 loss_class_dn: 0.361790 loss_bbox_dn: 0.124185 loss_giou_dn: 0.436617 loss_class_aux_dn: 1.921359 loss_bbox_aux_dn: 0.726820 loss_giou_aux_dn: 2.447409 loss: 16.193890 eta: 39 days, 11:18:54 batch_cost: 0.7730 data_cost: 0.0009 ips: 10.3490 images/s [07/21 05:11:25] ppdet.engine INFO: Epoch: [2] [53000/54024] learning_rate: 0.000100 loss_class: 0.713066 loss_bbox: 0.130352 loss_giou: 0.526500 loss_class_aux: 4.405908 loss_bbox_aux: 0.809658 loss_giou_aux: 3.335963 loss_class_dn: 0.368344 loss_bbox_dn: 0.126276 loss_giou_dn: 0.443713 loss_class_aux_dn: 1.968483 loss_bbox_aux_dn: 0.762812 loss_giou_aux_dn: 2.470386 loss: 16.506822 eta: 39 days, 11:13:58 batch_cost: 0.8263 data_cost: 0.0009 ips: 9.6819 images/s [07/21 05:12:52] ppdet.engine INFO: Epoch: [2] [53100/54024] learning_rate: 0.000100 loss_class: 0.720447 loss_bbox: 0.124238 loss_giou: 0.519224 loss_class_aux: 4.545217 loss_bbox_aux: 0.821511 loss_giou_aux: 3.304843 loss_class_dn: 0.372527 loss_bbox_dn: 0.129405 loss_giou_dn: 0.440578 loss_class_aux_dn: 2.001987 loss_bbox_aux_dn: 0.781270 loss_giou_aux_dn: 2.421041 loss: 16.717191 eta: 39 days, 11:09:26 batch_cost: 0.8364 data_cost: 0.0084 ips: 9.5654 images/s [07/21 05:14:37] ppdet.engine INFO: Epoch: [2] [53200/54024] learning_rate: 0.000100 loss_class: 0.738692 loss_bbox: 0.122858 loss_giou: 0.569252 loss_class_aux: 4.640739 loss_bbox_aux: 0.797160 loss_giou_aux: 3.556114 loss_class_dn: 0.376164 loss_bbox_dn: 0.126977 loss_giou_dn: 0.474524 loss_class_aux_dn: 2.018365 loss_bbox_aux_dn: 0.758704 loss_giou_aux_dn: 2.594255 loss: 16.679541 eta: 39 days, 11:11:22 batch_cost: 1.0044 data_cost: 0.0009 ips: 7.9646 images/s [07/21 05:15:57] ppdet.engine INFO: Epoch: [2] [53300/54024] learning_rate: 0.000100 loss_class: 0.717171 loss_bbox: 0.129283 loss_giou: 0.527489 loss_class_aux: 4.492033 loss_bbox_aux: 0.855829 loss_giou_aux: 3.279021 loss_class_dn: 0.359452 loss_bbox_dn: 0.132918 loss_giou_dn: 0.444663 loss_class_aux_dn: 1.942672 loss_bbox_aux_dn: 0.801741 loss_giou_aux_dn: 2.475121 loss: 16.171905 eta: 39 days, 11:03:41 batch_cost: 0.7547 data_cost: 0.0009 ips: 10.6003 images/s [07/21 05:17:18] ppdet.engine INFO: Epoch: [2] [53400/54024] learning_rate: 0.000100 loss_class: 0.725167 loss_bbox: 0.126424 loss_giou: 0.508296 loss_class_aux: 4.473159 loss_bbox_aux: 0.802272 loss_giou_aux: 3.193875 loss_class_dn: 0.364707 loss_bbox_dn: 0.136537 loss_giou_dn: 0.431018 loss_class_aux_dn: 1.951159 loss_bbox_aux_dn: 0.837768 loss_giou_aux_dn: 2.440376 loss: 16.536280 eta: 39 days, 10:56:41 batch_cost: 0.7720 data_cost: 0.0008 ips: 10.3622 images/s [07/21 05:18:49] ppdet.engine INFO: Epoch: [2] [53500/54024] learning_rate: 0.000100 loss_class: 0.738525 loss_bbox: 0.128197 loss_giou: 0.544816 loss_class_aux: 4.522638 loss_bbox_aux: 0.833582 loss_giou_aux: 3.383129 loss_class_dn: 0.362608 loss_bbox_dn: 0.127067 loss_giou_dn: 0.438647 loss_class_aux_dn: 1.943711 loss_bbox_aux_dn: 0.749100 loss_giou_aux_dn: 2.447527 loss: 16.621220 eta: 39 days, 10:53:31 batch_cost: 0.8718 data_cost: 0.0247 ips: 9.1766 images/s [07/21 05:20:17] ppdet.engine INFO: Epoch: [2] [53600/54024] learning_rate: 0.000100 loss_class: 0.690629 loss_bbox: 0.134307 loss_giou: 0.534954 loss_class_aux: 4.366545 loss_bbox_aux: 0.878324 loss_giou_aux: 3.387076 loss_class_dn: 0.362549 loss_bbox_dn: 0.131333 loss_giou_dn: 0.431031 loss_class_aux_dn: 1.960254 loss_bbox_aux_dn: 0.809669 loss_giou_aux_dn: 2.414662 loss: 15.936704 eta: 39 days, 10:49:01 batch_cost: 0.8369 data_cost: 0.0879 ips: 9.5590 images/s [07/21 05:21:55] ppdet.engine INFO: Epoch: [2] [53700/54024] learning_rate: 0.000100 loss_class: 0.698973 loss_bbox: 0.133581 loss_giou: 0.518560 loss_class_aux: 4.387050 loss_bbox_aux: 0.866132 loss_giou_aux: 3.285078 loss_class_dn: 0.352892 loss_bbox_dn: 0.130561 loss_giou_dn: 0.434261 loss_class_aux_dn: 1.936473 loss_bbox_aux_dn: 0.785897 loss_giou_aux_dn: 2.434136 loss: 16.108209 eta: 39 days, 10:48:42 batch_cost: 0.9457 data_cost: 0.0009 ips: 8.4595 images/s [07/21 05:23:29] ppdet.engine INFO: Epoch: [2] [53800/54024] learning_rate: 0.000100 loss_class: 0.701230 loss_bbox: 0.127158 loss_giou: 0.512671 loss_class_aux: 4.428388 loss_bbox_aux: 0.802366 loss_giou_aux: 3.239513 loss_class_dn: 0.354939 loss_bbox_dn: 0.134046 loss_giou_dn: 0.422773 loss_class_aux_dn: 1.920487 loss_bbox_aux_dn: 0.798790 loss_giou_aux_dn: 2.367983 loss: 16.361139 eta: 39 days, 10:46:21 batch_cost: 0.8928 data_cost: 0.0010 ips: 8.9602 images/s [07/21 05:25:03] ppdet.engine INFO: Epoch: [2] [53900/54024] learning_rate: 0.000100 loss_class: 0.726948 loss_bbox: 0.123215 loss_giou: 0.586854 loss_class_aux: 4.494310 loss_bbox_aux: 0.784458 loss_giou_aux: 3.620154 loss_class_dn: 0.373829 loss_bbox_dn: 0.131300 loss_giou_dn: 0.476731 loss_class_aux_dn: 1.984952 loss_bbox_aux_dn: 0.758930 loss_giou_aux_dn: 2.624990 loss: 16.649224 eta: 39 days, 10:44:16 batch_cost: 0.8994 data_cost: 0.0009 ips: 8.8944 images/s [07/21 05:26:35] ppdet.engine INFO: Epoch: [2] [54000/54024] learning_rate: 0.000100 loss_class: 0.680065 loss_bbox: 0.122407 loss_giou: 0.510033 loss_class_aux: 4.243672 loss_bbox_aux: 0.802401 loss_giou_aux: 3.220373 loss_class_dn: 0.353785 loss_bbox_dn: 0.129894 loss_giou_dn: 0.428252 loss_class_aux_dn: 1.907421 loss_bbox_aux_dn: 0.802564 loss_giou_aux_dn: 2.384133 loss: 16.562700 eta: 39 days, 10:41:38 batch_cost: 0.8855 data_cost: 0.0008 ips: 9.0345 images/s [07/21 05:27:07] ppdet.engine INFO: Eval iter: 0 [07/21 05:27:28] ppdet.engine INFO: Eval iter: 100 [07/21 05:27:49] ppdet.engine INFO: Eval iter: 200 [07/21 05:28:08] ppdet.engine INFO: Eval iter: 300 [07/21 05:28:28] ppdet.engine INFO: Eval iter: 400 [07/21 05:28:49] ppdet.engine INFO: Eval iter: 500 [07/21 05:29:09] ppdet.engine INFO: Eval iter: 600 [07/21 05:29:29] ppdet.engine INFO: Eval iter: 700 [07/21 05:29:49] ppdet.engine INFO: Eval iter: 800 [07/21 05:30:10] ppdet.engine INFO: Eval iter: 900 [07/21 05:30:30] ppdet.engine INFO: Eval iter: 1000 [07/21 05:30:50] ppdet.engine INFO: Eval iter: 1100 [07/21 05:31:10] ppdet.engine INFO: Eval iter: 1200 [07/21 05:31:30] ppdet.engine INFO: 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Done (t=5.40s) creating index... index created! [07/21 06:07:56] ppdet.metrics.coco_utils INFO: Start evaluate... Loading and preparing results... DONE (t=255.32s) creating index... index created! Running per image evaluation... Evaluate annotation type *bbox* DONE (t=2759.18s). Accumulating evaluation results... DONE (t=733.20s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.292 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.393 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.316 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.127 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.279 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.410 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.262 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.504 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.546 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.308 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.544 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.711 [07/21 07:12:17] ppdet.engine INFO: Total sample number: 80000, average FPS: 37.71910087427019 [07/21 07:12:17] ppdet.engine INFO: Best test bbox ap is 0.292. [07/21 07:12:32] ppdet.engine INFO: Epoch: [3] [ 0/54024] learning_rate: 0.000100 loss_class: 0.703529 loss_bbox: 0.119779 loss_giou: 0.528305 loss_class_aux: 4.334620 loss_bbox_aux: 0.784053 loss_giou_aux: 3.283542 loss_class_dn: 0.360772 loss_bbox_dn: 0.126070 loss_giou_dn: 0.432212 loss_class_aux_dn: 1.949676 loss_bbox_aux_dn: 0.737527 loss_giou_aux_dn: 2.415797 loss: 16.785471 eta: 39 days, 10:40:19 batch_cost: 0.8596 data_cost: 0.0014 ips: 9.3062 images/s [07/21 07:14:35] ppdet.engine INFO: Epoch: [3] [ 100/54024] learning_rate: 0.000100 loss_class: 0.718287 loss_bbox: 0.132277 loss_giou: 0.535245 loss_class_aux: 4.476268 loss_bbox_aux: 0.833490 loss_giou_aux: 3.346483 loss_class_dn: 0.377616 loss_bbox_dn: 0.129538 loss_giou_dn: 0.453793 loss_class_aux_dn: 2.021083 loss_bbox_aux_dn: 0.763298 loss_giou_aux_dn: 2.489016 loss: 16.812691 eta: 39 days, 10:49:06 batch_cost: 1.1834 data_cost: 0.0022 ips: 6.7601 images/s [07/21 07:16:06] ppdet.engine INFO: Epoch: [3] [ 200/54024] learning_rate: 0.000100 loss_class: 0.710381 loss_bbox: 0.121646 loss_giou: 0.518600 loss_class_aux: 4.358721 loss_bbox_aux: 0.785873 loss_giou_aux: 3.212270 loss_class_dn: 0.352933 loss_bbox_dn: 0.130022 loss_giou_dn: 0.441227 loss_class_aux_dn: 1.896407 loss_bbox_aux_dn: 0.766204 loss_giou_aux_dn: 2.431820 loss: 16.033127 eta: 39 days, 10:45:41 batch_cost: 0.8650 data_cost: 0.0010 ips: 9.2485 images/s [07/21 07:17:45] ppdet.engine INFO: Epoch: [3] [ 300/54024] learning_rate: 0.000100 loss_class: 0.728011 loss_bbox: 0.121648 loss_giou: 0.522987 loss_class_aux: 4.566767 loss_bbox_aux: 0.803904 loss_giou_aux: 3.298791 loss_class_dn: 0.362047 loss_bbox_dn: 0.126997 loss_giou_dn: 0.431038 loss_class_aux_dn: 1.962033 loss_bbox_aux_dn: 0.758130 loss_giou_aux_dn: 2.393233 loss: 16.442486 eta: 39 days, 10:45:12 batch_cost: 0.9416 data_cost: 0.0167 ips: 8.4965 images/s [07/21 07:19:18] ppdet.engine INFO: Epoch: [3] [ 400/54024] learning_rate: 0.000100 loss_class: 0.703796 loss_bbox: 0.133800 loss_giou: 0.494956 loss_class_aux: 4.437797 loss_bbox_aux: 0.870872 loss_giou_aux: 3.138638 loss_class_dn: 0.358461 loss_bbox_dn: 0.135642 loss_giou_dn: 0.424118 loss_class_aux_dn: 1.930523 loss_bbox_aux_dn: 0.815204 loss_giou_aux_dn: 2.360753 loss: 15.927990 eta: 39 days, 10:42:25 batch_cost: 0.8812 data_cost: 0.0356 ips: 9.0784 images/s [07/21 07:20:49] ppdet.engine INFO: Epoch: [3] [ 500/54024] learning_rate: 0.000100 loss_class: 0.702312 loss_bbox: 0.125786 loss_giou: 0.536106 loss_class_aux: 4.389198 loss_bbox_aux: 0.829775 loss_giou_aux: 3.327517 loss_class_dn: 0.371791 loss_bbox_dn: 0.134926 loss_giou_dn: 0.448437 loss_class_aux_dn: 1.974155 loss_bbox_aux_dn: 0.798276 loss_giou_aux_dn: 2.469012 loss: 16.721100 eta: 39 days, 10:38:51 batch_cost: 0.8612 data_cost: 0.0010 ips: 9.2893 images/s [07/21 07:22:40] ppdet.engine INFO: Epoch: [3] [ 600/54024] learning_rate: 0.000100 loss_class: 0.686545 loss_bbox: 0.120994 loss_giou: 0.521383 loss_class_aux: 4.277073 loss_bbox_aux: 0.773102 loss_giou_aux: 3.273062 loss_class_dn: 0.348525 loss_bbox_dn: 0.128692 loss_giou_dn: 0.434356 loss_class_aux_dn: 1.882878 loss_bbox_aux_dn: 0.764878 loss_giou_aux_dn: 2.384438 loss: 15.457950 eta: 39 days, 10:43:16 batch_cost: 1.0696 data_cost: 0.0009 ips: 7.4793 images/s [07/21 07:24:27] ppdet.engine INFO: Epoch: [3] [ 700/54024] learning_rate: 0.000100 loss_class: 0.704593 loss_bbox: 0.127867 loss_giou: 0.547135 loss_class_aux: 4.358202 loss_bbox_aux: 0.816065 loss_giou_aux: 3.448423 loss_class_dn: 0.349735 loss_bbox_dn: 0.121112 loss_giou_dn: 0.442486 loss_class_aux_dn: 1.930570 loss_bbox_aux_dn: 0.728872 loss_giou_aux_dn: 2.439232 loss: 15.683263 eta: 39 days, 10:45:38 batch_cost: 1.0164 data_cost: 0.0010 ips: 7.8709 images/s [07/21 07:26:08] ppdet.engine INFO: Epoch: [3] [ 800/54024] learning_rate: 0.000100 loss_class: 0.686258 loss_bbox: 0.122873 loss_giou: 0.494202 loss_class_aux: 4.279929 loss_bbox_aux: 0.779640 loss_giou_aux: 3.128682 loss_class_dn: 0.343009 loss_bbox_dn: 0.121097 loss_giou_dn: 0.430028 loss_class_aux_dn: 1.865590 loss_bbox_aux_dn: 0.717013 loss_giou_aux_dn: 2.376751 loss: 15.472324 eta: 39 days, 10:45:55 batch_cost: 0.9619 data_cost: 0.0358 ips: 8.3168 images/s [07/21 07:27:41] ppdet.engine INFO: Epoch: [3] [ 900/54024] learning_rate: 0.000100 loss_class: 0.711900 loss_bbox: 0.137057 loss_giou: 0.535091 loss_class_aux: 4.462357 loss_bbox_aux: 0.871783 loss_giou_aux: 3.295240 loss_class_dn: 0.366167 loss_bbox_dn: 0.142325 loss_giou_dn: 0.445786 loss_class_aux_dn: 1.956095 loss_bbox_aux_dn: 0.853725 loss_giou_aux_dn: 2.514082 loss: 16.298779 eta: 39 days, 10:43:23 batch_cost: 0.8883 data_cost: 0.0009 ips: 9.0061 images/s [07/21 07:29:24] ppdet.engine INFO: Epoch: [3] [ 1000/54024] learning_rate: 0.000100 loss_class: 0.701864 loss_bbox: 0.128813 loss_giou: 0.573197 loss_class_aux: 4.374240 loss_bbox_aux: 0.843476 loss_giou_aux: 3.557372 loss_class_dn: 0.369538 loss_bbox_dn: 0.132170 loss_giou_dn: 0.472457 loss_class_aux_dn: 1.972124 loss_bbox_aux_dn: 0.800298 loss_giou_aux_dn: 2.612016 loss: 16.482531 eta: 39 days, 10:44:06 batch_cost: 0.9733 data_cost: 0.0653 ips: 8.2193 images/s [07/21 07:31:02] ppdet.engine INFO: Epoch: [3] [ 1100/54024] learning_rate: 0.000100 loss_class: 0.702549 loss_bbox: 0.124718 loss_giou: 0.564170 loss_class_aux: 4.408442 loss_bbox_aux: 0.823345 loss_giou_aux: 3.506734 loss_class_dn: 0.365841 loss_bbox_dn: 0.127353 loss_giou_dn: 0.451809 loss_class_aux_dn: 1.954680 loss_bbox_aux_dn: 0.738627 loss_giou_aux_dn: 2.534349 loss: 16.400622 eta: 39 days, 10:43:08 batch_cost: 0.9294 data_cost: 0.0009 ips: 8.6075 images/s [07/21 07:32:40] ppdet.engine INFO: Epoch: [3] [ 1200/54024] learning_rate: 0.000100 loss_class: 0.776915 loss_bbox: 0.133661 loss_giou: 0.580385 loss_class_aux: 4.792237 loss_bbox_aux: 0.877024 loss_giou_aux: 3.638566 loss_class_dn: 0.385987 loss_bbox_dn: 0.143742 loss_giou_dn: 0.470688 loss_class_aux_dn: 2.072663 loss_bbox_aux_dn: 0.843959 loss_giou_aux_dn: 2.580582 loss: 17.187325 eta: 39 days, 10:42:44 batch_cost: 0.9441 data_cost: 0.0010 ips: 8.4737 images/s [07/21 07:34:13] ppdet.engine INFO: Epoch: [3] [ 1300/54024] learning_rate: 0.000100 loss_class: 0.684969 loss_bbox: 0.123744 loss_giou: 0.552594 loss_class_aux: 4.252849 loss_bbox_aux: 0.817945 loss_giou_aux: 3.431658 loss_class_dn: 0.357223 loss_bbox_dn: 0.123154 loss_giou_dn: 0.441996 loss_class_aux_dn: 1.926544 loss_bbox_aux_dn: 0.728241 loss_giou_aux_dn: 2.457034 loss: 15.773711 eta: 39 days, 10:40:01 batch_cost: 0.8833 data_cost: 0.0150 ips: 9.0573 images/s [07/21 07:35:43] ppdet.engine INFO: Epoch: [3] [ 1400/54024] learning_rate: 0.000100 loss_class: 0.757754 loss_bbox: 0.128854 loss_giou: 0.588837 loss_class_aux: 4.658165 loss_bbox_aux: 0.840741 loss_giou_aux: 3.686932 loss_class_dn: 0.378559 loss_bbox_dn: 0.129251 loss_giou_dn: 0.474111 loss_class_aux_dn: 2.062470 loss_bbox_aux_dn: 0.774119 loss_giou_aux_dn: 2.607837 loss: 17.073537 eta: 39 days, 10:36:03 batch_cost: 0.8501 data_cost: 0.0009 ips: 9.4112 images/s [07/21 07:37:19] ppdet.engine INFO: Epoch: [3] [ 1500/54024] learning_rate: 0.000100 loss_class: 0.689191 loss_bbox: 0.128622 loss_giou: 0.581333 loss_class_aux: 4.340845 loss_bbox_aux: 0.825788 loss_giou_aux: 3.573461 loss_class_dn: 0.367498 loss_bbox_dn: 0.118555 loss_giou_dn: 0.451336 loss_class_aux_dn: 1.977792 loss_bbox_aux_dn: 0.697857 loss_giou_aux_dn: 2.477627 loss: 16.508972 eta: 39 days, 10:34:26 batch_cost: 0.9122 data_cost: 0.0009 ips: 8.7700 images/s [07/21 07:39:03] ppdet.engine INFO: Epoch: [3] [ 1600/54024] learning_rate: 0.000100 loss_class: 0.702752 loss_bbox: 0.129141 loss_giou: 0.534012 loss_class_aux: 4.392359 loss_bbox_aux: 0.816520 loss_giou_aux: 3.358970 loss_class_dn: 0.351840 loss_bbox_dn: 0.137937 loss_giou_dn: 0.449422 loss_class_aux_dn: 1.909528 loss_bbox_aux_dn: 0.806742 loss_giou_aux_dn: 2.484991 loss: 16.133471 eta: 39 days, 10:36:01 batch_cost: 0.9963 data_cost: 0.0488 ips: 8.0297 images/s [07/21 07:40:50] ppdet.engine INFO: Epoch: [3] [ 1700/54024] learning_rate: 0.000100 loss_class: 0.748108 loss_bbox: 0.118704 loss_giou: 0.541149 loss_class_aux: 4.613263 loss_bbox_aux: 0.781400 loss_giou_aux: 3.462783 loss_class_dn: 0.371565 loss_bbox_dn: 0.125757 loss_giou_dn: 0.469991 loss_class_aux_dn: 2.005175 loss_bbox_aux_dn: 0.744975 loss_giou_aux_dn: 2.578805 loss: 16.841969 eta: 39 days, 10:38:55 batch_cost: 1.0311 data_cost: 0.0113 ips: 7.7588 images/s [07/21 07:42:44] ppdet.engine INFO: Epoch: [3] [ 1800/54024] learning_rate: 0.000100 loss_class: 0.697139 loss_bbox: 0.124058 loss_giou: 0.520167 loss_class_aux: 4.381881 loss_bbox_aux: 0.826705 loss_giou_aux: 3.320023 loss_class_dn: 0.376298 loss_bbox_dn: 0.130144 loss_giou_dn: 0.440039 loss_class_aux_dn: 1.997669 loss_bbox_aux_dn: 0.769641 loss_giou_aux_dn: 2.456899 loss: 16.402626 eta: 39 days, 10:44:04 batch_cost: 1.0908 data_cost: 0.0010 ips: 7.3340 images/s [07/21 07:44:24] ppdet.engine INFO: Epoch: [3] [ 1900/54024] learning_rate: 0.000100 loss_class: 0.712449 loss_bbox: 0.119273 loss_giou: 0.509310 loss_class_aux: 4.350332 loss_bbox_aux: 0.783310 loss_giou_aux: 3.222638 loss_class_dn: 0.354594 loss_bbox_dn: 0.127351 loss_giou_dn: 0.436778 loss_class_aux_dn: 1.897500 loss_bbox_aux_dn: 0.755536 loss_giou_aux_dn: 2.418088 loss: 16.001684 eta: 39 days, 10:44:06 batch_cost: 0.9563 data_cost: 0.0010 ips: 8.3658 images/s [07/21 07:45:58] ppdet.engine INFO: Epoch: [3] [ 2000/54024] learning_rate: 0.000100 loss_class: 0.696845 loss_bbox: 0.121989 loss_giou: 0.518868 loss_class_aux: 4.336770 loss_bbox_aux: 0.793389 loss_giou_aux: 3.281415 loss_class_dn: 0.362135 loss_bbox_dn: 0.128339 loss_giou_dn: 0.436460 loss_class_aux_dn: 1.957532 loss_bbox_aux_dn: 0.767210 loss_giou_aux_dn: 2.416087 loss: 16.010810 eta: 39 days, 10:42:01 batch_cost: 0.8998 data_cost: 0.0010 ips: 8.8906 images/s [07/21 07:47:36] ppdet.engine INFO: Epoch: [3] [ 2100/54024] learning_rate: 0.000100 loss_class: 0.725113 loss_bbox: 0.122638 loss_giou: 0.576558 loss_class_aux: 4.553352 loss_bbox_aux: 0.842475 loss_giou_aux: 3.532468 loss_class_dn: 0.374647 loss_bbox_dn: 0.133781 loss_giou_dn: 0.459797 loss_class_aux_dn: 2.018334 loss_bbox_aux_dn: 0.773415 loss_giou_aux_dn: 2.533820 loss: 16.751868 eta: 39 days, 10:40:54 batch_cost: 0.9254 data_cost: 0.0010 ips: 8.6445 images/s [07/21 07:49:11] ppdet.engine INFO: Epoch: [3] [ 2200/54024] learning_rate: 0.000100 loss_class: 0.721420 loss_bbox: 0.122965 loss_giou: 0.532656 loss_class_aux: 4.458884 loss_bbox_aux: 0.799037 loss_giou_aux: 3.336045 loss_class_dn: 0.369355 loss_bbox_dn: 0.128925 loss_giou_dn: 0.432874 loss_class_aux_dn: 1.995831 loss_bbox_aux_dn: 0.766200 loss_giou_aux_dn: 2.406803 loss: 16.507152 eta: 39 days, 10:39:00 batch_cost: 0.9049 data_cost: 0.0012 ips: 8.8405 images/s [07/21 07:50:41] ppdet.engine INFO: Epoch: [3] [ 2300/54024] learning_rate: 0.000100 loss_class: 0.682082 loss_bbox: 0.124724 loss_giou: 0.543550 loss_class_aux: 4.208370 loss_bbox_aux: 0.824930 loss_giou_aux: 3.396786 loss_class_dn: 0.346541 loss_bbox_dn: 0.125039 loss_giou_dn: 0.449443 loss_class_aux_dn: 1.878683 loss_bbox_aux_dn: 0.738953 loss_giou_aux_dn: 2.464226 loss: 16.404213 eta: 39 days, 10:35:07 batch_cost: 0.8522 data_cost: 0.0011 ips: 9.3872 images/s [07/21 07:52:23] ppdet.engine INFO: Epoch: [3] [ 2400/54024] learning_rate: 0.000100 loss_class: 0.708249 loss_bbox: 0.118905 loss_giou: 0.578417 loss_class_aux: 4.335242 loss_bbox_aux: 0.803277 loss_giou_aux: 3.589813 loss_class_dn: 0.377355 loss_bbox_dn: 0.132825 loss_giou_dn: 0.463647 loss_class_aux_dn: 2.028912 loss_bbox_aux_dn: 0.783741 loss_giou_aux_dn: 2.616804 loss: 16.770807 eta: 39 days, 10:36:13 batch_cost: 0.9845 data_cost: 0.0010 ips: 8.1262 images/s [07/21 07:54:00] ppdet.engine INFO: Epoch: [3] [ 2500/54024] learning_rate: 0.000100 loss_class: 0.707637 loss_bbox: 0.129353 loss_giou: 0.504849 loss_class_aux: 4.467894 loss_bbox_aux: 0.812296 loss_giou_aux: 3.184353 loss_class_dn: 0.362469 loss_bbox_dn: 0.126479 loss_giou_dn: 0.415322 loss_class_aux_dn: 1.956026 loss_bbox_aux_dn: 0.757212 loss_giou_aux_dn: 2.320123 loss: 16.484520 eta: 39 days, 10:34:59 batch_cost: 0.9224 data_cost: 0.0016 ips: 8.6727 images/s [07/21 07:55:35] ppdet.engine INFO: Epoch: [3] [ 2600/54024] learning_rate: 0.000100 loss_class: 0.691944 loss_bbox: 0.131075 loss_giou: 0.526547 loss_class_aux: 4.383567 loss_bbox_aux: 0.878248 loss_giou_aux: 3.319393 loss_class_dn: 0.358667 loss_bbox_dn: 0.136790 loss_giou_dn: 0.425177 loss_class_aux_dn: 1.921203 loss_bbox_aux_dn: 0.811793 loss_giou_aux_dn: 2.349708 loss: 15.872774 eta: 39 days, 10:32:59 batch_cost: 0.9019 data_cost: 0.0010 ips: 8.8699 images/s [07/21 07:57:17] ppdet.engine INFO: Epoch: [3] [ 2700/54024] learning_rate: 0.000100 loss_class: 0.754508 loss_bbox: 0.125058 loss_giou: 0.579147 loss_class_aux: 4.675172 loss_bbox_aux: 0.844178 loss_giou_aux: 3.579745 loss_class_dn: 0.385333 loss_bbox_dn: 0.130124 loss_giou_dn: 0.475636 loss_class_aux_dn: 2.034525 loss_bbox_aux_dn: 0.789193 loss_giou_aux_dn: 2.602360 loss: 17.485127 eta: 39 days, 10:33:50 batch_cost: 0.9782 data_cost: 0.0009 ips: 8.1783 images/s [07/21 07:58:47] ppdet.engine INFO: Epoch: [3] [ 2800/54024] learning_rate: 0.000100 loss_class: 0.725492 loss_bbox: 0.135867 loss_giou: 0.567449 loss_class_aux: 4.508481 loss_bbox_aux: 0.846340 loss_giou_aux: 3.486915 loss_class_dn: 0.354436 loss_bbox_dn: 0.140142 loss_giou_dn: 0.444188 loss_class_aux_dn: 1.923603 loss_bbox_aux_dn: 0.814309 loss_giou_aux_dn: 2.447208 loss: 16.224964 eta: 39 days, 10:29:56 batch_cost: 0.8513 data_cost: 0.0010 ips: 9.3971 images/s [07/21 08:00:21] ppdet.engine INFO: Epoch: [3] [ 2900/54024] learning_rate: 0.000100 loss_class: 0.712273 loss_bbox: 0.119757 loss_giou: 0.548440 loss_class_aux: 4.493941 loss_bbox_aux: 0.795309 loss_giou_aux: 3.397290 loss_class_dn: 0.356443 loss_bbox_dn: 0.128732 loss_giou_dn: 0.461582 loss_class_aux_dn: 1.932086 loss_bbox_aux_dn: 0.744859 loss_giou_aux_dn: 2.590829 loss: 16.783525 eta: 39 days, 10:27:46 batch_cost: 0.8979 data_cost: 0.0025 ips: 8.9093 images/s [07/21 08:01:52] ppdet.engine INFO: Epoch: [3] [ 3000/54024] learning_rate: 0.000100 loss_class: 0.701722 loss_bbox: 0.126904 loss_giou: 0.612203 loss_class_aux: 4.360537 loss_bbox_aux: 0.829785 loss_giou_aux: 3.798233 loss_class_dn: 0.377728 loss_bbox_dn: 0.133903 loss_giou_dn: 0.482479 loss_class_aux_dn: 1.994122 loss_bbox_aux_dn: 0.807691 loss_giou_aux_dn: 2.683273 loss: 17.003536 eta: 39 days, 10:24:11 batch_cost: 0.8599 data_cost: 0.0010 ips: 9.3035 images/s [07/21 08:03:22] ppdet.engine INFO: Epoch: [3] [ 3100/54024] learning_rate: 0.000100 loss_class: 0.704953 loss_bbox: 0.125543 loss_giou: 0.549937 loss_class_aux: 4.417806 loss_bbox_aux: 0.813308 loss_giou_aux: 3.432793 loss_class_dn: 0.367209 loss_bbox_dn: 0.126977 loss_giou_dn: 0.453247 loss_class_aux_dn: 1.954869 loss_bbox_aux_dn: 0.759471 loss_giou_aux_dn: 2.501010 loss: 16.164962 eta: 39 days, 10:20:37 batch_cost: 0.8606 data_cost: 0.0010 ips: 9.2961 images/s [07/21 08:04:55] ppdet.engine INFO: Epoch: [3] [ 3200/54024] learning_rate: 0.000100 loss_class: 0.723188 loss_bbox: 0.139569 loss_giou: 0.648443 loss_class_aux: 4.425802 loss_bbox_aux: 0.907578 loss_giou_aux: 3.991288 loss_class_dn: 0.386350 loss_bbox_dn: 0.141429 loss_giou_dn: 0.501103 loss_class_aux_dn: 2.071798 loss_bbox_aux_dn: 0.861733 loss_giou_aux_dn: 2.747770 loss: 18.071037 eta: 39 days, 10:17:31 batch_cost: 0.8727 data_cost: 0.0010 ips: 9.1672 images/s [07/21 08:06:29] ppdet.engine INFO: Epoch: [3] [ 3300/54024] learning_rate: 0.000100 loss_class: 0.723553 loss_bbox: 0.126558 loss_giou: 0.521379 loss_class_aux: 4.531350 loss_bbox_aux: 0.843363 loss_giou_aux: 3.309669 loss_class_dn: 0.367739 loss_bbox_dn: 0.133707 loss_giou_dn: 0.458310 loss_class_aux_dn: 1.969117 loss_bbox_aux_dn: 0.819739 loss_giou_aux_dn: 2.572278 loss: 16.983380 eta: 39 days, 10:15:19 batch_cost: 0.8968 data_cost: 0.0414 ips: 8.9209 images/s [07/21 08:08:00] ppdet.engine INFO: Epoch: [3] [ 3400/54024] learning_rate: 0.000100 loss_class: 0.737984 loss_bbox: 0.128384 loss_giou: 0.564471 loss_class_aux: 4.659724 loss_bbox_aux: 0.841620 loss_giou_aux: 3.565021 loss_class_dn: 0.379767 loss_bbox_dn: 0.136493 loss_giou_dn: 0.463849 loss_class_aux_dn: 2.042618 loss_bbox_aux_dn: 0.806829 loss_giou_aux_dn: 2.582564 loss: 17.289788 eta: 39 days, 10:12:10 batch_cost: 0.8713 data_cost: 0.0359 ips: 9.1821 images/s [07/21 08:09:56] ppdet.engine INFO: Epoch: [3] [ 3500/54024] learning_rate: 0.000100 loss_class: 0.734704 loss_bbox: 0.130938 loss_giou: 0.527955 loss_class_aux: 4.552620 loss_bbox_aux: 0.855407 loss_giou_aux: 3.269181 loss_class_dn: 0.371852 loss_bbox_dn: 0.138675 loss_giou_dn: 0.440386 loss_class_aux_dn: 2.014991 loss_bbox_aux_dn: 0.815031 loss_giou_aux_dn: 2.488767 loss: 16.706086 eta: 39 days, 10:17:50 batch_cost: 1.1064 data_cost: 0.0216 ips: 7.2309 images/s [07/21 08:11:39] ppdet.engine INFO: Epoch: [3] [ 3600/54024] learning_rate: 0.000100 loss_class: 0.715664 loss_bbox: 0.120915 loss_giou: 0.526909 loss_class_aux: 4.507809 loss_bbox_aux: 0.781485 loss_giou_aux: 3.326005 loss_class_dn: 0.361830 loss_bbox_dn: 0.133801 loss_giou_dn: 0.427796 loss_class_aux_dn: 1.953302 loss_bbox_aux_dn: 0.788540 loss_giou_aux_dn: 2.404552 loss: 16.281601 eta: 39 days, 10:19:05 batch_cost: 0.9891 data_cost: 0.0988 ips: 8.0882 images/s [07/21 08:13:34] ppdet.engine INFO: Epoch: [3] [ 3700/54024] learning_rate: 0.000100 loss_class: 0.761680 loss_bbox: 0.137121 loss_giou: 0.587438 loss_class_aux: 4.736465 loss_bbox_aux: 0.876708 loss_giou_aux: 3.611259 loss_class_dn: 0.378698 loss_bbox_dn: 0.131581 loss_giou_dn: 0.470624 loss_class_aux_dn: 2.043652 loss_bbox_aux_dn: 0.769254 loss_giou_aux_dn: 2.601886 loss: 17.046123 eta: 39 days, 10:24:38 batch_cost: 1.1034 data_cost: 0.0010 ips: 7.2505 images/s [07/21 08:15:04] ppdet.engine INFO: Epoch: [3] [ 3800/54024] learning_rate: 0.000100 loss_class: 0.700333 loss_bbox: 0.118812 loss_giou: 0.513867 loss_class_aux: 4.381243 loss_bbox_aux: 0.773323 loss_giou_aux: 3.227530 loss_class_dn: 0.363441 loss_bbox_dn: 0.128123 loss_giou_dn: 0.439465 loss_class_aux_dn: 1.969693 loss_bbox_aux_dn: 0.766664 loss_giou_aux_dn: 2.449891 loss: 16.001017 eta: 39 days, 10:20:55 batch_cost: 0.8565 data_cost: 0.0108 ips: 9.3398 images/s [07/21 08:16:36] ppdet.engine INFO: Epoch: [3] [ 3900/54024] learning_rate: 0.000100 loss_class: 0.740087 loss_bbox: 0.126677 loss_giou: 0.541350 loss_class_aux: 4.579694 loss_bbox_aux: 0.843860 loss_giou_aux: 3.408665 loss_class_dn: 0.377079 loss_bbox_dn: 0.131409 loss_giou_dn: 0.459504 loss_class_aux_dn: 2.029505 loss_bbox_aux_dn: 0.799781 loss_giou_aux_dn: 2.520369 loss: 16.312793 eta: 39 days, 10:17:44 batch_cost: 0.8703 data_cost: 0.0010 ips: 9.1923 images/s [07/21 08:18:05] ppdet.engine INFO: Epoch: [3] [ 4000/54024] learning_rate: 0.000100 loss_class: 0.700649 loss_bbox: 0.124195 loss_giou: 0.524694 loss_class_aux: 4.303372 loss_bbox_aux: 0.825315 loss_giou_aux: 3.241829 loss_class_dn: 0.360897 loss_bbox_dn: 0.124367 loss_giou_dn: 0.431919 loss_class_aux_dn: 1.930180 loss_bbox_aux_dn: 0.728002 loss_giou_aux_dn: 2.372870 loss: 16.347614 eta: 39 days, 10:13:30 batch_cost: 0.8427 data_cost: 0.0131 ips: 9.4932 images/s [07/21 08:19:30] ppdet.engine INFO: Epoch: [3] [ 4100/54024] learning_rate: 0.000100 loss_class: 0.744838 loss_bbox: 0.130502 loss_giou: 0.595610 loss_class_aux: 4.577885 loss_bbox_aux: 0.855943 loss_giou_aux: 3.685392 loss_class_dn: 0.387023 loss_bbox_dn: 0.127203 loss_giou_dn: 0.480490 loss_class_aux_dn: 2.067880 loss_bbox_aux_dn: 0.757425 loss_giou_aux_dn: 2.678488 loss: 17.237069 eta: 39 days, 10:08:06 batch_cost: 0.8110 data_cost: 0.0009 ips: 9.8645 images/s [07/21 08:21:24] ppdet.engine INFO: Epoch: [3] [ 4200/54024] learning_rate: 0.000100 loss_class: 0.736548 loss_bbox: 0.130309 loss_giou: 0.536970 loss_class_aux: 4.610648 loss_bbox_aux: 0.848406 loss_giou_aux: 3.381977 loss_class_dn: 0.374889 loss_bbox_dn: 0.142172 loss_giou_dn: 0.444251 loss_class_aux_dn: 1.996837 loss_bbox_aux_dn: 0.853922 loss_giou_aux_dn: 2.488535 loss: 16.452513 eta: 39 days, 10:13:17 batch_cost: 1.0942 data_cost: 0.0297 ips: 7.3113 images/s [07/21 08:22:52] ppdet.engine INFO: Epoch: [3] [ 4300/54024] learning_rate: 0.000100 loss_class: 0.731849 loss_bbox: 0.120664 loss_giou: 0.547803 loss_class_aux: 4.576734 loss_bbox_aux: 0.798283 loss_giou_aux: 3.434357 loss_class_dn: 0.374621 loss_bbox_dn: 0.128880 loss_giou_dn: 0.466028 loss_class_aux_dn: 2.008213 loss_bbox_aux_dn: 0.762388 loss_giou_aux_dn: 2.598093 loss: 17.127246 eta: 39 days, 10:08:41 batch_cost: 0.8326 data_cost: 0.0010 ips: 9.6088 images/s [07/21 08:24:27] ppdet.engine INFO: Epoch: [3] [ 4400/54024] learning_rate: 0.000100 loss_class: 0.712250 loss_bbox: 0.132850 loss_giou: 0.567778 loss_class_aux: 4.420948 loss_bbox_aux: 0.874171 loss_giou_aux: 3.623778 loss_class_dn: 0.368520 loss_bbox_dn: 0.131061 loss_giou_dn: 0.479016 loss_class_aux_dn: 2.013702 loss_bbox_aux_dn: 0.781911 loss_giou_aux_dn: 2.666572 loss: 16.852077 eta: 39 days, 10:06:35 batch_cost: 0.8995 data_cost: 0.0009 ips: 8.8936 images/s [07/21 08:25:54] ppdet.engine INFO: Epoch: [3] [ 4500/54024] learning_rate: 0.000100 loss_class: 0.745758 loss_bbox: 0.136658 loss_giou: 0.638553 loss_class_aux: 4.606074 loss_bbox_aux: 0.856101 loss_giou_aux: 3.965917 loss_class_dn: 0.386527 loss_bbox_dn: 0.134075 loss_giou_dn: 0.510529 loss_class_aux_dn: 2.060713 loss_bbox_aux_dn: 0.793576 loss_giou_aux_dn: 2.856686 loss: 17.446676 eta: 39 days, 10:01:44 batch_cost: 0.8253 data_cost: 0.0016 ips: 9.6929 images/s [07/21 08:27:34] ppdet.engine INFO: Epoch: [3] [ 4600/54024] learning_rate: 0.000100 loss_class: 0.683838 loss_bbox: 0.122304 loss_giou: 0.471223 loss_class_aux: 4.267665 loss_bbox_aux: 0.790233 loss_giou_aux: 2.962326 loss_class_dn: 0.344068 loss_bbox_dn: 0.127209 loss_giou_dn: 0.392903 loss_class_aux_dn: 1.843337 loss_bbox_aux_dn: 0.755284 loss_giou_aux_dn: 2.223957 loss: 15.238543 eta: 39 days, 10:01:37 batch_cost: 0.9523 data_cost: 0.0009 ips: 8.4005 images/s [07/21 08:29:10] ppdet.engine INFO: Epoch: [3] [ 4700/54024] learning_rate: 0.000100 loss_class: 0.696593 loss_bbox: 0.127020 loss_giou: 0.580599 loss_class_aux: 4.350597 loss_bbox_aux: 0.843671 loss_giou_aux: 3.664769 loss_class_dn: 0.371722 loss_bbox_dn: 0.136649 loss_giou_dn: 0.458185 loss_class_aux_dn: 1.973459 loss_bbox_aux_dn: 0.797939 loss_giou_aux_dn: 2.570739 loss: 17.608447 eta: 39 days, 9:59:44 batch_cost: 0.9053 data_cost: 0.0009 ips: 8.8365 images/s [07/21 08:30:58] ppdet.engine INFO: Epoch: [3] [ 4800/54024] learning_rate: 0.000100 loss_class: 0.740928 loss_bbox: 0.124877 loss_giou: 0.506442 loss_class_aux: 4.651840 loss_bbox_aux: 0.811555 loss_giou_aux: 3.198279 loss_class_dn: 0.355643 loss_bbox_dn: 0.128730 loss_giou_dn: 0.428667 loss_class_aux_dn: 1.901698 loss_bbox_aux_dn: 0.778045 loss_giou_aux_dn: 2.364219 loss: 15.800544 eta: 39 days, 10:02:39 batch_cost: 1.0342 data_cost: 0.0852 ips: 7.7353 images/s [07/21 08:32:50] ppdet.engine INFO: Epoch: [3] [ 4900/54024] learning_rate: 0.000100 loss_class: 0.728744 loss_bbox: 0.121141 loss_giou: 0.545084 loss_class_aux: 4.573297 loss_bbox_aux: 0.815561 loss_giou_aux: 3.418904 loss_class_dn: 0.373673 loss_bbox_dn: 0.132882 loss_giou_dn: 0.458252 loss_class_aux_dn: 2.000209 loss_bbox_aux_dn: 0.803794 loss_giou_aux_dn: 2.583995 loss: 16.593008 eta: 39 days, 10:06:49 batch_cost: 1.0682 data_cost: 0.1067 ips: 7.4894 images/s [07/21 08:34:28] ppdet.engine INFO: Epoch: [3] [ 5000/54024] learning_rate: 0.000100 loss_class: 0.685229 loss_bbox: 0.122833 loss_giou: 0.539407 loss_class_aux: 4.253025 loss_bbox_aux: 0.796557 loss_giou_aux: 3.428164 loss_class_dn: 0.356054 loss_bbox_dn: 0.121382 loss_giou_dn: 0.431411 loss_class_aux_dn: 1.932674 loss_bbox_aux_dn: 0.718929 loss_giou_aux_dn: 2.410335 loss: 16.034410 eta: 39 days, 10:06:05 batch_cost: 0.9362 data_cost: 0.0009 ips: 8.5453 images/s [07/21 08:36:15] ppdet.engine INFO: Epoch: [3] [ 5100/54024] learning_rate: 0.000100 loss_class: 0.734715 loss_bbox: 0.128635 loss_giou: 0.560351 loss_class_aux: 4.595477 loss_bbox_aux: 0.826923 loss_giou_aux: 3.503739 loss_class_dn: 0.379252 loss_bbox_dn: 0.125684 loss_giou_dn: 0.470894 loss_class_aux_dn: 2.013835 loss_bbox_aux_dn: 0.773663 loss_giou_aux_dn: 2.613737 loss: 16.783394 eta: 39 days, 10:08:17 batch_cost: 1.0150 data_cost: 0.0009 ips: 7.8814 images/s [07/21 08:37:44] ppdet.engine INFO: Epoch: [3] [ 5200/54024] learning_rate: 0.000100 loss_class: 0.718353 loss_bbox: 0.128904 loss_giou: 0.535160 loss_class_aux: 4.484285 loss_bbox_aux: 0.832903 loss_giou_aux: 3.342649 loss_class_dn: 0.365265 loss_bbox_dn: 0.133169 loss_giou_dn: 0.445456 loss_class_aux_dn: 1.954341 loss_bbox_aux_dn: 0.782123 loss_giou_aux_dn: 2.442981 loss: 16.520762 eta: 39 days, 10:04:07 batch_cost: 0.8441 data_cost: 0.0009 ips: 9.4779 images/s [07/21 08:39:15] ppdet.engine INFO: Epoch: [3] [ 5300/54024] learning_rate: 0.000100 loss_class: 0.750969 loss_bbox: 0.122536 loss_giou: 0.573845 loss_class_aux: 4.644956 loss_bbox_aux: 0.802920 loss_giou_aux: 3.640177 loss_class_dn: 0.384876 loss_bbox_dn: 0.120828 loss_giou_dn: 0.487887 loss_class_aux_dn: 2.054145 loss_bbox_aux_dn: 0.719462 loss_giou_aux_dn: 2.741670 loss: 17.410931 eta: 39 days, 10:00:53 batch_cost: 0.8686 data_cost: 0.0009 ips: 9.2107 images/s [07/21 08:40:49] ppdet.engine INFO: Epoch: [3] [ 5400/54024] learning_rate: 0.000100 loss_class: 0.714920 loss_bbox: 0.127513 loss_giou: 0.554069 loss_class_aux: 4.490325 loss_bbox_aux: 0.824579 loss_giou_aux: 3.532159 loss_class_dn: 0.359692 loss_bbox_dn: 0.132160 loss_giou_dn: 0.449808 loss_class_aux_dn: 1.951537 loss_bbox_aux_dn: 0.775645 loss_giou_aux_dn: 2.504087 loss: 15.912265 eta: 39 days, 9:58:37 batch_cost: 0.8948 data_cost: 0.0336 ips: 8.9404 images/s [07/21 08:42:32] ppdet.engine INFO: Epoch: [3] [ 5500/54024] learning_rate: 0.000100 loss_class: 0.725751 loss_bbox: 0.128520 loss_giou: 0.557541 loss_class_aux: 4.469372 loss_bbox_aux: 0.832811 loss_giou_aux: 3.457487 loss_class_dn: 0.373300 loss_bbox_dn: 0.141174 loss_giou_dn: 0.462161 loss_class_aux_dn: 2.021420 loss_bbox_aux_dn: 0.817936 loss_giou_aux_dn: 2.548638 loss: 16.795886 eta: 39 days, 9:59:43 batch_cost: 0.9860 data_cost: 0.0247 ips: 8.1137 images/s [07/21 08:44:04] ppdet.engine INFO: Epoch: [3] [ 5600/54024] learning_rate: 0.000100 loss_class: 0.693969 loss_bbox: 0.126434 loss_giou: 0.528183 loss_class_aux: 4.339087 loss_bbox_aux: 0.818700 loss_giou_aux: 3.273828 loss_class_dn: 0.371306 loss_bbox_dn: 0.124476 loss_giou_dn: 0.438968 loss_class_aux_dn: 2.007424 loss_bbox_aux_dn: 0.733893 loss_giou_aux_dn: 2.460978 loss: 16.319805 eta: 39 days, 9:56:17 batch_cost: 0.8634 data_cost: 0.0009 ips: 9.2656 images/s [07/21 08:45:35] ppdet.engine INFO: Epoch: [3] [ 5700/54024] learning_rate: 0.000100 loss_class: 0.713343 loss_bbox: 0.121858 loss_giou: 0.539444 loss_class_aux: 4.451362 loss_bbox_aux: 0.830116 loss_giou_aux: 3.337566 loss_class_dn: 0.350431 loss_bbox_dn: 0.133014 loss_giou_dn: 0.453082 loss_class_aux_dn: 1.881113 loss_bbox_aux_dn: 0.797447 loss_giou_aux_dn: 2.495234 loss: 16.156478 eta: 39 days, 9:52:45 batch_cost: 0.8606 data_cost: 0.0009 ips: 9.2953 images/s [07/21 08:47:12] ppdet.engine INFO: Epoch: [3] [ 5800/54024] learning_rate: 0.000100 loss_class: 0.706194 loss_bbox: 0.121861 loss_giou: 0.517074 loss_class_aux: 4.440761 loss_bbox_aux: 0.807482 loss_giou_aux: 3.249443 loss_class_dn: 0.362398 loss_bbox_dn: 0.137906 loss_giou_dn: 0.439731 loss_class_aux_dn: 1.920884 loss_bbox_aux_dn: 0.818396 loss_giou_aux_dn: 2.456619 loss: 16.239045 eta: 39 days, 9:51:44 batch_cost: 0.9284 data_cost: 0.0024 ips: 8.6174 images/s [07/21 08:48:45] ppdet.engine INFO: Epoch: [3] [ 5900/54024] learning_rate: 0.000100 loss_class: 0.700667 loss_bbox: 0.127759 loss_giou: 0.536522 loss_class_aux: 4.332130 loss_bbox_aux: 0.859099 loss_giou_aux: 3.405121 loss_class_dn: 0.348085 loss_bbox_dn: 0.132674 loss_giou_dn: 0.453564 loss_class_aux_dn: 1.889109 loss_bbox_aux_dn: 0.782382 loss_giou_aux_dn: 2.502007 loss: 16.234439 eta: 39 days, 9:48:45 batch_cost: 0.8756 data_cost: 0.0009 ips: 9.1371 images/s [07/21 08:50:16] ppdet.engine INFO: Epoch: [3] [ 6000/54024] learning_rate: 0.000100 loss_class: 0.706865 loss_bbox: 0.123709 loss_giou: 0.522669 loss_class_aux: 4.473907 loss_bbox_aux: 0.839721 loss_giou_aux: 3.278243 loss_class_dn: 0.363102 loss_bbox_dn: 0.124184 loss_giou_dn: 0.431140 loss_class_aux_dn: 1.945732 loss_bbox_aux_dn: 0.726943 loss_giou_aux_dn: 2.429770 loss: 16.050726 eta: 39 days, 9:45:20 batch_cost: 0.8635 data_cost: 0.0009 ips: 9.2643 images/s [07/21 08:51:51] ppdet.engine INFO: Epoch: [3] [ 6100/54024] learning_rate: 0.000100 loss_class: 0.725165 loss_bbox: 0.132558 loss_giou: 0.516943 loss_class_aux: 4.512556 loss_bbox_aux: 0.858875 loss_giou_aux: 3.268874 loss_class_dn: 0.362142 loss_bbox_dn: 0.129915 loss_giou_dn: 0.437785 loss_class_aux_dn: 1.976224 loss_bbox_aux_dn: 0.801557 loss_giou_aux_dn: 2.438343 loss: 16.735765 eta: 39 days, 9:43:35 batch_cost: 0.9089 data_cost: 0.0009 ips: 8.8017 images/s [07/21 08:53:33] ppdet.engine INFO: Epoch: [3] [ 6200/54024] learning_rate: 0.000100 loss_class: 0.737058 loss_bbox: 0.131061 loss_giou: 0.516308 loss_class_aux: 4.524075 loss_bbox_aux: 0.840684 loss_giou_aux: 3.208620 loss_class_dn: 0.346477 loss_bbox_dn: 0.130458 loss_giou_dn: 0.446594 loss_class_aux_dn: 1.885631 loss_bbox_aux_dn: 0.765099 loss_giou_aux_dn: 2.466509 loss: 16.139164 eta: 39 days, 9:43:56 batch_cost: 0.9658 data_cost: 0.0009 ips: 8.2833 images/s [07/21 08:55:03] ppdet.engine INFO: Epoch: [3] [ 6300/54024] learning_rate: 0.000100 loss_class: 0.704112 loss_bbox: 0.126196 loss_giou: 0.532061 loss_class_aux: 4.430688 loss_bbox_aux: 0.849081 loss_giou_aux: 3.351816 loss_class_dn: 0.359488 loss_bbox_dn: 0.140529 loss_giou_dn: 0.433413 loss_class_aux_dn: 1.950988 loss_bbox_aux_dn: 0.836234 loss_giou_aux_dn: 2.402935 loss: 16.470761 eta: 39 days, 9:40:11 batch_cost: 0.8542 data_cost: 0.0151 ips: 9.3658 images/s [07/21 08:56:52] ppdet.engine INFO: Epoch: [3] [ 6400/54024] learning_rate: 0.000100 loss_class: 0.740059 loss_bbox: 0.132802 loss_giou: 0.531372 loss_class_aux: 4.620401 loss_bbox_aux: 0.871029 loss_giou_aux: 3.327974 loss_class_dn: 0.371159 loss_bbox_dn: 0.135115 loss_giou_dn: 0.426948 loss_class_aux_dn: 2.012194 loss_bbox_aux_dn: 0.807082 loss_giou_aux_dn: 2.410769 loss: 16.224480 eta: 39 days, 9:43:08 batch_cost: 1.0366 data_cost: 0.0009 ips: 7.7179 images/s [07/21 08:58:24] ppdet.engine INFO: Epoch: [3] [ 6500/54024] learning_rate: 0.000100 loss_class: 0.723880 loss_bbox: 0.123616 loss_giou: 0.555040 loss_class_aux: 4.471613 loss_bbox_aux: 0.835588 loss_giou_aux: 3.504942 loss_class_dn: 0.375286 loss_bbox_dn: 0.131351 loss_giou_dn: 0.480601 loss_class_aux_dn: 2.044427 loss_bbox_aux_dn: 0.796463 loss_giou_aux_dn: 2.610051 loss: 16.841582 eta: 39 days, 9:40:28 batch_cost: 0.8837 data_cost: 0.0009 ips: 9.0529 images/s [07/21 09:00:14] ppdet.engine INFO: Epoch: [3] [ 6600/54024] learning_rate: 0.000100 loss_class: 0.713083 loss_bbox: 0.109458 loss_giou: 0.502153 loss_class_aux: 4.421693 loss_bbox_aux: 0.762408 loss_giou_aux: 3.189801 loss_class_dn: 0.360205 loss_bbox_dn: 0.124986 loss_giou_dn: 0.433131 loss_class_aux_dn: 1.921823 loss_bbox_aux_dn: 0.761490 loss_giou_aux_dn: 2.388416 loss: 15.980234 eta: 39 days, 9:43:53 batch_cost: 1.0493 data_cost: 0.0016 ips: 7.6241 images/s [07/21 09:01:43] ppdet.engine INFO: Epoch: [3] [ 6700/54024] learning_rate: 0.000100 loss_class: 0.675450 loss_bbox: 0.131743 loss_giou: 0.496926 loss_class_aux: 4.240027 loss_bbox_aux: 0.860121 loss_giou_aux: 3.111967 loss_class_dn: 0.348331 loss_bbox_dn: 0.133683 loss_giou_dn: 0.413150 loss_class_aux_dn: 1.858737 loss_bbox_aux_dn: 0.811202 loss_giou_aux_dn: 2.306836 loss: 15.927589 eta: 39 days, 9:39:45 batch_cost: 0.8441 data_cost: 0.0009 ips: 9.4772 images/s [07/21 09:03:14] ppdet.engine INFO: Epoch: [3] [ 6800/54024] learning_rate: 0.000100 loss_class: 0.669214 loss_bbox: 0.117509 loss_giou: 0.528608 loss_class_aux: 4.146156 loss_bbox_aux: 0.774924 loss_giou_aux: 3.286735 loss_class_dn: 0.338863 loss_bbox_dn: 0.119322 loss_giou_dn: 0.423247 loss_class_aux_dn: 1.826098 loss_bbox_aux_dn: 0.703648 loss_giou_aux_dn: 2.317178 loss: 15.562172 eta: 39 days, 9:36:11 batch_cost: 0.8592 data_cost: 0.0080 ips: 9.3106 images/s [07/21 09:05:00] ppdet.engine INFO: Epoch: [3] [ 6900/54024] learning_rate: 0.000100 loss_class: 0.710147 loss_bbox: 0.119892 loss_giou: 0.557258 loss_class_aux: 4.405800 loss_bbox_aux: 0.769980 loss_giou_aux: 3.495521 loss_class_dn: 0.356893 loss_bbox_dn: 0.126023 loss_giou_dn: 0.460543 loss_class_aux_dn: 1.922812 loss_bbox_aux_dn: 0.759318 loss_giou_aux_dn: 2.526874 loss: 16.523608 eta: 39 days, 9:38:03 batch_cost: 1.0074 data_cost: 0.0018 ips: 7.9416 images/s [07/21 09:06:33] ppdet.engine INFO: Epoch: [3] [ 7000/54024] learning_rate: 0.000100 loss_class: 0.759097 loss_bbox: 0.132272 loss_giou: 0.615793 loss_class_aux: 4.836242 loss_bbox_aux: 0.861545 loss_giou_aux: 3.848589 loss_class_dn: 0.406143 loss_bbox_dn: 0.132764 loss_giou_dn: 0.511283 loss_class_aux_dn: 2.167020 loss_bbox_aux_dn: 0.768192 loss_giou_aux_dn: 2.819368 loss: 18.410582 eta: 39 days, 9:35:31 batch_cost: 0.8872 data_cost: 0.0011 ips: 9.0172 images/s [07/21 09:08:09] ppdet.engine INFO: Epoch: [3] [ 7100/54024] learning_rate: 0.000100 loss_class: 0.713703 loss_bbox: 0.125710 loss_giou: 0.506963 loss_class_aux: 4.495328 loss_bbox_aux: 0.801054 loss_giou_aux: 3.219944 loss_class_dn: 0.356128 loss_bbox_dn: 0.124375 loss_giou_dn: 0.426565 loss_class_aux_dn: 1.884391 loss_bbox_aux_dn: 0.727647 loss_giou_aux_dn: 2.416419 loss: 15.633761 eta: 39 days, 9:33:43 batch_cost: 0.9075 data_cost: 0.0010 ips: 8.8159 images/s [07/21 09:09:42] ppdet.engine INFO: Epoch: [3] [ 7200/54024] learning_rate: 0.000100 loss_class: 0.693707 loss_bbox: 0.127945 loss_giou: 0.578238 loss_class_aux: 4.316288 loss_bbox_aux: 0.832897 loss_giou_aux: 3.578105 loss_class_dn: 0.364700 loss_bbox_dn: 0.127404 loss_giou_dn: 0.457918 loss_class_aux_dn: 1.964111 loss_bbox_aux_dn: 0.754679 loss_giou_aux_dn: 2.550662 loss: 17.056890 eta: 39 days, 9:31:05 batch_cost: 0.8850 data_cost: 0.0139 ips: 9.0396 images/s [07/21 09:11:32] ppdet.engine INFO: Epoch: [3] [ 7300/54024] learning_rate: 0.000100 loss_class: 0.726971 loss_bbox: 0.126793 loss_giou: 0.523841 loss_class_aux: 4.611118 loss_bbox_aux: 0.839321 loss_giou_aux: 3.292566 loss_class_dn: 0.351186 loss_bbox_dn: 0.134501 loss_giou_dn: 0.442982 loss_class_aux_dn: 1.912801 loss_bbox_aux_dn: 0.798018 loss_giou_aux_dn: 2.435455 loss: 16.268747 eta: 39 days, 9:34:39 batch_cost: 1.0540 data_cost: 0.0009 ips: 7.5903 images/s [07/21 09:13:07] ppdet.engine INFO: Epoch: [3] [ 7400/54024] learning_rate: 0.000100 loss_class: 0.700176 loss_bbox: 0.124911 loss_giou: 0.589849 loss_class_aux: 4.398961 loss_bbox_aux: 0.830781 loss_giou_aux: 3.726769 loss_class_dn: 0.371989 loss_bbox_dn: 0.128206 loss_giou_dn: 0.476740 loss_class_aux_dn: 1.988453 loss_bbox_aux_dn: 0.771696 loss_giou_aux_dn: 2.623777 loss: 16.883324 eta: 39 days, 9:32:18 batch_cost: 0.8922 data_cost: 0.0036 ips: 8.9664 images/s ERROR: Unexpected segmentation fault encountered in DataLoader workers. Exception in thread Thread-7: Traceback (most recent call last): File "/paddle/anaconda3/lib/python3.8/site-packages/paddle/fluid/dataloader/dataloader_iter.py", line 623, in _get_data Traceback (most recent call last): File "tools/train.py", line 183, in data = self._data_queue.get(timeout=self._timeout) File "/paddle/anaconda3/lib/python3.8/multiprocessing/queues.py", line 108, in get main() File "tools/train.py", line 179, in main raise Empty _queue.Empty During handling of the above exception, another exception occurred: Traceback (most recent call last): File "/paddle/anaconda3/lib/python3.8/threading.py", line 932, in _bootstrap_inner run(FLAGS, cfg) File "tools/train.py", line 135, in run trainer.train(FLAGS.eval) File "/paddle/workspace/RT-DETR/rtdetr_paddle/ppdet/engine/trainer.py", line 319, in train self.run() File "/paddle/anaconda3/lib/python3.8/threading.py", line 870, in run self._target(*self._args, **self._kwargs) for step_id, data in enumerate(self.loader): File "/paddle/anaconda3/lib/python3.8/site-packages/paddle/fluid/dataloader/dataloader_iter.py", line 536, in _thread_loop File "/paddle/workspace/RT-DETR/rtdetr_paddle/ppdet/data/reader.py", line 214, in __next__ batch = self._get_data() File "/paddle/anaconda3/lib/python3.8/site-packages/paddle/fluid/dataloader/dataloader_iter.py", line 638, in _get_data return next(self.loader) File "/paddle/anaconda3/lib/python3.8/site-packages/paddle/fluid/dataloader/dataloader_iter.py", line 745, in __next__ raise RuntimeError("DataLoader {} workers exit unexpectedly, " \ RuntimeError: DataLoader 1 workers exit unexpectedly, pids: 43668 self._reader.read_next_list()[0]) SystemError: (Fatal) Blocking queue is killed because the data reader raises an exception. [Hint: Expected killed_ != true, but received killed_:1 == true:1.] (at /paddle/paddle/fluid/operators/reader/blocking_queue.h:175) I0721 09:15:28.606153 5402 tcp_store.cc:257] receive shutdown event and so quit from MasterDaemon run loop grep: warning: GREP_OPTIONS is deprecated; please use an alias or script I0721 09:33:33.032497 46599 tcp_utils.cc:181] The server starts to listen on IP_ANY:55519 I0721 09:33:33.032697 46599 tcp_utils.cc:130] Successfully connected to 10.21.226.186:55519 W0721 09:33:42.298352 46599 gpu_resources.cc:61] Please NOTE: device: 4, GPU Compute Capability: 7.0, Driver API Version: 12.0, Runtime API Version: 11.7 W0721 09:33:42.326424 46599 gpu_resources.cc:91] device: 4, cuDNN Version: 8.4. loading annotations into memory... Done (t=185.08s) creating index... index created! [07/21 09:37:19] ppdet.data.source.coco WARNING: Found an invalid bbox in annotations: im_id: 91534, area: 0.0 x1: 433.56384276160003, y1: 420.4645385728, x2: 439.66027832960003, y2: 420.4645385728. [07/21 09:37:26] ppdet.data.source.coco WARNING: Found an invalid bbox in annotations: im_id: 145983, area: 0.0 x1: 211.64685056, y1: 203.173278816, x2: 211.64685056, y2: 204.356811504. [07/21 09:37:41] ppdet.data.source.coco WARNING: Illegal image file: /paddle/workspace/dataset/obj365/train/patch6/objects365_v1_00320532.jpg, and it will be ignored [07/21 09:37:41] ppdet.data.source.coco WARNING: Illegal image file: /paddle/workspace/dataset/obj365/train/patch6/objects365_v1_00320534.jpg, and it will be ignored [07/21 09:37:42] ppdet.data.source.coco WARNING: Found an invalid bbox in annotations: im_id: 335604, area: 0.0 x1: 132.0651185036, y1: 490.995319296, x2: 136.152460152, y2: 490.995319296. [07/21 09:37:50] ppdet.data.source.coco WARNING: Found an invalid bbox in annotations: im_id: 403860, area: 0.0 x1: 379.8057250816, y1: 464.8757324436, x2: 379.8057250816, y2: 464.8757324436. [07/21 09:38:01] ppdet.data.source.coco WARNING: Found an invalid bbox in annotations: im_id: 521927, area: 0.0 x1: 55.575744628100004, y1: 270.0220947456, x2: 58.9324340495, y2: 270.0220947456. [07/21 09:38:03] ppdet.data.source.coco WARNING: Found an invalid bbox in annotations: im_id: 533112, area: 0.0 x1: 652.6395257820001, y1: 150.0715779584, x2: 652.6395257820001, y2: 152.5980086272. [07/21 09:38:03] ppdet.data.source.coco WARNING: Found an invalid bbox in annotations: im_id: 535871, area: 0.0 x1: 444.405273457, y1: 427.4860839936, x2: 444.405273457, y2: 431.7103271424. [07/21 09:38:03] ppdet.data.source.coco WARNING: Found an invalid bbox in annotations: im_id: 536966, area: 0.0 x1: 554.6245116984, y1: 299.9646606336, x2: 554.6245116984, y2: 315.069702144. [07/21 09:38:05] ppdet.data.source.coco WARNING: Found an invalid bbox in annotations: im_id: 547644, area: 0.0 x1: 432.0398170408, y1: 374.5224859648, x2: 432.0398170408, y2: 378.7821602816. [07/21 09:38:05] ppdet.data.source.coco WARNING: Found an invalid bbox in annotations: im_id: 548210, area: 0.0 x1: 193.9760131584, y1: 273.4229126144, x2: 193.9760131584, y2: 274.5556640768. [07/21 09:38:06] ppdet.data.source.coco WARNING: Found an invalid bbox in annotations: im_id: 555363, area: 0.0 x1: 337.9105372966, y1: 345.2622006784, x2: 337.9105372966, y2: 349.4704679424. [07/21 09:38:07] ppdet.data.source.coco WARNING: Found an invalid bbox in annotations: im_id: 560944, area: 0.0 x1: 281.2375488, y1: 306.20666505599996, x2: 282.417053248, y2: 306.20666505599996. [07/21 09:38:08] ppdet.data.source.coco WARNING: Found an invalid bbox in annotations: im_id: 574787, area: 0.0 x1: 633.690185536, y1: 370.5393676572, x2: 635.97998048, y2: 370.5393676572. [07/21 09:38:09] ppdet.data.source.coco WARNING: Found an invalid bbox in annotations: im_id: 580684, area: 0.0 x1: 92.80249024999999, y1: 246.2189331, x2: 92.80249024999999, y2: 252.5336914125. [07/21 09:38:12] ppdet.data.source.coco WARNING: Found an invalid bbox in annotations: im_id: 608537, area: 0.0 x1: 269.571228032, y1: 248.73785399999997, x2: 270.651184064, y2: 248.73785399999997. [07/21 09:38:27] ppdet.data.source.coco WARNING: Illegal image file: /paddle/workspace/dataset/obj365/train/patch16/objects365_v2_00908726.jpg, and it will be ignored [07/21 09:38:29] ppdet.data.source.coco WARNING: Found an invalid bbox in annotations: im_id: 929933, area: 0.0 x1: 498.22937010000004, y1: 203.9065551675, x2: 498.22937010000004, y2: 205.8240356343. [07/21 09:39:42] ppdet.data.source.coco WARNING: Found an invalid bbox in annotations: im_id: 1164740, area: 0.0 x1: 234.77111816250002, y1: 388.84838865, x2: 272.0889282375, y2: 388.84838865. [07/21 09:39:51] ppdet.data.source.coco WARNING: Found an invalid bbox in annotations: im_id: 1266099, area: 0.0 x1: 468.3398437888, y1: 225.9912109549, x2: 480.1809082368, y2: 225.9912109549. [07/21 09:40:01] ppdet.data.source.coco WARNING: Found an invalid bbox in annotations: im_id: 1352764, area: 0.0 x1: 54.923339850000005, y1: 234.52093504259997, x2: 57.0708008, y2: 234.52093504259997. [07/21 09:40:08] ppdet.data.source.coco WARNING: Found an invalid bbox in annotations: im_id: 1412918, area: 0.0 x1: 136.2822876, y1: 253.56500242500002, x2: 137.74902345, y2: 253.56500242500002. [07/21 09:40:11] ppdet.data.source.coco WARNING: Found an invalid bbox in annotations: im_id: 1446331, area: 0.0 x1: 252.4042969, y1: 332.95404053880003, x2: 253.48120115, y2: 332.95404053880003. [07/21 09:40:19] ppdet.data.source.coco WARNING: Found an invalid bbox in annotations: im_id: 1518543, area: 0.0 x1: 440.3457031168, y1: 274.5519409231, x2: 445.8432617472, y2: 274.5519409231. [07/21 09:40:34] ppdet.data.source.coco WARNING: Found an invalid bbox in annotations: im_id: 1647753, area: 0.0 x1: 227.7290649447, y1: 128.05914305, x2: 238.9132690452, y2: 128.05914305. [07/21 09:40:46] ppdet.data.source.coco WARNING: Found an invalid bbox in annotations: im_id: 1757038, area: 0.0 x1: 312.9022217216, y1: 489.3071288832, x2: 312.9022217216, y2: 490.59814456320004. [07/21 09:40:48] ppdet.data.source.coco WARNING: Found an invalid bbox in annotations: im_id: 1777092, area: 0.0 x1: 839.4415283397, y1: 80.8392944225, x2: 840.5001220902, y2: 80.8392944225. [07/21 09:40:50] ppdet.data.source.coco WARNING: Found an invalid bbox in annotations: im_id: 1791274, area: 0.0 x1: 246.031555167, y1: 405.0675659, x2: 246.031555167, y2: 410.47296145. [07/21 09:40:52] ppdet.data.source.coco WARNING: Found an invalid bbox in annotations: im_id: 1809953, area: 0.0 x1: 375.01086425, y1: 134.338439932, x2: 375.01086425, y2: 136.6105346846. [07/21 09:40:56] ppdet.data.source.coco WARNING: Found an invalid bbox in annotations: im_id: 1844801, area: 0.0 x1: 246.7679442944, y1: 437.6389160448, x2: 246.7679442944, y2: 437.6389160448. [07/21 09:40:58] ppdet.data.source.coco WARNING: Found an invalid bbox in annotations: im_id: 1860398, area: 0.0 x1: 18.9651489156, y1: 642.1688231936, x2: 18.9651489156, y2: 647.3116454912. [07/21 09:41:01] ppdet.data.source.coco WARNING: Found an invalid bbox in annotations: im_id: 1888478, area: 0.0 x1: 368.96051024999997, y1: 200.7771606279, x2: 368.96051024999997, y2: 202.46685790589999. [07/21 09:41:05] ppdet.data.source.coco WARNING: Found an invalid bbox in annotations: im_id: 1922548, area: 0.0 x1: 818.3527831552, y1: 439.1451416064, x2: 849.3343505408, y2: 439.1451416064. [07/21 09:41:15] ppdet.data.source.coco WARNING: Found an invalid bbox in annotations: im_id: 2014562, area: 0.0 x1: 105.85821535000001, y1: 210.82550047499998, x2: 105.85821535000001, y2: 223.60949707499998. [07/21 09:41:18] ppdet.data.source.coco WARNING: Found an invalid bbox in annotations: im_id: 2039519, area: 0.0 x1: 768.6341553152, y1: 253.5513305856, x2: 768.6341553152, y2: 254.72320558080003. [07/21 09:41:18] ppdet.data.source.coco WARNING: Found an invalid bbox in annotations: im_id: 2042531, area: 0.0 x1: 541.891357425, y1: 369.71459960000004, x2: 541.891357425, y2: 371.3296509. [07/21 09:41:22] ppdet.data.source.coco WARNING: Found an invalid bbox in annotations: im_id: 2072912, area: 0.0 x1: 0.1831055367, y1: 1690.2619628965, x2: 0.1831055367, y2: 1691.694335891. [07/21 09:41:39] ppdet.data.source.coco INFO: Load [1728775 samples valid, 13517 samples invalid] in file /paddle/workspace/dataset/obj365/annotations/zhiyuan_objv2_train.json. [07/21 09:42:04] ppdet.utils.checkpoint INFO: Exchange model and ema_model to load: [07/21 09:42:05] ppdet.utils.checkpoint INFO: Loading ema_model weights from ./output/rtdetr_r50vd_6x_coco/2.pdparams [07/21 09:42:05] ppdet.utils.checkpoint INFO: Loading model weights from ./output/rtdetr_r50vd_6x_coco/2.pdema [07/21 09:42:05] ppdet.utils.checkpoint INFO: Finish resuming model weights: ./output/rtdetr_r50vd_6x_coco/2.pdparams W0721 09:42:10.383301 46599 reducer.cc:622] All parameters are involved in the backward pass. It is recommended to set find_unused_parameters to False to improve performance. However, if unused parameters appear in subsequent iterative training, then an error will occur. Please make it clear that in the subsequent training, there will be no parameters that are not used in the backward pass, and then set find_unused_parameters [07/21 09:42:11] ppdet.engine INFO: Epoch: [3] [ 0/54024] learning_rate: 0.000100 loss_class: 0.655489 loss_bbox: 0.151874 loss_giou: 0.541868 loss_class_aux: 4.243650 loss_bbox_aux: 0.993226 loss_giou_aux: 3.406484 loss_class_dn: 0.333777 loss_bbox_dn: 0.129762 loss_giou_dn: 0.421981 loss_class_aux_dn: 1.786356 loss_bbox_aux_dn: 0.760055 loss_giou_aux_dn: 2.306492 loss: 15.731013 eta: 178 days, 15:51:16 batch_cost: 4.1410 data_cost: 0.0004 ips: 1.9319 images/s [07/21 09:44:00] ppdet.engine INFO: Epoch: [3] [ 100/54024] learning_rate: 0.000100 loss_class: 0.706155 loss_bbox: 0.123748 loss_giou: 0.538932 loss_class_aux: 4.406835 loss_bbox_aux: 0.800394 loss_giou_aux: 3.362129 loss_class_dn: 0.362147 loss_bbox_dn: 0.123578 loss_giou_dn: 0.453956 loss_class_aux_dn: 1.941421 loss_bbox_aux_dn: 0.746282 loss_giou_aux_dn: 2.513081 loss: 16.442613 eta: 46 days, 7:44:57 batch_cost: 1.0430 data_cost: 0.0902 ips: 7.6699 images/s [07/21 09:45:35] ppdet.engine INFO: Epoch: [3] [ 200/54024] learning_rate: 0.000100 loss_class: 0.734790 loss_bbox: 0.124586 loss_giou: 0.509286 loss_class_aux: 4.529855 loss_bbox_aux: 0.802417 loss_giou_aux: 3.244364 loss_class_dn: 0.349873 loss_bbox_dn: 0.127391 loss_giou_dn: 0.425066 loss_class_aux_dn: 1.910488 loss_bbox_aux_dn: 0.773332 loss_giou_aux_dn: 2.352758 loss: 15.853914 eta: 42 days, 12:45:19 batch_cost: 0.8971 data_cost: 0.0007 ips: 8.9174 images/s [07/21 09:47:02] ppdet.engine INFO: Epoch: [3] [ 300/54024] learning_rate: 0.000100 loss_class: 0.759692 loss_bbox: 0.127341 loss_giou: 0.569826 loss_class_aux: 4.713937 loss_bbox_aux: 0.828771 loss_giou_aux: 3.574061 loss_class_dn: 0.378629 loss_bbox_dn: 0.132768 loss_giou_dn: 0.473582 loss_class_aux_dn: 2.043049 loss_bbox_aux_dn: 0.798087 loss_giou_aux_dn: 2.647204 loss: 17.127457 eta: 40 days, 5:28:07 batch_cost: 0.8252 data_cost: 0.0006 ips: 9.6946 images/s [07/21 09:48:31] ppdet.engine INFO: Epoch: [3] [ 400/54024] learning_rate: 0.000100 loss_class: 0.720808 loss_bbox: 0.128654 loss_giou: 0.545924 loss_class_aux: 4.519487 loss_bbox_aux: 0.848949 loss_giou_aux: 3.462883 loss_class_dn: 0.361722 loss_bbox_dn: 0.130196 loss_giou_dn: 0.448341 loss_class_aux_dn: 1.953266 loss_bbox_aux_dn: 0.780955 loss_giou_aux_dn: 2.461434 loss: 16.284604 eta: 39 days, 8:18:35 batch_cost: 0.8506 data_cost: 0.0006 ips: 9.4048 images/s [07/21 09:50:08] ppdet.engine INFO: Epoch: [3] [ 500/54024] learning_rate: 0.000100 loss_class: 0.744518 loss_bbox: 0.137891 loss_giou: 0.529997 loss_class_aux: 4.685503 loss_bbox_aux: 0.861472 loss_giou_aux: 3.323006 loss_class_dn: 0.364894 loss_bbox_dn: 0.140234 loss_giou_dn: 0.443797 loss_class_aux_dn: 1.953431 loss_bbox_aux_dn: 0.814130 loss_giou_aux_dn: 2.435445 loss: 16.996320 eta: 39 days, 10:04:54 batch_cost: 0.9208 data_cost: 0.0356 ips: 8.6884 images/s [07/21 09:51:41] ppdet.engine INFO: Epoch: [3] [ 600/54024] learning_rate: 0.000100 loss_class: 0.719849 loss_bbox: 0.127772 loss_giou: 0.538119 loss_class_aux: 4.525714 loss_bbox_aux: 0.862797 loss_giou_aux: 3.479562 loss_class_dn: 0.377981 loss_bbox_dn: 0.131451 loss_giou_dn: 0.443899 loss_class_aux_dn: 2.046126 loss_bbox_aux_dn: 0.788659 loss_giou_aux_dn: 2.486359 loss: 16.964045 eta: 39 days, 4:57:35 batch_cost: 0.8842 data_cost: 0.0424 ips: 9.0475 images/s [07/21 09:53:12] ppdet.engine INFO: Epoch: [3] [ 700/54024] learning_rate: 0.000100 loss_class: 0.735086 loss_bbox: 0.132199 loss_giou: 0.563928 loss_class_aux: 4.607842 loss_bbox_aux: 0.837163 loss_giou_aux: 3.577021 loss_class_dn: 0.381940 loss_bbox_dn: 0.133855 loss_giou_dn: 0.461652 loss_class_aux_dn: 2.036602 loss_bbox_aux_dn: 0.799158 loss_giou_aux_dn: 2.550935 loss: 17.069841 eta: 38 days, 21:35:49 batch_cost: 0.8592 data_cost: 0.0782 ips: 9.3110 images/s [07/21 09:54:39] ppdet.engine INFO: Epoch: [3] [ 800/54024] learning_rate: 0.000100 loss_class: 0.708070 loss_bbox: 0.122655 loss_giou: 0.548092 loss_class_aux: 4.459197 loss_bbox_aux: 0.780323 loss_giou_aux: 3.484680 loss_class_dn: 0.369192 loss_bbox_dn: 0.123881 loss_giou_dn: 0.460081 loss_class_aux_dn: 1.969122 loss_bbox_aux_dn: 0.726076 loss_giou_aux_dn: 2.548766 loss: 15.919215 eta: 38 days, 11:27:51 batch_cost: 0.8236 data_cost: 0.0006 ips: 9.7136 images/s [07/21 09:56:03] ppdet.engine INFO: Epoch: [3] [ 900/54024] learning_rate: 0.000100 loss_class: 0.675885 loss_bbox: 0.125740 loss_giou: 0.550364 loss_class_aux: 4.212832 loss_bbox_aux: 0.828289 loss_giou_aux: 3.421146 loss_class_dn: 0.357797 loss_bbox_dn: 0.137350 loss_giou_dn: 0.460377 loss_class_aux_dn: 1.904347 loss_bbox_aux_dn: 0.793023 loss_giou_aux_dn: 2.541240 loss: 16.380591 eta: 38 days, 0:35:11 batch_cost: 0.7976 data_cost: 0.0008 ips: 10.0304 images/s [07/21 09:57:29] ppdet.engine INFO: Epoch: [3] [ 1000/54024] learning_rate: 0.000100 loss_class: 0.769156 loss_bbox: 0.132172 loss_giou: 0.558224 loss_class_aux: 4.866535 loss_bbox_aux: 0.839074 loss_giou_aux: 3.487124 loss_class_dn: 0.400096 loss_bbox_dn: 0.140235 loss_giou_dn: 0.467561 loss_class_aux_dn: 2.155490 loss_bbox_aux_dn: 0.814101 loss_giou_aux_dn: 2.634087 loss: 17.637544 eta: 37 days, 17:08:32 batch_cost: 0.8098 data_cost: 0.0006 ips: 9.8790 images/s [07/21 09:58:53] ppdet.engine INFO: Epoch: [3] [ 1100/54024] learning_rate: 0.000100 loss_class: 0.701071 loss_bbox: 0.118781 loss_giou: 0.524178 loss_class_aux: 4.347607 loss_bbox_aux: 0.789103 loss_giou_aux: 3.233232 loss_class_dn: 0.356092 loss_bbox_dn: 0.125461 loss_giou_dn: 0.434713 loss_class_aux_dn: 1.934012 loss_bbox_aux_dn: 0.776921 loss_giou_aux_dn: 2.429308 loss: 15.779205 eta: 37 days, 9:12:28 batch_cost: 0.7902 data_cost: 0.0008 ips: 10.1234 images/s [07/21 10:00:30] ppdet.engine INFO: Epoch: [3] [ 1200/54024] learning_rate: 0.000100 loss_class: 0.737151 loss_bbox: 0.121382 loss_giou: 0.519019 loss_class_aux: 4.614949 loss_bbox_aux: 0.777614 loss_giou_aux: 3.240219 loss_class_dn: 0.374471 loss_bbox_dn: 0.129723 loss_giou_dn: 0.428878 loss_class_aux_dn: 2.013630 loss_bbox_aux_dn: 0.784629 loss_giou_aux_dn: 2.403959 loss: 16.326003 eta: 37 days, 13:54:17 batch_cost: 0.9215 data_cost: 0.0006 ips: 8.6814 images/s [07/21 10:02:03] ppdet.engine INFO: Epoch: [3] [ 1300/54024] learning_rate: 0.000100 loss_class: 0.771977 loss_bbox: 0.139256 loss_giou: 0.573788 loss_class_aux: 4.838899 loss_bbox_aux: 0.913059 loss_giou_aux: 3.624975 loss_class_dn: 0.394779 loss_bbox_dn: 0.140078 loss_giou_dn: 0.482978 loss_class_aux_dn: 2.128132 loss_bbox_aux_dn: 0.839057 loss_giou_aux_dn: 2.700430 loss: 18.104984 eta: 37 days, 15:12:56 batch_cost: 0.8881 data_cost: 0.0616 ips: 9.0082 images/s [07/21 10:04:04] ppdet.engine INFO: Epoch: [3] [ 1400/54024] learning_rate: 0.000100 loss_class: 0.718557 loss_bbox: 0.126547 loss_giou: 0.526101 loss_class_aux: 4.525854 loss_bbox_aux: 0.816521 loss_giou_aux: 3.276443 loss_class_dn: 0.366333 loss_bbox_dn: 0.132217 loss_giou_dn: 0.433654 loss_class_aux_dn: 1.985160 loss_bbox_aux_dn: 0.782480 loss_giou_aux_dn: 2.419969 loss: 16.234108 eta: 38 days, 12:28:25 batch_cost: 1.1607 data_cost: 0.3528 ips: 6.8927 images/s [07/21 10:05:32] ppdet.engine INFO: Epoch: [3] [ 1500/54024] learning_rate: 0.000100 loss_class: 0.734609 loss_bbox: 0.132220 loss_giou: 0.526543 loss_class_aux: 4.606632 loss_bbox_aux: 0.879697 loss_giou_aux: 3.339300 loss_class_dn: 0.360878 loss_bbox_dn: 0.134546 loss_giou_dn: 0.443347 loss_class_aux_dn: 1.943988 loss_bbox_aux_dn: 0.783171 loss_giou_aux_dn: 2.441597 loss: 16.184564 eta: 38 days, 8:35:48 batch_cost: 0.8373 data_cost: 0.0006 ips: 9.5547 images/s [07/21 10:06:55] ppdet.engine INFO: Epoch: [3] [ 1600/54024] learning_rate: 0.000100 loss_class: 0.732453 loss_bbox: 0.133406 loss_giou: 0.585256 loss_class_aux: 4.484364 loss_bbox_aux: 0.840709 loss_giou_aux: 3.672481 loss_class_dn: 0.370043 loss_bbox_dn: 0.122087 loss_giou_dn: 0.481823 loss_class_aux_dn: 1.987932 loss_bbox_aux_dn: 0.758563 loss_giou_aux_dn: 2.730954 loss: 17.129223 eta: 38 days, 1:45:33 batch_cost: 0.7840 data_cost: 0.0035 ips: 10.2035 images/s [07/21 10:08:20] ppdet.engine INFO: Epoch: [3] [ 1700/54024] learning_rate: 0.000100 loss_class: 0.686612 loss_bbox: 0.129546 loss_giou: 0.535540 loss_class_aux: 4.366267 loss_bbox_aux: 0.848542 loss_giou_aux: 3.383076 loss_class_dn: 0.363321 loss_bbox_dn: 0.130070 loss_giou_dn: 0.446560 loss_class_aux_dn: 1.926897 loss_bbox_aux_dn: 0.766827 loss_giou_aux_dn: 2.489532 loss: 16.668876 eta: 37 days, 21:20:00 batch_cost: 0.8105 data_cost: 0.0007 ips: 9.8703 images/s [07/21 10:09:47] ppdet.engine INFO: Epoch: [3] [ 1800/54024] learning_rate: 0.000100 loss_class: 0.688841 loss_bbox: 0.128982 loss_giou: 0.499981 loss_class_aux: 4.316704 loss_bbox_aux: 0.840866 loss_giou_aux: 3.136124 loss_class_dn: 0.353851 loss_bbox_dn: 0.127955 loss_giou_dn: 0.407986 loss_class_aux_dn: 1.931477 loss_bbox_aux_dn: 0.756898 loss_giou_aux_dn: 2.287662 loss: 15.747674 eta: 37 days, 17:47:44 batch_cost: 0.8175 data_cost: 0.0011 ips: 9.7865 images/s [07/21 10:11:34] ppdet.engine INFO: Epoch: [3] [ 1900/54024] learning_rate: 0.000100 loss_class: 0.726219 loss_bbox: 0.135002 loss_giou: 0.539520 loss_class_aux: 4.556217 loss_bbox_aux: 0.900217 loss_giou_aux: 3.372457 loss_class_dn: 0.365938 loss_bbox_dn: 0.141733 loss_giou_dn: 0.448576 loss_class_aux_dn: 1.977417 loss_bbox_aux_dn: 0.842339 loss_giou_aux_dn: 2.501414 loss: 16.698579 eta: 38 days, 1:55:20 batch_cost: 1.0249 data_cost: 0.0024 ips: 7.8055 images/s [07/21 10:13:03] ppdet.engine INFO: Epoch: [3] [ 2000/54024] learning_rate: 0.000100 loss_class: 0.745363 loss_bbox: 0.124707 loss_giou: 0.516324 loss_class_aux: 4.651946 loss_bbox_aux: 0.808954 loss_giou_aux: 3.281363 loss_class_dn: 0.361911 loss_bbox_dn: 0.122627 loss_giou_dn: 0.440443 loss_class_aux_dn: 1.947691 loss_bbox_aux_dn: 0.744080 loss_giou_aux_dn: 2.468336 loss: 16.276871 eta: 37 days, 23:52:56 batch_cost: 0.8441 data_cost: 0.0673 ips: 9.4775 images/s [07/21 10:14:28] ppdet.engine INFO: Epoch: [3] [ 2100/54024] learning_rate: 0.000100 loss_class: 0.714249 loss_bbox: 0.123412 loss_giou: 0.520773 loss_class_aux: 4.400905 loss_bbox_aux: 0.791131 loss_giou_aux: 3.251073 loss_class_dn: 0.363728 loss_bbox_dn: 0.128743 loss_giou_dn: 0.453202 loss_class_aux_dn: 1.956910 loss_bbox_aux_dn: 0.783548 loss_giou_aux_dn: 2.510223 loss: 16.118296 eta: 37 days, 20:23:35 batch_cost: 0.8108 data_cost: 0.0006 ips: 9.8670 images/s [07/21 10:16:13] ppdet.engine INFO: Epoch: [3] [ 2200/54024] learning_rate: 0.000100 loss_class: 0.732624 loss_bbox: 0.128840 loss_giou: 0.590821 loss_class_aux: 4.585837 loss_bbox_aux: 0.814894 loss_giou_aux: 3.725188 loss_class_dn: 0.379101 loss_bbox_dn: 0.126249 loss_giou_dn: 0.478975 loss_class_aux_dn: 2.042964 loss_bbox_aux_dn: 0.770650 loss_giou_aux_dn: 2.656756 loss: 17.052463 eta: 38 days, 1:52:42 batch_cost: 0.9950 data_cost: 0.0532 ips: 8.0405 images/s [07/21 10:17:35] ppdet.engine INFO: Epoch: [3] [ 2300/54024] learning_rate: 0.000100 loss_class: 0.719630 loss_bbox: 0.127792 loss_giou: 0.536756 loss_class_aux: 4.510782 loss_bbox_aux: 0.818754 loss_giou_aux: 3.373227 loss_class_dn: 0.366075 loss_bbox_dn: 0.128168 loss_giou_dn: 0.452476 loss_class_aux_dn: 1.981943 loss_bbox_aux_dn: 0.780482 loss_giou_aux_dn: 2.493509 loss: 16.483550 eta: 37 days, 21:14:03 batch_cost: 0.7804 data_cost: 0.0006 ips: 10.2514 images/s [07/21 10:19:07] ppdet.engine INFO: Epoch: [3] [ 2400/54024] learning_rate: 0.000100 loss_class: 0.749764 loss_bbox: 0.138923 loss_giou: 0.547622 loss_class_aux: 4.678448 loss_bbox_aux: 0.910280 loss_giou_aux: 3.415779 loss_class_dn: 0.375883 loss_bbox_dn: 0.142916 loss_giou_dn: 0.465047 loss_class_aux_dn: 2.001750 loss_bbox_aux_dn: 0.856889 loss_giou_aux_dn: 2.574186 loss: 17.028950 eta: 37 days, 20:46:29 batch_cost: 0.8685 data_cost: 0.0006 ips: 9.2108 images/s [07/21 10:20:47] ppdet.engine INFO: Epoch: [3] [ 2500/54024] learning_rate: 0.000100 loss_class: 0.713026 loss_bbox: 0.121551 loss_giou: 0.521025 loss_class_aux: 4.347792 loss_bbox_aux: 0.790624 loss_giou_aux: 3.246166 loss_class_dn: 0.356630 loss_bbox_dn: 0.132712 loss_giou_dn: 0.445678 loss_class_aux_dn: 1.894461 loss_bbox_aux_dn: 0.785222 loss_giou_aux_dn: 2.458539 loss: 15.843943 eta: 38 days, 0:01:30 batch_cost: 0.9574 data_cost: 0.0867 ips: 8.3562 images/s [07/21 10:22:26] ppdet.engine INFO: Epoch: [3] [ 2600/54024] learning_rate: 0.000100 loss_class: 0.725405 loss_bbox: 0.127712 loss_giou: 0.515083 loss_class_aux: 4.591533 loss_bbox_aux: 0.818235 loss_giou_aux: 3.246216 loss_class_dn: 0.363478 loss_bbox_dn: 0.126153 loss_giou_dn: 0.421099 loss_class_aux_dn: 1.938369 loss_bbox_aux_dn: 0.758461 loss_giou_aux_dn: 2.376168 loss: 15.949324 eta: 38 days, 2:23:44 batch_cost: 0.9416 data_cost: 0.0220 ips: 8.4963 images/s [07/21 10:23:49] ppdet.engine INFO: Epoch: [3] [ 2700/54024] learning_rate: 0.000100 loss_class: 0.748345 loss_bbox: 0.126302 loss_giou: 0.546056 loss_class_aux: 4.683169 loss_bbox_aux: 0.858249 loss_giou_aux: 3.452917 loss_class_dn: 0.399338 loss_bbox_dn: 0.138251 loss_giou_dn: 0.456340 loss_class_aux_dn: 2.150018 loss_bbox_aux_dn: 0.830804 loss_giou_aux_dn: 2.574743 loss: 17.400302 eta: 37 days, 22:37:31 batch_cost: 0.7859 data_cost: 0.0007 ips: 10.1791 images/s [07/21 10:25:20] ppdet.engine INFO: Epoch: [3] [ 2800/54024] learning_rate: 0.000100 loss_class: 0.696909 loss_bbox: 0.117904 loss_giou: 0.553057 loss_class_aux: 4.366334 loss_bbox_aux: 0.801068 loss_giou_aux: 3.405224 loss_class_dn: 0.354607 loss_bbox_dn: 0.121525 loss_giou_dn: 0.437949 loss_class_aux_dn: 1.888280 loss_bbox_aux_dn: 0.738612 loss_giou_aux_dn: 2.444002 loss: 15.982885 eta: 37 days, 22:12:44 batch_cost: 0.8696 data_cost: 0.0007 ips: 9.2001 images/s [07/21 10:26:48] ppdet.engine INFO: Epoch: [3] [ 2900/54024] learning_rate: 0.000100 loss_class: 0.747949 loss_bbox: 0.134156 loss_giou: 0.591041 loss_class_aux: 4.641841 loss_bbox_aux: 0.862446 loss_giou_aux: 3.670398 loss_class_dn: 0.377048 loss_bbox_dn: 0.135479 loss_giou_dn: 0.467424 loss_class_aux_dn: 2.018032 loss_bbox_aux_dn: 0.808075 loss_giou_aux_dn: 2.575224 loss: 17.564287 eta: 37 days, 20:33:21 batch_cost: 0.8339 data_cost: 0.0006 ips: 9.5929 images/s [07/21 10:28:15] ppdet.engine INFO: Epoch: [3] [ 3000/54024] learning_rate: 0.000100 loss_class: 0.684410 loss_bbox: 0.121655 loss_giou: 0.521001 loss_class_aux: 4.239171 loss_bbox_aux: 0.801219 loss_giou_aux: 3.282897 loss_class_dn: 0.359204 loss_bbox_dn: 0.121878 loss_giou_dn: 0.428018 loss_class_aux_dn: 1.949327 loss_bbox_aux_dn: 0.723675 loss_giou_aux_dn: 2.365274 loss: 16.207928 eta: 37 days, 18:32:41 batch_cost: 0.8205 data_cost: 0.0200 ips: 9.7502 images/s [07/21 10:29:46] ppdet.engine INFO: Epoch: [3] [ 3100/54024] learning_rate: 0.000100 loss_class: 0.720356 loss_bbox: 0.122758 loss_giou: 0.492019 loss_class_aux: 4.545439 loss_bbox_aux: 0.798836 loss_giou_aux: 3.133097 loss_class_dn: 0.365536 loss_bbox_dn: 0.131582 loss_giou_dn: 0.435633 loss_class_aux_dn: 1.951991 loss_bbox_aux_dn: 0.794014 loss_giou_aux_dn: 2.421006 loss: 16.092938 eta: 37 days, 17:56:02 batch_cost: 0.8586 data_cost: 0.0146 ips: 9.3172 images/s [07/21 10:31:23] ppdet.engine INFO: Epoch: [3] [ 3200/54024] learning_rate: 0.000100 loss_class: 0.764431 loss_bbox: 0.131479 loss_giou: 0.540748 loss_class_aux: 4.628501 loss_bbox_aux: 0.878215 loss_giou_aux: 3.410470 loss_class_dn: 0.376184 loss_bbox_dn: 0.147040 loss_giou_dn: 0.449292 loss_class_aux_dn: 2.023657 loss_bbox_aux_dn: 0.893932 loss_giou_aux_dn: 2.497738 loss: 17.232265 eta: 37 days, 19:32:42 batch_cost: 0.9262 data_cost: 0.0295 ips: 8.6371 images/s [07/21 10:32:52] ppdet.engine INFO: Epoch: [3] [ 3300/54024] learning_rate: 0.000100 loss_class: 0.723496 loss_bbox: 0.127990 loss_giou: 0.527892 loss_class_aux: 4.417708 loss_bbox_aux: 0.827300 loss_giou_aux: 3.358478 loss_class_dn: 0.374647 loss_bbox_dn: 0.124458 loss_giou_dn: 0.447261 loss_class_aux_dn: 2.035348 loss_bbox_aux_dn: 0.760756 loss_giou_aux_dn: 2.453521 loss: 16.546568 eta: 37 days, 18:20:17 batch_cost: 0.8395 data_cost: 0.0570 ips: 9.5297 images/s [07/21 10:34:14] ppdet.engine INFO: Epoch: [3] [ 3400/54024] learning_rate: 0.000100 loss_class: 0.717728 loss_bbox: 0.134200 loss_giou: 0.579151 loss_class_aux: 4.424025 loss_bbox_aux: 0.853869 loss_giou_aux: 3.570434 loss_class_dn: 0.370213 loss_bbox_dn: 0.127187 loss_giou_dn: 0.455664 loss_class_aux_dn: 1.997053 loss_bbox_aux_dn: 0.761824 loss_giou_aux_dn: 2.519722 loss: 16.567741 eta: 37 days, 15:15:10 batch_cost: 0.7754 data_cost: 0.0006 ips: 10.3167 images/s [07/21 10:35:45] ppdet.engine INFO: Epoch: [3] [ 3500/54024] learning_rate: 0.000100 loss_class: 0.722483 loss_bbox: 0.122377 loss_giou: 0.527657 loss_class_aux: 4.471342 loss_bbox_aux: 0.796886 loss_giou_aux: 3.369462 loss_class_dn: 0.349025 loss_bbox_dn: 0.131303 loss_giou_dn: 0.463936 loss_class_aux_dn: 1.885513 loss_bbox_aux_dn: 0.786536 loss_giou_aux_dn: 2.580161 loss: 15.803226 eta: 37 days, 15:02:00 batch_cost: 0.8665 data_cost: 0.0088 ips: 9.2324 images/s [07/21 10:37:37] ppdet.engine INFO: Epoch: [3] [ 3600/54024] learning_rate: 0.000100 loss_class: 0.705815 loss_bbox: 0.127467 loss_giou: 0.531385 loss_class_aux: 4.367735 loss_bbox_aux: 0.820906 loss_giou_aux: 3.332271 loss_class_dn: 0.366061 loss_bbox_dn: 0.121116 loss_giou_dn: 0.437651 loss_class_aux_dn: 1.985471 loss_bbox_aux_dn: 0.721425 loss_giou_aux_dn: 2.474790 loss: 17.116294 eta: 37 days, 20:38:04 batch_cost: 1.0688 data_cost: 0.2462 ips: 7.4854 images/s [07/21 10:39:04] ppdet.engine INFO: Epoch: [3] [ 3700/54024] learning_rate: 0.000100 loss_class: 0.728966 loss_bbox: 0.134442 loss_giou: 0.572638 loss_class_aux: 4.491435 loss_bbox_aux: 0.881514 loss_giou_aux: 3.606164 loss_class_dn: 0.368502 loss_bbox_dn: 0.135348 loss_giou_dn: 0.473848 loss_class_aux_dn: 1.964166 loss_bbox_aux_dn: 0.809749 loss_giou_aux_dn: 2.615860 loss: 16.968651 eta: 37 days, 19:07:08 batch_cost: 0.8250 data_cost: 0.0259 ips: 9.6968 images/s [07/21 10:40:34] ppdet.engine INFO: Epoch: [3] [ 3800/54024] learning_rate: 0.000100 loss_class: 0.701494 loss_bbox: 0.124719 loss_giou: 0.510857 loss_class_aux: 4.383317 loss_bbox_aux: 0.828600 loss_giou_aux: 3.181144 loss_class_dn: 0.355454 loss_bbox_dn: 0.128614 loss_giou_dn: 0.412339 loss_class_aux_dn: 1.914784 loss_bbox_aux_dn: 0.756637 loss_giou_aux_dn: 2.281057 loss: 15.702885 eta: 37 days, 18:06:03 batch_cost: 0.8404 data_cost: 0.0190 ips: 9.5191 images/s [07/21 10:42:02] ppdet.engine INFO: Epoch: [3] [ 3900/54024] learning_rate: 0.000100 loss_class: 0.695650 loss_bbox: 0.119841 loss_giou: 0.520111 loss_class_aux: 4.371849 loss_bbox_aux: 0.778173 loss_giou_aux: 3.285760 loss_class_dn: 0.356389 loss_bbox_dn: 0.135506 loss_giou_dn: 0.433426 loss_class_aux_dn: 1.918300 loss_bbox_aux_dn: 0.812295 loss_giou_aux_dn: 2.430297 loss: 16.002057 eta: 37 days, 16:53:05 batch_cost: 0.8310 data_cost: 0.0167 ips: 9.6268 images/s [07/21 10:43:34] ppdet.engine INFO: Epoch: [3] [ 4000/54024] learning_rate: 0.000100 loss_class: 0.737456 loss_bbox: 0.133532 loss_giou: 0.547725 loss_class_aux: 4.572967 loss_bbox_aux: 0.869733 loss_giou_aux: 3.440181 loss_class_dn: 0.376904 loss_bbox_dn: 0.126646 loss_giou_dn: 0.464578 loss_class_aux_dn: 2.027859 loss_bbox_aux_dn: 0.742942 loss_giou_aux_dn: 2.562158 loss: 17.080060 eta: 37 days, 16:47:25 batch_cost: 0.8721 data_cost: 0.0007 ips: 9.1732 images/s [07/21 10:45:10] ppdet.engine INFO: Epoch: [3] [ 4100/54024] learning_rate: 0.000100 loss_class: 0.733973 loss_bbox: 0.121824 loss_giou: 0.561406 loss_class_aux: 4.653192 loss_bbox_aux: 0.819021 loss_giou_aux: 3.491414 loss_class_dn: 0.368254 loss_bbox_dn: 0.123448 loss_giou_dn: 0.451822 loss_class_aux_dn: 1.976936 loss_bbox_aux_dn: 0.724858 loss_giou_aux_dn: 2.515687 loss: 16.834737 eta: 37 days, 17:43:09 batch_cost: 0.9125 data_cost: 0.0135 ips: 8.7668 images/s [07/21 10:46:39] ppdet.engine INFO: Epoch: [3] [ 4200/54024] learning_rate: 0.000100 loss_class: 0.707940 loss_bbox: 0.127609 loss_giou: 0.540305 loss_class_aux: 4.409321 loss_bbox_aux: 0.830930 loss_giou_aux: 3.334517 loss_class_dn: 0.371867 loss_bbox_dn: 0.128778 loss_giou_dn: 0.431569 loss_class_aux_dn: 1.991893 loss_bbox_aux_dn: 0.782656 loss_giou_aux_dn: 2.407636 loss: 16.121706 eta: 37 days, 16:41:57 batch_cost: 0.8352 data_cost: 0.0007 ips: 9.5783 images/s [07/21 10:48:09] ppdet.engine INFO: Epoch: [3] [ 4300/54024] learning_rate: 0.000100 loss_class: 0.706715 loss_bbox: 0.118579 loss_giou: 0.510262 loss_class_aux: 4.387548 loss_bbox_aux: 0.770501 loss_giou_aux: 3.262404 loss_class_dn: 0.354811 loss_bbox_dn: 0.116674 loss_giou_dn: 0.428585 loss_class_aux_dn: 1.906193 loss_bbox_aux_dn: 0.699251 loss_giou_aux_dn: 2.387088 loss: 16.013464 eta: 37 days, 16:05:18 batch_cost: 0.8503 data_cost: 0.0010 ips: 9.4083 images/s [07/21 10:49:34] ppdet.engine INFO: Epoch: [3] [ 4400/54024] learning_rate: 0.000100 loss_class: 0.715838 loss_bbox: 0.128729 loss_giou: 0.554107 loss_class_aux: 4.455865 loss_bbox_aux: 0.833403 loss_giou_aux: 3.430401 loss_class_dn: 0.369952 loss_bbox_dn: 0.134417 loss_giou_dn: 0.451610 loss_class_aux_dn: 1.972327 loss_bbox_aux_dn: 0.800069 loss_giou_aux_dn: 2.533239 loss: 16.729390 eta: 37 days, 14:11:05 batch_cost: 0.7942 data_cost: 0.0007 ips: 10.0735 images/s [07/21 10:50:58] ppdet.engine INFO: Epoch: [3] [ 4500/54024] learning_rate: 0.000100 loss_class: 0.746763 loss_bbox: 0.126894 loss_giou: 0.573403 loss_class_aux: 4.690277 loss_bbox_aux: 0.797034 loss_giou_aux: 3.603360 loss_class_dn: 0.399409 loss_bbox_dn: 0.130665 loss_giou_dn: 0.465415 loss_class_aux_dn: 2.122782 loss_bbox_aux_dn: 0.790235 loss_giou_aux_dn: 2.548597 loss: 17.274206 eta: 37 days, 12:22:40 batch_cost: 0.7947 data_cost: 0.0007 ips: 10.0663 images/s [07/21 10:52:31] ppdet.engine INFO: Epoch: [3] [ 4600/54024] learning_rate: 0.000100 loss_class: 0.743886 loss_bbox: 0.139327 loss_giou: 0.590748 loss_class_aux: 4.625816 loss_bbox_aux: 0.930420 loss_giou_aux: 3.651910 loss_class_dn: 0.384980 loss_bbox_dn: 0.132173 loss_giou_dn: 0.476508 loss_class_aux_dn: 2.085526 loss_bbox_aux_dn: 0.805136 loss_giou_aux_dn: 2.698370 loss: 17.645143 eta: 37 days, 12:38:40 batch_cost: 0.8835 data_cost: 0.0008 ips: 9.0545 images/s [07/21 10:53:58] ppdet.engine INFO: Epoch: [3] [ 4700/54024] learning_rate: 0.000100 loss_class: 0.729362 loss_bbox: 0.133836 loss_giou: 0.568731 loss_class_aux: 4.578693 loss_bbox_aux: 0.863743 loss_giou_aux: 3.539606 loss_class_dn: 0.380928 loss_bbox_dn: 0.130232 loss_giou_dn: 0.465309 loss_class_aux_dn: 2.014983 loss_bbox_aux_dn: 0.778672 loss_giou_aux_dn: 2.575290 loss: 17.209820 eta: 37 days, 11:31:37 batch_cost: 0.8212 data_cost: 0.0030 ips: 9.7420 images/s [07/21 10:55:26] ppdet.engine INFO: Epoch: [3] [ 4800/54024] learning_rate: 0.000100 loss_class: 0.689281 loss_bbox: 0.133533 loss_giou: 0.529202 loss_class_aux: 4.379603 loss_bbox_aux: 0.841490 loss_giou_aux: 3.286662 loss_class_dn: 0.361472 loss_bbox_dn: 0.132225 loss_giou_dn: 0.441816 loss_class_aux_dn: 1.966838 loss_bbox_aux_dn: 0.802203 loss_giou_aux_dn: 2.506830 loss: 16.454290 eta: 37 days, 10:34:13 batch_cost: 0.8265 data_cost: 0.0124 ips: 9.6792 images/s [07/21 10:56:56] ppdet.engine INFO: Epoch: [3] [ 4900/54024] learning_rate: 0.000100 loss_class: 0.718791 loss_bbox: 0.140109 loss_giou: 0.580260 loss_class_aux: 4.493508 loss_bbox_aux: 0.890517 loss_giou_aux: 3.623656 loss_class_dn: 0.385796 loss_bbox_dn: 0.126699 loss_giou_dn: 0.464141 loss_class_aux_dn: 2.066287 loss_bbox_aux_dn: 0.760859 loss_giou_aux_dn: 2.580559 loss: 17.112363 eta: 37 days, 10:06:08 batch_cost: 0.8479 data_cost: 0.0007 ips: 9.4353 images/s [07/21 10:58:25] ppdet.engine INFO: Epoch: [3] [ 5000/54024] learning_rate: 0.000100 loss_class: 0.711597 loss_bbox: 0.123379 loss_giou: 0.509403 loss_class_aux: 4.396796 loss_bbox_aux: 0.781543 loss_giou_aux: 3.197507 loss_class_dn: 0.357795 loss_bbox_dn: 0.124015 loss_giou_dn: 0.427156 loss_class_aux_dn: 1.896963 loss_bbox_aux_dn: 0.732185 loss_giou_aux_dn: 2.378780 loss: 16.129115 eta: 37 days, 9:38:12 batch_cost: 0.8471 data_cost: 0.0404 ips: 9.4435 images/s [07/21 10:59:58] ppdet.engine INFO: Epoch: [3] [ 5100/54024] learning_rate: 0.000100 loss_class: 0.708804 loss_bbox: 0.129850 loss_giou: 0.560095 loss_class_aux: 4.427725 loss_bbox_aux: 0.843646 loss_giou_aux: 3.540932 loss_class_dn: 0.379839 loss_bbox_dn: 0.140791 loss_giou_dn: 0.469649 loss_class_aux_dn: 2.037024 loss_bbox_aux_dn: 0.814486 loss_giou_aux_dn: 2.605673 loss: 17.228493 eta: 37 days, 9:58:42 batch_cost: 0.8861 data_cost: 0.0722 ips: 9.0283 images/s [07/21 11:01:32] ppdet.engine INFO: Epoch: [3] [ 5200/54024] learning_rate: 0.000100 loss_class: 0.714580 loss_bbox: 0.122127 loss_giou: 0.540303 loss_class_aux: 4.534737 loss_bbox_aux: 0.803304 loss_giou_aux: 3.395678 loss_class_dn: 0.352133 loss_bbox_dn: 0.134501 loss_giou_dn: 0.436867 loss_class_aux_dn: 1.906424 loss_bbox_aux_dn: 0.808582 loss_giou_aux_dn: 2.406646 loss: 15.943147 eta: 37 days, 10:18:54 batch_cost: 0.8866 data_cost: 0.0007 ips: 9.0237 images/s [07/21 11:02:56] ppdet.engine INFO: Epoch: [3] [ 5300/54024] learning_rate: 0.000100 loss_class: 0.695350 loss_bbox: 0.114377 loss_giou: 0.547034 loss_class_aux: 4.367490 loss_bbox_aux: 0.776021 loss_giou_aux: 3.443857 loss_class_dn: 0.367627 loss_bbox_dn: 0.122038 loss_giou_dn: 0.458105 loss_class_aux_dn: 1.957774 loss_bbox_aux_dn: 0.729715 loss_giou_aux_dn: 2.568304 loss: 16.573634 eta: 37 days, 8:49:31 batch_cost: 0.7936 data_cost: 0.0271 ips: 10.0803 images/s [07/21 11:04:19] ppdet.engine INFO: Epoch: [3] [ 5400/54024] learning_rate: 0.000100 loss_class: 0.720545 loss_bbox: 0.138852 loss_giou: 0.569583 loss_class_aux: 4.505654 loss_bbox_aux: 0.911771 loss_giou_aux: 3.606970 loss_class_dn: 0.395042 loss_bbox_dn: 0.140193 loss_giou_dn: 0.490115 loss_class_aux_dn: 2.120366 loss_bbox_aux_dn: 0.844940 loss_giou_aux_dn: 2.649347 loss: 17.749247 eta: 37 days, 7:05:30 batch_cost: 0.7780 data_cost: 0.0006 ips: 10.2821 images/s [07/21 11:05:45] ppdet.engine INFO: Epoch: [3] [ 5500/54024] learning_rate: 0.000100 loss_class: 0.732454 loss_bbox: 0.131208 loss_giou: 0.543714 loss_class_aux: 4.527572 loss_bbox_aux: 0.834562 loss_giou_aux: 3.414503 loss_class_dn: 0.359450 loss_bbox_dn: 0.133320 loss_giou_dn: 0.450476 loss_class_aux_dn: 1.970700 loss_bbox_aux_dn: 0.789797 loss_giou_aux_dn: 2.510226 loss: 16.722733 eta: 37 days, 6:11:24 batch_cost: 0.8190 data_cost: 0.0006 ips: 9.7680 images/s [07/21 11:07:07] ppdet.engine INFO: Epoch: [3] [ 5600/54024] learning_rate: 0.000100 loss_class: 0.678588 loss_bbox: 0.125122 loss_giou: 0.493606 loss_class_aux: 4.267080 loss_bbox_aux: 0.797690 loss_giou_aux: 3.070932 loss_class_dn: 0.339865 loss_bbox_dn: 0.130535 loss_giou_dn: 0.419377 loss_class_aux_dn: 1.830391 loss_bbox_aux_dn: 0.769764 loss_giou_aux_dn: 2.324062 loss: 15.240167 eta: 37 days, 4:32:51 batch_cost: 0.7772 data_cost: 0.0098 ips: 10.2937 images/s [07/21 11:08:40] ppdet.engine INFO: Epoch: [3] [ 5700/54024] learning_rate: 0.000100 loss_class: 0.696849 loss_bbox: 0.118857 loss_giou: 0.611374 loss_class_aux: 4.397976 loss_bbox_aux: 0.769897 loss_giou_aux: 3.804980 loss_class_dn: 0.359555 loss_bbox_dn: 0.126276 loss_giou_dn: 0.461652 loss_class_aux_dn: 1.941759 loss_bbox_aux_dn: 0.730500 loss_giou_aux_dn: 2.576034 loss: 16.478016 eta: 37 days, 4:52:51 batch_cost: 0.8830 data_cost: 0.0488 ips: 9.0603 images/s [07/21 11:10:18] ppdet.engine INFO: Epoch: [3] [ 5800/54024] learning_rate: 0.000100 loss_class: 0.715953 loss_bbox: 0.130280 loss_giou: 0.594045 loss_class_aux: 4.510055 loss_bbox_aux: 0.864173 loss_giou_aux: 3.698691 loss_class_dn: 0.367176 loss_bbox_dn: 0.129498 loss_giou_dn: 0.465584 loss_class_aux_dn: 1.982316 loss_bbox_aux_dn: 0.770485 loss_giou_aux_dn: 2.602385 loss: 17.024356 eta: 37 days, 6:01:15 batch_cost: 0.9289 data_cost: 0.1341 ips: 8.6120 images/s [07/21 11:11:53] ppdet.engine INFO: Epoch: [3] [ 5900/54024] learning_rate: 0.000100 loss_class: 0.752790 loss_bbox: 0.135379 loss_giou: 0.528404 loss_class_aux: 4.696877 loss_bbox_aux: 0.873912 loss_giou_aux: 3.366143 loss_class_dn: 0.392345 loss_bbox_dn: 0.128681 loss_giou_dn: 0.453887 loss_class_aux_dn: 2.124235 loss_bbox_aux_dn: 0.785765 loss_giou_aux_dn: 2.587070 loss: 17.667354 eta: 37 days, 6:35:17 batch_cost: 0.8985 data_cost: 0.0007 ips: 8.9037 images/s [07/21 11:13:17] ppdet.engine INFO: Epoch: [3] [ 6000/54024] learning_rate: 0.000100 loss_class: 0.716382 loss_bbox: 0.122566 loss_giou: 0.509032 loss_class_aux: 4.460794 loss_bbox_aux: 0.819645 loss_giou_aux: 3.229595 loss_class_dn: 0.351284 loss_bbox_dn: 0.141047 loss_giou_dn: 0.441892 loss_class_aux_dn: 1.885292 loss_bbox_aux_dn: 0.819918 loss_giou_aux_dn: 2.461499 loss: 16.417514 eta: 37 days, 5:16:04 batch_cost: 0.7901 data_cost: 0.0040 ips: 10.1256 images/s [07/21 11:14:46] ppdet.engine INFO: Epoch: [3] [ 6100/54024] learning_rate: 0.000100 loss_class: 0.744728 loss_bbox: 0.132123 loss_giou: 0.585883 loss_class_aux: 4.611907 loss_bbox_aux: 0.844014 loss_giou_aux: 3.620206 loss_class_dn: 0.379612 loss_bbox_dn: 0.133422 loss_giou_dn: 0.446957 loss_class_aux_dn: 2.063786 loss_bbox_aux_dn: 0.779745 loss_giou_aux_dn: 2.493281 loss: 17.412807 eta: 37 days, 4:50:51 batch_cost: 0.8407 data_cost: 0.0113 ips: 9.5162 images/s [07/21 11:16:16] ppdet.engine INFO: Epoch: [3] [ 6200/54024] learning_rate: 0.000100 loss_class: 0.718517 loss_bbox: 0.122014 loss_giou: 0.527853 loss_class_aux: 4.445425 loss_bbox_aux: 0.795310 loss_giou_aux: 3.311300 loss_class_dn: 0.368706 loss_bbox_dn: 0.130094 loss_giou_dn: 0.449818 loss_class_aux_dn: 1.950543 loss_bbox_aux_dn: 0.783403 loss_giou_aux_dn: 2.492529 loss: 16.489339 eta: 37 days, 4:34:50 batch_cost: 0.8491 data_cost: 0.0269 ips: 9.4216 images/s [07/21 11:17:41] ppdet.engine INFO: Epoch: [3] [ 6300/54024] learning_rate: 0.000100 loss_class: 0.756893 loss_bbox: 0.130668 loss_giou: 0.588938 loss_class_aux: 4.700558 loss_bbox_aux: 0.843740 loss_giou_aux: 3.713698 loss_class_dn: 0.386443 loss_bbox_dn: 0.131987 loss_giou_dn: 0.474508 loss_class_aux_dn: 2.072725 loss_bbox_aux_dn: 0.775972 loss_giou_aux_dn: 2.612799 loss: 16.999142 eta: 37 days, 3:32:43 batch_cost: 0.8018 data_cost: 0.0144 ips: 9.9774 images/s [07/21 11:19:16] ppdet.engine INFO: Epoch: [3] [ 6400/54024] learning_rate: 0.000100 loss_class: 0.702793 loss_bbox: 0.119443 loss_giou: 0.532732 loss_class_aux: 4.421292 loss_bbox_aux: 0.786090 loss_giou_aux: 3.354484 loss_class_dn: 0.357416 loss_bbox_dn: 0.118610 loss_giou_dn: 0.438934 loss_class_aux_dn: 1.905096 loss_bbox_aux_dn: 0.698459 loss_giou_aux_dn: 2.481677 loss: 16.008811 eta: 37 days, 4:14:23 batch_cost: 0.9070 data_cost: 0.0363 ips: 8.8206 images/s [07/21 11:20:52] ppdet.engine INFO: Epoch: [3] [ 6500/54024] learning_rate: 0.000100 loss_class: 0.801048 loss_bbox: 0.136659 loss_giou: 0.602780 loss_class_aux: 4.980178 loss_bbox_aux: 0.888365 loss_giou_aux: 3.810829 loss_class_dn: 0.407774 loss_bbox_dn: 0.147834 loss_giou_dn: 0.514923 loss_class_aux_dn: 2.146254 loss_bbox_aux_dn: 0.844490 loss_giou_aux_dn: 2.850940 loss: 17.963049 eta: 37 days, 5:00:11 batch_cost: 0.9127 data_cost: 0.0560 ips: 8.7654 images/s [07/21 11:22:17] ppdet.engine INFO: Epoch: [3] [ 6600/54024] learning_rate: 0.000100 loss_class: 0.689742 loss_bbox: 0.128218 loss_giou: 0.534842 loss_class_aux: 4.331717 loss_bbox_aux: 0.816846 loss_giou_aux: 3.368463 loss_class_dn: 0.357527 loss_bbox_dn: 0.124874 loss_giou_dn: 0.436921 loss_class_aux_dn: 1.942092 loss_bbox_aux_dn: 0.741256 loss_giou_aux_dn: 2.432642 loss: 15.994388 eta: 37 days, 3:57:28 batch_cost: 0.7987 data_cost: 0.0195 ips: 10.0163 images/s [07/21 11:23:53] ppdet.engine INFO: Epoch: [3] [ 6700/54024] learning_rate: 0.000100 loss_class: 0.715548 loss_bbox: 0.132131 loss_giou: 0.558307 loss_class_aux: 4.551176 loss_bbox_aux: 0.841746 loss_giou_aux: 3.504345 loss_class_dn: 0.361988 loss_bbox_dn: 0.131281 loss_giou_dn: 0.441389 loss_class_aux_dn: 1.926655 loss_bbox_aux_dn: 0.761785 loss_giou_aux_dn: 2.461632 loss: 16.426025 eta: 37 days, 4:35:01 batch_cost: 0.9051 data_cost: 0.0106 ips: 8.8390 images/s [07/21 11:25:26] ppdet.engine INFO: Epoch: [3] [ 6800/54024] learning_rate: 0.000100 loss_class: 0.729976 loss_bbox: 0.135298 loss_giou: 0.529090 loss_class_aux: 4.592887 loss_bbox_aux: 0.868535 loss_giou_aux: 3.328583 loss_class_dn: 0.373140 loss_bbox_dn: 0.136114 loss_giou_dn: 0.432349 loss_class_aux_dn: 1.996068 loss_bbox_aux_dn: 0.809015 loss_giou_aux_dn: 2.411624 loss: 16.796049 eta: 37 days, 4:47:52 batch_cost: 0.8792 data_cost: 0.0008 ips: 9.0988 images/s [07/21 11:26:58] ppdet.engine INFO: Epoch: [3] [ 6900/54024] learning_rate: 0.000100 loss_class: 0.712211 loss_bbox: 0.124381 loss_giou: 0.516099 loss_class_aux: 4.507471 loss_bbox_aux: 0.798854 loss_giou_aux: 3.249705 loss_class_dn: 0.366248 loss_bbox_dn: 0.126616 loss_giou_dn: 0.419193 loss_class_aux_dn: 1.957424 loss_bbox_aux_dn: 0.770131 loss_giou_aux_dn: 2.340756 loss: 16.077364 eta: 37 days, 5:03:12 batch_cost: 0.8825 data_cost: 0.0006 ips: 9.0655 images/s [07/21 11:28:26] ppdet.engine INFO: Epoch: [3] [ 7000/54024] learning_rate: 0.000100 loss_class: 0.694904 loss_bbox: 0.122951 loss_giou: 0.513329 loss_class_aux: 4.470550 loss_bbox_aux: 0.817794 loss_giou_aux: 3.228933 loss_class_dn: 0.362102 loss_bbox_dn: 0.124797 loss_giou_dn: 0.432685 loss_class_aux_dn: 1.954218 loss_bbox_aux_dn: 0.744863 loss_giou_aux_dn: 2.415863 loss: 15.861609 eta: 37 days, 4:35:37 batch_cost: 0.8345 data_cost: 0.0012 ips: 9.5860 images/s [07/21 11:29:53] ppdet.engine INFO: Epoch: [3] [ 7100/54024] learning_rate: 0.000100 loss_class: 0.762317 loss_bbox: 0.132873 loss_giou: 0.628138 loss_class_aux: 4.740669 loss_bbox_aux: 0.871013 loss_giou_aux: 3.920838 loss_class_dn: 0.396407 loss_bbox_dn: 0.134089 loss_giou_dn: 0.489754 loss_class_aux_dn: 2.115185 loss_bbox_aux_dn: 0.806098 loss_giou_aux_dn: 2.721015 loss: 18.179951 eta: 37 days, 3:54:49 batch_cost: 0.8186 data_cost: 0.0014 ips: 9.7730 images/s [07/21 11:31:20] ppdet.engine INFO: Epoch: [3] [ 7200/54024] learning_rate: 0.000100 loss_class: 0.708193 loss_bbox: 0.124057 loss_giou: 0.521671 loss_class_aux: 4.364550 loss_bbox_aux: 0.836564 loss_giou_aux: 3.330259 loss_class_dn: 0.356165 loss_bbox_dn: 0.124925 loss_giou_dn: 0.442369 loss_class_aux_dn: 1.900188 loss_bbox_aux_dn: 0.733734 loss_giou_aux_dn: 2.440351 loss: 16.147371 eta: 37 days, 3:28:55 batch_cost: 0.8346 data_cost: 0.0289 ips: 9.5854 images/s [07/21 11:32:55] ppdet.engine INFO: Epoch: [3] [ 7300/54024] learning_rate: 0.000100 loss_class: 0.737253 loss_bbox: 0.120788 loss_giou: 0.578273 loss_class_aux: 4.617335 loss_bbox_aux: 0.804355 loss_giou_aux: 3.597409 loss_class_dn: 0.374747 loss_bbox_dn: 0.130743 loss_giou_dn: 0.470646 loss_class_aux_dn: 1.999081 loss_bbox_aux_dn: 0.792588 loss_giou_aux_dn: 2.596759 loss: 16.450225 eta: 37 days, 3:58:53 batch_cost: 0.8996 data_cost: 0.0023 ips: 8.8928 images/s [07/21 11:34:30] ppdet.engine INFO: Epoch: [3] [ 7400/54024] learning_rate: 0.000100 loss_class: 0.749438 loss_bbox: 0.129696 loss_giou: 0.551441 loss_class_aux: 4.633631 loss_bbox_aux: 0.839400 loss_giou_aux: 3.429540 loss_class_dn: 0.383398 loss_bbox_dn: 0.136903 loss_giou_dn: 0.454101 loss_class_aux_dn: 2.035293 loss_bbox_aux_dn: 0.842348 loss_giou_aux_dn: 2.527079 loss: 16.691636 eta: 37 days, 4:30:51 batch_cost: 0.9030 data_cost: 0.0224 ips: 8.8595 images/s [07/21 11:36:06] ppdet.engine INFO: Epoch: [3] [ 7500/54024] learning_rate: 0.000100 loss_class: 0.746584 loss_bbox: 0.123335 loss_giou: 0.559882 loss_class_aux: 4.581022 loss_bbox_aux: 0.828697 loss_giou_aux: 3.550657 loss_class_dn: 0.374560 loss_bbox_dn: 0.129501 loss_giou_dn: 0.467020 loss_class_aux_dn: 2.019652 loss_bbox_aux_dn: 0.763258 loss_giou_aux_dn: 2.577570 loss: 16.345861 eta: 37 days, 5:10:42 batch_cost: 0.9136 data_cost: 0.0212 ips: 8.7564 images/s [07/21 11:37:36] ppdet.engine INFO: Epoch: [3] [ 7600/54024] learning_rate: 0.000100 loss_class: 0.718840 loss_bbox: 0.127791 loss_giou: 0.534425 loss_class_aux: 4.423730 loss_bbox_aux: 0.806296 loss_giou_aux: 3.345528 loss_class_dn: 0.364907 loss_bbox_dn: 0.134091 loss_giou_dn: 0.443574 loss_class_aux_dn: 1.973597 loss_bbox_aux_dn: 0.794553 loss_giou_aux_dn: 2.473790 loss: 16.436661 eta: 37 days, 4:58:30 batch_cost: 0.8511 data_cost: 0.0006 ips: 9.3992 images/s [07/21 11:39:12] ppdet.engine INFO: Epoch: [3] [ 7700/54024] learning_rate: 0.000100 loss_class: 0.697200 loss_bbox: 0.122057 loss_giou: 0.504820 loss_class_aux: 4.345130 loss_bbox_aux: 0.798515 loss_giou_aux: 3.174847 loss_class_dn: 0.340781 loss_bbox_dn: 0.124599 loss_giou_dn: 0.411592 loss_class_aux_dn: 1.850522 loss_bbox_aux_dn: 0.752019 loss_giou_aux_dn: 2.283882 loss: 15.222236 eta: 37 days, 5:35:51 batch_cost: 0.9124 data_cost: 0.0590 ips: 8.7685 images/s [07/21 11:40:41] ppdet.engine INFO: Epoch: [3] [ 7800/54024] learning_rate: 0.000100 loss_class: 0.731414 loss_bbox: 0.131339 loss_giou: 0.587776 loss_class_aux: 4.486345 loss_bbox_aux: 0.870982 loss_giou_aux: 3.683122 loss_class_dn: 0.383237 loss_bbox_dn: 0.132755 loss_giou_dn: 0.464005 loss_class_aux_dn: 2.064577 loss_bbox_aux_dn: 0.816209 loss_giou_aux_dn: 2.583541 loss: 17.035963 eta: 37 days, 5:13:11 batch_cost: 0.8381 data_cost: 0.0198 ips: 9.5459 images/s [07/21 11:42:15] ppdet.engine INFO: Epoch: [3] [ 7900/54024] learning_rate: 0.000100 loss_class: 0.701662 loss_bbox: 0.123122 loss_giou: 0.542271 loss_class_aux: 4.330080 loss_bbox_aux: 0.796839 loss_giou_aux: 3.449588 loss_class_dn: 0.367226 loss_bbox_dn: 0.127798 loss_giou_dn: 0.442866 loss_class_aux_dn: 1.978561 loss_bbox_aux_dn: 0.781270 loss_giou_aux_dn: 2.475685 loss: 16.715681 eta: 37 days, 5:32:02 batch_cost: 0.8903 data_cost: 0.0965 ips: 8.9857 images/s [07/21 11:43:51] ppdet.engine INFO: Epoch: [3] [ 8000/54024] learning_rate: 0.000100 loss_class: 0.701492 loss_bbox: 0.129820 loss_giou: 0.496204 loss_class_aux: 4.350122 loss_bbox_aux: 0.839390 loss_giou_aux: 3.108839 loss_class_dn: 0.361947 loss_bbox_dn: 0.131725 loss_giou_dn: 0.419731 loss_class_aux_dn: 1.952845 loss_bbox_aux_dn: 0.760851 loss_giou_aux_dn: 2.320715 loss: 15.930912 eta: 37 days, 6:05:35 batch_cost: 0.9099 data_cost: 0.0211 ips: 8.7918 images/s [07/21 11:45:28] ppdet.engine INFO: Epoch: [3] [ 8100/54024] learning_rate: 0.000100 loss_class: 0.750122 loss_bbox: 0.134281 loss_giou: 0.608918 loss_class_aux: 4.653781 loss_bbox_aux: 0.867804 loss_giou_aux: 3.781123 loss_class_dn: 0.394428 loss_bbox_dn: 0.138173 loss_giou_dn: 0.507265 loss_class_aux_dn: 2.078676 loss_bbox_aux_dn: 0.839631 loss_giou_aux_dn: 2.769132 loss: 17.941482 eta: 37 days, 6:40:31 batch_cost: 0.9129 data_cost: 0.0938 ips: 8.7636 images/s [07/21 11:47:09] ppdet.engine INFO: Epoch: [3] [ 8200/54024] learning_rate: 0.000100 loss_class: 0.729348 loss_bbox: 0.125266 loss_giou: 0.545195 loss_class_aux: 4.520752 loss_bbox_aux: 0.813768 loss_giou_aux: 3.421678 loss_class_dn: 0.372314 loss_bbox_dn: 0.134063 loss_giou_dn: 0.453378 loss_class_aux_dn: 2.008952 loss_bbox_aux_dn: 0.805607 loss_giou_aux_dn: 2.498961 loss: 16.283049 eta: 37 days, 7:51:37 batch_cost: 0.9619 data_cost: 0.0007 ips: 8.3170 images/s [07/21 11:48:35] ppdet.engine INFO: Epoch: [3] [ 8300/54024] learning_rate: 0.000100 loss_class: 0.724254 loss_bbox: 0.124414 loss_giou: 0.542208 loss_class_aux: 4.570490 loss_bbox_aux: 0.814894 loss_giou_aux: 3.398310 loss_class_dn: 0.362678 loss_bbox_dn: 0.134806 loss_giou_dn: 0.449519 loss_class_aux_dn: 1.945253 loss_bbox_aux_dn: 0.798632 loss_giou_aux_dn: 2.490498 loss: 16.413546 eta: 37 days, 7:06:51 batch_cost: 0.8091 data_cost: 0.0006 ips: 9.8879 images/s [07/21 11:50:00] ppdet.engine INFO: Epoch: [3] [ 8400/54024] learning_rate: 0.000100 loss_class: 0.723825 loss_bbox: 0.121508 loss_giou: 0.589056 loss_class_aux: 4.583267 loss_bbox_aux: 0.791683 loss_giou_aux: 3.705439 loss_class_dn: 0.366063 loss_bbox_dn: 0.129472 loss_giou_dn: 0.479982 loss_class_aux_dn: 2.002450 loss_bbox_aux_dn: 0.760471 loss_giou_aux_dn: 2.688552 loss: 17.276306 eta: 37 days, 6:23:28 batch_cost: 0.8096 data_cost: 0.0170 ips: 9.8820 images/s [07/21 11:51:27] ppdet.engine INFO: Epoch: [3] [ 8500/54024] learning_rate: 0.000100 loss_class: 0.672190 loss_bbox: 0.114846 loss_giou: 0.525189 loss_class_aux: 4.184127 loss_bbox_aux: 0.752881 loss_giou_aux: 3.286689 loss_class_dn: 0.347787 loss_bbox_dn: 0.121532 loss_giou_dn: 0.431299 loss_class_aux_dn: 1.873956 loss_bbox_aux_dn: 0.715010 loss_giou_aux_dn: 2.383347 loss: 15.582239 eta: 37 days, 5:48:23 batch_cost: 0.8196 data_cost: 0.0569 ips: 9.7611 images/s [07/21 11:52:59] ppdet.engine INFO: Epoch: [3] [ 8600/54024] learning_rate: 0.000100 loss_class: 0.694523 loss_bbox: 0.121737 loss_giou: 0.537930 loss_class_aux: 4.400813 loss_bbox_aux: 0.776345 loss_giou_aux: 3.387292 loss_class_dn: 0.356406 loss_bbox_dn: 0.115677 loss_giou_dn: 0.440173 loss_class_aux_dn: 1.930282 loss_bbox_aux_dn: 0.722891 loss_giou_aux_dn: 2.416150 loss: 16.303724 eta: 37 days, 5:48:19 batch_cost: 0.8671 data_cost: 0.0161 ips: 9.2263 images/s [07/21 11:54:28] ppdet.engine INFO: Epoch: [3] [ 8700/54024] learning_rate: 0.000100 loss_class: 0.708445 loss_bbox: 0.127121 loss_giou: 0.497617 loss_class_aux: 4.414422 loss_bbox_aux: 0.824408 loss_giou_aux: 3.162752 loss_class_dn: 0.346165 loss_bbox_dn: 0.142789 loss_giou_dn: 0.412949 loss_class_aux_dn: 1.843818 loss_bbox_aux_dn: 0.834735 loss_giou_aux_dn: 2.301199 loss: 15.399962 eta: 37 days, 5:25:23 batch_cost: 0.8350 data_cost: 0.0007 ips: 9.5808 images/s [07/21 11:56:04] ppdet.engine INFO: Epoch: [3] [ 8800/54024] learning_rate: 0.000100 loss_class: 0.730560 loss_bbox: 0.124483 loss_giou: 0.533531 loss_class_aux: 4.484957 loss_bbox_aux: 0.814726 loss_giou_aux: 3.318114 loss_class_dn: 0.363705 loss_bbox_dn: 0.135192 loss_giou_dn: 0.449880 loss_class_aux_dn: 1.936449 loss_bbox_aux_dn: 0.786648 loss_giou_aux_dn: 2.506580 loss: 16.437275 eta: 37 days, 5:55:58 batch_cost: 0.9103 data_cost: 0.0407 ips: 8.7880 images/s [07/21 11:57:32] ppdet.engine INFO: Epoch: [3] [ 8900/54024] learning_rate: 0.000100 loss_class: 0.699407 loss_bbox: 0.126308 loss_giou: 0.513889 loss_class_aux: 4.388095 loss_bbox_aux: 0.825884 loss_giou_aux: 3.266685 loss_class_dn: 0.365969 loss_bbox_dn: 0.135061 loss_giou_dn: 0.433362 loss_class_aux_dn: 2.006691 loss_bbox_aux_dn: 0.817651 loss_giou_aux_dn: 2.421853 loss: 16.354387 eta: 37 days, 5:33:34 batch_cost: 0.8353 data_cost: 0.0097 ips: 9.5778 images/s [07/21 11:59:02] ppdet.engine INFO: Epoch: [3] [ 9000/54024] learning_rate: 0.000100 loss_class: 0.658241 loss_bbox: 0.122324 loss_giou: 0.504069 loss_class_aux: 4.199676 loss_bbox_aux: 0.796573 loss_giou_aux: 3.156410 loss_class_dn: 0.350134 loss_bbox_dn: 0.127188 loss_giou_dn: 0.402431 loss_class_aux_dn: 1.859726 loss_bbox_aux_dn: 0.784458 loss_giou_aux_dn: 2.257118 loss: 15.208725 eta: 37 days, 5:17:07 batch_cost: 0.8432 data_cost: 0.0593 ips: 9.4875 images/s [07/21 12:00:30] ppdet.engine INFO: Epoch: [3] [ 9100/54024] learning_rate: 0.000100 loss_class: 0.715946 loss_bbox: 0.134861 loss_giou: 0.564327 loss_class_aux: 4.469314 loss_bbox_aux: 0.892858 loss_giou_aux: 3.541853 loss_class_dn: 0.369997 loss_bbox_dn: 0.135081 loss_giou_dn: 0.456472 loss_class_aux_dn: 1.970207 loss_bbox_aux_dn: 0.829270 loss_giou_aux_dn: 2.574289 loss: 16.762960 eta: 37 days, 4:55:07 batch_cost: 0.8346 data_cost: 0.0009 ips: 9.5854 images/s [07/21 12:02:05] ppdet.engine INFO: Epoch: [3] [ 9200/54024] learning_rate: 0.000100 loss_class: 0.710027 loss_bbox: 0.125004 loss_giou: 0.568245 loss_class_aux: 4.439052 loss_bbox_aux: 0.788281 loss_giou_aux: 3.526106 loss_class_dn: 0.374102 loss_bbox_dn: 0.130022 loss_giou_dn: 0.468188 loss_class_aux_dn: 1.982517 loss_bbox_aux_dn: 0.759393 loss_giou_aux_dn: 2.583935 loss: 16.796924 eta: 37 days, 5:15:12 batch_cost: 0.8964 data_cost: 0.0476 ips: 8.9246 images/s [07/21 12:03:36] ppdet.engine INFO: Epoch: [3] [ 9300/54024] learning_rate: 0.000100 loss_class: 0.694578 loss_bbox: 0.118032 loss_giou: 0.538120 loss_class_aux: 4.430663 loss_bbox_aux: 0.786401 loss_giou_aux: 3.363963 loss_class_dn: 0.362410 loss_bbox_dn: 0.126701 loss_giou_dn: 0.467988 loss_class_aux_dn: 1.961498 loss_bbox_aux_dn: 0.767018 loss_giou_aux_dn: 2.588262 loss: 16.084469 eta: 37 days, 5:13:33 batch_cost: 0.8645 data_cost: 0.0161 ips: 9.2539 images/s [07/21 12:05:26] ppdet.engine INFO: Epoch: [3] [ 9400/54024] learning_rate: 0.000100 loss_class: 0.760967 loss_bbox: 0.132744 loss_giou: 0.506573 loss_class_aux: 4.733218 loss_bbox_aux: 0.863358 loss_giou_aux: 3.187746 loss_class_dn: 0.363068 loss_bbox_dn: 0.140676 loss_giou_dn: 0.437204 loss_class_aux_dn: 1.962775 loss_bbox_aux_dn: 0.833828 loss_giou_aux_dn: 2.431452 loss: 16.533893 eta: 37 days, 7:15:00 batch_cost: 1.0512 data_cost: 0.0646 ips: 7.6102 images/s [07/21 12:06:49] ppdet.engine INFO: Epoch: [3] [ 9500/54024] learning_rate: 0.000100 loss_class: 0.689100 loss_bbox: 0.123738 loss_giou: 0.466390 loss_class_aux: 4.384110 loss_bbox_aux: 0.812714 loss_giou_aux: 2.933233 loss_class_dn: 0.338737 loss_bbox_dn: 0.122414 loss_giou_dn: 0.400916 loss_class_aux_dn: 1.824290 loss_bbox_aux_dn: 0.727686 loss_giou_aux_dn: 2.256083 loss: 15.206770 eta: 37 days, 6:16:39 batch_cost: 0.7795 data_cost: 0.0007 ips: 10.2625 images/s [07/21 12:08:23] ppdet.engine INFO: Epoch: [3] [ 9600/54024] learning_rate: 0.000100 loss_class: 0.729071 loss_bbox: 0.126166 loss_giou: 0.491188 loss_class_aux: 4.488986 loss_bbox_aux: 0.832736 loss_giou_aux: 3.088321 loss_class_dn: 0.349342 loss_bbox_dn: 0.122704 loss_giou_dn: 0.427592 loss_class_aux_dn: 1.889779 loss_bbox_aux_dn: 0.734968 loss_giou_aux_dn: 2.379424 loss: 15.637865 eta: 37 days, 6:32:33 batch_cost: 0.8927 data_cost: 0.0081 ips: 8.9614 images/s [07/21 12:09:51] ppdet.engine INFO: Epoch: [3] [ 9700/54024] learning_rate: 0.000100 loss_class: 0.738558 loss_bbox: 0.125673 loss_giou: 0.547052 loss_class_aux: 4.579783 loss_bbox_aux: 0.846638 loss_giou_aux: 3.423614 loss_class_dn: 0.363975 loss_bbox_dn: 0.127236 loss_giou_dn: 0.433775 loss_class_aux_dn: 1.917985 loss_bbox_aux_dn: 0.772491 loss_giou_aux_dn: 2.437016 loss: 16.344205 eta: 37 days, 6:01:44 batch_cost: 0.8202 data_cost: 0.0447 ips: 9.7541 images/s [07/21 12:11:18] ppdet.engine INFO: Epoch: [3] [ 9800/54024] learning_rate: 0.000100 loss_class: 0.769417 loss_bbox: 0.133071 loss_giou: 0.569504 loss_class_aux: 4.787148 loss_bbox_aux: 0.859924 loss_giou_aux: 3.546501 loss_class_dn: 0.376371 loss_bbox_dn: 0.137415 loss_giou_dn: 0.458995 loss_class_aux_dn: 2.007353 loss_bbox_aux_dn: 0.798973 loss_giou_aux_dn: 2.577245 loss: 17.643925 eta: 37 days, 5:29:18 batch_cost: 0.8166 data_cost: 0.0221 ips: 9.7964 images/s [07/21 12:12:49] ppdet.engine INFO: Epoch: [3] [ 9900/54024] learning_rate: 0.000100 loss_class: 0.734903 loss_bbox: 0.131771 loss_giou: 0.549031 loss_class_aux: 4.583388 loss_bbox_aux: 0.856814 loss_giou_aux: 3.423040 loss_class_dn: 0.370584 loss_bbox_dn: 0.134608 loss_giou_dn: 0.455314 loss_class_aux_dn: 1.996975 loss_bbox_aux_dn: 0.796235 loss_giou_aux_dn: 2.546443 loss: 16.660474 eta: 37 days, 5:26:54 batch_cost: 0.8636 data_cost: 0.0516 ips: 9.2631 images/s [07/21 12:14:12] ppdet.engine INFO: Epoch: [3] [10000/54024] learning_rate: 0.000100 loss_class: 0.770881 loss_bbox: 0.130707 loss_giou: 0.575666 loss_class_aux: 4.859577 loss_bbox_aux: 0.877934 loss_giou_aux: 3.596350 loss_class_dn: 0.394268 loss_bbox_dn: 0.133916 loss_giou_dn: 0.476212 loss_class_aux_dn: 2.078623 loss_bbox_aux_dn: 0.788432 loss_giou_aux_dn: 2.654541 loss: 17.740587 eta: 37 days, 4:36:44 batch_cost: 0.7865 data_cost: 0.0064 ips: 10.1716 images/s [07/21 12:15:45] ppdet.engine INFO: Epoch: [3] [10100/54024] learning_rate: 0.000100 loss_class: 0.701604 loss_bbox: 0.123930 loss_giou: 0.507242 loss_class_aux: 4.445013 loss_bbox_aux: 0.809570 loss_giou_aux: 3.194003 loss_class_dn: 0.352523 loss_bbox_dn: 0.122962 loss_giou_dn: 0.424921 loss_class_aux_dn: 1.880864 loss_bbox_aux_dn: 0.737490 loss_giou_aux_dn: 2.358464 loss: 15.761520 eta: 37 days, 4:43:14 batch_cost: 0.8773 data_cost: 0.0006 ips: 9.1187 images/s [07/21 12:17:06] ppdet.engine INFO: Epoch: [3] [10200/54024] learning_rate: 0.000100 loss_class: 0.748275 loss_bbox: 0.125621 loss_giou: 0.545614 loss_class_aux: 4.530758 loss_bbox_aux: 0.825697 loss_giou_aux: 3.375934 loss_class_dn: 0.356313 loss_bbox_dn: 0.129018 loss_giou_dn: 0.419937 loss_class_aux_dn: 1.910269 loss_bbox_aux_dn: 0.752741 loss_giou_aux_dn: 2.347889 loss: 15.760120 eta: 37 days, 3:39:09 batch_cost: 0.7613 data_cost: 0.0006 ips: 10.5077 images/s [07/21 12:18:45] ppdet.engine INFO: Epoch: [3] [10300/54024] learning_rate: 0.000100 loss_class: 0.740050 loss_bbox: 0.121954 loss_giou: 0.568297 loss_class_aux: 4.601987 loss_bbox_aux: 0.788083 loss_giou_aux: 3.541487 loss_class_dn: 0.374470 loss_bbox_dn: 0.119726 loss_giou_dn: 0.459991 loss_class_aux_dn: 2.036985 loss_bbox_aux_dn: 0.714587 loss_giou_aux_dn: 2.598207 loss: 16.707051 eta: 37 days, 4:27:42 batch_cost: 0.9466 data_cost: 0.0223 ips: 8.4514 images/s [07/21 12:20:15] ppdet.engine INFO: Epoch: [3] [10400/54024] learning_rate: 0.000100 loss_class: 0.650495 loss_bbox: 0.111992 loss_giou: 0.475958 loss_class_aux: 4.126847 loss_bbox_aux: 0.739837 loss_giou_aux: 2.983691 loss_class_dn: 0.323507 loss_bbox_dn: 0.120107 loss_giou_dn: 0.395474 loss_class_aux_dn: 1.747969 loss_bbox_aux_dn: 0.692336 loss_giou_aux_dn: 2.211289 loss: 15.079025 eta: 37 days, 4:13:59 batch_cost: 0.8437 data_cost: 0.0149 ips: 9.4822 images/s [07/21 12:21:36] ppdet.engine INFO: Epoch: [3] [10500/54024] learning_rate: 0.000100 loss_class: 0.742098 loss_bbox: 0.131418 loss_giou: 0.574577 loss_class_aux: 4.641911 loss_bbox_aux: 0.856111 loss_giou_aux: 3.552934 loss_class_dn: 0.370649 loss_bbox_dn: 0.139602 loss_giou_dn: 0.464455 loss_class_aux_dn: 1.998327 loss_bbox_aux_dn: 0.802472 loss_giou_aux_dn: 2.574741 loss: 16.631128 eta: 37 days, 3:08:54 batch_cost: 0.7562 data_cost: 0.0006 ips: 10.5790 images/s [07/21 12:23:11] ppdet.engine INFO: Epoch: [3] [10600/54024] learning_rate: 0.000100 loss_class: 0.736616 loss_bbox: 0.130323 loss_giou: 0.536843 loss_class_aux: 4.588972 loss_bbox_aux: 0.858521 loss_giou_aux: 3.391368 loss_class_dn: 0.368005 loss_bbox_dn: 0.131839 loss_giou_dn: 0.443368 loss_class_aux_dn: 2.002089 loss_bbox_aux_dn: 0.771498 loss_giou_aux_dn: 2.464711 loss: 16.830767 eta: 37 days, 3:34:53 batch_cost: 0.9100 data_cost: 0.0355 ips: 8.7914 images/s [07/21 12:24:48] ppdet.engine INFO: Epoch: [3] [10700/54024] learning_rate: 0.000100 loss_class: 0.720983 loss_bbox: 0.121952 loss_giou: 0.549278 loss_class_aux: 4.490922 loss_bbox_aux: 0.827805 loss_giou_aux: 3.443174 loss_class_dn: 0.359765 loss_bbox_dn: 0.131542 loss_giou_dn: 0.451458 loss_class_aux_dn: 1.919649 loss_bbox_aux_dn: 0.783470 loss_giou_aux_dn: 2.498904 loss: 16.828192 eta: 37 days, 4:02:30 batch_cost: 0.9137 data_cost: 0.0680 ips: 8.7556 images/s [07/21 12:26:09] ppdet.engine INFO: Epoch: [3] [10800/54024] learning_rate: 0.000100 loss_class: 0.686723 loss_bbox: 0.133121 loss_giou: 0.565128 loss_class_aux: 4.395496 loss_bbox_aux: 0.861938 loss_giou_aux: 3.540838 loss_class_dn: 0.368409 loss_bbox_dn: 0.126409 loss_giou_dn: 0.451087 loss_class_aux_dn: 1.964949 loss_bbox_aux_dn: 0.736494 loss_giou_aux_dn: 2.537929 loss: 16.643224 eta: 37 days, 3:04:43 batch_cost: 0.7657 data_cost: 0.0016 ips: 10.4474 images/s [07/21 12:27:39] ppdet.engine INFO: Epoch: [3] [10900/54024] learning_rate: 0.000100 loss_class: 0.709119 loss_bbox: 0.127459 loss_giou: 0.557876 loss_class_aux: 4.383718 loss_bbox_aux: 0.825289 loss_giou_aux: 3.528137 loss_class_dn: 0.379923 loss_bbox_dn: 0.128210 loss_giou_dn: 0.456726 loss_class_aux_dn: 1.982280 loss_bbox_aux_dn: 0.766689 loss_giou_aux_dn: 2.504388 loss: 16.741858 eta: 37 days, 2:56:01 batch_cost: 0.8503 data_cost: 0.0026 ips: 9.4086 images/s [07/21 12:29:13] ppdet.engine INFO: Epoch: [3] [11000/54024] learning_rate: 0.000100 loss_class: 0.708667 loss_bbox: 0.127488 loss_giou: 0.531721 loss_class_aux: 4.372404 loss_bbox_aux: 0.832519 loss_giou_aux: 3.329553 loss_class_dn: 0.360810 loss_bbox_dn: 0.130583 loss_giou_dn: 0.435395 loss_class_aux_dn: 1.930772 loss_bbox_aux_dn: 0.779788 loss_giou_aux_dn: 2.413063 loss: 16.412150 eta: 37 days, 3:07:03 batch_cost: 0.8851 data_cost: 0.0880 ips: 9.0388 images/s [07/21 12:30:39] ppdet.engine INFO: Epoch: [3] [11100/54024] learning_rate: 0.000100 loss_class: 0.719176 loss_bbox: 0.138949 loss_giou: 0.581061 loss_class_aux: 4.632330 loss_bbox_aux: 0.902396 loss_giou_aux: 3.671707 loss_class_dn: 0.386333 loss_bbox_dn: 0.142948 loss_giou_dn: 0.478726 loss_class_aux_dn: 2.074737 loss_bbox_aux_dn: 0.830283 loss_giou_aux_dn: 2.664751 loss: 17.884665 eta: 37 days, 2:35:56 batch_cost: 0.8100 data_cost: 0.0442 ips: 9.8770 images/s [07/21 12:32:04] ppdet.engine INFO: Epoch: [3] [11200/54024] learning_rate: 0.000100 loss_class: 0.724166 loss_bbox: 0.124590 loss_giou: 0.568364 loss_class_aux: 4.529943 loss_bbox_aux: 0.810233 loss_giou_aux: 3.488268 loss_class_dn: 0.359110 loss_bbox_dn: 0.117681 loss_giou_dn: 0.445442 loss_class_aux_dn: 1.978150 loss_bbox_aux_dn: 0.707119 loss_giou_aux_dn: 2.497750 loss: 16.566088 eta: 37 days, 2:00:47 batch_cost: 0.8017 data_cost: 0.0006 ips: 9.9787 images/s [07/21 12:33:58] ppdet.engine INFO: Epoch: [3] [11300/54024] learning_rate: 0.000100 loss_class: 0.700308 loss_bbox: 0.127413 loss_giou: 0.533054 loss_class_aux: 4.336988 loss_bbox_aux: 0.829074 loss_giou_aux: 3.315351 loss_class_dn: 0.364035 loss_bbox_dn: 0.131995 loss_giou_dn: 0.434475 loss_class_aux_dn: 1.933984 loss_bbox_aux_dn: 0.801937 loss_giou_aux_dn: 2.423141 loss: 16.186839 eta: 37 days, 4:04:29 batch_cost: 1.0904 data_cost: 0.1201 ips: 7.3365 images/s [07/21 12:35:30] ppdet.engine INFO: Epoch: [3] [11400/54024] learning_rate: 0.000100 loss_class: 0.708486 loss_bbox: 0.122837 loss_giou: 0.558073 loss_class_aux: 4.371511 loss_bbox_aux: 0.826928 loss_giou_aux: 3.377590 loss_class_dn: 0.381531 loss_bbox_dn: 0.137243 loss_giou_dn: 0.452529 loss_class_aux_dn: 2.050951 loss_bbox_aux_dn: 0.816031 loss_giou_aux_dn: 2.503983 loss: 17.125779 eta: 37 days, 4:07:47 batch_cost: 0.8729 data_cost: 0.0603 ips: 9.1650 images/s [07/21 12:36:59] ppdet.engine INFO: Epoch: [3] [11500/54024] learning_rate: 0.000100 loss_class: 0.721265 loss_bbox: 0.131113 loss_giou: 0.577557 loss_class_aux: 4.524470 loss_bbox_aux: 0.862300 loss_giou_aux: 3.645433 loss_class_dn: 0.368604 loss_bbox_dn: 0.133334 loss_giou_dn: 0.474858 loss_class_aux_dn: 1.977208 loss_bbox_aux_dn: 0.785174 loss_giou_aux_dn: 2.607352 loss: 17.031624 eta: 37 days, 3:49:40 batch_cost: 0.8332 data_cost: 0.0006 ips: 9.6011 images/s [07/21 12:38:23] ppdet.engine INFO: Epoch: [3] [11600/54024] learning_rate: 0.000100 loss_class: 0.722068 loss_bbox: 0.124187 loss_giou: 0.550208 loss_class_aux: 4.487140 loss_bbox_aux: 0.833034 loss_giou_aux: 3.427924 loss_class_dn: 0.378202 loss_bbox_dn: 0.127010 loss_giou_dn: 0.445848 loss_class_aux_dn: 2.014292 loss_bbox_aux_dn: 0.762682 loss_giou_aux_dn: 2.487394 loss: 16.770257 eta: 37 days, 3:12:34 batch_cost: 0.7972 data_cost: 0.0006 ips: 10.0354 images/s [07/21 12:39:54] ppdet.engine INFO: Epoch: [3] [11700/54024] learning_rate: 0.000100 loss_class: 0.715817 loss_bbox: 0.122805 loss_giou: 0.571541 loss_class_aux: 4.452775 loss_bbox_aux: 0.795156 loss_giou_aux: 3.546543 loss_class_dn: 0.356244 loss_bbox_dn: 0.129772 loss_giou_dn: 0.474961 loss_class_aux_dn: 1.926126 loss_bbox_aux_dn: 0.763210 loss_giou_aux_dn: 2.617016 loss: 16.277368 eta: 37 days, 3:08:41 batch_cost: 0.8587 data_cost: 0.0725 ips: 9.3159 images/s [07/21 12:41:18] ppdet.engine INFO: Epoch: [3] [11800/54024] learning_rate: 0.000100 loss_class: 0.740154 loss_bbox: 0.128085 loss_giou: 0.487321 loss_class_aux: 4.591437 loss_bbox_aux: 0.846515 loss_giou_aux: 3.048332 loss_class_dn: 0.374532 loss_bbox_dn: 0.134094 loss_giou_dn: 0.431979 loss_class_aux_dn: 1.982504 loss_bbox_aux_dn: 0.814793 loss_giou_aux_dn: 2.414081 loss: 16.663096 eta: 37 days, 2:30:20 batch_cost: 0.7930 data_cost: 0.0197 ips: 10.0883 images/s [07/21 12:42:39] ppdet.engine INFO: Epoch: [3] [11900/54024] learning_rate: 0.000100 loss_class: 0.722398 loss_bbox: 0.125470 loss_giou: 0.562596 loss_class_aux: 4.488113 loss_bbox_aux: 0.814200 loss_giou_aux: 3.549370 loss_class_dn: 0.375423 loss_bbox_dn: 0.129957 loss_giou_dn: 0.469222 loss_class_aux_dn: 1.994823 loss_bbox_aux_dn: 0.778851 loss_giou_aux_dn: 2.628653 loss: 17.307636 eta: 37 days, 1:36:41 batch_cost: 0.7624 data_cost: 0.0006 ips: 10.4928 images/s [07/21 12:44:01] ppdet.engine INFO: Epoch: [3] [12000/54024] learning_rate: 0.000100 loss_class: 0.726369 loss_bbox: 0.123402 loss_giou: 0.541895 loss_class_aux: 4.492530 loss_bbox_aux: 0.820842 loss_giou_aux: 3.359900 loss_class_dn: 0.374430 loss_bbox_dn: 0.135911 loss_giou_dn: 0.449771 loss_class_aux_dn: 2.010496 loss_bbox_aux_dn: 0.807443 loss_giou_aux_dn: 2.523647 loss: 16.575282 eta: 37 days, 0:46:33 batch_cost: 0.7675 data_cost: 0.0005 ips: 10.4232 images/s [07/21 12:45:39] ppdet.engine INFO: Epoch: [3] [12100/54024] learning_rate: 0.000100 loss_class: 0.760044 loss_bbox: 0.135967 loss_giou: 0.600999 loss_class_aux: 4.701675 loss_bbox_aux: 0.875927 loss_giou_aux: 3.687747 loss_class_dn: 0.392868 loss_bbox_dn: 0.130264 loss_giou_dn: 0.477947 loss_class_aux_dn: 2.110103 loss_bbox_aux_dn: 0.787602 loss_giou_aux_dn: 2.622981 loss: 17.801481 eta: 37 days, 1:20:11 batch_cost: 0.9296 data_cost: 0.0388 ips: 8.6057 images/s [07/21 12:47:15] ppdet.engine INFO: Epoch: [3] [12200/54024] learning_rate: 0.000100 loss_class: 0.715030 loss_bbox: 0.129557 loss_giou: 0.580774 loss_class_aux: 4.297263 loss_bbox_aux: 0.832417 loss_giou_aux: 3.616682 loss_class_dn: 0.369935 loss_bbox_dn: 0.131273 loss_giou_dn: 0.465870 loss_class_aux_dn: 1.978812 loss_bbox_aux_dn: 0.780677 loss_giou_aux_dn: 2.566489 loss: 16.322899 eta: 37 days, 1:44:01 batch_cost: 0.9115 data_cost: 0.0948 ips: 8.7770 images/s [07/21 12:48:40] ppdet.engine INFO: Epoch: [3] [12300/54024] learning_rate: 0.000100 loss_class: 0.724428 loss_bbox: 0.124966 loss_giou: 0.599660 loss_class_aux: 4.578564 loss_bbox_aux: 0.822656 loss_giou_aux: 3.778600 loss_class_dn: 0.382368 loss_bbox_dn: 0.121434 loss_giou_dn: 0.488400 loss_class_aux_dn: 2.048621 loss_bbox_aux_dn: 0.730487 loss_giou_aux_dn: 2.699920 loss: 16.928934 eta: 37 days, 1:10:37 batch_cost: 0.7986 data_cost: 0.0096 ips: 10.0177 images/s [07/21 12:50:07] ppdet.engine INFO: Epoch: [3] [12400/54024] learning_rate: 0.000100 loss_class: 0.747603 loss_bbox: 0.126510 loss_giou: 0.509799 loss_class_aux: 4.624314 loss_bbox_aux: 0.833726 loss_giou_aux: 3.258425 loss_class_dn: 0.362637 loss_bbox_dn: 0.133103 loss_giou_dn: 0.422053 loss_class_aux_dn: 1.932982 loss_bbox_aux_dn: 0.783231 loss_giou_aux_dn: 2.419200 loss: 16.294959 eta: 37 days, 0:48:11 batch_cost: 0.8195 data_cost: 0.0011 ips: 9.7618 images/s [07/21 12:51:52] ppdet.engine INFO: Epoch: [3] [12500/54024] learning_rate: 0.000100 loss_class: 0.754545 loss_bbox: 0.124171 loss_giou: 0.593354 loss_class_aux: 4.727954 loss_bbox_aux: 0.824663 loss_giou_aux: 3.741131 loss_class_dn: 0.378440 loss_bbox_dn: 0.126095 loss_giou_dn: 0.493643 loss_class_aux_dn: 2.042888 loss_bbox_aux_dn: 0.750499 loss_giou_aux_dn: 2.724989 loss: 16.942889 eta: 37 days, 1:57:15 batch_cost: 1.0036 data_cost: 0.0488 ips: 7.9715 images/s [07/21 12:53:27] ppdet.engine INFO: Epoch: [3] [12600/54024] learning_rate: 0.000100 loss_class: 0.718856 loss_bbox: 0.123898 loss_giou: 0.525765 loss_class_aux: 4.551820 loss_bbox_aux: 0.808437 loss_giou_aux: 3.291459 loss_class_dn: 0.365405 loss_bbox_dn: 0.139946 loss_giou_dn: 0.442153 loss_class_aux_dn: 1.953794 loss_bbox_aux_dn: 0.804908 loss_giou_aux_dn: 2.469053 loss: 16.200241 eta: 37 days, 2:14:49 batch_cost: 0.9011 data_cost: 0.0235 ips: 8.8785 images/s [07/21 12:54:55] ppdet.engine INFO: Epoch: [3] [12700/54024] learning_rate: 0.000100 loss_class: 0.687642 loss_bbox: 0.132558 loss_giou: 0.511943 loss_class_aux: 4.219325 loss_bbox_aux: 0.837733 loss_giou_aux: 3.247274 loss_class_dn: 0.355361 loss_bbox_dn: 0.127413 loss_giou_dn: 0.428613 loss_class_aux_dn: 1.919342 loss_bbox_aux_dn: 0.737954 loss_giou_aux_dn: 2.427116 loss: 15.668610 eta: 37 days, 2:00:43 batch_cost: 0.8367 data_cost: 0.0309 ips: 9.5614 images/s [07/21 12:56:24] ppdet.engine INFO: Epoch: [3] [12800/54024] learning_rate: 0.000100 loss_class: 0.686625 loss_bbox: 0.124016 loss_giou: 0.513406 loss_class_aux: 4.248091 loss_bbox_aux: 0.811926 loss_giou_aux: 3.179122 loss_class_dn: 0.349348 loss_bbox_dn: 0.132847 loss_giou_dn: 0.439098 loss_class_aux_dn: 1.880657 loss_bbox_aux_dn: 0.770859 loss_giou_aux_dn: 2.431164 loss: 15.682819 eta: 37 days, 1:49:17 batch_cost: 0.8418 data_cost: 0.0157 ips: 9.5035 images/s [07/21 12:58:14] ppdet.engine INFO: Epoch: [3] [12900/54024] learning_rate: 0.000100 loss_class: 0.745173 loss_bbox: 0.131733 loss_giou: 0.536531 loss_class_aux: 4.697910 loss_bbox_aux: 0.819229 loss_giou_aux: 3.449688 loss_class_dn: 0.379533 loss_bbox_dn: 0.126286 loss_giou_dn: 0.473523 loss_class_aux_dn: 2.071778 loss_bbox_aux_dn: 0.728177 loss_giou_aux_dn: 2.646220 loss: 17.226928 eta: 37 days, 3:16:54 batch_cost: 1.0479 data_cost: 0.0113 ips: 7.6345 images/s [07/21 12:59:42] ppdet.engine INFO: Epoch: [3] [13000/54024] learning_rate: 0.000100 loss_class: 0.713265 loss_bbox: 0.125292 loss_giou: 0.515673 loss_class_aux: 4.432607 loss_bbox_aux: 0.822519 loss_giou_aux: 3.212376 loss_class_dn: 0.358835 loss_bbox_dn: 0.135913 loss_giou_dn: 0.422162 loss_class_aux_dn: 1.925784 loss_bbox_aux_dn: 0.826060 loss_giou_aux_dn: 2.372501 loss: 15.797650 eta: 37 days, 3:03:14 batch_cost: 0.8381 data_cost: 0.0083 ips: 9.5457 images/s [07/21 13:01:05] ppdet.engine INFO: Epoch: [3] [13100/54024] learning_rate: 0.000100 loss_class: 0.727591 loss_bbox: 0.121009 loss_giou: 0.593732 loss_class_aux: 4.508802 loss_bbox_aux: 0.797765 loss_giou_aux: 3.740684 loss_class_dn: 0.389478 loss_bbox_dn: 0.121138 loss_giou_dn: 0.490589 loss_class_aux_dn: 2.058772 loss_bbox_aux_dn: 0.733044 loss_giou_aux_dn: 2.683522 loss: 17.324279 eta: 37 days, 2:21:38 batch_cost: 0.7786 data_cost: 0.0031 ips: 10.2754 images/s [07/21 13:02:38] ppdet.engine INFO: Epoch: [3] [13200/54024] learning_rate: 0.000100 loss_class: 0.722661 loss_bbox: 0.122070 loss_giou: 0.517056 loss_class_aux: 4.520116 loss_bbox_aux: 0.828772 loss_giou_aux: 3.250405 loss_class_dn: 0.357921 loss_bbox_dn: 0.133289 loss_giou_dn: 0.422687 loss_class_aux_dn: 1.904114 loss_bbox_aux_dn: 0.785253 loss_giou_aux_dn: 2.360713 loss: 16.101532 eta: 37 days, 2:25:49 batch_cost: 0.8749 data_cost: 0.0456 ips: 9.1441 images/s [07/21 13:04:01] ppdet.engine INFO: Epoch: [3] [13300/54024] learning_rate: 0.000100 loss_class: 0.775692 loss_bbox: 0.127368 loss_giou: 0.577251 loss_class_aux: 4.768374 loss_bbox_aux: 0.820635 loss_giou_aux: 3.639531 loss_class_dn: 0.388448 loss_bbox_dn: 0.126965 loss_giou_dn: 0.478518 loss_class_aux_dn: 2.104001 loss_bbox_aux_dn: 0.774229 loss_giou_aux_dn: 2.636315 loss: 17.538231 eta: 37 days, 1:50:04 batch_cost: 0.7893 data_cost: 0.0006 ips: 10.1357 images/s [07/21 13:05:48] ppdet.engine INFO: Epoch: [3] [13400/54024] learning_rate: 0.000100 loss_class: 0.680754 loss_bbox: 0.127622 loss_giou: 0.488524 loss_class_aux: 4.216618 loss_bbox_aux: 0.831925 loss_giou_aux: 3.097264 loss_class_dn: 0.349702 loss_bbox_dn: 0.138805 loss_giou_dn: 0.415401 loss_class_aux_dn: 1.866475 loss_bbox_aux_dn: 0.823734 loss_giou_aux_dn: 2.328790 loss: 15.777748 eta: 37 days, 2:57:36 batch_cost: 1.0117 data_cost: 0.1794 ips: 7.9072 images/s [07/21 13:07:20] ppdet.engine INFO: Epoch: [3] [13500/54024] learning_rate: 0.000100 loss_class: 0.737464 loss_bbox: 0.124143 loss_giou: 0.601474 loss_class_aux: 4.626541 loss_bbox_aux: 0.813372 loss_giou_aux: 3.695651 loss_class_dn: 0.383400 loss_bbox_dn: 0.122534 loss_giou_dn: 0.480164 loss_class_aux_dn: 2.049588 loss_bbox_aux_dn: 0.756384 loss_giou_aux_dn: 2.682722 loss: 17.160208 eta: 37 days, 3:00:56 batch_cost: 0.8740 data_cost: 0.0006 ips: 9.1537 images/s [07/21 13:09:01] ppdet.engine INFO: Epoch: [3] [13600/54024] learning_rate: 0.000100 loss_class: 0.731386 loss_bbox: 0.130325 loss_giou: 0.535884 loss_class_aux: 4.599293 loss_bbox_aux: 0.873241 loss_giou_aux: 3.329103 loss_class_dn: 0.377754 loss_bbox_dn: 0.133908 loss_giou_dn: 0.458201 loss_class_aux_dn: 2.036581 loss_bbox_aux_dn: 0.811427 loss_giou_aux_dn: 2.558293 loss: 17.155386 eta: 37 days, 3:45:43 batch_cost: 0.9652 data_cost: 0.0224 ips: 8.2884 images/s [07/21 13:10:27] ppdet.engine INFO: Epoch: [3] [13700/54024] learning_rate: 0.000100 loss_class: 0.739993 loss_bbox: 0.126484 loss_giou: 0.559133 loss_class_aux: 4.535346 loss_bbox_aux: 0.835358 loss_giou_aux: 3.509797 loss_class_dn: 0.383023 loss_bbox_dn: 0.125441 loss_giou_dn: 0.453203 loss_class_aux_dn: 2.052584 loss_bbox_aux_dn: 0.733476 loss_giou_aux_dn: 2.513594 loss: 16.857460 eta: 37 days, 3:20:28 batch_cost: 0.8117 data_cost: 0.0006 ips: 9.8565 images/s [07/21 13:11:59] ppdet.engine INFO: Epoch: [3] [13800/54024] learning_rate: 0.000100 loss_class: 0.742092 loss_bbox: 0.129008 loss_giou: 0.530505 loss_class_aux: 4.649173 loss_bbox_aux: 0.845872 loss_giou_aux: 3.375916 loss_class_dn: 0.372217 loss_bbox_dn: 0.132357 loss_giou_dn: 0.435060 loss_class_aux_dn: 2.015307 loss_bbox_aux_dn: 0.811596 loss_giou_aux_dn: 2.444057 loss: 16.265541 eta: 37 days, 3:22:26 batch_cost: 0.8716 data_cost: 0.0006 ips: 9.1784 images/s [07/21 13:13:26] ppdet.engine INFO: Epoch: [3] [13900/54024] learning_rate: 0.000100 loss_class: 0.721743 loss_bbox: 0.126783 loss_giou: 0.574315 loss_class_aux: 4.411614 loss_bbox_aux: 0.806425 loss_giou_aux: 3.584883 loss_class_dn: 0.365835 loss_bbox_dn: 0.122901 loss_giou_dn: 0.450578 loss_class_aux_dn: 1.942108 loss_bbox_aux_dn: 0.738499 loss_giou_aux_dn: 2.470149 loss: 16.661666 eta: 37 days, 3:03:24 batch_cost: 0.8245 data_cost: 0.0369 ips: 9.7026 images/s [07/21 13:15:00] ppdet.engine INFO: Epoch: [3] [14000/54024] learning_rate: 0.000100 loss_class: 0.718659 loss_bbox: 0.131276 loss_giou: 0.552384 loss_class_aux: 4.436281 loss_bbox_aux: 0.854665 loss_giou_aux: 3.423178 loss_class_dn: 0.358537 loss_bbox_dn: 0.136685 loss_giou_dn: 0.437139 loss_class_aux_dn: 1.942050 loss_bbox_aux_dn: 0.794847 loss_giou_aux_dn: 2.455304 loss: 16.256371 eta: 37 days, 3:11:42 batch_cost: 0.8858 data_cost: 0.0815 ips: 9.0312 images/s [07/21 13:16:37] ppdet.engine INFO: Epoch: [3] [14100/54024] learning_rate: 0.000100 loss_class: 0.726310 loss_bbox: 0.119346 loss_giou: 0.578676 loss_class_aux: 4.604210 loss_bbox_aux: 0.786752 loss_giou_aux: 3.633823 loss_class_dn: 0.380262 loss_bbox_dn: 0.122827 loss_giou_dn: 0.452463 loss_class_aux_dn: 2.056596 loss_bbox_aux_dn: 0.747019 loss_giou_aux_dn: 2.539414 loss: 16.576919 eta: 37 days, 3:37:22 batch_cost: 0.9257 data_cost: 0.1035 ips: 8.6425 images/s [07/21 13:18:01] ppdet.engine INFO: Epoch: [3] [14200/54024] learning_rate: 0.000100 loss_class: 0.682590 loss_bbox: 0.117679 loss_giou: 0.489088 loss_class_aux: 4.226483 loss_bbox_aux: 0.753483 loss_giou_aux: 3.084801 loss_class_dn: 0.340420 loss_bbox_dn: 0.125665 loss_giou_dn: 0.415250 loss_class_aux_dn: 1.835564 loss_bbox_aux_dn: 0.751159 loss_giou_aux_dn: 2.303406 loss: 15.182612 eta: 37 days, 3:01:43 batch_cost: 0.7859 data_cost: 0.0087 ips: 10.1797 images/s [07/21 13:19:35] ppdet.engine INFO: Epoch: [3] [14300/54024] learning_rate: 0.000100 loss_class: 0.706344 loss_bbox: 0.120281 loss_giou: 0.493325 loss_class_aux: 4.365419 loss_bbox_aux: 0.794548 loss_giou_aux: 3.133636 loss_class_dn: 0.366741 loss_bbox_dn: 0.120207 loss_giou_dn: 0.421450 loss_class_aux_dn: 1.956205 loss_bbox_aux_dn: 0.720393 loss_giou_aux_dn: 2.369644 loss: 15.757210 eta: 37 days, 3:08:26 batch_cost: 0.8826 data_cost: 0.0007 ips: 9.0639 images/s [07/21 13:21:05] ppdet.engine INFO: Epoch: [3] [14400/54024] learning_rate: 0.000100 loss_class: 0.731069 loss_bbox: 0.120299 loss_giou: 0.539267 loss_class_aux: 4.576148 loss_bbox_aux: 0.818194 loss_giou_aux: 3.368263 loss_class_dn: 0.362610 loss_bbox_dn: 0.134795 loss_giou_dn: 0.440807 loss_class_aux_dn: 1.959314 loss_bbox_aux_dn: 0.796536 loss_giou_aux_dn: 2.471994 loss: 16.447612 eta: 37 days, 3:03:47 batch_cost: 0.8565 data_cost: 0.0006 ips: 9.3404 images/s [07/21 13:22:33] ppdet.engine INFO: Epoch: [3] [14500/54024] learning_rate: 0.000100 loss_class: 0.697412 loss_bbox: 0.126034 loss_giou: 0.544352 loss_class_aux: 4.344223 loss_bbox_aux: 0.833799 loss_giou_aux: 3.363224 loss_class_dn: 0.348795 loss_bbox_dn: 0.136980 loss_giou_dn: 0.449012 loss_class_aux_dn: 1.849110 loss_bbox_aux_dn: 0.779630 loss_giou_aux_dn: 2.499726 loss: 15.870859 eta: 37 days, 2:49:12 batch_cost: 0.8331 data_cost: 0.0072 ips: 9.6030 images/s [07/21 13:23:59] ppdet.engine INFO: Epoch: [3] [14600/54024] learning_rate: 0.000100 loss_class: 0.695250 loss_bbox: 0.128242 loss_giou: 0.562097 loss_class_aux: 4.276344 loss_bbox_aux: 0.844032 loss_giou_aux: 3.478116 loss_class_dn: 0.362115 loss_bbox_dn: 0.129189 loss_giou_dn: 0.441334 loss_class_aux_dn: 1.967542 loss_bbox_aux_dn: 0.772837 loss_giou_aux_dn: 2.467511 loss: 16.381070 eta: 37 days, 2:24:24 batch_cost: 0.8086 data_cost: 0.0280 ips: 9.8942 images/s [07/21 13:25:45] ppdet.engine INFO: Epoch: [3] [14700/54024] learning_rate: 0.000100 loss_class: 0.731316 loss_bbox: 0.131566 loss_giou: 0.558029 loss_class_aux: 4.565169 loss_bbox_aux: 0.846014 loss_giou_aux: 3.499364 loss_class_dn: 0.365861 loss_bbox_dn: 0.130565 loss_giou_dn: 0.460402 loss_class_aux_dn: 1.971403 loss_bbox_aux_dn: 0.770496 loss_giou_aux_dn: 2.563354 loss: 16.477536 eta: 37 days, 3:26:08 batch_cost: 1.0134 data_cost: 0.0343 ips: 7.8943 images/s [07/21 13:27:31] ppdet.engine INFO: Epoch: [3] [14800/54024] learning_rate: 0.000100 loss_class: 0.738546 loss_bbox: 0.124900 loss_giou: 0.516684 loss_class_aux: 4.587455 loss_bbox_aux: 0.834808 loss_giou_aux: 3.265175 loss_class_dn: 0.364505 loss_bbox_dn: 0.128257 loss_giou_dn: 0.419314 loss_class_aux_dn: 1.936303 loss_bbox_aux_dn: 0.785874 loss_giou_aux_dn: 2.381644 loss: 16.351324 eta: 37 days, 4:25:41 batch_cost: 1.0102 data_cost: 0.0566 ips: 7.9194 images/s [07/21 13:29:06] ppdet.engine INFO: Epoch: [3] [14900/54024] learning_rate: 0.000100 loss_class: 0.712763 loss_bbox: 0.134554 loss_giou: 0.510168 loss_class_aux: 4.465643 loss_bbox_aux: 0.843607 loss_giou_aux: 3.211181 loss_class_dn: 0.359832 loss_bbox_dn: 0.121303 loss_giou_dn: 0.427386 loss_class_aux_dn: 1.922421 loss_bbox_aux_dn: 0.732079 loss_giou_aux_dn: 2.372895 loss: 16.452294 eta: 37 days, 4:37:00 batch_cost: 0.8960 data_cost: 0.0481 ips: 8.9285 images/s [07/21 13:30:28] ppdet.engine INFO: Epoch: [3] [15000/54024] learning_rate: 0.000100 loss_class: 0.704766 loss_bbox: 0.123791 loss_giou: 0.515441 loss_class_aux: 4.321321 loss_bbox_aux: 0.798997 loss_giou_aux: 3.164978 loss_class_dn: 0.363993 loss_bbox_dn: 0.125766 loss_giou_dn: 0.421808 loss_class_aux_dn: 1.913330 loss_bbox_aux_dn: 0.773226 loss_giou_aux_dn: 2.403749 loss: 15.829540 eta: 37 days, 3:54:30 batch_cost: 0.7660 data_cost: 0.0006 ips: 10.4441 images/s [07/21 13:32:02] ppdet.engine INFO: Epoch: [3] [15100/54024] learning_rate: 0.000100 loss_class: 0.700130 loss_bbox: 0.117834 loss_giou: 0.531434 loss_class_aux: 4.368484 loss_bbox_aux: 0.779988 loss_giou_aux: 3.324374 loss_class_dn: 0.349554 loss_bbox_dn: 0.125466 loss_giou_dn: 0.432456 loss_class_aux_dn: 1.889024 loss_bbox_aux_dn: 0.759963 loss_giou_aux_dn: 2.393728 loss: 16.012320 eta: 37 days, 4:06:29 batch_cost: 0.8976 data_cost: 0.1358 ips: 8.9127 images/s [07/21 13:33:29] ppdet.engine INFO: Epoch: [3] [15200/54024] learning_rate: 0.000100 loss_class: 0.750541 loss_bbox: 0.121790 loss_giou: 0.557203 loss_class_aux: 4.596986 loss_bbox_aux: 0.815420 loss_giou_aux: 3.429627 loss_class_dn: 0.375670 loss_bbox_dn: 0.127914 loss_giou_dn: 0.465634 loss_class_aux_dn: 2.051405 loss_bbox_aux_dn: 0.766109 loss_giou_aux_dn: 2.580290 loss: 16.861595 eta: 37 days, 3:44:44 batch_cost: 0.8152 data_cost: 0.0007 ips: 9.8141 images/s [07/21 13:35:03] ppdet.engine INFO: Epoch: [3] [15300/54024] learning_rate: 0.000100 loss_class: 0.766386 loss_bbox: 0.127471 loss_giou: 0.571416 loss_class_aux: 4.777938 loss_bbox_aux: 0.834839 loss_giou_aux: 3.578657 loss_class_dn: 0.388571 loss_bbox_dn: 0.138302 loss_giou_dn: 0.468516 loss_class_aux_dn: 2.107404 loss_bbox_aux_dn: 0.812930 loss_giou_aux_dn: 2.607357 loss: 17.413637 eta: 37 days, 3:58:00 batch_cost: 0.9011 data_cost: 0.0006 ips: 8.8778 images/s [07/21 13:36:25] ppdet.engine INFO: Epoch: [3] [15400/54024] learning_rate: 0.000100 loss_class: 0.689361 loss_bbox: 0.117917 loss_giou: 0.505599 loss_class_aux: 4.190319 loss_bbox_aux: 0.795798 loss_giou_aux: 3.178018 loss_class_dn: 0.358630 loss_bbox_dn: 0.127647 loss_giou_dn: 0.416159 loss_class_aux_dn: 1.928065 loss_bbox_aux_dn: 0.735405 loss_giou_aux_dn: 2.327893 loss: 15.438643 eta: 37 days, 3:17:18 batch_cost: 0.7672 data_cost: 0.0008 ips: 10.4269 images/s [07/21 13:37:49] ppdet.engine INFO: Epoch: [3] [15500/54024] learning_rate: 0.000100 loss_class: 0.709649 loss_bbox: 0.114587 loss_giou: 0.519495 loss_class_aux: 4.364387 loss_bbox_aux: 0.754328 loss_giou_aux: 3.282337 loss_class_dn: 0.359423 loss_bbox_dn: 0.114628 loss_giou_dn: 0.438884 loss_class_aux_dn: 1.949691 loss_bbox_aux_dn: 0.692457 loss_giou_aux_dn: 2.437772 loss: 16.083432 eta: 37 days, 2:47:25 batch_cost: 0.7931 data_cost: 0.0006 ips: 10.0875 images/s [07/21 13:39:14] ppdet.engine INFO: Epoch: [3] [15600/54024] learning_rate: 0.000100 loss_class: 0.719566 loss_bbox: 0.127372 loss_giou: 0.540806 loss_class_aux: 4.476257 loss_bbox_aux: 0.854275 loss_giou_aux: 3.399962 loss_class_dn: 0.374739 loss_bbox_dn: 0.135649 loss_giou_dn: 0.454811 loss_class_aux_dn: 2.009243 loss_bbox_aux_dn: 0.819230 loss_giou_aux_dn: 2.543816 loss: 16.639284 eta: 37 days, 2:20:33 batch_cost: 0.7998 data_cost: 0.0310 ips: 10.0026 images/s [07/21 13:40:38] ppdet.engine INFO: Epoch: [3] [15700/54024] learning_rate: 0.000100 loss_class: 0.732422 loss_bbox: 0.118774 loss_giou: 0.544074 loss_class_aux: 4.641673 loss_bbox_aux: 0.803017 loss_giou_aux: 3.425461 loss_class_dn: 0.368118 loss_bbox_dn: 0.120737 loss_giou_dn: 0.439523 loss_class_aux_dn: 1.974175 loss_bbox_aux_dn: 0.754939 loss_giou_aux_dn: 2.466365 loss: 16.437156 eta: 37 days, 1:49:37 batch_cost: 0.7886 data_cost: 0.0134 ips: 10.1446 images/s [07/21 13:42:12] ppdet.engine INFO: Epoch: [3] [15800/54024] learning_rate: 0.000100 loss_class: 0.684364 loss_bbox: 0.116891 loss_giou: 0.488541 loss_class_aux: 4.251046 loss_bbox_aux: 0.762292 loss_giou_aux: 3.097142 loss_class_dn: 0.332543 loss_bbox_dn: 0.119191 loss_giou_dn: 0.408576 loss_class_aux_dn: 1.823620 loss_bbox_aux_dn: 0.715100 loss_giou_aux_dn: 2.262529 loss: 15.049633 eta: 37 days, 2:00:19 batch_cost: 0.8940 data_cost: 0.0774 ips: 8.9487 images/s [07/21 13:43:38] ppdet.engine INFO: Epoch: [3] [15900/54024] learning_rate: 0.000100 loss_class: 0.745920 loss_bbox: 0.127630 loss_giou: 0.539082 loss_class_aux: 4.653082 loss_bbox_aux: 0.844495 loss_giou_aux: 3.372911 loss_class_dn: 0.376475 loss_bbox_dn: 0.136256 loss_giou_dn: 0.441369 loss_class_aux_dn: 2.038333 loss_bbox_aux_dn: 0.817094 loss_giou_aux_dn: 2.471444 loss: 16.654679 eta: 37 days, 1:36:22 batch_cost: 0.8054 data_cost: 0.0489 ips: 9.9335 images/s [07/21 13:45:06] ppdet.engine INFO: Epoch: [3] [16000/54024] learning_rate: 0.000100 loss_class: 0.734741 loss_bbox: 0.127191 loss_giou: 0.511177 loss_class_aux: 4.573366 loss_bbox_aux: 0.834352 loss_giou_aux: 3.231338 loss_class_dn: 0.362247 loss_bbox_dn: 0.124210 loss_giou_dn: 0.416243 loss_class_aux_dn: 1.956494 loss_bbox_aux_dn: 0.744483 loss_giou_aux_dn: 2.375158 loss: 16.390521 eta: 37 days, 1:24:04 batch_cost: 0.8347 data_cost: 0.0285 ips: 9.5842 images/s [07/21 13:46:34] ppdet.engine INFO: Epoch: [3] [16100/54024] learning_rate: 0.000100 loss_class: 0.709542 loss_bbox: 0.126177 loss_giou: 0.551881 loss_class_aux: 4.356493 loss_bbox_aux: 0.797968 loss_giou_aux: 3.454660 loss_class_dn: 0.364392 loss_bbox_dn: 0.127020 loss_giou_dn: 0.420346 loss_class_aux_dn: 1.956520 loss_bbox_aux_dn: 0.761415 loss_giou_aux_dn: 2.384612 loss: 16.324770 eta: 37 days, 1:09:54 batch_cost: 0.8295 data_cost: 0.0240 ips: 9.6441 images/s [07/21 13:48:05] ppdet.engine INFO: Epoch: [3] [16200/54024] learning_rate: 0.000100 loss_class: 0.741642 loss_bbox: 0.124150 loss_giou: 0.575332 loss_class_aux: 4.595166 loss_bbox_aux: 0.826481 loss_giou_aux: 3.660533 loss_class_dn: 0.383431 loss_bbox_dn: 0.129368 loss_giou_dn: 0.497301 loss_class_aux_dn: 2.041973 loss_bbox_aux_dn: 0.758804 loss_giou_aux_dn: 2.727794 loss: 17.556715 eta: 37 days, 1:07:09 batch_cost: 0.8590 data_cost: 0.0007 ips: 9.3133 images/s [07/21 13:49:37] ppdet.engine INFO: Epoch: [3] [16300/54024] learning_rate: 0.000100 loss_class: 0.743621 loss_bbox: 0.132031 loss_giou: 0.620396 loss_class_aux: 4.638835 loss_bbox_aux: 0.849122 loss_giou_aux: 3.860696 loss_class_dn: 0.398326 loss_bbox_dn: 0.127720 loss_giou_dn: 0.512467 loss_class_aux_dn: 2.184283 loss_bbox_aux_dn: 0.766677 loss_giou_aux_dn: 2.806372 loss: 18.405361 eta: 37 days, 1:08:53 batch_cost: 0.8708 data_cost: 0.0880 ips: 9.1872 images/s [07/21 13:51:08] ppdet.engine INFO: Epoch: [3] [16400/54024] learning_rate: 0.000100 loss_class: 0.755857 loss_bbox: 0.129085 loss_giou: 0.580171 loss_class_aux: 4.660949 loss_bbox_aux: 0.822919 loss_giou_aux: 3.632473 loss_class_dn: 0.369442 loss_bbox_dn: 0.126053 loss_giou_dn: 0.455112 loss_class_aux_dn: 1.978923 loss_bbox_aux_dn: 0.763938 loss_giou_aux_dn: 2.572867 loss: 16.708028 eta: 37 days, 1:04:25 batch_cost: 0.8545 data_cost: 0.0373 ips: 9.3626 images/s [07/21 13:52:47] ppdet.engine INFO: Epoch: [3] [16500/54024] learning_rate: 0.000100 loss_class: 0.697854 loss_bbox: 0.132132 loss_giou: 0.517270 loss_class_aux: 4.404339 loss_bbox_aux: 0.864451 loss_giou_aux: 3.263450 loss_class_dn: 0.366486 loss_bbox_dn: 0.124708 loss_giou_dn: 0.437487 loss_class_aux_dn: 1.937167 loss_bbox_aux_dn: 0.740545 loss_giou_aux_dn: 2.476896 loss: 16.678481 eta: 37 days, 1:35:58 batch_cost: 0.9504 data_cost: 0.0207 ips: 8.4173 images/s [07/21 13:54:18] ppdet.engine INFO: Epoch: [3] [16600/54024] learning_rate: 0.000100 loss_class: 0.710204 loss_bbox: 0.135276 loss_giou: 0.592708 loss_class_aux: 4.457641 loss_bbox_aux: 0.862708 loss_giou_aux: 3.705187 loss_class_dn: 0.367011 loss_bbox_dn: 0.140344 loss_giou_dn: 0.489279 loss_class_aux_dn: 1.971736 loss_bbox_aux_dn: 0.846398 loss_giou_aux_dn: 2.702096 loss: 17.029212 eta: 37 days, 1:32:39 batch_cost: 0.8579 data_cost: 0.0110 ips: 9.3253 images/s [07/21 13:55:39] ppdet.engine INFO: Epoch: [3] [16700/54024] learning_rate: 0.000100 loss_class: 0.707258 loss_bbox: 0.124998 loss_giou: 0.499698 loss_class_aux: 4.417845 loss_bbox_aux: 0.829884 loss_giou_aux: 3.112788 loss_class_dn: 0.352083 loss_bbox_dn: 0.122168 loss_giou_dn: 0.419569 loss_class_aux_dn: 1.895105 loss_bbox_aux_dn: 0.792763 loss_giou_aux_dn: 2.321244 loss: 15.698075 eta: 37 days, 0:56:05 batch_cost: 0.7681 data_cost: 0.0005 ips: 10.4156 images/s [07/21 13:57:00] ppdet.engine INFO: Epoch: [3] [16800/54024] learning_rate: 0.000100 loss_class: 0.723189 loss_bbox: 0.126919 loss_giou: 0.498765 loss_class_aux: 4.502328 loss_bbox_aux: 0.834973 loss_giou_aux: 3.097408 loss_class_dn: 0.355520 loss_bbox_dn: 0.131283 loss_giou_dn: 0.418737 loss_class_aux_dn: 1.904056 loss_bbox_aux_dn: 0.791300 loss_giou_aux_dn: 2.321786 loss: 16.143218 eta: 37 days, 0:15:14 batch_cost: 0.7553 data_cost: 0.0005 ips: 10.5919 images/s [07/21 13:58:36] ppdet.engine INFO: Epoch: [3] [16900/54024] learning_rate: 0.000100 loss_class: 0.718169 loss_bbox: 0.127116 loss_giou: 0.550335 loss_class_aux: 4.518996 loss_bbox_aux: 0.828362 loss_giou_aux: 3.478354 loss_class_dn: 0.373754 loss_bbox_dn: 0.131317 loss_giou_dn: 0.453183 loss_class_aux_dn: 2.015572 loss_bbox_aux_dn: 0.787676 loss_giou_aux_dn: 2.524209 loss: 16.703008 eta: 37 days, 0:31:11 batch_cost: 0.9092 data_cost: 0.0006 ips: 8.7985 images/s [07/21 14:00:02] ppdet.engine INFO: Epoch: [3] [17000/54024] learning_rate: 0.000100 loss_class: 0.711566 loss_bbox: 0.127058 loss_giou: 0.531347 loss_class_aux: 4.425766 loss_bbox_aux: 0.819687 loss_giou_aux: 3.321417 loss_class_dn: 0.358172 loss_bbox_dn: 0.138630 loss_giou_dn: 0.451513 loss_class_aux_dn: 1.940574 loss_bbox_aux_dn: 0.822361 loss_giou_aux_dn: 2.502749 loss: 16.620128 eta: 37 days, 0:12:05 batch_cost: 0.8134 data_cost: 0.0420 ips: 9.8349 images/s [07/21 14:01:35] ppdet.engine INFO: Epoch: [3] [17100/54024] learning_rate: 0.000100 loss_class: 0.707403 loss_bbox: 0.123664 loss_giou: 0.578651 loss_class_aux: 4.417911 loss_bbox_aux: 0.784929 loss_giou_aux: 3.641426 loss_class_dn: 0.375211 loss_bbox_dn: 0.125398 loss_giou_dn: 0.466873 loss_class_aux_dn: 2.009923 loss_bbox_aux_dn: 0.739315 loss_giou_aux_dn: 2.600271 loss: 16.766572 eta: 37 days, 0:18:18 batch_cost: 0.8829 data_cost: 0.0007 ips: 9.0610 images/s [07/21 14:03:13] ppdet.engine INFO: Epoch: [3] [17200/54024] learning_rate: 0.000100 loss_class: 0.747708 loss_bbox: 0.123659 loss_giou: 0.540401 loss_class_aux: 4.717461 loss_bbox_aux: 0.798866 loss_giou_aux: 3.347225 loss_class_dn: 0.380737 loss_bbox_dn: 0.124025 loss_giou_dn: 0.452830 loss_class_aux_dn: 2.042262 loss_bbox_aux_dn: 0.745616 loss_giou_aux_dn: 2.551550 loss: 17.076324 eta: 37 days, 0:42:10 batch_cost: 0.9322 data_cost: 0.0475 ips: 8.5819 images/s [07/21 14:04:37] ppdet.engine INFO: Epoch: [3] [17300/54024] learning_rate: 0.000100 loss_class: 0.710133 loss_bbox: 0.127513 loss_giou: 0.568377 loss_class_aux: 4.363909 loss_bbox_aux: 0.820509 loss_giou_aux: 3.526591 loss_class_dn: 0.353974 loss_bbox_dn: 0.126990 loss_giou_dn: 0.450664 loss_class_aux_dn: 1.912005 loss_bbox_aux_dn: 0.766742 loss_giou_aux_dn: 2.504576 loss: 16.331956 eta: 37 days, 0:15:18 batch_cost: 0.7911 data_cost: 0.0105 ips: 10.1124 images/s [07/21 14:06:03] ppdet.engine INFO: Epoch: [3] [17400/54024] learning_rate: 0.000100 loss_class: 0.678604 loss_bbox: 0.125360 loss_giou: 0.518420 loss_class_aux: 4.242344 loss_bbox_aux: 0.819119 loss_giou_aux: 3.234744 loss_class_dn: 0.365273 loss_bbox_dn: 0.123586 loss_giou_dn: 0.444866 loss_class_aux_dn: 1.937631 loss_bbox_aux_dn: 0.728382 loss_giou_aux_dn: 2.513247 loss: 16.418521 eta: 36 days, 23:56:03 batch_cost: 0.8117 data_cost: 0.0006 ips: 9.8558 images/s [07/21 14:07:30] ppdet.engine INFO: Epoch: [3] [17500/54024] learning_rate: 0.000100 loss_class: 0.740248 loss_bbox: 0.127688 loss_giou: 0.532979 loss_class_aux: 4.618649 loss_bbox_aux: 0.832375 loss_giou_aux: 3.337099 loss_class_dn: 0.373436 loss_bbox_dn: 0.127462 loss_giou_dn: 0.444596 loss_class_aux_dn: 2.006973 loss_bbox_aux_dn: 0.775384 loss_giou_aux_dn: 2.462759 loss: 16.910339 eta: 36 days, 23:37:58 batch_cost: 0.8144 data_cost: 0.0006 ips: 9.8226 images/s [07/21 14:09:05] ppdet.engine INFO: Epoch: [3] [17600/54024] learning_rate: 0.000100 loss_class: 0.707323 loss_bbox: 0.132699 loss_giou: 0.568202 loss_class_aux: 4.387302 loss_bbox_aux: 0.867026 loss_giou_aux: 3.538727 loss_class_dn: 0.381759 loss_bbox_dn: 0.131752 loss_giou_dn: 0.473258 loss_class_aux_dn: 2.025747 loss_bbox_aux_dn: 0.791124 loss_giou_aux_dn: 2.628670 loss: 17.126811 eta: 36 days, 23:52:03 batch_cost: 0.9054 data_cost: 0.0503 ips: 8.8355 images/s [07/21 14:10:32] ppdet.engine INFO: Epoch: [3] [17700/54024] learning_rate: 0.000100 loss_class: 0.680976 loss_bbox: 0.121963 loss_giou: 0.483528 loss_class_aux: 4.238786 loss_bbox_aux: 0.798024 loss_giou_aux: 3.019986 loss_class_dn: 0.347496 loss_bbox_dn: 0.126413 loss_giou_dn: 0.405924 loss_class_aux_dn: 1.901915 loss_bbox_aux_dn: 0.774589 loss_giou_aux_dn: 2.247158 loss: 15.345881 eta: 36 days, 23:35:33 batch_cost: 0.8184 data_cost: 0.0145 ips: 9.7752 images/s [07/21 14:12:01] ppdet.engine INFO: Epoch: [3] [17800/54024] learning_rate: 0.000100 loss_class: 0.726649 loss_bbox: 0.125160 loss_giou: 0.515614 loss_class_aux: 4.576822 loss_bbox_aux: 0.821479 loss_giou_aux: 3.238370 loss_class_dn: 0.366536 loss_bbox_dn: 0.126291 loss_giou_dn: 0.438552 loss_class_aux_dn: 1.947415 loss_bbox_aux_dn: 0.742135 loss_giou_aux_dn: 2.444431 loss: 16.645515 eta: 36 days, 23:27:13 batch_cost: 0.8415 data_cost: 0.0008 ips: 9.5074 images/s [07/21 14:13:35] ppdet.engine INFO: Epoch: [3] [17900/54024] learning_rate: 0.000100 loss_class: 0.729138 loss_bbox: 0.122381 loss_giou: 0.541219 loss_class_aux: 4.518095 loss_bbox_aux: 0.815518 loss_giou_aux: 3.408897 loss_class_dn: 0.372406 loss_bbox_dn: 0.131278 loss_giou_dn: 0.465433 loss_class_aux_dn: 1.974674 loss_bbox_aux_dn: 0.792233 loss_giou_aux_dn: 2.599357 loss: 16.726201 eta: 36 days, 23:35:59 batch_cost: 0.8907 data_cost: 0.0006 ips: 8.9815 images/s [07/21 14:15:01] ppdet.engine INFO: Epoch: [3] [18000/54024] learning_rate: 0.000100 loss_class: 0.731052 loss_bbox: 0.125615 loss_giou: 0.530072 loss_class_aux: 4.465358 loss_bbox_aux: 0.823165 loss_giou_aux: 3.331646 loss_class_dn: 0.371235 loss_bbox_dn: 0.127268 loss_giou_dn: 0.435784 loss_class_aux_dn: 1.986219 loss_bbox_aux_dn: 0.770120 loss_giou_aux_dn: 2.448809 loss: 16.380021 eta: 36 days, 23:16:13 batch_cost: 0.8080 data_cost: 0.0006 ips: 9.9015 images/s [07/21 14:16:29] ppdet.engine INFO: Epoch: [3] [18100/54024] learning_rate: 0.000100 loss_class: 0.721580 loss_bbox: 0.124802 loss_giou: 0.599869 loss_class_aux: 4.454787 loss_bbox_aux: 0.827253 loss_giou_aux: 3.728529 loss_class_dn: 0.372736 loss_bbox_dn: 0.130086 loss_giou_dn: 0.468580 loss_class_aux_dn: 1.991979 loss_bbox_aux_dn: 0.790296 loss_giou_aux_dn: 2.570487 loss: 17.043344 eta: 36 days, 23:05:56 batch_cost: 0.8351 data_cost: 0.0125 ips: 9.5795 images/s [07/21 14:17:58] ppdet.engine INFO: Epoch: [3] [18200/54024] learning_rate: 0.000100 loss_class: 0.703324 loss_bbox: 0.132498 loss_giou: 0.535962 loss_class_aux: 4.444110 loss_bbox_aux: 0.869246 loss_giou_aux: 3.375250 loss_class_dn: 0.369572 loss_bbox_dn: 0.129026 loss_giou_dn: 0.449846 loss_class_aux_dn: 1.978706 loss_bbox_aux_dn: 0.761360 loss_giou_aux_dn: 2.510998 loss: 16.819848 eta: 36 days, 22:58:11 batch_cost: 0.8424 data_cost: 0.0007 ips: 9.4972 images/s [07/21 14:19:26] ppdet.engine INFO: Epoch: [3] [18300/54024] learning_rate: 0.000100 loss_class: 0.729802 loss_bbox: 0.117153 loss_giou: 0.616136 loss_class_aux: 4.515985 loss_bbox_aux: 0.772080 loss_giou_aux: 3.790930 loss_class_dn: 0.382918 loss_bbox_dn: 0.127477 loss_giou_dn: 0.492817 loss_class_aux_dn: 2.049311 loss_bbox_aux_dn: 0.765458 loss_giou_aux_dn: 2.740374 loss: 17.283348 eta: 36 days, 22:48:50 batch_cost: 0.8373 data_cost: 0.0661 ips: 9.5541 images/s [07/21 14:20:52] ppdet.engine INFO: Epoch: [3] [18400/54024] learning_rate: 0.000100 loss_class: 0.672799 loss_bbox: 0.115871 loss_giou: 0.489030 loss_class_aux: 4.243974 loss_bbox_aux: 0.755447 loss_giou_aux: 2.979221 loss_class_dn: 0.350580 loss_bbox_dn: 0.120830 loss_giou_dn: 0.406510 loss_class_aux_dn: 1.871019 loss_bbox_aux_dn: 0.752750 loss_giou_aux_dn: 2.252908 loss: 15.165146 eta: 36 days, 22:29:19 batch_cost: 0.8068 data_cost: 0.0041 ips: 9.9152 images/s [07/21 14:22:29] ppdet.engine INFO: Epoch: [3] [18500/54024] learning_rate: 0.000100 loss_class: 0.714634 loss_bbox: 0.127657 loss_giou: 0.567642 loss_class_aux: 4.438577 loss_bbox_aux: 0.848728 loss_giou_aux: 3.539779 loss_class_dn: 0.388431 loss_bbox_dn: 0.137488 loss_giou_dn: 0.458768 loss_class_aux_dn: 2.067065 loss_bbox_aux_dn: 0.805115 loss_giou_aux_dn: 2.534715 loss: 16.993927 eta: 36 days, 22:48:20 batch_cost: 0.9216 data_cost: 0.0657 ips: 8.6806 images/s [07/21 14:24:02] ppdet.engine INFO: Epoch: [3] [18600/54024] learning_rate: 0.000100 loss_class: 0.730482 loss_bbox: 0.128844 loss_giou: 0.506100 loss_class_aux: 4.574816 loss_bbox_aux: 0.846628 loss_giou_aux: 3.183485 loss_class_dn: 0.368248 loss_bbox_dn: 0.132262 loss_giou_dn: 0.421069 loss_class_aux_dn: 1.966831 loss_bbox_aux_dn: 0.804813 loss_giou_aux_dn: 2.349189 loss: 16.092714 eta: 36 days, 22:53:39 batch_cost: 0.8810 data_cost: 0.0201 ips: 9.0801 images/s [07/21 14:25:31] ppdet.engine INFO: Epoch: [3] [18700/54024] learning_rate: 0.000100 loss_class: 0.708135 loss_bbox: 0.124465 loss_giou: 0.531234 loss_class_aux: 4.427886 loss_bbox_aux: 0.815831 loss_giou_aux: 3.375212 loss_class_dn: 0.372759 loss_bbox_dn: 0.123654 loss_giou_dn: 0.455578 loss_class_aux_dn: 1.991158 loss_bbox_aux_dn: 0.751188 loss_giou_aux_dn: 2.555882 loss: 16.638824 eta: 36 days, 22:46:01 batch_cost: 0.8421 data_cost: 0.0006 ips: 9.5005 images/s [07/21 14:27:04] ppdet.engine INFO: Epoch: [3] [18800/54024] learning_rate: 0.000100 loss_class: 0.718483 loss_bbox: 0.126184 loss_giou: 0.496517 loss_class_aux: 4.445966 loss_bbox_aux: 0.819436 loss_giou_aux: 3.051084 loss_class_dn: 0.355406 loss_bbox_dn: 0.124739 loss_giou_dn: 0.416578 loss_class_aux_dn: 1.902074 loss_bbox_aux_dn: 0.766234 loss_giou_aux_dn: 2.310937 loss: 16.018191 eta: 36 days, 22:50:07 batch_cost: 0.8776 data_cost: 0.0135 ips: 9.1163 images/s [07/21 14:28:35] ppdet.engine INFO: Epoch: [3] [18900/54024] learning_rate: 0.000100 loss_class: 0.738561 loss_bbox: 0.119039 loss_giou: 0.527553 loss_class_aux: 4.593839 loss_bbox_aux: 0.794436 loss_giou_aux: 3.272336 loss_class_dn: 0.364584 loss_bbox_dn: 0.124303 loss_giou_dn: 0.433488 loss_class_aux_dn: 1.965200 loss_bbox_aux_dn: 0.743907 loss_giou_aux_dn: 2.440739 loss: 16.518431 eta: 36 days, 22:47:37 batch_cost: 0.8575 data_cost: 0.0006 ips: 9.3294 images/s [07/21 14:30:14] ppdet.engine INFO: Epoch: [3] [19000/54024] learning_rate: 0.000100 loss_class: 0.731206 loss_bbox: 0.122306 loss_giou: 0.539323 loss_class_aux: 4.643165 loss_bbox_aux: 0.809060 loss_giou_aux: 3.334440 loss_class_dn: 0.371442 loss_bbox_dn: 0.126052 loss_giou_dn: 0.438270 loss_class_aux_dn: 1.989122 loss_bbox_aux_dn: 0.740161 loss_giou_aux_dn: 2.454992 loss: 16.219522 eta: 36 days, 23:12:47 batch_cost: 0.9426 data_cost: 0.1380 ips: 8.4874 images/s [07/21 14:31:47] ppdet.engine INFO: Epoch: [3] [19100/54024] learning_rate: 0.000100 loss_class: 0.732927 loss_bbox: 0.114503 loss_giou: 0.516627 loss_class_aux: 4.578917 loss_bbox_aux: 0.750221 loss_giou_aux: 3.229334 loss_class_dn: 0.366823 loss_bbox_dn: 0.117867 loss_giou_dn: 0.441393 loss_class_aux_dn: 1.972297 loss_bbox_aux_dn: 0.708698 loss_giou_aux_dn: 2.452388 loss: 15.682891 eta: 36 days, 23:17:54 batch_cost: 0.8815 data_cost: 0.0235 ips: 9.0755 images/s [07/21 14:33:12] ppdet.engine INFO: Epoch: [3] [19200/54024] learning_rate: 0.000100 loss_class: 0.700062 loss_bbox: 0.119262 loss_giou: 0.525930 loss_class_aux: 4.346106 loss_bbox_aux: 0.770179 loss_giou_aux: 3.293162 loss_class_dn: 0.349444 loss_bbox_dn: 0.122949 loss_giou_dn: 0.417657 loss_class_aux_dn: 1.901013 loss_bbox_aux_dn: 0.727227 loss_giou_aux_dn: 2.296988 loss: 15.712470 eta: 36 days, 22:57:05 batch_cost: 0.8011 data_cost: 0.0273 ips: 9.9861 images/s [07/21 14:34:38] ppdet.engine INFO: Epoch: [3] [19300/54024] learning_rate: 0.000100 loss_class: 0.721608 loss_bbox: 0.125077 loss_giou: 0.518526 loss_class_aux: 4.507219 loss_bbox_aux: 0.804304 loss_giou_aux: 3.230321 loss_class_dn: 0.368370 loss_bbox_dn: 0.123813 loss_giou_dn: 0.433935 loss_class_aux_dn: 1.989528 loss_bbox_aux_dn: 0.738012 loss_giou_aux_dn: 2.415925 loss: 16.071748 eta: 36 days, 22:40:37 batch_cost: 0.8141 data_cost: 0.0007 ips: 9.8271 images/s [07/21 14:36:05] ppdet.engine INFO: Epoch: [3] [19400/54024] learning_rate: 0.000100 loss_class: 0.740648 loss_bbox: 0.127141 loss_giou: 0.548036 loss_class_aux: 4.593283 loss_bbox_aux: 0.820879 loss_giou_aux: 3.514810 loss_class_dn: 0.376233 loss_bbox_dn: 0.130367 loss_giou_dn: 0.467133 loss_class_aux_dn: 1.997808 loss_bbox_aux_dn: 0.772441 loss_giou_aux_dn: 2.579055 loss: 16.931273 eta: 36 days, 22:27:14 batch_cost: 0.8232 data_cost: 0.0006 ips: 9.7177 images/s [07/21 14:37:33] ppdet.engine INFO: Epoch: [3] [19500/54024] learning_rate: 0.000100 loss_class: 0.664243 loss_bbox: 0.127301 loss_giou: 0.499182 loss_class_aux: 4.055612 loss_bbox_aux: 0.840681 loss_giou_aux: 3.056441 loss_class_dn: 0.351588 loss_bbox_dn: 0.129625 loss_giou_dn: 0.420150 loss_class_aux_dn: 1.866937 loss_bbox_aux_dn: 0.783197 loss_giou_aux_dn: 2.324606 loss: 15.704161 eta: 36 days, 22:16:16 batch_cost: 0.8305 data_cost: 0.0006 ips: 9.6325 images/s [07/21 14:39:06] ppdet.engine INFO: Epoch: [3] [19600/54024] learning_rate: 0.000100 loss_class: 0.704998 loss_bbox: 0.134677 loss_giou: 0.571516 loss_class_aux: 4.354782 loss_bbox_aux: 0.877548 loss_giou_aux: 3.531304 loss_class_dn: 0.370025 loss_bbox_dn: 0.128686 loss_giou_dn: 0.470985 loss_class_aux_dn: 1.952007 loss_bbox_aux_dn: 0.761745 loss_giou_aux_dn: 2.607009 loss: 16.546425 eta: 36 days, 22:23:43 batch_cost: 0.8886 data_cost: 0.0050 ips: 9.0028 images/s [07/21 14:40:36] ppdet.engine INFO: Epoch: [3] [19700/54024] learning_rate: 0.000100 loss_class: 0.703940 loss_bbox: 0.124910 loss_giou: 0.535042 loss_class_aux: 4.335332 loss_bbox_aux: 0.795352 loss_giou_aux: 3.373676 loss_class_dn: 0.361755 loss_bbox_dn: 0.123767 loss_giou_dn: 0.440409 loss_class_aux_dn: 1.937066 loss_bbox_aux_dn: 0.744676 loss_giou_aux_dn: 2.432547 loss: 16.282666 eta: 36 days, 22:19:58 batch_cost: 0.8531 data_cost: 0.0235 ips: 9.3772 images/s [07/21 14:42:12] ppdet.engine INFO: Epoch: [3] [19800/54024] learning_rate: 0.000100 loss_class: 0.719900 loss_bbox: 0.134645 loss_giou: 0.587210 loss_class_aux: 4.433048 loss_bbox_aux: 0.890322 loss_giou_aux: 3.600457 loss_class_dn: 0.380021 loss_bbox_dn: 0.133157 loss_giou_dn: 0.465883 loss_class_aux_dn: 2.011574 loss_bbox_aux_dn: 0.786997 loss_giou_aux_dn: 2.591000 loss: 16.769055 eta: 36 days, 22:32:49 batch_cost: 0.9063 data_cost: 0.0246 ips: 8.8271 images/s [07/21 14:43:45] ppdet.engine INFO: Epoch: [3] [19900/54024] learning_rate: 0.000100 loss_class: 0.720002 loss_bbox: 0.131111 loss_giou: 0.547182 loss_class_aux: 4.456665 loss_bbox_aux: 0.848590 loss_giou_aux: 3.396692 loss_class_dn: 0.386907 loss_bbox_dn: 0.132170 loss_giou_dn: 0.461105 loss_class_aux_dn: 2.055408 loss_bbox_aux_dn: 0.771447 loss_giou_aux_dn: 2.562841 loss: 17.128001 eta: 36 days, 22:36:27 batch_cost: 0.8771 data_cost: 0.0006 ips: 9.1207 images/s [07/21 14:45:07] ppdet.engine INFO: Epoch: [3] [20000/54024] learning_rate: 0.000100 loss_class: 0.728317 loss_bbox: 0.124326 loss_giou: 0.556437 loss_class_aux: 4.516442 loss_bbox_aux: 0.829139 loss_giou_aux: 3.488703 loss_class_dn: 0.370343 loss_bbox_dn: 0.129800 loss_giou_dn: 0.449884 loss_class_aux_dn: 1.990656 loss_bbox_aux_dn: 0.779481 loss_giou_aux_dn: 2.525783 loss: 16.364935 eta: 36 days, 22:10:00 batch_cost: 0.7799 data_cost: 0.0006 ips: 10.2581 images/s [07/21 14:46:32] ppdet.engine INFO: Epoch: [3] [20100/54024] learning_rate: 0.000100 loss_class: 0.736326 loss_bbox: 0.128097 loss_giou: 0.596536 loss_class_aux: 4.636222 loss_bbox_aux: 0.802285 loss_giou_aux: 3.725448 loss_class_dn: 0.379775 loss_bbox_dn: 0.126221 loss_giou_dn: 0.473713 loss_class_aux_dn: 2.030609 loss_bbox_aux_dn: 0.761253 loss_giou_aux_dn: 2.613683 loss: 17.011841 eta: 36 days, 21:50:40 batch_cost: 0.8022 data_cost: 0.0006 ips: 9.9730 images/s [07/21 14:48:08] ppdet.engine INFO: Epoch: [3] [20200/54024] learning_rate: 0.000100 loss_class: 0.698744 loss_bbox: 0.122671 loss_giou: 0.521890 loss_class_aux: 4.355515 loss_bbox_aux: 0.818523 loss_giou_aux: 3.284221 loss_class_dn: 0.342574 loss_bbox_dn: 0.128718 loss_giou_dn: 0.426294 loss_class_aux_dn: 1.838235 loss_bbox_aux_dn: 0.776992 loss_giou_aux_dn: 2.368773 loss: 15.634483 eta: 36 days, 22:05:01 batch_cost: 0.9117 data_cost: 0.1121 ips: 8.7744 images/s [07/21 14:49:51] ppdet.engine INFO: Epoch: [3] [20300/54024] learning_rate: 0.000100 loss_class: 0.718218 loss_bbox: 0.128928 loss_giou: 0.526347 loss_class_aux: 4.533317 loss_bbox_aux: 0.846873 loss_giou_aux: 3.314202 loss_class_dn: 0.363358 loss_bbox_dn: 0.140716 loss_giou_dn: 0.447198 loss_class_aux_dn: 1.965567 loss_bbox_aux_dn: 0.839629 loss_giou_aux_dn: 2.490119 loss: 16.722913 eta: 36 days, 22:39:00 batch_cost: 0.9768 data_cost: 0.0064 ips: 8.1899 images/s [07/21 14:51:30] ppdet.engine INFO: Epoch: [3] [20400/54024] learning_rate: 0.000100 loss_class: 0.718625 loss_bbox: 0.128700 loss_giou: 0.547247 loss_class_aux: 4.511182 loss_bbox_aux: 0.834908 loss_giou_aux: 3.454044 loss_class_dn: 0.377344 loss_bbox_dn: 0.122739 loss_giou_dn: 0.462970 loss_class_aux_dn: 2.033908 loss_bbox_aux_dn: 0.739084 loss_giou_aux_dn: 2.563365 loss: 16.951332 eta: 36 days, 23:02:14 batch_cost: 0.9424 data_cost: 0.0007 ips: 8.4891 images/s [07/21 14:53:09] ppdet.engine INFO: Epoch: [3] [20500/54024] learning_rate: 0.000100 loss_class: 0.717456 loss_bbox: 0.122246 loss_giou: 0.540573 loss_class_aux: 4.516325 loss_bbox_aux: 0.788280 loss_giou_aux: 3.489168 loss_class_dn: 0.363572 loss_bbox_dn: 0.126368 loss_giou_dn: 0.453394 loss_class_aux_dn: 1.928170 loss_bbox_aux_dn: 0.750611 loss_giou_aux_dn: 2.552171 loss: 16.487359 eta: 36 days, 23:24:58 batch_cost: 0.9416 data_cost: 0.1396 ips: 8.4965 images/s [07/21 14:54:49] ppdet.engine INFO: Epoch: [3] [20600/54024] learning_rate: 0.000100 loss_class: 0.688553 loss_bbox: 0.124397 loss_giou: 0.547047 loss_class_aux: 4.261750 loss_bbox_aux: 0.789129 loss_giou_aux: 3.459217 loss_class_dn: 0.374620 loss_bbox_dn: 0.123072 loss_giou_dn: 0.444329 loss_class_aux_dn: 1.997874 loss_bbox_aux_dn: 0.726751 loss_giou_aux_dn: 2.496533 loss: 16.334018 eta: 36 days, 23:50:32 batch_cost: 0.9518 data_cost: 0.0007 ips: 8.4050 images/s [07/21 14:56:30] ppdet.engine INFO: Epoch: [3] [20700/54024] learning_rate: 0.000100 loss_class: 0.679864 loss_bbox: 0.121729 loss_giou: 0.504813 loss_class_aux: 4.197270 loss_bbox_aux: 0.791098 loss_giou_aux: 3.195392 loss_class_dn: 0.355548 loss_bbox_dn: 0.120101 loss_giou_dn: 0.409878 loss_class_aux_dn: 1.940678 loss_bbox_aux_dn: 0.712166 loss_giou_aux_dn: 2.287181 loss: 15.843115 eta: 37 days, 0:20:16 batch_cost: 0.9666 data_cost: 0.0874 ips: 8.2760 images/s [07/21 14:57:57] ppdet.engine INFO: Epoch: [3] [20800/54024] learning_rate: 0.000100 loss_class: 0.713412 loss_bbox: 0.129372 loss_giou: 0.577154 loss_class_aux: 4.514011 loss_bbox_aux: 0.867785 loss_giou_aux: 3.624417 loss_class_dn: 0.386935 loss_bbox_dn: 0.126181 loss_giou_dn: 0.479050 loss_class_aux_dn: 2.043701 loss_bbox_aux_dn: 0.760925 loss_giou_aux_dn: 2.644461 loss: 16.841756 eta: 37 days, 0:06:41 batch_cost: 0.8218 data_cost: 0.0219 ips: 9.7346 images/s [07/21 14:59:28] ppdet.engine INFO: Epoch: [3] [20900/54024] learning_rate: 0.000100 loss_class: 0.711405 loss_bbox: 0.117281 loss_giou: 0.505576 loss_class_aux: 4.375576 loss_bbox_aux: 0.772886 loss_giou_aux: 3.223656 loss_class_dn: 0.357388 loss_bbox_dn: 0.118524 loss_giou_dn: 0.424623 loss_class_aux_dn: 1.904323 loss_bbox_aux_dn: 0.727777 loss_giou_aux_dn: 2.337799 loss: 15.673538 eta: 37 days, 0:05:12 batch_cost: 0.8623 data_cost: 0.0006 ips: 9.2770 images/s [07/21 15:00:54] ppdet.engine INFO: Epoch: [3] [21000/54024] learning_rate: 0.000100 loss_class: 0.737409 loss_bbox: 0.126350 loss_giou: 0.519472 loss_class_aux: 4.570790 loss_bbox_aux: 0.807361 loss_giou_aux: 3.337746 loss_class_dn: 0.369529 loss_bbox_dn: 0.118116 loss_giou_dn: 0.438864 loss_class_aux_dn: 2.008946 loss_bbox_aux_dn: 0.736029 loss_giou_aux_dn: 2.458375 loss: 16.815034 eta: 36 days, 23:48:34 batch_cost: 0.8109 data_cost: 0.0006 ips: 9.8660 images/s [07/21 15:02:32] ppdet.engine INFO: Epoch: [3] [21100/54024] learning_rate: 0.000100 loss_class: 0.703430 loss_bbox: 0.113879 loss_giou: 0.531675 loss_class_aux: 4.320121 loss_bbox_aux: 0.734302 loss_giou_aux: 3.278134 loss_class_dn: 0.363505 loss_bbox_dn: 0.113336 loss_giou_dn: 0.428304 loss_class_aux_dn: 1.982163 loss_bbox_aux_dn: 0.697434 loss_giou_aux_dn: 2.376788 loss: 15.869905 eta: 37 days, 0:05:46 batch_cost: 0.9259 data_cost: 0.0600 ips: 8.6400 images/s [07/21 15:04:01] ppdet.engine INFO: Epoch: [3] [21200/54024] learning_rate: 0.000100 loss_class: 0.745599 loss_bbox: 0.127846 loss_giou: 0.501026 loss_class_aux: 4.602814 loss_bbox_aux: 0.814697 loss_giou_aux: 3.107984 loss_class_dn: 0.371650 loss_bbox_dn: 0.138702 loss_giou_dn: 0.418620 loss_class_aux_dn: 2.029624 loss_bbox_aux_dn: 0.815601 loss_giou_aux_dn: 2.357676 loss: 16.455001 eta: 37 days, 0:01:10 batch_cost: 0.8517 data_cost: 0.0185 ips: 9.3931 images/s [07/21 15:05:22] ppdet.engine INFO: Epoch: [3] [21300/54024] learning_rate: 0.000100 loss_class: 0.702980 loss_bbox: 0.127438 loss_giou: 0.544630 loss_class_aux: 4.416055 loss_bbox_aux: 0.823659 loss_giou_aux: 3.374660 loss_class_dn: 0.369931 loss_bbox_dn: 0.127949 loss_giou_dn: 0.459865 loss_class_aux_dn: 1.970066 loss_bbox_aux_dn: 0.768092 loss_giou_aux_dn: 2.594167 loss: 16.884735 eta: 36 days, 23:28:42 batch_cost: 0.7555 data_cost: 0.0009 ips: 10.5889 images/s [07/21 15:06:46] ppdet.engine INFO: Epoch: [3] [21400/54024] learning_rate: 0.000100 loss_class: 0.698092 loss_bbox: 0.115954 loss_giou: 0.538406 loss_class_aux: 4.303436 loss_bbox_aux: 0.791538 loss_giou_aux: 3.365960 loss_class_dn: 0.362384 loss_bbox_dn: 0.111755 loss_giou_dn: 0.441089 loss_class_aux_dn: 1.958162 loss_bbox_aux_dn: 0.655654 loss_giou_aux_dn: 2.445346 loss: 16.020634 eta: 36 days, 23:07:01 batch_cost: 0.7919 data_cost: 0.0006 ips: 10.1024 images/s [07/21 15:08:10] ppdet.engine INFO: Epoch: [3] [21500/54024] learning_rate: 0.000100 loss_class: 0.701460 loss_bbox: 0.132709 loss_giou: 0.519603 loss_class_aux: 4.395907 loss_bbox_aux: 0.838146 loss_giou_aux: 3.227335 loss_class_dn: 0.358556 loss_bbox_dn: 0.129455 loss_giou_dn: 0.419594 loss_class_aux_dn: 1.916994 loss_bbox_aux_dn: 0.780418 loss_giou_aux_dn: 2.347805 loss: 15.779137 eta: 36 days, 22:48:28 batch_cost: 0.8021 data_cost: 0.0005 ips: 9.9740 images/s [07/21 15:09:30] ppdet.engine INFO: Epoch: [3] [21600/54024] learning_rate: 0.000100 loss_class: 0.675955 loss_bbox: 0.115201 loss_giou: 0.526531 loss_class_aux: 4.196790 loss_bbox_aux: 0.752250 loss_giou_aux: 3.236794 loss_class_dn: 0.367058 loss_bbox_dn: 0.118963 loss_giou_dn: 0.423775 loss_class_aux_dn: 1.985266 loss_bbox_aux_dn: 0.688719 loss_giou_aux_dn: 2.385755 loss: 16.354734 eta: 36 days, 22:14:16 batch_cost: 0.7468 data_cost: 0.0005 ips: 10.7118 images/s [07/21 15:10:56] ppdet.engine INFO: Epoch: [3] [21700/54024] learning_rate: 0.000100 loss_class: 0.739615 loss_bbox: 0.126391 loss_giou: 0.560992 loss_class_aux: 4.569067 loss_bbox_aux: 0.820100 loss_giou_aux: 3.526140 loss_class_dn: 0.368138 loss_bbox_dn: 0.121047 loss_giou_dn: 0.464817 loss_class_aux_dn: 1.979371 loss_bbox_aux_dn: 0.740281 loss_giou_aux_dn: 2.557267 loss: 17.003046 eta: 36 days, 22:00:22 batch_cost: 0.8171 data_cost: 0.0057 ips: 9.7911 images/s [07/21 15:12:26] ppdet.engine INFO: Epoch: [3] [21800/54024] learning_rate: 0.000100 loss_class: 0.749707 loss_bbox: 0.124526 loss_giou: 0.553561 loss_class_aux: 4.665280 loss_bbox_aux: 0.815606 loss_giou_aux: 3.436541 loss_class_dn: 0.365058 loss_bbox_dn: 0.126038 loss_giou_dn: 0.432119 loss_class_aux_dn: 1.970139 loss_bbox_aux_dn: 0.758600 loss_giou_aux_dn: 2.399748 loss: 15.961504 eta: 36 days, 21:57:34 batch_cost: 0.8559 data_cost: 0.0129 ips: 9.3470 images/s [07/21 15:13:54] ppdet.engine INFO: Epoch: [3] [21900/54024] learning_rate: 0.000100 loss_class: 0.707534 loss_bbox: 0.133046 loss_giou: 0.610075 loss_class_aux: 4.432881 loss_bbox_aux: 0.862935 loss_giou_aux: 3.799651 loss_class_dn: 0.368653 loss_bbox_dn: 0.129692 loss_giou_dn: 0.456056 loss_class_aux_dn: 1.968106 loss_bbox_aux_dn: 0.792006 loss_giou_aux_dn: 2.559150 loss: 16.733128 eta: 36 days, 21:47:34 batch_cost: 0.8303 data_cost: 0.0395 ips: 9.6352 images/s [07/21 15:15:16] ppdet.engine INFO: Epoch: [3] [22000/54024] learning_rate: 0.000100 loss_class: 0.697040 loss_bbox: 0.128488 loss_giou: 0.530260 loss_class_aux: 4.336500 loss_bbox_aux: 0.873745 loss_giou_aux: 3.340666 loss_class_dn: 0.354548 loss_bbox_dn: 0.133648 loss_giou_dn: 0.428977 loss_class_aux_dn: 1.951617 loss_bbox_aux_dn: 0.797880 loss_giou_aux_dn: 2.417486 loss: 15.960171 eta: 36 days, 21:20:16 batch_cost: 0.7683 data_cost: 0.0006 ips: 10.4121 images/s [07/21 15:16:41] ppdet.engine INFO: Epoch: [3] [22100/54024] learning_rate: 0.000100 loss_class: 0.727114 loss_bbox: 0.133471 loss_giou: 0.536702 loss_class_aux: 4.585863 loss_bbox_aux: 0.851520 loss_giou_aux: 3.365040 loss_class_dn: 0.367580 loss_bbox_dn: 0.122699 loss_giou_dn: 0.453443 loss_class_aux_dn: 1.963016 loss_bbox_aux_dn: 0.734944 loss_giou_aux_dn: 2.517082 loss: 16.980938 eta: 36 days, 21:03:48 batch_cost: 0.8063 data_cost: 0.0006 ips: 9.9221 images/s [07/21 15:18:04] ppdet.engine INFO: Epoch: [3] [22200/54024] learning_rate: 0.000100 loss_class: 0.716154 loss_bbox: 0.122767 loss_giou: 0.562854 loss_class_aux: 4.512733 loss_bbox_aux: 0.811156 loss_giou_aux: 3.539248 loss_class_dn: 0.369118 loss_bbox_dn: 0.125471 loss_giou_dn: 0.459943 loss_class_aux_dn: 1.967437 loss_bbox_aux_dn: 0.741692 loss_giou_aux_dn: 2.573020 loss: 16.621844 eta: 36 days, 20:39:03 batch_cost: 0.7760 data_cost: 0.0169 ips: 10.3087 images/s [07/21 15:19:34] ppdet.engine INFO: Epoch: [3] [22300/54024] learning_rate: 0.000100 loss_class: 0.716894 loss_bbox: 0.122801 loss_giou: 0.533541 loss_class_aux: 4.452537 loss_bbox_aux: 0.806150 loss_giou_aux: 3.278790 loss_class_dn: 0.369032 loss_bbox_dn: 0.130300 loss_giou_dn: 0.420871 loss_class_aux_dn: 1.991727 loss_bbox_aux_dn: 0.787425 loss_giou_aux_dn: 2.337268 loss: 15.935513 eta: 36 days, 20:36:22 batch_cost: 0.8550 data_cost: 0.0867 ips: 9.3571 images/s [07/21 15:21:05] ppdet.engine INFO: Epoch: [3] [22400/54024] learning_rate: 0.000100 loss_class: 0.716475 loss_bbox: 0.120704 loss_giou: 0.518988 loss_class_aux: 4.454099 loss_bbox_aux: 0.787398 loss_giou_aux: 3.254626 loss_class_dn: 0.367204 loss_bbox_dn: 0.129750 loss_giou_dn: 0.442565 loss_class_aux_dn: 1.974031 loss_bbox_aux_dn: 0.764626 loss_giou_aux_dn: 2.459399 loss: 16.094513 eta: 36 days, 20:33:28 batch_cost: 0.8541 data_cost: 0.0662 ips: 9.3661 images/s [07/21 15:22:35] ppdet.engine INFO: Epoch: [3] [22500/54024] learning_rate: 0.000100 loss_class: 0.758969 loss_bbox: 0.131101 loss_giou: 0.575347 loss_class_aux: 4.761065 loss_bbox_aux: 0.842344 loss_giou_aux: 3.650694 loss_class_dn: 0.389023 loss_bbox_dn: 0.142774 loss_giou_dn: 0.491200 loss_class_aux_dn: 2.070884 loss_bbox_aux_dn: 0.849748 loss_giou_aux_dn: 2.796418 loss: 18.039956 eta: 36 days, 20:31:51 batch_cost: 0.8587 data_cost: 0.0312 ips: 9.3161 images/s [07/21 15:24:04] ppdet.engine INFO: Epoch: [3] [22600/54024] learning_rate: 0.000100 loss_class: 0.752790 loss_bbox: 0.124079 loss_giou: 0.562557 loss_class_aux: 4.625053 loss_bbox_aux: 0.819293 loss_giou_aux: 3.614496 loss_class_dn: 0.370953 loss_bbox_dn: 0.130560 loss_giou_dn: 0.484942 loss_class_aux_dn: 2.017013 loss_bbox_aux_dn: 0.760457 loss_giou_aux_dn: 2.654400 loss: 17.081135 eta: 36 days, 20:25:39 batch_cost: 0.8420 data_cost: 0.0032 ips: 9.5012 images/s [07/21 15:25:36] ppdet.engine INFO: Epoch: [3] [22700/54024] learning_rate: 0.000100 loss_class: 0.699419 loss_bbox: 0.130466 loss_giou: 0.513673 loss_class_aux: 4.353876 loss_bbox_aux: 0.853976 loss_giou_aux: 3.183927 loss_class_dn: 0.347069 loss_bbox_dn: 0.127934 loss_giou_dn: 0.424088 loss_class_aux_dn: 1.848553 loss_bbox_aux_dn: 0.768485 loss_giou_aux_dn: 2.380726 loss: 16.132831 eta: 36 days, 20:27:53 batch_cost: 0.8728 data_cost: 0.0702 ips: 9.1657 images/s [07/21 15:27:07] ppdet.engine INFO: Epoch: [3] [22800/54024] learning_rate: 0.000100 loss_class: 0.742682 loss_bbox: 0.133369 loss_giou: 0.548694 loss_class_aux: 4.609640 loss_bbox_aux: 0.875211 loss_giou_aux: 3.427887 loss_class_dn: 0.376183 loss_bbox_dn: 0.135261 loss_giou_dn: 0.444045 loss_class_aux_dn: 2.008516 loss_bbox_aux_dn: 0.809338 loss_giou_aux_dn: 2.504855 loss: 16.842211 eta: 36 days, 20:25:17 batch_cost: 0.8551 data_cost: 0.0006 ips: 9.3559 images/s [07/21 15:28:35] ppdet.engine INFO: Epoch: [3] [22900/54024] learning_rate: 0.000100 loss_class: 0.728014 loss_bbox: 0.118162 loss_giou: 0.541457 loss_class_aux: 4.523910 loss_bbox_aux: 0.770190 loss_giou_aux: 3.373412 loss_class_dn: 0.374708 loss_bbox_dn: 0.117803 loss_giou_dn: 0.442338 loss_class_aux_dn: 1.993267 loss_bbox_aux_dn: 0.699867 loss_giou_aux_dn: 2.415349 loss: 16.436050 eta: 36 days, 20:16:47 batch_cost: 0.8332 data_cost: 0.0531 ips: 9.6017 images/s [07/21 15:30:01] ppdet.engine INFO: Epoch: [3] [23000/54024] learning_rate: 0.000100 loss_class: 0.728051 loss_bbox: 0.128601 loss_giou: 0.540103 loss_class_aux: 4.502504 loss_bbox_aux: 0.844450 loss_giou_aux: 3.439942 loss_class_dn: 0.378976 loss_bbox_dn: 0.124473 loss_giou_dn: 0.457759 loss_class_aux_dn: 2.022349 loss_bbox_aux_dn: 0.740682 loss_giou_aux_dn: 2.551929 loss: 16.986342 eta: 36 days, 20:02:23 batch_cost: 0.8110 data_cost: 0.0006 ips: 9.8645 images/s [07/21 15:31:26] ppdet.engine INFO: Epoch: [3] [23100/54024] learning_rate: 0.000100 loss_class: 0.706866 loss_bbox: 0.124336 loss_giou: 0.520618 loss_class_aux: 4.418546 loss_bbox_aux: 0.819200 loss_giou_aux: 3.190636 loss_class_dn: 0.345783 loss_bbox_dn: 0.131201 loss_giou_dn: 0.443215 loss_class_aux_dn: 1.858998 loss_bbox_aux_dn: 0.767118 loss_giou_aux_dn: 2.445275 loss: 15.802597 eta: 36 days, 19:46:48 batch_cost: 0.8061 data_cost: 0.0006 ips: 9.9240 images/s [07/21 15:33:01] ppdet.engine INFO: Epoch: [3] [23200/54024] learning_rate: 0.000100 loss_class: 0.738432 loss_bbox: 0.119418 loss_giou: 0.599244 loss_class_aux: 4.590025 loss_bbox_aux: 0.804970 loss_giou_aux: 3.756912 loss_class_dn: 0.374233 loss_bbox_dn: 0.119513 loss_giou_dn: 0.477402 loss_class_aux_dn: 1.990013 loss_bbox_aux_dn: 0.724087 loss_giou_aux_dn: 2.659567 loss: 16.884171 eta: 36 days, 19:56:30 batch_cost: 0.9007 data_cost: 0.1001 ips: 8.8822 images/s [07/21 15:34:25] ppdet.engine INFO: Epoch: [3] [23300/54024] learning_rate: 0.000100 loss_class: 0.707352 loss_bbox: 0.120088 loss_giou: 0.484047 loss_class_aux: 4.423659 loss_bbox_aux: 0.766666 loss_giou_aux: 3.072550 loss_class_dn: 0.357055 loss_bbox_dn: 0.123433 loss_giou_dn: 0.403441 loss_class_aux_dn: 1.941253 loss_bbox_aux_dn: 0.729817 loss_giou_aux_dn: 2.298390 loss: 15.442017 eta: 36 days, 19:38:32 batch_cost: 0.7966 data_cost: 0.0006 ips: 10.0429 images/s [07/21 15:36:00] ppdet.engine INFO: Epoch: [3] [23400/54024] learning_rate: 0.000100 loss_class: 0.744624 loss_bbox: 0.144056 loss_giou: 0.562679 loss_class_aux: 4.601501 loss_bbox_aux: 0.919877 loss_giou_aux: 3.537346 loss_class_dn: 0.389064 loss_bbox_dn: 0.143359 loss_giou_dn: 0.465145 loss_class_aux_dn: 2.096048 loss_bbox_aux_dn: 0.838268 loss_giou_aux_dn: 2.596708 loss: 17.963201 eta: 36 days, 19:46:39 batch_cost: 0.8950 data_cost: 0.1021 ips: 8.9389 images/s [07/21 15:37:39] ppdet.engine INFO: Epoch: [3] [23500/54024] learning_rate: 0.000100 loss_class: 0.703231 loss_bbox: 0.117350 loss_giou: 0.511969 loss_class_aux: 4.417150 loss_bbox_aux: 0.793109 loss_giou_aux: 3.207186 loss_class_dn: 0.349976 loss_bbox_dn: 0.130306 loss_giou_dn: 0.408600 loss_class_aux_dn: 1.868283 loss_bbox_aux_dn: 0.786064 loss_giou_aux_dn: 2.298474 loss: 15.878124 eta: 36 days, 20:06:53 batch_cost: 0.9413 data_cost: 0.0260 ips: 8.4985 images/s [07/21 15:39:05] ppdet.engine INFO: Epoch: [3] [23600/54024] learning_rate: 0.000100 loss_class: 0.698520 loss_bbox: 0.119431 loss_giou: 0.505023 loss_class_aux: 4.405564 loss_bbox_aux: 0.780561 loss_giou_aux: 3.149539 loss_class_dn: 0.355634 loss_bbox_dn: 0.126484 loss_giou_dn: 0.424183 loss_class_aux_dn: 1.879501 loss_bbox_aux_dn: 0.764541 loss_giou_aux_dn: 2.364129 loss: 15.344764 eta: 36 days, 19:52:51 batch_cost: 0.8111 data_cost: 0.0012 ips: 9.8634 images/s [07/21 15:40:43] ppdet.engine INFO: Epoch: [3] [23700/54024] learning_rate: 0.000100 loss_class: 0.755731 loss_bbox: 0.125714 loss_giou: 0.555321 loss_class_aux: 4.656101 loss_bbox_aux: 0.791636 loss_giou_aux: 3.474303 loss_class_dn: 0.384816 loss_bbox_dn: 0.125995 loss_giou_dn: 0.454828 loss_class_aux_dn: 2.082080 loss_bbox_aux_dn: 0.753577 loss_giou_aux_dn: 2.541738 loss: 16.968638 eta: 36 days, 20:09:10 batch_cost: 0.9272 data_cost: 0.0732 ips: 8.6278 images/s [07/21 15:42:12] ppdet.engine INFO: Epoch: [3] [23800/54024] learning_rate: 0.000100 loss_class: 0.692440 loss_bbox: 0.129802 loss_giou: 0.504751 loss_class_aux: 4.311542 loss_bbox_aux: 0.823807 loss_giou_aux: 3.143487 loss_class_dn: 0.362240 loss_bbox_dn: 0.135023 loss_giou_dn: 0.414539 loss_class_aux_dn: 1.945836 loss_bbox_aux_dn: 0.808522 loss_giou_aux_dn: 2.350547 loss: 16.634741 eta: 36 days, 20:02:07 batch_cost: 0.8377 data_cost: 0.0006 ips: 9.5504 images/s [07/21 15:43:41] ppdet.engine INFO: Epoch: [3] [23900/54024] learning_rate: 0.000100 loss_class: 0.721494 loss_bbox: 0.128336 loss_giou: 0.537839 loss_class_aux: 4.453032 loss_bbox_aux: 0.817736 loss_giou_aux: 3.378630 loss_class_dn: 0.374115 loss_bbox_dn: 0.128621 loss_giou_dn: 0.467869 loss_class_aux_dn: 2.012007 loss_bbox_aux_dn: 0.754019 loss_giou_aux_dn: 2.590450 loss: 16.976163 eta: 36 days, 19:55:57 batch_cost: 0.8409 data_cost: 0.0031 ips: 9.5137 images/s [07/21 15:45:05] ppdet.engine INFO: Epoch: [3] [24000/54024] learning_rate: 0.000100 loss_class: 0.718416 loss_bbox: 0.128314 loss_giou: 0.579547 loss_class_aux: 4.450526 loss_bbox_aux: 0.829785 loss_giou_aux: 3.591125 loss_class_dn: 0.362991 loss_bbox_dn: 0.130833 loss_giou_dn: 0.440725 loss_class_aux_dn: 1.920337 loss_bbox_aux_dn: 0.788203 loss_giou_aux_dn: 2.471701 loss: 16.178513 eta: 36 days, 19:36:17 batch_cost: 0.7883 data_cost: 0.0008 ips: 10.1485 images/s [07/21 15:46:31] ppdet.engine INFO: Epoch: [3] [24100/54024] learning_rate: 0.000100 loss_class: 0.707546 loss_bbox: 0.127047 loss_giou: 0.563174 loss_class_aux: 4.403417 loss_bbox_aux: 0.832086 loss_giou_aux: 3.611262 loss_class_dn: 0.358118 loss_bbox_dn: 0.124401 loss_giou_dn: 0.450232 loss_class_aux_dn: 1.941107 loss_bbox_aux_dn: 0.751742 loss_giou_aux_dn: 2.499157 loss: 16.284362 eta: 36 days, 19:24:21 batch_cost: 0.8179 data_cost: 0.0006 ips: 9.7816 images/s [07/21 15:47:54] ppdet.engine INFO: Epoch: [3] [24200/54024] learning_rate: 0.000100 loss_class: 0.715667 loss_bbox: 0.113676 loss_giou: 0.538835 loss_class_aux: 4.449424 loss_bbox_aux: 0.738019 loss_giou_aux: 3.346368 loss_class_dn: 0.360286 loss_bbox_dn: 0.115231 loss_giou_dn: 0.423357 loss_class_aux_dn: 1.928058 loss_bbox_aux_dn: 0.684524 loss_giou_aux_dn: 2.346491 loss: 15.973271 eta: 36 days, 19:03:52 batch_cost: 0.7840 data_cost: 0.0006 ips: 10.2042 images/s [07/21 15:49:30] ppdet.engine INFO: Epoch: [3] [24300/54024] learning_rate: 0.000100 loss_class: 0.705618 loss_bbox: 0.128739 loss_giou: 0.522204 loss_class_aux: 4.495544 loss_bbox_aux: 0.857531 loss_giou_aux: 3.347406 loss_class_dn: 0.355477 loss_bbox_dn: 0.122506 loss_giou_dn: 0.432004 loss_class_aux_dn: 1.928333 loss_bbox_aux_dn: 0.764487 loss_giou_aux_dn: 2.408309 loss: 15.889487 eta: 36 days, 19:14:09 batch_cost: 0.9045 data_cost: 0.1127 ips: 8.8442 images/s [07/21 15:51:10] ppdet.engine INFO: Epoch: [3] [24400/54024] learning_rate: 0.000100 loss_class: 0.714625 loss_bbox: 0.134485 loss_giou: 0.568519 loss_class_aux: 4.445465 loss_bbox_aux: 0.869707 loss_giou_aux: 3.530128 loss_class_dn: 0.369713 loss_bbox_dn: 0.122745 loss_giou_dn: 0.447374 loss_class_aux_dn: 1.982947 loss_bbox_aux_dn: 0.720903 loss_giou_aux_dn: 2.526633 loss: 16.712325 eta: 36 days, 19:36:50 batch_cost: 0.9539 data_cost: 0.1436 ips: 8.3866 images/s [07/21 15:52:37] ppdet.engine INFO: Epoch: [3] [24500/54024] learning_rate: 0.000100 loss_class: 0.712117 loss_bbox: 0.126017 loss_giou: 0.537984 loss_class_aux: 4.419367 loss_bbox_aux: 0.827526 loss_giou_aux: 3.348083 loss_class_dn: 0.355806 loss_bbox_dn: 0.131266 loss_giou_dn: 0.437443 loss_class_aux_dn: 1.914394 loss_bbox_aux_dn: 0.791211 loss_giou_aux_dn: 2.418791 loss: 15.688660 eta: 36 days, 19:27:03 batch_cost: 0.8258 data_cost: 0.0492 ips: 9.6871 images/s [07/21 15:54:19] ppdet.engine INFO: Epoch: [3] [24600/54024] learning_rate: 0.000100 loss_class: 0.730866 loss_bbox: 0.129064 loss_giou: 0.596025 loss_class_aux: 4.556452 loss_bbox_aux: 0.832907 loss_giou_aux: 3.706601 loss_class_dn: 0.385435 loss_bbox_dn: 0.120002 loss_giou_dn: 0.478722 loss_class_aux_dn: 2.059537 loss_bbox_aux_dn: 0.728503 loss_giou_aux_dn: 2.653130 loss: 17.442987 eta: 36 days, 19:52:45 batch_cost: 0.9669 data_cost: 0.1050 ips: 8.2735 images/s [07/21 15:55:48] ppdet.engine INFO: Epoch: [3] [24700/54024] learning_rate: 0.000100 loss_class: 0.712657 loss_bbox: 0.123018 loss_giou: 0.525089 loss_class_aux: 4.449555 loss_bbox_aux: 0.796925 loss_giou_aux: 3.302860 loss_class_dn: 0.366621 loss_bbox_dn: 0.119837 loss_giou_dn: 0.436741 loss_class_aux_dn: 1.993803 loss_bbox_aux_dn: 0.710095 loss_giou_aux_dn: 2.430533 loss: 16.125442 eta: 36 days, 19:47:50 batch_cost: 0.8454 data_cost: 0.0087 ips: 9.4634 images/s [07/21 15:57:12] ppdet.engine INFO: Epoch: [3] [24800/54024] learning_rate: 0.000100 loss_class: 0.700706 loss_bbox: 0.123093 loss_giou: 0.479461 loss_class_aux: 4.387632 loss_bbox_aux: 0.805067 loss_giou_aux: 2.991088 loss_class_dn: 0.353801 loss_bbox_dn: 0.133865 loss_giou_dn: 0.410665 loss_class_aux_dn: 1.878636 loss_bbox_aux_dn: 0.797416 loss_giou_aux_dn: 2.314950 loss: 16.031425 eta: 36 days, 19:29:11 batch_cost: 0.7900 data_cost: 0.0295 ips: 10.1263 images/s [07/21 15:58:41] ppdet.engine INFO: Epoch: [3] [24900/54024] learning_rate: 0.000100 loss_class: 0.720524 loss_bbox: 0.117595 loss_giou: 0.524250 loss_class_aux: 4.501916 loss_bbox_aux: 0.779675 loss_giou_aux: 3.252529 loss_class_dn: 0.364244 loss_bbox_dn: 0.110818 loss_giou_dn: 0.424446 loss_class_aux_dn: 1.967730 loss_bbox_aux_dn: 0.669432 loss_giou_aux_dn: 2.366239 loss: 15.699648 eta: 36 days, 19:22:02 batch_cost: 0.8359 data_cost: 0.0006 ips: 9.5704 images/s [07/21 16:00:09] ppdet.engine INFO: Epoch: [3] [25000/54024] learning_rate: 0.000100 loss_class: 0.684333 loss_bbox: 0.126681 loss_giou: 0.501772 loss_class_aux: 4.334151 loss_bbox_aux: 0.822937 loss_giou_aux: 3.123767 loss_class_dn: 0.357424 loss_bbox_dn: 0.129933 loss_giou_dn: 0.426461 loss_class_aux_dn: 1.905258 loss_bbox_aux_dn: 0.761137 loss_giou_aux_dn: 2.358989 loss: 15.384860 eta: 36 days, 19:13:52 batch_cost: 0.8315 data_cost: 0.0006 ips: 9.6211 images/s [07/21 16:01:35] ppdet.engine INFO: Epoch: [3] [25100/54024] learning_rate: 0.000100 loss_class: 0.723227 loss_bbox: 0.124964 loss_giou: 0.557874 loss_class_aux: 4.577949 loss_bbox_aux: 0.807477 loss_giou_aux: 3.420236 loss_class_dn: 0.374730 loss_bbox_dn: 0.119813 loss_giou_dn: 0.453209 loss_class_aux_dn: 2.011543 loss_bbox_aux_dn: 0.706717 loss_giou_aux_dn: 2.502672 loss: 16.925966 eta: 36 days, 18:59:46 batch_cost: 0.8072 data_cost: 0.0096 ips: 9.9107 images/s [07/21 16:02:57] ppdet.engine INFO: Epoch: [3] [25200/54024] learning_rate: 0.000100 loss_class: 0.715441 loss_bbox: 0.118512 loss_giou: 0.522070 loss_class_aux: 4.532552 loss_bbox_aux: 0.779712 loss_giou_aux: 3.311054 loss_class_dn: 0.360275 loss_bbox_dn: 0.125963 loss_giou_dn: 0.408048 loss_class_aux_dn: 1.952181 loss_bbox_aux_dn: 0.756131 loss_giou_aux_dn: 2.291525 loss: 15.776567 eta: 36 days, 18:37:36 batch_cost: 0.7739 data_cost: 0.0006 ips: 10.3377 images/s [07/21 16:04:24] ppdet.engine INFO: Epoch: [3] [25300/54024] learning_rate: 0.000100 loss_class: 0.692700 loss_bbox: 0.115681 loss_giou: 0.494688 loss_class_aux: 4.371455 loss_bbox_aux: 0.755996 loss_giou_aux: 3.087129 loss_class_dn: 0.360450 loss_bbox_dn: 0.119204 loss_giou_dn: 0.408770 loss_class_aux_dn: 1.943199 loss_bbox_aux_dn: 0.707759 loss_giou_aux_dn: 2.320812 loss: 15.607510 eta: 36 days, 18:27:28 batch_cost: 0.8226 data_cost: 0.0007 ips: 9.7257 images/s [07/21 16:05:58] ppdet.engine INFO: Epoch: [3] [25400/54024] learning_rate: 0.000100 loss_class: 0.694587 loss_bbox: 0.123354 loss_giou: 0.545066 loss_class_aux: 4.324704 loss_bbox_aux: 0.795797 loss_giou_aux: 3.341773 loss_class_dn: 0.352470 loss_bbox_dn: 0.118158 loss_giou_dn: 0.438960 loss_class_aux_dn: 1.920280 loss_bbox_aux_dn: 0.714325 loss_giou_aux_dn: 2.411486 loss: 16.128920 eta: 36 days, 18:31:23 batch_cost: 0.8801 data_cost: 0.0634 ips: 9.0902 images/s [07/21 16:07:22] ppdet.engine INFO: Epoch: [3] [25500/54024] learning_rate: 0.000100 loss_class: 0.713731 loss_bbox: 0.127148 loss_giou: 0.495957 loss_class_aux: 4.467044 loss_bbox_aux: 0.817344 loss_giou_aux: 3.152479 loss_class_dn: 0.361000 loss_bbox_dn: 0.129642 loss_giou_dn: 0.427066 loss_class_aux_dn: 1.933890 loss_bbox_aux_dn: 0.777931 loss_giou_aux_dn: 2.379421 loss: 15.782480 eta: 36 days, 18:15:46 batch_cost: 0.7995 data_cost: 0.0006 ips: 10.0059 images/s [07/21 16:08:47] ppdet.engine INFO: Epoch: [3] [25600/54024] learning_rate: 0.000100 loss_class: 0.767534 loss_bbox: 0.127812 loss_giou: 0.543453 loss_class_aux: 4.766875 loss_bbox_aux: 0.835305 loss_giou_aux: 3.399410 loss_class_dn: 0.373527 loss_bbox_dn: 0.132025 loss_giou_dn: 0.468342 loss_class_aux_dn: 2.002213 loss_bbox_aux_dn: 0.792049 loss_giou_aux_dn: 2.583364 loss: 17.195910 eta: 36 days, 17:59:57 batch_cost: 0.7982 data_cost: 0.0274 ips: 10.0225 images/s [07/21 16:10:17] ppdet.engine INFO: Epoch: [3] [25700/54024] learning_rate: 0.000100 loss_class: 0.748238 loss_bbox: 0.138120 loss_giou: 0.577346 loss_class_aux: 4.671305 loss_bbox_aux: 0.903305 loss_giou_aux: 3.586674 loss_class_dn: 0.371368 loss_bbox_dn: 0.139693 loss_giou_dn: 0.438828 loss_class_aux_dn: 2.006710 loss_bbox_aux_dn: 0.811545 loss_giou_aux_dn: 2.502669 loss: 17.180098 eta: 36 days, 17:57:08 batch_cost: 0.8519 data_cost: 0.0658 ips: 9.3911 images/s [07/21 16:11:40] ppdet.engine INFO: Epoch: [3] [25800/54024] learning_rate: 0.000100 loss_class: 0.718029 loss_bbox: 0.117914 loss_giou: 0.492395 loss_class_aux: 4.429426 loss_bbox_aux: 0.788424 loss_giou_aux: 3.102975 loss_class_dn: 0.357825 loss_bbox_dn: 0.122487 loss_giou_dn: 0.434501 loss_class_aux_dn: 1.927373 loss_bbox_aux_dn: 0.756734 loss_giou_aux_dn: 2.432311 loss: 16.040543 eta: 36 days, 17:38:42 batch_cost: 0.7866 data_cost: 0.0006 ips: 10.1703 images/s [07/21 16:13:08] ppdet.engine INFO: Epoch: [3] [25900/54024] learning_rate: 0.000100 loss_class: 0.670570 loss_bbox: 0.111182 loss_giou: 0.497692 loss_class_aux: 4.198582 loss_bbox_aux: 0.753770 loss_giou_aux: 3.116848 loss_class_dn: 0.337619 loss_bbox_dn: 0.120392 loss_giou_dn: 0.397200 loss_class_aux_dn: 1.812467 loss_bbox_aux_dn: 0.713265 loss_giou_aux_dn: 2.218271 loss: 15.234689 eta: 36 days, 17:31:36 batch_cost: 0.8335 data_cost: 0.0008 ips: 9.5976 images/s [07/21 16:14:30] ppdet.engine INFO: Epoch: [3] [26000/54024] learning_rate: 0.000100 loss_class: 0.712580 loss_bbox: 0.124717 loss_giou: 0.538794 loss_class_aux: 4.454679 loss_bbox_aux: 0.834497 loss_giou_aux: 3.443645 loss_class_dn: 0.363781 loss_bbox_dn: 0.129499 loss_giou_dn: 0.445882 loss_class_aux_dn: 1.966840 loss_bbox_aux_dn: 0.768122 loss_giou_aux_dn: 2.506384 loss: 16.500821 eta: 36 days, 17:08:47 batch_cost: 0.7672 data_cost: 0.0007 ips: 10.4276 images/s [07/21 16:15:55] ppdet.engine INFO: Epoch: [3] [26100/54024] learning_rate: 0.000100 loss_class: 0.686588 loss_bbox: 0.121145 loss_giou: 0.524146 loss_class_aux: 4.318400 loss_bbox_aux: 0.769305 loss_giou_aux: 3.324702 loss_class_dn: 0.355595 loss_bbox_dn: 0.129928 loss_giou_dn: 0.422982 loss_class_aux_dn: 1.913223 loss_bbox_aux_dn: 0.770867 loss_giou_aux_dn: 2.323189 loss: 15.814992 eta: 36 days, 16:55:14 batch_cost: 0.8056 data_cost: 0.0289 ips: 9.9301 images/s [07/21 16:17:22] ppdet.engine INFO: Epoch: [3] [26200/54024] learning_rate: 0.000100 loss_class: 0.693583 loss_bbox: 0.131189 loss_giou: 0.506667 loss_class_aux: 4.295780 loss_bbox_aux: 0.827161 loss_giou_aux: 3.227314 loss_class_dn: 0.372811 loss_bbox_dn: 0.133849 loss_giou_dn: 0.425200 loss_class_aux_dn: 1.991132 loss_bbox_aux_dn: 0.795900 loss_giou_aux_dn: 2.358534 loss: 15.944599 eta: 36 days, 16:45:36 batch_cost: 0.8219 data_cost: 0.0219 ips: 9.7339 images/s [07/21 16:18:43] ppdet.engine INFO: Epoch: [3] [26300/54024] learning_rate: 0.000100 loss_class: 0.746989 loss_bbox: 0.132745 loss_giou: 0.545070 loss_class_aux: 4.547153 loss_bbox_aux: 0.861930 loss_giou_aux: 3.407590 loss_class_dn: 0.385677 loss_bbox_dn: 0.140126 loss_giou_dn: 0.456248 loss_class_aux_dn: 2.077260 loss_bbox_aux_dn: 0.840394 loss_giou_aux_dn: 2.533453 loss: 16.649608 eta: 36 days, 16:20:55 batch_cost: 0.7575 data_cost: 0.0006 ips: 10.5613 images/s [07/21 16:20:11] ppdet.engine INFO: Epoch: [3] [26400/54024] learning_rate: 0.000100 loss_class: 0.693083 loss_bbox: 0.117776 loss_giou: 0.498838 loss_class_aux: 4.347088 loss_bbox_aux: 0.772252 loss_giou_aux: 3.152268 loss_class_dn: 0.347754 loss_bbox_dn: 0.120208 loss_giou_dn: 0.416719 loss_class_aux_dn: 1.875261 loss_bbox_aux_dn: 0.723711 loss_giou_aux_dn: 2.317191 loss: 15.465863 eta: 36 days, 16:16:08 batch_cost: 0.8419 data_cost: 0.0886 ips: 9.5025 images/s [07/21 16:21:36] ppdet.engine INFO: Epoch: [3] [26500/54024] learning_rate: 0.000100 loss_class: 0.746989 loss_bbox: 0.133059 loss_giou: 0.541195 loss_class_aux: 4.679053 loss_bbox_aux: 0.872061 loss_giou_aux: 3.378458 loss_class_dn: 0.372273 loss_bbox_dn: 0.135340 loss_giou_dn: 0.433184 loss_class_aux_dn: 1.980302 loss_bbox_aux_dn: 0.785277 loss_giou_aux_dn: 2.403233 loss: 17.102174 eta: 36 days, 16:01:10 batch_cost: 0.7981 data_cost: 0.0261 ips: 10.0243 images/s [07/21 16:23:01] ppdet.engine INFO: Epoch: [3] [26600/54024] learning_rate: 0.000100 loss_class: 0.729915 loss_bbox: 0.116915 loss_giou: 0.505313 loss_class_aux: 4.576452 loss_bbox_aux: 0.755031 loss_giou_aux: 3.162040 loss_class_dn: 0.363689 loss_bbox_dn: 0.119024 loss_giou_dn: 0.409342 loss_class_aux_dn: 1.958514 loss_bbox_aux_dn: 0.723272 loss_giou_aux_dn: 2.322214 loss: 16.107791 eta: 36 days, 15:47:31 batch_cost: 0.8032 data_cost: 0.0006 ips: 9.9600 images/s [07/21 16:24:35] ppdet.engine INFO: Epoch: [3] [26700/54024] learning_rate: 0.000100 loss_class: 0.702297 loss_bbox: 0.120750 loss_giou: 0.552549 loss_class_aux: 4.451120 loss_bbox_aux: 0.792358 loss_giou_aux: 3.466071 loss_class_dn: 0.370878 loss_bbox_dn: 0.122520 loss_giou_dn: 0.447311 loss_class_aux_dn: 2.009228 loss_bbox_aux_dn: 0.724234 loss_giou_aux_dn: 2.458571 loss: 16.334571 eta: 36 days, 15:54:55 batch_cost: 0.8940 data_cost: 0.0099 ips: 8.9490 images/s [07/21 16:25:57] ppdet.engine INFO: Epoch: [3] [26800/54024] learning_rate: 0.000100 loss_class: 0.764632 loss_bbox: 0.128093 loss_giou: 0.523368 loss_class_aux: 4.726157 loss_bbox_aux: 0.841964 loss_giou_aux: 3.274384 loss_class_dn: 0.393306 loss_bbox_dn: 0.122540 loss_giou_dn: 0.434172 loss_class_aux_dn: 2.086734 loss_bbox_aux_dn: 0.756702 loss_giou_aux_dn: 2.463480 loss: 17.220558 eta: 36 days, 15:34:03 batch_cost: 0.7715 data_cost: 0.0120 ips: 10.3700 images/s [07/21 16:27:24] ppdet.engine INFO: Epoch: [3] [26900/54024] learning_rate: 0.000100 loss_class: 0.721850 loss_bbox: 0.131515 loss_giou: 0.584692 loss_class_aux: 4.556501 loss_bbox_aux: 0.847087 loss_giou_aux: 3.629619 loss_class_dn: 0.369838 loss_bbox_dn: 0.127023 loss_giou_dn: 0.474356 loss_class_aux_dn: 1.966017 loss_bbox_aux_dn: 0.742641 loss_giou_aux_dn: 2.624133 loss: 16.943014 eta: 36 days, 15:25:38 batch_cost: 0.8252 data_cost: 0.0206 ips: 9.6951 images/s [07/21 16:29:09] ppdet.engine INFO: Epoch: [3] [27000/54024] learning_rate: 0.000100 loss_class: 0.712919 loss_bbox: 0.118263 loss_giou: 0.519250 loss_class_aux: 4.490586 loss_bbox_aux: 0.767694 loss_giou_aux: 3.242407 loss_class_dn: 0.349082 loss_bbox_dn: 0.123773 loss_giou_dn: 0.410514 loss_class_aux_dn: 1.895926 loss_bbox_aux_dn: 0.756099 loss_giou_aux_dn: 2.299465 loss: 15.638620 eta: 36 days, 15:58:57 batch_cost: 1.0075 data_cost: 0.0377 ips: 7.9403 images/s [07/21 16:30:34] ppdet.engine INFO: Epoch: [3] [27100/54024] learning_rate: 0.000100 loss_class: 0.730500 loss_bbox: 0.131240 loss_giou: 0.528139 loss_class_aux: 4.513304 loss_bbox_aux: 0.858512 loss_giou_aux: 3.377859 loss_class_dn: 0.363904 loss_bbox_dn: 0.128692 loss_giou_dn: 0.465805 loss_class_aux_dn: 1.952086 loss_bbox_aux_dn: 0.776241 loss_giou_aux_dn: 2.533419 loss: 16.719974 eta: 36 days, 15:44:46 batch_cost: 0.8000 data_cost: 0.0006 ips: 10.0001 images/s [07/21 16:32:17] ppdet.engine INFO: Epoch: [3] [27200/54024] learning_rate: 0.000100 loss_class: 0.722657 loss_bbox: 0.123305 loss_giou: 0.531980 loss_class_aux: 4.485715 loss_bbox_aux: 0.807634 loss_giou_aux: 3.350326 loss_class_dn: 0.363052 loss_bbox_dn: 0.125984 loss_giou_dn: 0.448543 loss_class_aux_dn: 1.978067 loss_bbox_aux_dn: 0.744182 loss_giou_aux_dn: 2.504004 loss: 16.562084 eta: 36 days, 16:09:52 batch_cost: 0.9729 data_cost: 0.1005 ips: 8.2231 images/s [07/21 16:33:48] ppdet.engine INFO: Epoch: [3] [27300/54024] learning_rate: 0.000100 loss_class: 0.724690 loss_bbox: 0.128644 loss_giou: 0.553861 loss_class_aux: 4.479900 loss_bbox_aux: 0.829227 loss_giou_aux: 3.482204 loss_class_dn: 0.381365 loss_bbox_dn: 0.125725 loss_giou_dn: 0.465570 loss_class_aux_dn: 2.019023 loss_bbox_aux_dn: 0.766520 loss_giou_aux_dn: 2.555055 loss: 16.663351 eta: 36 days, 16:11:24 batch_cost: 0.8694 data_cost: 0.0069 ips: 9.2022 images/s [07/21 16:35:13] ppdet.engine INFO: Epoch: [3] [27400/54024] learning_rate: 0.000100 loss_class: 0.736019 loss_bbox: 0.123699 loss_giou: 0.532975 loss_class_aux: 4.683159 loss_bbox_aux: 0.816559 loss_giou_aux: 3.346421 loss_class_dn: 0.382802 loss_bbox_dn: 0.124467 loss_giou_dn: 0.443249 loss_class_aux_dn: 2.059580 loss_bbox_aux_dn: 0.742120 loss_giou_aux_dn: 2.467388 loss: 16.602401 eta: 36 days, 15:57:43 batch_cost: 0.8019 data_cost: 0.0130 ips: 9.9766 images/s [07/21 16:36:45] ppdet.engine INFO: Epoch: [3] [27500/54024] learning_rate: 0.000100 loss_class: 0.667707 loss_bbox: 0.116945 loss_giou: 0.477286 loss_class_aux: 4.130300 loss_bbox_aux: 0.791913 loss_giou_aux: 3.018861 loss_class_dn: 0.333119 loss_bbox_dn: 0.115732 loss_giou_dn: 0.394480 loss_class_aux_dn: 1.798408 loss_bbox_aux_dn: 0.711408 loss_giou_aux_dn: 2.222107 loss: 15.295225 eta: 36 days, 16:00:16 batch_cost: 0.8739 data_cost: 0.0006 ips: 9.1547 images/s [07/21 16:38:12] ppdet.engine INFO: Epoch: [3] [27600/54024] learning_rate: 0.000100 loss_class: 0.735807 loss_bbox: 0.126220 loss_giou: 0.582205 loss_class_aux: 4.604011 loss_bbox_aux: 0.825827 loss_giou_aux: 3.580032 loss_class_dn: 0.364519 loss_bbox_dn: 0.126281 loss_giou_dn: 0.476387 loss_class_aux_dn: 1.968566 loss_bbox_aux_dn: 0.758560 loss_giou_aux_dn: 2.618481 loss: 16.897003 eta: 36 days, 15:51:01 batch_cost: 0.8212 data_cost: 0.0006 ips: 9.7422 images/s [07/21 16:39:52] ppdet.engine INFO: Epoch: [3] [27700/54024] learning_rate: 0.000100 loss_class: 0.745919 loss_bbox: 0.139892 loss_giou: 0.561344 loss_class_aux: 4.628151 loss_bbox_aux: 0.893726 loss_giou_aux: 3.464451 loss_class_dn: 0.358872 loss_bbox_dn: 0.129205 loss_giou_dn: 0.434312 loss_class_aux_dn: 1.923766 loss_bbox_aux_dn: 0.785061 loss_giou_aux_dn: 2.416826 loss: 16.140919 eta: 36 days, 16:11:28 batch_cost: 0.9543 data_cost: 0.1074 ips: 8.3828 images/s [07/21 16:41:17] ppdet.engine INFO: Epoch: [3] [27800/54024] learning_rate: 0.000100 loss_class: 0.752755 loss_bbox: 0.126259 loss_giou: 0.541558 loss_class_aux: 4.650445 loss_bbox_aux: 0.816897 loss_giou_aux: 3.465154 loss_class_dn: 0.366466 loss_bbox_dn: 0.129076 loss_giou_dn: 0.463125 loss_class_aux_dn: 1.970195 loss_bbox_aux_dn: 0.765606 loss_giou_aux_dn: 2.576367 loss: 17.152245 eta: 36 days, 15:57:15 batch_cost: 0.7987 data_cost: 0.0013 ips: 10.0161 images/s [07/21 16:42:47] ppdet.engine INFO: Epoch: [3] [27900/54024] learning_rate: 0.000100 loss_class: 0.707837 loss_bbox: 0.123124 loss_giou: 0.511569 loss_class_aux: 4.483546 loss_bbox_aux: 0.794663 loss_giou_aux: 3.228964 loss_class_dn: 0.376646 loss_bbox_dn: 0.119522 loss_giou_dn: 0.422574 loss_class_aux_dn: 2.010144 loss_bbox_aux_dn: 0.726653 loss_giou_aux_dn: 2.373751 loss: 16.603684 eta: 36 days, 15:55:04 batch_cost: 0.8528 data_cost: 0.0312 ips: 9.3807 images/s [07/21 16:44:30] ppdet.engine INFO: Epoch: [3] [28000/54024] learning_rate: 0.000100 loss_class: 0.708886 loss_bbox: 0.120571 loss_giou: 0.513238 loss_class_aux: 4.460355 loss_bbox_aux: 0.790588 loss_giou_aux: 3.212812 loss_class_dn: 0.355975 loss_bbox_dn: 0.126719 loss_giou_dn: 0.429385 loss_class_aux_dn: 1.901519 loss_bbox_aux_dn: 0.752771 loss_giou_aux_dn: 2.371753 loss: 15.958274 eta: 36 days, 16:20:20 batch_cost: 0.9774 data_cost: 0.0006 ips: 8.1850 images/s [07/21 16:45:55] ppdet.engine INFO: Epoch: [3] [28100/54024] learning_rate: 0.000100 loss_class: 0.737185 loss_bbox: 0.122884 loss_giou: 0.485192 loss_class_aux: 4.539676 loss_bbox_aux: 0.819106 loss_giou_aux: 3.068030 loss_class_dn: 0.347504 loss_bbox_dn: 0.128832 loss_giou_dn: 0.411545 loss_class_aux_dn: 1.865774 loss_bbox_aux_dn: 0.772434 loss_giou_aux_dn: 2.317597 loss: 15.803709 eta: 36 days, 16:06:48 batch_cost: 0.8015 data_cost: 0.0006 ips: 9.9816 images/s [07/21 16:47:23] ppdet.engine INFO: Epoch: [3] [28200/54024] learning_rate: 0.000100 loss_class: 0.757466 loss_bbox: 0.123120 loss_giou: 0.542394 loss_class_aux: 4.696233 loss_bbox_aux: 0.829923 loss_giou_aux: 3.444250 loss_class_dn: 0.376894 loss_bbox_dn: 0.137167 loss_giou_dn: 0.441529 loss_class_aux_dn: 2.010102 loss_bbox_aux_dn: 0.805102 loss_giou_aux_dn: 2.468084 loss: 16.628630 eta: 36 days, 16:00:24 batch_cost: 0.8337 data_cost: 0.0006 ips: 9.5960 images/s [07/21 16:49:01] ppdet.engine INFO: Epoch: [3] [28300/54024] learning_rate: 0.000100 loss_class: 0.689675 loss_bbox: 0.112780 loss_giou: 0.519121 loss_class_aux: 4.240423 loss_bbox_aux: 0.739000 loss_giou_aux: 3.187042 loss_class_dn: 0.347022 loss_bbox_dn: 0.123517 loss_giou_dn: 0.416318 loss_class_aux_dn: 1.878224 loss_bbox_aux_dn: 0.723519 loss_giou_aux_dn: 2.335716 loss: 15.451389 eta: 36 days, 16:14:48 batch_cost: 0.9290 data_cost: 0.0580 ips: 8.6115 images/s [07/21 16:50:24] ppdet.engine INFO: Epoch: [3] [28400/54024] learning_rate: 0.000100 loss_class: 0.702357 loss_bbox: 0.129284 loss_giou: 0.553580 loss_class_aux: 4.539508 loss_bbox_aux: 0.847398 loss_giou_aux: 3.465413 loss_class_dn: 0.370146 loss_bbox_dn: 0.124544 loss_giou_dn: 0.455878 loss_class_aux_dn: 1.997664 loss_bbox_aux_dn: 0.756735 loss_giou_aux_dn: 2.541580 loss: 16.485883 eta: 36 days, 15:57:16 batch_cost: 0.7824 data_cost: 0.0006 ips: 10.2248 images/s [07/21 16:51:49] ppdet.engine INFO: Epoch: [3] [28500/54024] learning_rate: 0.000100 loss_class: 0.739150 loss_bbox: 0.122888 loss_giou: 0.518209 loss_class_aux: 4.663786 loss_bbox_aux: 0.804885 loss_giou_aux: 3.237668 loss_class_dn: 0.370409 loss_bbox_dn: 0.127694 loss_giou_dn: 0.431533 loss_class_aux_dn: 2.006028 loss_bbox_aux_dn: 0.762883 loss_giou_aux_dn: 2.422331 loss: 16.832652 eta: 36 days, 15:45:24 batch_cost: 0.8080 data_cost: 0.0006 ips: 9.9004 images/s [07/21 16:53:13] ppdet.engine INFO: Epoch: [3] [28600/54024] learning_rate: 0.000100 loss_class: 0.786559 loss_bbox: 0.125548 loss_giou: 0.584111 loss_class_aux: 4.818339 loss_bbox_aux: 0.804252 loss_giou_aux: 3.674019 loss_class_dn: 0.386891 loss_bbox_dn: 0.130946 loss_giou_dn: 0.473201 loss_class_aux_dn: 2.055034 loss_bbox_aux_dn: 0.792588 loss_giou_aux_dn: 2.658856 loss: 17.475165 eta: 36 days, 15:30:44 batch_cost: 0.7948 data_cost: 0.0121 ips: 10.0654 images/s [07/21 16:54:38] ppdet.engine INFO: Epoch: [3] [28700/54024] learning_rate: 0.000100 loss_class: 0.708321 loss_bbox: 0.121755 loss_giou: 0.490331 loss_class_aux: 4.414221 loss_bbox_aux: 0.809643 loss_giou_aux: 3.090283 loss_class_dn: 0.349876 loss_bbox_dn: 0.128436 loss_giou_dn: 0.411989 loss_class_aux_dn: 1.868925 loss_bbox_aux_dn: 0.781750 loss_giou_aux_dn: 2.276260 loss: 15.468789 eta: 36 days, 15:16:53 batch_cost: 0.7981 data_cost: 0.0006 ips: 10.0238 images/s [07/21 16:56:06] ppdet.engine INFO: Epoch: [3] [28800/54024] learning_rate: 0.000100 loss_class: 0.696675 loss_bbox: 0.122268 loss_giou: 0.476653 loss_class_aux: 4.317213 loss_bbox_aux: 0.799716 loss_giou_aux: 2.997766 loss_class_dn: 0.352999 loss_bbox_dn: 0.131961 loss_giou_dn: 0.408385 loss_class_aux_dn: 1.925489 loss_bbox_aux_dn: 0.791158 loss_giou_aux_dn: 2.307405 loss: 15.658435 eta: 36 days, 15:10:09 batch_cost: 0.8310 data_cost: 0.0551 ips: 9.6272 images/s [07/21 16:57:34] ppdet.engine INFO: Epoch: [3] [28900/54024] learning_rate: 0.000100 loss_class: 0.665405 loss_bbox: 0.116801 loss_giou: 0.496784 loss_class_aux: 4.200841 loss_bbox_aux: 0.763573 loss_giou_aux: 3.105061 loss_class_dn: 0.339390 loss_bbox_dn: 0.127130 loss_giou_dn: 0.416102 loss_class_aux_dn: 1.825510 loss_bbox_aux_dn: 0.741930 loss_giou_aux_dn: 2.296470 loss: 15.027294 eta: 36 days, 15:04:28 batch_cost: 0.8357 data_cost: 0.0203 ips: 9.5728 images/s [07/21 16:59:02] ppdet.engine INFO: Epoch: [3] [29000/54024] learning_rate: 0.000100 loss_class: 0.762525 loss_bbox: 0.122306 loss_giou: 0.536195 loss_class_aux: 4.713591 loss_bbox_aux: 0.782796 loss_giou_aux: 3.400841 loss_class_dn: 0.380080 loss_bbox_dn: 0.122884 loss_giou_dn: 0.452299 loss_class_aux_dn: 2.047744 loss_bbox_aux_dn: 0.720637 loss_giou_aux_dn: 2.522063 loss: 17.388352 eta: 36 days, 14:57:50 batch_cost: 0.8311 data_cost: 0.0148 ips: 9.6255 images/s [07/21 17:00:35] ppdet.engine INFO: Epoch: [3] [29100/54024] learning_rate: 0.000100 loss_class: 0.677127 loss_bbox: 0.124304 loss_giou: 0.569394 loss_class_aux: 4.241052 loss_bbox_aux: 0.798751 loss_giou_aux: 3.596753 loss_class_dn: 0.373436 loss_bbox_dn: 0.125281 loss_giou_dn: 0.453737 loss_class_aux_dn: 1.979728 loss_bbox_aux_dn: 0.761267 loss_giou_aux_dn: 2.533418 loss: 16.644918 eta: 36 days, 15:02:52 batch_cost: 0.8860 data_cost: 0.0007 ips: 9.0293 images/s [07/21 17:01:59] ppdet.engine INFO: Epoch: [3] [29200/54024] learning_rate: 0.000100 loss_class: 0.685914 loss_bbox: 0.136475 loss_giou: 0.527403 loss_class_aux: 4.387485 loss_bbox_aux: 0.869782 loss_giou_aux: 3.294463 loss_class_dn: 0.356193 loss_bbox_dn: 0.126679 loss_giou_dn: 0.451617 loss_class_aux_dn: 1.914081 loss_bbox_aux_dn: 0.753370 loss_giou_aux_dn: 2.496357 loss: 16.419889 eta: 36 days, 14:46:38 batch_cost: 0.7854 data_cost: 0.0022 ips: 10.1852 images/s [07/21 17:03:30] ppdet.engine INFO: Epoch: [3] [29300/54024] learning_rate: 0.000100 loss_class: 0.714808 loss_bbox: 0.124446 loss_giou: 0.536415 loss_class_aux: 4.377676 loss_bbox_aux: 0.794803 loss_giou_aux: 3.366233 loss_class_dn: 0.347352 loss_bbox_dn: 0.121772 loss_giou_dn: 0.421330 loss_class_aux_dn: 1.881241 loss_bbox_aux_dn: 0.728170 loss_giou_aux_dn: 2.371238 loss: 15.565254 eta: 36 days, 14:45:08 batch_cost: 0.8550 data_cost: 0.0006 ips: 9.3567 images/s [07/21 17:05:00] ppdet.engine INFO: Epoch: [3] [29400/54024] learning_rate: 0.000100 loss_class: 0.702855 loss_bbox: 0.117484 loss_giou: 0.532912 loss_class_aux: 4.405754 loss_bbox_aux: 0.752454 loss_giou_aux: 3.337981 loss_class_dn: 0.356792 loss_bbox_dn: 0.132120 loss_giou_dn: 0.424683 loss_class_aux_dn: 1.908546 loss_bbox_aux_dn: 0.763012 loss_giou_aux_dn: 2.358116 loss: 15.831620 eta: 36 days, 14:44:20 batch_cost: 0.8584 data_cost: 0.0299 ips: 9.3194 images/s [07/21 17:06:22] ppdet.engine INFO: Epoch: [3] [29500/54024] learning_rate: 0.000100 loss_class: 0.725294 loss_bbox: 0.123498 loss_giou: 0.539272 loss_class_aux: 4.488245 loss_bbox_aux: 0.822494 loss_giou_aux: 3.343813 loss_class_dn: 0.364105 loss_bbox_dn: 0.124508 loss_giou_dn: 0.438418 loss_class_aux_dn: 1.943092 loss_bbox_aux_dn: 0.741446 loss_giou_aux_dn: 2.457905 loss: 16.154880 eta: 36 days, 14:25:20 batch_cost: 0.7713 data_cost: 0.0006 ips: 10.3726 images/s [07/21 17:08:01] ppdet.engine INFO: Epoch: [3] [29600/54024] learning_rate: 0.000100 loss_class: 0.696910 loss_bbox: 0.121287 loss_giou: 0.462662 loss_class_aux: 4.340590 loss_bbox_aux: 0.802794 loss_giou_aux: 2.933291 loss_class_dn: 0.327973 loss_bbox_dn: 0.121735 loss_giou_dn: 0.400326 loss_class_aux_dn: 1.775394 loss_bbox_aux_dn: 0.740581 loss_giou_aux_dn: 2.192054 loss: 15.146807 eta: 36 days, 14:42:38 batch_cost: 0.9451 data_cost: 0.0763 ips: 8.4650 images/s [07/21 17:09:37] ppdet.engine INFO: Epoch: [3] [29700/54024] learning_rate: 0.000100 loss_class: 0.732094 loss_bbox: 0.133466 loss_giou: 0.543752 loss_class_aux: 4.485399 loss_bbox_aux: 0.878508 loss_giou_aux: 3.393685 loss_class_dn: 0.371583 loss_bbox_dn: 0.128517 loss_giou_dn: 0.446956 loss_class_aux_dn: 1.995197 loss_bbox_aux_dn: 0.760227 loss_giou_aux_dn: 2.453240 loss: 16.350969 eta: 36 days, 14:52:48 batch_cost: 0.9112 data_cost: 0.1121 ips: 8.7796 images/s [07/21 17:11:06] ppdet.engine INFO: Epoch: [3] [29800/54024] learning_rate: 0.000100 loss_class: 0.713968 loss_bbox: 0.120838 loss_giou: 0.508651 loss_class_aux: 4.501168 loss_bbox_aux: 0.802932 loss_giou_aux: 3.212427 loss_class_dn: 0.361336 loss_bbox_dn: 0.122892 loss_giou_dn: 0.433491 loss_class_aux_dn: 1.928825 loss_bbox_aux_dn: 0.752664 loss_giou_aux_dn: 2.415611 loss: 16.074917 eta: 36 days, 14:47:58 batch_cost: 0.8391 data_cost: 0.0006 ips: 9.5336 images/s [07/21 17:12:56] ppdet.engine INFO: Epoch: [3] [29900/54024] learning_rate: 0.000100 loss_class: 0.727033 loss_bbox: 0.116735 loss_giou: 0.522236 loss_class_aux: 4.536812 loss_bbox_aux: 0.782294 loss_giou_aux: 3.249734 loss_class_dn: 0.357975 loss_bbox_dn: 0.126968 loss_giou_dn: 0.442997 loss_class_aux_dn: 1.904070 loss_bbox_aux_dn: 0.772520 loss_giou_aux_dn: 2.475785 loss: 16.341413 eta: 36 days, 15:26:49 batch_cost: 1.0510 data_cost: 0.0094 ips: 7.6120 images/s [07/21 17:14:26] ppdet.engine INFO: Epoch: [3] [30000/54024] learning_rate: 0.000100 loss_class: 0.701091 loss_bbox: 0.112352 loss_giou: 0.521652 loss_class_aux: 4.394176 loss_bbox_aux: 0.748057 loss_giou_aux: 3.298935 loss_class_dn: 0.358014 loss_bbox_dn: 0.117255 loss_giou_dn: 0.432236 loss_class_aux_dn: 1.944166 loss_bbox_aux_dn: 0.714348 loss_giou_aux_dn: 2.405699 loss: 16.029360 eta: 36 days, 15:22:46 batch_cost: 0.8434 data_cost: 0.0547 ips: 9.4851 images/s [07/21 17:15:56] ppdet.engine INFO: Epoch: [3] [30100/54024] learning_rate: 0.000100 loss_class: 0.689541 loss_bbox: 0.120150 loss_giou: 0.545344 loss_class_aux: 4.313427 loss_bbox_aux: 0.793858 loss_giou_aux: 3.387192 loss_class_dn: 0.355739 loss_bbox_dn: 0.117588 loss_giou_dn: 0.433185 loss_class_aux_dn: 1.914385 loss_bbox_aux_dn: 0.691897 loss_giou_aux_dn: 2.450140 loss: 16.019991 eta: 36 days, 15:20:01 batch_cost: 0.8497 data_cost: 0.0044 ips: 9.4153 images/s [07/21 17:17:35] ppdet.engine INFO: Epoch: [3] [30200/54024] learning_rate: 0.000100 loss_class: 0.731411 loss_bbox: 0.130755 loss_giou: 0.563568 loss_class_aux: 4.544193 loss_bbox_aux: 0.838000 loss_giou_aux: 3.541284 loss_class_dn: 0.367289 loss_bbox_dn: 0.128449 loss_giou_dn: 0.478045 loss_class_aux_dn: 1.966297 loss_bbox_aux_dn: 0.774835 loss_giou_aux_dn: 2.614463 loss: 17.110329 eta: 36 days, 15:38:05 batch_cost: 0.9517 data_cost: 0.1372 ips: 8.4059 images/s [07/21 17:19:16] ppdet.engine INFO: Epoch: [3] [30300/54024] learning_rate: 0.000100 loss_class: 0.703945 loss_bbox: 0.111115 loss_giou: 0.523753 loss_class_aux: 4.352754 loss_bbox_aux: 0.732355 loss_giou_aux: 3.254638 loss_class_dn: 0.362467 loss_bbox_dn: 0.107268 loss_giou_dn: 0.411587 loss_class_aux_dn: 1.934354 loss_bbox_aux_dn: 0.640982 loss_giou_aux_dn: 2.281509 loss: 15.704145 eta: 36 days, 15:57:12 batch_cost: 0.9575 data_cost: 0.1258 ips: 8.3553 images/s [07/21 17:20:57] ppdet.engine INFO: Epoch: [3] [30400/54024] learning_rate: 0.000100 loss_class: 0.746173 loss_bbox: 0.129316 loss_giou: 0.571697 loss_class_aux: 4.661707 loss_bbox_aux: 0.859577 loss_giou_aux: 3.552169 loss_class_dn: 0.373527 loss_bbox_dn: 0.134679 loss_giou_dn: 0.459640 loss_class_aux_dn: 1.992784 loss_bbox_aux_dn: 0.787491 loss_giou_aux_dn: 2.575601 loss: 16.985397 eta: 36 days, 16:16:11 batch_cost: 0.9575 data_cost: 0.1955 ips: 8.3555 images/s [07/21 17:22:19] ppdet.engine INFO: Epoch: [3] [30500/54024] learning_rate: 0.000100 loss_class: 0.699600 loss_bbox: 0.127299 loss_giou: 0.514772 loss_class_aux: 4.311815 loss_bbox_aux: 0.822483 loss_giou_aux: 3.238906 loss_class_dn: 0.353923 loss_bbox_dn: 0.126026 loss_giou_dn: 0.428108 loss_class_aux_dn: 1.910658 loss_bbox_aux_dn: 0.753994 loss_giou_aux_dn: 2.401937 loss: 16.173683 eta: 36 days, 15:56:34 batch_cost: 0.7671 data_cost: 0.0008 ips: 10.4285 images/s [07/21 17:23:58] ppdet.engine INFO: Epoch: [3] [30600/54024] learning_rate: 0.000100 loss_class: 0.743231 loss_bbox: 0.119056 loss_giou: 0.513845 loss_class_aux: 4.614375 loss_bbox_aux: 0.796126 loss_giou_aux: 3.205524 loss_class_dn: 0.365005 loss_bbox_dn: 0.126707 loss_giou_dn: 0.424540 loss_class_aux_dn: 1.950232 loss_bbox_aux_dn: 0.748350 loss_giou_aux_dn: 2.408161 loss: 16.279006 eta: 36 days, 16:13:22 batch_cost: 0.9473 data_cost: 0.0599 ips: 8.4454 images/s [07/21 17:25:46] ppdet.engine INFO: Epoch: [3] [30700/54024] learning_rate: 0.000100 loss_class: 0.720618 loss_bbox: 0.128192 loss_giou: 0.568324 loss_class_aux: 4.535033 loss_bbox_aux: 0.826769 loss_giou_aux: 3.555242 loss_class_dn: 0.373231 loss_bbox_dn: 0.124583 loss_giou_dn: 0.461911 loss_class_aux_dn: 1.984465 loss_bbox_aux_dn: 0.753778 loss_giou_aux_dn: 2.572207 loss: 16.443734 eta: 36 days, 16:47:48 batch_cost: 1.0358 data_cost: 0.0334 ips: 7.7232 images/s [07/21 17:27:17] ppdet.engine INFO: Epoch: [3] [30800/54024] learning_rate: 0.000100 loss_class: 0.670318 loss_bbox: 0.116611 loss_giou: 0.529816 loss_class_aux: 4.205320 loss_bbox_aux: 0.775060 loss_giou_aux: 3.363611 loss_class_dn: 0.347300 loss_bbox_dn: 0.131782 loss_giou_dn: 0.445843 loss_class_aux_dn: 1.829350 loss_bbox_aux_dn: 0.794212 loss_giou_aux_dn: 2.463273 loss: 15.850923 eta: 36 days, 16:47:42 batch_cost: 0.8644 data_cost: 0.0757 ips: 9.2555 images/s [07/21 17:28:40] ppdet.engine INFO: Epoch: [3] [30900/54024] learning_rate: 0.000100 loss_class: 0.716183 loss_bbox: 0.131388 loss_giou: 0.548246 loss_class_aux: 4.432797 loss_bbox_aux: 0.823948 loss_giou_aux: 3.385564 loss_class_dn: 0.359594 loss_bbox_dn: 0.135416 loss_giou_dn: 0.433461 loss_class_aux_dn: 1.930164 loss_bbox_aux_dn: 0.816226 loss_giou_aux_dn: 2.489878 loss: 16.539723 eta: 36 days, 16:30:12 batch_cost: 0.7771 data_cost: 0.0006 ips: 10.2947 images/s [07/21 17:30:03] ppdet.engine INFO: Epoch: [3] [31000/54024] learning_rate: 0.000100 loss_class: 0.712856 loss_bbox: 0.125041 loss_giou: 0.529684 loss_class_aux: 4.486044 loss_bbox_aux: 0.823435 loss_giou_aux: 3.245722 loss_class_dn: 0.358548 loss_bbox_dn: 0.129438 loss_giou_dn: 0.424708 loss_class_aux_dn: 1.930533 loss_bbox_aux_dn: 0.785909 loss_giou_aux_dn: 2.349395 loss: 16.291098 eta: 36 days, 16:14:18 batch_cost: 0.7847 data_cost: 0.0006 ips: 10.1954 images/s [07/21 17:31:37] ppdet.engine INFO: Epoch: [3] [31100/54024] learning_rate: 0.000100 loss_class: 0.708341 loss_bbox: 0.127275 loss_giou: 0.534369 loss_class_aux: 4.429964 loss_bbox_aux: 0.827956 loss_giou_aux: 3.350952 loss_class_dn: 0.348930 loss_bbox_dn: 0.124568 loss_giou_dn: 0.435682 loss_class_aux_dn: 1.912825 loss_bbox_aux_dn: 0.769291 loss_giou_aux_dn: 2.393898 loss: 15.765327 eta: 36 days, 16:21:04 batch_cost: 0.8986 data_cost: 0.0006 ips: 8.9025 images/s [07/21 17:33:04] ppdet.engine INFO: Epoch: [3] [31200/54024] learning_rate: 0.000100 loss_class: 0.707987 loss_bbox: 0.122213 loss_giou: 0.540479 loss_class_aux: 4.313807 loss_bbox_aux: 0.812954 loss_giou_aux: 3.394203 loss_class_dn: 0.364751 loss_bbox_dn: 0.114043 loss_giou_dn: 0.436028 loss_class_aux_dn: 1.980953 loss_bbox_aux_dn: 0.729292 loss_giou_aux_dn: 2.425150 loss: 16.140980 eta: 36 days, 16:13:27 batch_cost: 0.8260 data_cost: 0.0811 ips: 9.6855 images/s [07/21 17:34:28] ppdet.engine INFO: Epoch: [3] [31300/54024] learning_rate: 0.000100 loss_class: 0.700253 loss_bbox: 0.118930 loss_giou: 0.515667 loss_class_aux: 4.362242 loss_bbox_aux: 0.772298 loss_giou_aux: 3.222017 loss_class_dn: 0.353287 loss_bbox_dn: 0.121355 loss_giou_dn: 0.416634 loss_class_aux_dn: 1.895518 loss_bbox_aux_dn: 0.747199 loss_giou_aux_dn: 2.334140 loss: 15.551006 eta: 36 days, 15:59:36 batch_cost: 0.7942 data_cost: 0.0010 ips: 10.0735 images/s [07/21 17:35:54] ppdet.engine INFO: Epoch: [3] [31400/54024] learning_rate: 0.000100 loss_class: 0.722882 loss_bbox: 0.129342 loss_giou: 0.527756 loss_class_aux: 4.489938 loss_bbox_aux: 0.841056 loss_giou_aux: 3.251859 loss_class_dn: 0.359322 loss_bbox_dn: 0.127489 loss_giou_dn: 0.427020 loss_class_aux_dn: 1.927451 loss_bbox_aux_dn: 0.767759 loss_giou_aux_dn: 2.373280 loss: 16.143139 eta: 36 days, 15:48:59 batch_cost: 0.8102 data_cost: 0.0138 ips: 9.8737 images/s [07/21 17:37:39] ppdet.engine INFO: Epoch: [3] [31500/54024] learning_rate: 0.000100 loss_class: 0.725807 loss_bbox: 0.121404 loss_giou: 0.502673 loss_class_aux: 4.497461 loss_bbox_aux: 0.806527 loss_giou_aux: 3.069657 loss_class_dn: 0.364145 loss_bbox_dn: 0.126455 loss_giou_dn: 0.411565 loss_class_aux_dn: 1.946082 loss_bbox_aux_dn: 0.765902 loss_giou_aux_dn: 2.317857 loss: 16.079968 eta: 36 days, 16:15:23 batch_cost: 0.9992 data_cost: 0.0931 ips: 8.0064 images/s [07/21 17:39:07] ppdet.engine INFO: Epoch: [3] [31600/54024] learning_rate: 0.000100 loss_class: 0.675212 loss_bbox: 0.123434 loss_giou: 0.488979 loss_class_aux: 4.145087 loss_bbox_aux: 0.794355 loss_giou_aux: 3.087154 loss_class_dn: 0.335940 loss_bbox_dn: 0.119769 loss_giou_dn: 0.401297 loss_class_aux_dn: 1.812486 loss_bbox_aux_dn: 0.755384 loss_giou_aux_dn: 2.244990 loss: 15.077828 eta: 36 days, 16:10:18 batch_cost: 0.8386 data_cost: 0.0007 ips: 9.5399 images/s [07/21 17:40:44] ppdet.engine INFO: Epoch: [3] [31700/54024] learning_rate: 0.000100 loss_class: 0.710880 loss_bbox: 0.127534 loss_giou: 0.563598 loss_class_aux: 4.428580 loss_bbox_aux: 0.790933 loss_giou_aux: 3.519233 loss_class_dn: 0.367502 loss_bbox_dn: 0.121941 loss_giou_dn: 0.466371 loss_class_aux_dn: 1.959856 loss_bbox_aux_dn: 0.743517 loss_giou_aux_dn: 2.506647 loss: 16.891995 eta: 36 days, 16:20:46 batch_cost: 0.9185 data_cost: 0.0693 ips: 8.7101 images/s [07/21 17:42:15] ppdet.engine INFO: Epoch: [3] [31800/54024] learning_rate: 0.000100 loss_class: 0.692987 loss_bbox: 0.123190 loss_giou: 0.496936 loss_class_aux: 4.327863 loss_bbox_aux: 0.792908 loss_giou_aux: 3.127994 loss_class_dn: 0.351513 loss_bbox_dn: 0.128604 loss_giou_dn: 0.396280 loss_class_aux_dn: 1.893245 loss_bbox_aux_dn: 0.753536 loss_giou_aux_dn: 2.258455 loss: 15.363138 eta: 36 days, 16:20:06 batch_cost: 0.8614 data_cost: 0.0996 ips: 9.2868 images/s [07/21 17:43:43] ppdet.engine INFO: Epoch: [3] [31900/54024] learning_rate: 0.000100 loss_class: 0.681196 loss_bbox: 0.113184 loss_giou: 0.551166 loss_class_aux: 4.310213 loss_bbox_aux: 0.756488 loss_giou_aux: 3.475530 loss_class_dn: 0.362573 loss_bbox_dn: 0.120477 loss_giou_dn: 0.445705 loss_class_aux_dn: 1.924203 loss_bbox_aux_dn: 0.720575 loss_giou_aux_dn: 2.485177 loss: 16.693719 eta: 36 days, 16:13:40 batch_cost: 0.8316 data_cost: 0.0006 ips: 9.6196 images/s [07/21 17:45:07] ppdet.engine INFO: Epoch: [3] [32000/54024] learning_rate: 0.000100 loss_class: 0.738557 loss_bbox: 0.129092 loss_giou: 0.544618 loss_class_aux: 4.595335 loss_bbox_aux: 0.849175 loss_giou_aux: 3.480254 loss_class_dn: 0.382749 loss_bbox_dn: 0.132595 loss_giou_dn: 0.445425 loss_class_aux_dn: 2.030962 loss_bbox_aux_dn: 0.779418 loss_giou_aux_dn: 2.521258 loss: 17.228643 eta: 36 days, 15:59:37 batch_cost: 0.7918 data_cost: 0.0006 ips: 10.1031 images/s [07/21 17:46:28] ppdet.engine INFO: Epoch: [3] [32100/54024] learning_rate: 0.000100 loss_class: 0.728948 loss_bbox: 0.126656 loss_giou: 0.555234 loss_class_aux: 4.481549 loss_bbox_aux: 0.849095 loss_giou_aux: 3.433915 loss_class_dn: 0.375518 loss_bbox_dn: 0.129311 loss_giou_dn: 0.439519 loss_class_aux_dn: 1.988852 loss_bbox_aux_dn: 0.785730 loss_giou_aux_dn: 2.472139 loss: 16.771653 eta: 36 days, 15:40:41 batch_cost: 0.7660 data_cost: 0.0006 ips: 10.4437 images/s [07/21 17:47:48] ppdet.engine INFO: Epoch: [3] [32200/54024] learning_rate: 0.000100 loss_class: 0.714752 loss_bbox: 0.113119 loss_giou: 0.487682 loss_class_aux: 4.436145 loss_bbox_aux: 0.740260 loss_giou_aux: 3.059086 loss_class_dn: 0.344670 loss_bbox_dn: 0.120986 loss_giou_dn: 0.404739 loss_class_aux_dn: 1.829728 loss_bbox_aux_dn: 0.715054 loss_giou_aux_dn: 2.247431 loss: 15.146519 eta: 36 days, 15:20:10 batch_cost: 0.7571 data_cost: 0.0006 ips: 10.5665 images/s [07/21 17:49:11] ppdet.engine INFO: Epoch: [3] [32300/54024] learning_rate: 0.000100 loss_class: 0.720892 loss_bbox: 0.126544 loss_giou: 0.529369 loss_class_aux: 4.509248 loss_bbox_aux: 0.803964 loss_giou_aux: 3.295258 loss_class_dn: 0.374265 loss_bbox_dn: 0.127461 loss_giou_dn: 0.431878 loss_class_aux_dn: 2.012556 loss_bbox_aux_dn: 0.780154 loss_giou_aux_dn: 2.447193 loss: 16.412406 eta: 36 days, 15:04:49 batch_cost: 0.7836 data_cost: 0.0065 ips: 10.2096 images/s [07/21 17:50:49] ppdet.engine INFO: Epoch: [3] [32400/54024] learning_rate: 0.000100 loss_class: 0.691472 loss_bbox: 0.116419 loss_giou: 0.515386 loss_class_aux: 4.309976 loss_bbox_aux: 0.751574 loss_giou_aux: 3.264749 loss_class_dn: 0.359786 loss_bbox_dn: 0.121115 loss_giou_dn: 0.418724 loss_class_aux_dn: 1.926928 loss_bbox_aux_dn: 0.725284 loss_giou_aux_dn: 2.376607 loss: 15.719757 eta: 36 days, 15:17:25 batch_cost: 0.9303 data_cost: 0.0006 ips: 8.5997 images/s [07/21 17:52:12] ppdet.engine INFO: Epoch: [3] [32500/54024] learning_rate: 0.000100 loss_class: 0.680420 loss_bbox: 0.121407 loss_giou: 0.538871 loss_class_aux: 4.258878 loss_bbox_aux: 0.788785 loss_giou_aux: 3.376538 loss_class_dn: 0.350416 loss_bbox_dn: 0.119755 loss_giou_dn: 0.422685 loss_class_aux_dn: 1.926407 loss_bbox_aux_dn: 0.714458 loss_giou_aux_dn: 2.368633 loss: 15.716805 eta: 36 days, 15:02:01 batch_cost: 0.7828 data_cost: 0.0321 ips: 10.2191 images/s [07/21 17:53:39] ppdet.engine INFO: Epoch: [3] [32600/54024] learning_rate: 0.000100 loss_class: 0.716506 loss_bbox: 0.120726 loss_giou: 0.562855 loss_class_aux: 4.433463 loss_bbox_aux: 0.799183 loss_giou_aux: 3.481624 loss_class_dn: 0.364982 loss_bbox_dn: 0.120997 loss_giou_dn: 0.449963 loss_class_aux_dn: 1.955978 loss_bbox_aux_dn: 0.730916 loss_giou_aux_dn: 2.469914 loss: 16.301323 eta: 36 days, 14:52:40 batch_cost: 0.8145 data_cost: 0.0323 ips: 9.8225 images/s [07/21 17:55:09] ppdet.engine INFO: Epoch: [3] [32700/54024] learning_rate: 0.000100 loss_class: 0.714850 loss_bbox: 0.122731 loss_giou: 0.522734 loss_class_aux: 4.482674 loss_bbox_aux: 0.792960 loss_giou_aux: 3.302654 loss_class_dn: 0.374714 loss_bbox_dn: 0.127471 loss_giou_dn: 0.429455 loss_class_aux_dn: 2.007220 loss_bbox_aux_dn: 0.788326 loss_giou_aux_dn: 2.423198 loss: 16.822432 eta: 36 days, 14:51:09 batch_cost: 0.8558 data_cost: 0.0007 ips: 9.3484 images/s [07/21 17:56:38] ppdet.engine INFO: Epoch: [3] [32800/54024] learning_rate: 0.000100 loss_class: 0.729609 loss_bbox: 0.128069 loss_giou: 0.544593 loss_class_aux: 4.573749 loss_bbox_aux: 0.836143 loss_giou_aux: 3.375351 loss_class_dn: 0.382999 loss_bbox_dn: 0.130363 loss_giou_dn: 0.447733 loss_class_aux_dn: 2.040035 loss_bbox_aux_dn: 0.775990 loss_giou_aux_dn: 2.531087 loss: 16.756277 eta: 36 days, 14:48:07 batch_cost: 0.8477 data_cost: 0.0614 ips: 9.4373 images/s [07/21 17:58:25] ppdet.engine INFO: Epoch: [3] [32900/54024] learning_rate: 0.000100 loss_class: 0.741669 loss_bbox: 0.128268 loss_giou: 0.557668 loss_class_aux: 4.596997 loss_bbox_aux: 0.838939 loss_giou_aux: 3.488427 loss_class_dn: 0.388840 loss_bbox_dn: 0.131051 loss_giou_dn: 0.464670 loss_class_aux_dn: 2.080557 loss_bbox_aux_dn: 0.783339 loss_giou_aux_dn: 2.534822 loss: 16.701250 eta: 36 days, 15:15:52 batch_cost: 1.0121 data_cost: 0.1813 ips: 7.9040 images/s [07/21 17:59:52] ppdet.engine INFO: Epoch: [3] [33000/54024] learning_rate: 0.000100 loss_class: 0.709042 loss_bbox: 0.130091 loss_giou: 0.537436 loss_class_aux: 4.405273 loss_bbox_aux: 0.853409 loss_giou_aux: 3.366495 loss_class_dn: 0.373040 loss_bbox_dn: 0.130573 loss_giou_dn: 0.446797 loss_class_aux_dn: 1.974349 loss_bbox_aux_dn: 0.771462 loss_giou_aux_dn: 2.533509 loss: 16.556433 eta: 36 days, 15:09:44 batch_cost: 0.8315 data_cost: 0.0006 ips: 9.6212 images/s [07/21 18:01:20] ppdet.engine INFO: Epoch: [3] [33100/54024] learning_rate: 0.000100 loss_class: 0.709413 loss_bbox: 0.119138 loss_giou: 0.535058 loss_class_aux: 4.371588 loss_bbox_aux: 0.789930 loss_giou_aux: 3.363516 loss_class_dn: 0.365872 loss_bbox_dn: 0.123213 loss_giou_dn: 0.446049 loss_class_aux_dn: 1.964891 loss_bbox_aux_dn: 0.734211 loss_giou_aux_dn: 2.481541 loss: 16.081566 eta: 36 days, 15:03:25 batch_cost: 0.8303 data_cost: 0.0093 ips: 9.6345 images/s [07/21 18:02:46] ppdet.engine INFO: Epoch: [3] [33200/54024] learning_rate: 0.000100 loss_class: 0.684348 loss_bbox: 0.119358 loss_giou: 0.517868 loss_class_aux: 4.185533 loss_bbox_aux: 0.772531 loss_giou_aux: 3.268308 loss_class_dn: 0.342739 loss_bbox_dn: 0.126171 loss_giou_dn: 0.420615 loss_class_aux_dn: 1.875967 loss_bbox_aux_dn: 0.737036 loss_giou_aux_dn: 2.350071 loss: 15.486038 eta: 36 days, 14:51:38 batch_cost: 0.8008 data_cost: 0.0006 ips: 9.9904 images/s [07/21 18:04:31] ppdet.engine INFO: Epoch: [3] [33300/54024] learning_rate: 0.000100 loss_class: 0.669759 loss_bbox: 0.115173 loss_giou: 0.514143 loss_class_aux: 4.136847 loss_bbox_aux: 0.758147 loss_giou_aux: 3.237280 loss_class_dn: 0.332964 loss_bbox_dn: 0.122802 loss_giou_dn: 0.408323 loss_class_aux_dn: 1.791702 loss_bbox_aux_dn: 0.723783 loss_giou_aux_dn: 2.299270 loss: 15.307429 eta: 36 days, 15:18:10 batch_cost: 1.0076 data_cost: 0.0006 ips: 7.9399 images/s [07/21 18:05:59] ppdet.engine INFO: Epoch: [3] [33400/54024] learning_rate: 0.000100 loss_class: 0.753492 loss_bbox: 0.127553 loss_giou: 0.568458 loss_class_aux: 4.755391 loss_bbox_aux: 0.822859 loss_giou_aux: 3.475284 loss_class_dn: 0.381953 loss_bbox_dn: 0.124743 loss_giou_dn: 0.453958 loss_class_aux_dn: 2.079372 loss_bbox_aux_dn: 0.753290 loss_giou_aux_dn: 2.560424 loss: 16.740005 eta: 36 days, 15:11:24 batch_cost: 0.8279 data_cost: 0.0245 ips: 9.6627 images/s [07/21 18:07:34] ppdet.engine INFO: Epoch: [3] [33500/54024] learning_rate: 0.000100 loss_class: 0.714514 loss_bbox: 0.124980 loss_giou: 0.517650 loss_class_aux: 4.420173 loss_bbox_aux: 0.824469 loss_giou_aux: 3.316741 loss_class_dn: 0.357728 loss_bbox_dn: 0.127192 loss_giou_dn: 0.414434 loss_class_aux_dn: 1.932271 loss_bbox_aux_dn: 0.771236 loss_giou_aux_dn: 2.430482 loss: 15.530102 eta: 36 days, 15:18:55 batch_cost: 0.9054 data_cost: 0.0286 ips: 8.8356 images/s [07/21 18:08:58] ppdet.engine INFO: Epoch: [3] [33600/54024] learning_rate: 0.000100 loss_class: 0.688494 loss_bbox: 0.122985 loss_giou: 0.493309 loss_class_aux: 4.267525 loss_bbox_aux: 0.819462 loss_giou_aux: 3.120412 loss_class_dn: 0.341833 loss_bbox_dn: 0.130727 loss_giou_dn: 0.405931 loss_class_aux_dn: 1.848615 loss_bbox_aux_dn: 0.745296 loss_giou_aux_dn: 2.279848 loss: 15.302532 eta: 36 days, 15:05:41 batch_cost: 0.7924 data_cost: 0.0287 ips: 10.0954 images/s [07/21 18:10:29] ppdet.engine INFO: Epoch: [3] [33700/54024] learning_rate: 0.000100 loss_class: 0.770865 loss_bbox: 0.124347 loss_giou: 0.584632 loss_class_aux: 4.830676 loss_bbox_aux: 0.805039 loss_giou_aux: 3.617073 loss_class_dn: 0.391102 loss_bbox_dn: 0.123008 loss_giou_dn: 0.457318 loss_class_aux_dn: 2.081294 loss_bbox_aux_dn: 0.737289 loss_giou_aux_dn: 2.513924 loss: 17.173923 eta: 36 days, 15:05:17 batch_cost: 0.8623 data_cost: 0.0036 ips: 9.2774 images/s [07/21 18:11:52] ppdet.engine INFO: Epoch: [3] [33800/54024] learning_rate: 0.000100 loss_class: 0.718933 loss_bbox: 0.132915 loss_giou: 0.574925 loss_class_aux: 4.508705 loss_bbox_aux: 0.895465 loss_giou_aux: 3.541197 loss_class_dn: 0.380112 loss_bbox_dn: 0.132458 loss_giou_dn: 0.446766 loss_class_aux_dn: 2.020723 loss_bbox_aux_dn: 0.788791 loss_giou_aux_dn: 2.491768 loss: 16.961977 eta: 36 days, 14:49:15 batch_cost: 0.7766 data_cost: 0.0086 ips: 10.3017 images/s [07/21 18:13:23] ppdet.engine INFO: Epoch: [3] [33900/54024] learning_rate: 0.000100 loss_class: 0.710018 loss_bbox: 0.128596 loss_giou: 0.550200 loss_class_aux: 4.332364 loss_bbox_aux: 0.836141 loss_giou_aux: 3.414712 loss_class_dn: 0.363794 loss_bbox_dn: 0.129065 loss_giou_dn: 0.425901 loss_class_aux_dn: 1.949735 loss_bbox_aux_dn: 0.778243 loss_giou_aux_dn: 2.360573 loss: 16.547245 eta: 36 days, 14:49:11 batch_cost: 0.8639 data_cost: 0.0484 ips: 9.2599 images/s [07/21 18:14:47] ppdet.engine INFO: Epoch: [3] [34000/54024] learning_rate: 0.000100 loss_class: 0.697115 loss_bbox: 0.118777 loss_giou: 0.496581 loss_class_aux: 4.315400 loss_bbox_aux: 0.774343 loss_giou_aux: 3.129806 loss_class_dn: 0.359156 loss_bbox_dn: 0.115814 loss_giou_dn: 0.423190 loss_class_aux_dn: 1.926120 loss_bbox_aux_dn: 0.709128 loss_giou_aux_dn: 2.355358 loss: 15.835150 eta: 36 days, 14:36:11 batch_cost: 0.7927 data_cost: 0.0011 ips: 10.0926 images/s [07/21 18:16:14] ppdet.engine INFO: Epoch: [3] [34100/54024] learning_rate: 0.000100 loss_class: 0.680341 loss_bbox: 0.119388 loss_giou: 0.541533 loss_class_aux: 4.329363 loss_bbox_aux: 0.801973 loss_giou_aux: 3.363692 loss_class_dn: 0.345345 loss_bbox_dn: 0.118409 loss_giou_dn: 0.424489 loss_class_aux_dn: 1.842678 loss_bbox_aux_dn: 0.716417 loss_giou_aux_dn: 2.367818 loss: 15.167749 eta: 36 days, 14:27:33 batch_cost: 0.8164 data_cost: 0.0006 ips: 9.7993 images/s [07/21 18:17:50] ppdet.engine INFO: Epoch: [3] [34200/54024] learning_rate: 0.000100 loss_class: 0.734662 loss_bbox: 0.119216 loss_giou: 0.541419 loss_class_aux: 4.526392 loss_bbox_aux: 0.768156 loss_giou_aux: 3.347727 loss_class_dn: 0.382822 loss_bbox_dn: 0.119996 loss_giou_dn: 0.427177 loss_class_aux_dn: 2.020266 loss_bbox_aux_dn: 0.718876 loss_giou_aux_dn: 2.399905 loss: 16.480715 eta: 36 days, 14:36:51 batch_cost: 0.9158 data_cost: 0.0985 ips: 8.7358 images/s [07/21 18:19:25] ppdet.engine INFO: Epoch: [3] [34300/54024] learning_rate: 0.000100 loss_class: 0.716744 loss_bbox: 0.121170 loss_giou: 0.569118 loss_class_aux: 4.412963 loss_bbox_aux: 0.803980 loss_giou_aux: 3.555675 loss_class_dn: 0.363201 loss_bbox_dn: 0.126511 loss_giou_dn: 0.461189 loss_class_aux_dn: 1.983311 loss_bbox_aux_dn: 0.750679 loss_giou_aux_dn: 2.563414 loss: 16.597355 eta: 36 days, 14:42:05 batch_cost: 0.8936 data_cost: 0.0099 ips: 8.9529 images/s [07/21 18:20:44] ppdet.engine INFO: Epoch: [3] [34400/54024] learning_rate: 0.000100 loss_class: 0.736700 loss_bbox: 0.127916 loss_giou: 0.561820 loss_class_aux: 4.514784 loss_bbox_aux: 0.850164 loss_giou_aux: 3.554657 loss_class_dn: 0.366919 loss_bbox_dn: 0.116246 loss_giou_dn: 0.447190 loss_class_aux_dn: 1.986491 loss_bbox_aux_dn: 0.714421 loss_giou_aux_dn: 2.536205 loss: 16.353294 eta: 36 days, 14:21:44 batch_cost: 0.7507 data_cost: 0.0006 ips: 10.6567 images/s [07/21 18:22:09] ppdet.engine INFO: Epoch: [3] [34500/54024] learning_rate: 0.000100 loss_class: 0.708380 loss_bbox: 0.118373 loss_giou: 0.472923 loss_class_aux: 4.424204 loss_bbox_aux: 0.771808 loss_giou_aux: 3.000775 loss_class_dn: 0.351654 loss_bbox_dn: 0.121559 loss_giou_dn: 0.393653 loss_class_aux_dn: 1.932910 loss_bbox_aux_dn: 0.746584 loss_giou_aux_dn: 2.198110 loss: 15.516683 eta: 36 days, 14:10:14 batch_cost: 0.7997 data_cost: 0.0006 ips: 10.0036 images/s [07/21 18:23:41] ppdet.engine INFO: Epoch: [3] [34600/54024] learning_rate: 0.000100 loss_class: 0.662050 loss_bbox: 0.113753 loss_giou: 0.551972 loss_class_aux: 4.134062 loss_bbox_aux: 0.754975 loss_giou_aux: 3.463595 loss_class_dn: 0.347055 loss_bbox_dn: 0.115109 loss_giou_dn: 0.418626 loss_class_aux_dn: 1.823563 loss_bbox_aux_dn: 0.676361 loss_giou_aux_dn: 2.340362 loss: 15.530807 eta: 36 days, 14:11:54 batch_cost: 0.8734 data_cost: 0.0703 ips: 9.1593 images/s [07/21 18:25:11] ppdet.engine INFO: Epoch: [3] [34700/54024] learning_rate: 0.000100 loss_class: 0.743795 loss_bbox: 0.122093 loss_giou: 0.546067 loss_class_aux: 4.644701 loss_bbox_aux: 0.819393 loss_giou_aux: 3.428890 loss_class_dn: 0.377297 loss_bbox_dn: 0.126020 loss_giou_dn: 0.461296 loss_class_aux_dn: 2.020669 loss_bbox_aux_dn: 0.774766 loss_giou_aux_dn: 2.579215 loss: 17.053947 eta: 36 days, 14:09:00 batch_cost: 0.8477 data_cost: 0.0006 ips: 9.4368 images/s [07/21 18:26:38] ppdet.engine INFO: Epoch: [3] [34800/54024] learning_rate: 0.000100 loss_class: 0.698030 loss_bbox: 0.125019 loss_giou: 0.572279 loss_class_aux: 4.419038 loss_bbox_aux: 0.823700 loss_giou_aux: 3.558794 loss_class_dn: 0.359139 loss_bbox_dn: 0.121859 loss_giou_dn: 0.458175 loss_class_aux_dn: 1.934762 loss_bbox_aux_dn: 0.734954 loss_giou_aux_dn: 2.528608 loss: 16.517376 eta: 36 days, 14:00:52 batch_cost: 0.8181 data_cost: 0.0046 ips: 9.7787 images/s [07/21 18:28:10] ppdet.engine INFO: Epoch: [3] [34900/54024] learning_rate: 0.000100 loss_class: 0.735603 loss_bbox: 0.127354 loss_giou: 0.560348 loss_class_aux: 4.430805 loss_bbox_aux: 0.826243 loss_giou_aux: 3.507731 loss_class_dn: 0.374858 loss_bbox_dn: 0.120261 loss_giou_dn: 0.460584 loss_class_aux_dn: 2.022156 loss_bbox_aux_dn: 0.720206 loss_giou_aux_dn: 2.549968 loss: 16.936491 eta: 36 days, 14:01:57 batch_cost: 0.8702 data_cost: 0.0006 ips: 9.1937 images/s [07/21 18:29:40] ppdet.engine INFO: Epoch: [3] [35000/54024] learning_rate: 0.000100 loss_class: 0.717917 loss_bbox: 0.122484 loss_giou: 0.509567 loss_class_aux: 4.525231 loss_bbox_aux: 0.817723 loss_giou_aux: 3.198361 loss_class_dn: 0.368235 loss_bbox_dn: 0.123040 loss_giou_dn: 0.428729 loss_class_aux_dn: 1.983465 loss_bbox_aux_dn: 0.753151 loss_giou_aux_dn: 2.419753 loss: 16.303047 eta: 36 days, 14:00:03 batch_cost: 0.8533 data_cost: 0.0321 ips: 9.3752 images/s [07/21 18:31:07] ppdet.engine INFO: Epoch: [3] [35100/54024] learning_rate: 0.000100 loss_class: 0.735300 loss_bbox: 0.123901 loss_giou: 0.536070 loss_class_aux: 4.607123 loss_bbox_aux: 0.801745 loss_giou_aux: 3.362840 loss_class_dn: 0.380111 loss_bbox_dn: 0.125163 loss_giou_dn: 0.430682 loss_class_aux_dn: 2.066412 loss_bbox_aux_dn: 0.752635 loss_giou_aux_dn: 2.417346 loss: 16.833482 eta: 36 days, 13:51:35 batch_cost: 0.8159 data_cost: 0.0007 ips: 9.8056 images/s [07/21 18:32:34] ppdet.engine INFO: Epoch: [3] [35200/54024] learning_rate: 0.000100 loss_class: 0.715116 loss_bbox: 0.113946 loss_giou: 0.537182 loss_class_aux: 4.415740 loss_bbox_aux: 0.743513 loss_giou_aux: 3.330257 loss_class_dn: 0.362963 loss_bbox_dn: 0.115196 loss_giou_dn: 0.427911 loss_class_aux_dn: 1.906630 loss_bbox_aux_dn: 0.678456 loss_giou_aux_dn: 2.396068 loss: 15.808037 eta: 36 days, 13:44:56 batch_cost: 0.8259 data_cost: 0.0367 ips: 9.6859 images/s [07/21 18:34:07] ppdet.engine INFO: Epoch: [3] [35300/54024] learning_rate: 0.000100 loss_class: 0.727333 loss_bbox: 0.122835 loss_giou: 0.575693 loss_class_aux: 4.482406 loss_bbox_aux: 0.817288 loss_giou_aux: 3.562611 loss_class_dn: 0.381875 loss_bbox_dn: 0.126779 loss_giou_dn: 0.453607 loss_class_aux_dn: 2.012692 loss_bbox_aux_dn: 0.753388 loss_giou_aux_dn: 2.522765 loss: 16.610033 eta: 36 days, 13:47:25 batch_cost: 0.8782 data_cost: 0.1101 ips: 9.1093 images/s [07/21 18:35:32] ppdet.engine INFO: Epoch: [3] [35400/54024] learning_rate: 0.000100 loss_class: 0.700564 loss_bbox: 0.118870 loss_giou: 0.522760 loss_class_aux: 4.349256 loss_bbox_aux: 0.779402 loss_giou_aux: 3.266919 loss_class_dn: 0.354557 loss_bbox_dn: 0.124858 loss_giou_dn: 0.425150 loss_class_aux_dn: 1.930760 loss_bbox_aux_dn: 0.764422 loss_giou_aux_dn: 2.408569 loss: 15.743059 eta: 36 days, 13:36:53 batch_cost: 0.8034 data_cost: 0.0216 ips: 9.9578 images/s [07/21 18:37:04] ppdet.engine INFO: Epoch: [3] [35500/54024] learning_rate: 0.000100 loss_class: 0.688320 loss_bbox: 0.125907 loss_giou: 0.517095 loss_class_aux: 4.306473 loss_bbox_aux: 0.829850 loss_giou_aux: 3.303692 loss_class_dn: 0.365061 loss_bbox_dn: 0.131034 loss_giou_dn: 0.429896 loss_class_aux_dn: 1.942744 loss_bbox_aux_dn: 0.778591 loss_giou_aux_dn: 2.452680 loss: 16.281873 eta: 36 days, 13:37:58 batch_cost: 0.8702 data_cost: 0.0006 ips: 9.1935 images/s [07/21 18:38:30] ppdet.engine INFO: Epoch: [3] [35600/54024] learning_rate: 0.000100 loss_class: 0.698029 loss_bbox: 0.124113 loss_giou: 0.501040 loss_class_aux: 4.339008 loss_bbox_aux: 0.838609 loss_giou_aux: 3.150926 loss_class_dn: 0.351278 loss_bbox_dn: 0.138505 loss_giou_dn: 0.428800 loss_class_aux_dn: 1.880818 loss_bbox_aux_dn: 0.836804 loss_giou_aux_dn: 2.343598 loss: 15.979399 eta: 36 days, 13:30:35 batch_cost: 0.8213 data_cost: 0.0338 ips: 9.7406 images/s [07/21 18:40:06] ppdet.engine INFO: Epoch: [3] [35700/54024] learning_rate: 0.000100 loss_class: 0.722183 loss_bbox: 0.127443 loss_giou: 0.535983 loss_class_aux: 4.434785 loss_bbox_aux: 0.815406 loss_giou_aux: 3.397865 loss_class_dn: 0.362002 loss_bbox_dn: 0.128592 loss_giou_dn: 0.438511 loss_class_aux_dn: 1.952091 loss_bbox_aux_dn: 0.805212 loss_giou_aux_dn: 2.481820 loss: 16.701784 eta: 36 days, 13:38:41 batch_cost: 0.9108 data_cost: 0.0110 ips: 8.7831 images/s [07/21 18:41:51] ppdet.engine INFO: Epoch: [3] [35800/54024] learning_rate: 0.000100 loss_class: 0.722298 loss_bbox: 0.126502 loss_giou: 0.513688 loss_class_aux: 4.538928 loss_bbox_aux: 0.815095 loss_giou_aux: 3.268449 loss_class_dn: 0.365551 loss_bbox_dn: 0.123915 loss_giou_dn: 0.432166 loss_class_aux_dn: 1.963990 loss_bbox_aux_dn: 0.729789 loss_giou_aux_dn: 2.448619 loss: 16.513858 eta: 36 days, 14:02:01 batch_cost: 0.9999 data_cost: 0.0008 ips: 8.0010 images/s [07/21 18:43:26] ppdet.engine INFO: Epoch: [3] [35900/54024] learning_rate: 0.000100 loss_class: 0.705514 loss_bbox: 0.126682 loss_giou: 0.513319 loss_class_aux: 4.433485 loss_bbox_aux: 0.856549 loss_giou_aux: 3.208822 loss_class_dn: 0.356857 loss_bbox_dn: 0.125162 loss_giou_dn: 0.428616 loss_class_aux_dn: 1.925546 loss_bbox_aux_dn: 0.756690 loss_giou_aux_dn: 2.394770 loss: 16.007122 eta: 36 days, 14:09:23 batch_cost: 0.9075 data_cost: 0.0615 ips: 8.8156 images/s [07/21 18:44:58] ppdet.engine INFO: Epoch: [3] [36000/54024] learning_rate: 0.000100 loss_class: 0.704064 loss_bbox: 0.120611 loss_giou: 0.541894 loss_class_aux: 4.431443 loss_bbox_aux: 0.769720 loss_giou_aux: 3.476614 loss_class_dn: 0.358210 loss_bbox_dn: 0.126003 loss_giou_dn: 0.438057 loss_class_aux_dn: 1.919764 loss_bbox_aux_dn: 0.766029 loss_giou_aux_dn: 2.405230 loss: 15.943945 eta: 36 days, 14:11:11 batch_cost: 0.8753 data_cost: 0.0590 ips: 9.1401 images/s [07/21 18:46:26] ppdet.engine INFO: Epoch: [3] [36100/54024] learning_rate: 0.000100 loss_class: 0.691115 loss_bbox: 0.123290 loss_giou: 0.491365 loss_class_aux: 4.355221 loss_bbox_aux: 0.797930 loss_giou_aux: 3.105894 loss_class_dn: 0.340463 loss_bbox_dn: 0.123768 loss_giou_dn: 0.392519 loss_class_aux_dn: 1.849426 loss_bbox_aux_dn: 0.737392 loss_giou_aux_dn: 2.168859 loss: 15.382995 eta: 36 days, 14:05:52 batch_cost: 0.8335 data_cost: 0.0169 ips: 9.5978 images/s [07/21 18:47:52] ppdet.engine INFO: Epoch: [3] [36200/54024] learning_rate: 0.000100 loss_class: 0.744271 loss_bbox: 0.134225 loss_giou: 0.562951 loss_class_aux: 4.572272 loss_bbox_aux: 0.855592 loss_giou_aux: 3.513501 loss_class_dn: 0.386341 loss_bbox_dn: 0.128359 loss_giou_dn: 0.442053 loss_class_aux_dn: 2.103266 loss_bbox_aux_dn: 0.780071 loss_giou_aux_dn: 2.491132 loss: 17.089525 eta: 36 days, 13:57:02 batch_cost: 0.8127 data_cost: 0.0006 ips: 9.8437 images/s [07/21 18:49:25] ppdet.engine INFO: Epoch: [3] [36300/54024] learning_rate: 0.000100 loss_class: 0.752551 loss_bbox: 0.123811 loss_giou: 0.501007 loss_class_aux: 4.666954 loss_bbox_aux: 0.840128 loss_giou_aux: 3.174720 loss_class_dn: 0.373538 loss_bbox_dn: 0.131844 loss_giou_dn: 0.421526 loss_class_aux_dn: 1.994336 loss_bbox_aux_dn: 0.792581 loss_giou_aux_dn: 2.342974 loss: 16.336247 eta: 36 days, 13:59:45 batch_cost: 0.8807 data_cost: 0.0666 ips: 9.0837 images/s [07/21 18:50:55] ppdet.engine INFO: Epoch: [3] [36400/54024] learning_rate: 0.000100 loss_class: 0.729601 loss_bbox: 0.129390 loss_giou: 0.510564 loss_class_aux: 4.564583 loss_bbox_aux: 0.827360 loss_giou_aux: 3.190818 loss_class_dn: 0.374928 loss_bbox_dn: 0.126373 loss_giou_dn: 0.417931 loss_class_aux_dn: 2.009613 loss_bbox_aux_dn: 0.777367 loss_giou_aux_dn: 2.358614 loss: 16.521916 eta: 36 days, 13:55:50 batch_cost: 0.8416 data_cost: 0.0165 ips: 9.5060 images/s [07/21 18:52:19] ppdet.engine INFO: Epoch: [3] [36500/54024] learning_rate: 0.000100 loss_class: 0.708364 loss_bbox: 0.123143 loss_giou: 0.540682 loss_class_aux: 4.391366 loss_bbox_aux: 0.796037 loss_giou_aux: 3.384165 loss_class_dn: 0.350372 loss_bbox_dn: 0.122426 loss_giou_dn: 0.435576 loss_class_aux_dn: 1.901964 loss_bbox_aux_dn: 0.744266 loss_giou_aux_dn: 2.418621 loss: 16.099053 eta: 36 days, 13:44:44 batch_cost: 0.7988 data_cost: 0.0006 ips: 10.0155 images/s [07/21 18:53:45] ppdet.engine INFO: Epoch: [3] [36600/54024] learning_rate: 0.000100 loss_class: 0.737115 loss_bbox: 0.122800 loss_giou: 0.500740 loss_class_aux: 4.537270 loss_bbox_aux: 0.798368 loss_giou_aux: 3.119463 loss_class_dn: 0.360706 loss_bbox_dn: 0.132966 loss_giou_dn: 0.415234 loss_class_aux_dn: 1.944352 loss_bbox_aux_dn: 0.809496 loss_giou_aux_dn: 2.344033 loss: 16.049063 eta: 36 days, 13:36:07 batch_cost: 0.8133 data_cost: 0.0524 ips: 9.8362 images/s [07/21 18:55:13] ppdet.engine INFO: Epoch: [3] [36700/54024] learning_rate: 0.000100 loss_class: 0.683901 loss_bbox: 0.119120 loss_giou: 0.477311 loss_class_aux: 4.219754 loss_bbox_aux: 0.780860 loss_giou_aux: 3.008239 loss_class_dn: 0.344415 loss_bbox_dn: 0.111192 loss_giou_dn: 0.421147 loss_class_aux_dn: 1.872116 loss_bbox_aux_dn: 0.677713 loss_giou_aux_dn: 2.351729 loss: 15.285679 eta: 36 days, 13:30:03 batch_cost: 0.8283 data_cost: 0.0007 ips: 9.6586 images/s [07/21 18:56:41] ppdet.engine INFO: Epoch: [3] [36800/54024] learning_rate: 0.000100 loss_class: 0.731628 loss_bbox: 0.128628 loss_giou: 0.525655 loss_class_aux: 4.594087 loss_bbox_aux: 0.824685 loss_giou_aux: 3.283070 loss_class_dn: 0.366894 loss_bbox_dn: 0.131397 loss_giou_dn: 0.419052 loss_class_aux_dn: 2.007639 loss_bbox_aux_dn: 0.794363 loss_giou_aux_dn: 2.353560 loss: 15.909004 eta: 36 days, 13:25:16 batch_cost: 0.8358 data_cost: 0.0006 ips: 9.5719 images/s [07/21 18:58:08] ppdet.engine INFO: Epoch: [3] [36900/54024] learning_rate: 0.000100 loss_class: 0.711527 loss_bbox: 0.124162 loss_giou: 0.534293 loss_class_aux: 4.436615 loss_bbox_aux: 0.787755 loss_giou_aux: 3.338815 loss_class_dn: 0.361589 loss_bbox_dn: 0.121074 loss_giou_dn: 0.419770 loss_class_aux_dn: 1.951563 loss_bbox_aux_dn: 0.719973 loss_giou_aux_dn: 2.360391 loss: 15.987560 eta: 36 days, 13:17:12 batch_cost: 0.8160 data_cost: 0.0006 ips: 9.8034 images/s [07/21 18:59:30] ppdet.engine INFO: Epoch: [3] [37000/54024] learning_rate: 0.000100 loss_class: 0.740274 loss_bbox: 0.129318 loss_giou: 0.544218 loss_class_aux: 4.609027 loss_bbox_aux: 0.811894 loss_giou_aux: 3.380697 loss_class_dn: 0.362293 loss_bbox_dn: 0.123475 loss_giou_dn: 0.436731 loss_class_aux_dn: 1.980818 loss_bbox_aux_dn: 0.732111 loss_giou_aux_dn: 2.479589 loss: 16.127384 eta: 36 days, 13:01:47 batch_cost: 0.7715 data_cost: 0.0006 ips: 10.3689 images/s [07/21 19:00:52] ppdet.engine INFO: Epoch: [3] [37100/54024] learning_rate: 0.000100 loss_class: 0.736645 loss_bbox: 0.121537 loss_giou: 0.527433 loss_class_aux: 4.524816 loss_bbox_aux: 0.815939 loss_giou_aux: 3.306443 loss_class_dn: 0.375284 loss_bbox_dn: 0.124313 loss_giou_dn: 0.456401 loss_class_aux_dn: 2.000497 loss_bbox_aux_dn: 0.732914 loss_giou_aux_dn: 2.533252 loss: 16.776443 eta: 36 days, 12:46:59 batch_cost: 0.7748 data_cost: 0.0035 ips: 10.3249 images/s [07/21 19:02:25] ppdet.engine INFO: Epoch: [3] [37200/54024] learning_rate: 0.000100 loss_class: 0.703706 loss_bbox: 0.126143 loss_giou: 0.546032 loss_class_aux: 4.391368 loss_bbox_aux: 0.829429 loss_giou_aux: 3.370010 loss_class_dn: 0.350292 loss_bbox_dn: 0.124354 loss_giou_dn: 0.446154 loss_class_aux_dn: 1.879802 loss_bbox_aux_dn: 0.745627 loss_giou_aux_dn: 2.470900 loss: 16.227697 eta: 36 days, 12:49:49 batch_cost: 0.8810 data_cost: 0.0006 ips: 9.0807 images/s [07/21 19:03:55] ppdet.engine INFO: Epoch: [3] [37300/54024] learning_rate: 0.000100 loss_class: 0.725841 loss_bbox: 0.121999 loss_giou: 0.520694 loss_class_aux: 4.543550 loss_bbox_aux: 0.777816 loss_giou_aux: 3.280077 loss_class_dn: 0.365040 loss_bbox_dn: 0.118009 loss_giou_dn: 0.429919 loss_class_aux_dn: 1.988251 loss_bbox_aux_dn: 0.711674 loss_giou_aux_dn: 2.427868 loss: 16.809197 eta: 36 days, 12:47:17 batch_cost: 0.8486 data_cost: 0.0339 ips: 9.4271 images/s [07/21 19:05:31] ppdet.engine INFO: Epoch: [3] [37400/54024] learning_rate: 0.000100 loss_class: 0.702785 loss_bbox: 0.123911 loss_giou: 0.556424 loss_class_aux: 4.402202 loss_bbox_aux: 0.803994 loss_giou_aux: 3.334933 loss_class_dn: 0.370523 loss_bbox_dn: 0.118605 loss_giou_dn: 0.449140 loss_class_aux_dn: 1.962252 loss_bbox_aux_dn: 0.713467 loss_giou_aux_dn: 2.508441 loss: 16.419545 eta: 36 days, 12:55:25 batch_cost: 0.9135 data_cost: 0.1409 ips: 8.7576 images/s [07/21 19:07:11] ppdet.engine INFO: Epoch: [3] [37500/54024] learning_rate: 0.000100 loss_class: 0.731704 loss_bbox: 0.132687 loss_giou: 0.548008 loss_class_aux: 4.698929 loss_bbox_aux: 0.855145 loss_giou_aux: 3.359277 loss_class_dn: 0.372299 loss_bbox_dn: 0.125187 loss_giou_dn: 0.423207 loss_class_aux_dn: 1.998835 loss_bbox_aux_dn: 0.781899 loss_giou_aux_dn: 2.390499 loss: 16.656428 eta: 36 days, 13:09:57 batch_cost: 0.9528 data_cost: 0.0006 ips: 8.3966 images/s [07/21 19:08:37] ppdet.engine INFO: Epoch: [3] [37600/54024] learning_rate: 0.000100 loss_class: 0.699548 loss_bbox: 0.125743 loss_giou: 0.520903 loss_class_aux: 4.377537 loss_bbox_aux: 0.848934 loss_giou_aux: 3.268091 loss_class_dn: 0.364760 loss_bbox_dn: 0.136047 loss_giou_dn: 0.415782 loss_class_aux_dn: 1.963618 loss_bbox_aux_dn: 0.795596 loss_giou_aux_dn: 2.324283 loss: 15.877234 eta: 36 days, 13:02:34 batch_cost: 0.8193 data_cost: 0.0122 ips: 9.7644 images/s [07/21 19:10:19] ppdet.engine INFO: Epoch: [3] [37700/54024] learning_rate: 0.000100 loss_class: 0.676176 loss_bbox: 0.111521 loss_giou: 0.520835 loss_class_aux: 4.262082 loss_bbox_aux: 0.757718 loss_giou_aux: 3.208304 loss_class_dn: 0.347609 loss_bbox_dn: 0.113647 loss_giou_dn: 0.422350 loss_class_aux_dn: 1.883215 loss_bbox_aux_dn: 0.670195 loss_giou_aux_dn: 2.296576 loss: 15.338255 eta: 36 days, 13:20:01 batch_cost: 0.9713 data_cost: 0.0570 ips: 8.2365 images/s [07/21 19:11:45] ppdet.engine INFO: Epoch: [3] [37800/54024] learning_rate: 0.000100 loss_class: 0.687121 loss_bbox: 0.116244 loss_giou: 0.519371 loss_class_aux: 4.280941 loss_bbox_aux: 0.753834 loss_giou_aux: 3.194463 loss_class_dn: 0.341887 loss_bbox_dn: 0.115560 loss_giou_dn: 0.409496 loss_class_aux_dn: 1.833552 loss_bbox_aux_dn: 0.706178 loss_giou_aux_dn: 2.244333 loss: 15.066095 eta: 36 days, 13:09:51 batch_cost: 0.8022 data_cost: 0.0024 ips: 9.9720 images/s [07/21 19:13:10] ppdet.engine INFO: Epoch: [3] [37900/54024] learning_rate: 0.000100 loss_class: 0.759838 loss_bbox: 0.125667 loss_giou: 0.603671 loss_class_aux: 4.774009 loss_bbox_aux: 0.813475 loss_giou_aux: 3.768664 loss_class_dn: 0.385751 loss_bbox_dn: 0.127776 loss_giou_dn: 0.466340 loss_class_aux_dn: 2.063676 loss_bbox_aux_dn: 0.749717 loss_giou_aux_dn: 2.646957 loss: 17.426616 eta: 36 days, 13:00:13 batch_cost: 0.8053 data_cost: 0.0190 ips: 9.9345 images/s [07/21 19:14:35] ppdet.engine INFO: Epoch: [3] [38000/54024] learning_rate: 0.000100 loss_class: 0.707727 loss_bbox: 0.128283 loss_giou: 0.523319 loss_class_aux: 4.399602 loss_bbox_aux: 0.856114 loss_giou_aux: 3.300064 loss_class_dn: 0.355005 loss_bbox_dn: 0.135329 loss_giou_dn: 0.425719 loss_class_aux_dn: 1.925465 loss_bbox_aux_dn: 0.802696 loss_giou_aux_dn: 2.336780 loss: 16.048728 eta: 36 days, 12:50:35 batch_cost: 0.8049 data_cost: 0.0053 ips: 9.9392 images/s [07/21 19:16:05] ppdet.engine INFO: Epoch: [3] [38100/54024] learning_rate: 0.000100 loss_class: 0.727239 loss_bbox: 0.134601 loss_giou: 0.534080 loss_class_aux: 4.555617 loss_bbox_aux: 0.870512 loss_giou_aux: 3.352944 loss_class_dn: 0.372835 loss_bbox_dn: 0.134502 loss_giou_dn: 0.439899 loss_class_aux_dn: 2.003524 loss_bbox_aux_dn: 0.812193 loss_giou_aux_dn: 2.428079 loss: 16.666492 eta: 36 days, 12:47:51 batch_cost: 0.8474 data_cost: 0.0006 ips: 9.4403 images/s [07/21 19:17:33] ppdet.engine INFO: Epoch: [3] [38200/54024] learning_rate: 0.000100 loss_class: 0.701627 loss_bbox: 0.122841 loss_giou: 0.568859 loss_class_aux: 4.436215 loss_bbox_aux: 0.783279 loss_giou_aux: 3.549068 loss_class_dn: 0.363768 loss_bbox_dn: 0.120438 loss_giou_dn: 0.450246 loss_class_aux_dn: 1.961098 loss_bbox_aux_dn: 0.756386 loss_giou_aux_dn: 2.539107 loss: 16.701050 eta: 36 days, 12:42:42 batch_cost: 0.8324 data_cost: 0.0007 ips: 9.6110 images/s [07/21 19:19:09] ppdet.engine INFO: Epoch: [3] [38300/54024] learning_rate: 0.000100 loss_class: 0.753406 loss_bbox: 0.132613 loss_giou: 0.545018 loss_class_aux: 4.640437 loss_bbox_aux: 0.850053 loss_giou_aux: 3.425599 loss_class_dn: 0.377677 loss_bbox_dn: 0.130556 loss_giou_dn: 0.458252 loss_class_aux_dn: 2.018104 loss_bbox_aux_dn: 0.786336 loss_giou_aux_dn: 2.556453 loss: 16.695294 eta: 36 days, 12:50:59 batch_cost: 0.9159 data_cost: 0.0006 ips: 8.7344 images/s [07/21 19:20:31] ppdet.engine INFO: Epoch: [3] [38400/54024] learning_rate: 0.000100 loss_class: 0.715886 loss_bbox: 0.122879 loss_giou: 0.561186 loss_class_aux: 4.545503 loss_bbox_aux: 0.776878 loss_giou_aux: 3.497289 loss_class_dn: 0.375233 loss_bbox_dn: 0.122263 loss_giou_dn: 0.450523 loss_class_aux_dn: 2.008259 loss_bbox_aux_dn: 0.728567 loss_giou_aux_dn: 2.528920 loss: 16.650398 eta: 36 days, 12:36:58 batch_cost: 0.7770 data_cost: 0.0006 ips: 10.2959 images/s [07/21 19:21:53] ppdet.engine INFO: Epoch: [3] [38500/54024] learning_rate: 0.000100 loss_class: 0.709471 loss_bbox: 0.126895 loss_giou: 0.492548 loss_class_aux: 4.381705 loss_bbox_aux: 0.814992 loss_giou_aux: 3.095907 loss_class_dn: 0.356010 loss_bbox_dn: 0.131327 loss_giou_dn: 0.426358 loss_class_aux_dn: 1.902858 loss_bbox_aux_dn: 0.813966 loss_giou_aux_dn: 2.360864 loss: 16.162271 eta: 36 days, 12:21:55 batch_cost: 0.7701 data_cost: 0.0301 ips: 10.3877 images/s [07/21 19:23:18] ppdet.engine INFO: Epoch: [3] [38600/54024] learning_rate: 0.000100 loss_class: 0.730315 loss_bbox: 0.120710 loss_giou: 0.530460 loss_class_aux: 4.524493 loss_bbox_aux: 0.793722 loss_giou_aux: 3.309534 loss_class_dn: 0.381353 loss_bbox_dn: 0.130056 loss_giou_dn: 0.448435 loss_class_aux_dn: 2.058911 loss_bbox_aux_dn: 0.774353 loss_giou_aux_dn: 2.492996 loss: 17.157630 eta: 36 days, 12:11:59 batch_cost: 0.8017 data_cost: 0.0006 ips: 9.9786 images/s [07/21 19:24:46] ppdet.engine INFO: Epoch: [3] [38700/54024] learning_rate: 0.000100 loss_class: 0.727662 loss_bbox: 0.130983 loss_giou: 0.562494 loss_class_aux: 4.540531 loss_bbox_aux: 0.828034 loss_giou_aux: 3.499113 loss_class_dn: 0.356624 loss_bbox_dn: 0.129697 loss_giou_dn: 0.440558 loss_class_aux_dn: 1.936625 loss_bbox_aux_dn: 0.758452 loss_giou_aux_dn: 2.437388 loss: 16.377381 eta: 36 days, 12:06:12 batch_cost: 0.8276 data_cost: 0.0008 ips: 9.6662 images/s [07/21 19:26:25] ppdet.engine INFO: Epoch: [3] [38800/54024] learning_rate: 0.000100 loss_class: 0.681867 loss_bbox: 0.114561 loss_giou: 0.485806 loss_class_aux: 4.243767 loss_bbox_aux: 0.768882 loss_giou_aux: 2.985681 loss_class_dn: 0.339952 loss_bbox_dn: 0.123577 loss_giou_dn: 0.391979 loss_class_aux_dn: 1.838045 loss_bbox_aux_dn: 0.734436 loss_giou_aux_dn: 2.250013 loss: 15.105685 eta: 36 days, 12:18:32 batch_cost: 0.9418 data_cost: 0.1735 ips: 8.4939 images/s [07/21 19:27:55] ppdet.engine INFO: Epoch: [3] [38900/54024] learning_rate: 0.000100 loss_class: 0.680508 loss_bbox: 0.127736 loss_giou: 0.507501 loss_class_aux: 4.271872 loss_bbox_aux: 0.802823 loss_giou_aux: 3.131773 loss_class_dn: 0.347348 loss_bbox_dn: 0.133024 loss_giou_dn: 0.400169 loss_class_aux_dn: 1.855763 loss_bbox_aux_dn: 0.786297 loss_giou_aux_dn: 2.272906 loss: 15.795709 eta: 36 days, 12:15:09 batch_cost: 0.8428 data_cost: 0.0153 ips: 9.4926 images/s [07/21 19:29:25] ppdet.engine INFO: Epoch: [3] [39000/54024] learning_rate: 0.000100 loss_class: 0.730473 loss_bbox: 0.122434 loss_giou: 0.572047 loss_class_aux: 4.559329 loss_bbox_aux: 0.783369 loss_giou_aux: 3.524677 loss_class_dn: 0.372184 loss_bbox_dn: 0.120329 loss_giou_dn: 0.453214 loss_class_aux_dn: 1.989299 loss_bbox_aux_dn: 0.735738 loss_giou_aux_dn: 2.554447 loss: 16.354394 eta: 36 days, 12:13:36 batch_cost: 0.8544 data_cost: 0.0845 ips: 9.3631 images/s [07/21 19:31:03] ppdet.engine INFO: Epoch: [3] [39100/54024] learning_rate: 0.000100 loss_class: 0.709565 loss_bbox: 0.114435 loss_giou: 0.468047 loss_class_aux: 4.354994 loss_bbox_aux: 0.752359 loss_giou_aux: 2.958191 loss_class_dn: 0.343429 loss_bbox_dn: 0.125964 loss_giou_dn: 0.379694 loss_class_aux_dn: 1.860372 loss_bbox_aux_dn: 0.768588 loss_giou_aux_dn: 2.138200 loss: 14.842452 eta: 36 days, 12:24:18 batch_cost: 0.9323 data_cost: 0.0315 ips: 8.5809 images/s [07/21 19:32:29] ppdet.engine INFO: Epoch: [3] [39200/54024] learning_rate: 0.000100 loss_class: 0.749152 loss_bbox: 0.123063 loss_giou: 0.511782 loss_class_aux: 4.588267 loss_bbox_aux: 0.823535 loss_giou_aux: 3.235323 loss_class_dn: 0.362205 loss_bbox_dn: 0.129162 loss_giou_dn: 0.439142 loss_class_aux_dn: 1.950021 loss_bbox_aux_dn: 0.780603 loss_giou_aux_dn: 2.430062 loss: 16.318577 eta: 36 days, 12:16:04 batch_cost: 0.8120 data_cost: 0.0163 ips: 9.8525 images/s [07/21 19:34:01] ppdet.engine INFO: Epoch: [3] [39300/54024] learning_rate: 0.000100 loss_class: 0.740642 loss_bbox: 0.132197 loss_giou: 0.586160 loss_class_aux: 4.620150 loss_bbox_aux: 0.869114 loss_giou_aux: 3.632432 loss_class_dn: 0.404011 loss_bbox_dn: 0.131172 loss_giou_dn: 0.485164 loss_class_aux_dn: 2.143924 loss_bbox_aux_dn: 0.790182 loss_giou_aux_dn: 2.739996 loss: 18.005219 eta: 36 days, 12:16:57 batch_cost: 0.8700 data_cost: 0.0769 ips: 9.1959 images/s [07/21 19:35:32] ppdet.engine INFO: Epoch: [3] [39400/54024] learning_rate: 0.000100 loss_class: 0.720232 loss_bbox: 0.129778 loss_giou: 0.550066 loss_class_aux: 4.543475 loss_bbox_aux: 0.829157 loss_giou_aux: 3.470057 loss_class_dn: 0.367839 loss_bbox_dn: 0.125919 loss_giou_dn: 0.439480 loss_class_aux_dn: 1.943208 loss_bbox_aux_dn: 0.743798 loss_giou_aux_dn: 2.500710 loss: 16.488836 eta: 36 days, 12:16:19 batch_cost: 0.8604 data_cost: 0.0006 ips: 9.2978 images/s [07/21 19:37:10] ppdet.engine INFO: Epoch: [3] [39500/54024] learning_rate: 0.000100 loss_class: 0.713304 loss_bbox: 0.129272 loss_giou: 0.502559 loss_class_aux: 4.465369 loss_bbox_aux: 0.857242 loss_giou_aux: 3.209230 loss_class_dn: 0.360331 loss_bbox_dn: 0.133499 loss_giou_dn: 0.429003 loss_class_aux_dn: 1.939568 loss_bbox_aux_dn: 0.821304 loss_giou_aux_dn: 2.355535 loss: 16.226271 eta: 36 days, 12:27:43 batch_cost: 0.9377 data_cost: 0.0006 ips: 8.5313 images/s [07/21 19:38:40] ppdet.engine INFO: Epoch: [3] [39600/54024] learning_rate: 0.000100 loss_class: 0.714567 loss_bbox: 0.123184 loss_giou: 0.553539 loss_class_aux: 4.401453 loss_bbox_aux: 0.825576 loss_giou_aux: 3.434591 loss_class_dn: 0.379570 loss_bbox_dn: 0.123383 loss_giou_dn: 0.439493 loss_class_aux_dn: 2.002429 loss_bbox_aux_dn: 0.725886 loss_giou_aux_dn: 2.455599 loss: 16.830558 eta: 36 days, 12:25:08 batch_cost: 0.8480 data_cost: 0.0103 ips: 9.4343 images/s [07/21 19:40:04] ppdet.engine INFO: Epoch: [3] [39700/54024] learning_rate: 0.000100 loss_class: 0.716707 loss_bbox: 0.123121 loss_giou: 0.503957 loss_class_aux: 4.400421 loss_bbox_aux: 0.813235 loss_giou_aux: 3.154400 loss_class_dn: 0.362385 loss_bbox_dn: 0.124302 loss_giou_dn: 0.425339 loss_class_aux_dn: 1.941221 loss_bbox_aux_dn: 0.774914 loss_giou_aux_dn: 2.377467 loss: 15.490894 eta: 36 days, 12:13:19 batch_cost: 0.7885 data_cost: 0.0156 ips: 10.1464 images/s [07/21 19:41:28] ppdet.engine INFO: Epoch: [3] [39800/54024] learning_rate: 0.000100 loss_class: 0.735221 loss_bbox: 0.120659 loss_giou: 0.552201 loss_class_aux: 4.692669 loss_bbox_aux: 0.798160 loss_giou_aux: 3.499065 loss_class_dn: 0.368820 loss_bbox_dn: 0.121185 loss_giou_dn: 0.443148 loss_class_aux_dn: 2.024848 loss_bbox_aux_dn: 0.722500 loss_giou_aux_dn: 2.469532 loss: 16.741455 eta: 36 days, 12:01:58 batch_cost: 0.7911 data_cost: 0.0006 ips: 10.1129 images/s [07/21 19:43:00] ppdet.engine INFO: Epoch: [3] [39900/54024] learning_rate: 0.000100 loss_class: 0.718228 loss_bbox: 0.121259 loss_giou: 0.504717 loss_class_aux: 4.424031 loss_bbox_aux: 0.790116 loss_giou_aux: 3.171102 loss_class_dn: 0.347590 loss_bbox_dn: 0.123088 loss_giou_dn: 0.427351 loss_class_aux_dn: 1.881396 loss_bbox_aux_dn: 0.733022 loss_giou_aux_dn: 2.403687 loss: 15.547527 eta: 36 days, 12:03:36 batch_cost: 0.8750 data_cost: 0.0017 ips: 9.1426 images/s [07/21 19:44:23] ppdet.engine INFO: Epoch: [3] [40000/54024] learning_rate: 0.000100 loss_class: 0.715893 loss_bbox: 0.121840 loss_giou: 0.527278 loss_class_aux: 4.449542 loss_bbox_aux: 0.799467 loss_giou_aux: 3.342846 loss_class_dn: 0.368624 loss_bbox_dn: 0.128985 loss_giou_dn: 0.442810 loss_class_aux_dn: 1.975070 loss_bbox_aux_dn: 0.759939 loss_giou_aux_dn: 2.503396 loss: 16.306179 eta: 36 days, 11:50:28 batch_cost: 0.7790 data_cost: 0.0199 ips: 10.2699 images/s [07/21 19:45:55] ppdet.engine INFO: Epoch: [3] [40100/54024] learning_rate: 0.000100 loss_class: 0.695802 loss_bbox: 0.115515 loss_giou: 0.563894 loss_class_aux: 4.382338 loss_bbox_aux: 0.767156 loss_giou_aux: 3.549389 loss_class_dn: 0.359755 loss_bbox_dn: 0.114100 loss_giou_dn: 0.455820 loss_class_aux_dn: 1.912410 loss_bbox_aux_dn: 0.732551 loss_giou_aux_dn: 2.521168 loss: 16.364186 eta: 36 days, 11:52:12 batch_cost: 0.8756 data_cost: 0.0010 ips: 9.1363 images/s [07/21 19:47:19] ppdet.engine INFO: Epoch: [3] [40200/54024] learning_rate: 0.000100 loss_class: 0.679638 loss_bbox: 0.129786 loss_giou: 0.524399 loss_class_aux: 4.175866 loss_bbox_aux: 0.858742 loss_giou_aux: 3.251790 loss_class_dn: 0.342621 loss_bbox_dn: 0.121122 loss_giou_dn: 0.434900 loss_class_aux_dn: 1.826319 loss_bbox_aux_dn: 0.730113 loss_giou_aux_dn: 2.437338 loss: 16.031125 eta: 36 days, 11:40:52 batch_cost: 0.7903 data_cost: 0.0044 ips: 10.1230 images/s [07/21 19:48:42] ppdet.engine INFO: Epoch: [3] [40300/54024] learning_rate: 0.000100 loss_class: 0.736225 loss_bbox: 0.124525 loss_giou: 0.525230 loss_class_aux: 4.566244 loss_bbox_aux: 0.808749 loss_giou_aux: 3.371440 loss_class_dn: 0.366806 loss_bbox_dn: 0.123800 loss_giou_dn: 0.436467 loss_class_aux_dn: 1.982848 loss_bbox_aux_dn: 0.719922 loss_giou_aux_dn: 2.473687 loss: 16.174189 eta: 36 days, 11:28:52 batch_cost: 0.7856 data_cost: 0.0074 ips: 10.1836 images/s [07/21 19:50:11] ppdet.engine INFO: Epoch: [3] [40400/54024] learning_rate: 0.000100 loss_class: 0.674120 loss_bbox: 0.124460 loss_giou: 0.563769 loss_class_aux: 4.170324 loss_bbox_aux: 0.806123 loss_giou_aux: 3.490825 loss_class_dn: 0.357385 loss_bbox_dn: 0.119095 loss_giou_dn: 0.466042 loss_class_aux_dn: 1.930959 loss_bbox_aux_dn: 0.731587 loss_giou_aux_dn: 2.546416 loss: 16.186788 eta: 36 days, 11:25:30 batch_cost: 0.8419 data_cost: 0.0169 ips: 9.5021 images/s [07/21 19:51:38] ppdet.engine INFO: Epoch: [3] [40500/54024] learning_rate: 0.000100 loss_class: 0.659643 loss_bbox: 0.118890 loss_giou: 0.484549 loss_class_aux: 4.126329 loss_bbox_aux: 0.782101 loss_giou_aux: 3.049248 loss_class_dn: 0.335985 loss_bbox_dn: 0.116708 loss_giou_dn: 0.399249 loss_class_aux_dn: 1.798469 loss_bbox_aux_dn: 0.686699 loss_giou_aux_dn: 2.197997 loss: 14.757372 eta: 36 days, 11:19:00 batch_cost: 0.8213 data_cost: 0.0168 ips: 9.7405 images/s [07/21 19:53:07] ppdet.engine INFO: Epoch: [3] [40600/54024] learning_rate: 0.000100 loss_class: 0.700537 loss_bbox: 0.117421 loss_giou: 0.523790 loss_class_aux: 4.330714 loss_bbox_aux: 0.768277 loss_giou_aux: 3.311153 loss_class_dn: 0.349940 loss_bbox_dn: 0.122066 loss_giou_dn: 0.432478 loss_class_aux_dn: 1.886757 loss_bbox_aux_dn: 0.714120 loss_giou_aux_dn: 2.367566 loss: 15.613031 eta: 36 days, 11:15:29 batch_cost: 0.8407 data_cost: 0.0006 ips: 9.5155 images/s [07/21 19:54:42] ppdet.engine INFO: Epoch: [3] [40700/54024] learning_rate: 0.000100 loss_class: 0.746221 loss_bbox: 0.124418 loss_giou: 0.540023 loss_class_aux: 4.576251 loss_bbox_aux: 0.797152 loss_giou_aux: 3.342785 loss_class_dn: 0.367983 loss_bbox_dn: 0.117469 loss_giou_dn: 0.441934 loss_class_aux_dn: 1.989189 loss_bbox_aux_dn: 0.712926 loss_giou_aux_dn: 2.471817 loss: 16.828016 eta: 36 days, 11:19:55 batch_cost: 0.8934 data_cost: 0.0325 ips: 8.9547 images/s [07/21 19:56:10] ppdet.engine INFO: Epoch: [3] [40800/54024] learning_rate: 0.000100 loss_class: 0.723508 loss_bbox: 0.126146 loss_giou: 0.530061 loss_class_aux: 4.537864 loss_bbox_aux: 0.808409 loss_giou_aux: 3.346618 loss_class_dn: 0.372704 loss_bbox_dn: 0.134953 loss_giou_dn: 0.445590 loss_class_aux_dn: 1.993690 loss_bbox_aux_dn: 0.804399 loss_giou_aux_dn: 2.505627 loss: 16.600756 eta: 36 days, 11:15:46 batch_cost: 0.8366 data_cost: 0.0362 ips: 9.5621 images/s [07/21 19:57:34] ppdet.engine INFO: Epoch: [3] [40900/54024] learning_rate: 0.000100 loss_class: 0.699992 loss_bbox: 0.124150 loss_giou: 0.533064 loss_class_aux: 4.320834 loss_bbox_aux: 0.790380 loss_giou_aux: 3.291853 loss_class_dn: 0.374193 loss_bbox_dn: 0.118016 loss_giou_dn: 0.433868 loss_class_aux_dn: 1.981473 loss_bbox_aux_dn: 0.727647 loss_giou_aux_dn: 2.464719 loss: 16.884626 eta: 36 days, 11:05:52 batch_cost: 0.7982 data_cost: 0.0121 ips: 10.0229 images/s [07/21 19:59:17] ppdet.engine INFO: Epoch: [3] [41000/54024] learning_rate: 0.000100 loss_class: 0.698062 loss_bbox: 0.119903 loss_giou: 0.523019 loss_class_aux: 4.310059 loss_bbox_aux: 0.772604 loss_giou_aux: 3.267390 loss_class_dn: 0.366252 loss_bbox_dn: 0.120588 loss_giou_dn: 0.421847 loss_class_aux_dn: 1.952244 loss_bbox_aux_dn: 0.729596 loss_giou_aux_dn: 2.372265 loss: 15.832688 eta: 36 days, 11:24:43 batch_cost: 0.9898 data_cost: 0.0008 ips: 8.0822 images/s [07/21 20:00:52] ppdet.engine INFO: Epoch: [3] [41100/54024] learning_rate: 0.000100 loss_class: 0.708368 loss_bbox: 0.122559 loss_giou: 0.488141 loss_class_aux: 4.395226 loss_bbox_aux: 0.818236 loss_giou_aux: 3.054250 loss_class_dn: 0.366997 loss_bbox_dn: 0.131591 loss_giou_dn: 0.413315 loss_class_aux_dn: 1.976595 loss_bbox_aux_dn: 0.795393 loss_giou_aux_dn: 2.330359 loss: 15.967002 eta: 36 days, 11:30:31 batch_cost: 0.9031 data_cost: 0.0374 ips: 8.8582 images/s [07/21 20:02:33] ppdet.engine INFO: Epoch: [3] [41200/54024] learning_rate: 0.000100 loss_class: 0.733474 loss_bbox: 0.127377 loss_giou: 0.535451 loss_class_aux: 4.517118 loss_bbox_aux: 0.829483 loss_giou_aux: 3.365353 loss_class_dn: 0.366970 loss_bbox_dn: 0.119731 loss_giou_dn: 0.441831 loss_class_aux_dn: 1.977907 loss_bbox_aux_dn: 0.740142 loss_giou_aux_dn: 2.522975 loss: 16.668632 eta: 36 days, 11:43:50 batch_cost: 0.9538 data_cost: 0.1151 ips: 8.3871 images/s [07/21 20:04:18] ppdet.engine INFO: Epoch: [3] [41300/54024] learning_rate: 0.000100 loss_class: 0.708766 loss_bbox: 0.124557 loss_giou: 0.558822 loss_class_aux: 4.431322 loss_bbox_aux: 0.821072 loss_giou_aux: 3.576252 loss_class_dn: 0.373441 loss_bbox_dn: 0.124641 loss_giou_dn: 0.448747 loss_class_aux_dn: 2.024836 loss_bbox_aux_dn: 0.755617 loss_giou_aux_dn: 2.518016 loss: 16.446459 eta: 36 days, 12:05:02 batch_cost: 1.0073 data_cost: 0.1104 ips: 7.9421 images/s [07/21 20:05:45] ppdet.engine INFO: Epoch: [3] [41400/54024] learning_rate: 0.000100 loss_class: 0.703003 loss_bbox: 0.126880 loss_giou: 0.516477 loss_class_aux: 4.390980 loss_bbox_aux: 0.858025 loss_giou_aux: 3.256579 loss_class_dn: 0.355787 loss_bbox_dn: 0.133257 loss_giou_dn: 0.417396 loss_class_aux_dn: 1.909463 loss_bbox_aux_dn: 0.806297 loss_giou_aux_dn: 2.311321 loss: 16.730149 eta: 36 days, 11:57:43 batch_cost: 0.8159 data_cost: 0.0140 ips: 9.8053 images/s [07/21 20:07:25] ppdet.engine INFO: Epoch: [3] [41500/54024] learning_rate: 0.000100 loss_class: 0.711310 loss_bbox: 0.112069 loss_giou: 0.495269 loss_class_aux: 4.405916 loss_bbox_aux: 0.736917 loss_giou_aux: 3.118238 loss_class_dn: 0.368630 loss_bbox_dn: 0.116448 loss_giou_dn: 0.413064 loss_class_aux_dn: 1.942495 loss_bbox_aux_dn: 0.689032 loss_giou_aux_dn: 2.338924 loss: 16.050176 eta: 36 days, 12:10:32 batch_cost: 0.9517 data_cost: 0.1400 ips: 8.4060 images/s [07/21 20:09:18] ppdet.engine INFO: Epoch: [3] [41600/54024] learning_rate: 0.000100 loss_class: 0.737927 loss_bbox: 0.130006 loss_giou: 0.553365 loss_class_aux: 4.566039 loss_bbox_aux: 0.863246 loss_giou_aux: 3.440477 loss_class_dn: 0.374212 loss_bbox_dn: 0.126372 loss_giou_dn: 0.448707 loss_class_aux_dn: 2.031124 loss_bbox_aux_dn: 0.789533 loss_giou_aux_dn: 2.442155 loss: 16.808146 eta: 36 days, 12:42:51 batch_cost: 1.0841 data_cost: 0.0266 ips: 7.3793 images/s [07/21 20:10:44] ppdet.engine INFO: Epoch: [3] [41700/54024] learning_rate: 0.000100 loss_class: 0.675551 loss_bbox: 0.124108 loss_giou: 0.517587 loss_class_aux: 4.253287 loss_bbox_aux: 0.823095 loss_giou_aux: 3.194489 loss_class_dn: 0.343105 loss_bbox_dn: 0.122609 loss_giou_dn: 0.431877 loss_class_aux_dn: 1.841036 loss_bbox_aux_dn: 0.732728 loss_giou_aux_dn: 2.403534 loss: 15.623214 eta: 36 days, 12:33:45 batch_cost: 0.8042 data_cost: 0.0013 ips: 9.9480 images/s [07/21 20:12:24] ppdet.engine INFO: Epoch: [3] [41800/54024] learning_rate: 0.000100 loss_class: 0.724283 loss_bbox: 0.117528 loss_giou: 0.552575 loss_class_aux: 4.528186 loss_bbox_aux: 0.753114 loss_giou_aux: 3.452210 loss_class_dn: 0.377026 loss_bbox_dn: 0.122344 loss_giou_dn: 0.449178 loss_class_aux_dn: 2.032846 loss_bbox_aux_dn: 0.743487 loss_giou_aux_dn: 2.500283 loss: 16.677281 eta: 36 days, 12:47:03 batch_cost: 0.9563 data_cost: 0.0945 ips: 8.3657 images/s [07/21 20:14:01] ppdet.engine INFO: Epoch: [3] [41900/54024] learning_rate: 0.000100 loss_class: 0.694652 loss_bbox: 0.115004 loss_giou: 0.480418 loss_class_aux: 4.239213 loss_bbox_aux: 0.770216 loss_giou_aux: 2.982817 loss_class_dn: 0.345932 loss_bbox_dn: 0.122524 loss_giou_dn: 0.401544 loss_class_aux_dn: 1.862718 loss_bbox_aux_dn: 0.732001 loss_giou_aux_dn: 2.220527 loss: 15.339001 eta: 36 days, 12:55:20 batch_cost: 0.9226 data_cost: 0.1271 ips: 8.6709 images/s [07/21 20:15:35] ppdet.engine INFO: Epoch: [3] [42000/54024] learning_rate: 0.000100 loss_class: 0.749778 loss_bbox: 0.125755 loss_giou: 0.459373 loss_class_aux: 4.551920 loss_bbox_aux: 0.825075 loss_giou_aux: 2.914370 loss_class_dn: 0.353370 loss_bbox_dn: 0.133314 loss_giou_dn: 0.407319 loss_class_aux_dn: 1.920804 loss_bbox_aux_dn: 0.792775 loss_giou_aux_dn: 2.281141 loss: 15.555696 eta: 36 days, 12:58:52 batch_cost: 0.8905 data_cost: 0.0576 ips: 8.9839 images/s [07/21 20:17:21] ppdet.engine INFO: Epoch: [3] [42100/54024] learning_rate: 0.000100 loss_class: 0.740686 loss_bbox: 0.125189 loss_giou: 0.541692 loss_class_aux: 4.471204 loss_bbox_aux: 0.819493 loss_giou_aux: 3.372390 loss_class_dn: 0.374846 loss_bbox_dn: 0.128615 loss_giou_dn: 0.432801 loss_class_aux_dn: 2.008338 loss_bbox_aux_dn: 0.747468 loss_giou_aux_dn: 2.411538 loss: 16.315548 eta: 36 days, 13:19:53 batch_cost: 1.0104 data_cost: 0.0035 ips: 7.9176 images/s [07/21 20:19:01] ppdet.engine INFO: Epoch: [3] [42200/54024] learning_rate: 0.000100 loss_class: 0.704789 loss_bbox: 0.120181 loss_giou: 0.502094 loss_class_aux: 4.471047 loss_bbox_aux: 0.773586 loss_giou_aux: 3.143340 loss_class_dn: 0.358317 loss_bbox_dn: 0.121075 loss_giou_dn: 0.424251 loss_class_aux_dn: 1.937435 loss_bbox_aux_dn: 0.743431 loss_giou_aux_dn: 2.402868 loss: 16.047992 eta: 36 days, 13:32:12 batch_cost: 0.9515 data_cost: 0.0668 ips: 8.4082 images/s [07/21 20:20:44] ppdet.engine INFO: Epoch: [3] [42300/54024] learning_rate: 0.000100 loss_class: 0.673235 loss_bbox: 0.119254 loss_giou: 0.491184 loss_class_aux: 4.268609 loss_bbox_aux: 0.774938 loss_giou_aux: 3.101676 loss_class_dn: 0.347722 loss_bbox_dn: 0.120556 loss_giou_dn: 0.395914 loss_class_aux_dn: 1.881583 loss_bbox_aux_dn: 0.719274 loss_giou_aux_dn: 2.260530 loss: 15.415698 eta: 36 days, 13:48:19 batch_cost: 0.9780 data_cost: 0.0008 ips: 8.1798 images/s [07/21 20:22:14] ppdet.engine INFO: Epoch: [3] [42400/54024] learning_rate: 0.000100 loss_class: 0.695885 loss_bbox: 0.112328 loss_giou: 0.544832 loss_class_aux: 4.316988 loss_bbox_aux: 0.759481 loss_giou_aux: 3.336233 loss_class_dn: 0.362319 loss_bbox_dn: 0.117728 loss_giou_dn: 0.431847 loss_class_aux_dn: 1.914626 loss_bbox_aux_dn: 0.704461 loss_giou_aux_dn: 2.444886 loss: 16.372751 eta: 36 days, 13:45:23 batch_cost: 0.8471 data_cost: 0.0006 ips: 9.4440 images/s [07/21 20:23:52] ppdet.engine INFO: Epoch: [3] [42500/54024] learning_rate: 0.000100 loss_class: 0.684178 loss_bbox: 0.126594 loss_giou: 0.561457 loss_class_aux: 4.254486 loss_bbox_aux: 0.830806 loss_giou_aux: 3.525424 loss_class_dn: 0.355279 loss_bbox_dn: 0.124419 loss_giou_dn: 0.453488 loss_class_aux_dn: 1.935729 loss_bbox_aux_dn: 0.738770 loss_giou_aux_dn: 2.557824 loss: 16.603930 eta: 36 days, 13:54:57 batch_cost: 0.9335 data_cost: 0.0200 ips: 8.5699 images/s [07/21 20:25:46] ppdet.engine INFO: Epoch: [3] [42600/54024] learning_rate: 0.000100 loss_class: 0.712564 loss_bbox: 0.120195 loss_giou: 0.554170 loss_class_aux: 4.402530 loss_bbox_aux: 0.804632 loss_giou_aux: 3.493709 loss_class_dn: 0.363928 loss_bbox_dn: 0.121174 loss_giou_dn: 0.450763 loss_class_aux_dn: 1.936098 loss_bbox_aux_dn: 0.729357 loss_giou_aux_dn: 2.553780 loss: 16.312164 eta: 36 days, 14:27:48 batch_cost: 1.0954 data_cost: 0.0028 ips: 7.3034 images/s [07/21 20:27:12] ppdet.engine INFO: Epoch: [3] [42700/54024] learning_rate: 0.000100 loss_class: 0.716453 loss_bbox: 0.119521 loss_giou: 0.536461 loss_class_aux: 4.431257 loss_bbox_aux: 0.808624 loss_giou_aux: 3.278031 loss_class_dn: 0.361917 loss_bbox_dn: 0.132655 loss_giou_dn: 0.428936 loss_class_aux_dn: 1.945578 loss_bbox_aux_dn: 0.773282 loss_giou_aux_dn: 2.433997 loss: 15.947373 eta: 36 days, 14:20:22 batch_cost: 0.8165 data_cost: 0.0006 ips: 9.7982 images/s [07/21 20:28:49] ppdet.engine INFO: Epoch: [3] [42800/54024] learning_rate: 0.000100 loss_class: 0.714252 loss_bbox: 0.127607 loss_giou: 0.577158 loss_class_aux: 4.499593 loss_bbox_aux: 0.833157 loss_giou_aux: 3.569842 loss_class_dn: 0.375997 loss_bbox_dn: 0.133419 loss_giou_dn: 0.448730 loss_class_aux_dn: 2.019298 loss_bbox_aux_dn: 0.791253 loss_giou_aux_dn: 2.531807 loss: 17.382902 eta: 36 days, 14:26:57 batch_cost: 0.9139 data_cost: 0.0074 ips: 8.7533 images/s [07/21 20:30:13] ppdet.engine INFO: Epoch: [3] [42900/54024] learning_rate: 0.000100 loss_class: 0.728832 loss_bbox: 0.122904 loss_giou: 0.524636 loss_class_aux: 4.499744 loss_bbox_aux: 0.807174 loss_giou_aux: 3.295369 loss_class_dn: 0.359830 loss_bbox_dn: 0.129250 loss_giou_dn: 0.442394 loss_class_aux_dn: 1.939873 loss_bbox_aux_dn: 0.768869 loss_giou_aux_dn: 2.451007 loss: 16.365640 eta: 36 days, 14:16:58 batch_cost: 0.7984 data_cost: 0.0026 ips: 10.0196 images/s [07/21 20:31:47] ppdet.engine INFO: Epoch: [3] [43000/54024] learning_rate: 0.000100 loss_class: 0.726430 loss_bbox: 0.122753 loss_giou: 0.520605 loss_class_aux: 4.493514 loss_bbox_aux: 0.827242 loss_giou_aux: 3.276717 loss_class_dn: 0.364571 loss_bbox_dn: 0.121749 loss_giou_dn: 0.438803 loss_class_aux_dn: 1.954215 loss_bbox_aux_dn: 0.748583 loss_giou_aux_dn: 2.409100 loss: 16.239806 eta: 36 days, 14:20:11 batch_cost: 0.8906 data_cost: 0.0010 ips: 8.9823 images/s [07/21 20:33:29] ppdet.engine INFO: Epoch: [3] [43100/54024] learning_rate: 0.000100 loss_class: 0.707490 loss_bbox: 0.123340 loss_giou: 0.541924 loss_class_aux: 4.408179 loss_bbox_aux: 0.796500 loss_giou_aux: 3.357116 loss_class_dn: 0.359364 loss_bbox_dn: 0.115792 loss_giou_dn: 0.426084 loss_class_aux_dn: 1.922171 loss_bbox_aux_dn: 0.721005 loss_giou_aux_dn: 2.365380 loss: 15.691086 eta: 36 days, 14:34:52 batch_cost: 0.9712 data_cost: 0.0187 ips: 8.2370 images/s [07/21 20:35:14] ppdet.engine INFO: Epoch: [3] [43200/54024] learning_rate: 0.000100 loss_class: 0.689782 loss_bbox: 0.119874 loss_giou: 0.453139 loss_class_aux: 4.316533 loss_bbox_aux: 0.774640 loss_giou_aux: 2.867248 loss_class_dn: 0.341283 loss_bbox_dn: 0.123045 loss_giou_dn: 0.391624 loss_class_aux_dn: 1.870425 loss_bbox_aux_dn: 0.736165 loss_giou_aux_dn: 2.220383 loss: 15.125843 eta: 36 days, 14:53:31 batch_cost: 0.9997 data_cost: 0.0293 ips: 8.0023 images/s [07/21 20:36:50] ppdet.engine INFO: Epoch: [3] [43300/54024] learning_rate: 0.000100 loss_class: 0.707592 loss_bbox: 0.123587 loss_giou: 0.497605 loss_class_aux: 4.426157 loss_bbox_aux: 0.819540 loss_giou_aux: 3.127835 loss_class_dn: 0.352715 loss_bbox_dn: 0.129684 loss_giou_dn: 0.408306 loss_class_aux_dn: 1.901453 loss_bbox_aux_dn: 0.779332 loss_giou_aux_dn: 2.287871 loss: 15.648454 eta: 36 days, 15:00:20 batch_cost: 0.9169 data_cost: 0.0166 ips: 8.7254 images/s [07/21 20:38:27] ppdet.engine INFO: Epoch: [3] [43400/54024] learning_rate: 0.000100 loss_class: 0.724531 loss_bbox: 0.113783 loss_giou: 0.573388 loss_class_aux: 4.508792 loss_bbox_aux: 0.761029 loss_giou_aux: 3.575423 loss_class_dn: 0.364522 loss_bbox_dn: 0.119262 loss_giou_dn: 0.465038 loss_class_aux_dn: 1.942188 loss_bbox_aux_dn: 0.729327 loss_giou_aux_dn: 2.579115 loss: 16.577731 eta: 36 days, 15:07:39 batch_cost: 0.9207 data_cost: 0.0006 ips: 8.6892 images/s [07/21 20:40:02] ppdet.engine INFO: Epoch: [3] [43500/54024] learning_rate: 0.000100 loss_class: 0.697870 loss_bbox: 0.115649 loss_giou: 0.479941 loss_class_aux: 4.272965 loss_bbox_aux: 0.751803 loss_giou_aux: 3.012691 loss_class_dn: 0.342803 loss_bbox_dn: 0.116433 loss_giou_dn: 0.400032 loss_class_aux_dn: 1.833648 loss_bbox_aux_dn: 0.690682 loss_giou_aux_dn: 2.258683 loss: 15.069773 eta: 36 days, 15:12:35 batch_cost: 0.9042 data_cost: 0.0078 ips: 8.8473 images/s [07/21 20:41:34] ppdet.engine INFO: Epoch: [3] [43600/54024] learning_rate: 0.000100 loss_class: 0.702648 loss_bbox: 0.117899 loss_giou: 0.506588 loss_class_aux: 4.262659 loss_bbox_aux: 0.764387 loss_giou_aux: 3.153134 loss_class_dn: 0.358914 loss_bbox_dn: 0.124928 loss_giou_dn: 0.424661 loss_class_aux_dn: 1.912524 loss_bbox_aux_dn: 0.771128 loss_giou_aux_dn: 2.393644 loss: 16.116552 eta: 36 days, 15:12:38 batch_cost: 0.8696 data_cost: 0.0010 ips: 9.2000 images/s [07/21 20:43:13] ppdet.engine INFO: Epoch: [3] [43700/54024] learning_rate: 0.000100 loss_class: 0.650200 loss_bbox: 0.108264 loss_giou: 0.450307 loss_class_aux: 4.148784 loss_bbox_aux: 0.718696 loss_giou_aux: 2.876221 loss_class_dn: 0.340664 loss_bbox_dn: 0.113674 loss_giou_dn: 0.390673 loss_class_aux_dn: 1.835712 loss_bbox_aux_dn: 0.695366 loss_giou_aux_dn: 2.191129 loss: 15.100182 eta: 36 days, 15:21:52 batch_cost: 0.9351 data_cost: 0.0006 ips: 8.5555 images/s [07/21 20:44:55] ppdet.engine INFO: Epoch: [3] [43800/54024] learning_rate: 0.000100 loss_class: 0.704780 loss_bbox: 0.121915 loss_giou: 0.527240 loss_class_aux: 4.494286 loss_bbox_aux: 0.787909 loss_giou_aux: 3.263478 loss_class_dn: 0.354798 loss_bbox_dn: 0.117850 loss_giou_dn: 0.416860 loss_class_aux_dn: 1.908760 loss_bbox_aux_dn: 0.714991 loss_giou_aux_dn: 2.330648 loss: 16.000822 eta: 36 days, 15:36:07 batch_cost: 0.9713 data_cost: 0.0278 ips: 8.2368 images/s [07/21 20:46:47] ppdet.engine INFO: Epoch: [3] [43900/54024] learning_rate: 0.000100 loss_class: 0.747280 loss_bbox: 0.129722 loss_giou: 0.586073 loss_class_aux: 4.510646 loss_bbox_aux: 0.829233 loss_giou_aux: 3.623788 loss_class_dn: 0.376124 loss_bbox_dn: 0.126971 loss_giou_dn: 0.459476 loss_class_aux_dn: 2.001569 loss_bbox_aux_dn: 0.751519 loss_giou_aux_dn: 2.585738 loss: 17.082184 eta: 36 days, 16:03:51 batch_cost: 1.0681 data_cost: 0.1277 ips: 7.4896 images/s [07/21 20:48:13] ppdet.engine INFO: Epoch: [3] [44000/54024] learning_rate: 0.000100 loss_class: 0.761916 loss_bbox: 0.136381 loss_giou: 0.594831 loss_class_aux: 4.764399 loss_bbox_aux: 0.869917 loss_giou_aux: 3.668055 loss_class_dn: 0.379881 loss_bbox_dn: 0.126108 loss_giou_dn: 0.469273 loss_class_aux_dn: 2.044954 loss_bbox_aux_dn: 0.754178 loss_giou_aux_dn: 2.621250 loss: 17.022560 eta: 36 days, 15:55:50 batch_cost: 0.8129 data_cost: 0.0331 ips: 9.8418 images/s [07/21 20:49:48] ppdet.engine INFO: Epoch: [3] [44100/54024] learning_rate: 0.000100 loss_class: 0.709429 loss_bbox: 0.122011 loss_giou: 0.557469 loss_class_aux: 4.375924 loss_bbox_aux: 0.790299 loss_giou_aux: 3.462783 loss_class_dn: 0.353114 loss_bbox_dn: 0.121333 loss_giou_dn: 0.440554 loss_class_aux_dn: 1.896805 loss_bbox_aux_dn: 0.721795 loss_giou_aux_dn: 2.464544 loss: 15.629830 eta: 36 days, 15:59:29 batch_cost: 0.8964 data_cost: 0.1102 ips: 8.9244 images/s [07/21 20:51:28] ppdet.engine INFO: Epoch: [3] [44200/54024] learning_rate: 0.000100 loss_class: 0.661814 loss_bbox: 0.117069 loss_giou: 0.497135 loss_class_aux: 4.130629 loss_bbox_aux: 0.758330 loss_giou_aux: 3.145855 loss_class_dn: 0.340194 loss_bbox_dn: 0.121944 loss_giou_dn: 0.410914 loss_class_aux_dn: 1.822898 loss_bbox_aux_dn: 0.735469 loss_giou_aux_dn: 2.303975 loss: 14.730419 eta: 36 days, 16:10:51 batch_cost: 0.9522 data_cost: 0.0062 ips: 8.4017 images/s [07/21 20:53:15] ppdet.engine INFO: Epoch: [3] [44300/54024] learning_rate: 0.000100 loss_class: 0.711688 loss_bbox: 0.125799 loss_giou: 0.510002 loss_class_aux: 4.413453 loss_bbox_aux: 0.827957 loss_giou_aux: 3.271373 loss_class_dn: 0.361436 loss_bbox_dn: 0.126588 loss_giou_dn: 0.425689 loss_class_aux_dn: 1.935222 loss_bbox_aux_dn: 0.757222 loss_giou_aux_dn: 2.397730 loss: 16.238421 eta: 36 days, 16:32:59 batch_cost: 1.0304 data_cost: 0.0371 ips: 7.7641 images/s [07/21 20:54:48] ppdet.engine INFO: Epoch: [3] [44400/54024] learning_rate: 0.000100 loss_class: 0.696123 loss_bbox: 0.116017 loss_giou: 0.534743 loss_class_aux: 4.335373 loss_bbox_aux: 0.745693 loss_giou_aux: 3.246228 loss_class_dn: 0.357472 loss_bbox_dn: 0.111628 loss_giou_dn: 0.413460 loss_class_aux_dn: 1.914560 loss_bbox_aux_dn: 0.687225 loss_giou_aux_dn: 2.303662 loss: 15.646863 eta: 36 days, 16:32:50 batch_cost: 0.8698 data_cost: 0.0007 ips: 9.1970 images/s [07/21 20:56:23] ppdet.engine INFO: Epoch: [3] [44500/54024] learning_rate: 0.000100 loss_class: 0.707406 loss_bbox: 0.126440 loss_giou: 0.562520 loss_class_aux: 4.515718 loss_bbox_aux: 0.824231 loss_giou_aux: 3.525905 loss_class_dn: 0.369275 loss_bbox_dn: 0.125026 loss_giou_dn: 0.445858 loss_class_aux_dn: 1.983134 loss_bbox_aux_dn: 0.759275 loss_giou_aux_dn: 2.476502 loss: 16.330293 eta: 36 days, 16:37:11 batch_cost: 0.9026 data_cost: 0.0436 ips: 8.8636 images/s [07/21 20:57:58] ppdet.engine INFO: Epoch: [3] [44600/54024] learning_rate: 0.000100 loss_class: 0.673956 loss_bbox: 0.123541 loss_giou: 0.537712 loss_class_aux: 4.243674 loss_bbox_aux: 0.818457 loss_giou_aux: 3.278652 loss_class_dn: 0.345074 loss_bbox_dn: 0.121480 loss_giou_dn: 0.420782 loss_class_aux_dn: 1.867381 loss_bbox_aux_dn: 0.738019 loss_giou_aux_dn: 2.357571 loss: 15.745724 eta: 36 days, 16:40:58 batch_cost: 0.8986 data_cost: 0.0247 ips: 8.9024 images/s [07/21 20:59:28] ppdet.engine INFO: Epoch: [3] [44700/54024] learning_rate: 0.000100 loss_class: 0.695401 loss_bbox: 0.120082 loss_giou: 0.492503 loss_class_aux: 4.343577 loss_bbox_aux: 0.786200 loss_giou_aux: 3.059591 loss_class_dn: 0.346893 loss_bbox_dn: 0.119910 loss_giou_dn: 0.427457 loss_class_aux_dn: 1.866286 loss_bbox_aux_dn: 0.719828 loss_giou_aux_dn: 2.370261 loss: 15.592237 eta: 36 days, 16:38:09 batch_cost: 0.8508 data_cost: 0.0664 ips: 9.4030 images/s [07/21 21:00:56] ppdet.engine INFO: Epoch: [3] [44800/54024] learning_rate: 0.000100 loss_class: 0.712451 loss_bbox: 0.122555 loss_giou: 0.502475 loss_class_aux: 4.475847 loss_bbox_aux: 0.801506 loss_giou_aux: 3.112720 loss_class_dn: 0.348801 loss_bbox_dn: 0.131963 loss_giou_dn: 0.426598 loss_class_aux_dn: 1.885427 loss_bbox_aux_dn: 0.781763 loss_giou_aux_dn: 2.372726 loss: 15.469553 eta: 36 days, 16:32:56 batch_cost: 0.8332 data_cost: 0.0273 ips: 9.6017 images/s [07/21 21:02:33] ppdet.engine INFO: Epoch: [3] [44900/54024] learning_rate: 0.000100 loss_class: 0.708023 loss_bbox: 0.126742 loss_giou: 0.543683 loss_class_aux: 4.484335 loss_bbox_aux: 0.801930 loss_giou_aux: 3.393919 loss_class_dn: 0.364585 loss_bbox_dn: 0.122811 loss_giou_dn: 0.441830 loss_class_aux_dn: 1.982941 loss_bbox_aux_dn: 0.758201 loss_giou_aux_dn: 2.451580 loss: 16.857127 eta: 36 days, 16:40:01 batch_cost: 0.9231 data_cost: 0.0485 ips: 8.6668 images/s [07/21 21:04:11] ppdet.engine INFO: Epoch: [3] [45000/54024] learning_rate: 0.000100 loss_class: 0.722037 loss_bbox: 0.115640 loss_giou: 0.508578 loss_class_aux: 4.459986 loss_bbox_aux: 0.764277 loss_giou_aux: 3.190003 loss_class_dn: 0.351937 loss_bbox_dn: 0.127197 loss_giou_dn: 0.416470 loss_class_aux_dn: 1.911773 loss_bbox_aux_dn: 0.769100 loss_giou_aux_dn: 2.334322 loss: 15.704555 eta: 36 days, 16:48:17 batch_cost: 0.9320 data_cost: 0.0006 ips: 8.5839 images/s [07/21 21:05:47] ppdet.engine INFO: Epoch: [3] [45100/54024] learning_rate: 0.000100 loss_class: 0.729633 loss_bbox: 0.127955 loss_giou: 0.589725 loss_class_aux: 4.559249 loss_bbox_aux: 0.862634 loss_giou_aux: 3.693536 loss_class_dn: 0.385659 loss_bbox_dn: 0.131926 loss_giou_dn: 0.464808 loss_class_aux_dn: 2.042377 loss_bbox_aux_dn: 0.762008 loss_giou_aux_dn: 2.633682 loss: 17.371427 eta: 36 days, 16:54:06 batch_cost: 0.9144 data_cost: 0.0290 ips: 8.7490 images/s [07/21 21:07:29] ppdet.engine INFO: Epoch: [3] [45200/54024] learning_rate: 0.000100 loss_class: 0.693730 loss_bbox: 0.122905 loss_giou: 0.547931 loss_class_aux: 4.313107 loss_bbox_aux: 0.794622 loss_giou_aux: 3.457656 loss_class_dn: 0.355660 loss_bbox_dn: 0.120161 loss_giou_dn: 0.441516 loss_class_aux_dn: 1.951306 loss_bbox_aux_dn: 0.746903 loss_giou_aux_dn: 2.455669 loss: 15.527967 eta: 36 days, 17:07:18 batch_cost: 0.9689 data_cost: 0.0006 ips: 8.2570 images/s [07/21 21:09:00] ppdet.engine INFO: Epoch: [3] [45300/54024] learning_rate: 0.000100 loss_class: 0.685293 loss_bbox: 0.112319 loss_giou: 0.488974 loss_class_aux: 4.280867 loss_bbox_aux: 0.738115 loss_giou_aux: 3.053784 loss_class_dn: 0.345972 loss_bbox_dn: 0.118204 loss_giou_dn: 0.395373 loss_class_aux_dn: 1.850193 loss_bbox_aux_dn: 0.734835 loss_giou_aux_dn: 2.257487 loss: 15.522817 eta: 36 days, 17:07:19 batch_cost: 0.8722 data_cost: 0.0222 ips: 9.1725 images/s [07/21 21:10:48] ppdet.engine INFO: Epoch: [3] [45400/54024] learning_rate: 0.000100 loss_class: 0.675562 loss_bbox: 0.112915 loss_giou: 0.527642 loss_class_aux: 4.277878 loss_bbox_aux: 0.720116 loss_giou_aux: 3.298824 loss_class_dn: 0.346414 loss_bbox_dn: 0.112245 loss_giou_dn: 0.414818 loss_class_aux_dn: 1.846463 loss_bbox_aux_dn: 0.689279 loss_giou_aux_dn: 2.267687 loss: 14.889602 eta: 36 days, 17:28:59 batch_cost: 1.0322 data_cost: 0.0315 ips: 7.7503 images/s [07/21 21:12:26] ppdet.engine INFO: Epoch: [3] [45500/54024] learning_rate: 0.000100 loss_class: 0.709093 loss_bbox: 0.122234 loss_giou: 0.489766 loss_class_aux: 4.422146 loss_bbox_aux: 0.768403 loss_giou_aux: 3.073864 loss_class_dn: 0.360992 loss_bbox_dn: 0.124482 loss_giou_dn: 0.418792 loss_class_aux_dn: 1.923912 loss_bbox_aux_dn: 0.750394 loss_giou_aux_dn: 2.377384 loss: 15.533553 eta: 36 days, 17:36:50 batch_cost: 0.9306 data_cost: 0.0006 ips: 8.5962 images/s [07/21 21:14:00] ppdet.engine INFO: Epoch: [3] [45600/54024] learning_rate: 0.000100 loss_class: 0.694787 loss_bbox: 0.123425 loss_giou: 0.556460 loss_class_aux: 4.424873 loss_bbox_aux: 0.804055 loss_giou_aux: 3.459255 loss_class_dn: 0.362122 loss_bbox_dn: 0.125150 loss_giou_dn: 0.422273 loss_class_aux_dn: 1.940292 loss_bbox_aux_dn: 0.757199 loss_giou_aux_dn: 2.376179 loss: 15.688380 eta: 36 days, 17:40:07 batch_cost: 0.8971 data_cost: 0.0185 ips: 8.9178 images/s [07/21 21:15:38] ppdet.engine INFO: Epoch: [3] [45700/54024] learning_rate: 0.000100 loss_class: 0.713416 loss_bbox: 0.123782 loss_giou: 0.492140 loss_class_aux: 4.496200 loss_bbox_aux: 0.817784 loss_giou_aux: 3.070949 loss_class_dn: 0.354974 loss_bbox_dn: 0.120371 loss_giou_dn: 0.416257 loss_class_aux_dn: 1.941159 loss_bbox_aux_dn: 0.730882 loss_giou_aux_dn: 2.343242 loss: 16.182578 eta: 36 days, 17:47:28 batch_cost: 0.9275 data_cost: 0.0034 ips: 8.6257 images/s [07/21 21:17:31] ppdet.engine INFO: Epoch: [3] [45800/54024] learning_rate: 0.000100 loss_class: 0.730737 loss_bbox: 0.131293 loss_giou: 0.527873 loss_class_aux: 4.575043 loss_bbox_aux: 0.854031 loss_giou_aux: 3.378005 loss_class_dn: 0.389496 loss_bbox_dn: 0.124565 loss_giou_dn: 0.446685 loss_class_aux_dn: 2.097145 loss_bbox_aux_dn: 0.761093 loss_giou_aux_dn: 2.529410 loss: 17.116829 eta: 36 days, 18:16:23 batch_cost: 1.0887 data_cost: 0.0006 ips: 7.3484 images/s [07/21 21:19:04] ppdet.engine INFO: Epoch: [3] [45900/54024] learning_rate: 0.000100 loss_class: 0.748610 loss_bbox: 0.129917 loss_giou: 0.592956 loss_class_aux: 4.732774 loss_bbox_aux: 0.851083 loss_giou_aux: 3.605099 loss_class_dn: 0.377546 loss_bbox_dn: 0.125687 loss_giou_dn: 0.456185 loss_class_aux_dn: 2.048764 loss_bbox_aux_dn: 0.749002 loss_giou_aux_dn: 2.552631 loss: 17.446423 eta: 36 days, 18:17:16 batch_cost: 0.8801 data_cost: 0.0058 ips: 9.0901 images/s [07/21 21:20:35] ppdet.engine INFO: Epoch: [3] [46000/54024] learning_rate: 0.000100 loss_class: 0.712712 loss_bbox: 0.119552 loss_giou: 0.544331 loss_class_aux: 4.447838 loss_bbox_aux: 0.791181 loss_giou_aux: 3.372317 loss_class_dn: 0.367539 loss_bbox_dn: 0.126463 loss_giou_dn: 0.433340 loss_class_aux_dn: 1.961984 loss_bbox_aux_dn: 0.760724 loss_giou_aux_dn: 2.451855 loss: 16.357008 eta: 36 days, 18:16:17 batch_cost: 0.8661 data_cost: 0.0227 ips: 9.2371 images/s [07/21 21:22:07] ppdet.engine INFO: Epoch: [3] [46100/54024] learning_rate: 0.000100 loss_class: 0.680479 loss_bbox: 0.112288 loss_giou: 0.493857 loss_class_aux: 4.295658 loss_bbox_aux: 0.751657 loss_giou_aux: 3.119202 loss_class_dn: 0.342775 loss_bbox_dn: 0.112122 loss_giou_dn: 0.404853 loss_class_aux_dn: 1.840194 loss_bbox_aux_dn: 0.676653 loss_giou_aux_dn: 2.233195 loss: 15.433009 eta: 36 days, 18:16:09 batch_cost: 0.8725 data_cost: 0.0023 ips: 9.1695 images/s [07/21 21:23:40] ppdet.engine INFO: Epoch: [3] [46200/54024] learning_rate: 0.000100 loss_class: 0.687405 loss_bbox: 0.122410 loss_giou: 0.462131 loss_class_aux: 4.333916 loss_bbox_aux: 0.809679 loss_giou_aux: 2.877502 loss_class_dn: 0.345133 loss_bbox_dn: 0.123693 loss_giou_dn: 0.374363 loss_class_aux_dn: 1.875771 loss_bbox_aux_dn: 0.732781 loss_giou_aux_dn: 2.129863 loss: 14.967662 eta: 36 days, 18:17:23 batch_cost: 0.8829 data_cost: 0.0679 ips: 9.0614 images/s [07/21 21:25:17] ppdet.engine INFO: Epoch: [3] [46300/54024] learning_rate: 0.000100 loss_class: 0.733759 loss_bbox: 0.118493 loss_giou: 0.548997 loss_class_aux: 4.581378 loss_bbox_aux: 0.780554 loss_giou_aux: 3.409801 loss_class_dn: 0.377760 loss_bbox_dn: 0.115548 loss_giou_dn: 0.448497 loss_class_aux_dn: 1.999998 loss_bbox_aux_dn: 0.707548 loss_giou_aux_dn: 2.492850 loss: 16.603027 eta: 36 days, 18:22:54 batch_cost: 0.9153 data_cost: 0.0006 ips: 8.7407 images/s [07/21 21:26:39] ppdet.engine INFO: Epoch: [3] [46400/54024] learning_rate: 0.000100 loss_class: 0.764600 loss_bbox: 0.122329 loss_giou: 0.551674 loss_class_aux: 4.739978 loss_bbox_aux: 0.820815 loss_giou_aux: 3.475868 loss_class_dn: 0.385947 loss_bbox_dn: 0.126359 loss_giou_dn: 0.452260 loss_class_aux_dn: 2.066614 loss_bbox_aux_dn: 0.778323 loss_giou_aux_dn: 2.558600 loss: 17.037596 eta: 36 days, 18:09:52 batch_cost: 0.7752 data_cost: 0.0056 ips: 10.3197 images/s [07/21 21:28:11] ppdet.engine INFO: Epoch: [3] [46500/54024] learning_rate: 0.000100 loss_class: 0.745129 loss_bbox: 0.119860 loss_giou: 0.584082 loss_class_aux: 4.599297 loss_bbox_aux: 0.773635 loss_giou_aux: 3.646786 loss_class_dn: 0.379295 loss_bbox_dn: 0.122829 loss_giou_dn: 0.459412 loss_class_aux_dn: 2.014943 loss_bbox_aux_dn: 0.728138 loss_giou_aux_dn: 2.578150 loss: 16.902536 eta: 36 days, 18:09:57 batch_cost: 0.8742 data_cost: 0.0006 ips: 9.1517 images/s [07/21 21:29:49] ppdet.engine INFO: Epoch: [3] [46600/54024] learning_rate: 0.000100 loss_class: 0.699306 loss_bbox: 0.118726 loss_giou: 0.513820 loss_class_aux: 4.453658 loss_bbox_aux: 0.776208 loss_giou_aux: 3.273890 loss_class_dn: 0.356795 loss_bbox_dn: 0.122091 loss_giou_dn: 0.422284 loss_class_aux_dn: 1.936413 loss_bbox_aux_dn: 0.717609 loss_giou_aux_dn: 2.348508 loss: 16.050404 eta: 36 days, 18:17:07 batch_cost: 0.9281 data_cost: 0.0236 ips: 8.6194 images/s [07/21 21:31:25] ppdet.engine INFO: Epoch: [3] [46700/54024] learning_rate: 0.000100 loss_class: 0.707416 loss_bbox: 0.124147 loss_giou: 0.570591 loss_class_aux: 4.512053 loss_bbox_aux: 0.801986 loss_giou_aux: 3.560056 loss_class_dn: 0.364745 loss_bbox_dn: 0.124264 loss_giou_dn: 0.459161 loss_class_aux_dn: 1.941006 loss_bbox_aux_dn: 0.759860 loss_giou_aux_dn: 2.582987 loss: 16.320045 eta: 36 days, 18:22:56 batch_cost: 0.9181 data_cost: 0.0279 ips: 8.7140 images/s [07/21 21:33:05] ppdet.engine INFO: Epoch: [3] [46800/54024] learning_rate: 0.000100 loss_class: 0.710478 loss_bbox: 0.114372 loss_giou: 0.515466 loss_class_aux: 4.364182 loss_bbox_aux: 0.781985 loss_giou_aux: 3.222399 loss_class_dn: 0.348318 loss_bbox_dn: 0.113338 loss_giou_dn: 0.407828 loss_class_aux_dn: 1.873223 loss_bbox_aux_dn: 0.695159 loss_giou_aux_dn: 2.279940 loss: 15.614298 eta: 36 days, 18:33:31 batch_cost: 0.9547 data_cost: 0.0756 ips: 8.3792 images/s [07/21 21:34:39] ppdet.engine INFO: Epoch: [3] [46900/54024] learning_rate: 0.000100 loss_class: 0.753020 loss_bbox: 0.127868 loss_giou: 0.514595 loss_class_aux: 4.705588 loss_bbox_aux: 0.820233 loss_giou_aux: 3.206303 loss_class_dn: 0.358120 loss_bbox_dn: 0.131407 loss_giou_dn: 0.429932 loss_class_aux_dn: 1.955628 loss_bbox_aux_dn: 0.804452 loss_giou_aux_dn: 2.409292 loss: 15.715883 eta: 36 days, 18:34:38 batch_cost: 0.8827 data_cost: 0.0155 ips: 9.0634 images/s [07/21 21:36:18] ppdet.engine INFO: Epoch: [3] [47000/54024] learning_rate: 0.000100 loss_class: 0.722239 loss_bbox: 0.121063 loss_giou: 0.536055 loss_class_aux: 4.468139 loss_bbox_aux: 0.788577 loss_giou_aux: 3.334060 loss_class_dn: 0.357368 loss_bbox_dn: 0.118093 loss_giou_dn: 0.413457 loss_class_aux_dn: 1.912002 loss_bbox_aux_dn: 0.727404 loss_giou_aux_dn: 2.359914 loss: 16.242857 eta: 36 days, 18:43:26 batch_cost: 0.9417 data_cost: 0.0006 ips: 8.4953 images/s [07/21 21:37:48] ppdet.engine INFO: Epoch: [3] [47100/54024] learning_rate: 0.000100 loss_class: 0.652779 loss_bbox: 0.118844 loss_giou: 0.528580 loss_class_aux: 4.118891 loss_bbox_aux: 0.780514 loss_giou_aux: 3.323126 loss_class_dn: 0.346675 loss_bbox_dn: 0.123866 loss_giou_dn: 0.418955 loss_class_aux_dn: 1.859760 loss_bbox_aux_dn: 0.735293 loss_giou_aux_dn: 2.326183 loss: 15.207999 eta: 36 days, 18:40:01 batch_cost: 0.8482 data_cost: 0.0204 ips: 9.4322 images/s [07/21 21:39:21] ppdet.engine INFO: Epoch: [3] [47200/54024] learning_rate: 0.000100 loss_class: 0.722321 loss_bbox: 0.123318 loss_giou: 0.559823 loss_class_aux: 4.474403 loss_bbox_aux: 0.799337 loss_giou_aux: 3.508079 loss_class_dn: 0.373308 loss_bbox_dn: 0.122173 loss_giou_dn: 0.438635 loss_class_aux_dn: 2.011826 loss_bbox_aux_dn: 0.748191 loss_giou_aux_dn: 2.467235 loss: 16.587141 eta: 36 days, 18:40:44 batch_cost: 0.8799 data_cost: 0.0215 ips: 9.0922 images/s [07/21 21:41:08] ppdet.engine INFO: Epoch: [3] [47300/54024] learning_rate: 0.000100 loss_class: 0.671189 loss_bbox: 0.119836 loss_giou: 0.493313 loss_class_aux: 4.226905 loss_bbox_aux: 0.781323 loss_giou_aux: 3.085966 loss_class_dn: 0.341664 loss_bbox_dn: 0.124671 loss_giou_dn: 0.395944 loss_class_aux_dn: 1.845135 loss_bbox_aux_dn: 0.755360 loss_giou_aux_dn: 2.224892 loss: 15.313251 eta: 36 days, 18:59:53 batch_cost: 1.0222 data_cost: 0.0189 ips: 7.8265 images/s [07/21 21:42:54] ppdet.engine INFO: Epoch: [3] [47400/54024] learning_rate: 0.000100 loss_class: 0.738007 loss_bbox: 0.125967 loss_giou: 0.541054 loss_class_aux: 4.573670 loss_bbox_aux: 0.834664 loss_giou_aux: 3.366537 loss_class_dn: 0.363878 loss_bbox_dn: 0.127023 loss_giou_dn: 0.437837 loss_class_aux_dn: 1.968964 loss_bbox_aux_dn: 0.791259 loss_giou_aux_dn: 2.462230 loss: 16.349631 eta: 36 days, 19:17:00 batch_cost: 1.0071 data_cost: 0.2059 ips: 7.9434 images/s [07/21 21:44:25] ppdet.engine INFO: Epoch: [3] [47500/54024] learning_rate: 0.000100 loss_class: 0.665876 loss_bbox: 0.119881 loss_giou: 0.531570 loss_class_aux: 4.248509 loss_bbox_aux: 0.804657 loss_giou_aux: 3.322135 loss_class_dn: 0.346525 loss_bbox_dn: 0.134051 loss_giou_dn: 0.422367 loss_class_aux_dn: 1.884529 loss_bbox_aux_dn: 0.798845 loss_giou_aux_dn: 2.376800 loss: 15.782007 eta: 36 days, 19:15:26 batch_cost: 0.8631 data_cost: 0.0385 ips: 9.2686 images/s [07/21 21:46:02] ppdet.engine INFO: Epoch: [3] [47600/54024] learning_rate: 0.000100 loss_class: 0.680778 loss_bbox: 0.123305 loss_giou: 0.532935 loss_class_aux: 4.133699 loss_bbox_aux: 0.795392 loss_giou_aux: 3.300054 loss_class_dn: 0.350590 loss_bbox_dn: 0.125389 loss_giou_dn: 0.431278 loss_class_aux_dn: 1.872757 loss_bbox_aux_dn: 0.748664 loss_giou_aux_dn: 2.413448 loss: 15.691179 eta: 36 days, 19:21:13 batch_cost: 0.9200 data_cost: 0.0007 ips: 8.6956 images/s [07/21 21:47:33] ppdet.engine INFO: Epoch: [3] [47700/54024] learning_rate: 0.000100 loss_class: 0.672776 loss_bbox: 0.117053 loss_giou: 0.539583 loss_class_aux: 4.166866 loss_bbox_aux: 0.781437 loss_giou_aux: 3.383599 loss_class_dn: 0.345374 loss_bbox_dn: 0.115537 loss_giou_dn: 0.432104 loss_class_aux_dn: 1.861449 loss_bbox_aux_dn: 0.687087 loss_giou_aux_dn: 2.350075 loss: 15.762713 eta: 36 days, 19:18:54 batch_cost: 0.8573 data_cost: 0.0014 ips: 9.3316 images/s [07/21 21:49:12] ppdet.engine INFO: Epoch: [3] [47800/54024] learning_rate: 0.000100 loss_class: 0.719243 loss_bbox: 0.125103 loss_giou: 0.603330 loss_class_aux: 4.462715 loss_bbox_aux: 0.835662 loss_giou_aux: 3.764884 loss_class_dn: 0.371951 loss_bbox_dn: 0.123955 loss_giou_dn: 0.466037 loss_class_aux_dn: 2.011142 loss_bbox_aux_dn: 0.750240 loss_giou_aux_dn: 2.569140 loss: 16.980005 eta: 36 days, 19:26:59 batch_cost: 0.9384 data_cost: 0.0006 ips: 8.5249 images/s [07/21 21:50:49] ppdet.engine INFO: Epoch: [3] [47900/54024] learning_rate: 0.000100 loss_class: 0.718972 loss_bbox: 0.124713 loss_giou: 0.563048 loss_class_aux: 4.471306 loss_bbox_aux: 0.822106 loss_giou_aux: 3.547493 loss_class_dn: 0.347199 loss_bbox_dn: 0.119652 loss_giou_dn: 0.441047 loss_class_aux_dn: 1.880623 loss_bbox_aux_dn: 0.744557 loss_giou_aux_dn: 2.447937 loss: 16.173628 eta: 36 days, 19:33:00 batch_cost: 0.9225 data_cost: 0.0007 ips: 8.6719 images/s [07/21 21:52:34] ppdet.engine INFO: Epoch: [3] [48000/54024] learning_rate: 0.000100 loss_class: 0.693977 loss_bbox: 0.115952 loss_giou: 0.504704 loss_class_aux: 4.265134 loss_bbox_aux: 0.774671 loss_giou_aux: 3.172776 loss_class_dn: 0.346011 loss_bbox_dn: 0.115261 loss_giou_dn: 0.410119 loss_class_aux_dn: 1.885005 loss_bbox_aux_dn: 0.696062 loss_giou_aux_dn: 2.279246 loss: 15.363103 eta: 36 days, 19:49:18 batch_cost: 1.0033 data_cost: 0.0571 ips: 7.9739 images/s [07/21 21:54:01] ppdet.engine INFO: Epoch: [3] [48100/54024] learning_rate: 0.000100 loss_class: 0.730480 loss_bbox: 0.125578 loss_giou: 0.581849 loss_class_aux: 4.578582 loss_bbox_aux: 0.824967 loss_giou_aux: 3.592499 loss_class_dn: 0.374170 loss_bbox_dn: 0.127470 loss_giou_dn: 0.451675 loss_class_aux_dn: 1.993022 loss_bbox_aux_dn: 0.777092 loss_giou_aux_dn: 2.514096 loss: 16.636021 eta: 36 days, 19:42:42 batch_cost: 0.8241 data_cost: 0.0172 ips: 9.7074 images/s [07/21 21:55:36] ppdet.engine INFO: Epoch: [3] [48200/54024] learning_rate: 0.000100 loss_class: 0.700612 loss_bbox: 0.115699 loss_giou: 0.496128 loss_class_aux: 4.396479 loss_bbox_aux: 0.753946 loss_giou_aux: 3.140616 loss_class_dn: 0.363381 loss_bbox_dn: 0.114189 loss_giou_dn: 0.408562 loss_class_aux_dn: 1.968355 loss_bbox_aux_dn: 0.690039 loss_giou_aux_dn: 2.281325 loss: 15.971894 eta: 36 days, 19:45:27 batch_cost: 0.8975 data_cost: 0.0006 ips: 8.9132 images/s [07/21 21:57:05] ppdet.engine INFO: Epoch: [3] [48300/54024] learning_rate: 0.000100 loss_class: 0.696254 loss_bbox: 0.127215 loss_giou: 0.541503 loss_class_aux: 4.400388 loss_bbox_aux: 0.823408 loss_giou_aux: 3.357052 loss_class_dn: 0.355597 loss_bbox_dn: 0.126367 loss_giou_dn: 0.419611 loss_class_aux_dn: 1.909470 loss_bbox_aux_dn: 0.764537 loss_giou_aux_dn: 2.335187 loss: 16.144004 eta: 36 days, 19:40:34 batch_cost: 0.8377 data_cost: 0.0307 ips: 9.5503 images/s [07/21 21:58:44] ppdet.engine INFO: Epoch: [3] [48400/54024] learning_rate: 0.000100 loss_class: 0.719004 loss_bbox: 0.122293 loss_giou: 0.508817 loss_class_aux: 4.413186 loss_bbox_aux: 0.797056 loss_giou_aux: 3.215726 loss_class_dn: 0.359785 loss_bbox_dn: 0.127959 loss_giou_dn: 0.425193 loss_class_aux_dn: 1.943531 loss_bbox_aux_dn: 0.762031 loss_giou_aux_dn: 2.404666 loss: 16.117139 eta: 36 days, 19:49:06 batch_cost: 0.9434 data_cost: 0.0006 ips: 8.4804 images/s [07/21 22:00:28] ppdet.engine INFO: Epoch: [3] [48500/54024] learning_rate: 0.000100 loss_class: 0.720637 loss_bbox: 0.128485 loss_giou: 0.547674 loss_class_aux: 4.431658 loss_bbox_aux: 0.835435 loss_giou_aux: 3.421459 loss_class_dn: 0.370061 loss_bbox_dn: 0.129686 loss_giou_dn: 0.441495 loss_class_aux_dn: 2.002934 loss_bbox_aux_dn: 0.788080 loss_giou_aux_dn: 2.471713 loss: 16.692473 eta: 36 days, 20:04:08 batch_cost: 0.9950 data_cost: 0.0006 ips: 8.0402 images/s [07/21 22:02:01] ppdet.engine INFO: Epoch: [3] [48600/54024] learning_rate: 0.000100 loss_class: 0.715704 loss_bbox: 0.123124 loss_giou: 0.513941 loss_class_aux: 4.460291 loss_bbox_aux: 0.801053 loss_giou_aux: 3.199924 loss_class_dn: 0.364829 loss_bbox_dn: 0.120678 loss_giou_dn: 0.438120 loss_class_aux_dn: 1.909952 loss_bbox_aux_dn: 0.749347 loss_giou_aux_dn: 2.457033 loss: 15.521678 eta: 36 days, 20:04:49 batch_cost: 0.8819 data_cost: 0.0896 ips: 9.0718 images/s [07/21 22:03:36] ppdet.engine INFO: Epoch: [3] [48700/54024] learning_rate: 0.000100 loss_class: 0.716634 loss_bbox: 0.125104 loss_giou: 0.480819 loss_class_aux: 4.459589 loss_bbox_aux: 0.824963 loss_giou_aux: 3.015423 loss_class_dn: 0.351552 loss_bbox_dn: 0.124500 loss_giou_dn: 0.397426 loss_class_aux_dn: 1.895051 loss_bbox_aux_dn: 0.730247 loss_giou_aux_dn: 2.259030 loss: 15.542434 eta: 36 days, 20:07:05 batch_cost: 0.8946 data_cost: 0.0122 ips: 8.9423 images/s [07/21 22:05:08] ppdet.engine INFO: Epoch: [3] [48800/54024] learning_rate: 0.000100 loss_class: 0.722386 loss_bbox: 0.128736 loss_giou: 0.531059 loss_class_aux: 4.547824 loss_bbox_aux: 0.815593 loss_giou_aux: 3.312600 loss_class_dn: 0.374108 loss_bbox_dn: 0.123546 loss_giou_dn: 0.423857 loss_class_aux_dn: 2.008789 loss_bbox_aux_dn: 0.733066 loss_giou_aux_dn: 2.417915 loss: 16.584080 eta: 36 days, 20:06:31 batch_cost: 0.8720 data_cost: 0.0575 ips: 9.1742 images/s [07/21 22:06:41] ppdet.engine INFO: Epoch: [3] [48900/54024] learning_rate: 0.000100 loss_class: 0.701551 loss_bbox: 0.125167 loss_giou: 0.524258 loss_class_aux: 4.385952 loss_bbox_aux: 0.809305 loss_giou_aux: 3.248898 loss_class_dn: 0.358195 loss_bbox_dn: 0.128013 loss_giou_dn: 0.412533 loss_class_aux_dn: 1.934227 loss_bbox_aux_dn: 0.745815 loss_giou_aux_dn: 2.322385 loss: 15.295042 eta: 36 days, 20:06:55 batch_cost: 0.8799 data_cost: 0.0006 ips: 9.0923 images/s [07/21 22:08:17] ppdet.engine INFO: Epoch: [3] [49000/54024] learning_rate: 0.000100 loss_class: 0.769019 loss_bbox: 0.118542 loss_giou: 0.538305 loss_class_aux: 4.756960 loss_bbox_aux: 0.794008 loss_giou_aux: 3.361517 loss_class_dn: 0.378494 loss_bbox_dn: 0.131511 loss_giou_dn: 0.451922 loss_class_aux_dn: 2.041393 loss_bbox_aux_dn: 0.789643 loss_giou_aux_dn: 2.518307 loss: 17.188725 eta: 36 days, 20:10:51 batch_cost: 0.9082 data_cost: 0.0008 ips: 8.8086 images/s [07/21 22:10:03] ppdet.engine INFO: Epoch: [3] [49100/54024] learning_rate: 0.000100 loss_class: 0.779956 loss_bbox: 0.140544 loss_giou: 0.576823 loss_class_aux: 4.778656 loss_bbox_aux: 0.919499 loss_giou_aux: 3.584947 loss_class_dn: 0.375720 loss_bbox_dn: 0.138930 loss_giou_dn: 0.462958 loss_class_aux_dn: 2.048900 loss_bbox_aux_dn: 0.851974 loss_giou_aux_dn: 2.565842 loss: 17.264148 eta: 36 days, 20:27:44 batch_cost: 1.0121 data_cost: 0.0624 ips: 7.9046 images/s [07/21 22:11:25] ppdet.engine INFO: Epoch: [3] [49200/54024] learning_rate: 0.000100 loss_class: 0.729764 loss_bbox: 0.129697 loss_giou: 0.528936 loss_class_aux: 4.571816 loss_bbox_aux: 0.872864 loss_giou_aux: 3.333380 loss_class_dn: 0.374423 loss_bbox_dn: 0.137497 loss_giou_dn: 0.442225 loss_class_aux_dn: 2.029834 loss_bbox_aux_dn: 0.817142 loss_giou_aux_dn: 2.436796 loss: 16.347339 eta: 36 days, 20:14:12 batch_cost: 0.7685 data_cost: 0.0022 ips: 10.4101 images/s [07/21 22:12:59] ppdet.engine INFO: Epoch: [3] [49300/54024] learning_rate: 0.000100 loss_class: 0.703297 loss_bbox: 0.118547 loss_giou: 0.532972 loss_class_aux: 4.354964 loss_bbox_aux: 0.763529 loss_giou_aux: 3.326216 loss_class_dn: 0.359509 loss_bbox_dn: 0.112345 loss_giou_dn: 0.415882 loss_class_aux_dn: 1.946880 loss_bbox_aux_dn: 0.688892 loss_giou_aux_dn: 2.321790 loss: 16.065447 eta: 36 days, 20:16:21 batch_cost: 0.8943 data_cost: 0.0124 ips: 8.9455 images/s [07/21 22:14:26] ppdet.engine INFO: Epoch: [3] [49400/54024] learning_rate: 0.000100 loss_class: 0.736818 loss_bbox: 0.122982 loss_giou: 0.510682 loss_class_aux: 4.629589 loss_bbox_aux: 0.821212 loss_giou_aux: 3.240740 loss_class_dn: 0.371810 loss_bbox_dn: 0.126461 loss_giou_dn: 0.435382 loss_class_aux_dn: 2.011081 loss_bbox_aux_dn: 0.785381 loss_giou_aux_dn: 2.447428 loss: 16.991187 eta: 36 days, 20:09:07 batch_cost: 0.8187 data_cost: 0.0486 ips: 9.7712 images/s [07/21 22:16:02] ppdet.engine INFO: Epoch: [3] [49500/54024] learning_rate: 0.000100 loss_class: 0.697115 loss_bbox: 0.117373 loss_giou: 0.502199 loss_class_aux: 4.318795 loss_bbox_aux: 0.760482 loss_giou_aux: 3.122434 loss_class_dn: 0.348113 loss_bbox_dn: 0.110687 loss_giou_dn: 0.411240 loss_class_aux_dn: 1.860016 loss_bbox_aux_dn: 0.676203 loss_giou_aux_dn: 2.321145 loss: 15.392191 eta: 36 days, 20:13:42 batch_cost: 0.9140 data_cost: 0.0007 ips: 8.7531 images/s [07/21 22:17:49] ppdet.engine INFO: Epoch: [3] [49600/54024] learning_rate: 0.000100 loss_class: 0.677729 loss_bbox: 0.117084 loss_giou: 0.508254 loss_class_aux: 4.315740 loss_bbox_aux: 0.790539 loss_giou_aux: 3.200801 loss_class_dn: 0.347689 loss_bbox_dn: 0.117948 loss_giou_dn: 0.412394 loss_class_aux_dn: 1.885177 loss_bbox_aux_dn: 0.704615 loss_giou_aux_dn: 2.308497 loss: 15.515368 eta: 36 days, 20:30:59 batch_cost: 1.0169 data_cost: 0.0428 ips: 7.8667 images/s [07/21 22:19:30] ppdet.engine INFO: Epoch: [3] [49700/54024] learning_rate: 0.000100 loss_class: 0.713169 loss_bbox: 0.116439 loss_giou: 0.537404 loss_class_aux: 4.424687 loss_bbox_aux: 0.749142 loss_giou_aux: 3.332180 loss_class_dn: 0.362377 loss_bbox_dn: 0.106483 loss_giou_dn: 0.420033 loss_class_aux_dn: 1.964101 loss_bbox_aux_dn: 0.658537 loss_giou_aux_dn: 2.359705 loss: 16.005577 eta: 36 days, 20:41:59 batch_cost: 0.9667 data_cost: 0.0309 ips: 8.2756 images/s [07/21 22:21:06] ppdet.engine INFO: Epoch: [3] [49800/54024] learning_rate: 0.000100 loss_class: 0.774585 loss_bbox: 0.132985 loss_giou: 0.603315 loss_class_aux: 4.743920 loss_bbox_aux: 0.868476 loss_giou_aux: 3.767061 loss_class_dn: 0.387855 loss_bbox_dn: 0.133344 loss_giou_dn: 0.481800 loss_class_aux_dn: 2.064845 loss_bbox_aux_dn: 0.818009 loss_giou_aux_dn: 2.737416 loss: 17.594705 eta: 36 days, 20:46:11 batch_cost: 0.9118 data_cost: 0.0316 ips: 8.7735 images/s [07/21 22:22:40] ppdet.engine INFO: Epoch: [3] [49900/54024] learning_rate: 0.000100 loss_class: 0.763992 loss_bbox: 0.133839 loss_giou: 0.568671 loss_class_aux: 4.786397 loss_bbox_aux: 0.865269 loss_giou_aux: 3.554406 loss_class_dn: 0.399008 loss_bbox_dn: 0.138179 loss_giou_dn: 0.471981 loss_class_aux_dn: 2.160216 loss_bbox_aux_dn: 0.815944 loss_giou_aux_dn: 2.628305 loss: 17.764646 eta: 36 days, 20:47:35 batch_cost: 0.8891 data_cost: 0.0006 ips: 8.9978 images/s [07/21 22:24:10] ppdet.engine INFO: Epoch: [3] [50000/54024] learning_rate: 0.000100 loss_class: 0.708042 loss_bbox: 0.120187 loss_giou: 0.511038 loss_class_aux: 4.369048 loss_bbox_aux: 0.794683 loss_giou_aux: 3.226494 loss_class_dn: 0.356946 loss_bbox_dn: 0.126458 loss_giou_dn: 0.413549 loss_class_aux_dn: 1.952823 loss_bbox_aux_dn: 0.732441 loss_giou_aux_dn: 2.337998 loss: 15.892570 eta: 36 days, 20:45:00 batch_cost: 0.8568 data_cost: 0.0784 ips: 9.3368 images/s [07/21 22:25:41] ppdet.engine INFO: Epoch: [3] [50100/54024] learning_rate: 0.000100 loss_class: 0.708112 loss_bbox: 0.117738 loss_giou: 0.517565 loss_class_aux: 4.309510 loss_bbox_aux: 0.783954 loss_giou_aux: 3.199468 loss_class_dn: 0.348989 loss_bbox_dn: 0.123876 loss_giou_dn: 0.417562 loss_class_aux_dn: 1.854717 loss_bbox_aux_dn: 0.743640 loss_giou_aux_dn: 2.312021 loss: 15.761051 eta: 36 days, 20:43:04 batch_cost: 0.8621 data_cost: 0.0931 ips: 9.2800 images/s [07/21 22:27:19] ppdet.engine INFO: Epoch: [3] [50200/54024] learning_rate: 0.000100 loss_class: 0.734922 loss_bbox: 0.124719 loss_giou: 0.517190 loss_class_aux: 4.545080 loss_bbox_aux: 0.830152 loss_giou_aux: 3.254069 loss_class_dn: 0.370257 loss_bbox_dn: 0.125575 loss_giou_dn: 0.421088 loss_class_aux_dn: 2.019406 loss_bbox_aux_dn: 0.761977 loss_giou_aux_dn: 2.353844 loss: 16.150103 eta: 36 days, 20:48:32 batch_cost: 0.9227 data_cost: 0.0388 ips: 8.6704 images/s [07/21 22:28:45] ppdet.engine INFO: Epoch: [3] [50300/54024] learning_rate: 0.000100 loss_class: 0.761630 loss_bbox: 0.135905 loss_giou: 0.601943 loss_class_aux: 4.754167 loss_bbox_aux: 0.887624 loss_giou_aux: 3.772164 loss_class_dn: 0.384287 loss_bbox_dn: 0.146730 loss_giou_dn: 0.496311 loss_class_aux_dn: 2.061571 loss_bbox_aux_dn: 0.883229 loss_giou_aux_dn: 2.730543 loss: 17.567709 eta: 36 days, 20:39:58 batch_cost: 0.8077 data_cost: 0.0144 ips: 9.9047 images/s [07/21 22:30:27] ppdet.engine INFO: Epoch: [3] [50400/54024] learning_rate: 0.000100 loss_class: 0.711339 loss_bbox: 0.127886 loss_giou: 0.520686 loss_class_aux: 4.447026 loss_bbox_aux: 0.817226 loss_giou_aux: 3.265319 loss_class_dn: 0.356045 loss_bbox_dn: 0.142167 loss_giou_dn: 0.426188 loss_class_aux_dn: 1.907740 loss_bbox_aux_dn: 0.842292 loss_giou_aux_dn: 2.387938 loss: 16.273018 eta: 36 days, 20:51:53 batch_cost: 0.9760 data_cost: 0.1350 ips: 8.1971 images/s [07/21 22:32:21] ppdet.engine INFO: Epoch: [3] [50500/54024] learning_rate: 0.000100 loss_class: 0.744678 loss_bbox: 0.130551 loss_giou: 0.521268 loss_class_aux: 4.575194 loss_bbox_aux: 0.859656 loss_giou_aux: 3.277787 loss_class_dn: 0.366424 loss_bbox_dn: 0.132360 loss_giou_dn: 0.445461 loss_class_aux_dn: 1.969939 loss_bbox_aux_dn: 0.787688 loss_giou_aux_dn: 2.504120 loss: 16.414391 eta: 36 days, 21:17:37 batch_cost: 1.0902 data_cost: 0.0450 ips: 7.3379 images/s [07/21 22:33:57] ppdet.engine INFO: Epoch: [3] [50600/54024] learning_rate: 0.000100 loss_class: 0.714401 loss_bbox: 0.127536 loss_giou: 0.553747 loss_class_aux: 4.434764 loss_bbox_aux: 0.809060 loss_giou_aux: 3.443439 loss_class_dn: 0.359679 loss_bbox_dn: 0.127609 loss_giou_dn: 0.430780 loss_class_aux_dn: 1.949926 loss_bbox_aux_dn: 0.767384 loss_giou_aux_dn: 2.412778 loss: 16.389355 eta: 36 days, 21:21:15 batch_cost: 0.9086 data_cost: 0.0675 ips: 8.8048 images/s [07/21 22:35:34] ppdet.engine INFO: Epoch: [3] [50700/54024] learning_rate: 0.000100 loss_class: 0.733346 loss_bbox: 0.133581 loss_giou: 0.609419 loss_class_aux: 4.630027 loss_bbox_aux: 0.842267 loss_giou_aux: 3.732192 loss_class_dn: 0.380437 loss_bbox_dn: 0.128381 loss_giou_dn: 0.459729 loss_class_aux_dn: 2.065308 loss_bbox_aux_dn: 0.761005 loss_giou_aux_dn: 2.579928 loss: 17.319261 eta: 36 days, 21:27:12 batch_cost: 0.9280 data_cost: 0.0006 ips: 8.6209 images/s [07/21 22:37:22] ppdet.engine INFO: Epoch: [3] [50800/54024] learning_rate: 0.000100 loss_class: 0.725460 loss_bbox: 0.126277 loss_giou: 0.527461 loss_class_aux: 4.558670 loss_bbox_aux: 0.827394 loss_giou_aux: 3.457571 loss_class_dn: 0.365018 loss_bbox_dn: 0.125042 loss_giou_dn: 0.436142 loss_class_aux_dn: 1.961935 loss_bbox_aux_dn: 0.766717 loss_giou_aux_dn: 2.450753 loss: 16.521529 eta: 36 days, 21:44:58 batch_cost: 1.0262 data_cost: 0.1806 ips: 7.7957 images/s [07/21 22:39:03] ppdet.engine INFO: Epoch: [3] [50900/54024] learning_rate: 0.000100 loss_class: 0.747605 loss_bbox: 0.133867 loss_giou: 0.559865 loss_class_aux: 4.596910 loss_bbox_aux: 0.888840 loss_giou_aux: 3.515884 loss_class_dn: 0.361796 loss_bbox_dn: 0.136173 loss_giou_dn: 0.461371 loss_class_aux_dn: 1.938679 loss_bbox_aux_dn: 0.792714 loss_giou_aux_dn: 2.548343 loss: 16.620462 eta: 36 days, 21:55:15 batch_cost: 0.9646 data_cost: 0.0106 ips: 8.2934 images/s [07/21 22:40:52] ppdet.engine INFO: Epoch: [3] [51000/54024] learning_rate: 0.000100 loss_class: 0.690769 loss_bbox: 0.118756 loss_giou: 0.483512 loss_class_aux: 4.315029 loss_bbox_aux: 0.778367 loss_giou_aux: 3.018236 loss_class_dn: 0.341683 loss_bbox_dn: 0.122322 loss_giou_dn: 0.407087 loss_class_aux_dn: 1.816207 loss_bbox_aux_dn: 0.730868 loss_giou_aux_dn: 2.280937 loss: 15.147582 eta: 36 days, 22:14:22 batch_cost: 1.0385 data_cost: 0.0006 ips: 7.7030 images/s [07/21 22:42:33] ppdet.engine INFO: Epoch: [3] [51100/54024] learning_rate: 0.000100 loss_class: 0.707881 loss_bbox: 0.117314 loss_giou: 0.540570 loss_class_aux: 4.483369 loss_bbox_aux: 0.772232 loss_giou_aux: 3.424659 loss_class_dn: 0.351160 loss_bbox_dn: 0.124130 loss_giou_dn: 0.426505 loss_class_aux_dn: 1.884144 loss_bbox_aux_dn: 0.745474 loss_giou_aux_dn: 2.357093 loss: 15.933671 eta: 36 days, 22:24:49 batch_cost: 0.9670 data_cost: 0.0137 ips: 8.2727 images/s [07/21 22:44:20] ppdet.engine INFO: Epoch: [3] [51200/54024] learning_rate: 0.000100 loss_class: 0.694982 loss_bbox: 0.122653 loss_giou: 0.570724 loss_class_aux: 4.399726 loss_bbox_aux: 0.813126 loss_giou_aux: 3.588741 loss_class_dn: 0.375904 loss_bbox_dn: 0.112437 loss_giou_dn: 0.443135 loss_class_aux_dn: 2.059733 loss_bbox_aux_dn: 0.700979 loss_giou_aux_dn: 2.513059 loss: 16.650454 eta: 36 days, 22:41:41 batch_cost: 1.0209 data_cost: 0.0315 ips: 7.8360 images/s [07/21 22:45:50] ppdet.engine INFO: Epoch: [3] [51300/54024] learning_rate: 0.000100 loss_class: 0.699271 loss_bbox: 0.114378 loss_giou: 0.518218 loss_class_aux: 4.371438 loss_bbox_aux: 0.723276 loss_giou_aux: 3.154295 loss_class_dn: 0.355166 loss_bbox_dn: 0.119889 loss_giou_dn: 0.404600 loss_class_aux_dn: 1.905778 loss_bbox_aux_dn: 0.712935 loss_giou_aux_dn: 2.301131 loss: 15.725506 eta: 36 days, 22:38:29 batch_cost: 0.8537 data_cost: 0.0269 ips: 9.3714 images/s [07/21 22:47:26] ppdet.engine INFO: Epoch: [3] [51400/54024] learning_rate: 0.000100 loss_class: 0.673251 loss_bbox: 0.113028 loss_giou: 0.484133 loss_class_aux: 4.173110 loss_bbox_aux: 0.749345 loss_giou_aux: 3.085339 loss_class_dn: 0.347587 loss_bbox_dn: 0.116694 loss_giou_dn: 0.411013 loss_class_aux_dn: 1.861185 loss_bbox_aux_dn: 0.701739 loss_giou_aux_dn: 2.319938 loss: 15.703314 eta: 36 days, 22:42:08 batch_cost: 0.9110 data_cost: 0.0006 ips: 8.7818 images/s [07/21 22:48:55] ppdet.engine INFO: Epoch: [3] [51500/54024] learning_rate: 0.000100 loss_class: 0.745779 loss_bbox: 0.126133 loss_giou: 0.526388 loss_class_aux: 4.635677 loss_bbox_aux: 0.827142 loss_giou_aux: 3.379378 loss_class_dn: 0.365665 loss_bbox_dn: 0.122441 loss_giou_dn: 0.427031 loss_class_aux_dn: 1.969744 loss_bbox_aux_dn: 0.753386 loss_giou_aux_dn: 2.404107 loss: 16.508748 eta: 36 days, 22:37:46 batch_cost: 0.8437 data_cost: 0.0037 ips: 9.4819 images/s [07/21 22:50:34] ppdet.engine INFO: Epoch: [3] [51600/54024] learning_rate: 0.000100 loss_class: 0.720815 loss_bbox: 0.120330 loss_giou: 0.484777 loss_class_aux: 4.503262 loss_bbox_aux: 0.798594 loss_giou_aux: 3.088555 loss_class_dn: 0.360322 loss_bbox_dn: 0.135976 loss_giou_dn: 0.416583 loss_class_aux_dn: 1.928932 loss_bbox_aux_dn: 0.818044 loss_giou_aux_dn: 2.393523 loss: 16.142230 eta: 36 days, 22:44:16 batch_cost: 0.9353 data_cost: 0.0007 ips: 8.5538 images/s [07/21 22:52:05] ppdet.engine INFO: Epoch: [3] [51700/54024] learning_rate: 0.000100 loss_class: 0.718090 loss_bbox: 0.122501 loss_giou: 0.531916 loss_class_aux: 4.469447 loss_bbox_aux: 0.787546 loss_giou_aux: 3.323032 loss_class_dn: 0.358792 loss_bbox_dn: 0.118990 loss_giou_dn: 0.417316 loss_class_aux_dn: 1.940712 loss_bbox_aux_dn: 0.723698 loss_giou_aux_dn: 2.337799 loss: 15.389886 eta: 36 days, 22:41:17 batch_cost: 0.8554 data_cost: 0.0006 ips: 9.3526 images/s [07/21 22:53:47] ppdet.engine INFO: Epoch: [3] [51800/54024] learning_rate: 0.000100 loss_class: 0.695357 loss_bbox: 0.118014 loss_giou: 0.557413 loss_class_aux: 4.336040 loss_bbox_aux: 0.763845 loss_giou_aux: 3.473095 loss_class_dn: 0.358661 loss_bbox_dn: 0.115226 loss_giou_dn: 0.434249 loss_class_aux_dn: 1.926375 loss_bbox_aux_dn: 0.694192 loss_giou_aux_dn: 2.427544 loss: 15.943212 eta: 36 days, 22:52:04 batch_cost: 0.9718 data_cost: 0.0008 ips: 8.2317 images/s [07/21 22:55:13] ppdet.engine INFO: Epoch: [3] [51900/54024] learning_rate: 0.000100 loss_class: 0.679088 loss_bbox: 0.122067 loss_giou: 0.484078 loss_class_aux: 4.282049 loss_bbox_aux: 0.803893 loss_giou_aux: 3.059335 loss_class_dn: 0.349829 loss_bbox_dn: 0.129921 loss_giou_dn: 0.389871 loss_class_aux_dn: 1.871121 loss_bbox_aux_dn: 0.785712 loss_giou_aux_dn: 2.242150 loss: 15.252673 eta: 36 days, 22:43:58 batch_cost: 0.8121 data_cost: 0.0006 ips: 9.8511 images/s [07/21 22:57:10] ppdet.engine INFO: Epoch: [3] [52000/54024] learning_rate: 0.000100 loss_class: 0.749268 loss_bbox: 0.138566 loss_giou: 0.549215 loss_class_aux: 4.621216 loss_bbox_aux: 0.913516 loss_giou_aux: 3.364236 loss_class_dn: 0.372033 loss_bbox_dn: 0.138010 loss_giou_dn: 0.429830 loss_class_aux_dn: 2.015034 loss_bbox_aux_dn: 0.838307 loss_giou_aux_dn: 2.386227 loss: 16.706909 eta: 36 days, 23:12:54 batch_cost: 1.1264 data_cost: 0.0039 ips: 7.1022 images/s [07/21 22:58:58] ppdet.engine INFO: Epoch: [3] [52100/54024] learning_rate: 0.000100 loss_class: 0.730426 loss_bbox: 0.117025 loss_giou: 0.505510 loss_class_aux: 4.497316 loss_bbox_aux: 0.767525 loss_giou_aux: 3.158530 loss_class_dn: 0.353089 loss_bbox_dn: 0.117106 loss_giou_dn: 0.429078 loss_class_aux_dn: 1.911015 loss_bbox_aux_dn: 0.702027 loss_giou_aux_dn: 2.380436 loss: 16.049168 eta: 36 days, 23:30:38 batch_cost: 1.0321 data_cost: 0.0008 ips: 7.7515 images/s [07/21 23:00:32] ppdet.engine INFO: Epoch: [3] [52200/54024] learning_rate: 0.000100 loss_class: 0.684991 loss_bbox: 0.116862 loss_giou: 0.505015 loss_class_aux: 4.305139 loss_bbox_aux: 0.753291 loss_giou_aux: 3.186830 loss_class_dn: 0.333348 loss_bbox_dn: 0.115513 loss_giou_dn: 0.411610 loss_class_aux_dn: 1.824918 loss_bbox_aux_dn: 0.699203 loss_giou_aux_dn: 2.282224 loss: 15.244967 eta: 36 days, 23:31:39 batch_cost: 0.8903 data_cost: 0.0185 ips: 8.9858 images/s [07/21 23:02:06] ppdet.engine INFO: Epoch: [3] [52300/54024] learning_rate: 0.000100 loss_class: 0.718813 loss_bbox: 0.128283 loss_giou: 0.573581 loss_class_aux: 4.461917 loss_bbox_aux: 0.838554 loss_giou_aux: 3.536769 loss_class_dn: 0.369904 loss_bbox_dn: 0.124015 loss_giou_dn: 0.439759 loss_class_aux_dn: 1.990543 loss_bbox_aux_dn: 0.728011 loss_giou_aux_dn: 2.468619 loss: 16.405598 eta: 36 days, 23:33:17 batch_cost: 0.8956 data_cost: 0.0034 ips: 8.9328 images/s [07/21 23:03:44] ppdet.engine INFO: Epoch: [3] [52400/54024] learning_rate: 0.000100 loss_class: 0.705437 loss_bbox: 0.119003 loss_giou: 0.527396 loss_class_aux: 4.482857 loss_bbox_aux: 0.773036 loss_giou_aux: 3.358053 loss_class_dn: 0.358292 loss_bbox_dn: 0.115424 loss_giou_dn: 0.436865 loss_class_aux_dn: 1.916274 loss_bbox_aux_dn: 0.709844 loss_giou_aux_dn: 2.445626 loss: 16.093132 eta: 36 days, 23:38:19 batch_cost: 0.9249 data_cost: 0.0061 ips: 8.6498 images/s [07/21 23:05:17] ppdet.engine INFO: Epoch: [3] [52500/54024] learning_rate: 0.000100 loss_class: 0.723467 loss_bbox: 0.122748 loss_giou: 0.544300 loss_class_aux: 4.549238 loss_bbox_aux: 0.813171 loss_giou_aux: 3.335143 loss_class_dn: 0.371845 loss_bbox_dn: 0.125300 loss_giou_dn: 0.421992 loss_class_aux_dn: 1.987326 loss_bbox_aux_dn: 0.762267 loss_giou_aux_dn: 2.370065 loss: 16.608259 eta: 36 days, 23:39:09 batch_cost: 0.8891 data_cost: 0.0006 ips: 8.9981 images/s [07/21 23:06:59] ppdet.engine INFO: Epoch: [3] [52600/54024] learning_rate: 0.000100 loss_class: 0.743354 loss_bbox: 0.135753 loss_giou: 0.594994 loss_class_aux: 4.691543 loss_bbox_aux: 0.903503 loss_giou_aux: 3.711907 loss_class_dn: 0.407374 loss_bbox_dn: 0.137612 loss_giou_dn: 0.485241 loss_class_aux_dn: 2.164824 loss_bbox_aux_dn: 0.830181 loss_giou_aux_dn: 2.718851 loss: 17.885557 eta: 36 days, 23:48:46 batch_cost: 0.9644 data_cost: 0.0006 ips: 8.2951 images/s [07/21 23:08:45] ppdet.engine INFO: Epoch: [3] [52700/54024] learning_rate: 0.000100 loss_class: 0.694404 loss_bbox: 0.119882 loss_giou: 0.467587 loss_class_aux: 4.271317 loss_bbox_aux: 0.800137 loss_giou_aux: 2.891119 loss_class_dn: 0.331606 loss_bbox_dn: 0.120672 loss_giou_dn: 0.376467 loss_class_aux_dn: 1.822416 loss_bbox_aux_dn: 0.721945 loss_giou_aux_dn: 2.140451 loss: 14.510031 eta: 37 days, 0:04:03 batch_cost: 1.0136 data_cost: 0.0013 ips: 7.8924 images/s [07/21 23:10:11] ppdet.engine INFO: Epoch: [3] [52800/54024] learning_rate: 0.000100 loss_class: 0.703929 loss_bbox: 0.125044 loss_giou: 0.560058 loss_class_aux: 4.465418 loss_bbox_aux: 0.819459 loss_giou_aux: 3.487752 loss_class_dn: 0.370737 loss_bbox_dn: 0.122846 loss_giou_dn: 0.441903 loss_class_aux_dn: 1.991420 loss_bbox_aux_dn: 0.739167 loss_giou_aux_dn: 2.431751 loss: 16.470309 eta: 36 days, 23:56:38 batch_cost: 0.8186 data_cost: 0.0009 ips: 9.7731 images/s [07/21 23:11:44] ppdet.engine INFO: Epoch: [3] [52900/54024] learning_rate: 0.000100 loss_class: 0.695104 loss_bbox: 0.124514 loss_giou: 0.555583 loss_class_aux: 4.353040 loss_bbox_aux: 0.796707 loss_giou_aux: 3.441554 loss_class_dn: 0.369517 loss_bbox_dn: 0.124072 loss_giou_dn: 0.444359 loss_class_aux_dn: 1.964950 loss_bbox_aux_dn: 0.744955 loss_giou_aux_dn: 2.471041 loss: 17.191516 eta: 36 days, 23:55:32 batch_cost: 0.8729 data_cost: 0.0006 ips: 9.1647 images/s [07/21 23:13:20] ppdet.engine INFO: Epoch: [3] [53000/54024] learning_rate: 0.000100 loss_class: 0.722325 loss_bbox: 0.126302 loss_giou: 0.528662 loss_class_aux: 4.400243 loss_bbox_aux: 0.809356 loss_giou_aux: 3.363152 loss_class_dn: 0.367669 loss_bbox_dn: 0.131048 loss_giou_dn: 0.432914 loss_class_aux_dn: 1.946103 loss_bbox_aux_dn: 0.769440 loss_giou_aux_dn: 2.451964 loss: 16.073709 eta: 36 days, 23:59:05 batch_cost: 0.9131 data_cost: 0.0328 ips: 8.7614 images/s [07/21 23:15:02] ppdet.engine INFO: Epoch: [3] [53100/54024] learning_rate: 0.000100 loss_class: 0.784088 loss_bbox: 0.120939 loss_giou: 0.567843 loss_class_aux: 4.842646 loss_bbox_aux: 0.790361 loss_giou_aux: 3.563321 loss_class_dn: 0.406712 loss_bbox_dn: 0.126111 loss_giou_dn: 0.444489 loss_class_aux_dn: 2.149975 loss_bbox_aux_dn: 0.756120 loss_giou_aux_dn: 2.490130 loss: 17.562595 eta: 37 days, 0:09:41 batch_cost: 0.9744 data_cost: 0.0567 ips: 8.2100 images/s [07/21 23:16:40] ppdet.engine INFO: Epoch: [3] [53200/54024] learning_rate: 0.000100 loss_class: 0.660846 loss_bbox: 0.110670 loss_giou: 0.460625 loss_class_aux: 4.165854 loss_bbox_aux: 0.734007 loss_giou_aux: 2.923690 loss_class_dn: 0.327883 loss_bbox_dn: 0.112691 loss_giou_dn: 0.382402 loss_class_aux_dn: 1.762545 loss_bbox_aux_dn: 0.708047 loss_giou_aux_dn: 2.119548 loss: 14.649909 eta: 37 days, 0:15:27 batch_cost: 0.9328 data_cost: 0.0351 ips: 8.5760 images/s [07/21 23:18:19] ppdet.engine INFO: Epoch: [3] [53300/54024] learning_rate: 0.000100 loss_class: 0.707654 loss_bbox: 0.124101 loss_giou: 0.534231 loss_class_aux: 4.422733 loss_bbox_aux: 0.812525 loss_giou_aux: 3.338972 loss_class_dn: 0.359989 loss_bbox_dn: 0.118130 loss_giou_dn: 0.434319 loss_class_aux_dn: 1.933432 loss_bbox_aux_dn: 0.724617 loss_giou_aux_dn: 2.438114 loss: 16.175244 eta: 37 days, 0:22:45 batch_cost: 0.9464 data_cost: 0.0908 ips: 8.4531 images/s [07/21 23:19:58] ppdet.engine INFO: Epoch: [3] [53400/54024] learning_rate: 0.000100 loss_class: 0.651508 loss_bbox: 0.119719 loss_giou: 0.481421 loss_class_aux: 4.132295 loss_bbox_aux: 0.769448 loss_giou_aux: 3.105900 loss_class_dn: 0.335846 loss_bbox_dn: 0.125171 loss_giou_dn: 0.386134 loss_class_aux_dn: 1.790337 loss_bbox_aux_dn: 0.732663 loss_giou_aux_dn: 2.186805 loss: 15.252961 eta: 37 days, 0:28:39 batch_cost: 0.9345 data_cost: 0.0633 ips: 8.5604 images/s [07/21 23:21:52] ppdet.engine INFO: Epoch: [3] [53500/54024] learning_rate: 0.000100 loss_class: 0.685312 loss_bbox: 0.119373 loss_giou: 0.525575 loss_class_aux: 4.260003 loss_bbox_aux: 0.768566 loss_giou_aux: 3.300952 loss_class_dn: 0.361930 loss_bbox_dn: 0.115826 loss_giou_dn: 0.420310 loss_class_aux_dn: 1.940934 loss_bbox_aux_dn: 0.715864 loss_giou_aux_dn: 2.349585 loss: 15.747513 eta: 37 days, 0:53:33 batch_cost: 1.1007 data_cost: 0.0038 ips: 7.2679 images/s [07/21 23:23:28] ppdet.engine INFO: Epoch: [3] [53600/54024] learning_rate: 0.000100 loss_class: 0.748756 loss_bbox: 0.123656 loss_giou: 0.504271 loss_class_aux: 4.667686 loss_bbox_aux: 0.795133 loss_giou_aux: 3.165247 loss_class_dn: 0.374008 loss_bbox_dn: 0.127248 loss_giou_dn: 0.420533 loss_class_aux_dn: 2.003889 loss_bbox_aux_dn: 0.768619 loss_giou_aux_dn: 2.398066 loss: 16.360226 eta: 37 days, 0:56:03 batch_cost: 0.9055 data_cost: 0.0183 ips: 8.8350 images/s [07/21 23:25:03] ppdet.engine INFO: Epoch: [3] [53700/54024] learning_rate: 0.000100 loss_class: 0.694201 loss_bbox: 0.126252 loss_giou: 0.492007 loss_class_aux: 4.314919 loss_bbox_aux: 0.822275 loss_giou_aux: 3.130017 loss_class_dn: 0.352459 loss_bbox_dn: 0.129364 loss_giou_dn: 0.411020 loss_class_aux_dn: 1.896206 loss_bbox_aux_dn: 0.760473 loss_giou_aux_dn: 2.349274 loss: 15.977106 eta: 37 days, 0:57:57 batch_cost: 0.9004 data_cost: 0.0716 ips: 8.8847 images/s [07/21 23:26:38] ppdet.engine INFO: Epoch: [3] [53800/54024] learning_rate: 0.000100 loss_class: 0.680350 loss_bbox: 0.117747 loss_giou: 0.530704 loss_class_aux: 4.302182 loss_bbox_aux: 0.745018 loss_giou_aux: 3.261669 loss_class_dn: 0.351315 loss_bbox_dn: 0.125243 loss_giou_dn: 0.434221 loss_class_aux_dn: 1.871948 loss_bbox_aux_dn: 0.737190 loss_giou_aux_dn: 2.407161 loss: 15.740218 eta: 37 days, 0:59:26 batch_cost: 0.8969 data_cost: 0.0482 ips: 8.9200 images/s [07/21 23:28:13] ppdet.engine INFO: Epoch: [3] [53900/54024] learning_rate: 0.000100 loss_class: 0.725702 loss_bbox: 0.119557 loss_giou: 0.522116 loss_class_aux: 4.433620 loss_bbox_aux: 0.779256 loss_giou_aux: 3.282070 loss_class_dn: 0.373326 loss_bbox_dn: 0.119385 loss_giou_dn: 0.436149 loss_class_aux_dn: 2.011066 loss_bbox_aux_dn: 0.701727 loss_giou_aux_dn: 2.439193 loss: 16.578892 eta: 37 days, 1:02:10 batch_cost: 0.9080 data_cost: 0.0364 ips: 8.8107 images/s [07/21 23:29:44] ppdet.engine INFO: Epoch: [3] [54000/54024] learning_rate: 0.000100 loss_class: 0.680034 loss_bbox: 0.118748 loss_giou: 0.509427 loss_class_aux: 4.159749 loss_bbox_aux: 0.786332 loss_giou_aux: 3.205581 loss_class_dn: 0.355797 loss_bbox_dn: 0.120787 loss_giou_dn: 0.432965 loss_class_aux_dn: 1.937283 loss_bbox_aux_dn: 0.715189 loss_giou_aux_dn: 2.447538 loss: 16.200071 eta: 37 days, 0:59:06 batch_cost: 0.8570 data_cost: 0.0006 ips: 9.3347 images/s loading annotations into memory... Done (t=6.51s) creating index... index created! [07/21 23:30:19] ppdet.data.source.coco WARNING: Found an invalid bbox in annotations: im_id: 549169, area: 0.0 x1: 742.3126221, y1: 8.545593250000001, x2: 742.3126221, y2: 11.2289734. [07/21 23:30:33] ppdet.data.source.coco INFO: Load [80000 samples valid, 0 samples invalid] in file /paddle/workspace/dataset/obj365/annotations/zhiyuan_objv2_val.json. loading annotations into memory... Done (t=10.08s) creating index... index created! 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Done (t=27.38s) creating index... index created! [07/22 00:12:16] ppdet.metrics.coco_utils INFO: Start evaluate... Loading and preparing results... DONE (t=225.82s) creating index... index created! Running per image evaluation... Evaluate annotation type *bbox* DONE (t=2779.84s). Accumulating evaluation results... /paddle/anaconda3/lib/python3.8/site-packages/pycocotools/cocoeval.py:378: DeprecationWarning: `np.float` is a deprecated alias for the builtin `float`. To silence this warning, use `float` by itself. Doing this will not modify any behavior and is safe. If you specifically wanted the numpy scalar type, use `np.float64` here. Deprecated in NumPy 1.20; for more details and guidance: https://numpy.org/devdocs/release/1.20.0-notes.html#deprecations tp_sum = np.cumsum(tps, axis=1).astype(dtype=np.float) /paddle/anaconda3/lib/python3.8/site-packages/pycocotools/cocoeval.py:379: DeprecationWarning: `np.float` is a deprecated alias for the builtin `float`. To silence this warning, use `float` by itself. Doing this will not modify any behavior and is safe. If you specifically wanted the numpy scalar type, use `np.float64` here. Deprecated in NumPy 1.20; for more details and guidance: https://numpy.org/devdocs/release/1.20.0-notes.html#deprecations fp_sum = np.cumsum(fps, axis=1).astype(dtype=np.float) DONE (t=752.75s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.307 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.411 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.332 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.136 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.294 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.429 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.270 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.518 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.561 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.322 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.560 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.725 [07/22 01:16:48] ppdet.engine INFO: Total sample number: 80000, average FPS: 37.47564248623198 [07/22 01:16:48] ppdet.engine INFO: Best test bbox ap is 0.307. [07/22 01:17:02] ppdet.engine INFO: Epoch: [4] [ 0/54024] learning_rate: 0.000100 loss_class: 0.675123 loss_bbox: 0.118180 loss_giou: 0.505173 loss_class_aux: 4.283385 loss_bbox_aux: 0.770614 loss_giou_aux: 3.186683 loss_class_dn: 0.360121 loss_bbox_dn: 0.120525 loss_giou_dn: 0.419455 loss_class_aux_dn: 1.953681 loss_bbox_aux_dn: 0.713561 loss_giou_aux_dn: 2.377252 loss: 16.243694 eta: 37 days, 0:55:14 batch_cost: 0.8234 data_cost: 0.0012 ips: 9.7159 images/s [07/22 01:18:53] ppdet.engine INFO: Epoch: [4] [ 100/54024] learning_rate: 0.000100 loss_class: 0.735977 loss_bbox: 0.119467 loss_giou: 0.512291 loss_class_aux: 4.579140 loss_bbox_aux: 0.784563 loss_giou_aux: 3.249106 loss_class_dn: 0.360369 loss_bbox_dn: 0.118557 loss_giou_dn: 0.416075 loss_class_aux_dn: 1.926449 loss_bbox_aux_dn: 0.711457 loss_giou_aux_dn: 2.361366 loss: 15.939554 eta: 37 days, 1:15:01 batch_cost: 1.0589 data_cost: 0.0011 ips: 7.5553 images/s [07/22 01:20:29] ppdet.engine INFO: Epoch: [4] [ 200/54024] learning_rate: 0.000100 loss_class: 0.726620 loss_bbox: 0.127424 loss_giou: 0.564464 loss_class_aux: 4.542251 loss_bbox_aux: 0.833815 loss_giou_aux: 3.535710 loss_class_dn: 0.386514 loss_bbox_dn: 0.131546 loss_giou_dn: 0.449751 loss_class_aux_dn: 2.051101 loss_bbox_aux_dn: 0.803612 loss_giou_aux_dn: 2.488407 loss: 17.008717 eta: 37 days, 1:18:22 batch_cost: 0.9140 data_cost: 0.0604 ips: 8.7532 images/s [07/22 01:21:57] ppdet.engine INFO: Epoch: [4] [ 300/54024] learning_rate: 0.000100 loss_class: 0.727356 loss_bbox: 0.126353 loss_giou: 0.575508 loss_class_aux: 4.510265 loss_bbox_aux: 0.847109 loss_giou_aux: 3.543574 loss_class_dn: 0.372521 loss_bbox_dn: 0.122791 loss_giou_dn: 0.461248 loss_class_aux_dn: 2.028320 loss_bbox_aux_dn: 0.727958 loss_giou_aux_dn: 2.539920 loss: 17.022702 eta: 37 days, 1:12:59 batch_cost: 0.8366 data_cost: 0.0014 ips: 9.5625 images/s [07/22 01:23:26] ppdet.engine INFO: Epoch: [4] [ 400/54024] learning_rate: 0.000100 loss_class: 0.764502 loss_bbox: 0.128342 loss_giou: 0.593113 loss_class_aux: 4.712709 loss_bbox_aux: 0.848771 loss_giou_aux: 3.738777 loss_class_dn: 0.389828 loss_bbox_dn: 0.128457 loss_giou_dn: 0.474725 loss_class_aux_dn: 2.097013 loss_bbox_aux_dn: 0.780479 loss_giou_aux_dn: 2.651688 loss: 17.190216 eta: 37 days, 1:07:55 batch_cost: 0.8394 data_cost: 0.0010 ips: 9.5302 images/s [07/22 01:25:04] ppdet.engine INFO: Epoch: [4] [ 500/54024] learning_rate: 0.000100 loss_class: 0.706633 loss_bbox: 0.123782 loss_giou: 0.540793 loss_class_aux: 4.352523 loss_bbox_aux: 0.795743 loss_giou_aux: 3.388447 loss_class_dn: 0.364150 loss_bbox_dn: 0.112416 loss_giou_dn: 0.432247 loss_class_aux_dn: 1.975447 loss_bbox_aux_dn: 0.685539 loss_giou_aux_dn: 2.432873 loss: 16.031404 eta: 37 days, 1:12:51 batch_cost: 0.9282 data_cost: 0.0375 ips: 8.6185 images/s [07/22 01:26:38] ppdet.engine INFO: Epoch: [4] [ 600/54024] learning_rate: 0.000100 loss_class: 0.729659 loss_bbox: 0.122924 loss_giou: 0.557347 loss_class_aux: 4.477620 loss_bbox_aux: 0.800569 loss_giou_aux: 3.504836 loss_class_dn: 0.374060 loss_bbox_dn: 0.119776 loss_giou_dn: 0.443225 loss_class_aux_dn: 1.994739 loss_bbox_aux_dn: 0.722612 loss_giou_aux_dn: 2.481313 loss: 16.585192 eta: 37 days, 1:14:37 batch_cost: 0.9003 data_cost: 0.0010 ips: 8.8858 images/s [07/22 01:28:11] ppdet.engine INFO: Epoch: [4] [ 700/54024] learning_rate: 0.000100 loss_class: 0.705814 loss_bbox: 0.122296 loss_giou: 0.510293 loss_class_aux: 4.439787 loss_bbox_aux: 0.800520 loss_giou_aux: 3.193076 loss_class_dn: 0.365024 loss_bbox_dn: 0.120913 loss_giou_dn: 0.415196 loss_class_aux_dn: 1.972457 loss_bbox_aux_dn: 0.735435 loss_giou_aux_dn: 2.348056 loss: 16.065468 eta: 37 days, 1:13:13 batch_cost: 0.8719 data_cost: 0.0388 ips: 9.1751 images/s [07/22 01:29:50] ppdet.engine INFO: Epoch: [4] [ 800/54024] learning_rate: 0.000100 loss_class: 0.726518 loss_bbox: 0.117559 loss_giou: 0.518948 loss_class_aux: 4.507790 loss_bbox_aux: 0.766602 loss_giou_aux: 3.204544 loss_class_dn: 0.366650 loss_bbox_dn: 0.120465 loss_giou_dn: 0.421969 loss_class_aux_dn: 1.962931 loss_bbox_aux_dn: 0.716167 loss_giou_aux_dn: 2.374285 loss: 16.154841 eta: 37 days, 1:20:19 batch_cost: 0.9482 data_cost: 0.0779 ips: 8.4368 images/s [07/22 01:31:32] ppdet.engine INFO: Epoch: [4] [ 900/54024] learning_rate: 0.000100 loss_class: 0.708295 loss_bbox: 0.122926 loss_giou: 0.510698 loss_class_aux: 4.456204 loss_bbox_aux: 0.831670 loss_giou_aux: 3.170258 loss_class_dn: 0.359190 loss_bbox_dn: 0.120469 loss_giou_dn: 0.427019 loss_class_aux_dn: 1.929915 loss_bbox_aux_dn: 0.751945 loss_giou_aux_dn: 2.389533 loss: 15.976404 eta: 37 days, 1:29:20 batch_cost: 0.9656 data_cost: 0.0431 ips: 8.2847 images/s [07/22 01:33:02] ppdet.engine INFO: Epoch: [4] [ 1000/54024] learning_rate: 0.000100 loss_class: 0.750877 loss_bbox: 0.130087 loss_giou: 0.572049 loss_class_aux: 4.742342 loss_bbox_aux: 0.837946 loss_giou_aux: 3.519298 loss_class_dn: 0.376642 loss_bbox_dn: 0.129593 loss_giou_dn: 0.438719 loss_class_aux_dn: 2.023311 loss_bbox_aux_dn: 0.782707 loss_giou_aux_dn: 2.436789 loss: 16.694941 eta: 37 days, 1:24:48 batch_cost: 0.8441 data_cost: 0.0015 ips: 9.4770 images/s [07/22 01:34:59] ppdet.engine INFO: Epoch: [4] [ 1100/54024] learning_rate: 0.000100 loss_class: 0.691596 loss_bbox: 0.122307 loss_giou: 0.531399 loss_class_aux: 4.307387 loss_bbox_aux: 0.794577 loss_giou_aux: 3.308287 loss_class_dn: 0.357603 loss_bbox_dn: 0.122731 loss_giou_dn: 0.430766 loss_class_aux_dn: 1.937540 loss_bbox_aux_dn: 0.744132 loss_giou_aux_dn: 2.412138 loss: 16.379184 eta: 37 days, 1:51:38 batch_cost: 1.1267 data_cost: 0.1429 ips: 7.1005 images/s [07/22 01:36:31] ppdet.engine INFO: Epoch: [4] [ 1200/54024] learning_rate: 0.000100 loss_class: 0.712678 loss_bbox: 0.128987 loss_giou: 0.518454 loss_class_aux: 4.449925 loss_bbox_aux: 0.834710 loss_giou_aux: 3.229731 loss_class_dn: 0.351065 loss_bbox_dn: 0.127533 loss_giou_dn: 0.430709 loss_class_aux_dn: 1.899043 loss_bbox_aux_dn: 0.772760 loss_giou_aux_dn: 2.412021 loss: 16.234482 eta: 37 days, 1:50:03 batch_cost: 0.8710 data_cost: 0.0011 ips: 9.1846 images/s [07/22 01:38:08] ppdet.engine INFO: Epoch: [4] [ 1300/54024] learning_rate: 0.000100 loss_class: 0.725965 loss_bbox: 0.126251 loss_giou: 0.539934 loss_class_aux: 4.519463 loss_bbox_aux: 0.816855 loss_giou_aux: 3.410828 loss_class_dn: 0.371855 loss_bbox_dn: 0.127139 loss_giou_dn: 0.448496 loss_class_aux_dn: 1.990345 loss_bbox_aux_dn: 0.740016 loss_giou_aux_dn: 2.496541 loss: 16.739839 eta: 37 days, 1:54:38 batch_cost: 0.9269 data_cost: 0.0010 ips: 8.6308 images/s [07/22 01:39:39] ppdet.engine INFO: Epoch: [4] [ 1400/54024] learning_rate: 0.000100 loss_class: 0.704967 loss_bbox: 0.116362 loss_giou: 0.490169 loss_class_aux: 4.352537 loss_bbox_aux: 0.768722 loss_giou_aux: 3.110277 loss_class_dn: 0.353747 loss_bbox_dn: 0.123484 loss_giou_dn: 0.389931 loss_class_aux_dn: 1.903131 loss_bbox_aux_dn: 0.749528 loss_giou_aux_dn: 2.201477 loss: 15.405387 eta: 37 days, 1:51:34 batch_cost: 0.8577 data_cost: 0.0375 ips: 9.3269 images/s [07/22 01:41:16] ppdet.engine INFO: Epoch: [4] [ 1500/54024] learning_rate: 0.000100 loss_class: 0.744475 loss_bbox: 0.126437 loss_giou: 0.536518 loss_class_aux: 4.608182 loss_bbox_aux: 0.833454 loss_giou_aux: 3.325919 loss_class_dn: 0.362924 loss_bbox_dn: 0.127482 loss_giou_dn: 0.442867 loss_class_aux_dn: 1.990732 loss_bbox_aux_dn: 0.783982 loss_giou_aux_dn: 2.436742 loss: 15.703958 eta: 37 days, 1:56:06 batch_cost: 0.9267 data_cost: 0.0437 ips: 8.6329 images/s [07/22 01:42:52] ppdet.engine INFO: Epoch: [4] [ 1600/54024] learning_rate: 0.000100 loss_class: 0.685576 loss_bbox: 0.118313 loss_giou: 0.555828 loss_class_aux: 4.257426 loss_bbox_aux: 0.801414 loss_giou_aux: 3.561779 loss_class_dn: 0.358392 loss_bbox_dn: 0.112244 loss_giou_dn: 0.426274 loss_class_aux_dn: 1.934779 loss_bbox_aux_dn: 0.716205 loss_giou_aux_dn: 2.394915 loss: 15.821065 eta: 37 days, 1:58:21 batch_cost: 0.9061 data_cost: 0.0661 ips: 8.8288 images/s [07/22 01:44:27] ppdet.engine INFO: Epoch: [4] [ 1700/54024] learning_rate: 0.000100 loss_class: 0.678699 loss_bbox: 0.119549 loss_giou: 0.470184 loss_class_aux: 4.183540 loss_bbox_aux: 0.801447 loss_giou_aux: 2.860050 loss_class_dn: 0.347512 loss_bbox_dn: 0.125190 loss_giou_dn: 0.387916 loss_class_aux_dn: 1.836793 loss_bbox_aux_dn: 0.755944 loss_giou_aux_dn: 2.209446 loss: 14.677897 eta: 37 days, 1:59:56 batch_cost: 0.9001 data_cost: 0.0680 ips: 8.8878 images/s [07/22 01:46:02] ppdet.engine INFO: Epoch: [4] [ 1800/54024] learning_rate: 0.000100 loss_class: 0.713147 loss_bbox: 0.126127 loss_giou: 0.553178 loss_class_aux: 4.434435 loss_bbox_aux: 0.812352 loss_giou_aux: 3.513942 loss_class_dn: 0.358842 loss_bbox_dn: 0.118859 loss_giou_dn: 0.439698 loss_class_aux_dn: 1.952366 loss_bbox_aux_dn: 0.714289 loss_giou_aux_dn: 2.461581 loss: 16.548987 eta: 37 days, 2:02:19 batch_cost: 0.9077 data_cost: 0.0010 ips: 8.8135 images/s [07/22 01:47:33] ppdet.engine INFO: Epoch: [4] [ 1900/54024] learning_rate: 0.000100 loss_class: 0.730600 loss_bbox: 0.124081 loss_giou: 0.521479 loss_class_aux: 4.492514 loss_bbox_aux: 0.825816 loss_giou_aux: 3.280815 loss_class_dn: 0.375632 loss_bbox_dn: 0.124518 loss_giou_dn: 0.428511 loss_class_aux_dn: 2.030475 loss_bbox_aux_dn: 0.747594 loss_giou_aux_dn: 2.403867 loss: 16.815788 eta: 37 days, 1:59:54 batch_cost: 0.8638 data_cost: 0.0292 ips: 9.2612 images/s [07/22 01:49:43] ppdet.engine INFO: Epoch: [4] [ 2000/54024] learning_rate: 0.000100 loss_class: 0.666091 loss_bbox: 0.118927 loss_giou: 0.577224 loss_class_aux: 4.150223 loss_bbox_aux: 0.777723 loss_giou_aux: 3.583244 loss_class_dn: 0.360836 loss_bbox_dn: 0.121902 loss_giou_dn: 0.446752 loss_class_aux_dn: 1.927588 loss_bbox_aux_dn: 0.709532 loss_giou_aux_dn: 2.475267 loss: 16.044336 eta: 37 days, 2:39:34 batch_cost: 1.2490 data_cost: 0.2749 ips: 6.4051 images/s [07/22 01:51:15] ppdet.engine INFO: Epoch: [4] [ 2100/54024] learning_rate: 0.000100 loss_class: 0.696971 loss_bbox: 0.122870 loss_giou: 0.589766 loss_class_aux: 4.344195 loss_bbox_aux: 0.781303 loss_giou_aux: 3.595632 loss_class_dn: 0.367008 loss_bbox_dn: 0.122890 loss_giou_dn: 0.442883 loss_class_aux_dn: 1.929691 loss_bbox_aux_dn: 0.730702 loss_giou_aux_dn: 2.504607 loss: 16.473052 eta: 37 days, 2:38:02 batch_cost: 0.8726 data_cost: 0.0687 ips: 9.1676 images/s [07/22 01:52:41] ppdet.engine INFO: Epoch: [4] [ 2200/54024] learning_rate: 0.000100 loss_class: 0.698417 loss_bbox: 0.113129 loss_giou: 0.511229 loss_class_aux: 4.428111 loss_bbox_aux: 0.739680 loss_giou_aux: 3.220164 loss_class_dn: 0.363662 loss_bbox_dn: 0.113393 loss_giou_dn: 0.421587 loss_class_aux_dn: 1.958303 loss_bbox_aux_dn: 0.693777 loss_giou_aux_dn: 2.397246 loss: 16.015391 eta: 37 days, 2:30:30 batch_cost: 0.8174 data_cost: 0.0010 ips: 9.7877 images/s [07/22 01:54:22] ppdet.engine INFO: Epoch: [4] [ 2300/54024] learning_rate: 0.000100 loss_class: 0.757036 loss_bbox: 0.128198 loss_giou: 0.570300 loss_class_aux: 4.690433 loss_bbox_aux: 0.840245 loss_giou_aux: 3.636821 loss_class_dn: 0.380042 loss_bbox_dn: 0.134799 loss_giou_dn: 0.476421 loss_class_aux_dn: 2.012526 loss_bbox_aux_dn: 0.801421 loss_giou_aux_dn: 2.669423 loss: 17.238889 eta: 37 days, 2:39:02 batch_cost: 0.9652 data_cost: 0.1471 ips: 8.2884 images/s [07/22 01:56:11] ppdet.engine INFO: Epoch: [4] [ 2400/54024] learning_rate: 0.000100 loss_class: 0.675052 loss_bbox: 0.126092 loss_giou: 0.492103 loss_class_aux: 4.307645 loss_bbox_aux: 0.801088 loss_giou_aux: 3.029754 loss_class_dn: 0.357617 loss_bbox_dn: 0.115614 loss_giou_dn: 0.410362 loss_class_aux_dn: 1.911111 loss_bbox_aux_dn: 0.705904 loss_giou_aux_dn: 2.267183 loss: 15.587259 eta: 37 days, 2:55:17 batch_cost: 1.0365 data_cost: 0.0340 ips: 7.7180 images/s [07/22 01:57:38] ppdet.engine INFO: Epoch: [4] [ 2500/54024] learning_rate: 0.000100 loss_class: 0.705150 loss_bbox: 0.122468 loss_giou: 0.497030 loss_class_aux: 4.379338 loss_bbox_aux: 0.795776 loss_giou_aux: 3.173861 loss_class_dn: 0.363109 loss_bbox_dn: 0.119672 loss_giou_dn: 0.430005 loss_class_aux_dn: 1.944922 loss_bbox_aux_dn: 0.714824 loss_giou_aux_dn: 2.388194 loss: 16.095051 eta: 37 days, 2:48:56 batch_cost: 0.8284 data_cost: 0.0135 ips: 9.6567 images/s [07/22 01:59:05] ppdet.engine INFO: Epoch: [4] [ 2600/54024] learning_rate: 0.000100 loss_class: 0.729364 loss_bbox: 0.130087 loss_giou: 0.514615 loss_class_aux: 4.548886 loss_bbox_aux: 0.866174 loss_giou_aux: 3.241918 loss_class_dn: 0.376990 loss_bbox_dn: 0.121354 loss_giou_dn: 0.430771 loss_class_aux_dn: 2.000620 loss_bbox_aux_dn: 0.769985 loss_giou_aux_dn: 2.397835 loss: 16.686438 eta: 37 days, 2:42:03 batch_cost: 0.8234 data_cost: 0.0178 ips: 9.7164 images/s [07/22 02:01:06] ppdet.engine INFO: Epoch: [4] [ 2700/54024] learning_rate: 0.000100 loss_class: 0.709687 loss_bbox: 0.112171 loss_giou: 0.568398 loss_class_aux: 4.394843 loss_bbox_aux: 0.738145 loss_giou_aux: 3.544230 loss_class_dn: 0.361583 loss_bbox_dn: 0.118224 loss_giou_dn: 0.455486 loss_class_aux_dn: 1.933167 loss_bbox_aux_dn: 0.715395 loss_giou_aux_dn: 2.504059 loss: 16.070925 eta: 37 days, 3:11:50 batch_cost: 1.1631 data_cost: 0.0640 ips: 6.8782 images/s [07/22 02:02:42] ppdet.engine INFO: Epoch: [4] [ 2800/54024] learning_rate: 0.000100 loss_class: 0.722316 loss_bbox: 0.123899 loss_giou: 0.539909 loss_class_aux: 4.405937 loss_bbox_aux: 0.809893 loss_giou_aux: 3.385623 loss_class_dn: 0.363276 loss_bbox_dn: 0.114678 loss_giou_dn: 0.450626 loss_class_aux_dn: 1.942566 loss_bbox_aux_dn: 0.687138 loss_giou_aux_dn: 2.489149 loss: 16.182495 eta: 37 days, 3:14:59 batch_cost: 0.9167 data_cost: 0.0702 ips: 8.7269 images/s [07/22 02:04:24] ppdet.engine INFO: Epoch: [4] [ 2900/54024] learning_rate: 0.000100 loss_class: 0.713322 loss_bbox: 0.117733 loss_giou: 0.497184 loss_class_aux: 4.436680 loss_bbox_aux: 0.765966 loss_giou_aux: 3.102066 loss_class_dn: 0.344887 loss_bbox_dn: 0.122208 loss_giou_dn: 0.408791 loss_class_aux_dn: 1.886516 loss_bbox_aux_dn: 0.736488 loss_giou_aux_dn: 2.294027 loss: 15.559132 eta: 37 days, 3:23:32 batch_cost: 0.9673 data_cost: 0.0727 ips: 8.2705 images/s [07/22 02:05:48] ppdet.engine INFO: Epoch: [4] [ 3000/54024] learning_rate: 0.000100 loss_class: 0.726812 loss_bbox: 0.135355 loss_giou: 0.574645 loss_class_aux: 4.616140 loss_bbox_aux: 0.864601 loss_giou_aux: 3.620577 loss_class_dn: 0.387670 loss_bbox_dn: 0.134366 loss_giou_dn: 0.463453 loss_class_aux_dn: 2.119541 loss_bbox_aux_dn: 0.764879 loss_giou_aux_dn: 2.620476 loss: 17.029524 eta: 37 days, 3:13:41 batch_cost: 0.7959 data_cost: 0.0010 ips: 10.0516 images/s [07/22 02:07:20] ppdet.engine INFO: Epoch: [4] [ 3100/54024] learning_rate: 0.000100 loss_class: 0.748910 loss_bbox: 0.120593 loss_giou: 0.528785 loss_class_aux: 4.585809 loss_bbox_aux: 0.758024 loss_giou_aux: 3.336808 loss_class_dn: 0.372291 loss_bbox_dn: 0.118405 loss_giou_dn: 0.442604 loss_class_aux_dn: 1.974103 loss_bbox_aux_dn: 0.713737 loss_giou_aux_dn: 2.461644 loss: 16.279106 eta: 37 days, 3:12:58 batch_cost: 0.8809 data_cost: 0.0466 ips: 9.0812 images/s [07/22 02:08:44] ppdet.engine INFO: Epoch: [4] [ 3200/54024] learning_rate: 0.000100 loss_class: 0.721982 loss_bbox: 0.134600 loss_giou: 0.558483 loss_class_aux: 4.474727 loss_bbox_aux: 0.817694 loss_giou_aux: 3.437970 loss_class_dn: 0.375028 loss_bbox_dn: 0.123222 loss_giou_dn: 0.451618 loss_class_aux_dn: 1.984412 loss_bbox_aux_dn: 0.750715 loss_giou_aux_dn: 2.556410 loss: 17.059619 eta: 37 days, 3:03:01 batch_cost: 0.7947 data_cost: 0.0111 ips: 10.0663 images/s [07/22 02:10:16] ppdet.engine INFO: Epoch: [4] [ 3300/54024] learning_rate: 0.000100 loss_class: 0.677625 loss_bbox: 0.117948 loss_giou: 0.551386 loss_class_aux: 4.216214 loss_bbox_aux: 0.755513 loss_giou_aux: 3.469464 loss_class_dn: 0.351786 loss_bbox_dn: 0.119700 loss_giou_dn: 0.441667 loss_class_aux_dn: 1.879048 loss_bbox_aux_dn: 0.707003 loss_giou_aux_dn: 2.484243 loss: 15.932596 eta: 37 days, 3:01:34 batch_cost: 0.8739 data_cost: 0.0048 ips: 9.1542 images/s [07/22 02:12:02] ppdet.engine INFO: Epoch: [4] [ 3400/54024] learning_rate: 0.000100 loss_class: 0.681765 loss_bbox: 0.117746 loss_giou: 0.505009 loss_class_aux: 4.192139 loss_bbox_aux: 0.779298 loss_giou_aux: 3.172060 loss_class_dn: 0.337794 loss_bbox_dn: 0.126065 loss_giou_dn: 0.396682 loss_class_aux_dn: 1.814663 loss_bbox_aux_dn: 0.747699 loss_giou_aux_dn: 2.205233 loss: 14.891327 eta: 37 days, 3:14:17 batch_cost: 1.0071 data_cost: 0.0010 ips: 7.9438 images/s [07/22 02:13:41] ppdet.engine INFO: Epoch: [4] [ 3500/54024] learning_rate: 0.000100 loss_class: 0.671622 loss_bbox: 0.119853 loss_giou: 0.503569 loss_class_aux: 4.226370 loss_bbox_aux: 0.779107 loss_giou_aux: 3.137017 loss_class_dn: 0.350513 loss_bbox_dn: 0.109366 loss_giou_dn: 0.402521 loss_class_aux_dn: 1.881323 loss_bbox_aux_dn: 0.659670 loss_giou_aux_dn: 2.296539 loss: 15.519940 eta: 37 days, 3:21:04 batch_cost: 0.9517 data_cost: 0.0204 ips: 8.4057 images/s [07/22 02:15:11] ppdet.engine INFO: Epoch: [4] [ 3600/54024] learning_rate: 0.000100 loss_class: 0.724784 loss_bbox: 0.124485 loss_giou: 0.546515 loss_class_aux: 4.530517 loss_bbox_aux: 0.831419 loss_giou_aux: 3.388658 loss_class_dn: 0.382711 loss_bbox_dn: 0.122508 loss_giou_dn: 0.450969 loss_class_aux_dn: 2.060466 loss_bbox_aux_dn: 0.741224 loss_giou_aux_dn: 2.498692 loss: 16.922466 eta: 37 days, 3:16:47 batch_cost: 0.8477 data_cost: 0.0064 ips: 9.4372 images/s [07/22 02:16:42] ppdet.engine INFO: Epoch: [4] [ 3700/54024] learning_rate: 0.000100 loss_class: 0.716829 loss_bbox: 0.118666 loss_giou: 0.522263 loss_class_aux: 4.429252 loss_bbox_aux: 0.787089 loss_giou_aux: 3.247907 loss_class_dn: 0.354941 loss_bbox_dn: 0.110779 loss_giou_dn: 0.417296 loss_class_aux_dn: 1.934323 loss_bbox_aux_dn: 0.683985 loss_giou_aux_dn: 2.322021 loss: 15.866310 eta: 37 days, 3:14:14 batch_cost: 0.8640 data_cost: 0.0010 ips: 9.2596 images/s [07/22 02:18:06] ppdet.engine INFO: Epoch: [4] [ 3800/54024] learning_rate: 0.000100 loss_class: 0.678980 loss_bbox: 0.123000 loss_giou: 0.523162 loss_class_aux: 4.326789 loss_bbox_aux: 0.801486 loss_giou_aux: 3.206430 loss_class_dn: 0.339922 loss_bbox_dn: 0.115429 loss_giou_dn: 0.407635 loss_class_aux_dn: 1.870471 loss_bbox_aux_dn: 0.699478 loss_giou_aux_dn: 2.302969 loss: 15.334551 eta: 37 days, 3:03:52 batch_cost: 0.7900 data_cost: 0.0012 ips: 10.1272 images/s [07/22 02:19:30] ppdet.engine INFO: Epoch: [4] [ 3900/54024] learning_rate: 0.000100 loss_class: 0.743744 loss_bbox: 0.124522 loss_giou: 0.556253 loss_class_aux: 4.589535 loss_bbox_aux: 0.800971 loss_giou_aux: 3.489305 loss_class_dn: 0.376330 loss_bbox_dn: 0.122039 loss_giou_dn: 0.444162 loss_class_aux_dn: 2.028283 loss_bbox_aux_dn: 0.757102 loss_giou_aux_dn: 2.488284 loss: 16.793019 eta: 37 days, 2:53:59 batch_cost: 0.7943 data_cost: 0.0191 ips: 10.0715 images/s [07/22 02:21:02] ppdet.engine INFO: Epoch: [4] [ 4000/54024] learning_rate: 0.000100 loss_class: 0.711115 loss_bbox: 0.127842 loss_giou: 0.589466 loss_class_aux: 4.540763 loss_bbox_aux: 0.846509 loss_giou_aux: 3.673075 loss_class_dn: 0.370198 loss_bbox_dn: 0.129539 loss_giou_dn: 0.468408 loss_class_aux_dn: 1.998482 loss_bbox_aux_dn: 0.767418 loss_giou_aux_dn: 2.627283 loss: 16.808207 eta: 37 days, 2:53:13 batch_cost: 0.8805 data_cost: 0.0044 ips: 9.0858 images/s [07/22 02:22:27] ppdet.engine INFO: Epoch: [4] [ 4100/54024] learning_rate: 0.000100 loss_class: 0.672777 loss_bbox: 0.112792 loss_giou: 0.508390 loss_class_aux: 4.241830 loss_bbox_aux: 0.768833 loss_giou_aux: 3.145493 loss_class_dn: 0.333247 loss_bbox_dn: 0.123275 loss_giou_dn: 0.401473 loss_class_aux_dn: 1.782277 loss_bbox_aux_dn: 0.744441 loss_giou_aux_dn: 2.274932 loss: 15.174330 eta: 37 days, 2:43:31 batch_cost: 0.7956 data_cost: 0.0010 ips: 10.0554 images/s [07/22 02:23:55] ppdet.engine INFO: Epoch: [4] [ 4200/54024] learning_rate: 0.000100 loss_class: 0.685183 loss_bbox: 0.124140 loss_giou: 0.530789 loss_class_aux: 4.261428 loss_bbox_aux: 0.801464 loss_giou_aux: 3.300358 loss_class_dn: 0.358634 loss_bbox_dn: 0.124048 loss_giou_dn: 0.405845 loss_class_aux_dn: 1.950312 loss_bbox_aux_dn: 0.745759 loss_giou_aux_dn: 2.271656 loss: 15.916528 eta: 37 days, 2:38:07 batch_cost: 0.8363 data_cost: 0.0132 ips: 9.5662 images/s [07/22 02:25:29] ppdet.engine INFO: Epoch: [4] [ 4300/54024] learning_rate: 0.000100 loss_class: 0.689562 loss_bbox: 0.131386 loss_giou: 0.496381 loss_class_aux: 4.334725 loss_bbox_aux: 0.837162 loss_giou_aux: 3.086323 loss_class_dn: 0.350434 loss_bbox_dn: 0.127553 loss_giou_dn: 0.409872 loss_class_aux_dn: 1.897795 loss_bbox_aux_dn: 0.795286 loss_giou_aux_dn: 2.308807 loss: 15.903339 eta: 37 days, 2:38:49 batch_cost: 0.8943 data_cost: 0.0469 ips: 8.9451 images/s [07/22 02:26:59] ppdet.engine INFO: Epoch: [4] [ 4400/54024] learning_rate: 0.000100 loss_class: 0.666710 loss_bbox: 0.115737 loss_giou: 0.460591 loss_class_aux: 4.212281 loss_bbox_aux: 0.764747 loss_giou_aux: 2.850595 loss_class_dn: 0.334219 loss_bbox_dn: 0.124767 loss_giou_dn: 0.399663 loss_class_aux_dn: 1.800212 loss_bbox_aux_dn: 0.733526 loss_giou_aux_dn: 2.210374 loss: 14.980238 eta: 37 days, 2:35:01 batch_cost: 0.8514 data_cost: 0.0011 ips: 9.3961 images/s [07/22 02:28:40] ppdet.engine INFO: Epoch: [4] [ 4500/54024] learning_rate: 0.000100 loss_class: 0.710108 loss_bbox: 0.124983 loss_giou: 0.595988 loss_class_aux: 4.397255 loss_bbox_aux: 0.811226 loss_giou_aux: 3.740301 loss_class_dn: 0.376236 loss_bbox_dn: 0.117704 loss_giou_dn: 0.445046 loss_class_aux_dn: 2.009857 loss_bbox_aux_dn: 0.682705 loss_giou_aux_dn: 2.551952 loss: 16.292187 eta: 37 days, 2:43:21 batch_cost: 0.9675 data_cost: 0.0983 ips: 8.2684 images/s [07/22 02:30:12] ppdet.engine INFO: Epoch: [4] [ 4600/54024] learning_rate: 0.000100 loss_class: 0.723298 loss_bbox: 0.123273 loss_giou: 0.514614 loss_class_aux: 4.441310 loss_bbox_aux: 0.808194 loss_giou_aux: 3.191180 loss_class_dn: 0.365493 loss_bbox_dn: 0.114769 loss_giou_dn: 0.423805 loss_class_aux_dn: 1.962219 loss_bbox_aux_dn: 0.705658 loss_giou_aux_dn: 2.412651 loss: 16.372276 eta: 37 days, 2:41:28 batch_cost: 0.8699 data_cost: 0.0187 ips: 9.1964 images/s [07/22 02:31:42] ppdet.engine INFO: Epoch: [4] [ 4700/54024] learning_rate: 0.000100 loss_class: 0.703725 loss_bbox: 0.120479 loss_giou: 0.499304 loss_class_aux: 4.443515 loss_bbox_aux: 0.781459 loss_giou_aux: 3.103817 loss_class_dn: 0.345822 loss_bbox_dn: 0.120565 loss_giou_dn: 0.417752 loss_class_aux_dn: 1.858075 loss_bbox_aux_dn: 0.714428 loss_giou_aux_dn: 2.348025 loss: 15.611904 eta: 37 days, 2:37:39 batch_cost: 0.8511 data_cost: 0.0010 ips: 9.3992 images/s [07/22 02:33:16] ppdet.engine INFO: Epoch: [4] [ 4800/54024] learning_rate: 0.000100 loss_class: 0.741469 loss_bbox: 0.124455 loss_giou: 0.530057 loss_class_aux: 4.548613 loss_bbox_aux: 0.833948 loss_giou_aux: 3.335698 loss_class_dn: 0.382915 loss_bbox_dn: 0.121220 loss_giou_dn: 0.432815 loss_class_aux_dn: 2.067590 loss_bbox_aux_dn: 0.772661 loss_giou_aux_dn: 2.448507 loss: 16.812911 eta: 37 days, 2:39:19 batch_cost: 0.9039 data_cost: 0.0010 ips: 8.8502 images/s [07/22 02:34:44] ppdet.engine INFO: Epoch: [4] [ 4900/54024] learning_rate: 0.000100 loss_class: 0.758415 loss_bbox: 0.126404 loss_giou: 0.535887 loss_class_aux: 4.752881 loss_bbox_aux: 0.832727 loss_giou_aux: 3.419216 loss_class_dn: 0.384651 loss_bbox_dn: 0.132262 loss_giou_dn: 0.450888 loss_class_aux_dn: 2.031598 loss_bbox_aux_dn: 0.792433 loss_giou_aux_dn: 2.537035 loss: 17.202221 eta: 37 days, 2:33:30 batch_cost: 0.8321 data_cost: 0.0440 ips: 9.6147 images/s [07/22 02:36:20] ppdet.engine INFO: Epoch: [4] [ 5000/54024] learning_rate: 0.000100 loss_class: 0.721085 loss_bbox: 0.125071 loss_giou: 0.513128 loss_class_aux: 4.440710 loss_bbox_aux: 0.833066 loss_giou_aux: 3.214257 loss_class_dn: 0.350659 loss_bbox_dn: 0.124844 loss_giou_dn: 0.419101 loss_class_aux_dn: 1.876093 loss_bbox_aux_dn: 0.734287 loss_giou_aux_dn: 2.367600 loss: 15.774555 eta: 37 days, 2:36:06 batch_cost: 0.9130 data_cost: 0.0073 ips: 8.7627 images/s [07/22 02:37:48] ppdet.engine INFO: Epoch: [4] [ 5100/54024] learning_rate: 0.000100 loss_class: 0.733671 loss_bbox: 0.126967 loss_giou: 0.564608 loss_class_aux: 4.578404 loss_bbox_aux: 0.827529 loss_giou_aux: 3.519652 loss_class_dn: 0.368711 loss_bbox_dn: 0.121525 loss_giou_dn: 0.446162 loss_class_aux_dn: 1.978512 loss_bbox_aux_dn: 0.752385 loss_giou_aux_dn: 2.500269 loss: 16.809237 eta: 37 days, 2:31:11 batch_cost: 0.8405 data_cost: 0.0100 ips: 9.5184 images/s [07/22 02:39:13] ppdet.engine INFO: Epoch: [4] [ 5200/54024] learning_rate: 0.000100 loss_class: 0.708722 loss_bbox: 0.123249 loss_giou: 0.522607 loss_class_aux: 4.397280 loss_bbox_aux: 0.783177 loss_giou_aux: 3.301671 loss_class_dn: 0.363789 loss_bbox_dn: 0.120951 loss_giou_dn: 0.431714 loss_class_aux_dn: 1.945110 loss_bbox_aux_dn: 0.721482 loss_giou_aux_dn: 2.389346 loss: 16.145763 eta: 37 days, 2:22:06 batch_cost: 0.8001 data_cost: 0.0011 ips: 9.9992 images/s [07/22 02:40:42] ppdet.engine INFO: Epoch: [4] [ 5300/54024] learning_rate: 0.000100 loss_class: 0.709891 loss_bbox: 0.127439 loss_giou: 0.481540 loss_class_aux: 4.422597 loss_bbox_aux: 0.813106 loss_giou_aux: 3.097988 loss_class_dn: 0.349288 loss_bbox_dn: 0.132532 loss_giou_dn: 0.394421 loss_class_aux_dn: 1.902031 loss_bbox_aux_dn: 0.789736 loss_giou_aux_dn: 2.215490 loss: 15.239873 eta: 37 days, 2:17:51 batch_cost: 0.8466 data_cost: 0.0012 ips: 9.4496 images/s [07/22 02:42:20] ppdet.engine INFO: Epoch: [4] [ 5400/54024] learning_rate: 0.000100 loss_class: 0.652370 loss_bbox: 0.112527 loss_giou: 0.504155 loss_class_aux: 4.085734 loss_bbox_aux: 0.734969 loss_giou_aux: 3.188744 loss_class_dn: 0.333663 loss_bbox_dn: 0.116276 loss_giou_dn: 0.416284 loss_class_aux_dn: 1.801501 loss_bbox_aux_dn: 0.704050 loss_giou_aux_dn: 2.288332 loss: 15.666891 eta: 37 days, 2:22:42 batch_cost: 0.9351 data_cost: 0.0496 ips: 8.5556 images/s [07/22 02:43:48] ppdet.engine INFO: Epoch: [4] [ 5500/54024] learning_rate: 0.000100 loss_class: 0.692556 loss_bbox: 0.108911 loss_giou: 0.519548 loss_class_aux: 4.366786 loss_bbox_aux: 0.726958 loss_giou_aux: 3.246049 loss_class_dn: 0.352725 loss_bbox_dn: 0.108836 loss_giou_dn: 0.416558 loss_class_aux_dn: 1.879695 loss_bbox_aux_dn: 0.660943 loss_giou_aux_dn: 2.313094 loss: 15.541781 eta: 37 days, 2:16:11 batch_cost: 0.8244 data_cost: 0.0010 ips: 9.7036 images/s [07/22 02:45:24] ppdet.engine INFO: Epoch: [4] [ 5600/54024] learning_rate: 0.000100 loss_class: 0.705371 loss_bbox: 0.125774 loss_giou: 0.508687 loss_class_aux: 4.396287 loss_bbox_aux: 0.800134 loss_giou_aux: 3.156584 loss_class_dn: 0.368664 loss_bbox_dn: 0.113351 loss_giou_dn: 0.423684 loss_class_aux_dn: 1.961997 loss_bbox_aux_dn: 0.687217 loss_giou_aux_dn: 2.374931 loss: 16.132380 eta: 37 days, 2:19:46 batch_cost: 0.9229 data_cost: 0.0010 ips: 8.6680 images/s [07/22 02:46:59] ppdet.engine INFO: Epoch: [4] [ 5700/54024] learning_rate: 0.000100 loss_class: 0.744527 loss_bbox: 0.125940 loss_giou: 0.594344 loss_class_aux: 4.637149 loss_bbox_aux: 0.850276 loss_giou_aux: 3.725857 loss_class_dn: 0.393364 loss_bbox_dn: 0.117486 loss_giou_dn: 0.484875 loss_class_aux_dn: 2.118806 loss_bbox_aux_dn: 0.721937 loss_giou_aux_dn: 2.698701 loss: 17.407682 eta: 37 days, 2:21:02 batch_cost: 0.9004 data_cost: 0.1140 ips: 8.8846 images/s [07/22 02:48:41] ppdet.engine INFO: Epoch: [4] [ 5800/54024] learning_rate: 0.000100 loss_class: 0.712836 loss_bbox: 0.119391 loss_giou: 0.522460 loss_class_aux: 4.436936 loss_bbox_aux: 0.780527 loss_giou_aux: 3.307827 loss_class_dn: 0.362940 loss_bbox_dn: 0.123217 loss_giou_dn: 0.436219 loss_class_aux_dn: 1.964372 loss_bbox_aux_dn: 0.727364 loss_giou_aux_dn: 2.422932 loss: 16.045607 eta: 37 days, 2:29:57 batch_cost: 0.9754 data_cost: 0.0372 ips: 8.2019 images/s [07/22 02:50:23] ppdet.engine INFO: Epoch: [4] [ 5900/54024] learning_rate: 0.000100 loss_class: 0.747036 loss_bbox: 0.121499 loss_giou: 0.498042 loss_class_aux: 4.710671 loss_bbox_aux: 0.794136 loss_giou_aux: 3.131312 loss_class_dn: 0.377223 loss_bbox_dn: 0.133150 loss_giou_dn: 0.419880 loss_class_aux_dn: 2.014785 loss_bbox_aux_dn: 0.769449 loss_giou_aux_dn: 2.373891 loss: 16.792019 eta: 37 days, 2:38:41 batch_cost: 0.9739 data_cost: 0.0010 ips: 8.2140 images/s [07/22 02:51:46] ppdet.engine INFO: Epoch: [4] [ 6000/54024] learning_rate: 0.000100 loss_class: 0.704944 loss_bbox: 0.114006 loss_giou: 0.519578 loss_class_aux: 4.374760 loss_bbox_aux: 0.764156 loss_giou_aux: 3.241851 loss_class_dn: 0.354791 loss_bbox_dn: 0.119224 loss_giou_dn: 0.426377 loss_class_aux_dn: 1.920555 loss_bbox_aux_dn: 0.731693 loss_giou_aux_dn: 2.401320 loss: 15.971193 eta: 37 days, 2:27:45 batch_cost: 0.7811 data_cost: 0.0010 ips: 10.2415 images/s [07/22 02:53:17] ppdet.engine INFO: Epoch: [4] [ 6100/54024] learning_rate: 0.000100 loss_class: 0.736332 loss_bbox: 0.125064 loss_giou: 0.562456 loss_class_aux: 4.561339 loss_bbox_aux: 0.810149 loss_giou_aux: 3.521284 loss_class_dn: 0.376488 loss_bbox_dn: 0.127042 loss_giou_dn: 0.452441 loss_class_aux_dn: 2.009490 loss_bbox_aux_dn: 0.754557 loss_giou_aux_dn: 2.542350 loss: 16.361424 eta: 37 days, 2:25:21 batch_cost: 0.8647 data_cost: 0.0012 ips: 9.2521 images/s [07/22 02:54:45] ppdet.engine INFO: Epoch: [4] [ 6200/54024] learning_rate: 0.000100 loss_class: 0.671407 loss_bbox: 0.115782 loss_giou: 0.518537 loss_class_aux: 4.175738 loss_bbox_aux: 0.731711 loss_giou_aux: 3.239911 loss_class_dn: 0.338365 loss_bbox_dn: 0.119092 loss_giou_dn: 0.413597 loss_class_aux_dn: 1.811540 loss_bbox_aux_dn: 0.710912 loss_giou_aux_dn: 2.331942 loss: 15.032595 eta: 37 days, 2:19:29 batch_cost: 0.8306 data_cost: 0.0011 ips: 9.6315 images/s [07/22 02:56:24] ppdet.engine INFO: Epoch: [4] [ 6300/54024] learning_rate: 0.000100 loss_class: 0.712069 loss_bbox: 0.124853 loss_giou: 0.522646 loss_class_aux: 4.455419 loss_bbox_aux: 0.826439 loss_giou_aux: 3.250758 loss_class_dn: 0.360443 loss_bbox_dn: 0.121291 loss_giou_dn: 0.424993 loss_class_aux_dn: 1.928233 loss_bbox_aux_dn: 0.721903 loss_giou_aux_dn: 2.398109 loss: 16.374254 eta: 37 days, 2:24:29 batch_cost: 0.9377 data_cost: 0.0849 ips: 8.5316 images/s [07/22 02:57:46] ppdet.engine INFO: Epoch: [4] [ 6400/54024] learning_rate: 0.000100 loss_class: 0.718111 loss_bbox: 0.124102 loss_giou: 0.564351 loss_class_aux: 4.510064 loss_bbox_aux: 0.810245 loss_giou_aux: 3.485939 loss_class_dn: 0.378758 loss_bbox_dn: 0.120901 loss_giou_dn: 0.445145 loss_class_aux_dn: 2.032928 loss_bbox_aux_dn: 0.733718 loss_giou_aux_dn: 2.510485 loss: 16.581746 eta: 37 days, 2:13:30 batch_cost: 0.7799 data_cost: 0.0039 ips: 10.2573 images/s [07/22 02:59:16] ppdet.engine INFO: Epoch: [4] [ 6500/54024] learning_rate: 0.000100 loss_class: 0.725803 loss_bbox: 0.122352 loss_giou: 0.520854 loss_class_aux: 4.558783 loss_bbox_aux: 0.792696 loss_giou_aux: 3.257257 loss_class_dn: 0.369081 loss_bbox_dn: 0.120392 loss_giou_dn: 0.429637 loss_class_aux_dn: 1.978121 loss_bbox_aux_dn: 0.731651 loss_giou_aux_dn: 2.439828 loss: 16.575685 eta: 37 days, 2:10:00 batch_cost: 0.8536 data_cost: 0.0035 ips: 9.3719 images/s [07/22 03:00:45] ppdet.engine INFO: Epoch: [4] [ 6600/54024] learning_rate: 0.000100 loss_class: 0.695669 loss_bbox: 0.120127 loss_giou: 0.528190 loss_class_aux: 4.340310 loss_bbox_aux: 0.761410 loss_giou_aux: 3.330163 loss_class_dn: 0.369041 loss_bbox_dn: 0.117772 loss_giou_dn: 0.418988 loss_class_aux_dn: 1.999755 loss_bbox_aux_dn: 0.693118 loss_giou_aux_dn: 2.351730 loss: 16.341086 eta: 37 days, 2:05:57 batch_cost: 0.8483 data_cost: 0.0437 ips: 9.4312 images/s [07/22 03:02:17] ppdet.engine INFO: Epoch: [4] [ 6700/54024] learning_rate: 0.000100 loss_class: 0.739331 loss_bbox: 0.128138 loss_giou: 0.570721 loss_class_aux: 4.647800 loss_bbox_aux: 0.828596 loss_giou_aux: 3.609188 loss_class_dn: 0.382281 loss_bbox_dn: 0.120236 loss_giou_dn: 0.462519 loss_class_aux_dn: 2.023604 loss_bbox_aux_dn: 0.718974 loss_giou_aux_dn: 2.571065 loss: 16.935443 eta: 37 days, 2:04:48 batch_cost: 0.8767 data_cost: 0.0802 ips: 9.1247 images/s [07/22 03:03:48] ppdet.engine INFO: Epoch: [4] [ 6800/54024] learning_rate: 0.000100 loss_class: 0.749073 loss_bbox: 0.128347 loss_giou: 0.545479 loss_class_aux: 4.699362 loss_bbox_aux: 0.847778 loss_giou_aux: 3.362624 loss_class_dn: 0.379099 loss_bbox_dn: 0.129622 loss_giou_dn: 0.446336 loss_class_aux_dn: 2.041557 loss_bbox_aux_dn: 0.813648 loss_giou_aux_dn: 2.517762 loss: 17.016221 eta: 37 days, 2:02:24 batch_cost: 0.8645 data_cost: 0.0870 ips: 9.2543 images/s [07/22 03:05:19] ppdet.engine INFO: Epoch: [4] [ 6900/54024] learning_rate: 0.000100 loss_class: 0.715713 loss_bbox: 0.116087 loss_giou: 0.510300 loss_class_aux: 4.499920 loss_bbox_aux: 0.766101 loss_giou_aux: 3.169448 loss_class_dn: 0.356081 loss_bbox_dn: 0.122150 loss_giou_dn: 0.411405 loss_class_aux_dn: 1.915660 loss_bbox_aux_dn: 0.762601 loss_giou_aux_dn: 2.304665 loss: 15.669008 eta: 37 days, 1:59:24 batch_cost: 0.8584 data_cost: 0.0010 ips: 9.3196 images/s [07/22 03:06:54] ppdet.engine INFO: Epoch: [4] [ 7000/54024] learning_rate: 0.000100 loss_class: 0.700642 loss_bbox: 0.118986 loss_giou: 0.500006 loss_class_aux: 4.428260 loss_bbox_aux: 0.778018 loss_giou_aux: 3.158659 loss_class_dn: 0.337542 loss_bbox_dn: 0.122750 loss_giou_dn: 0.398777 loss_class_aux_dn: 1.812695 loss_bbox_aux_dn: 0.742535 loss_giou_aux_dn: 2.211230 loss: 15.253200 eta: 37 days, 2:01:18 batch_cost: 0.9073 data_cost: 0.0676 ips: 8.8172 images/s [07/22 03:08:28] ppdet.engine INFO: Epoch: [4] [ 7100/54024] learning_rate: 0.000100 loss_class: 0.741281 loss_bbox: 0.126328 loss_giou: 0.558927 loss_class_aux: 4.634526 loss_bbox_aux: 0.823554 loss_giou_aux: 3.544401 loss_class_dn: 0.389852 loss_bbox_dn: 0.122087 loss_giou_dn: 0.455318 loss_class_aux_dn: 2.116829 loss_bbox_aux_dn: 0.750593 loss_giou_aux_dn: 2.530193 loss: 17.507124 eta: 37 days, 2:01:47 batch_cost: 0.8932 data_cost: 0.0508 ips: 8.9563 images/s [07/22 03:10:06] ppdet.engine INFO: Epoch: [4] [ 7200/54024] learning_rate: 0.000100 loss_class: 0.682514 loss_bbox: 0.122066 loss_giou: 0.502687 loss_class_aux: 4.304787 loss_bbox_aux: 0.804864 loss_giou_aux: 3.095914 loss_class_dn: 0.354748 loss_bbox_dn: 0.119101 loss_giou_dn: 0.429288 loss_class_aux_dn: 1.925757 loss_bbox_aux_dn: 0.710836 loss_giou_aux_dn: 2.387244 loss: 16.181316 eta: 37 days, 2:06:25 batch_cost: 0.9350 data_cost: 0.0010 ips: 8.5561 images/s [07/22 03:11:38] ppdet.engine INFO: Epoch: [4] [ 7300/54024] learning_rate: 0.000100 loss_class: 0.754129 loss_bbox: 0.127353 loss_giou: 0.559250 loss_class_aux: 4.692674 loss_bbox_aux: 0.820287 loss_giou_aux: 3.511589 loss_class_dn: 0.373584 loss_bbox_dn: 0.123082 loss_giou_dn: 0.444362 loss_class_aux_dn: 1.997028 loss_bbox_aux_dn: 0.748610 loss_giou_aux_dn: 2.511423 loss: 16.579561 eta: 37 days, 2:05:20 batch_cost: 0.8778 data_cost: 0.0011 ips: 9.1142 images/s [07/22 03:13:31] ppdet.engine INFO: Epoch: [4] [ 7400/54024] learning_rate: 0.000100 loss_class: 0.660775 loss_bbox: 0.112326 loss_giou: 0.456958 loss_class_aux: 4.125775 loss_bbox_aux: 0.739721 loss_giou_aux: 2.913023 loss_class_dn: 0.349227 loss_bbox_dn: 0.113417 loss_giou_dn: 0.383156 loss_class_aux_dn: 1.877495 loss_bbox_aux_dn: 0.695937 loss_giou_aux_dn: 2.191360 loss: 14.919775 eta: 37 days, 2:25:01 batch_cost: 1.0865 data_cost: 0.0201 ips: 7.3630 images/s [07/22 03:15:08] ppdet.engine INFO: Epoch: [4] [ 7500/54024] learning_rate: 0.000100 loss_class: 0.712609 loss_bbox: 0.113926 loss_giou: 0.538829 loss_class_aux: 4.394937 loss_bbox_aux: 0.745873 loss_giou_aux: 3.409010 loss_class_dn: 0.361390 loss_bbox_dn: 0.122931 loss_giou_dn: 0.433223 loss_class_aux_dn: 1.958669 loss_bbox_aux_dn: 0.722074 loss_giou_aux_dn: 2.408072 loss: 16.488357 eta: 37 days, 2:27:59 batch_cost: 0.9188 data_cost: 0.0661 ips: 8.7068 images/s [07/22 03:16:47] ppdet.engine INFO: Epoch: [4] [ 7600/54024] learning_rate: 0.000100 loss_class: 0.716494 loss_bbox: 0.121918 loss_giou: 0.543484 loss_class_aux: 4.493116 loss_bbox_aux: 0.779228 loss_giou_aux: 3.423934 loss_class_dn: 0.380175 loss_bbox_dn: 0.126527 loss_giou_dn: 0.442810 loss_class_aux_dn: 2.062047 loss_bbox_aux_dn: 0.749315 loss_giou_aux_dn: 2.487185 loss: 16.366711 eta: 37 days, 2:33:09 batch_cost: 0.9411 data_cost: 0.1049 ips: 8.5003 images/s [07/22 03:18:23] ppdet.engine INFO: Epoch: [4] [ 7700/54024] learning_rate: 0.000100 loss_class: 0.725522 loss_bbox: 0.123668 loss_giou: 0.512980 loss_class_aux: 4.554877 loss_bbox_aux: 0.806444 loss_giou_aux: 3.337621 loss_class_dn: 0.375463 loss_bbox_dn: 0.122648 loss_giou_dn: 0.432006 loss_class_aux_dn: 1.998997 loss_bbox_aux_dn: 0.736861 loss_giou_aux_dn: 2.444400 loss: 16.634572 eta: 37 days, 2:36:27 batch_cost: 0.9226 data_cost: 0.0735 ips: 8.6711 images/s [07/22 03:19:57] ppdet.engine INFO: Epoch: [4] [ 7800/54024] learning_rate: 0.000100 loss_class: 0.674209 loss_bbox: 0.124426 loss_giou: 0.506941 loss_class_aux: 4.225272 loss_bbox_aux: 0.798366 loss_giou_aux: 3.128144 loss_class_dn: 0.338592 loss_bbox_dn: 0.125304 loss_giou_dn: 0.391778 loss_class_aux_dn: 1.873337 loss_bbox_aux_dn: 0.749069 loss_giou_aux_dn: 2.200622 loss: 15.342196 eta: 37 days, 2:36:42 batch_cost: 0.8919 data_cost: 0.0426 ips: 8.9694 images/s [07/22 03:21:25] ppdet.engine INFO: Epoch: [4] [ 7900/54024] learning_rate: 0.000100 loss_class: 0.713674 loss_bbox: 0.126482 loss_giou: 0.566348 loss_class_aux: 4.408292 loss_bbox_aux: 0.811836 loss_giou_aux: 3.559792 loss_class_dn: 0.379911 loss_bbox_dn: 0.125428 loss_giou_dn: 0.460012 loss_class_aux_dn: 2.022875 loss_bbox_aux_dn: 0.739376 loss_giou_aux_dn: 2.567245 loss: 17.126749 eta: 37 days, 2:31:32 batch_cost: 0.8369 data_cost: 0.0011 ips: 9.5587 images/s [07/22 03:22:56] ppdet.engine INFO: Epoch: [4] [ 8000/54024] learning_rate: 0.000100 loss_class: 0.684122 loss_bbox: 0.116673 loss_giou: 0.506577 loss_class_aux: 4.277128 loss_bbox_aux: 0.760522 loss_giou_aux: 3.181170 loss_class_dn: 0.349722 loss_bbox_dn: 0.122058 loss_giou_dn: 0.413195 loss_class_aux_dn: 1.887794 loss_bbox_aux_dn: 0.731787 loss_giou_aux_dn: 2.336120 loss: 15.698337 eta: 37 days, 2:29:16 batch_cost: 0.8665 data_cost: 0.0011 ips: 9.2329 images/s [07/22 03:24:35] ppdet.engine INFO: Epoch: [4] [ 8100/54024] learning_rate: 0.000100 loss_class: 0.709522 loss_bbox: 0.126157 loss_giou: 0.500118 loss_class_aux: 4.393049 loss_bbox_aux: 0.823405 loss_giou_aux: 3.125934 loss_class_dn: 0.355883 loss_bbox_dn: 0.127422 loss_giou_dn: 0.409740 loss_class_aux_dn: 1.926204 loss_bbox_aux_dn: 0.772277 loss_giou_aux_dn: 2.313146 loss: 16.115516 eta: 37 days, 2:34:32 batch_cost: 0.9428 data_cost: 0.0250 ips: 8.4856 images/s [07/22 03:26:17] ppdet.engine INFO: Epoch: [4] [ 8200/54024] learning_rate: 0.000100 loss_class: 0.700435 loss_bbox: 0.130853 loss_giou: 0.545100 loss_class_aux: 4.364479 loss_bbox_aux: 0.839296 loss_giou_aux: 3.447020 loss_class_dn: 0.362703 loss_bbox_dn: 0.126251 loss_giou_dn: 0.432588 loss_class_aux_dn: 1.932214 loss_bbox_aux_dn: 0.777142 loss_giou_aux_dn: 2.447519 loss: 16.308456 eta: 37 days, 2:42:14 batch_cost: 0.9680 data_cost: 0.1677 ips: 8.2641 images/s [07/22 03:27:58] ppdet.engine INFO: Epoch: [4] [ 8300/54024] learning_rate: 0.000100 loss_class: 0.692809 loss_bbox: 0.119466 loss_giou: 0.485622 loss_class_aux: 4.418884 loss_bbox_aux: 0.775561 loss_giou_aux: 3.051754 loss_class_dn: 0.353298 loss_bbox_dn: 0.122017 loss_giou_dn: 0.408559 loss_class_aux_dn: 1.894444 loss_bbox_aux_dn: 0.738421 loss_giou_aux_dn: 2.311067 loss: 15.407109 eta: 37 days, 2:50:17 batch_cost: 0.9717 data_cost: 0.0987 ips: 8.2328 images/s [07/22 03:29:34] ppdet.engine INFO: Epoch: [4] [ 8400/54024] learning_rate: 0.000100 loss_class: 0.711970 loss_bbox: 0.128339 loss_giou: 0.535686 loss_class_aux: 4.439319 loss_bbox_aux: 0.826358 loss_giou_aux: 3.377083 loss_class_dn: 0.367352 loss_bbox_dn: 0.114534 loss_giou_dn: 0.411290 loss_class_aux_dn: 1.988338 loss_bbox_aux_dn: 0.707740 loss_giou_aux_dn: 2.328302 loss: 16.522457 eta: 37 days, 2:52:19 batch_cost: 0.9108 data_cost: 0.0442 ips: 8.7839 images/s [07/22 03:30:57] ppdet.engine INFO: Epoch: [4] [ 8500/54024] learning_rate: 0.000100 loss_class: 0.711049 loss_bbox: 0.119379 loss_giou: 0.541534 loss_class_aux: 4.387687 loss_bbox_aux: 0.776239 loss_giou_aux: 3.403391 loss_class_dn: 0.368516 loss_bbox_dn: 0.111428 loss_giou_dn: 0.446429 loss_class_aux_dn: 1.976252 loss_bbox_aux_dn: 0.684968 loss_giou_aux_dn: 2.466838 loss: 16.125764 eta: 37 days, 2:42:17 batch_cost: 0.7872 data_cost: 0.0023 ips: 10.1620 images/s [07/22 03:32:33] ppdet.engine INFO: Epoch: [4] [ 8600/54024] learning_rate: 0.000100 loss_class: 0.704259 loss_bbox: 0.123658 loss_giou: 0.525211 loss_class_aux: 4.387678 loss_bbox_aux: 0.796529 loss_giou_aux: 3.306857 loss_class_dn: 0.363453 loss_bbox_dn: 0.109811 loss_giou_dn: 0.430098 loss_class_aux_dn: 1.930248 loss_bbox_aux_dn: 0.658937 loss_giou_aux_dn: 2.427174 loss: 16.335115 eta: 37 days, 2:44:06 batch_cost: 0.9083 data_cost: 0.0010 ips: 8.8073 images/s [07/22 03:34:13] ppdet.engine INFO: Epoch: [4] [ 8700/54024] learning_rate: 0.000100 loss_class: 0.754605 loss_bbox: 0.130470 loss_giou: 0.553081 loss_class_aux: 4.667078 loss_bbox_aux: 0.828383 loss_giou_aux: 3.448705 loss_class_dn: 0.366634 loss_bbox_dn: 0.129318 loss_giou_dn: 0.440634 loss_class_aux_dn: 2.027243 loss_bbox_aux_dn: 0.810615 loss_giou_aux_dn: 2.478944 loss: 16.839734 eta: 37 days, 2:50:53 batch_cost: 0.9596 data_cost: 0.0026 ips: 8.3369 images/s [07/22 03:35:45] ppdet.engine INFO: Epoch: [4] [ 8800/54024] learning_rate: 0.000100 loss_class: 0.726944 loss_bbox: 0.122768 loss_giou: 0.509459 loss_class_aux: 4.629844 loss_bbox_aux: 0.844359 loss_giou_aux: 3.228175 loss_class_dn: 0.375902 loss_bbox_dn: 0.129173 loss_giou_dn: 0.407241 loss_class_aux_dn: 2.026392 loss_bbox_aux_dn: 0.779323 loss_giou_aux_dn: 2.303312 loss: 16.505951 eta: 37 days, 2:49:23 batch_cost: 0.8747 data_cost: 0.0626 ips: 9.1456 images/s [07/22 03:37:15] ppdet.engine INFO: Epoch: [4] [ 8900/54024] learning_rate: 0.000100 loss_class: 0.686224 loss_bbox: 0.120571 loss_giou: 0.505765 loss_class_aux: 4.334543 loss_bbox_aux: 0.767268 loss_giou_aux: 3.178846 loss_class_dn: 0.333639 loss_bbox_dn: 0.130948 loss_giou_dn: 0.407778 loss_class_aux_dn: 1.801026 loss_bbox_aux_dn: 0.793317 loss_giou_aux_dn: 2.298790 loss: 15.244625 eta: 37 days, 2:45:00 batch_cost: 0.8449 data_cost: 0.0240 ips: 9.4688 images/s [07/22 03:38:57] ppdet.engine INFO: Epoch: [4] [ 9000/54024] learning_rate: 0.000100 loss_class: 0.746840 loss_bbox: 0.124127 loss_giou: 0.513699 loss_class_aux: 4.579579 loss_bbox_aux: 0.811418 loss_giou_aux: 3.238294 loss_class_dn: 0.357167 loss_bbox_dn: 0.126418 loss_giou_dn: 0.407903 loss_class_aux_dn: 1.941663 loss_bbox_aux_dn: 0.773961 loss_giou_aux_dn: 2.281765 loss: 15.829410 eta: 37 days, 2:53:13 batch_cost: 0.9748 data_cost: 0.0312 ips: 8.2071 images/s [07/22 03:40:22] ppdet.engine INFO: Epoch: [4] [ 9100/54024] learning_rate: 0.000100 loss_class: 0.706410 loss_bbox: 0.115230 loss_giou: 0.462454 loss_class_aux: 4.351873 loss_bbox_aux: 0.750390 loss_giou_aux: 2.922873 loss_class_dn: 0.342309 loss_bbox_dn: 0.115870 loss_giou_dn: 0.385594 loss_class_aux_dn: 1.883257 loss_bbox_aux_dn: 0.709911 loss_giou_aux_dn: 2.158304 loss: 15.564908 eta: 37 days, 2:45:41 batch_cost: 0.8124 data_cost: 0.0019 ips: 9.8472 images/s [07/22 03:41:54] ppdet.engine INFO: Epoch: [4] [ 9200/54024] learning_rate: 0.000100 loss_class: 0.679121 loss_bbox: 0.116099 loss_giou: 0.537871 loss_class_aux: 4.231243 loss_bbox_aux: 0.752734 loss_giou_aux: 3.365490 loss_class_dn: 0.349323 loss_bbox_dn: 0.118419 loss_giou_dn: 0.447970 loss_class_aux_dn: 1.854969 loss_bbox_aux_dn: 0.733498 loss_giou_aux_dn: 2.485220 loss: 16.322424 eta: 37 days, 2:44:15 batch_cost: 0.8753 data_cost: 0.0327 ips: 9.1395 images/s [07/22 03:43:35] ppdet.engine INFO: Epoch: [4] [ 9300/54024] learning_rate: 0.000100 loss_class: 0.683770 loss_bbox: 0.117672 loss_giou: 0.488489 loss_class_aux: 4.289051 loss_bbox_aux: 0.762100 loss_giou_aux: 3.090967 loss_class_dn: 0.343964 loss_bbox_dn: 0.116639 loss_giou_dn: 0.384353 loss_class_aux_dn: 1.871479 loss_bbox_aux_dn: 0.703302 loss_giou_aux_dn: 2.218867 loss: 15.456473 eta: 37 days, 2:50:25 batch_cost: 0.9542 data_cost: 0.0473 ips: 8.3843 images/s [07/22 03:45:04] ppdet.engine INFO: Epoch: [4] [ 9400/54024] learning_rate: 0.000100 loss_class: 0.684065 loss_bbox: 0.117528 loss_giou: 0.499104 loss_class_aux: 4.275297 loss_bbox_aux: 0.783965 loss_giou_aux: 3.130023 loss_class_dn: 0.361214 loss_bbox_dn: 0.115528 loss_giou_dn: 0.439377 loss_class_aux_dn: 1.968825 loss_bbox_aux_dn: 0.718980 loss_giou_aux_dn: 2.473375 loss: 16.599270 eta: 37 days, 2:46:13 batch_cost: 0.8468 data_cost: 0.0221 ips: 9.4473 images/s [07/22 03:46:42] ppdet.engine INFO: Epoch: [4] [ 9500/54024] learning_rate: 0.000100 loss_class: 0.681967 loss_bbox: 0.108512 loss_giou: 0.469808 loss_class_aux: 4.247361 loss_bbox_aux: 0.709962 loss_giou_aux: 2.936156 loss_class_dn: 0.339174 loss_bbox_dn: 0.113488 loss_giou_dn: 0.385025 loss_class_aux_dn: 1.825196 loss_bbox_aux_dn: 0.683012 loss_giou_aux_dn: 2.194150 loss: 14.747935 eta: 37 days, 2:50:32 batch_cost: 0.9351 data_cost: 0.1019 ips: 8.5549 images/s [07/22 03:48:16] ppdet.engine INFO: Epoch: [4] [ 9600/54024] learning_rate: 0.000100 loss_class: 0.719258 loss_bbox: 0.121427 loss_giou: 0.489386 loss_class_aux: 4.483160 loss_bbox_aux: 0.819891 loss_giou_aux: 3.086550 loss_class_dn: 0.363969 loss_bbox_dn: 0.120348 loss_giou_dn: 0.406646 loss_class_aux_dn: 1.948806 loss_bbox_aux_dn: 0.756566 loss_giou_aux_dn: 2.310737 loss: 15.943792 eta: 37 days, 2:51:19 batch_cost: 0.8987 data_cost: 0.0355 ips: 8.9017 images/s [07/22 03:49:50] ppdet.engine INFO: Epoch: [4] [ 9700/54024] learning_rate: 0.000100 loss_class: 0.697616 loss_bbox: 0.123052 loss_giou: 0.544383 loss_class_aux: 4.335904 loss_bbox_aux: 0.799595 loss_giou_aux: 3.416351 loss_class_dn: 0.364018 loss_bbox_dn: 0.120594 loss_giou_dn: 0.427417 loss_class_aux_dn: 1.945777 loss_bbox_aux_dn: 0.730917 loss_giou_aux_dn: 2.454609 loss: 16.306931 eta: 37 days, 2:51:06 batch_cost: 0.8882 data_cost: 0.0586 ips: 9.0074 images/s [07/22 03:51:19] ppdet.engine INFO: Epoch: [4] [ 9800/54024] learning_rate: 0.000100 loss_class: 0.744863 loss_bbox: 0.123818 loss_giou: 0.557278 loss_class_aux: 4.554279 loss_bbox_aux: 0.831054 loss_giou_aux: 3.484058 loss_class_dn: 0.360586 loss_bbox_dn: 0.127292 loss_giou_dn: 0.439397 loss_class_aux_dn: 1.946679 loss_bbox_aux_dn: 0.740157 loss_giou_aux_dn: 2.424079 loss: 16.024447 eta: 37 days, 2:46:42 batch_cost: 0.8446 data_cost: 0.0010 ips: 9.4719 images/s [07/22 03:52:48] ppdet.engine INFO: Epoch: [4] [ 9900/54024] learning_rate: 0.000100 loss_class: 0.717516 loss_bbox: 0.121081 loss_giou: 0.497193 loss_class_aux: 4.502765 loss_bbox_aux: 0.791759 loss_giou_aux: 3.079690 loss_class_dn: 0.342095 loss_bbox_dn: 0.120863 loss_giou_dn: 0.406432 loss_class_aux_dn: 1.842365 loss_bbox_aux_dn: 0.734186 loss_giou_aux_dn: 2.279524 loss: 15.350750 eta: 37 days, 2:42:25 batch_cost: 0.8457 data_cost: 0.0397 ips: 9.4597 images/s [07/22 03:54:13] ppdet.engine INFO: Epoch: [4] [10000/54024] learning_rate: 0.000100 loss_class: 0.699766 loss_bbox: 0.126471 loss_giou: 0.496144 loss_class_aux: 4.336763 loss_bbox_aux: 0.819227 loss_giou_aux: 3.147625 loss_class_dn: 0.356150 loss_bbox_dn: 0.126192 loss_giou_dn: 0.403845 loss_class_aux_dn: 1.913643 loss_bbox_aux_dn: 0.761000 loss_giou_aux_dn: 2.255688 loss: 15.673640 eta: 37 days, 2:34:00 batch_cost: 0.8023 data_cost: 0.0102 ips: 9.9717 images/s [07/22 03:55:46] ppdet.engine INFO: Epoch: [4] [10100/54024] learning_rate: 0.000100 loss_class: 0.716873 loss_bbox: 0.122245 loss_giou: 0.515289 loss_class_aux: 4.502381 loss_bbox_aux: 0.792482 loss_giou_aux: 3.240281 loss_class_dn: 0.352587 loss_bbox_dn: 0.121658 loss_giou_dn: 0.425769 loss_class_aux_dn: 1.898495 loss_bbox_aux_dn: 0.756347 loss_giou_aux_dn: 2.374887 loss: 16.492229 eta: 37 days, 2:32:35 batch_cost: 0.8755 data_cost: 0.0053 ips: 9.1378 images/s [07/22 03:57:15] ppdet.engine INFO: Epoch: [4] [10200/54024] learning_rate: 0.000100 loss_class: 0.688825 loss_bbox: 0.108868 loss_giou: 0.494089 loss_class_aux: 4.365227 loss_bbox_aux: 0.728792 loss_giou_aux: 3.110024 loss_class_dn: 0.348513 loss_bbox_dn: 0.116879 loss_giou_dn: 0.404117 loss_class_aux_dn: 1.882907 loss_bbox_aux_dn: 0.709167 loss_giou_aux_dn: 2.276799 loss: 15.522257 eta: 37 days, 2:28:32 batch_cost: 0.8479 data_cost: 0.0010 ips: 9.4353 images/s [07/22 03:59:04] ppdet.engine INFO: Epoch: [4] [10300/54024] learning_rate: 0.000100 loss_class: 0.713295 loss_bbox: 0.117339 loss_giou: 0.512947 loss_class_aux: 4.442271 loss_bbox_aux: 0.788133 loss_giou_aux: 3.228172 loss_class_dn: 0.342931 loss_bbox_dn: 0.122607 loss_giou_dn: 0.411222 loss_class_aux_dn: 1.839101 loss_bbox_aux_dn: 0.743531 loss_giou_aux_dn: 2.312277 loss: 15.535632 eta: 37 days, 2:43:14 batch_cost: 1.0452 data_cost: 0.2459 ips: 7.6537 images/s [07/22 04:00:33] ppdet.engine INFO: Epoch: [4] [10400/54024] learning_rate: 0.000100 loss_class: 0.694337 loss_bbox: 0.118178 loss_giou: 0.487485 loss_class_aux: 4.375539 loss_bbox_aux: 0.795346 loss_giou_aux: 3.081571 loss_class_dn: 0.358267 loss_bbox_dn: 0.123536 loss_giou_dn: 0.405619 loss_class_aux_dn: 1.934692 loss_bbox_aux_dn: 0.752302 loss_giou_aux_dn: 2.282680 loss: 15.254543 eta: 37 days, 2:38:31 batch_cost: 0.8410 data_cost: 0.0010 ips: 9.5126 images/s [07/22 04:01:57] ppdet.engine INFO: Epoch: [4] [10500/54024] learning_rate: 0.000100 loss_class: 0.688437 loss_bbox: 0.117377 loss_giou: 0.519608 loss_class_aux: 4.367780 loss_bbox_aux: 0.740615 loss_giou_aux: 3.276125 loss_class_dn: 0.360488 loss_bbox_dn: 0.119955 loss_giou_dn: 0.423442 loss_class_aux_dn: 1.961063 loss_bbox_aux_dn: 0.714300 loss_giou_aux_dn: 2.353346 loss: 15.856640 eta: 37 days, 2:28:35 batch_cost: 0.7857 data_cost: 0.0010 ips: 10.1820 images/s [07/22 04:03:33] ppdet.engine INFO: Epoch: [4] [10600/54024] learning_rate: 0.000100 loss_class: 0.682761 loss_bbox: 0.115921 loss_giou: 0.505435 loss_class_aux: 4.315419 loss_bbox_aux: 0.743726 loss_giou_aux: 3.239696 loss_class_dn: 0.356809 loss_bbox_dn: 0.117314 loss_giou_dn: 0.425408 loss_class_aux_dn: 1.924516 loss_bbox_aux_dn: 0.700396 loss_giou_aux_dn: 2.373422 loss: 15.683633 eta: 37 days, 2:31:07 batch_cost: 0.9175 data_cost: 0.0010 ips: 8.7196 images/s [07/22 04:05:04] ppdet.engine INFO: Epoch: [4] [10700/54024] learning_rate: 0.000100 loss_class: 0.726103 loss_bbox: 0.120405 loss_giou: 0.506441 loss_class_aux: 4.442015 loss_bbox_aux: 0.768237 loss_giou_aux: 3.160846 loss_class_dn: 0.334449 loss_bbox_dn: 0.118756 loss_giou_dn: 0.408900 loss_class_aux_dn: 1.819998 loss_bbox_aux_dn: 0.732222 loss_giou_aux_dn: 2.293427 loss: 15.744130 eta: 37 days, 2:28:38 batch_cost: 0.8642 data_cost: 0.0168 ips: 9.2569 images/s [07/22 04:06:35] ppdet.engine INFO: Epoch: [4] [10800/54024] learning_rate: 0.000100 loss_class: 0.716744 loss_bbox: 0.117643 loss_giou: 0.542608 loss_class_aux: 4.415206 loss_bbox_aux: 0.771383 loss_giou_aux: 3.439577 loss_class_dn: 0.357353 loss_bbox_dn: 0.126299 loss_giou_dn: 0.432396 loss_class_aux_dn: 1.917718 loss_bbox_aux_dn: 0.748849 loss_giou_aux_dn: 2.422063 loss: 15.814187 eta: 37 days, 2:25:40 batch_cost: 0.8593 data_cost: 0.0617 ips: 9.3103 images/s [07/22 04:08:20] ppdet.engine INFO: Epoch: [4] [10900/54024] learning_rate: 0.000100 loss_class: 0.698072 loss_bbox: 0.120803 loss_giou: 0.547860 loss_class_aux: 4.261966 loss_bbox_aux: 0.785593 loss_giou_aux: 3.468312 loss_class_dn: 0.368820 loss_bbox_dn: 0.108819 loss_giou_dn: 0.446214 loss_class_aux_dn: 1.948195 loss_bbox_aux_dn: 0.673978 loss_giou_aux_dn: 2.517891 loss: 16.458006 eta: 37 days, 2:36:18 batch_cost: 1.0037 data_cost: 0.0011 ips: 7.9703 images/s [07/22 04:09:54] ppdet.engine INFO: Epoch: [4] [11000/54024] learning_rate: 0.000100 loss_class: 0.696282 loss_bbox: 0.115631 loss_giou: 0.462155 loss_class_aux: 4.275211 loss_bbox_aux: 0.769432 loss_giou_aux: 2.889123 loss_class_dn: 0.334462 loss_bbox_dn: 0.120272 loss_giou_dn: 0.369156 loss_class_aux_dn: 1.810380 loss_bbox_aux_dn: 0.708667 loss_giou_aux_dn: 2.123118 loss: 14.902942 eta: 37 days, 2:36:14 batch_cost: 0.8901 data_cost: 0.0458 ips: 8.9880 images/s [07/22 04:11:22] ppdet.engine INFO: Epoch: [4] [11100/54024] learning_rate: 0.000100 loss_class: 0.742981 loss_bbox: 0.119017 loss_giou: 0.562842 loss_class_aux: 4.611768 loss_bbox_aux: 0.804527 loss_giou_aux: 3.519522 loss_class_dn: 0.384960 loss_bbox_dn: 0.120825 loss_giou_dn: 0.442887 loss_class_aux_dn: 2.063325 loss_bbox_aux_dn: 0.739710 loss_giou_aux_dn: 2.533670 loss: 16.956462 eta: 37 days, 2:31:25 batch_cost: 0.8396 data_cost: 0.0010 ips: 9.5288 images/s [07/22 04:12:50] ppdet.engine INFO: Epoch: [4] [11200/54024] learning_rate: 0.000100 loss_class: 0.744896 loss_bbox: 0.121427 loss_giou: 0.552495 loss_class_aux: 4.649197 loss_bbox_aux: 0.782637 loss_giou_aux: 3.532588 loss_class_dn: 0.377870 loss_bbox_dn: 0.118393 loss_giou_dn: 0.450776 loss_class_aux_dn: 2.048151 loss_bbox_aux_dn: 0.717978 loss_giou_aux_dn: 2.552836 loss: 17.239861 eta: 37 days, 2:26:03 batch_cost: 0.8336 data_cost: 0.0466 ips: 9.5969 images/s [07/22 04:14:23] ppdet.engine INFO: Epoch: [4] [11300/54024] learning_rate: 0.000100 loss_class: 0.709530 loss_bbox: 0.124046 loss_giou: 0.438936 loss_class_aux: 4.430424 loss_bbox_aux: 0.809366 loss_giou_aux: 2.805372 loss_class_dn: 0.350274 loss_bbox_dn: 0.126281 loss_giou_dn: 0.383362 loss_class_aux_dn: 1.884496 loss_bbox_aux_dn: 0.765034 loss_giou_aux_dn: 2.177566 loss: 15.227794 eta: 37 days, 2:25:05 batch_cost: 0.8806 data_cost: 0.0015 ips: 9.0852 images/s [07/22 04:15:58] ppdet.engine INFO: Epoch: [4] [11400/54024] learning_rate: 0.000100 loss_class: 0.643025 loss_bbox: 0.120026 loss_giou: 0.467216 loss_class_aux: 4.032411 loss_bbox_aux: 0.795895 loss_giou_aux: 2.935841 loss_class_dn: 0.343600 loss_bbox_dn: 0.118230 loss_giou_dn: 0.377954 loss_class_aux_dn: 1.850200 loss_bbox_aux_dn: 0.719883 loss_giou_aux_dn: 2.133217 loss: 15.247148 eta: 37 days, 2:26:58 batch_cost: 0.9111 data_cost: 0.0549 ips: 8.7811 images/s [07/22 04:17:27] ppdet.engine INFO: Epoch: [4] [11500/54024] learning_rate: 0.000100 loss_class: 0.722707 loss_bbox: 0.122610 loss_giou: 0.508887 loss_class_aux: 4.462085 loss_bbox_aux: 0.785968 loss_giou_aux: 3.202574 loss_class_dn: 0.349350 loss_bbox_dn: 0.131977 loss_giou_dn: 0.412877 loss_class_aux_dn: 1.926707 loss_bbox_aux_dn: 0.776554 loss_giou_aux_dn: 2.357046 loss: 15.805134 eta: 37 days, 2:22:18 batch_cost: 0.8409 data_cost: 0.0010 ips: 9.5133 images/s [07/22 04:19:06] ppdet.engine INFO: Epoch: [4] [11600/54024] learning_rate: 0.000100 loss_class: 0.721201 loss_bbox: 0.115622 loss_giou: 0.532252 loss_class_aux: 4.438234 loss_bbox_aux: 0.756566 loss_giou_aux: 3.367196 loss_class_dn: 0.367974 loss_bbox_dn: 0.115468 loss_giou_dn: 0.442058 loss_class_aux_dn: 1.955673 loss_bbox_aux_dn: 0.697327 loss_giou_aux_dn: 2.480920 loss: 16.656032 eta: 37 days, 2:27:42 batch_cost: 0.9490 data_cost: 0.0647 ips: 8.4296 images/s [07/22 04:20:39] ppdet.engine INFO: Epoch: [4] [11700/54024] learning_rate: 0.000100 loss_class: 0.733103 loss_bbox: 0.120031 loss_giou: 0.566524 loss_class_aux: 4.519530 loss_bbox_aux: 0.789039 loss_giou_aux: 3.530132 loss_class_dn: 0.378748 loss_bbox_dn: 0.113243 loss_giou_dn: 0.458011 loss_class_aux_dn: 2.018206 loss_bbox_aux_dn: 0.707537 loss_giou_aux_dn: 2.526899 loss: 16.701469 eta: 37 days, 2:26:45 batch_cost: 0.8809 data_cost: 0.0010 ips: 9.0820 images/s [07/22 04:22:11] ppdet.engine INFO: Epoch: [4] [11800/54024] learning_rate: 0.000100 loss_class: 0.724003 loss_bbox: 0.121166 loss_giou: 0.548024 loss_class_aux: 4.487201 loss_bbox_aux: 0.775806 loss_giou_aux: 3.433861 loss_class_dn: 0.375965 loss_bbox_dn: 0.119393 loss_giou_dn: 0.436791 loss_class_aux_dn: 2.022134 loss_bbox_aux_dn: 0.713722 loss_giou_aux_dn: 2.463615 loss: 16.674188 eta: 37 days, 2:24:58 batch_cost: 0.8718 data_cost: 0.0499 ips: 9.1759 images/s [07/22 04:23:46] ppdet.engine INFO: Epoch: [4] [11900/54024] learning_rate: 0.000100 loss_class: 0.667239 loss_bbox: 0.123142 loss_giou: 0.552782 loss_class_aux: 4.188068 loss_bbox_aux: 0.806773 loss_giou_aux: 3.391980 loss_class_dn: 0.353131 loss_bbox_dn: 0.120258 loss_giou_dn: 0.430850 loss_class_aux_dn: 1.896820 loss_bbox_aux_dn: 0.728316 loss_giou_aux_dn: 2.419195 loss: 15.864493 eta: 37 days, 2:26:22 batch_cost: 0.9062 data_cost: 0.0764 ips: 8.8282 images/s [07/22 04:25:19] ppdet.engine INFO: Epoch: [4] [12000/54024] learning_rate: 0.000100 loss_class: 0.715741 loss_bbox: 0.125052 loss_giou: 0.570152 loss_class_aux: 4.513513 loss_bbox_aux: 0.821224 loss_giou_aux: 3.556464 loss_class_dn: 0.374623 loss_bbox_dn: 0.122129 loss_giou_dn: 0.446328 loss_class_aux_dn: 1.997228 loss_bbox_aux_dn: 0.752594 loss_giou_aux_dn: 2.495118 loss: 16.928318 eta: 37 days, 2:24:29 batch_cost: 0.8709 data_cost: 0.0520 ips: 9.1860 images/s [07/22 04:26:59] ppdet.engine INFO: Epoch: [4] [12100/54024] learning_rate: 0.000100 loss_class: 0.746754 loss_bbox: 0.125385 loss_giou: 0.558235 loss_class_aux: 4.644366 loss_bbox_aux: 0.816181 loss_giou_aux: 3.481925 loss_class_dn: 0.389259 loss_bbox_dn: 0.128844 loss_giou_dn: 0.440201 loss_class_aux_dn: 2.095002 loss_bbox_aux_dn: 0.763274 loss_giou_aux_dn: 2.492534 loss: 16.729174 eta: 37 days, 2:30:36 batch_cost: 0.9575 data_cost: 0.0294 ips: 8.3553 images/s [07/22 04:28:31] ppdet.engine INFO: Epoch: [4] [12200/54024] learning_rate: 0.000100 loss_class: 0.691754 loss_bbox: 0.123434 loss_giou: 0.529547 loss_class_aux: 4.391160 loss_bbox_aux: 0.804423 loss_giou_aux: 3.263441 loss_class_dn: 0.360255 loss_bbox_dn: 0.127691 loss_giou_dn: 0.434396 loss_class_aux_dn: 1.909419 loss_bbox_aux_dn: 0.771313 loss_giou_aux_dn: 2.434808 loss: 15.824813 eta: 37 days, 2:28:45 batch_cost: 0.8714 data_cost: 0.0609 ips: 9.1806 images/s [07/22 04:30:01] ppdet.engine INFO: Epoch: [4] [12300/54024] learning_rate: 0.000100 loss_class: 0.695322 loss_bbox: 0.119008 loss_giou: 0.492471 loss_class_aux: 4.385991 loss_bbox_aux: 0.780347 loss_giou_aux: 3.110847 loss_class_dn: 0.342749 loss_bbox_dn: 0.118522 loss_giou_dn: 0.397471 loss_class_aux_dn: 1.821536 loss_bbox_aux_dn: 0.727987 loss_giou_aux_dn: 2.239559 loss: 15.095660 eta: 37 days, 2:25:35 batch_cost: 0.8569 data_cost: 0.0011 ips: 9.3363 images/s [07/22 04:31:26] ppdet.engine INFO: Epoch: [4] [12400/54024] learning_rate: 0.000100 loss_class: 0.686436 loss_bbox: 0.118005 loss_giou: 0.522238 loss_class_aux: 4.278999 loss_bbox_aux: 0.762627 loss_giou_aux: 3.244545 loss_class_dn: 0.362361 loss_bbox_dn: 0.119376 loss_giou_dn: 0.410747 loss_class_aux_dn: 1.917542 loss_bbox_aux_dn: 0.714921 loss_giou_aux_dn: 2.293647 loss: 15.819088 eta: 37 days, 2:17:36 batch_cost: 0.8045 data_cost: 0.0064 ips: 9.9439 images/s [07/22 04:33:01] ppdet.engine INFO: Epoch: [4] [12500/54024] learning_rate: 0.000100 loss_class: 0.734782 loss_bbox: 0.126576 loss_giou: 0.552008 loss_class_aux: 4.593633 loss_bbox_aux: 0.813607 loss_giou_aux: 3.457844 loss_class_dn: 0.375836 loss_bbox_dn: 0.125675 loss_giou_dn: 0.456599 loss_class_aux_dn: 2.008169 loss_bbox_aux_dn: 0.759503 loss_giou_aux_dn: 2.531574 loss: 16.878270 eta: 37 days, 2:19:10 batch_cost: 0.9085 data_cost: 0.0016 ips: 8.8058 images/s [07/22 04:34:31] ppdet.engine INFO: Epoch: [4] [12600/54024] learning_rate: 0.000100 loss_class: 0.706389 loss_bbox: 0.119766 loss_giou: 0.461294 loss_class_aux: 4.387076 loss_bbox_aux: 0.787189 loss_giou_aux: 2.859051 loss_class_dn: 0.346146 loss_bbox_dn: 0.128384 loss_giou_dn: 0.380740 loss_class_aux_dn: 1.851086 loss_bbox_aux_dn: 0.760295 loss_giou_aux_dn: 2.141274 loss: 15.008662 eta: 37 days, 2:15:41 batch_cost: 0.8533 data_cost: 0.0774 ips: 9.3757 images/s [07/22 04:36:03] ppdet.engine INFO: Epoch: [4] [12700/54024] learning_rate: 0.000100 loss_class: 0.730227 loss_bbox: 0.120782 loss_giou: 0.556771 loss_class_aux: 4.558876 loss_bbox_aux: 0.790889 loss_giou_aux: 3.483950 loss_class_dn: 0.363375 loss_bbox_dn: 0.127552 loss_giou_dn: 0.448929 loss_class_aux_dn: 1.964689 loss_bbox_aux_dn: 0.759313 loss_giou_aux_dn: 2.485675 loss: 16.046125 eta: 37 days, 2:13:35 batch_cost: 0.8685 data_cost: 0.0720 ips: 9.2112 images/s [07/22 04:37:44] ppdet.engine INFO: Epoch: [4] [12800/54024] learning_rate: 0.000100 loss_class: 0.662627 loss_bbox: 0.119553 loss_giou: 0.446253 loss_class_aux: 4.154861 loss_bbox_aux: 0.775678 loss_giou_aux: 2.833371 loss_class_dn: 0.325363 loss_bbox_dn: 0.117182 loss_giou_dn: 0.366487 loss_class_aux_dn: 1.767524 loss_bbox_aux_dn: 0.726220 loss_giou_aux_dn: 2.062147 loss: 15.315585 eta: 37 days, 2:20:25 batch_cost: 0.9662 data_cost: 0.0010 ips: 8.2802 images/s [07/22 04:39:13] ppdet.engine INFO: Epoch: [4] [12900/54024] learning_rate: 0.000100 loss_class: 0.677746 loss_bbox: 0.114972 loss_giou: 0.456737 loss_class_aux: 4.217045 loss_bbox_aux: 0.767767 loss_giou_aux: 2.867811 loss_class_dn: 0.343515 loss_bbox_dn: 0.123721 loss_giou_dn: 0.387203 loss_class_aux_dn: 1.829182 loss_bbox_aux_dn: 0.738031 loss_giou_aux_dn: 2.189111 loss: 15.478461 eta: 37 days, 2:15:46 batch_cost: 0.8406 data_cost: 0.0192 ips: 9.5165 images/s [07/22 04:40:38] ppdet.engine INFO: Epoch: [4] [13000/54024] learning_rate: 0.000100 loss_class: 0.724654 loss_bbox: 0.126806 loss_giou: 0.533445 loss_class_aux: 4.510742 loss_bbox_aux: 0.821877 loss_giou_aux: 3.353089 loss_class_dn: 0.362424 loss_bbox_dn: 0.125831 loss_giou_dn: 0.428060 loss_class_aux_dn: 1.934026 loss_bbox_aux_dn: 0.750462 loss_giou_aux_dn: 2.406020 loss: 16.230273 eta: 37 days, 2:07:53 batch_cost: 0.8049 data_cost: 0.0215 ips: 9.9389 images/s [07/22 04:42:06] ppdet.engine INFO: Epoch: [4] [13100/54024] learning_rate: 0.000100 loss_class: 0.713141 loss_bbox: 0.131706 loss_giou: 0.556812 loss_class_aux: 4.504110 loss_bbox_aux: 0.861465 loss_giou_aux: 3.466105 loss_class_dn: 0.361206 loss_bbox_dn: 0.119221 loss_giou_dn: 0.440496 loss_class_aux_dn: 1.958891 loss_bbox_aux_dn: 0.712762 loss_giou_aux_dn: 2.481493 loss: 16.267666 eta: 37 days, 2:02:55 batch_cost: 0.8366 data_cost: 0.0480 ips: 9.5620 images/s [07/22 04:43:36] ppdet.engine INFO: Epoch: [4] [13200/54024] learning_rate: 0.000100 loss_class: 0.730168 loss_bbox: 0.123220 loss_giou: 0.557923 loss_class_aux: 4.505630 loss_bbox_aux: 0.804125 loss_giou_aux: 3.455290 loss_class_dn: 0.353922 loss_bbox_dn: 0.124932 loss_giou_dn: 0.441433 loss_class_aux_dn: 1.881061 loss_bbox_aux_dn: 0.741964 loss_giou_aux_dn: 2.444768 loss: 16.042867 eta: 37 days, 1:59:18 batch_cost: 0.8516 data_cost: 0.0293 ips: 9.3942 images/s [07/22 04:45:17] ppdet.engine INFO: Epoch: [4] [13300/54024] learning_rate: 0.000100 loss_class: 0.695774 loss_bbox: 0.125439 loss_giou: 0.529914 loss_class_aux: 4.357237 loss_bbox_aux: 0.808935 loss_giou_aux: 3.314013 loss_class_dn: 0.341537 loss_bbox_dn: 0.126841 loss_giou_dn: 0.415273 loss_class_aux_dn: 1.843231 loss_bbox_aux_dn: 0.766846 loss_giou_aux_dn: 2.316961 loss: 15.814269 eta: 37 days, 2:06:30 batch_cost: 0.9710 data_cost: 0.0489 ips: 8.2391 images/s [07/22 04:46:49] ppdet.engine INFO: Epoch: [4] [13400/54024] learning_rate: 0.000100 loss_class: 0.696286 loss_bbox: 0.111995 loss_giou: 0.478098 loss_class_aux: 4.343103 loss_bbox_aux: 0.729871 loss_giou_aux: 2.896751 loss_class_dn: 0.332738 loss_bbox_dn: 0.115941 loss_giou_dn: 0.372777 loss_class_aux_dn: 1.823719 loss_bbox_aux_dn: 0.709715 loss_giou_aux_dn: 2.110456 loss: 14.806131 eta: 37 days, 2:04:26 batch_cost: 0.8687 data_cost: 0.0427 ips: 9.2091 images/s [07/22 04:48:24] ppdet.engine INFO: Epoch: [4] [13500/54024] learning_rate: 0.000100 loss_class: 0.687322 loss_bbox: 0.115908 loss_giou: 0.529432 loss_class_aux: 4.199474 loss_bbox_aux: 0.761127 loss_giou_aux: 3.310970 loss_class_dn: 0.360247 loss_bbox_dn: 0.113972 loss_giou_dn: 0.419975 loss_class_aux_dn: 1.905017 loss_bbox_aux_dn: 0.703236 loss_giou_aux_dn: 2.412290 loss: 16.126737 eta: 37 days, 2:05:37 batch_cost: 0.9047 data_cost: 0.0010 ips: 8.8430 images/s [07/22 04:50:14] ppdet.engine INFO: Epoch: [4] [13600/54024] learning_rate: 0.000100 loss_class: 0.696464 loss_bbox: 0.117906 loss_giou: 0.519234 loss_class_aux: 4.352843 loss_bbox_aux: 0.759115 loss_giou_aux: 3.221875 loss_class_dn: 0.351816 loss_bbox_dn: 0.115728 loss_giou_dn: 0.413852 loss_class_aux_dn: 1.871350 loss_bbox_aux_dn: 0.691439 loss_giou_aux_dn: 2.310132 loss: 15.617566 eta: 37 days, 2:19:49 batch_cost: 1.0491 data_cost: 0.1221 ips: 7.6259 images/s [07/22 04:51:58] ppdet.engine INFO: Epoch: [4] [13700/54024] learning_rate: 0.000100 loss_class: 0.702313 loss_bbox: 0.127537 loss_giou: 0.511741 loss_class_aux: 4.391694 loss_bbox_aux: 0.818035 loss_giou_aux: 3.203400 loss_class_dn: 0.349315 loss_bbox_dn: 0.123634 loss_giou_dn: 0.399628 loss_class_aux_dn: 1.897736 loss_bbox_aux_dn: 0.744264 loss_giou_aux_dn: 2.282105 loss: 15.938006 eta: 37 days, 2:28:56 batch_cost: 0.9931 data_cost: 0.0012 ips: 8.0559 images/s [07/22 04:53:31] ppdet.engine INFO: Epoch: [4] [13800/54024] learning_rate: 0.000100 loss_class: 0.755835 loss_bbox: 0.123135 loss_giou: 0.537704 loss_class_aux: 4.634019 loss_bbox_aux: 0.811123 loss_giou_aux: 3.386683 loss_class_dn: 0.363049 loss_bbox_dn: 0.119827 loss_giou_dn: 0.429790 loss_class_aux_dn: 1.955096 loss_bbox_aux_dn: 0.732246 loss_giou_aux_dn: 2.400542 loss: 16.347032 eta: 37 days, 2:27:45 batch_cost: 0.8790 data_cost: 0.0011 ips: 9.1008 images/s [07/22 04:54:58] ppdet.engine INFO: Epoch: [4] [13900/54024] learning_rate: 0.000100 loss_class: 0.732413 loss_bbox: 0.121056 loss_giou: 0.552534 loss_class_aux: 4.554785 loss_bbox_aux: 0.807396 loss_giou_aux: 3.510740 loss_class_dn: 0.372409 loss_bbox_dn: 0.119637 loss_giou_dn: 0.453895 loss_class_aux_dn: 2.014081 loss_bbox_aux_dn: 0.715518 loss_giou_aux_dn: 2.572753 loss: 16.661509 eta: 37 days, 2:22:20 batch_cost: 0.8319 data_cost: 0.0489 ips: 9.6166 images/s [07/22 04:56:27] ppdet.engine INFO: Epoch: [4] [14000/54024] learning_rate: 0.000100 loss_class: 0.682561 loss_bbox: 0.113152 loss_giou: 0.532295 loss_class_aux: 4.178700 loss_bbox_aux: 0.743549 loss_giou_aux: 3.339457 loss_class_dn: 0.360436 loss_bbox_dn: 0.118569 loss_giou_dn: 0.437237 loss_class_aux_dn: 1.931867 loss_bbox_aux_dn: 0.699813 loss_giou_aux_dn: 2.443891 loss: 15.430331 eta: 37 days, 2:17:56 batch_cost: 0.8429 data_cost: 0.0308 ips: 9.4908 images/s [07/22 04:58:13] ppdet.engine INFO: Epoch: [4] [14100/54024] learning_rate: 0.000100 loss_class: 0.665968 loss_bbox: 0.118390 loss_giou: 0.458984 loss_class_aux: 4.150633 loss_bbox_aux: 0.752584 loss_giou_aux: 2.846857 loss_class_dn: 0.330016 loss_bbox_dn: 0.122573 loss_giou_dn: 0.382664 loss_class_aux_dn: 1.784441 loss_bbox_aux_dn: 0.730632 loss_giou_aux_dn: 2.134790 loss: 14.462049 eta: 37 days, 2:28:13 batch_cost: 1.0071 data_cost: 0.1435 ips: 7.9439 images/s [07/22 04:59:48] ppdet.engine INFO: Epoch: [4] [14200/54024] learning_rate: 0.000100 loss_class: 0.702774 loss_bbox: 0.124650 loss_giou: 0.558935 loss_class_aux: 4.301830 loss_bbox_aux: 0.788324 loss_giou_aux: 3.499528 loss_class_dn: 0.360246 loss_bbox_dn: 0.118356 loss_giou_dn: 0.434622 loss_class_aux_dn: 1.945057 loss_bbox_aux_dn: 0.726886 loss_giou_aux_dn: 2.463406 loss: 16.501014 eta: 37 days, 2:30:14 batch_cost: 0.9148 data_cost: 0.0130 ips: 8.7450 images/s [07/22 05:01:23] ppdet.engine INFO: Epoch: [4] [14300/54024] learning_rate: 0.000100 loss_class: 0.712104 loss_bbox: 0.119081 loss_giou: 0.488952 loss_class_aux: 4.442795 loss_bbox_aux: 0.763041 loss_giou_aux: 3.096671 loss_class_dn: 0.356099 loss_bbox_dn: 0.112841 loss_giou_dn: 0.409370 loss_class_aux_dn: 1.935309 loss_bbox_aux_dn: 0.702488 loss_giou_aux_dn: 2.302596 loss: 16.175493 eta: 37 days, 2:30:41 batch_cost: 0.8974 data_cost: 0.0390 ips: 8.9149 images/s [07/22 05:02:55] ppdet.engine INFO: Epoch: [4] [14400/54024] learning_rate: 0.000100 loss_class: 0.714773 loss_bbox: 0.120272 loss_giou: 0.463870 loss_class_aux: 4.386851 loss_bbox_aux: 0.784351 loss_giou_aux: 2.845095 loss_class_dn: 0.328635 loss_bbox_dn: 0.115201 loss_giou_dn: 0.379970 loss_class_aux_dn: 1.787865 loss_bbox_aux_dn: 0.697688 loss_giou_aux_dn: 2.131984 loss: 14.756436 eta: 37 days, 2:28:52 batch_cost: 0.8722 data_cost: 0.0010 ips: 9.1720 images/s [07/22 05:04:38] ppdet.engine INFO: Epoch: [4] [14500/54024] learning_rate: 0.000100 loss_class: 0.716413 loss_bbox: 0.121762 loss_giou: 0.545549 loss_class_aux: 4.402348 loss_bbox_aux: 0.795323 loss_giou_aux: 3.457443 loss_class_dn: 0.371871 loss_bbox_dn: 0.119980 loss_giou_dn: 0.455368 loss_class_aux_dn: 1.996135 loss_bbox_aux_dn: 0.712773 loss_giou_aux_dn: 2.546914 loss: 16.543859 eta: 37 days, 2:37:21 batch_cost: 0.9876 data_cost: 0.1380 ips: 8.1000 images/s [07/22 05:06:16] ppdet.engine INFO: Epoch: [4] [14600/54024] learning_rate: 0.000100 loss_class: 0.693869 loss_bbox: 0.115846 loss_giou: 0.488632 loss_class_aux: 4.303879 loss_bbox_aux: 0.746696 loss_giou_aux: 3.029590 loss_class_dn: 0.323483 loss_bbox_dn: 0.107023 loss_giou_dn: 0.394350 loss_class_aux_dn: 1.751901 loss_bbox_aux_dn: 0.672558 loss_giou_aux_dn: 2.223122 loss: 14.829393 eta: 37 days, 2:40:53 batch_cost: 0.9325 data_cost: 0.0195 ips: 8.5789 images/s [07/22 05:07:57] ppdet.engine INFO: Epoch: [4] [14700/54024] learning_rate: 0.000100 loss_class: 0.704571 loss_bbox: 0.120492 loss_giou: 0.545773 loss_class_aux: 4.395277 loss_bbox_aux: 0.782941 loss_giou_aux: 3.402710 loss_class_dn: 0.362171 loss_bbox_dn: 0.118376 loss_giou_dn: 0.430714 loss_class_aux_dn: 1.951709 loss_bbox_aux_dn: 0.712409 loss_giou_aux_dn: 2.415253 loss: 15.878894 eta: 37 days, 2:47:16 batch_cost: 0.9646 data_cost: 0.0011 ips: 8.2933 images/s [07/22 05:09:19] ppdet.engine INFO: Epoch: [4] [14800/54024] learning_rate: 0.000100 loss_class: 0.723650 loss_bbox: 0.123652 loss_giou: 0.527394 loss_class_aux: 4.493778 loss_bbox_aux: 0.808895 loss_giou_aux: 3.324804 loss_class_dn: 0.361627 loss_bbox_dn: 0.135157 loss_giou_dn: 0.432947 loss_class_aux_dn: 1.947257 loss_bbox_aux_dn: 0.808259 loss_giou_aux_dn: 2.433268 loss: 16.545775 eta: 37 days, 2:36:20 batch_cost: 0.7696 data_cost: 0.0016 ips: 10.3949 images/s [07/22 05:10:45] ppdet.engine INFO: Epoch: [4] [14900/54024] learning_rate: 0.000100 loss_class: 0.680757 loss_bbox: 0.114105 loss_giou: 0.537604 loss_class_aux: 4.289355 loss_bbox_aux: 0.725691 loss_giou_aux: 3.238750 loss_class_dn: 0.356561 loss_bbox_dn: 0.119361 loss_giou_dn: 0.411912 loss_class_aux_dn: 1.871505 loss_bbox_aux_dn: 0.714836 loss_giou_aux_dn: 2.286621 loss: 15.385783 eta: 37 days, 2:30:08 batch_cost: 0.8226 data_cost: 0.0063 ips: 9.7249 images/s [07/22 05:12:08] ppdet.engine INFO: Epoch: [4] [15000/54024] learning_rate: 0.000100 loss_class: 0.711076 loss_bbox: 0.116292 loss_giou: 0.540408 loss_class_aux: 4.431965 loss_bbox_aux: 0.769898 loss_giou_aux: 3.380416 loss_class_dn: 0.362060 loss_bbox_dn: 0.121589 loss_giou_dn: 0.437803 loss_class_aux_dn: 1.960827 loss_bbox_aux_dn: 0.741744 loss_giou_aux_dn: 2.458419 loss: 15.937384 eta: 37 days, 2:20:29 batch_cost: 0.7835 data_cost: 0.0010 ips: 10.2102 images/s [07/22 05:13:41] ppdet.engine INFO: Epoch: [4] [15100/54024] learning_rate: 0.000100 loss_class: 0.738212 loss_bbox: 0.125038 loss_giou: 0.524301 loss_class_aux: 4.574523 loss_bbox_aux: 0.803761 loss_giou_aux: 3.320052 loss_class_dn: 0.372943 loss_bbox_dn: 0.131535 loss_giou_dn: 0.439522 loss_class_aux_dn: 1.980270 loss_bbox_aux_dn: 0.775340 loss_giou_aux_dn: 2.493356 loss: 16.876796 eta: 37 days, 2:19:18 batch_cost: 0.8791 data_cost: 0.0010 ips: 9.0997 images/s [07/22 05:15:06] ppdet.engine INFO: Epoch: [4] [15200/54024] learning_rate: 0.000100 loss_class: 0.671109 loss_bbox: 0.114558 loss_giou: 0.544156 loss_class_aux: 4.159996 loss_bbox_aux: 0.765278 loss_giou_aux: 3.454898 loss_class_dn: 0.328547 loss_bbox_dn: 0.120137 loss_giou_dn: 0.429682 loss_class_aux_dn: 1.774808 loss_bbox_aux_dn: 0.733313 loss_giou_aux_dn: 2.378419 loss: 14.781818 eta: 37 days, 2:11:42 batch_cost: 0.8065 data_cost: 0.0219 ips: 9.9198 images/s [07/22 05:16:46] ppdet.engine INFO: Epoch: [4] [15300/54024] learning_rate: 0.000100 loss_class: 0.724909 loss_bbox: 0.124808 loss_giou: 0.531091 loss_class_aux: 4.591648 loss_bbox_aux: 0.787561 loss_giou_aux: 3.281508 loss_class_dn: 0.368346 loss_bbox_dn: 0.121293 loss_giou_dn: 0.432132 loss_class_aux_dn: 1.989546 loss_bbox_aux_dn: 0.738291 loss_giou_aux_dn: 2.436218 loss: 16.512852 eta: 37 days, 2:16:59 batch_cost: 0.9526 data_cost: 0.0305 ips: 8.3982 images/s [07/22 05:18:32] ppdet.engine INFO: Epoch: [4] [15400/54024] learning_rate: 0.000100 loss_class: 0.736730 loss_bbox: 0.125285 loss_giou: 0.529248 loss_class_aux: 4.465608 loss_bbox_aux: 0.808598 loss_giou_aux: 3.356370 loss_class_dn: 0.361667 loss_bbox_dn: 0.129370 loss_giou_dn: 0.440260 loss_class_aux_dn: 1.957940 loss_bbox_aux_dn: 0.744542 loss_giou_aux_dn: 2.465164 loss: 16.595907 eta: 37 days, 2:27:37 batch_cost: 1.0139 data_cost: 0.1393 ips: 7.8904 images/s [07/22 05:19:57] ppdet.engine INFO: Epoch: [4] [15500/54024] learning_rate: 0.000100 loss_class: 0.699675 loss_bbox: 0.121913 loss_giou: 0.500893 loss_class_aux: 4.312414 loss_bbox_aux: 0.781333 loss_giou_aux: 3.120688 loss_class_dn: 0.358829 loss_bbox_dn: 0.122851 loss_giou_dn: 0.414551 loss_class_aux_dn: 1.922020 loss_bbox_aux_dn: 0.752643 loss_giou_aux_dn: 2.352267 loss: 15.991572 eta: 37 days, 2:19:27 batch_cost: 0.7998 data_cost: 0.0232 ips: 10.0025 images/s [07/22 05:21:38] ppdet.engine INFO: Epoch: [4] [15600/54024] learning_rate: 0.000100 loss_class: 0.707238 loss_bbox: 0.119760 loss_giou: 0.543304 loss_class_aux: 4.368688 loss_bbox_aux: 0.779674 loss_giou_aux: 3.492535 loss_class_dn: 0.363849 loss_bbox_dn: 0.127133 loss_giou_dn: 0.446039 loss_class_aux_dn: 1.952918 loss_bbox_aux_dn: 0.752269 loss_giou_aux_dn: 2.553748 loss: 15.834344 eta: 37 days, 2:25:54 batch_cost: 0.9665 data_cost: 0.0740 ips: 8.2776 images/s [07/22 05:23:15] ppdet.engine INFO: Epoch: [4] [15700/54024] learning_rate: 0.000100 loss_class: 0.699644 loss_bbox: 0.121277 loss_giou: 0.487010 loss_class_aux: 4.374205 loss_bbox_aux: 0.794155 loss_giou_aux: 3.033553 loss_class_dn: 0.348048 loss_bbox_dn: 0.119903 loss_giou_dn: 0.390810 loss_class_aux_dn: 1.893368 loss_bbox_aux_dn: 0.741088 loss_giou_aux_dn: 2.222959 loss: 15.630016 eta: 37 days, 2:28:34 batch_cost: 0.9236 data_cost: 0.0164 ips: 8.6621 images/s [07/22 05:24:50] ppdet.engine INFO: Epoch: [4] [15800/54024] learning_rate: 0.000100 loss_class: 0.674806 loss_bbox: 0.125875 loss_giou: 0.488426 loss_class_aux: 4.256683 loss_bbox_aux: 0.799589 loss_giou_aux: 3.028955 loss_class_dn: 0.351562 loss_bbox_dn: 0.114331 loss_giou_dn: 0.394785 loss_class_aux_dn: 1.881117 loss_bbox_aux_dn: 0.694418 loss_giou_aux_dn: 2.227620 loss: 15.331663 eta: 37 days, 2:30:09 batch_cost: 0.9111 data_cost: 0.0130 ips: 8.7803 images/s [07/22 05:26:22] ppdet.engine INFO: Epoch: [4] [15900/54024] learning_rate: 0.000100 loss_class: 0.708481 loss_bbox: 0.124104 loss_giou: 0.496100 loss_class_aux: 4.419198 loss_bbox_aux: 0.794924 loss_giou_aux: 3.110363 loss_class_dn: 0.348847 loss_bbox_dn: 0.118102 loss_giou_dn: 0.397107 loss_class_aux_dn: 1.885500 loss_bbox_aux_dn: 0.730825 loss_giou_aux_dn: 2.256515 loss: 15.667646 eta: 37 days, 2:29:15 batch_cost: 0.8830 data_cost: 0.0010 ips: 9.0603 images/s [07/22 05:27:53] ppdet.engine INFO: Epoch: [4] [16000/54024] learning_rate: 0.000100 loss_class: 0.726257 loss_bbox: 0.115002 loss_giou: 0.491280 loss_class_aux: 4.569135 loss_bbox_aux: 0.771520 loss_giou_aux: 3.089298 loss_class_dn: 0.358765 loss_bbox_dn: 0.113394 loss_giou_dn: 0.411649 loss_class_aux_dn: 1.905023 loss_bbox_aux_dn: 0.708321 loss_giou_aux_dn: 2.364048 loss: 15.745552 eta: 37 days, 2:26:11 batch_cost: 0.8580 data_cost: 0.0020 ips: 9.3242 images/s [07/22 05:29:18] ppdet.engine INFO: Epoch: [4] [16100/54024] learning_rate: 0.000100 loss_class: 0.760160 loss_bbox: 0.124740 loss_giou: 0.518752 loss_class_aux: 4.746488 loss_bbox_aux: 0.841417 loss_giou_aux: 3.275242 loss_class_dn: 0.382437 loss_bbox_dn: 0.129220 loss_giou_dn: 0.441989 loss_class_aux_dn: 2.066726 loss_bbox_aux_dn: 0.787551 loss_giou_aux_dn: 2.505283 loss: 16.983393 eta: 37 days, 2:18:52 batch_cost: 0.8090 data_cost: 0.0264 ips: 9.8887 images/s [07/22 05:30:46] ppdet.engine INFO: Epoch: [4] [16200/54024] learning_rate: 0.000100 loss_class: 0.734884 loss_bbox: 0.114129 loss_giou: 0.535195 loss_class_aux: 4.534829 loss_bbox_aux: 0.768142 loss_giou_aux: 3.269912 loss_class_dn: 0.350130 loss_bbox_dn: 0.115835 loss_giou_dn: 0.423134 loss_class_aux_dn: 1.883112 loss_bbox_aux_dn: 0.691633 loss_giou_aux_dn: 2.363852 loss: 15.919816 eta: 37 days, 2:13:31 batch_cost: 0.8315 data_cost: 0.0286 ips: 9.6207 images/s [07/22 05:32:12] ppdet.engine INFO: Epoch: [4] [16300/54024] learning_rate: 0.000100 loss_class: 0.712890 loss_bbox: 0.120953 loss_giou: 0.533011 loss_class_aux: 4.448185 loss_bbox_aux: 0.757179 loss_giou_aux: 3.352355 loss_class_dn: 0.374175 loss_bbox_dn: 0.118200 loss_giou_dn: 0.431169 loss_class_aux_dn: 2.005990 loss_bbox_aux_dn: 0.726119 loss_giou_aux_dn: 2.462804 loss: 16.767285 eta: 37 days, 2:06:36 batch_cost: 0.8133 data_cost: 0.0154 ips: 9.8362 images/s [07/22 05:33:40] ppdet.engine INFO: Epoch: [4] [16400/54024] learning_rate: 0.000100 loss_class: 0.745991 loss_bbox: 0.120348 loss_giou: 0.547906 loss_class_aux: 4.622788 loss_bbox_aux: 0.808427 loss_giou_aux: 3.496035 loss_class_dn: 0.377599 loss_bbox_dn: 0.111137 loss_giou_dn: 0.446217 loss_class_aux_dn: 2.025262 loss_bbox_aux_dn: 0.692307 loss_giou_aux_dn: 2.518609 loss: 16.885531 eta: 37 days, 2:01:32 batch_cost: 0.8344 data_cost: 0.0010 ips: 9.5873 images/s [07/22 05:35:03] ppdet.engine INFO: Epoch: [4] [16500/54024] learning_rate: 0.000100 loss_class: 0.680349 loss_bbox: 0.115601 loss_giou: 0.511396 loss_class_aux: 4.250639 loss_bbox_aux: 0.756525 loss_giou_aux: 3.235772 loss_class_dn: 0.353633 loss_bbox_dn: 0.117867 loss_giou_dn: 0.429034 loss_class_aux_dn: 1.907797 loss_bbox_aux_dn: 0.710997 loss_giou_aux_dn: 2.400134 loss: 15.737903 eta: 37 days, 1:52:18 batch_cost: 0.7862 data_cost: 0.0010 ips: 10.1759 images/s [07/22 05:36:42] ppdet.engine INFO: Epoch: [4] [16600/54024] learning_rate: 0.000100 loss_class: 0.694479 loss_bbox: 0.116315 loss_giou: 0.491745 loss_class_aux: 4.351843 loss_bbox_aux: 0.780729 loss_giou_aux: 3.079594 loss_class_dn: 0.345213 loss_bbox_dn: 0.126416 loss_giou_dn: 0.397737 loss_class_aux_dn: 1.866265 loss_bbox_aux_dn: 0.766394 loss_giou_aux_dn: 2.281781 loss: 15.663020 eta: 37 days, 1:56:34 batch_cost: 0.9423 data_cost: 0.0010 ips: 8.4900 images/s [07/22 05:38:06] ppdet.engine INFO: Epoch: [4] [16700/54024] learning_rate: 0.000100 loss_class: 0.736304 loss_bbox: 0.117488 loss_giou: 0.545000 loss_class_aux: 4.466673 loss_bbox_aux: 0.754526 loss_giou_aux: 3.344959 loss_class_dn: 0.361806 loss_bbox_dn: 0.110418 loss_giou_dn: 0.423153 loss_class_aux_dn: 1.958369 loss_bbox_aux_dn: 0.688949 loss_giou_aux_dn: 2.371881 loss: 15.902381 eta: 37 days, 1:47:40 batch_cost: 0.7896 data_cost: 0.0174 ips: 10.1313 images/s [07/22 05:39:52] ppdet.engine INFO: Epoch: [4] [16800/54024] learning_rate: 0.000100 loss_class: 0.689290 loss_bbox: 0.117873 loss_giou: 0.479398 loss_class_aux: 4.274914 loss_bbox_aux: 0.759359 loss_giou_aux: 3.069332 loss_class_dn: 0.351497 loss_bbox_dn: 0.124943 loss_giou_dn: 0.412533 loss_class_aux_dn: 1.871926 loss_bbox_aux_dn: 0.729792 loss_giou_aux_dn: 2.281879 loss: 16.129230 eta: 37 days, 1:58:08 batch_cost: 1.0146 data_cost: 0.1070 ips: 7.8853 images/s [07/22 05:41:21] ppdet.engine INFO: Epoch: [4] [16900/54024] learning_rate: 0.000100 loss_class: 0.688978 loss_bbox: 0.111151 loss_giou: 0.515001 loss_class_aux: 4.325342 loss_bbox_aux: 0.731861 loss_giou_aux: 3.247794 loss_class_dn: 0.357085 loss_bbox_dn: 0.109998 loss_giou_dn: 0.420481 loss_class_aux_dn: 1.951536 loss_bbox_aux_dn: 0.652550 loss_giou_aux_dn: 2.391150 loss: 15.804497 eta: 37 days, 1:54:03 batch_cost: 0.8457 data_cost: 0.0011 ips: 9.4593 images/s [07/22 05:42:47] ppdet.engine INFO: Epoch: [4] [17000/54024] learning_rate: 0.000100 loss_class: 0.733335 loss_bbox: 0.122888 loss_giou: 0.565680 loss_class_aux: 4.530948 loss_bbox_aux: 0.794048 loss_giou_aux: 3.575903 loss_class_dn: 0.374819 loss_bbox_dn: 0.125881 loss_giou_dn: 0.464177 loss_class_aux_dn: 2.012360 loss_bbox_aux_dn: 0.752940 loss_giou_aux_dn: 2.577641 loss: 16.795369 eta: 37 days, 1:47:12 batch_cost: 0.8132 data_cost: 0.0206 ips: 9.8372 images/s [07/22 05:44:21] ppdet.engine INFO: Epoch: [4] [17100/54024] learning_rate: 0.000100 loss_class: 0.693714 loss_bbox: 0.112084 loss_giou: 0.498877 loss_class_aux: 4.333051 loss_bbox_aux: 0.764456 loss_giou_aux: 3.140665 loss_class_dn: 0.337699 loss_bbox_dn: 0.119779 loss_giou_dn: 0.405748 loss_class_aux_dn: 1.830999 loss_bbox_aux_dn: 0.698754 loss_giou_aux_dn: 2.265890 loss: 15.413667 eta: 37 days, 1:47:10 batch_cost: 0.8927 data_cost: 0.0010 ips: 8.9617 images/s [07/22 05:45:49] ppdet.engine INFO: Epoch: [4] [17200/54024] learning_rate: 0.000100 loss_class: 0.725478 loss_bbox: 0.119889 loss_giou: 0.532758 loss_class_aux: 4.532093 loss_bbox_aux: 0.793355 loss_giou_aux: 3.380569 loss_class_dn: 0.365891 loss_bbox_dn: 0.124866 loss_giou_dn: 0.437046 loss_class_aux_dn: 1.957767 loss_bbox_aux_dn: 0.742475 loss_giou_aux_dn: 2.429737 loss: 16.098084 eta: 37 days, 1:41:50 batch_cost: 0.8307 data_cost: 0.0015 ips: 9.6301 images/s [07/22 05:47:19] ppdet.engine INFO: Epoch: [4] [17300/54024] learning_rate: 0.000100 loss_class: 0.732280 loss_bbox: 0.120268 loss_giou: 0.547415 loss_class_aux: 4.547639 loss_bbox_aux: 0.760607 loss_giou_aux: 3.394517 loss_class_dn: 0.378680 loss_bbox_dn: 0.114920 loss_giou_dn: 0.431508 loss_class_aux_dn: 2.031990 loss_bbox_aux_dn: 0.702121 loss_giou_aux_dn: 2.427628 loss: 16.306062 eta: 37 days, 1:38:43 batch_cost: 0.8566 data_cost: 0.0150 ips: 9.3395 images/s [07/22 05:48:51] ppdet.engine INFO: Epoch: [4] [17400/54024] learning_rate: 0.000100 loss_class: 0.691039 loss_bbox: 0.114021 loss_giou: 0.516493 loss_class_aux: 4.351086 loss_bbox_aux: 0.757066 loss_giou_aux: 3.224127 loss_class_dn: 0.348905 loss_bbox_dn: 0.121193 loss_giou_dn: 0.432428 loss_class_aux_dn: 1.899603 loss_bbox_aux_dn: 0.713008 loss_giou_aux_dn: 2.430932 loss: 16.040307 eta: 37 days, 1:36:13 batch_cost: 0.8638 data_cost: 0.0653 ips: 9.2610 images/s [07/22 05:50:18] ppdet.engine INFO: Epoch: [4] [17500/54024] learning_rate: 0.000100 loss_class: 0.683345 loss_bbox: 0.123569 loss_giou: 0.527917 loss_class_aux: 4.292448 loss_bbox_aux: 0.812081 loss_giou_aux: 3.312243 loss_class_dn: 0.358408 loss_bbox_dn: 0.126673 loss_giou_dn: 0.424856 loss_class_aux_dn: 1.918594 loss_bbox_aux_dn: 0.749466 loss_giou_aux_dn: 2.411397 loss: 16.212618 eta: 37 days, 1:30:48 batch_cost: 0.8293 data_cost: 0.0113 ips: 9.6463 images/s [07/22 05:51:46] ppdet.engine INFO: Epoch: [4] [17600/54024] learning_rate: 0.000100 loss_class: 0.731902 loss_bbox: 0.126293 loss_giou: 0.581713 loss_class_aux: 4.536278 loss_bbox_aux: 0.815776 loss_giou_aux: 3.594086 loss_class_dn: 0.374024 loss_bbox_dn: 0.125073 loss_giou_dn: 0.463348 loss_class_aux_dn: 1.997208 loss_bbox_aux_dn: 0.731778 loss_giou_aux_dn: 2.609455 loss: 17.411052 eta: 37 days, 1:25:18 batch_cost: 0.8285 data_cost: 0.0010 ips: 9.6560 images/s [07/22 05:53:14] ppdet.engine INFO: Epoch: [4] [17700/54024] learning_rate: 0.000100 loss_class: 0.682682 loss_bbox: 0.115010 loss_giou: 0.493204 loss_class_aux: 4.218750 loss_bbox_aux: 0.747822 loss_giou_aux: 3.106636 loss_class_dn: 0.346890 loss_bbox_dn: 0.116608 loss_giou_dn: 0.400877 loss_class_aux_dn: 1.871805 loss_bbox_aux_dn: 0.713494 loss_giou_aux_dn: 2.227086 loss: 15.085192 eta: 37 days, 1:20:44 batch_cost: 0.8392 data_cost: 0.0441 ips: 9.5330 images/s [07/22 05:54:45] ppdet.engine INFO: Epoch: [4] [17800/54024] learning_rate: 0.000100 loss_class: 0.686004 loss_bbox: 0.120612 loss_giou: 0.485960 loss_class_aux: 4.233452 loss_bbox_aux: 0.781499 loss_giou_aux: 3.032691 loss_class_dn: 0.348451 loss_bbox_dn: 0.124493 loss_giou_dn: 0.405115 loss_class_aux_dn: 1.903236 loss_bbox_aux_dn: 0.762326 loss_giou_aux_dn: 2.262028 loss: 15.518772 eta: 37 days, 1:17:57 batch_cost: 0.8601 data_cost: 0.0125 ips: 9.3009 images/s [07/22 05:56:09] ppdet.engine INFO: Epoch: [4] [17900/54024] learning_rate: 0.000100 loss_class: 0.672277 loss_bbox: 0.117335 loss_giou: 0.506580 loss_class_aux: 4.203902 loss_bbox_aux: 0.788318 loss_giou_aux: 3.174937 loss_class_dn: 0.348942 loss_bbox_dn: 0.114477 loss_giou_dn: 0.411182 loss_class_aux_dn: 1.848163 loss_bbox_aux_dn: 0.685760 loss_giou_aux_dn: 2.312392 loss: 15.156722 eta: 37 days, 1:10:25 batch_cost: 0.8039 data_cost: 0.0257 ips: 9.9518 images/s [07/22 05:57:42] ppdet.engine INFO: Epoch: [4] [18000/54024] learning_rate: 0.000100 loss_class: 0.712223 loss_bbox: 0.121798 loss_giou: 0.550847 loss_class_aux: 4.406184 loss_bbox_aux: 0.804261 loss_giou_aux: 3.489748 loss_class_dn: 0.366913 loss_bbox_dn: 0.119687 loss_giou_dn: 0.453810 loss_class_aux_dn: 1.936996 loss_bbox_aux_dn: 0.753349 loss_giou_aux_dn: 2.510007 loss: 16.225498 eta: 37 days, 1:09:44 batch_cost: 0.8849 data_cost: 0.0532 ips: 9.0404 images/s [07/22 05:59:08] ppdet.engine INFO: Epoch: [4] [18100/54024] learning_rate: 0.000100 loss_class: 0.757320 loss_bbox: 0.128260 loss_giou: 0.573065 loss_class_aux: 4.757045 loss_bbox_aux: 0.818644 loss_giou_aux: 3.602118 loss_class_dn: 0.395970 loss_bbox_dn: 0.130643 loss_giou_dn: 0.462759 loss_class_aux_dn: 2.109460 loss_bbox_aux_dn: 0.762010 loss_giou_aux_dn: 2.591860 loss: 17.404503 eta: 37 days, 1:03:03 batch_cost: 0.8138 data_cost: 0.0384 ips: 9.8307 images/s [07/22 06:00:35] ppdet.engine INFO: Epoch: [4] [18200/54024] learning_rate: 0.000100 loss_class: 0.738006 loss_bbox: 0.125578 loss_giou: 0.506754 loss_class_aux: 4.567064 loss_bbox_aux: 0.817879 loss_giou_aux: 3.255966 loss_class_dn: 0.364481 loss_bbox_dn: 0.121841 loss_giou_dn: 0.434622 loss_class_aux_dn: 1.953439 loss_bbox_aux_dn: 0.741199 loss_giou_aux_dn: 2.489253 loss: 16.477489 eta: 37 days, 0:57:00 batch_cost: 0.8210 data_cost: 0.0219 ips: 9.7439 images/s [07/22 06:02:11] ppdet.engine INFO: Epoch: [4] [18300/54024] learning_rate: 0.000100 loss_class: 0.684754 loss_bbox: 0.118918 loss_giou: 0.542881 loss_class_aux: 4.252814 loss_bbox_aux: 0.778979 loss_giou_aux: 3.382986 loss_class_dn: 0.349445 loss_bbox_dn: 0.120106 loss_giou_dn: 0.440755 loss_class_aux_dn: 1.900456 loss_bbox_aux_dn: 0.758279 loss_giou_aux_dn: 2.505615 loss: 16.292698 eta: 37 days, 0:59:13 batch_cost: 0.9191 data_cost: 0.0397 ips: 8.7042 images/s [07/22 06:03:40] ppdet.engine INFO: Epoch: [4] [18400/54024] learning_rate: 0.000100 loss_class: 0.722706 loss_bbox: 0.120842 loss_giou: 0.545112 loss_class_aux: 4.439016 loss_bbox_aux: 0.784595 loss_giou_aux: 3.392180 loss_class_dn: 0.366425 loss_bbox_dn: 0.111406 loss_giou_dn: 0.434063 loss_class_aux_dn: 1.943336 loss_bbox_aux_dn: 0.665008 loss_giou_aux_dn: 2.478464 loss: 16.102953 eta: 37 days, 0:54:11 batch_cost: 0.8331 data_cost: 0.0119 ips: 9.6026 images/s [07/22 06:05:12] ppdet.engine INFO: Epoch: [4] [18500/54024] learning_rate: 0.000100 loss_class: 0.686162 loss_bbox: 0.121071 loss_giou: 0.519693 loss_class_aux: 4.287035 loss_bbox_aux: 0.795775 loss_giou_aux: 3.271207 loss_class_dn: 0.360303 loss_bbox_dn: 0.115131 loss_giou_dn: 0.428642 loss_class_aux_dn: 1.934763 loss_bbox_aux_dn: 0.719048 loss_giou_aux_dn: 2.388286 loss: 15.899559 eta: 37 days, 0:52:52 batch_cost: 0.8771 data_cost: 0.0010 ips: 9.1205 images/s [07/22 06:06:49] ppdet.engine INFO: Epoch: [4] [18600/54024] learning_rate: 0.000100 loss_class: 0.709141 loss_bbox: 0.119205 loss_giou: 0.529261 loss_class_aux: 4.385995 loss_bbox_aux: 0.784470 loss_giou_aux: 3.324472 loss_class_dn: 0.351680 loss_bbox_dn: 0.116751 loss_giou_dn: 0.429716 loss_class_aux_dn: 1.904323 loss_bbox_aux_dn: 0.686535 loss_giou_aux_dn: 2.417285 loss: 16.014519 eta: 37 days, 0:55:49 batch_cost: 0.9280 data_cost: 0.0439 ips: 8.6204 images/s [07/22 06:08:16] ppdet.engine INFO: Epoch: [4] [18700/54024] learning_rate: 0.000100 loss_class: 0.710584 loss_bbox: 0.123432 loss_giou: 0.517858 loss_class_aux: 4.484767 loss_bbox_aux: 0.801524 loss_giou_aux: 3.267740 loss_class_dn: 0.361317 loss_bbox_dn: 0.123064 loss_giou_dn: 0.431211 loss_class_aux_dn: 1.929661 loss_bbox_aux_dn: 0.729774 loss_giou_aux_dn: 2.398645 loss: 15.852993 eta: 37 days, 0:50:33 batch_cost: 0.8302 data_cost: 0.0165 ips: 9.6358 images/s [07/22 06:09:49] ppdet.engine INFO: Epoch: [4] [18800/54024] learning_rate: 0.000100 loss_class: 0.726559 loss_bbox: 0.120312 loss_giou: 0.533801 loss_class_aux: 4.471157 loss_bbox_aux: 0.800611 loss_giou_aux: 3.356692 loss_class_dn: 0.364727 loss_bbox_dn: 0.122498 loss_giou_dn: 0.458385 loss_class_aux_dn: 1.970587 loss_bbox_aux_dn: 0.748136 loss_giou_aux_dn: 2.562052 loss: 16.367626 eta: 37 days, 0:49:36 batch_cost: 0.8815 data_cost: 0.0495 ips: 9.0752 images/s [07/22 06:11:29] ppdet.engine INFO: Epoch: [4] [18900/54024] learning_rate: 0.000100 loss_class: 0.700480 loss_bbox: 0.118792 loss_giou: 0.496127 loss_class_aux: 4.348913 loss_bbox_aux: 0.752871 loss_giou_aux: 3.093592 loss_class_dn: 0.348789 loss_bbox_dn: 0.110158 loss_giou_dn: 0.408662 loss_class_aux_dn: 1.871653 loss_bbox_aux_dn: 0.665937 loss_giou_aux_dn: 2.352353 loss: 16.023122 eta: 37 days, 0:54:26 batch_cost: 0.9507 data_cost: 0.0087 ips: 8.4145 images/s [07/22 06:13:08] ppdet.engine INFO: Epoch: [4] [19000/54024] learning_rate: 0.000100 loss_class: 0.701276 loss_bbox: 0.120078 loss_giou: 0.534940 loss_class_aux: 4.410092 loss_bbox_aux: 0.788367 loss_giou_aux: 3.315198 loss_class_dn: 0.360257 loss_bbox_dn: 0.119969 loss_giou_dn: 0.429328 loss_class_aux_dn: 1.927841 loss_bbox_aux_dn: 0.710302 loss_giou_aux_dn: 2.432990 loss: 16.054255 eta: 37 days, 0:58:39 batch_cost: 0.9436 data_cost: 0.0248 ips: 8.4782 images/s [07/22 06:14:59] ppdet.engine INFO: Epoch: [4] [19100/54024] learning_rate: 0.000100 loss_class: 0.665499 loss_bbox: 0.123867 loss_giou: 0.569440 loss_class_aux: 4.214764 loss_bbox_aux: 0.801038 loss_giou_aux: 3.611782 loss_class_dn: 0.368114 loss_bbox_dn: 0.114422 loss_giou_dn: 0.431148 loss_class_aux_dn: 1.986423 loss_bbox_aux_dn: 0.710961 loss_giou_aux_dn: 2.416909 loss: 16.012216 eta: 37 days, 1:13:22 batch_cost: 1.0699 data_cost: 0.2494 ips: 7.4770 images/s [07/22 06:16:41] ppdet.engine INFO: Epoch: [4] [19200/54024] learning_rate: 0.000100 loss_class: 0.670182 loss_bbox: 0.115436 loss_giou: 0.494236 loss_class_aux: 4.154567 loss_bbox_aux: 0.741387 loss_giou_aux: 3.104577 loss_class_dn: 0.344135 loss_bbox_dn: 0.114863 loss_giou_dn: 0.403909 loss_class_aux_dn: 1.870163 loss_bbox_aux_dn: 0.690275 loss_giou_aux_dn: 2.278249 loss: 15.609715 eta: 37 days, 1:19:32 batch_cost: 0.9677 data_cost: 0.0184 ips: 8.2673 images/s [07/22 06:18:04] ppdet.engine INFO: Epoch: [4] [19300/54024] learning_rate: 0.000100 loss_class: 0.686198 loss_bbox: 0.127357 loss_giou: 0.517883 loss_class_aux: 4.196832 loss_bbox_aux: 0.817898 loss_giou_aux: 3.220016 loss_class_dn: 0.356409 loss_bbox_dn: 0.123096 loss_giou_dn: 0.410529 loss_class_aux_dn: 1.937982 loss_bbox_aux_dn: 0.754017 loss_giou_aux_dn: 2.288538 loss: 15.724073 eta: 37 days, 1:11:15 batch_cost: 0.7939 data_cost: 0.0010 ips: 10.0773 images/s [07/22 06:19:42] ppdet.engine INFO: Epoch: [4] [19400/54024] learning_rate: 0.000100 loss_class: 0.747815 loss_bbox: 0.121316 loss_giou: 0.522445 loss_class_aux: 4.601574 loss_bbox_aux: 0.779953 loss_giou_aux: 3.317487 loss_class_dn: 0.377477 loss_bbox_dn: 0.121002 loss_giou_dn: 0.439412 loss_class_aux_dn: 2.027518 loss_bbox_aux_dn: 0.749609 loss_giou_aux_dn: 2.455160 loss: 16.641484 eta: 37 days, 1:14:37 batch_cost: 0.9343 data_cost: 0.1316 ips: 8.5624 images/s [07/22 06:21:18] ppdet.engine INFO: Epoch: [4] [19500/54024] learning_rate: 0.000100 loss_class: 0.769736 loss_bbox: 0.127284 loss_giou: 0.510883 loss_class_aux: 4.788637 loss_bbox_aux: 0.827300 loss_giou_aux: 3.292198 loss_class_dn: 0.377965 loss_bbox_dn: 0.131261 loss_giou_dn: 0.444148 loss_class_aux_dn: 2.054749 loss_bbox_aux_dn: 0.789021 loss_giou_aux_dn: 2.519175 loss: 17.095517 eta: 37 days, 1:16:30 batch_cost: 0.9164 data_cost: 0.0924 ips: 8.7302 images/s [07/22 06:23:02] ppdet.engine INFO: Epoch: [4] [19600/54024] learning_rate: 0.000100 loss_class: 0.710916 loss_bbox: 0.113890 loss_giou: 0.506105 loss_class_aux: 4.380656 loss_bbox_aux: 0.736618 loss_giou_aux: 3.150042 loss_class_dn: 0.355397 loss_bbox_dn: 0.112695 loss_giou_dn: 0.409009 loss_class_aux_dn: 1.939217 loss_bbox_aux_dn: 0.698006 loss_giou_aux_dn: 2.286625 loss: 15.567596 eta: 37 days, 1:24:45 batch_cost: 0.9935 data_cost: 0.0010 ips: 8.0527 images/s [07/22 06:24:46] ppdet.engine INFO: Epoch: [4] [19700/54024] learning_rate: 0.000100 loss_class: 0.714064 loss_bbox: 0.118546 loss_giou: 0.491009 loss_class_aux: 4.439434 loss_bbox_aux: 0.782154 loss_giou_aux: 3.135770 loss_class_dn: 0.361498 loss_bbox_dn: 0.122609 loss_giou_dn: 0.413820 loss_class_aux_dn: 1.940668 loss_bbox_aux_dn: 0.740914 loss_giou_aux_dn: 2.348732 loss: 16.203097 eta: 37 days, 1:32:39 batch_cost: 0.9896 data_cost: 0.0421 ips: 8.0844 images/s [07/22 06:26:36] ppdet.engine INFO: Epoch: [4] [19800/54024] learning_rate: 0.000100 loss_class: 0.691468 loss_bbox: 0.118774 loss_giou: 0.524132 loss_class_aux: 4.349738 loss_bbox_aux: 0.788268 loss_giou_aux: 3.251366 loss_class_dn: 0.370737 loss_bbox_dn: 0.127647 loss_giou_dn: 0.414544 loss_class_aux_dn: 1.974926 loss_bbox_aux_dn: 0.740947 loss_giou_aux_dn: 2.361791 loss: 16.164988 eta: 37 days, 1:46:03 batch_cost: 1.0565 data_cost: 0.0281 ips: 7.5719 images/s [07/22 06:27:59] ppdet.engine INFO: Epoch: [4] [19900/54024] learning_rate: 0.000100 loss_class: 0.729189 loss_bbox: 0.123894 loss_giou: 0.512021 loss_class_aux: 4.541501 loss_bbox_aux: 0.783763 loss_giou_aux: 3.249842 loss_class_dn: 0.370285 loss_bbox_dn: 0.129390 loss_giou_dn: 0.415613 loss_class_aux_dn: 1.992317 loss_bbox_aux_dn: 0.769533 loss_giou_aux_dn: 2.340858 loss: 16.520817 eta: 37 days, 1:37:04 batch_cost: 0.7853 data_cost: 0.0012 ips: 10.1867 images/s [07/22 06:29:46] ppdet.engine INFO: Epoch: [4] [20000/54024] learning_rate: 0.000100 loss_class: 0.722047 loss_bbox: 0.116336 loss_giou: 0.507215 loss_class_aux: 4.487464 loss_bbox_aux: 0.761904 loss_giou_aux: 3.166461 loss_class_dn: 0.360328 loss_bbox_dn: 0.110934 loss_giou_dn: 0.419568 loss_class_aux_dn: 1.919394 loss_bbox_aux_dn: 0.688458 loss_giou_aux_dn: 2.355088 loss: 15.496396 eta: 37 days, 1:47:35 batch_cost: 1.0223 data_cost: 0.1463 ips: 7.8257 images/s [07/22 06:31:22] ppdet.engine INFO: Epoch: [4] [20100/54024] learning_rate: 0.000100 loss_class: 0.716875 loss_bbox: 0.115375 loss_giou: 0.509886 loss_class_aux: 4.434990 loss_bbox_aux: 0.747504 loss_giou_aux: 3.186675 loss_class_dn: 0.359876 loss_bbox_dn: 0.113682 loss_giou_dn: 0.419128 loss_class_aux_dn: 1.938181 loss_bbox_aux_dn: 0.677545 loss_giou_aux_dn: 2.337999 loss: 15.825087 eta: 37 days, 1:49:49 batch_cost: 0.9217 data_cost: 0.0070 ips: 8.6799 images/s [07/22 06:32:59] ppdet.engine INFO: Epoch: [4] [20200/54024] learning_rate: 0.000100 loss_class: 0.680839 loss_bbox: 0.119800 loss_giou: 0.486553 loss_class_aux: 4.264725 loss_bbox_aux: 0.783249 loss_giou_aux: 3.055609 loss_class_dn: 0.343589 loss_bbox_dn: 0.120649 loss_giou_dn: 0.393659 loss_class_aux_dn: 1.871480 loss_bbox_aux_dn: 0.729221 loss_giou_aux_dn: 2.205592 loss: 15.133460 eta: 37 days, 1:52:15 batch_cost: 0.9243 data_cost: 0.0707 ips: 8.6557 images/s [07/22 06:34:39] ppdet.engine INFO: Epoch: [4] [20300/54024] learning_rate: 0.000100 loss_class: 0.692964 loss_bbox: 0.118840 loss_giou: 0.522366 loss_class_aux: 4.287958 loss_bbox_aux: 0.782840 loss_giou_aux: 3.284955 loss_class_dn: 0.344144 loss_bbox_dn: 0.121046 loss_giou_dn: 0.429435 loss_class_aux_dn: 1.842126 loss_bbox_aux_dn: 0.710353 loss_giou_aux_dn: 2.390990 loss: 15.678609 eta: 37 days, 1:57:02 batch_cost: 0.9531 data_cost: 0.0748 ips: 8.3937 images/s [07/22 06:36:10] ppdet.engine INFO: Epoch: [4] [20400/54024] learning_rate: 0.000100 loss_class: 0.734346 loss_bbox: 0.117350 loss_giou: 0.525291 loss_class_aux: 4.586732 loss_bbox_aux: 0.763408 loss_giou_aux: 3.317148 loss_class_dn: 0.378194 loss_bbox_dn: 0.123510 loss_giou_dn: 0.435865 loss_class_aux_dn: 2.003824 loss_bbox_aux_dn: 0.747198 loss_giou_aux_dn: 2.470349 loss: 16.713919 eta: 37 days, 1:54:19 batch_cost: 0.8617 data_cost: 0.0029 ips: 9.2845 images/s [07/22 06:37:37] ppdet.engine INFO: Epoch: [4] [20500/54024] learning_rate: 0.000100 loss_class: 0.685415 loss_bbox: 0.119854 loss_giou: 0.502406 loss_class_aux: 4.287582 loss_bbox_aux: 0.773790 loss_giou_aux: 3.195649 loss_class_dn: 0.356063 loss_bbox_dn: 0.118089 loss_giou_dn: 0.412995 loss_class_aux_dn: 1.951666 loss_bbox_aux_dn: 0.691599 loss_giou_aux_dn: 2.285708 loss: 15.740711 eta: 37 days, 1:48:50 batch_cost: 0.8277 data_cost: 0.0010 ips: 9.6650 images/s [07/22 06:39:15] ppdet.engine INFO: Epoch: [4] [20600/54024] learning_rate: 0.000100 loss_class: 0.737359 loss_bbox: 0.119490 loss_giou: 0.551094 loss_class_aux: 4.569037 loss_bbox_aux: 0.784029 loss_giou_aux: 3.470710 loss_class_dn: 0.374445 loss_bbox_dn: 0.123791 loss_giou_dn: 0.438101 loss_class_aux_dn: 2.012523 loss_bbox_aux_dn: 0.744508 loss_giou_aux_dn: 2.459879 loss: 16.383828 eta: 37 days, 1:51:58 batch_cost: 0.9331 data_cost: 0.0010 ips: 8.5734 images/s [07/22 06:40:45] ppdet.engine INFO: Epoch: [4] [20700/54024] learning_rate: 0.000100 loss_class: 0.677049 loss_bbox: 0.119131 loss_giou: 0.442446 loss_class_aux: 4.211380 loss_bbox_aux: 0.765824 loss_giou_aux: 2.716511 loss_class_dn: 0.343248 loss_bbox_dn: 0.126620 loss_giou_dn: 0.373296 loss_class_aux_dn: 1.844985 loss_bbox_aux_dn: 0.768759 loss_giou_aux_dn: 2.104305 loss: 15.085176 eta: 37 days, 1:48:34 batch_cost: 0.8532 data_cost: 0.0011 ips: 9.3767 images/s [07/22 06:42:23] ppdet.engine INFO: Epoch: [4] [20800/54024] learning_rate: 0.000100 loss_class: 0.715942 loss_bbox: 0.118146 loss_giou: 0.553261 loss_class_aux: 4.374630 loss_bbox_aux: 0.782818 loss_giou_aux: 3.485239 loss_class_dn: 0.355157 loss_bbox_dn: 0.120174 loss_giou_dn: 0.425806 loss_class_aux_dn: 1.938510 loss_bbox_aux_dn: 0.699983 loss_giou_aux_dn: 2.380714 loss: 16.098144 eta: 37 days, 1:50:57 batch_cost: 0.9242 data_cost: 0.0393 ips: 8.6563 images/s [07/22 06:43:56] ppdet.engine INFO: Epoch: [4] [20900/54024] learning_rate: 0.000100 loss_class: 0.711858 loss_bbox: 0.116949 loss_giou: 0.534633 loss_class_aux: 4.416569 loss_bbox_aux: 0.779213 loss_giou_aux: 3.281954 loss_class_dn: 0.359980 loss_bbox_dn: 0.126978 loss_giou_dn: 0.420924 loss_class_aux_dn: 1.930802 loss_bbox_aux_dn: 0.748669 loss_giou_aux_dn: 2.362120 loss: 15.908162 eta: 37 days, 1:50:35 batch_cost: 0.8904 data_cost: 0.0478 ips: 8.9847 images/s [07/22 06:45:31] ppdet.engine INFO: Epoch: [4] [21000/54024] learning_rate: 0.000100 loss_class: 0.757448 loss_bbox: 0.125046 loss_giou: 0.539517 loss_class_aux: 4.659949 loss_bbox_aux: 0.813749 loss_giou_aux: 3.419691 loss_class_dn: 0.378975 loss_bbox_dn: 0.129332 loss_giou_dn: 0.437442 loss_class_aux_dn: 2.018041 loss_bbox_aux_dn: 0.765154 loss_giou_aux_dn: 2.430702 loss: 16.746308 eta: 37 days, 1:50:30 batch_cost: 0.8940 data_cost: 0.0091 ips: 8.9488 images/s [07/22 06:47:04] ppdet.engine INFO: Epoch: [4] [21100/54024] learning_rate: 0.000100 loss_class: 0.682156 loss_bbox: 0.122288 loss_giou: 0.534969 loss_class_aux: 4.203014 loss_bbox_aux: 0.786401 loss_giou_aux: 3.379115 loss_class_dn: 0.353097 loss_bbox_dn: 0.115925 loss_giou_dn: 0.428223 loss_class_aux_dn: 1.856409 loss_bbox_aux_dn: 0.687240 loss_giou_aux_dn: 2.413517 loss: 15.646524 eta: 37 days, 1:49:21 batch_cost: 0.8808 data_cost: 0.0159 ips: 9.0821 images/s [07/22 06:48:37] ppdet.engine INFO: Epoch: [4] [21200/54024] learning_rate: 0.000100 loss_class: 0.723800 loss_bbox: 0.121204 loss_giou: 0.498067 loss_class_aux: 4.519048 loss_bbox_aux: 0.789706 loss_giou_aux: 3.091302 loss_class_dn: 0.355818 loss_bbox_dn: 0.130116 loss_giou_dn: 0.390229 loss_class_aux_dn: 1.918291 loss_bbox_aux_dn: 0.778928 loss_giou_aux_dn: 2.171733 loss: 15.548275 eta: 37 days, 1:47:42 batch_cost: 0.8747 data_cost: 0.0477 ips: 9.1463 images/s [07/22 06:50:02] ppdet.engine INFO: Epoch: [4] [21300/54024] learning_rate: 0.000100 loss_class: 0.693158 loss_bbox: 0.114538 loss_giou: 0.517850 loss_class_aux: 4.346203 loss_bbox_aux: 0.754888 loss_giou_aux: 3.234140 loss_class_dn: 0.352688 loss_bbox_dn: 0.119768 loss_giou_dn: 0.414078 loss_class_aux_dn: 1.879812 loss_bbox_aux_dn: 0.729814 loss_giou_aux_dn: 2.305620 loss: 15.686185 eta: 37 days, 1:40:03 batch_cost: 0.8005 data_cost: 0.0017 ips: 9.9933 images/s [07/22 06:51:36] ppdet.engine INFO: Epoch: [4] [21400/54024] learning_rate: 0.000100 loss_class: 0.721134 loss_bbox: 0.126065 loss_giou: 0.534086 loss_class_aux: 4.547935 loss_bbox_aux: 0.807963 loss_giou_aux: 3.371624 loss_class_dn: 0.362578 loss_bbox_dn: 0.133025 loss_giou_dn: 0.430954 loss_class_aux_dn: 1.945164 loss_bbox_aux_dn: 0.808759 loss_giou_aux_dn: 2.479496 loss: 16.687771 eta: 37 days, 1:39:47 batch_cost: 0.8917 data_cost: 0.0140 ips: 8.9714 images/s [07/22 06:53:28] ppdet.engine INFO: Epoch: [4] [21500/54024] learning_rate: 0.000100 loss_class: 0.670555 loss_bbox: 0.115501 loss_giou: 0.523141 loss_class_aux: 4.222879 loss_bbox_aux: 0.740540 loss_giou_aux: 3.362040 loss_class_dn: 0.354291 loss_bbox_dn: 0.108971 loss_giou_dn: 0.414853 loss_class_aux_dn: 1.879217 loss_bbox_aux_dn: 0.657209 loss_giou_aux_dn: 2.320401 loss: 15.607895 eta: 37 days, 1:54:11 batch_cost: 1.0737 data_cost: 0.0263 ips: 7.4511 images/s [07/22 06:55:17] ppdet.engine INFO: Epoch: [4] [21600/54024] learning_rate: 0.000100 loss_class: 0.692585 loss_bbox: 0.123091 loss_giou: 0.532009 loss_class_aux: 4.431907 loss_bbox_aux: 0.814969 loss_giou_aux: 3.332362 loss_class_dn: 0.364303 loss_bbox_dn: 0.127226 loss_giou_dn: 0.432559 loss_class_aux_dn: 1.969879 loss_bbox_aux_dn: 0.749969 loss_giou_aux_dn: 2.399800 loss: 16.245748 eta: 37 days, 2:05:28 batch_cost: 1.0356 data_cost: 0.0013 ips: 7.7249 images/s [07/22 06:57:19] ppdet.engine INFO: Epoch: [4] [21700/54024] learning_rate: 0.000100 loss_class: 0.688867 loss_bbox: 0.126671 loss_giou: 0.532037 loss_class_aux: 4.321411 loss_bbox_aux: 0.810541 loss_giou_aux: 3.300058 loss_class_dn: 0.363650 loss_bbox_dn: 0.114944 loss_giou_dn: 0.424534 loss_class_aux_dn: 1.958828 loss_bbox_aux_dn: 0.734687 loss_giou_aux_dn: 2.396355 loss: 16.411815 eta: 37 days, 2:27:42 batch_cost: 1.1721 data_cost: 0.0011 ips: 6.8251 images/s [07/22 06:59:09] ppdet.engine INFO: Epoch: [4] [21800/54024] learning_rate: 0.000100 loss_class: 0.732685 loss_bbox: 0.125674 loss_giou: 0.552784 loss_class_aux: 4.537325 loss_bbox_aux: 0.830011 loss_giou_aux: 3.481926 loss_class_dn: 0.381644 loss_bbox_dn: 0.124110 loss_giou_dn: 0.454624 loss_class_aux_dn: 2.032683 loss_bbox_aux_dn: 0.727861 loss_giou_aux_dn: 2.607499 loss: 16.836860 eta: 37 days, 2:40:32 batch_cost: 1.0560 data_cost: 0.0010 ips: 7.5760 images/s [07/22 07:00:56] ppdet.engine INFO: Epoch: [4] [21900/54024] learning_rate: 0.000100 loss_class: 0.666047 loss_bbox: 0.112487 loss_giou: 0.508292 loss_class_aux: 4.116887 loss_bbox_aux: 0.735646 loss_giou_aux: 3.187526 loss_class_dn: 0.349597 loss_bbox_dn: 0.114745 loss_giou_dn: 0.421028 loss_class_aux_dn: 1.868436 loss_bbox_aux_dn: 0.692255 loss_giou_aux_dn: 2.332968 loss: 15.121507 eta: 37 days, 2:50:21 batch_cost: 1.0188 data_cost: 0.0607 ips: 7.8527 images/s [07/22 07:02:25] ppdet.engine INFO: Epoch: [4] [22000/54024] learning_rate: 0.000100 loss_class: 0.679406 loss_bbox: 0.121922 loss_giou: 0.509444 loss_class_aux: 4.257939 loss_bbox_aux: 0.784056 loss_giou_aux: 3.173615 loss_class_dn: 0.345517 loss_bbox_dn: 0.123080 loss_giou_dn: 0.420272 loss_class_aux_dn: 1.893278 loss_bbox_aux_dn: 0.753709 loss_giou_aux_dn: 2.376493 loss: 15.766418 eta: 37 days, 2:46:22 batch_cost: 0.8467 data_cost: 0.0060 ips: 9.4484 images/s [07/22 07:04:05] ppdet.engine INFO: Epoch: [4] [22100/54024] learning_rate: 0.000100 loss_class: 0.720381 loss_bbox: 0.119857 loss_giou: 0.537158 loss_class_aux: 4.436755 loss_bbox_aux: 0.783989 loss_giou_aux: 3.351487 loss_class_dn: 0.369380 loss_bbox_dn: 0.122266 loss_giou_dn: 0.435036 loss_class_aux_dn: 1.955318 loss_bbox_aux_dn: 0.766362 loss_giou_aux_dn: 2.466861 loss: 16.570498 eta: 37 days, 2:50:04 batch_cost: 0.9429 data_cost: 0.0017 ips: 8.4848 images/s [07/22 07:05:33] ppdet.engine INFO: Epoch: [4] [22200/54024] learning_rate: 0.000100 loss_class: 0.700337 loss_bbox: 0.115300 loss_giou: 0.549667 loss_class_aux: 4.385480 loss_bbox_aux: 0.763840 loss_giou_aux: 3.381113 loss_class_dn: 0.362215 loss_bbox_dn: 0.116092 loss_giou_dn: 0.421690 loss_class_aux_dn: 1.947855 loss_bbox_aux_dn: 0.697576 loss_giou_aux_dn: 2.371622 loss: 15.682987 eta: 37 days, 2:45:11 batch_cost: 0.8353 data_cost: 0.0011 ips: 9.5768 images/s [07/22 07:07:11] ppdet.engine INFO: Epoch: [4] [22300/54024] learning_rate: 0.000100 loss_class: 0.698305 loss_bbox: 0.112295 loss_giou: 0.470230 loss_class_aux: 4.332793 loss_bbox_aux: 0.740244 loss_giou_aux: 2.943492 loss_class_dn: 0.339786 loss_bbox_dn: 0.116517 loss_giou_dn: 0.377841 loss_class_aux_dn: 1.865658 loss_bbox_aux_dn: 0.718713 loss_giou_aux_dn: 2.153964 loss: 14.735950 eta: 37 days, 2:47:24 batch_cost: 0.9244 data_cost: 0.0010 ips: 8.6545 images/s [07/22 07:09:03] ppdet.engine INFO: Epoch: [4] [22400/54024] learning_rate: 0.000100 loss_class: 0.664939 loss_bbox: 0.112677 loss_giou: 0.508240 loss_class_aux: 4.190840 loss_bbox_aux: 0.754183 loss_giou_aux: 3.185651 loss_class_dn: 0.337530 loss_bbox_dn: 0.115559 loss_giou_dn: 0.410370 loss_class_aux_dn: 1.826879 loss_bbox_aux_dn: 0.715324 loss_giou_aux_dn: 2.307455 loss: 15.320414 eta: 37 days, 3:01:06 batch_cost: 1.0688 data_cost: 0.0011 ips: 7.4848 images/s [07/22 07:10:38] ppdet.engine INFO: Epoch: [4] [22500/54024] learning_rate: 0.000100 loss_class: 0.756159 loss_bbox: 0.130027 loss_giou: 0.563083 loss_class_aux: 4.706059 loss_bbox_aux: 0.846980 loss_giou_aux: 3.513280 loss_class_dn: 0.385871 loss_bbox_dn: 0.128639 loss_giou_dn: 0.467080 loss_class_aux_dn: 2.056699 loss_bbox_aux_dn: 0.773642 loss_giou_aux_dn: 2.635605 loss: 17.421556 eta: 37 days, 3:01:33 batch_cost: 0.9025 data_cost: 0.0036 ips: 8.8641 images/s [07/22 07:12:08] ppdet.engine INFO: Epoch: [4] [22600/54024] learning_rate: 0.000100 loss_class: 0.680476 loss_bbox: 0.118754 loss_giou: 0.490635 loss_class_aux: 4.331999 loss_bbox_aux: 0.767696 loss_giou_aux: 3.119240 loss_class_dn: 0.349029 loss_bbox_dn: 0.119935 loss_giou_dn: 0.404446 loss_class_aux_dn: 1.886352 loss_bbox_aux_dn: 0.720524 loss_giou_aux_dn: 2.260287 loss: 15.558663 eta: 37 days, 2:57:54 batch_cost: 0.8509 data_cost: 0.0010 ips: 9.4015 images/s [07/22 07:13:50] ppdet.engine INFO: Epoch: [4] [22700/54024] learning_rate: 0.000100 loss_class: 0.719325 loss_bbox: 0.124780 loss_giou: 0.564357 loss_class_aux: 4.554252 loss_bbox_aux: 0.854019 loss_giou_aux: 3.504120 loss_class_dn: 0.374053 loss_bbox_dn: 0.124609 loss_giou_dn: 0.439238 loss_class_aux_dn: 2.027744 loss_bbox_aux_dn: 0.748189 loss_giou_aux_dn: 2.430470 loss: 16.729401 eta: 37 days, 3:03:42 batch_cost: 0.9702 data_cost: 0.0275 ips: 8.2459 images/s [07/22 07:15:26] ppdet.engine INFO: Epoch: [4] [22800/54024] learning_rate: 0.000100 loss_class: 0.724726 loss_bbox: 0.122106 loss_giou: 0.543838 loss_class_aux: 4.596018 loss_bbox_aux: 0.776737 loss_giou_aux: 3.390373 loss_class_dn: 0.364062 loss_bbox_dn: 0.114285 loss_giou_dn: 0.432516 loss_class_aux_dn: 1.937730 loss_bbox_aux_dn: 0.732218 loss_giou_aux_dn: 2.437011 loss: 16.093870 eta: 37 days, 3:05:26 batch_cost: 0.9191 data_cost: 0.0790 ips: 8.7040 images/s [07/22 07:17:04] ppdet.engine INFO: Epoch: [4] [22900/54024] learning_rate: 0.000100 loss_class: 0.686531 loss_bbox: 0.120774 loss_giou: 0.506829 loss_class_aux: 4.263638 loss_bbox_aux: 0.790417 loss_giou_aux: 3.195679 loss_class_dn: 0.351437 loss_bbox_dn: 0.118102 loss_giou_dn: 0.411820 loss_class_aux_dn: 1.876525 loss_bbox_aux_dn: 0.706121 loss_giou_aux_dn: 2.291160 loss: 15.605626 eta: 37 days, 3:07:45 batch_cost: 0.9264 data_cost: 0.0374 ips: 8.6355 images/s [07/22 07:18:42] ppdet.engine INFO: Epoch: [4] [23000/54024] learning_rate: 0.000100 loss_class: 0.736231 loss_bbox: 0.125186 loss_giou: 0.561101 loss_class_aux: 4.553996 loss_bbox_aux: 0.834739 loss_giou_aux: 3.512182 loss_class_dn: 0.375838 loss_bbox_dn: 0.117736 loss_giou_dn: 0.453701 loss_class_aux_dn: 2.030582 loss_bbox_aux_dn: 0.723105 loss_giou_aux_dn: 2.543892 loss: 16.907660 eta: 37 days, 3:10:22 batch_cost: 0.9304 data_cost: 0.0012 ips: 8.5982 images/s [07/22 07:20:13] ppdet.engine INFO: Epoch: [4] [23100/54024] learning_rate: 0.000100 loss_class: 0.703812 loss_bbox: 0.124845 loss_giou: 0.527879 loss_class_aux: 4.401628 loss_bbox_aux: 0.801426 loss_giou_aux: 3.288917 loss_class_dn: 0.351886 loss_bbox_dn: 0.117504 loss_giou_dn: 0.408279 loss_class_aux_dn: 1.865385 loss_bbox_aux_dn: 0.731406 loss_giou_aux_dn: 2.321560 loss: 15.319260 eta: 37 days, 3:06:49 batch_cost: 0.8523 data_cost: 0.0051 ips: 9.3860 images/s [07/22 07:21:54] ppdet.engine INFO: Epoch: [4] [23200/54024] learning_rate: 0.000100 loss_class: 0.728069 loss_bbox: 0.130765 loss_giou: 0.570821 loss_class_aux: 4.659831 loss_bbox_aux: 0.845163 loss_giou_aux: 3.592911 loss_class_dn: 0.394753 loss_bbox_dn: 0.129108 loss_giou_dn: 0.451478 loss_class_aux_dn: 2.110450 loss_bbox_aux_dn: 0.787446 loss_giou_aux_dn: 2.527701 loss: 17.590282 eta: 37 days, 3:11:38 batch_cost: 0.9586 data_cost: 0.0148 ips: 8.3455 images/s [07/22 07:23:50] ppdet.engine INFO: Epoch: [4] [23300/54024] learning_rate: 0.000100 loss_class: 0.696941 loss_bbox: 0.127317 loss_giou: 0.552708 loss_class_aux: 4.412772 loss_bbox_aux: 0.837552 loss_giou_aux: 3.459021 loss_class_dn: 0.361969 loss_bbox_dn: 0.115763 loss_giou_dn: 0.404739 loss_class_aux_dn: 1.928095 loss_bbox_aux_dn: 0.707929 loss_giou_aux_dn: 2.281833 loss: 15.855772 eta: 37 days, 3:28:17 batch_cost: 1.1090 data_cost: 0.0018 ips: 7.2137 images/s [07/22 07:25:31] ppdet.engine INFO: Epoch: [4] [23400/54024] learning_rate: 0.000100 loss_class: 0.719766 loss_bbox: 0.120217 loss_giou: 0.522612 loss_class_aux: 4.413800 loss_bbox_aux: 0.813354 loss_giou_aux: 3.329298 loss_class_dn: 0.371756 loss_bbox_dn: 0.112945 loss_giou_dn: 0.434347 loss_class_aux_dn: 1.964623 loss_bbox_aux_dn: 0.699925 loss_giou_aux_dn: 2.406642 loss: 16.380974 eta: 37 days, 3:33:05 batch_cost: 0.9590 data_cost: 0.0011 ips: 8.3423 images/s [07/22 07:27:04] ppdet.engine INFO: Epoch: [4] [23500/54024] learning_rate: 0.000100 loss_class: 0.689868 loss_bbox: 0.108729 loss_giou: 0.479012 loss_class_aux: 4.327491 loss_bbox_aux: 0.713786 loss_giou_aux: 3.003317 loss_class_dn: 0.346096 loss_bbox_dn: 0.106299 loss_giou_dn: 0.408446 loss_class_aux_dn: 1.864600 loss_bbox_aux_dn: 0.644346 loss_giou_aux_dn: 2.278482 loss: 15.383381 eta: 37 days, 3:31:57 batch_cost: 0.8836 data_cost: 0.0374 ips: 9.0539 images/s [07/22 07:28:40] ppdet.engine INFO: Epoch: [4] [23600/54024] learning_rate: 0.000100 loss_class: 0.686544 loss_bbox: 0.120630 loss_giou: 0.480075 loss_class_aux: 4.277128 loss_bbox_aux: 0.766967 loss_giou_aux: 3.010041 loss_class_dn: 0.346288 loss_bbox_dn: 0.116417 loss_giou_dn: 0.397906 loss_class_aux_dn: 1.835369 loss_bbox_aux_dn: 0.705519 loss_giou_aux_dn: 2.256582 loss: 15.163766 eta: 37 days, 3:32:42 batch_cost: 0.9074 data_cost: 0.0010 ips: 8.8164 images/s [07/22 07:30:19] ppdet.engine INFO: Epoch: [4] [23700/54024] learning_rate: 0.000100 loss_class: 0.758843 loss_bbox: 0.130631 loss_giou: 0.536538 loss_class_aux: 4.708244 loss_bbox_aux: 0.870408 loss_giou_aux: 3.407442 loss_class_dn: 0.378021 loss_bbox_dn: 0.123013 loss_giou_dn: 0.436898 loss_class_aux_dn: 2.059181 loss_bbox_aux_dn: 0.726000 loss_giou_aux_dn: 2.492802 loss: 16.835062 eta: 37 days, 3:35:50 batch_cost: 0.9382 data_cost: 0.0336 ips: 8.5268 images/s [07/22 07:32:04] ppdet.engine INFO: Epoch: [4] [23800/54024] learning_rate: 0.000100 loss_class: 0.706741 loss_bbox: 0.117545 loss_giou: 0.493790 loss_class_aux: 4.440042 loss_bbox_aux: 0.775215 loss_giou_aux: 3.162284 loss_class_dn: 0.346411 loss_bbox_dn: 0.119155 loss_giou_dn: 0.400309 loss_class_aux_dn: 1.886957 loss_bbox_aux_dn: 0.740453 loss_giou_aux_dn: 2.276747 loss: 15.840247 eta: 37 days, 3:44:09 batch_cost: 1.0045 data_cost: 0.0011 ips: 7.9641 images/s [07/22 07:33:35] ppdet.engine INFO: Epoch: [4] [23900/54024] learning_rate: 0.000100 loss_class: 0.687507 loss_bbox: 0.107433 loss_giou: 0.485679 loss_class_aux: 4.253139 loss_bbox_aux: 0.701921 loss_giou_aux: 3.122068 loss_class_dn: 0.337618 loss_bbox_dn: 0.118857 loss_giou_dn: 0.387765 loss_class_aux_dn: 1.822143 loss_bbox_aux_dn: 0.715962 loss_giou_aux_dn: 2.173645 loss: 14.754639 eta: 37 days, 3:41:02 batch_cost: 0.8584 data_cost: 0.0014 ips: 9.3192 images/s [07/22 07:35:12] ppdet.engine INFO: Epoch: [4] [24000/54024] learning_rate: 0.000100 loss_class: 0.719034 loss_bbox: 0.118842 loss_giou: 0.462276 loss_class_aux: 4.476907 loss_bbox_aux: 0.752596 loss_giou_aux: 2.934525 loss_class_dn: 0.342830 loss_bbox_dn: 0.116535 loss_giou_dn: 0.385683 loss_class_aux_dn: 1.838967 loss_bbox_aux_dn: 0.701176 loss_giou_aux_dn: 2.176232 loss: 15.451610 eta: 37 days, 3:42:24 batch_cost: 0.9159 data_cost: 0.0064 ips: 8.7345 images/s [07/22 07:37:12] ppdet.engine INFO: Epoch: [4] [24100/54024] learning_rate: 0.000100 loss_class: 0.717952 loss_bbox: 0.127033 loss_giou: 0.546023 loss_class_aux: 4.426392 loss_bbox_aux: 0.831152 loss_giou_aux: 3.433666 loss_class_dn: 0.365092 loss_bbox_dn: 0.118394 loss_giou_dn: 0.445142 loss_class_aux_dn: 1.931823 loss_bbox_aux_dn: 0.732494 loss_giou_aux_dn: 2.524147 loss: 16.081310 eta: 37 days, 4:02:27 batch_cost: 1.1558 data_cost: 0.0115 ips: 6.9214 images/s [07/22 07:38:37] ppdet.engine INFO: Epoch: [4] [24200/54024] learning_rate: 0.000100 loss_class: 0.689006 loss_bbox: 0.120294 loss_giou: 0.493317 loss_class_aux: 4.258236 loss_bbox_aux: 0.779725 loss_giou_aux: 3.052525 loss_class_dn: 0.338996 loss_bbox_dn: 0.124127 loss_giou_dn: 0.398964 loss_class_aux_dn: 1.842262 loss_bbox_aux_dn: 0.765251 loss_giou_aux_dn: 2.248918 loss: 14.969298 eta: 37 days, 3:54:39 batch_cost: 0.7984 data_cost: 0.0012 ips: 10.0199 images/s [07/22 07:40:05] ppdet.engine INFO: Epoch: [4] [24300/54024] learning_rate: 0.000100 loss_class: 0.723571 loss_bbox: 0.128019 loss_giou: 0.542538 loss_class_aux: 4.530471 loss_bbox_aux: 0.855649 loss_giou_aux: 3.403348 loss_class_dn: 0.368908 loss_bbox_dn: 0.117610 loss_giou_dn: 0.441075 loss_class_aux_dn: 1.955030 loss_bbox_aux_dn: 0.715655 loss_giou_aux_dn: 2.443241 loss: 16.401225 eta: 37 days, 3:49:48 batch_cost: 0.8363 data_cost: 0.0118 ips: 9.5662 images/s [07/22 07:41:50] ppdet.engine INFO: Epoch: [4] [24400/54024] learning_rate: 0.000100 loss_class: 0.717490 loss_bbox: 0.120594 loss_giou: 0.496458 loss_class_aux: 4.516868 loss_bbox_aux: 0.799958 loss_giou_aux: 3.120025 loss_class_dn: 0.357607 loss_bbox_dn: 0.122103 loss_giou_dn: 0.404309 loss_class_aux_dn: 1.909949 loss_bbox_aux_dn: 0.730253 loss_giou_aux_dn: 2.327854 loss: 15.637003 eta: 37 days, 3:57:25 batch_cost: 0.9970 data_cost: 0.0171 ips: 8.0240 images/s [07/22 07:43:23] ppdet.engine INFO: Epoch: [4] [24500/54024] learning_rate: 0.000100 loss_class: 0.710061 loss_bbox: 0.124916 loss_giou: 0.510729 loss_class_aux: 4.396166 loss_bbox_aux: 0.783764 loss_giou_aux: 3.145983 loss_class_dn: 0.354924 loss_bbox_dn: 0.120954 loss_giou_dn: 0.422949 loss_class_aux_dn: 1.896369 loss_bbox_aux_dn: 0.719970 loss_giou_aux_dn: 2.377942 loss: 15.800891 eta: 37 days, 3:56:34 batch_cost: 0.8878 data_cost: 0.0279 ips: 9.0110 images/s [07/22 07:45:17] ppdet.engine INFO: Epoch: [4] [24600/54024] learning_rate: 0.000100 loss_class: 0.731556 loss_bbox: 0.121469 loss_giou: 0.562615 loss_class_aux: 4.551715 loss_bbox_aux: 0.789652 loss_giou_aux: 3.500830 loss_class_dn: 0.389692 loss_bbox_dn: 0.113311 loss_giou_dn: 0.448538 loss_class_aux_dn: 2.115014 loss_bbox_aux_dn: 0.709092 loss_giou_aux_dn: 2.529781 loss: 16.683400 eta: 37 days, 4:10:53 batch_cost: 1.0840 data_cost: 0.0143 ips: 7.3802 images/s [07/22 07:46:46] ppdet.engine INFO: Epoch: [4] [24700/54024] learning_rate: 0.000100 loss_class: 0.693567 loss_bbox: 0.126561 loss_giou: 0.507876 loss_class_aux: 4.327442 loss_bbox_aux: 0.787934 loss_giou_aux: 3.215976 loss_class_dn: 0.354274 loss_bbox_dn: 0.123183 loss_giou_dn: 0.414332 loss_class_aux_dn: 1.907318 loss_bbox_aux_dn: 0.753854 loss_giou_aux_dn: 2.318694 loss: 15.824833 eta: 37 days, 4:06:09 batch_cost: 0.8379 data_cost: 0.0193 ips: 9.5481 images/s [07/22 07:48:18] ppdet.engine INFO: Epoch: [4] [24800/54024] learning_rate: 0.000100 loss_class: 0.710909 loss_bbox: 0.113727 loss_giou: 0.507810 loss_class_aux: 4.426194 loss_bbox_aux: 0.754602 loss_giou_aux: 3.215946 loss_class_dn: 0.365565 loss_bbox_dn: 0.111448 loss_giou_dn: 0.422106 loss_class_aux_dn: 1.970477 loss_bbox_aux_dn: 0.692202 loss_giou_aux_dn: 2.378718 loss: 15.544853 eta: 37 days, 4:04:48 batch_cost: 0.8818 data_cost: 0.0205 ips: 9.0725 images/s [07/22 07:49:52] ppdet.engine INFO: Epoch: [4] [24900/54024] learning_rate: 0.000100 loss_class: 0.731639 loss_bbox: 0.121894 loss_giou: 0.539964 loss_class_aux: 4.509888 loss_bbox_aux: 0.804676 loss_giou_aux: 3.421266 loss_class_dn: 0.373054 loss_bbox_dn: 0.126955 loss_giou_dn: 0.439244 loss_class_aux_dn: 1.984717 loss_bbox_aux_dn: 0.763295 loss_giou_aux_dn: 2.486975 loss: 16.423347 eta: 37 days, 4:04:14 batch_cost: 0.8917 data_cost: 0.0610 ips: 8.9713 images/s [07/22 07:51:25] ppdet.engine INFO: Epoch: [4] [25000/54024] learning_rate: 0.000100 loss_class: 0.759247 loss_bbox: 0.135105 loss_giou: 0.559801 loss_class_aux: 4.816035 loss_bbox_aux: 0.870809 loss_giou_aux: 3.469368 loss_class_dn: 0.378924 loss_bbox_dn: 0.127559 loss_giou_dn: 0.443077 loss_class_aux_dn: 2.025879 loss_bbox_aux_dn: 0.778797 loss_giou_aux_dn: 2.488333 loss: 16.836432 eta: 37 days, 4:02:22 batch_cost: 0.8749 data_cost: 0.0102 ips: 9.1440 images/s [07/22 07:53:06] ppdet.engine INFO: Epoch: [4] [25100/54024] learning_rate: 0.000100 loss_class: 0.720353 loss_bbox: 0.122627 loss_giou: 0.567949 loss_class_aux: 4.413432 loss_bbox_aux: 0.795491 loss_giou_aux: 3.501287 loss_class_dn: 0.351967 loss_bbox_dn: 0.120785 loss_giou_dn: 0.442385 loss_class_aux_dn: 1.905771 loss_bbox_aux_dn: 0.736675 loss_giou_aux_dn: 2.489908 loss: 16.109269 eta: 37 days, 4:07:40 batch_cost: 0.9682 data_cost: 0.1301 ips: 8.2626 images/s [07/22 07:54:47] ppdet.engine INFO: Epoch: [4] [25200/54024] learning_rate: 0.000100 loss_class: 0.692164 loss_bbox: 0.122835 loss_giou: 0.498497 loss_class_aux: 4.294366 loss_bbox_aux: 0.807366 loss_giou_aux: 3.111652 loss_class_dn: 0.353722 loss_bbox_dn: 0.122217 loss_giou_dn: 0.403416 loss_class_aux_dn: 1.894083 loss_bbox_aux_dn: 0.734916 loss_giou_aux_dn: 2.283658 loss: 15.763671 eta: 37 days, 4:12:26 batch_cost: 0.9616 data_cost: 0.0012 ips: 8.3198 images/s [07/22 07:56:20] ppdet.engine INFO: Epoch: [4] [25300/54024] learning_rate: 0.000100 loss_class: 0.703828 loss_bbox: 0.118864 loss_giou: 0.491884 loss_class_aux: 4.444161 loss_bbox_aux: 0.775835 loss_giou_aux: 3.091445 loss_class_dn: 0.356197 loss_bbox_dn: 0.110852 loss_giou_dn: 0.420929 loss_class_aux_dn: 1.929194 loss_bbox_aux_dn: 0.664294 loss_giou_aux_dn: 2.365069 loss: 15.531087 eta: 37 days, 4:11:14 batch_cost: 0.8839 data_cost: 0.0019 ips: 9.0507 images/s [07/22 07:58:11] ppdet.engine INFO: Epoch: [4] [25400/54024] learning_rate: 0.000100 loss_class: 0.700703 loss_bbox: 0.116037 loss_giou: 0.534415 loss_class_aux: 4.310282 loss_bbox_aux: 0.780661 loss_giou_aux: 3.348397 loss_class_dn: 0.365832 loss_bbox_dn: 0.110227 loss_giou_dn: 0.437818 loss_class_aux_dn: 1.937926 loss_bbox_aux_dn: 0.657927 loss_giou_aux_dn: 2.430892 loss: 16.079397 eta: 37 days, 4:23:31 batch_cost: 1.0600 data_cost: 0.2155 ips: 7.5474 images/s [07/22 07:59:58] ppdet.engine INFO: Epoch: [4] [25500/54024] learning_rate: 0.000100 loss_class: 0.724834 loss_bbox: 0.117903 loss_giou: 0.530072 loss_class_aux: 4.557092 loss_bbox_aux: 0.773447 loss_giou_aux: 3.295828 loss_class_dn: 0.364171 loss_bbox_dn: 0.118135 loss_giou_dn: 0.436224 loss_class_aux_dn: 1.959632 loss_bbox_aux_dn: 0.720701 loss_giou_aux_dn: 2.435374 loss: 15.893512 eta: 37 days, 4:32:18 batch_cost: 1.0146 data_cost: 0.0552 ips: 7.8847 images/s [07/22 08:01:56] ppdet.engine INFO: Epoch: [4] [25600/54024] learning_rate: 0.000100 loss_class: 0.677575 loss_bbox: 0.113750 loss_giou: 0.511976 loss_class_aux: 4.183048 loss_bbox_aux: 0.759167 loss_giou_aux: 3.207193 loss_class_dn: 0.349783 loss_bbox_dn: 0.119114 loss_giou_dn: 0.406620 loss_class_aux_dn: 1.891727 loss_bbox_aux_dn: 0.701691 loss_giou_aux_dn: 2.267393 loss: 15.736750 eta: 37 days, 4:49:59 batch_cost: 1.1315 data_cost: 0.0126 ips: 7.0702 images/s [07/22 08:03:26] ppdet.engine INFO: Epoch: [4] [25700/54024] learning_rate: 0.000100 loss_class: 0.726412 loss_bbox: 0.126621 loss_giou: 0.513123 loss_class_aux: 4.505331 loss_bbox_aux: 0.815874 loss_giou_aux: 3.227773 loss_class_dn: 0.361437 loss_bbox_dn: 0.122255 loss_giou_dn: 0.420994 loss_class_aux_dn: 1.963002 loss_bbox_aux_dn: 0.740936 loss_giou_aux_dn: 2.375678 loss: 16.209579 eta: 37 days, 4:46:28 batch_cost: 0.8543 data_cost: 0.0102 ips: 9.3645 images/s [07/22 08:05:00] ppdet.engine INFO: Epoch: [4] [25800/54024] learning_rate: 0.000100 loss_class: 0.692277 loss_bbox: 0.126684 loss_giou: 0.474959 loss_class_aux: 4.363836 loss_bbox_aux: 0.809497 loss_giou_aux: 3.036990 loss_class_dn: 0.343004 loss_bbox_dn: 0.119817 loss_giou_dn: 0.403448 loss_class_aux_dn: 1.850749 loss_bbox_aux_dn: 0.724524 loss_giou_aux_dn: 2.243053 loss: 15.606400 eta: 37 days, 4:45:36 batch_cost: 0.8891 data_cost: 0.0638 ips: 8.9983 images/s [07/22 08:06:32] ppdet.engine INFO: Epoch: [4] [25900/54024] learning_rate: 0.000100 loss_class: 0.705525 loss_bbox: 0.123431 loss_giou: 0.548637 loss_class_aux: 4.524549 loss_bbox_aux: 0.803686 loss_giou_aux: 3.477945 loss_class_dn: 0.360415 loss_bbox_dn: 0.113672 loss_giou_dn: 0.425042 loss_class_aux_dn: 1.963865 loss_bbox_aux_dn: 0.706551 loss_giou_aux_dn: 2.403612 loss: 16.241632 eta: 37 days, 4:43:26 batch_cost: 0.8717 data_cost: 0.0105 ips: 9.1775 images/s [07/22 08:08:20] ppdet.engine INFO: Epoch: [4] [26000/54024] learning_rate: 0.000100 loss_class: 0.682903 loss_bbox: 0.127041 loss_giou: 0.587276 loss_class_aux: 4.269690 loss_bbox_aux: 0.838540 loss_giou_aux: 3.622829 loss_class_dn: 0.365682 loss_bbox_dn: 0.114462 loss_giou_dn: 0.447573 loss_class_aux_dn: 1.988896 loss_bbox_aux_dn: 0.712087 loss_giou_aux_dn: 2.522195 loss: 16.672935 eta: 37 days, 4:52:49 batch_cost: 1.0239 data_cost: 0.1250 ips: 7.8131 images/s [07/22 08:09:57] ppdet.engine INFO: Epoch: [4] [26100/54024] learning_rate: 0.000100 loss_class: 0.692947 loss_bbox: 0.110868 loss_giou: 0.496891 loss_class_aux: 4.309736 loss_bbox_aux: 0.751764 loss_giou_aux: 3.103585 loss_class_dn: 0.340961 loss_bbox_dn: 0.121658 loss_giou_dn: 0.411275 loss_class_aux_dn: 1.850836 loss_bbox_aux_dn: 0.732741 loss_giou_aux_dn: 2.292761 loss: 15.362518 eta: 37 days, 4:54:36 batch_cost: 0.9241 data_cost: 0.0297 ips: 8.6573 images/s [07/22 08:11:27] ppdet.engine INFO: Epoch: [4] [26200/54024] learning_rate: 0.000100 loss_class: 0.688358 loss_bbox: 0.116710 loss_giou: 0.549229 loss_class_aux: 4.286383 loss_bbox_aux: 0.763485 loss_giou_aux: 3.402691 loss_class_dn: 0.360694 loss_bbox_dn: 0.110391 loss_giou_dn: 0.428717 loss_class_aux_dn: 1.934406 loss_bbox_aux_dn: 0.676662 loss_giou_aux_dn: 2.377218 loss: 15.756756 eta: 37 days, 4:50:11 batch_cost: 0.8423 data_cost: 0.0025 ips: 9.4974 images/s [07/22 08:13:11] ppdet.engine INFO: Epoch: [4] [26300/54024] learning_rate: 0.000100 loss_class: 0.704848 loss_bbox: 0.121802 loss_giou: 0.528397 loss_class_aux: 4.297041 loss_bbox_aux: 0.795074 loss_giou_aux: 3.323166 loss_class_dn: 0.360414 loss_bbox_dn: 0.122714 loss_giou_dn: 0.428420 loss_class_aux_dn: 1.929298 loss_bbox_aux_dn: 0.744721 loss_giou_aux_dn: 2.415523 loss: 16.243226 eta: 37 days, 4:56:53 batch_cost: 0.9893 data_cost: 0.0011 ips: 8.0863 images/s [07/22 08:15:07] ppdet.engine INFO: Epoch: [4] [26400/54024] learning_rate: 0.000100 loss_class: 0.687992 loss_bbox: 0.112306 loss_giou: 0.507811 loss_class_aux: 4.329562 loss_bbox_aux: 0.744358 loss_giou_aux: 3.134398 loss_class_dn: 0.347623 loss_bbox_dn: 0.107841 loss_giou_dn: 0.425188 loss_class_aux_dn: 1.894250 loss_bbox_aux_dn: 0.673508 loss_giou_aux_dn: 2.387219 loss: 15.488952 eta: 37 days, 5:13:23 batch_cost: 1.1190 data_cost: 0.0012 ips: 7.1491 images/s [07/22 08:16:49] ppdet.engine INFO: Epoch: [4] [26500/54024] learning_rate: 0.000100 loss_class: 0.716369 loss_bbox: 0.112741 loss_giou: 0.479766 loss_class_aux: 4.440666 loss_bbox_aux: 0.750258 loss_giou_aux: 2.974740 loss_class_dn: 0.352368 loss_bbox_dn: 0.113827 loss_giou_dn: 0.393489 loss_class_aux_dn: 1.909607 loss_bbox_aux_dn: 0.694656 loss_giou_aux_dn: 2.221178 loss: 15.171434 eta: 37 days, 5:18:25 batch_cost: 0.9678 data_cost: 0.0561 ips: 8.2661 images/s [07/22 08:18:33] ppdet.engine INFO: Epoch: [4] [26600/54024] learning_rate: 0.000100 loss_class: 0.729157 loss_bbox: 0.126885 loss_giou: 0.589570 loss_class_aux: 4.516920 loss_bbox_aux: 0.834685 loss_giou_aux: 3.579108 loss_class_dn: 0.368473 loss_bbox_dn: 0.120634 loss_giou_dn: 0.442701 loss_class_aux_dn: 1.998329 loss_bbox_aux_dn: 0.750229 loss_giou_aux_dn: 2.478175 loss: 16.623964 eta: 37 days, 5:25:10 batch_cost: 0.9908 data_cost: 0.0329 ips: 8.0744 images/s [07/22 08:20:19] ppdet.engine INFO: Epoch: [4] [26700/54024] learning_rate: 0.000100 loss_class: 0.713404 loss_bbox: 0.117840 loss_giou: 0.520760 loss_class_aux: 4.475020 loss_bbox_aux: 0.795904 loss_giou_aux: 3.269774 loss_class_dn: 0.365680 loss_bbox_dn: 0.123036 loss_giou_dn: 0.399177 loss_class_aux_dn: 1.966163 loss_bbox_aux_dn: 0.744295 loss_giou_aux_dn: 2.281936 loss: 16.095415 eta: 37 days, 5:33:39 batch_cost: 1.0140 data_cost: 0.1024 ips: 7.8896 images/s [07/22 08:21:48] ppdet.engine INFO: Epoch: [4] [26800/54024] learning_rate: 0.000100 loss_class: 0.755584 loss_bbox: 0.129447 loss_giou: 0.555541 loss_class_aux: 4.665194 loss_bbox_aux: 0.836640 loss_giou_aux: 3.460517 loss_class_dn: 0.384098 loss_bbox_dn: 0.129354 loss_giou_dn: 0.446008 loss_class_aux_dn: 2.068481 loss_bbox_aux_dn: 0.779340 loss_giou_aux_dn: 2.515751 loss: 17.115492 eta: 37 days, 5:28:29 batch_cost: 0.8330 data_cost: 0.0095 ips: 9.6033 images/s [07/22 08:23:23] ppdet.engine INFO: Epoch: [4] [26900/54024] learning_rate: 0.000100 loss_class: 0.722875 loss_bbox: 0.120626 loss_giou: 0.535379 loss_class_aux: 4.484017 loss_bbox_aux: 0.808502 loss_giou_aux: 3.325334 loss_class_dn: 0.378480 loss_bbox_dn: 0.115557 loss_giou_dn: 0.437705 loss_class_aux_dn: 2.022291 loss_bbox_aux_dn: 0.711523 loss_giou_aux_dn: 2.503941 loss: 16.673868 eta: 37 days, 5:28:53 batch_cost: 0.9069 data_cost: 0.0011 ips: 8.8217 images/s [07/22 08:25:22] ppdet.engine INFO: Epoch: [4] [27000/54024] learning_rate: 0.000100 loss_class: 0.682990 loss_bbox: 0.112232 loss_giou: 0.490744 loss_class_aux: 4.280043 loss_bbox_aux: 0.747628 loss_giou_aux: 3.085689 loss_class_dn: 0.346460 loss_bbox_dn: 0.112538 loss_giou_dn: 0.388733 loss_class_aux_dn: 1.871721 loss_bbox_aux_dn: 0.680447 loss_giou_aux_dn: 2.198525 loss: 15.009696 eta: 37 days, 5:46:14 batch_cost: 1.1328 data_cost: 0.0012 ips: 7.0620 images/s [07/22 08:27:15] ppdet.engine INFO: Epoch: [4] [27100/54024] learning_rate: 0.000100 loss_class: 0.682350 loss_bbox: 0.115079 loss_giou: 0.487880 loss_class_aux: 4.216261 loss_bbox_aux: 0.754828 loss_giou_aux: 3.101499 loss_class_dn: 0.350489 loss_bbox_dn: 0.120553 loss_giou_dn: 0.411735 loss_class_aux_dn: 1.908529 loss_bbox_aux_dn: 0.722453 loss_giou_aux_dn: 2.320263 loss: 15.277275 eta: 37 days, 5:59:41 batch_cost: 1.0817 data_cost: 0.1832 ips: 7.3958 images/s [07/22 08:28:59] ppdet.engine INFO: Epoch: [4] [27200/54024] learning_rate: 0.000100 loss_class: 0.706308 loss_bbox: 0.123314 loss_giou: 0.544260 loss_class_aux: 4.411585 loss_bbox_aux: 0.801693 loss_giou_aux: 3.381138 loss_class_dn: 0.359384 loss_bbox_dn: 0.115578 loss_giou_dn: 0.425615 loss_class_aux_dn: 1.920551 loss_bbox_aux_dn: 0.713273 loss_giou_aux_dn: 2.451343 loss: 16.213737 eta: 37 days, 6:05:36 batch_cost: 0.9813 data_cost: 0.0486 ips: 8.1524 images/s [07/22 08:30:27] ppdet.engine INFO: Epoch: [4] [27300/54024] learning_rate: 0.000100 loss_class: 0.701640 loss_bbox: 0.117144 loss_giou: 0.505998 loss_class_aux: 4.421602 loss_bbox_aux: 0.755171 loss_giou_aux: 3.226069 loss_class_dn: 0.346271 loss_bbox_dn: 0.118246 loss_giou_dn: 0.406403 loss_class_aux_dn: 1.888317 loss_bbox_aux_dn: 0.708623 loss_giou_aux_dn: 2.259386 loss: 15.441550 eta: 37 days, 6:00:35 batch_cost: 0.8351 data_cost: 0.0010 ips: 9.5795 images/s [07/22 08:31:57] ppdet.engine INFO: Epoch: [4] [27400/54024] learning_rate: 0.000100 loss_class: 0.723613 loss_bbox: 0.123112 loss_giou: 0.536895 loss_class_aux: 4.521071 loss_bbox_aux: 0.847364 loss_giou_aux: 3.368046 loss_class_dn: 0.372683 loss_bbox_dn: 0.130778 loss_giou_dn: 0.438138 loss_class_aux_dn: 2.005320 loss_bbox_aux_dn: 0.786946 loss_giou_aux_dn: 2.477807 loss: 16.571177 eta: 37 days, 5:56:47 batch_cost: 0.8515 data_cost: 0.0011 ips: 9.3953 images/s [07/22 08:33:38] ppdet.engine INFO: Epoch: [4] [27500/54024] learning_rate: 0.000100 loss_class: 0.703297 loss_bbox: 0.124892 loss_giou: 0.531407 loss_class_aux: 4.367328 loss_bbox_aux: 0.796125 loss_giou_aux: 3.355989 loss_class_dn: 0.356454 loss_bbox_dn: 0.127592 loss_giou_dn: 0.423379 loss_class_aux_dn: 1.933465 loss_bbox_aux_dn: 0.765361 loss_giou_aux_dn: 2.380368 loss: 16.133261 eta: 37 days, 6:01:10 batch_cost: 0.9612 data_cost: 0.0012 ips: 8.3229 images/s [07/22 08:35:07] ppdet.engine INFO: Epoch: [4] [27600/54024] learning_rate: 0.000100 loss_class: 0.724099 loss_bbox: 0.117562 loss_giou: 0.580530 loss_class_aux: 4.468467 loss_bbox_aux: 0.775034 loss_giou_aux: 3.614943 loss_class_dn: 0.366231 loss_bbox_dn: 0.111501 loss_giou_dn: 0.440729 loss_class_aux_dn: 1.987210 loss_bbox_aux_dn: 0.689383 loss_giou_aux_dn: 2.492029 loss: 16.376035 eta: 37 days, 5:56:12 batch_cost: 0.8358 data_cost: 0.0010 ips: 9.5717 images/s [07/22 08:36:34] ppdet.engine INFO: Epoch: [4] [27700/54024] learning_rate: 0.000100 loss_class: 0.694234 loss_bbox: 0.122251 loss_giou: 0.484234 loss_class_aux: 4.369256 loss_bbox_aux: 0.802873 loss_giou_aux: 3.052568 loss_class_dn: 0.348530 loss_bbox_dn: 0.122565 loss_giou_dn: 0.388840 loss_class_aux_dn: 1.850955 loss_bbox_aux_dn: 0.726432 loss_giou_aux_dn: 2.205977 loss: 15.792533 eta: 37 days, 5:49:49 batch_cost: 0.8165 data_cost: 0.0010 ips: 9.7982 images/s [07/22 08:38:15] ppdet.engine INFO: Epoch: [4] [27800/54024] learning_rate: 0.000100 loss_class: 0.676425 loss_bbox: 0.109872 loss_giou: 0.521113 loss_class_aux: 4.173013 loss_bbox_aux: 0.748127 loss_giou_aux: 3.266392 loss_class_dn: 0.345289 loss_bbox_dn: 0.112562 loss_giou_dn: 0.415619 loss_class_aux_dn: 1.851949 loss_bbox_aux_dn: 0.674944 loss_giou_aux_dn: 2.339361 loss: 15.318478 eta: 37 days, 5:53:51 batch_cost: 0.9568 data_cost: 0.0522 ips: 8.3616 images/s [07/22 08:39:38] ppdet.engine INFO: Epoch: [4] [27900/54024] learning_rate: 0.000100 loss_class: 0.675954 loss_bbox: 0.113101 loss_giou: 0.545134 loss_class_aux: 4.158901 loss_bbox_aux: 0.744577 loss_giou_aux: 3.398805 loss_class_dn: 0.356237 loss_bbox_dn: 0.104668 loss_giou_dn: 0.431552 loss_class_aux_dn: 1.944745 loss_bbox_aux_dn: 0.624364 loss_giou_aux_dn: 2.417182 loss: 15.848650 eta: 37 days, 5:45:03 batch_cost: 0.7838 data_cost: 0.0011 ips: 10.2060 images/s [07/22 08:41:16] ppdet.engine INFO: Epoch: [4] [28000/54024] learning_rate: 0.000100 loss_class: 0.695939 loss_bbox: 0.114385 loss_giou: 0.551482 loss_class_aux: 4.274746 loss_bbox_aux: 0.760755 loss_giou_aux: 3.424549 loss_class_dn: 0.358255 loss_bbox_dn: 0.123134 loss_giou_dn: 0.425069 loss_class_aux_dn: 1.924438 loss_bbox_aux_dn: 0.727122 loss_giou_aux_dn: 2.377193 loss: 16.085256 eta: 37 days, 5:47:01 batch_cost: 0.9290 data_cost: 0.0144 ips: 8.6118 images/s [07/22 08:43:08] ppdet.engine INFO: Epoch: [4] [28100/54024] learning_rate: 0.000100 loss_class: 0.740610 loss_bbox: 0.124121 loss_giou: 0.532452 loss_class_aux: 4.690681 loss_bbox_aux: 0.799006 loss_giou_aux: 3.337571 loss_class_dn: 0.369479 loss_bbox_dn: 0.122917 loss_giou_dn: 0.432130 loss_class_aux_dn: 1.984043 loss_bbox_aux_dn: 0.737706 loss_giou_aux_dn: 2.427211 loss: 16.496829 eta: 37 days, 5:59:34 batch_cost: 1.0721 data_cost: 0.1136 ips: 7.4620 images/s [07/22 08:44:40] ppdet.engine INFO: Epoch: [4] [28200/54024] learning_rate: 0.000100 loss_class: 0.737037 loss_bbox: 0.119938 loss_giou: 0.553328 loss_class_aux: 4.520370 loss_bbox_aux: 0.772391 loss_giou_aux: 3.459318 loss_class_dn: 0.373066 loss_bbox_dn: 0.119353 loss_giou_dn: 0.445112 loss_class_aux_dn: 2.020725 loss_bbox_aux_dn: 0.710503 loss_giou_aux_dn: 2.475316 loss: 16.394014 eta: 37 days, 5:56:46 batch_cost: 0.8649 data_cost: 0.0121 ips: 9.2500 images/s [07/22 08:46:06] ppdet.engine INFO: Epoch: [4] [28300/54024] learning_rate: 0.000100 loss_class: 0.743994 loss_bbox: 0.122399 loss_giou: 0.495504 loss_class_aux: 4.626456 loss_bbox_aux: 0.792859 loss_giou_aux: 3.167648 loss_class_dn: 0.369212 loss_bbox_dn: 0.124940 loss_giou_dn: 0.416773 loss_class_aux_dn: 1.960517 loss_bbox_aux_dn: 0.762578 loss_giou_aux_dn: 2.313306 loss: 16.425371 eta: 37 days, 5:50:26 batch_cost: 0.8169 data_cost: 0.0353 ips: 9.7927 images/s [07/22 08:47:32] ppdet.engine INFO: Epoch: [4] [28400/54024] learning_rate: 0.000100 loss_class: 0.727160 loss_bbox: 0.119503 loss_giou: 0.515418 loss_class_aux: 4.552605 loss_bbox_aux: 0.764660 loss_giou_aux: 3.217910 loss_class_dn: 0.362844 loss_bbox_dn: 0.117909 loss_giou_dn: 0.421574 loss_class_aux_dn: 1.950624 loss_bbox_aux_dn: 0.718425 loss_giou_aux_dn: 2.407715 loss: 16.059936 eta: 37 days, 5:43:30 batch_cost: 0.8086 data_cost: 0.0010 ips: 9.8942 images/s [07/22 08:48:58] ppdet.engine INFO: Epoch: [4] [28500/54024] learning_rate: 0.000100 loss_class: 0.734952 loss_bbox: 0.122699 loss_giou: 0.549632 loss_class_aux: 4.590962 loss_bbox_aux: 0.789858 loss_giou_aux: 3.421103 loss_class_dn: 0.374530 loss_bbox_dn: 0.116437 loss_giou_dn: 0.447560 loss_class_aux_dn: 2.011198 loss_bbox_aux_dn: 0.713829 loss_giou_aux_dn: 2.488184 loss: 16.316563 eta: 37 days, 5:36:37 batch_cost: 0.8091 data_cost: 0.0015 ips: 9.8881 images/s [07/22 08:51:01] ppdet.engine INFO: Epoch: [4] [28600/54024] learning_rate: 0.000100 loss_class: 0.690685 loss_bbox: 0.114304 loss_giou: 0.502210 loss_class_aux: 4.347766 loss_bbox_aux: 0.744437 loss_giou_aux: 3.127512 loss_class_dn: 0.351510 loss_bbox_dn: 0.117327 loss_giou_dn: 0.385015 loss_class_aux_dn: 1.881041 loss_bbox_aux_dn: 0.707309 loss_giou_aux_dn: 2.167220 loss: 15.221152 eta: 37 days, 5:56:32 batch_cost: 1.1735 data_cost: 0.0442 ips: 6.8171 images/s [07/22 08:52:38] ppdet.engine INFO: Epoch: [4] [28700/54024] learning_rate: 0.000100 loss_class: 0.680615 loss_bbox: 0.113360 loss_giou: 0.471944 loss_class_aux: 4.289069 loss_bbox_aux: 0.784059 loss_giou_aux: 2.931606 loss_class_dn: 0.346268 loss_bbox_dn: 0.116556 loss_giou_dn: 0.380919 loss_class_aux_dn: 1.836510 loss_bbox_aux_dn: 0.701519 loss_giou_aux_dn: 2.148493 loss: 15.002007 eta: 37 days, 5:57:51 batch_cost: 0.9209 data_cost: 0.0221 ips: 8.6868 images/s [07/22 08:54:16] ppdet.engine INFO: Epoch: [4] [28800/54024] learning_rate: 0.000100 loss_class: 0.723299 loss_bbox: 0.125412 loss_giou: 0.504030 loss_class_aux: 4.491280 loss_bbox_aux: 0.816280 loss_giou_aux: 3.164056 loss_class_dn: 0.361247 loss_bbox_dn: 0.117004 loss_giou_dn: 0.407703 loss_class_aux_dn: 1.939663 loss_bbox_aux_dn: 0.719773 loss_giou_aux_dn: 2.311137 loss: 16.089497 eta: 37 days, 5:59:18 batch_cost: 0.9228 data_cost: 0.0121 ips: 8.6697 images/s [07/22 08:55:47] ppdet.engine INFO: Epoch: [4] [28900/54024] learning_rate: 0.000100 loss_class: 0.731114 loss_bbox: 0.131862 loss_giou: 0.582499 loss_class_aux: 4.586423 loss_bbox_aux: 0.873119 loss_giou_aux: 3.642944 loss_class_dn: 0.382235 loss_bbox_dn: 0.121170 loss_giou_dn: 0.454473 loss_class_aux_dn: 2.067922 loss_bbox_aux_dn: 0.754599 loss_giou_aux_dn: 2.546713 loss: 17.216448 eta: 37 days, 5:56:50 batch_cost: 0.8693 data_cost: 0.0202 ips: 9.2024 images/s [07/22 08:57:22] ppdet.engine INFO: Epoch: [4] [29000/54024] learning_rate: 0.000100 loss_class: 0.681232 loss_bbox: 0.114147 loss_giou: 0.482451 loss_class_aux: 4.208931 loss_bbox_aux: 0.732813 loss_giou_aux: 3.006519 loss_class_dn: 0.346662 loss_bbox_dn: 0.110432 loss_giou_dn: 0.389761 loss_class_aux_dn: 1.847412 loss_bbox_aux_dn: 0.688382 loss_giou_aux_dn: 2.216494 loss: 15.077027 eta: 37 days, 5:56:50 batch_cost: 0.9032 data_cost: 0.1142 ips: 8.8579 images/s [07/22 08:58:49] ppdet.engine INFO: Epoch: [4] [29100/54024] learning_rate: 0.000100 loss_class: 0.692395 loss_bbox: 0.111723 loss_giou: 0.478576 loss_class_aux: 4.301530 loss_bbox_aux: 0.736311 loss_giou_aux: 3.059421 loss_class_dn: 0.340026 loss_bbox_dn: 0.113122 loss_giou_dn: 0.380979 loss_class_aux_dn: 1.817354 loss_bbox_aux_dn: 0.708966 loss_giou_aux_dn: 2.132419 loss: 15.149388 eta: 37 days, 5:50:15 batch_cost: 0.8131 data_cost: 0.0012 ips: 9.8386 images/s [07/22 09:00:27] ppdet.engine INFO: Epoch: [4] [29200/54024] learning_rate: 0.000100 loss_class: 0.730111 loss_bbox: 0.118012 loss_giou: 0.583878 loss_class_aux: 4.557184 loss_bbox_aux: 0.762728 loss_giou_aux: 3.648624 loss_class_dn: 0.364287 loss_bbox_dn: 0.124277 loss_giou_dn: 0.454252 loss_class_aux_dn: 1.980877 loss_bbox_aux_dn: 0.763081 loss_giou_aux_dn: 2.490249 loss: 16.341911 eta: 37 days, 5:52:53 batch_cost: 0.9390 data_cost: 0.0013 ips: 8.5199 images/s [07/22 09:01:58] ppdet.engine INFO: Epoch: [4] [29300/54024] learning_rate: 0.000100 loss_class: 0.697389 loss_bbox: 0.128052 loss_giou: 0.560594 loss_class_aux: 4.402005 loss_bbox_aux: 0.827242 loss_giou_aux: 3.515585 loss_class_dn: 0.370338 loss_bbox_dn: 0.123348 loss_giou_dn: 0.437868 loss_class_aux_dn: 2.031653 loss_bbox_aux_dn: 0.736352 loss_giou_aux_dn: 2.466658 loss: 16.427167 eta: 37 days, 5:49:45 batch_cost: 0.8602 data_cost: 0.0676 ips: 9.3007 images/s [07/22 09:03:39] ppdet.engine INFO: Epoch: [4] [29400/54024] learning_rate: 0.000100 loss_class: 0.723558 loss_bbox: 0.117739 loss_giou: 0.497487 loss_class_aux: 4.441535 loss_bbox_aux: 0.775172 loss_giou_aux: 3.193923 loss_class_dn: 0.367679 loss_bbox_dn: 0.120976 loss_giou_dn: 0.419264 loss_class_aux_dn: 1.967604 loss_bbox_aux_dn: 0.729903 loss_giou_aux_dn: 2.388530 loss: 16.078837 eta: 37 days, 5:54:13 batch_cost: 0.9647 data_cost: 0.1013 ips: 8.2930 images/s [07/22 09:05:28] ppdet.engine INFO: Epoch: [4] [29500/54024] learning_rate: 0.000100 loss_class: 0.664467 loss_bbox: 0.113061 loss_giou: 0.488351 loss_class_aux: 4.190330 loss_bbox_aux: 0.730532 loss_giou_aux: 3.017591 loss_class_dn: 0.332922 loss_bbox_dn: 0.117163 loss_giou_dn: 0.411135 loss_class_aux_dn: 1.806763 loss_bbox_aux_dn: 0.700620 loss_giou_aux_dn: 2.327217 loss: 15.172752 eta: 37 days, 6:03:47 batch_cost: 1.0348 data_cost: 0.0218 ips: 7.7311 images/s [07/22 09:06:52] ppdet.engine INFO: Epoch: [4] [29600/54024] learning_rate: 0.000100 loss_class: 0.676695 loss_bbox: 0.108530 loss_giou: 0.447108 loss_class_aux: 4.187552 loss_bbox_aux: 0.717899 loss_giou_aux: 2.821563 loss_class_dn: 0.331595 loss_bbox_dn: 0.107351 loss_giou_dn: 0.377263 loss_class_aux_dn: 1.768133 loss_bbox_aux_dn: 0.644496 loss_giou_aux_dn: 2.135319 loss: 14.680315 eta: 37 days, 5:55:52 batch_cost: 0.7944 data_cost: 0.0105 ips: 10.0700 images/s [07/22 09:08:27] ppdet.engine INFO: Epoch: [4] [29700/54024] learning_rate: 0.000100 loss_class: 0.720593 loss_bbox: 0.126167 loss_giou: 0.607003 loss_class_aux: 4.518210 loss_bbox_aux: 0.809658 loss_giou_aux: 3.817689 loss_class_dn: 0.370976 loss_bbox_dn: 0.120243 loss_giou_dn: 0.446081 loss_class_aux_dn: 2.022041 loss_bbox_aux_dn: 0.754384 loss_giou_aux_dn: 2.495512 loss: 16.485550 eta: 37 days, 5:55:45 batch_cost: 0.9019 data_cost: 0.0497 ips: 8.8698 images/s [07/22 09:09:55] ppdet.engine INFO: Epoch: [4] [29800/54024] learning_rate: 0.000100 loss_class: 0.716601 loss_bbox: 0.124433 loss_giou: 0.564791 loss_class_aux: 4.448453 loss_bbox_aux: 0.840639 loss_giou_aux: 3.547759 loss_class_dn: 0.361495 loss_bbox_dn: 0.116719 loss_giou_dn: 0.436765 loss_class_aux_dn: 1.950631 loss_bbox_aux_dn: 0.712774 loss_giou_aux_dn: 2.429028 loss: 16.313810 eta: 37 days, 5:50:11 batch_cost: 0.8265 data_cost: 0.0343 ips: 9.6792 images/s [07/22 09:11:22] ppdet.engine INFO: Epoch: [4] [29900/54024] learning_rate: 0.000100 loss_class: 0.709122 loss_bbox: 0.114787 loss_giou: 0.588793 loss_class_aux: 4.470776 loss_bbox_aux: 0.735464 loss_giou_aux: 3.683852 loss_class_dn: 0.355140 loss_bbox_dn: 0.112928 loss_giou_dn: 0.452860 loss_class_aux_dn: 1.931742 loss_bbox_aux_dn: 0.702248 loss_giou_aux_dn: 2.518055 loss: 16.282399 eta: 37 days, 5:44:06 batch_cost: 0.8194 data_cost: 0.0010 ips: 9.7629 images/s [07/22 09:12:52] ppdet.engine INFO: Epoch: [4] [30000/54024] learning_rate: 0.000100 loss_class: 0.659337 loss_bbox: 0.114197 loss_giou: 0.539944 loss_class_aux: 4.132389 loss_bbox_aux: 0.745997 loss_giou_aux: 3.373478 loss_class_dn: 0.343454 loss_bbox_dn: 0.108542 loss_giou_dn: 0.407257 loss_class_aux_dn: 1.857558 loss_bbox_aux_dn: 0.658076 loss_giou_aux_dn: 2.303785 loss: 15.847186 eta: 37 days, 5:40:26 batch_cost: 0.8527 data_cost: 0.0375 ips: 9.3819 images/s [07/22 09:14:25] ppdet.engine INFO: Epoch: [4] [30100/54024] learning_rate: 0.000100 loss_class: 0.681473 loss_bbox: 0.119451 loss_giou: 0.535181 loss_class_aux: 4.266019 loss_bbox_aux: 0.768857 loss_giou_aux: 3.348805 loss_class_dn: 0.363929 loss_bbox_dn: 0.119596 loss_giou_dn: 0.435351 loss_class_aux_dn: 1.953343 loss_bbox_aux_dn: 0.729097 loss_giou_aux_dn: 2.428839 loss: 16.084527 eta: 37 days, 5:38:24 batch_cost: 0.8751 data_cost: 0.0491 ips: 9.1413 images/s [07/22 09:15:55] ppdet.engine INFO: Epoch: [4] [30200/54024] learning_rate: 0.000100 loss_class: 0.686602 loss_bbox: 0.124092 loss_giou: 0.508820 loss_class_aux: 4.328031 loss_bbox_aux: 0.800429 loss_giou_aux: 3.219812 loss_class_dn: 0.345137 loss_bbox_dn: 0.118280 loss_giou_dn: 0.415196 loss_class_aux_dn: 1.903108 loss_bbox_aux_dn: 0.709652 loss_giou_aux_dn: 2.321053 loss: 15.604409 eta: 37 days, 5:34:47 batch_cost: 0.8531 data_cost: 0.0135 ips: 9.3771 images/s [07/22 09:17:28] ppdet.engine INFO: Epoch: [4] [30300/54024] learning_rate: 0.000100 loss_class: 0.717976 loss_bbox: 0.120998 loss_giou: 0.517038 loss_class_aux: 4.463368 loss_bbox_aux: 0.786584 loss_giou_aux: 3.219588 loss_class_dn: 0.350310 loss_bbox_dn: 0.126252 loss_giou_dn: 0.423114 loss_class_aux_dn: 1.875977 loss_bbox_aux_dn: 0.741822 loss_giou_aux_dn: 2.375133 loss: 15.633729 eta: 37 days, 5:33:13 batch_cost: 0.8817 data_cost: 0.0397 ips: 9.0738 images/s [07/22 09:19:11] ppdet.engine INFO: Epoch: [4] [30400/54024] learning_rate: 0.000100 loss_class: 0.703305 loss_bbox: 0.122906 loss_giou: 0.528929 loss_class_aux: 4.414260 loss_bbox_aux: 0.811735 loss_giou_aux: 3.276114 loss_class_dn: 0.357602 loss_bbox_dn: 0.113443 loss_giou_dn: 0.422917 loss_class_aux_dn: 1.932538 loss_bbox_aux_dn: 0.688246 loss_giou_aux_dn: 2.381338 loss: 16.285874 eta: 37 days, 5:39:04 batch_cost: 0.9847 data_cost: 0.1324 ips: 8.1240 images/s [07/22 09:20:45] ppdet.engine INFO: Epoch: [4] [30500/54024] learning_rate: 0.000100 loss_class: 0.675468 loss_bbox: 0.125976 loss_giou: 0.497451 loss_class_aux: 4.213027 loss_bbox_aux: 0.836186 loss_giou_aux: 3.065389 loss_class_dn: 0.346259 loss_bbox_dn: 0.122233 loss_giou_dn: 0.403296 loss_class_aux_dn: 1.863650 loss_bbox_aux_dn: 0.736747 loss_giou_aux_dn: 2.278403 loss: 15.694755 eta: 37 days, 5:37:48 batch_cost: 0.8860 data_cost: 0.0128 ips: 9.0292 images/s [07/22 09:22:17] ppdet.engine INFO: Epoch: [4] [30600/54024] learning_rate: 0.000100 loss_class: 0.686694 loss_bbox: 0.111907 loss_giou: 0.517624 loss_class_aux: 4.303342 loss_bbox_aux: 0.738995 loss_giou_aux: 3.316689 loss_class_dn: 0.369886 loss_bbox_dn: 0.114059 loss_giou_dn: 0.411404 loss_class_aux_dn: 1.966295 loss_bbox_aux_dn: 0.692357 loss_giou_aux_dn: 2.302661 loss: 15.719534 eta: 37 days, 5:35:36 batch_cost: 0.8727 data_cost: 0.0070 ips: 9.1671 images/s [07/22 09:23:54] ppdet.engine INFO: Epoch: [4] [30700/54024] learning_rate: 0.000100 loss_class: 0.707192 loss_bbox: 0.121277 loss_giou: 0.495223 loss_class_aux: 4.362194 loss_bbox_aux: 0.783198 loss_giou_aux: 3.077778 loss_class_dn: 0.350765 loss_bbox_dn: 0.115454 loss_giou_dn: 0.392267 loss_class_aux_dn: 1.907609 loss_bbox_aux_dn: 0.720575 loss_giou_aux_dn: 2.203578 loss: 15.666153 eta: 37 days, 5:36:41 batch_cost: 0.9189 data_cost: 0.1244 ips: 8.7061 images/s [07/22 09:25:22] ppdet.engine INFO: Epoch: [4] [30800/54024] learning_rate: 0.000100 loss_class: 0.719424 loss_bbox: 0.118591 loss_giou: 0.502015 loss_class_aux: 4.376501 loss_bbox_aux: 0.770041 loss_giou_aux: 3.165323 loss_class_dn: 0.351343 loss_bbox_dn: 0.108415 loss_giou_dn: 0.420769 loss_class_aux_dn: 1.909310 loss_bbox_aux_dn: 0.669216 loss_giou_aux_dn: 2.362919 loss: 16.000383 eta: 37 days, 5:31:29 batch_cost: 0.8308 data_cost: 0.0532 ips: 9.6293 images/s [07/22 09:27:00] ppdet.engine INFO: Epoch: [4] [30900/54024] learning_rate: 0.000100 loss_class: 0.741680 loss_bbox: 0.127333 loss_giou: 0.517304 loss_class_aux: 4.664871 loss_bbox_aux: 0.838490 loss_giou_aux: 3.232094 loss_class_dn: 0.360663 loss_bbox_dn: 0.123830 loss_giou_dn: 0.420521 loss_class_aux_dn: 1.953954 loss_bbox_aux_dn: 0.768758 loss_giou_aux_dn: 2.384639 loss: 16.552766 eta: 37 days, 5:33:36 batch_cost: 0.9334 data_cost: 0.0323 ips: 8.5709 images/s [07/22 09:28:30] ppdet.engine INFO: Epoch: [4] [31000/54024] learning_rate: 0.000100 loss_class: 0.679476 loss_bbox: 0.106790 loss_giou: 0.470787 loss_class_aux: 4.158340 loss_bbox_aux: 0.689798 loss_giou_aux: 2.987653 loss_class_dn: 0.336678 loss_bbox_dn: 0.112588 loss_giou_dn: 0.386589 loss_class_aux_dn: 1.831776 loss_bbox_aux_dn: 0.670717 loss_giou_aux_dn: 2.177194 loss: 14.901241 eta: 37 days, 5:29:51 batch_cost: 0.8510 data_cost: 0.0011 ips: 9.4010 images/s [07/22 09:29:59] ppdet.engine INFO: Epoch: [4] [31100/54024] learning_rate: 0.000100 loss_class: 0.744249 loss_bbox: 0.127434 loss_giou: 0.565077 loss_class_aux: 4.567316 loss_bbox_aux: 0.806961 loss_giou_aux: 3.523448 loss_class_dn: 0.370131 loss_bbox_dn: 0.117215 loss_giou_dn: 0.451550 loss_class_aux_dn: 1.983496 loss_bbox_aux_dn: 0.722226 loss_giou_aux_dn: 2.530473 loss: 16.447941 eta: 37 days, 5:25:14 batch_cost: 0.8390 data_cost: 0.0011 ips: 9.5348 images/s [07/22 09:31:29] ppdet.engine INFO: Epoch: [4] [31200/54024] learning_rate: 0.000100 loss_class: 0.732943 loss_bbox: 0.130264 loss_giou: 0.550882 loss_class_aux: 4.623859 loss_bbox_aux: 0.848267 loss_giou_aux: 3.519492 loss_class_dn: 0.382577 loss_bbox_dn: 0.127240 loss_giou_dn: 0.439843 loss_class_aux_dn: 2.066398 loss_bbox_aux_dn: 0.750168 loss_giou_aux_dn: 2.492658 loss: 16.786150 eta: 37 days, 5:21:55 batch_cost: 0.8572 data_cost: 0.0010 ips: 9.3326 images/s [07/22 09:32:57] ppdet.engine INFO: Epoch: [4] [31300/54024] learning_rate: 0.000100 loss_class: 0.693086 loss_bbox: 0.112527 loss_giou: 0.469554 loss_class_aux: 4.360487 loss_bbox_aux: 0.733967 loss_giou_aux: 2.935169 loss_class_dn: 0.344841 loss_bbox_dn: 0.118557 loss_giou_dn: 0.393554 loss_class_aux_dn: 1.870556 loss_bbox_aux_dn: 0.708947 loss_giou_aux_dn: 2.202861 loss: 15.301252 eta: 37 days, 5:16:31 batch_cost: 0.8276 data_cost: 0.0010 ips: 9.6667 images/s [07/22 09:34:25] ppdet.engine INFO: Epoch: [4] [31400/54024] learning_rate: 0.000100 loss_class: 0.702493 loss_bbox: 0.127861 loss_giou: 0.543794 loss_class_aux: 4.358120 loss_bbox_aux: 0.835746 loss_giou_aux: 3.371279 loss_class_dn: 0.354033 loss_bbox_dn: 0.121530 loss_giou_dn: 0.434132 loss_class_aux_dn: 1.900257 loss_bbox_aux_dn: 0.752741 loss_giou_aux_dn: 2.425286 loss: 15.768165 eta: 37 days, 5:11:48 batch_cost: 0.8372 data_cost: 0.0587 ips: 9.5553 images/s [07/22 09:35:49] ppdet.engine INFO: Epoch: [4] [31500/54024] learning_rate: 0.000100 loss_class: 0.726928 loss_bbox: 0.118842 loss_giou: 0.499426 loss_class_aux: 4.542275 loss_bbox_aux: 0.776303 loss_giou_aux: 3.157650 loss_class_dn: 0.356105 loss_bbox_dn: 0.123163 loss_giou_dn: 0.414234 loss_class_aux_dn: 1.920671 loss_bbox_aux_dn: 0.733559 loss_giou_aux_dn: 2.329089 loss: 15.658117 eta: 37 days, 5:03:31 batch_cost: 0.7870 data_cost: 0.0010 ips: 10.1656 images/s [07/22 09:37:14] ppdet.engine INFO: Epoch: [4] [31600/54024] learning_rate: 0.000100 loss_class: 0.662553 loss_bbox: 0.113406 loss_giou: 0.475639 loss_class_aux: 4.131545 loss_bbox_aux: 0.740087 loss_giou_aux: 3.028676 loss_class_dn: 0.343198 loss_bbox_dn: 0.113378 loss_giou_dn: 0.404153 loss_class_aux_dn: 1.840979 loss_bbox_aux_dn: 0.695530 loss_giou_aux_dn: 2.285630 loss: 15.205219 eta: 37 days, 4:56:26 batch_cost: 0.8035 data_cost: 0.0010 ips: 9.9559 images/s [07/22 09:38:42] ppdet.engine INFO: Epoch: [4] [31700/54024] learning_rate: 0.000100 loss_class: 0.708051 loss_bbox: 0.119092 loss_giou: 0.530624 loss_class_aux: 4.420545 loss_bbox_aux: 0.786277 loss_giou_aux: 3.329596 loss_class_dn: 0.363771 loss_bbox_dn: 0.120396 loss_giou_dn: 0.419250 loss_class_aux_dn: 1.962381 loss_bbox_aux_dn: 0.724429 loss_giou_aux_dn: 2.370498 loss: 16.084832 eta: 37 days, 4:51:24 batch_cost: 0.8323 data_cost: 0.0010 ips: 9.6117 images/s [07/22 09:40:11] ppdet.engine INFO: Epoch: [4] [31800/54024] learning_rate: 0.000100 loss_class: 0.689746 loss_bbox: 0.119933 loss_giou: 0.498209 loss_class_aux: 4.280642 loss_bbox_aux: 0.789615 loss_giou_aux: 3.190694 loss_class_dn: 0.355254 loss_bbox_dn: 0.124463 loss_giou_dn: 0.415062 loss_class_aux_dn: 1.908023 loss_bbox_aux_dn: 0.733994 loss_giou_aux_dn: 2.353344 loss: 15.792156 eta: 37 days, 4:47:06 batch_cost: 0.8426 data_cost: 0.0178 ips: 9.4940 images/s [07/22 09:41:44] ppdet.engine INFO: Epoch: [4] [31900/54024] learning_rate: 0.000100 loss_class: 0.729977 loss_bbox: 0.117383 loss_giou: 0.534340 loss_class_aux: 4.461608 loss_bbox_aux: 0.786310 loss_giou_aux: 3.355729 loss_class_dn: 0.366482 loss_bbox_dn: 0.106689 loss_giou_dn: 0.424364 loss_class_aux_dn: 1.976376 loss_bbox_aux_dn: 0.636505 loss_giou_aux_dn: 2.384193 loss: 16.290394 eta: 37 days, 4:45:14 batch_cost: 0.8769 data_cost: 0.0427 ips: 9.1232 images/s [07/22 09:43:14] ppdet.engine INFO: Epoch: [4] [32000/54024] learning_rate: 0.000100 loss_class: 0.757121 loss_bbox: 0.118561 loss_giou: 0.564573 loss_class_aux: 4.660420 loss_bbox_aux: 0.796835 loss_giou_aux: 3.526775 loss_class_dn: 0.367773 loss_bbox_dn: 0.121672 loss_giou_dn: 0.445748 loss_class_aux_dn: 1.979611 loss_bbox_aux_dn: 0.746278 loss_giou_aux_dn: 2.532282 loss: 16.898434 eta: 37 days, 4:42:00 batch_cost: 0.8574 data_cost: 0.0478 ips: 9.3304 images/s [07/22 09:44:42] ppdet.engine INFO: Epoch: [4] [32100/54024] learning_rate: 0.000100 loss_class: 0.707572 loss_bbox: 0.114814 loss_giou: 0.500326 loss_class_aux: 4.416341 loss_bbox_aux: 0.777608 loss_giou_aux: 3.166275 loss_class_dn: 0.355418 loss_bbox_dn: 0.127968 loss_giou_dn: 0.411564 loss_class_aux_dn: 1.921199 loss_bbox_aux_dn: 0.805479 loss_giou_aux_dn: 2.284331 loss: 15.629828 eta: 37 days, 4:36:27 batch_cost: 0.8248 data_cost: 0.0458 ips: 9.6993 images/s [07/22 09:46:08] ppdet.engine INFO: Epoch: [4] [32200/54024] learning_rate: 0.000100 loss_class: 0.649476 loss_bbox: 0.111045 loss_giou: 0.461220 loss_class_aux: 4.109104 loss_bbox_aux: 0.716586 loss_giou_aux: 2.906410 loss_class_dn: 0.329751 loss_bbox_dn: 0.119257 loss_giou_dn: 0.391859 loss_class_aux_dn: 1.789336 loss_bbox_aux_dn: 0.712452 loss_giou_aux_dn: 2.223806 loss: 14.511695 eta: 37 days, 4:30:07 batch_cost: 0.8133 data_cost: 0.0010 ips: 9.8361 images/s [07/22 09:47:39] ppdet.engine INFO: Epoch: [4] [32300/54024] learning_rate: 0.000100 loss_class: 0.713344 loss_bbox: 0.122407 loss_giou: 0.480112 loss_class_aux: 4.407496 loss_bbox_aux: 0.787470 loss_giou_aux: 3.026570 loss_class_dn: 0.354463 loss_bbox_dn: 0.120383 loss_giou_dn: 0.409329 loss_class_aux_dn: 1.877287 loss_bbox_aux_dn: 0.704652 loss_giou_aux_dn: 2.325912 loss: 16.174797 eta: 37 days, 4:26:37 batch_cost: 0.8535 data_cost: 0.0010 ips: 9.3735 images/s [07/22 09:49:02] ppdet.engine INFO: Epoch: [4] [32400/54024] learning_rate: 0.000100 loss_class: 0.669432 loss_bbox: 0.124519 loss_giou: 0.454644 loss_class_aux: 4.212578 loss_bbox_aux: 0.815891 loss_giou_aux: 2.900920 loss_class_dn: 0.346257 loss_bbox_dn: 0.126781 loss_giou_dn: 0.382682 loss_class_aux_dn: 1.896512 loss_bbox_aux_dn: 0.767293 loss_giou_aux_dn: 2.190943 loss: 15.416581 eta: 37 days, 4:18:07 batch_cost: 0.7821 data_cost: 0.0010 ips: 10.2295 images/s [07/22 09:50:35] ppdet.engine INFO: Epoch: [4] [32500/54024] learning_rate: 0.000100 loss_class: 0.704781 loss_bbox: 0.121985 loss_giou: 0.540552 loss_class_aux: 4.474158 loss_bbox_aux: 0.797085 loss_giou_aux: 3.396114 loss_class_dn: 0.355083 loss_bbox_dn: 0.121910 loss_giou_dn: 0.420231 loss_class_aux_dn: 1.939862 loss_bbox_aux_dn: 0.735265 loss_giou_aux_dn: 2.386548 loss: 16.154680 eta: 37 days, 4:15:55 batch_cost: 0.8718 data_cost: 0.0248 ips: 9.1763 images/s [07/22 09:52:04] ppdet.engine INFO: Epoch: [4] [32600/54024] learning_rate: 0.000100 loss_class: 0.754420 loss_bbox: 0.131439 loss_giou: 0.567003 loss_class_aux: 4.641882 loss_bbox_aux: 0.876363 loss_giou_aux: 3.569896 loss_class_dn: 0.383235 loss_bbox_dn: 0.135212 loss_giou_dn: 0.447318 loss_class_aux_dn: 2.091572 loss_bbox_aux_dn: 0.795670 loss_giou_aux_dn: 2.524474 loss: 17.234904 eta: 37 days, 4:12:14 batch_cost: 0.8507 data_cost: 0.0010 ips: 9.4041 images/s [07/22 09:53:36] ppdet.engine INFO: Epoch: [4] [32700/54024] learning_rate: 0.000100 loss_class: 0.704462 loss_bbox: 0.119878 loss_giou: 0.510704 loss_class_aux: 4.403672 loss_bbox_aux: 0.785441 loss_giou_aux: 3.210435 loss_class_dn: 0.361826 loss_bbox_dn: 0.115231 loss_giou_dn: 0.425362 loss_class_aux_dn: 1.954239 loss_bbox_aux_dn: 0.712432 loss_giou_aux_dn: 2.417033 loss: 16.550489 eta: 37 days, 4:09:31 batch_cost: 0.8642 data_cost: 0.0206 ips: 9.2571 images/s [07/22 09:55:10] ppdet.engine INFO: Epoch: [4] [32800/54024] learning_rate: 0.000100 loss_class: 0.742100 loss_bbox: 0.117180 loss_giou: 0.537227 loss_class_aux: 4.589916 loss_bbox_aux: 0.770929 loss_giou_aux: 3.299905 loss_class_dn: 0.363575 loss_bbox_dn: 0.122399 loss_giou_dn: 0.411554 loss_class_aux_dn: 1.966008 loss_bbox_aux_dn: 0.738121 loss_giou_aux_dn: 2.364972 loss: 15.891917 eta: 37 days, 4:08:56 batch_cost: 0.8948 data_cost: 0.0022 ips: 8.9407 images/s [07/22 09:56:40] ppdet.engine INFO: Epoch: [4] [32900/54024] learning_rate: 0.000100 loss_class: 0.686777 loss_bbox: 0.119062 loss_giou: 0.555618 loss_class_aux: 4.332141 loss_bbox_aux: 0.792907 loss_giou_aux: 3.423990 loss_class_dn: 0.365035 loss_bbox_dn: 0.107717 loss_giou_dn: 0.428992 loss_class_aux_dn: 1.968859 loss_bbox_aux_dn: 0.661051 loss_giou_aux_dn: 2.435432 loss: 16.028000 eta: 37 days, 4:05:37 batch_cost: 0.8559 data_cost: 0.0775 ips: 9.3471 images/s [07/22 09:58:08] ppdet.engine INFO: Epoch: [4] [33000/54024] learning_rate: 0.000100 loss_class: 0.698403 loss_bbox: 0.125771 loss_giou: 0.551735 loss_class_aux: 4.308717 loss_bbox_aux: 0.821943 loss_giou_aux: 3.394605 loss_class_dn: 0.364326 loss_bbox_dn: 0.122991 loss_giou_dn: 0.442715 loss_class_aux_dn: 1.947197 loss_bbox_aux_dn: 0.738969 loss_giou_aux_dn: 2.470350 loss: 16.278040 eta: 37 days, 4:00:23 batch_cost: 0.8282 data_cost: 0.0010 ips: 9.6597 images/s [07/22 09:59:36] ppdet.engine INFO: Epoch: [4] [33100/54024] learning_rate: 0.000100 loss_class: 0.697777 loss_bbox: 0.121376 loss_giou: 0.474935 loss_class_aux: 4.337089 loss_bbox_aux: 0.837672 loss_giou_aux: 3.011555 loss_class_dn: 0.350534 loss_bbox_dn: 0.122782 loss_giou_dn: 0.391579 loss_class_aux_dn: 1.867665 loss_bbox_aux_dn: 0.752065 loss_giou_aux_dn: 2.199721 loss: 15.819870 eta: 37 days, 3:55:26 batch_cost: 0.8319 data_cost: 0.0207 ips: 9.6161 images/s [07/22 10:00:59] ppdet.engine INFO: Epoch: [4] [33200/54024] learning_rate: 0.000100 loss_class: 0.715679 loss_bbox: 0.118057 loss_giou: 0.532985 loss_class_aux: 4.449926 loss_bbox_aux: 0.779324 loss_giou_aux: 3.330093 loss_class_dn: 0.351095 loss_bbox_dn: 0.114688 loss_giou_dn: 0.424803 loss_class_aux_dn: 1.886740 loss_bbox_aux_dn: 0.691790 loss_giou_aux_dn: 2.396652 loss: 15.801835 eta: 37 days, 3:47:01 batch_cost: 0.7821 data_cost: 0.0010 ips: 10.2283 images/s [07/22 10:02:23] ppdet.engine INFO: Epoch: [4] [33300/54024] learning_rate: 0.000100 loss_class: 0.671561 loss_bbox: 0.127832 loss_giou: 0.482199 loss_class_aux: 4.108075 loss_bbox_aux: 0.844858 loss_giou_aux: 3.042860 loss_class_dn: 0.340609 loss_bbox_dn: 0.126195 loss_giou_dn: 0.390442 loss_class_aux_dn: 1.833570 loss_bbox_aux_dn: 0.794549 loss_giou_aux_dn: 2.234190 loss: 15.645417 eta: 37 days, 3:39:16 batch_cost: 0.7916 data_cost: 0.0010 ips: 10.1058 images/s [07/22 10:04:02] ppdet.engine INFO: Epoch: [4] [33400/54024] learning_rate: 0.000100 loss_class: 0.710242 loss_bbox: 0.117489 loss_giou: 0.487706 loss_class_aux: 4.433803 loss_bbox_aux: 0.784724 loss_giou_aux: 3.089068 loss_class_dn: 0.353522 loss_bbox_dn: 0.122413 loss_giou_dn: 0.376850 loss_class_aux_dn: 1.920189 loss_bbox_aux_dn: 0.729808 loss_giou_aux_dn: 2.118463 loss: 15.318372 eta: 37 days, 3:41:49 batch_cost: 0.9395 data_cost: 0.0011 ips: 8.5151 images/s [07/22 10:05:51] ppdet.engine INFO: Epoch: [4] [33500/54024] learning_rate: 0.000100 loss_class: 0.699172 loss_bbox: 0.117297 loss_giou: 0.529509 loss_class_aux: 4.341662 loss_bbox_aux: 0.754594 loss_giou_aux: 3.283407 loss_class_dn: 0.351492 loss_bbox_dn: 0.112364 loss_giou_dn: 0.414183 loss_class_aux_dn: 1.903236 loss_bbox_aux_dn: 0.672263 loss_giou_aux_dn: 2.335876 loss: 15.770737 eta: 37 days, 3:51:42 batch_cost: 1.0458 data_cost: 0.0010 ips: 7.6500 images/s [07/22 10:07:16] ppdet.engine INFO: Epoch: [4] [33600/54024] learning_rate: 0.000100 loss_class: 0.716815 loss_bbox: 0.114282 loss_giou: 0.522278 loss_class_aux: 4.407315 loss_bbox_aux: 0.748923 loss_giou_aux: 3.330252 loss_class_dn: 0.367711 loss_bbox_dn: 0.116337 loss_giou_dn: 0.434527 loss_class_aux_dn: 1.958450 loss_bbox_aux_dn: 0.713975 loss_giou_aux_dn: 2.417325 loss: 16.300174 eta: 37 days, 3:44:01 batch_cost: 0.7923 data_cost: 0.0168 ips: 10.0978 images/s [07/22 10:08:40] ppdet.engine INFO: Epoch: [4] [33700/54024] learning_rate: 0.000100 loss_class: 0.699154 loss_bbox: 0.118131 loss_giou: 0.506576 loss_class_aux: 4.389213 loss_bbox_aux: 0.767487 loss_giou_aux: 3.239501 loss_class_dn: 0.351136 loss_bbox_dn: 0.116850 loss_giou_dn: 0.392966 loss_class_aux_dn: 1.912655 loss_bbox_aux_dn: 0.732500 loss_giou_aux_dn: 2.251967 loss: 15.739219 eta: 37 days, 3:36:24 batch_cost: 0.7931 data_cost: 0.0105 ips: 10.0875 images/s [07/22 10:09:03] ppdet.data.transform.operators WARNING: The actual image height: 1024 is not equal to the height: 768.0 in annotation, and update sample['h'] by actual image height. [07/22 10:09:03] ppdet.data.transform.operators WARNING: The actual image width: 768 is not equal to the width: 1024.0 in annotation, and update sample['w'] by actual image width. [07/22 10:10:25] ppdet.engine INFO: Epoch: [4] [33800/54024] learning_rate: 0.000100 loss_class: 0.726513 loss_bbox: 0.122237 loss_giou: 0.528504 loss_class_aux: 4.550565 loss_bbox_aux: 0.783417 loss_giou_aux: 3.345406 loss_class_dn: 0.366979 loss_bbox_dn: 0.118645 loss_giou_dn: 0.450695 loss_class_aux_dn: 1.962925 loss_bbox_aux_dn: 0.745901 loss_giou_aux_dn: 2.513096 loss: 16.242895 eta: 37 days, 3:43:09 batch_cost: 1.0008 data_cost: 0.0263 ips: 7.9940 images/s [07/22 10:11:48] ppdet.engine INFO: Epoch: [4] [33900/54024] learning_rate: 0.000100 loss_class: 0.717472 loss_bbox: 0.125190 loss_giou: 0.534806 loss_class_aux: 4.346514 loss_bbox_aux: 0.812040 loss_giou_aux: 3.373539 loss_class_dn: 0.352308 loss_bbox_dn: 0.120489 loss_giou_dn: 0.415682 loss_class_aux_dn: 1.904521 loss_bbox_aux_dn: 0.746547 loss_giou_aux_dn: 2.340574 loss: 15.872012 eta: 37 days, 3:35:15 batch_cost: 0.7888 data_cost: 0.0009 ips: 10.1424 images/s [07/22 10:13:30] ppdet.engine INFO: Epoch: [4] [34000/54024] learning_rate: 0.000100 loss_class: 0.718041 loss_bbox: 0.122138 loss_giou: 0.540443 loss_class_aux: 4.518234 loss_bbox_aux: 0.824874 loss_giou_aux: 3.316491 loss_class_dn: 0.363660 loss_bbox_dn: 0.123040 loss_giou_dn: 0.423653 loss_class_aux_dn: 1.971491 loss_bbox_aux_dn: 0.774435 loss_giou_aux_dn: 2.358377 loss: 16.243838 eta: 37 days, 3:40:00 batch_cost: 0.9722 data_cost: 0.0010 ips: 8.2287 images/s [07/22 10:14:57] ppdet.engine INFO: Epoch: [4] [34100/54024] learning_rate: 0.000100 loss_class: 0.673056 loss_bbox: 0.116182 loss_giou: 0.520417 loss_class_aux: 4.248660 loss_bbox_aux: 0.767980 loss_giou_aux: 3.337892 loss_class_dn: 0.353861 loss_bbox_dn: 0.112398 loss_giou_dn: 0.423698 loss_class_aux_dn: 1.884579 loss_bbox_aux_dn: 0.683965 loss_giou_aux_dn: 2.380726 loss: 15.972805 eta: 37 days, 3:34:25 batch_cost: 0.8222 data_cost: 0.0010 ips: 9.7295 images/s [07/22 10:16:34] ppdet.engine INFO: Epoch: [4] [34200/54024] learning_rate: 0.000100 loss_class: 0.708919 loss_bbox: 0.119998 loss_giou: 0.513321 loss_class_aux: 4.364918 loss_bbox_aux: 0.781752 loss_giou_aux: 3.211113 loss_class_dn: 0.369586 loss_bbox_dn: 0.110574 loss_giou_dn: 0.414263 loss_class_aux_dn: 1.990946 loss_bbox_aux_dn: 0.685520 loss_giou_aux_dn: 2.358842 loss: 16.080698 eta: 37 days, 3:35:07 batch_cost: 0.9134 data_cost: 0.0843 ips: 8.7585 images/s [07/22 10:18:09] ppdet.engine INFO: Epoch: [4] [34300/54024] learning_rate: 0.000100 loss_class: 0.729044 loss_bbox: 0.133869 loss_giou: 0.584428 loss_class_aux: 4.497269 loss_bbox_aux: 0.882675 loss_giou_aux: 3.612299 loss_class_dn: 0.365970 loss_bbox_dn: 0.120812 loss_giou_dn: 0.450942 loss_class_aux_dn: 1.948226 loss_bbox_aux_dn: 0.715875 loss_giou_aux_dn: 2.531730 loss: 16.659114 eta: 37 days, 3:35:31 batch_cost: 0.9091 data_cost: 0.0014 ips: 8.8003 images/s [07/22 10:19:56] ppdet.engine INFO: Epoch: [4] [34400/54024] learning_rate: 0.000100 loss_class: 0.688578 loss_bbox: 0.114097 loss_giou: 0.515358 loss_class_aux: 4.261990 loss_bbox_aux: 0.760425 loss_giou_aux: 3.210647 loss_class_dn: 0.349244 loss_bbox_dn: 0.117762 loss_giou_dn: 0.402307 loss_class_aux_dn: 1.861646 loss_bbox_aux_dn: 0.720250 loss_giou_aux_dn: 2.271643 loss: 15.759516 eta: 37 days, 3:43:12 batch_cost: 1.0155 data_cost: 0.0410 ips: 7.8777 images/s [07/22 10:21:24] ppdet.engine INFO: Epoch: [4] [34500/54024] learning_rate: 0.000100 loss_class: 0.686709 loss_bbox: 0.118143 loss_giou: 0.509094 loss_class_aux: 4.201808 loss_bbox_aux: 0.775412 loss_giou_aux: 3.176111 loss_class_dn: 0.340616 loss_bbox_dn: 0.123441 loss_giou_dn: 0.413646 loss_class_aux_dn: 1.860242 loss_bbox_aux_dn: 0.719903 loss_giou_aux_dn: 2.333805 loss: 15.395943 eta: 37 days, 3:38:28 batch_cost: 0.8343 data_cost: 0.0128 ips: 9.5890 images/s [07/22 10:22:57] ppdet.engine INFO: Epoch: [4] [34600/54024] learning_rate: 0.000100 loss_class: 0.707504 loss_bbox: 0.118528 loss_giou: 0.508037 loss_class_aux: 4.433216 loss_bbox_aux: 0.783743 loss_giou_aux: 3.180628 loss_class_dn: 0.347926 loss_bbox_dn: 0.115980 loss_giou_dn: 0.412538 loss_class_aux_dn: 1.908167 loss_bbox_aux_dn: 0.714122 loss_giou_aux_dn: 2.301580 loss: 15.239820 eta: 37 days, 3:36:43 batch_cost: 0.8780 data_cost: 0.1047 ips: 9.1115 images/s [07/22 10:24:22] ppdet.engine INFO: Epoch: [4] [34700/54024] learning_rate: 0.000100 loss_class: 0.710087 loss_bbox: 0.116032 loss_giou: 0.537245 loss_class_aux: 4.388739 loss_bbox_aux: 0.778915 loss_giou_aux: 3.336529 loss_class_dn: 0.363891 loss_bbox_dn: 0.116811 loss_giou_dn: 0.416835 loss_class_aux_dn: 1.963874 loss_bbox_aux_dn: 0.714913 loss_giou_aux_dn: 2.366777 loss: 15.870333 eta: 37 days, 3:30:11 batch_cost: 0.8081 data_cost: 0.0128 ips: 9.8993 images/s [07/22 10:25:46] ppdet.engine INFO: Epoch: [4] [34800/54024] learning_rate: 0.000100 loss_class: 0.729154 loss_bbox: 0.127855 loss_giou: 0.526971 loss_class_aux: 4.501994 loss_bbox_aux: 0.825734 loss_giou_aux: 3.301965 loss_class_dn: 0.357010 loss_bbox_dn: 0.126413 loss_giou_dn: 0.425778 loss_class_aux_dn: 1.898759 loss_bbox_aux_dn: 0.759238 loss_giou_aux_dn: 2.365912 loss: 16.360568 eta: 37 days, 3:22:21 batch_cost: 0.7887 data_cost: 0.0141 ips: 10.1439 images/s [07/22 10:27:18] ppdet.engine INFO: Epoch: [4] [34900/54024] learning_rate: 0.000100 loss_class: 0.711443 loss_bbox: 0.122103 loss_giou: 0.542483 loss_class_aux: 4.436800 loss_bbox_aux: 0.819262 loss_giou_aux: 3.397787 loss_class_dn: 0.368837 loss_bbox_dn: 0.128355 loss_giou_dn: 0.437634 loss_class_aux_dn: 1.977896 loss_bbox_aux_dn: 0.779793 loss_giou_aux_dn: 2.429766 loss: 16.321122 eta: 37 days, 3:20:41 batch_cost: 0.8791 data_cost: 0.1094 ips: 9.1003 images/s [07/22 10:28:45] ppdet.engine INFO: Epoch: [4] [35000/54024] learning_rate: 0.000100 loss_class: 0.727352 loss_bbox: 0.130668 loss_giou: 0.553998 loss_class_aux: 4.531104 loss_bbox_aux: 0.840127 loss_giou_aux: 3.437570 loss_class_dn: 0.379359 loss_bbox_dn: 0.124951 loss_giou_dn: 0.447651 loss_class_aux_dn: 2.016197 loss_bbox_aux_dn: 0.741692 loss_giou_aux_dn: 2.472255 loss: 17.281598 eta: 37 days, 3:14:53 batch_cost: 0.8182 data_cost: 0.0409 ips: 9.7777 images/s [07/22 10:30:24] ppdet.engine INFO: Epoch: [4] [35100/54024] learning_rate: 0.000100 loss_class: 0.674394 loss_bbox: 0.114516 loss_giou: 0.463243 loss_class_aux: 4.213510 loss_bbox_aux: 0.735562 loss_giou_aux: 2.950408 loss_class_dn: 0.332261 loss_bbox_dn: 0.114949 loss_giou_dn: 0.380639 loss_class_aux_dn: 1.800898 loss_bbox_aux_dn: 0.706609 loss_giou_aux_dn: 2.152192 loss: 15.107692 eta: 37 days, 3:17:13 batch_cost: 0.9378 data_cost: 0.1180 ips: 8.5307 images/s [07/22 10:31:50] ppdet.engine INFO: Epoch: [4] [35200/54024] learning_rate: 0.000100 loss_class: 0.701236 loss_bbox: 0.121300 loss_giou: 0.500088 loss_class_aux: 4.444741 loss_bbox_aux: 0.770535 loss_giou_aux: 3.078036 loss_class_dn: 0.346647 loss_bbox_dn: 0.119328 loss_giou_dn: 0.385345 loss_class_aux_dn: 1.843102 loss_bbox_aux_dn: 0.748213 loss_giou_aux_dn: 2.162016 loss: 15.313879 eta: 37 days, 3:10:58 batch_cost: 0.8114 data_cost: 0.0263 ips: 9.8596 images/s [07/22 10:33:19] ppdet.engine INFO: Epoch: [4] [35300/54024] learning_rate: 0.000100 loss_class: 0.705248 loss_bbox: 0.119332 loss_giou: 0.536159 loss_class_aux: 4.368748 loss_bbox_aux: 0.782827 loss_giou_aux: 3.442041 loss_class_dn: 0.363589 loss_bbox_dn: 0.119282 loss_giou_dn: 0.432484 loss_class_aux_dn: 1.985463 loss_bbox_aux_dn: 0.735774 loss_giou_aux_dn: 2.474035 loss: 16.143929 eta: 37 days, 3:06:39 batch_cost: 0.8398 data_cost: 0.0010 ips: 9.5257 images/s [07/22 10:34:52] ppdet.engine INFO: Epoch: [4] [35400/54024] learning_rate: 0.000100 loss_class: 0.715536 loss_bbox: 0.116128 loss_giou: 0.532231 loss_class_aux: 4.428717 loss_bbox_aux: 0.742287 loss_giou_aux: 3.329064 loss_class_dn: 0.356478 loss_bbox_dn: 0.112189 loss_giou_dn: 0.412248 loss_class_aux_dn: 1.886889 loss_bbox_aux_dn: 0.674594 loss_giou_aux_dn: 2.305980 loss: 15.764711 eta: 37 days, 3:05:42 batch_cost: 0.8894 data_cost: 0.0010 ips: 8.9952 images/s [07/22 10:36:26] ppdet.engine INFO: Epoch: [4] [35500/54024] learning_rate: 0.000100 loss_class: 0.738120 loss_bbox: 0.132377 loss_giou: 0.576487 loss_class_aux: 4.576522 loss_bbox_aux: 0.862086 loss_giou_aux: 3.572158 loss_class_dn: 0.374720 loss_bbox_dn: 0.123284 loss_giou_dn: 0.443384 loss_class_aux_dn: 2.016983 loss_bbox_aux_dn: 0.731698 loss_giou_aux_dn: 2.520019 loss: 16.928325 eta: 37 days, 3:04:22 batch_cost: 0.8838 data_cost: 0.0572 ips: 9.0521 images/s [07/22 10:37:56] ppdet.engine INFO: Epoch: [4] [35600/54024] learning_rate: 0.000100 loss_class: 0.696528 loss_bbox: 0.115747 loss_giou: 0.512725 loss_class_aux: 4.323665 loss_bbox_aux: 0.726589 loss_giou_aux: 3.188564 loss_class_dn: 0.339367 loss_bbox_dn: 0.111383 loss_giou_dn: 0.390224 loss_class_aux_dn: 1.860965 loss_bbox_aux_dn: 0.652895 loss_giou_aux_dn: 2.197379 loss: 15.272242 eta: 37 days, 3:01:23 batch_cost: 0.8594 data_cost: 0.0202 ips: 9.3083 images/s [07/22 10:39:26] ppdet.engine INFO: Epoch: [4] [35700/54024] learning_rate: 0.000100 loss_class: 0.704497 loss_bbox: 0.124938 loss_giou: 0.511068 loss_class_aux: 4.411461 loss_bbox_aux: 0.831531 loss_giou_aux: 3.199206 loss_class_dn: 0.366307 loss_bbox_dn: 0.127437 loss_giou_dn: 0.420244 loss_class_aux_dn: 1.949810 loss_bbox_aux_dn: 0.761581 loss_giou_aux_dn: 2.376246 loss: 16.299653 eta: 37 days, 2:57:43 batch_cost: 0.8492 data_cost: 0.0010 ips: 9.4210 images/s [07/22 10:41:16] ppdet.engine INFO: Epoch: [4] [35800/54024] learning_rate: 0.000100 loss_class: 0.678045 loss_bbox: 0.110703 loss_giou: 0.489524 loss_class_aux: 4.182375 loss_bbox_aux: 0.732292 loss_giou_aux: 3.099116 loss_class_dn: 0.339058 loss_bbox_dn: 0.105219 loss_giou_dn: 0.395227 loss_class_aux_dn: 1.810080 loss_bbox_aux_dn: 0.629475 loss_giou_aux_dn: 2.223269 loss: 15.136426 eta: 37 days, 3:07:25 batch_cost: 1.0471 data_cost: 0.0667 ips: 7.6401 images/s [07/22 10:42:46] ppdet.engine INFO: Epoch: [4] [35900/54024] learning_rate: 0.000100 loss_class: 0.688156 loss_bbox: 0.120672 loss_giou: 0.518774 loss_class_aux: 4.315214 loss_bbox_aux: 0.770342 loss_giou_aux: 3.226883 loss_class_dn: 0.349539 loss_bbox_dn: 0.114839 loss_giou_dn: 0.407970 loss_class_aux_dn: 1.881165 loss_bbox_aux_dn: 0.697437 loss_giou_aux_dn: 2.310918 loss: 15.703087 eta: 37 days, 3:03:58 batch_cost: 0.8524 data_cost: 0.0283 ips: 9.3851 images/s [07/22 10:44:31] ppdet.engine INFO: Epoch: [4] [36000/54024] learning_rate: 0.000100 loss_class: 0.675715 loss_bbox: 0.118018 loss_giou: 0.484474 loss_class_aux: 4.251361 loss_bbox_aux: 0.761456 loss_giou_aux: 3.063474 loss_class_dn: 0.359389 loss_bbox_dn: 0.118129 loss_giou_dn: 0.391970 loss_class_aux_dn: 1.923732 loss_bbox_aux_dn: 0.713013 loss_giou_aux_dn: 2.200444 loss: 15.280112 eta: 37 days, 3:10:33 batch_cost: 1.0015 data_cost: 0.0767 ips: 7.9880 images/s [07/22 10:45:54] ppdet.engine INFO: Epoch: [4] [36100/54024] learning_rate: 0.000100 loss_class: 0.769717 loss_bbox: 0.127933 loss_giou: 0.540278 loss_class_aux: 4.819716 loss_bbox_aux: 0.824507 loss_giou_aux: 3.359865 loss_class_dn: 0.377145 loss_bbox_dn: 0.129512 loss_giou_dn: 0.443759 loss_class_aux_dn: 2.032726 loss_bbox_aux_dn: 0.810830 loss_giou_aux_dn: 2.544693 loss: 16.524653 eta: 37 days, 3:02:19 batch_cost: 0.7813 data_cost: 0.0010 ips: 10.2391 images/s [07/22 10:47:22] ppdet.engine INFO: Epoch: [4] [36200/54024] learning_rate: 0.000100 loss_class: 0.717047 loss_bbox: 0.118376 loss_giou: 0.534024 loss_class_aux: 4.471430 loss_bbox_aux: 0.768626 loss_giou_aux: 3.368126 loss_class_dn: 0.358994 loss_bbox_dn: 0.118471 loss_giou_dn: 0.416017 loss_class_aux_dn: 1.948732 loss_bbox_aux_dn: 0.733710 loss_giou_aux_dn: 2.322968 loss: 15.993152 eta: 37 days, 2:57:44 batch_cost: 0.8356 data_cost: 0.0009 ips: 9.5743 images/s [07/22 10:48:49] ppdet.engine INFO: Epoch: [4] [36300/54024] learning_rate: 0.000100 loss_class: 0.761978 loss_bbox: 0.133454 loss_giou: 0.582139 loss_class_aux: 4.661430 loss_bbox_aux: 0.871147 loss_giou_aux: 3.563858 loss_class_dn: 0.383484 loss_bbox_dn: 0.123111 loss_giou_dn: 0.447250 loss_class_aux_dn: 2.023780 loss_bbox_aux_dn: 0.744021 loss_giou_aux_dn: 2.543382 loss: 17.287637 eta: 37 days, 2:51:57 batch_cost: 0.8176 data_cost: 0.0011 ips: 9.7849 images/s [07/22 10:50:19] ppdet.engine INFO: Epoch: [4] [36400/54024] learning_rate: 0.000100 loss_class: 0.712656 loss_bbox: 0.121844 loss_giou: 0.502527 loss_class_aux: 4.353199 loss_bbox_aux: 0.798470 loss_giou_aux: 3.204730 loss_class_dn: 0.352504 loss_bbox_dn: 0.116461 loss_giou_dn: 0.413733 loss_class_aux_dn: 1.912248 loss_bbox_aux_dn: 0.716366 loss_giou_aux_dn: 2.312801 loss: 16.308921 eta: 37 days, 2:48:33 batch_cost: 0.8527 data_cost: 0.0013 ips: 9.3818 images/s [07/22 10:51:45] ppdet.engine INFO: Epoch: [4] [36500/54024] learning_rate: 0.000100 loss_class: 0.686112 loss_bbox: 0.117430 loss_giou: 0.473773 loss_class_aux: 4.234778 loss_bbox_aux: 0.767650 loss_giou_aux: 3.029269 loss_class_dn: 0.336719 loss_bbox_dn: 0.113161 loss_giou_dn: 0.400053 loss_class_aux_dn: 1.834816 loss_bbox_aux_dn: 0.698927 loss_giou_aux_dn: 2.218903 loss: 15.284966 eta: 37 days, 2:42:02 batch_cost: 0.8066 data_cost: 0.0142 ips: 9.9188 images/s [07/22 10:53:32] ppdet.engine INFO: Epoch: [4] [36600/54024] learning_rate: 0.000100 loss_class: 0.708350 loss_bbox: 0.128365 loss_giou: 0.524740 loss_class_aux: 4.393988 loss_bbox_aux: 0.807576 loss_giou_aux: 3.311074 loss_class_dn: 0.362339 loss_bbox_dn: 0.121372 loss_giou_dn: 0.425028 loss_class_aux_dn: 1.959157 loss_bbox_aux_dn: 0.725346 loss_giou_aux_dn: 2.369148 loss: 16.035535 eta: 37 days, 2:50:01 batch_cost: 1.0227 data_cost: 0.0009 ips: 7.8224 images/s [07/22 10:55:03] ppdet.engine INFO: Epoch: [4] [36700/54024] learning_rate: 0.000100 loss_class: 0.690893 loss_bbox: 0.127803 loss_giou: 0.545950 loss_class_aux: 4.361978 loss_bbox_aux: 0.812566 loss_giou_aux: 3.428485 loss_class_dn: 0.355359 loss_bbox_dn: 0.126685 loss_giou_dn: 0.426997 loss_class_aux_dn: 1.911445 loss_bbox_aux_dn: 0.760899 loss_giou_aux_dn: 2.370501 loss: 16.086329 eta: 37 days, 2:47:14 batch_cost: 0.8623 data_cost: 0.0839 ips: 9.2779 images/s [07/22 10:56:42] ppdet.engine INFO: Epoch: [4] [36800/54024] learning_rate: 0.000100 loss_class: 0.710777 loss_bbox: 0.119130 loss_giou: 0.523194 loss_class_aux: 4.430772 loss_bbox_aux: 0.783192 loss_giou_aux: 3.303537 loss_class_dn: 0.367158 loss_bbox_dn: 0.121122 loss_giou_dn: 0.427912 loss_class_aux_dn: 1.954089 loss_bbox_aux_dn: 0.731161 loss_giou_aux_dn: 2.394951 loss: 16.489073 eta: 37 days, 2:49:47 batch_cost: 0.9419 data_cost: 0.0108 ips: 8.4933 images/s [07/22 10:58:18] ppdet.engine INFO: Epoch: [4] [36900/54024] learning_rate: 0.000100 loss_class: 0.722395 loss_bbox: 0.122182 loss_giou: 0.552952 loss_class_aux: 4.522041 loss_bbox_aux: 0.768158 loss_giou_aux: 3.446939 loss_class_dn: 0.362851 loss_bbox_dn: 0.107254 loss_giou_dn: 0.423544 loss_class_aux_dn: 1.934676 loss_bbox_aux_dn: 0.654905 loss_giou_aux_dn: 2.404662 loss: 16.292447 eta: 37 days, 2:50:36 batch_cost: 0.9160 data_cost: 0.0089 ips: 8.7332 images/s [07/22 10:59:50] ppdet.engine INFO: Epoch: [4] [37000/54024] learning_rate: 0.000100 loss_class: 0.702012 loss_bbox: 0.118824 loss_giou: 0.517039 loss_class_aux: 4.417342 loss_bbox_aux: 0.769511 loss_giou_aux: 3.245716 loss_class_dn: 0.343579 loss_bbox_dn: 0.115733 loss_giou_dn: 0.410972 loss_class_aux_dn: 1.860673 loss_bbox_aux_dn: 0.700010 loss_giou_aux_dn: 2.311538 loss: 15.218051 eta: 37 days, 2:48:04 batch_cost: 0.8660 data_cost: 0.0350 ips: 9.2377 images/s [07/22 11:01:22] ppdet.engine INFO: Epoch: [4] [37100/54024] learning_rate: 0.000100 loss_class: 0.697393 loss_bbox: 0.122334 loss_giou: 0.534867 loss_class_aux: 4.323213 loss_bbox_aux: 0.808453 loss_giou_aux: 3.340085 loss_class_dn: 0.358700 loss_bbox_dn: 0.125287 loss_giou_dn: 0.412426 loss_class_aux_dn: 1.950689 loss_bbox_aux_dn: 0.778745 loss_giou_aux_dn: 2.350661 loss: 16.088398 eta: 37 days, 2:46:38 batch_cost: 0.8824 data_cost: 0.0009 ips: 9.0666 images/s [07/22 11:02:55] ppdet.engine INFO: Epoch: [4] [37200/54024] learning_rate: 0.000100 loss_class: 0.659011 loss_bbox: 0.117920 loss_giou: 0.488372 loss_class_aux: 4.107786 loss_bbox_aux: 0.751626 loss_giou_aux: 3.069858 loss_class_dn: 0.345473 loss_bbox_dn: 0.119725 loss_giou_dn: 0.403399 loss_class_aux_dn: 1.856963 loss_bbox_aux_dn: 0.713470 loss_giou_aux_dn: 2.264172 loss: 15.375431 eta: 37 days, 2:44:49 batch_cost: 0.8765 data_cost: 0.0010 ips: 9.1269 images/s [07/22 11:04:43] ppdet.engine INFO: Epoch: [4] [37300/54024] learning_rate: 0.000100 loss_class: 0.678767 loss_bbox: 0.113601 loss_giou: 0.477361 loss_class_aux: 4.248343 loss_bbox_aux: 0.734293 loss_giou_aux: 3.004255 loss_class_dn: 0.348758 loss_bbox_dn: 0.112779 loss_giou_dn: 0.371583 loss_class_aux_dn: 1.854483 loss_bbox_aux_dn: 0.668593 loss_giou_aux_dn: 2.138926 loss: 14.933282 eta: 37 days, 2:53:45 batch_cost: 1.0386 data_cost: 0.1857 ips: 7.7027 images/s [07/22 11:06:24] ppdet.engine INFO: Epoch: [4] [37400/54024] learning_rate: 0.000100 loss_class: 0.671459 loss_bbox: 0.119753 loss_giou: 0.489252 loss_class_aux: 4.162409 loss_bbox_aux: 0.799752 loss_giou_aux: 3.087343 loss_class_dn: 0.326799 loss_bbox_dn: 0.111572 loss_giou_dn: 0.381528 loss_class_aux_dn: 1.741813 loss_bbox_aux_dn: 0.671051 loss_giou_aux_dn: 2.143673 loss: 14.248128 eta: 37 days, 2:57:09 batch_cost: 0.9555 data_cost: 0.0320 ips: 8.3725 images/s [07/22 11:07:56] ppdet.engine INFO: Epoch: [4] [37500/54024] learning_rate: 0.000100 loss_class: 0.671824 loss_bbox: 0.118592 loss_giou: 0.500300 loss_class_aux: 4.189698 loss_bbox_aux: 0.786793 loss_giou_aux: 3.187247 loss_class_dn: 0.345946 loss_bbox_dn: 0.125529 loss_giou_dn: 0.401689 loss_class_aux_dn: 1.877835 loss_bbox_aux_dn: 0.760334 loss_giou_aux_dn: 2.285530 loss: 15.650927 eta: 37 days, 2:55:14 batch_cost: 0.8753 data_cost: 0.0096 ips: 9.1400 images/s [07/22 11:09:29] ppdet.engine INFO: Epoch: [4] [37600/54024] learning_rate: 0.000100 loss_class: 0.731141 loss_bbox: 0.120985 loss_giou: 0.536164 loss_class_aux: 4.570929 loss_bbox_aux: 0.806470 loss_giou_aux: 3.369030 loss_class_dn: 0.368381 loss_bbox_dn: 0.119207 loss_giou_dn: 0.426585 loss_class_aux_dn: 1.989155 loss_bbox_aux_dn: 0.716413 loss_giou_aux_dn: 2.378274 loss: 16.293858 eta: 37 days, 2:54:00 batch_cost: 0.8858 data_cost: 0.0281 ips: 9.0317 images/s [07/22 11:11:03] ppdet.engine INFO: Epoch: [4] [37700/54024] learning_rate: 0.000100 loss_class: 0.709205 loss_bbox: 0.122123 loss_giou: 0.528771 loss_class_aux: 4.449372 loss_bbox_aux: 0.802231 loss_giou_aux: 3.306254 loss_class_dn: 0.359005 loss_bbox_dn: 0.116870 loss_giou_dn: 0.423171 loss_class_aux_dn: 1.928777 loss_bbox_aux_dn: 0.709838 loss_giou_aux_dn: 2.408149 loss: 16.430557 eta: 37 days, 2:52:48 batch_cost: 0.8861 data_cost: 0.0111 ips: 9.0284 images/s [07/22 11:12:37] ppdet.engine INFO: Epoch: [4] [37800/54024] learning_rate: 0.000100 loss_class: 0.692446 loss_bbox: 0.112340 loss_giou: 0.504505 loss_class_aux: 4.370975 loss_bbox_aux: 0.738506 loss_giou_aux: 3.181012 loss_class_dn: 0.343045 loss_bbox_dn: 0.112341 loss_giou_dn: 0.395944 loss_class_aux_dn: 1.881728 loss_bbox_aux_dn: 0.701754 loss_giou_aux_dn: 2.261479 loss: 15.412289 eta: 37 days, 2:52:24 batch_cost: 0.8982 data_cost: 0.0010 ips: 8.9065 images/s [07/22 11:14:05] ppdet.engine INFO: Epoch: [4] [37900/54024] learning_rate: 0.000100 loss_class: 0.716372 loss_bbox: 0.119736 loss_giou: 0.502849 loss_class_aux: 4.479683 loss_bbox_aux: 0.766789 loss_giou_aux: 3.198720 loss_class_dn: 0.366601 loss_bbox_dn: 0.116469 loss_giou_dn: 0.415145 loss_class_aux_dn: 1.987805 loss_bbox_aux_dn: 0.721924 loss_giou_aux_dn: 2.349086 loss: 16.173788 eta: 37 days, 2:47:20 batch_cost: 0.8275 data_cost: 0.0151 ips: 9.6675 images/s [07/22 11:15:31] ppdet.engine INFO: Epoch: [4] [38000/54024] learning_rate: 0.000100 loss_class: 0.706793 loss_bbox: 0.122669 loss_giou: 0.520204 loss_class_aux: 4.409641 loss_bbox_aux: 0.815523 loss_giou_aux: 3.247489 loss_class_dn: 0.367105 loss_bbox_dn: 0.121059 loss_giou_dn: 0.426206 loss_class_aux_dn: 1.972207 loss_bbox_aux_dn: 0.735453 loss_giou_aux_dn: 2.415951 loss: 16.356738 eta: 37 days, 2:41:24 batch_cost: 0.8144 data_cost: 0.0142 ips: 9.8230 images/s [07/22 11:17:23] ppdet.engine INFO: Epoch: [4] [38100/54024] learning_rate: 0.000100 loss_class: 0.716026 loss_bbox: 0.112421 loss_giou: 0.540125 loss_class_aux: 4.429035 loss_bbox_aux: 0.748262 loss_giou_aux: 3.383031 loss_class_dn: 0.352849 loss_bbox_dn: 0.112651 loss_giou_dn: 0.432143 loss_class_aux_dn: 1.876053 loss_bbox_aux_dn: 0.664564 loss_giou_aux_dn: 2.453295 loss: 15.913136 eta: 37 days, 2:52:13 batch_cost: 1.0687 data_cost: 0.0121 ips: 7.4860 images/s [07/22 11:18:49] ppdet.engine INFO: Epoch: [4] [38200/54024] learning_rate: 0.000100 loss_class: 0.734055 loss_bbox: 0.125267 loss_giou: 0.516184 loss_class_aux: 4.583321 loss_bbox_aux: 0.804238 loss_giou_aux: 3.255000 loss_class_dn: 0.350391 loss_bbox_dn: 0.115908 loss_giou_dn: 0.405705 loss_class_aux_dn: 1.870644 loss_bbox_aux_dn: 0.703236 loss_giou_aux_dn: 2.259997 loss: 15.591747 eta: 37 days, 2:46:35 batch_cost: 0.8187 data_cost: 0.0010 ips: 9.7718 images/s [07/22 11:20:15] ppdet.engine INFO: Epoch: [4] [38300/54024] learning_rate: 0.000100 loss_class: 0.663229 loss_bbox: 0.106222 loss_giou: 0.519922 loss_class_aux: 4.099473 loss_bbox_aux: 0.700200 loss_giou_aux: 3.340974 loss_class_dn: 0.333421 loss_bbox_dn: 0.113587 loss_giou_dn: 0.401228 loss_class_aux_dn: 1.819050 loss_bbox_aux_dn: 0.690407 loss_giou_aux_dn: 2.285413 loss: 15.317892 eta: 37 days, 2:40:08 batch_cost: 0.8063 data_cost: 0.0075 ips: 9.9223 images/s [07/22 11:21:45] ppdet.engine INFO: Epoch: [4] [38400/54024] learning_rate: 0.000100 loss_class: 0.701786 loss_bbox: 0.121627 loss_giou: 0.498012 loss_class_aux: 4.467022 loss_bbox_aux: 0.797537 loss_giou_aux: 3.111574 loss_class_dn: 0.338789 loss_bbox_dn: 0.120901 loss_giou_dn: 0.392835 loss_class_aux_dn: 1.851970 loss_bbox_aux_dn: 0.722314 loss_giou_aux_dn: 2.174165 loss: 15.366538 eta: 37 days, 2:36:49 batch_cost: 0.8539 data_cost: 0.0009 ips: 9.3688 images/s [07/22 11:23:19] ppdet.engine INFO: Epoch: [4] [38500/54024] learning_rate: 0.000100 loss_class: 0.723920 loss_bbox: 0.123496 loss_giou: 0.524885 loss_class_aux: 4.482265 loss_bbox_aux: 0.826544 loss_giou_aux: 3.277720 loss_class_dn: 0.367074 loss_bbox_dn: 0.119852 loss_giou_dn: 0.413890 loss_class_aux_dn: 1.982931 loss_bbox_aux_dn: 0.724838 loss_giou_aux_dn: 2.326782 loss: 16.543679 eta: 37 days, 2:36:12 batch_cost: 0.8951 data_cost: 0.0696 ips: 8.9373 images/s [07/22 11:25:00] ppdet.engine INFO: Epoch: [4] [38600/54024] learning_rate: 0.000100 loss_class: 0.701656 loss_bbox: 0.119700 loss_giou: 0.490951 loss_class_aux: 4.335146 loss_bbox_aux: 0.786396 loss_giou_aux: 3.072792 loss_class_dn: 0.338763 loss_bbox_dn: 0.122544 loss_giou_dn: 0.388560 loss_class_aux_dn: 1.831573 loss_bbox_aux_dn: 0.748684 loss_giou_aux_dn: 2.185905 loss: 15.106235 eta: 37 days, 2:40:17 batch_cost: 0.9669 data_cost: 0.0010 ips: 8.2739 images/s [07/22 11:26:32] ppdet.engine INFO: Epoch: [4] [38700/54024] learning_rate: 0.000100 loss_class: 0.694003 loss_bbox: 0.114962 loss_giou: 0.503801 loss_class_aux: 4.247868 loss_bbox_aux: 0.760686 loss_giou_aux: 3.102269 loss_class_dn: 0.338688 loss_bbox_dn: 0.110662 loss_giou_dn: 0.404711 loss_class_aux_dn: 1.834181 loss_bbox_aux_dn: 0.666212 loss_giou_aux_dn: 2.291343 loss: 15.326867 eta: 37 days, 2:37:23 batch_cost: 0.8600 data_cost: 0.0009 ips: 9.3025 images/s [07/22 11:28:13] ppdet.engine INFO: Epoch: [4] [38800/54024] learning_rate: 0.000100 loss_class: 0.713270 loss_bbox: 0.123812 loss_giou: 0.566619 loss_class_aux: 4.400301 loss_bbox_aux: 0.819757 loss_giou_aux: 3.569204 loss_class_dn: 0.354969 loss_bbox_dn: 0.119040 loss_giou_dn: 0.422108 loss_class_aux_dn: 1.914477 loss_bbox_aux_dn: 0.727688 loss_giou_aux_dn: 2.349741 loss: 16.306474 eta: 37 days, 2:41:34 batch_cost: 0.9688 data_cost: 0.0809 ips: 8.2575 images/s [07/22 11:29:50] ppdet.engine INFO: Epoch: [4] [38900/54024] learning_rate: 0.000100 loss_class: 0.721194 loss_bbox: 0.114361 loss_giou: 0.479287 loss_class_aux: 4.351089 loss_bbox_aux: 0.750569 loss_giou_aux: 3.088068 loss_class_dn: 0.348522 loss_bbox_dn: 0.114163 loss_giou_dn: 0.403828 loss_class_aux_dn: 1.890368 loss_bbox_aux_dn: 0.707501 loss_giou_aux_dn: 2.243017 loss: 15.031184 eta: 37 days, 2:43:05 batch_cost: 0.9279 data_cost: 0.0766 ips: 8.6212 images/s [07/22 11:31:24] ppdet.engine INFO: Epoch: [4] [39000/54024] learning_rate: 0.000100 loss_class: 0.705252 loss_bbox: 0.120845 loss_giou: 0.534997 loss_class_aux: 4.433035 loss_bbox_aux: 0.793352 loss_giou_aux: 3.371626 loss_class_dn: 0.359547 loss_bbox_dn: 0.119155 loss_giou_dn: 0.411732 loss_class_aux_dn: 1.952225 loss_bbox_aux_dn: 0.740566 loss_giou_aux_dn: 2.330641 loss: 15.904456 eta: 37 days, 2:42:02 batch_cost: 0.8886 data_cost: 0.0009 ips: 9.0025 images/s [07/22 11:32:53] ppdet.engine INFO: Epoch: [4] [39100/54024] learning_rate: 0.000100 loss_class: 0.694155 loss_bbox: 0.114156 loss_giou: 0.549576 loss_class_aux: 4.234518 loss_bbox_aux: 0.765364 loss_giou_aux: 3.508382 loss_class_dn: 0.357729 loss_bbox_dn: 0.114976 loss_giou_dn: 0.442956 loss_class_aux_dn: 1.939062 loss_bbox_aux_dn: 0.694071 loss_giou_aux_dn: 2.485681 loss: 16.193082 eta: 37 days, 2:38:27 batch_cost: 0.8497 data_cost: 0.0010 ips: 9.4153 images/s [07/22 11:34:35] ppdet.engine INFO: Epoch: [4] [39200/54024] learning_rate: 0.000100 loss_class: 0.752854 loss_bbox: 0.131166 loss_giou: 0.590238 loss_class_aux: 4.736948 loss_bbox_aux: 0.863503 loss_giou_aux: 3.639782 loss_class_dn: 0.402406 loss_bbox_dn: 0.122134 loss_giou_dn: 0.469317 loss_class_aux_dn: 2.130231 loss_bbox_aux_dn: 0.724299 loss_giou_aux_dn: 2.626252 loss: 17.683933 eta: 37 days, 2:42:35 batch_cost: 0.9686 data_cost: 0.0372 ips: 8.2597 images/s [07/22 11:36:10] ppdet.engine INFO: Epoch: [4] [39300/54024] learning_rate: 0.000100 loss_class: 0.703544 loss_bbox: 0.119630 loss_giou: 0.521144 loss_class_aux: 4.394512 loss_bbox_aux: 0.793397 loss_giou_aux: 3.330128 loss_class_dn: 0.368455 loss_bbox_dn: 0.122016 loss_giou_dn: 0.419319 loss_class_aux_dn: 1.993839 loss_bbox_aux_dn: 0.709829 loss_giou_aux_dn: 2.379863 loss: 16.577112 eta: 37 days, 2:42:32 batch_cost: 0.9042 data_cost: 0.0012 ips: 8.8474 images/s [07/22 11:37:50] ppdet.engine INFO: Epoch: [4] [39400/54024] learning_rate: 0.000100 loss_class: 0.717643 loss_bbox: 0.117280 loss_giou: 0.489682 loss_class_aux: 4.491241 loss_bbox_aux: 0.760933 loss_giou_aux: 3.119096 loss_class_dn: 0.347198 loss_bbox_dn: 0.102296 loss_giou_dn: 0.396509 loss_class_aux_dn: 1.854391 loss_bbox_aux_dn: 0.608832 loss_giou_aux_dn: 2.240216 loss: 15.470618 eta: 37 days, 2:46:09 batch_cost: 0.9607 data_cost: 0.1163 ips: 8.3271 images/s [07/22 11:39:25] ppdet.engine INFO: Epoch: [4] [39500/54024] learning_rate: 0.000100 loss_class: 0.765402 loss_bbox: 0.125281 loss_giou: 0.628571 loss_class_aux: 4.771414 loss_bbox_aux: 0.829357 loss_giou_aux: 3.920518 loss_class_dn: 0.379717 loss_bbox_dn: 0.121141 loss_giou_dn: 0.475314 loss_class_aux_dn: 2.060038 loss_bbox_aux_dn: 0.742481 loss_giou_aux_dn: 2.688141 loss: 16.968038 eta: 37 days, 2:45:39 batch_cost: 0.8974 data_cost: 0.0720 ips: 8.9145 images/s [07/22 11:40:59] ppdet.engine INFO: Epoch: [4] [39600/54024] learning_rate: 0.000100 loss_class: 0.737976 loss_bbox: 0.123143 loss_giou: 0.509391 loss_class_aux: 4.603108 loss_bbox_aux: 0.809934 loss_giou_aux: 3.226098 loss_class_dn: 0.366242 loss_bbox_dn: 0.126263 loss_giou_dn: 0.411939 loss_class_aux_dn: 1.952974 loss_bbox_aux_dn: 0.760728 loss_giou_aux_dn: 2.344504 loss: 15.857281 eta: 37 days, 2:44:54 batch_cost: 0.8934 data_cost: 0.0019 ips: 8.9543 images/s [07/22 11:42:26] ppdet.engine INFO: Epoch: [4] [39700/54024] learning_rate: 0.000100 loss_class: 0.709902 loss_bbox: 0.119162 loss_giou: 0.501531 loss_class_aux: 4.382962 loss_bbox_aux: 0.784808 loss_giou_aux: 3.139979 loss_class_dn: 0.353730 loss_bbox_dn: 0.122555 loss_giou_dn: 0.395217 loss_class_aux_dn: 1.897950 loss_bbox_aux_dn: 0.743778 loss_giou_aux_dn: 2.275090 loss: 15.694754 eta: 37 days, 2:40:14 batch_cost: 0.8329 data_cost: 0.0010 ips: 9.6044 images/s [07/22 11:43:58] ppdet.engine INFO: Epoch: [4] [39800/54024] learning_rate: 0.000100 loss_class: 0.741855 loss_bbox: 0.122141 loss_giou: 0.533425 loss_class_aux: 4.618513 loss_bbox_aux: 0.799095 loss_giou_aux: 3.323496 loss_class_dn: 0.379289 loss_bbox_dn: 0.125054 loss_giou_dn: 0.439026 loss_class_aux_dn: 2.024578 loss_bbox_aux_dn: 0.757036 loss_giou_aux_dn: 2.451066 loss: 17.028638 eta: 37 days, 2:37:35 batch_cost: 0.8640 data_cost: 0.0090 ips: 9.2593 images/s [07/22 11:45:22] ppdet.engine INFO: Epoch: [4] [39900/54024] learning_rate: 0.000100 loss_class: 0.694773 loss_bbox: 0.120357 loss_giou: 0.486287 loss_class_aux: 4.354897 loss_bbox_aux: 0.768689 loss_giou_aux: 3.056420 loss_class_dn: 0.353324 loss_bbox_dn: 0.117537 loss_giou_dn: 0.392550 loss_class_aux_dn: 1.943224 loss_bbox_aux_dn: 0.727964 loss_giou_aux_dn: 2.198637 loss: 15.555243 eta: 37 days, 2:30:54 batch_cost: 0.8016 data_cost: 0.0009 ips: 9.9800 images/s [07/22 11:46:57] ppdet.engine INFO: Epoch: [4] [40000/54024] learning_rate: 0.000100 loss_class: 0.696327 loss_bbox: 0.116494 loss_giou: 0.510406 loss_class_aux: 4.431545 loss_bbox_aux: 0.788984 loss_giou_aux: 3.240674 loss_class_dn: 0.351973 loss_bbox_dn: 0.115437 loss_giou_dn: 0.407633 loss_class_aux_dn: 1.902277 loss_bbox_aux_dn: 0.714953 loss_giou_aux_dn: 2.277880 loss: 15.691489 eta: 37 days, 2:30:20 batch_cost: 0.8962 data_cost: 0.0174 ips: 8.9270 images/s [07/22 11:48:27] ppdet.engine INFO: Epoch: [4] [40100/54024] learning_rate: 0.000100 loss_class: 0.733928 loss_bbox: 0.123551 loss_giou: 0.557876 loss_class_aux: 4.612901 loss_bbox_aux: 0.806441 loss_giou_aux: 3.476307 loss_class_dn: 0.370252 loss_bbox_dn: 0.117353 loss_giou_dn: 0.444991 loss_class_aux_dn: 2.006386 loss_bbox_aux_dn: 0.725670 loss_giou_aux_dn: 2.481353 loss: 16.614826 eta: 37 days, 2:27:01 batch_cost: 0.8538 data_cost: 0.0660 ips: 9.3703 images/s [07/22 11:49:54] ppdet.engine INFO: Epoch: [4] [40200/54024] learning_rate: 0.000100 loss_class: 0.761212 loss_bbox: 0.126811 loss_giou: 0.582448 loss_class_aux: 4.727664 loss_bbox_aux: 0.833206 loss_giou_aux: 3.638659 loss_class_dn: 0.387519 loss_bbox_dn: 0.120130 loss_giou_dn: 0.451667 loss_class_aux_dn: 2.092507 loss_bbox_aux_dn: 0.732449 loss_giou_aux_dn: 2.561640 loss: 17.300307 eta: 37 days, 2:22:10 batch_cost: 0.8296 data_cost: 0.0010 ips: 9.6432 images/s [07/22 11:51:22] ppdet.engine INFO: Epoch: [4] [40300/54024] learning_rate: 0.000100 loss_class: 0.688402 loss_bbox: 0.128818 loss_giou: 0.504288 loss_class_aux: 4.310762 loss_bbox_aux: 0.845358 loss_giou_aux: 3.181856 loss_class_dn: 0.356291 loss_bbox_dn: 0.120992 loss_giou_dn: 0.410998 loss_class_aux_dn: 1.917872 loss_bbox_aux_dn: 0.729487 loss_giou_aux_dn: 2.362441 loss: 16.227096 eta: 37 days, 2:16:54 batch_cost: 0.8230 data_cost: 0.0009 ips: 9.7201 images/s [07/22 11:52:54] ppdet.engine INFO: Epoch: [4] [40400/54024] learning_rate: 0.000100 loss_class: 0.685229 loss_bbox: 0.123953 loss_giou: 0.501398 loss_class_aux: 4.247142 loss_bbox_aux: 0.818089 loss_giou_aux: 3.203815 loss_class_dn: 0.367442 loss_bbox_dn: 0.119968 loss_giou_dn: 0.416601 loss_class_aux_dn: 1.963671 loss_bbox_aux_dn: 0.717659 loss_giou_aux_dn: 2.329232 loss: 15.969846 eta: 37 days, 2:15:18 batch_cost: 0.8799 data_cost: 0.0170 ips: 9.0914 images/s [07/22 11:54:26] ppdet.engine INFO: Epoch: [4] [40500/54024] learning_rate: 0.000100 loss_class: 0.691664 loss_bbox: 0.112815 loss_giou: 0.530291 loss_class_aux: 4.266881 loss_bbox_aux: 0.747843 loss_giou_aux: 3.284838 loss_class_dn: 0.344756 loss_bbox_dn: 0.110008 loss_giou_dn: 0.402831 loss_class_aux_dn: 1.851151 loss_bbox_aux_dn: 0.660573 loss_giou_aux_dn: 2.306451 loss: 15.591823 eta: 37 days, 2:13:05 batch_cost: 0.8706 data_cost: 0.0616 ips: 9.1891 images/s [07/22 11:55:55] ppdet.engine INFO: Epoch: [4] [40600/54024] learning_rate: 0.000100 loss_class: 0.710588 loss_bbox: 0.122612 loss_giou: 0.531788 loss_class_aux: 4.411221 loss_bbox_aux: 0.820190 loss_giou_aux: 3.383671 loss_class_dn: 0.361736 loss_bbox_dn: 0.114691 loss_giou_dn: 0.416081 loss_class_aux_dn: 1.919381 loss_bbox_aux_dn: 0.698920 loss_giou_aux_dn: 2.350392 loss: 16.100698 eta: 37 days, 2:08:52 batch_cost: 0.8391 data_cost: 0.0010 ips: 9.5343 images/s [07/22 11:57:20] ppdet.engine INFO: Epoch: [4] [40700/54024] learning_rate: 0.000100 loss_class: 0.682477 loss_bbox: 0.108093 loss_giou: 0.521344 loss_class_aux: 4.256083 loss_bbox_aux: 0.720332 loss_giou_aux: 3.253785 loss_class_dn: 0.351864 loss_bbox_dn: 0.106368 loss_giou_dn: 0.408009 loss_class_aux_dn: 1.879806 loss_bbox_aux_dn: 0.665977 loss_giou_aux_dn: 2.327103 loss: 15.655183 eta: 37 days, 2:02:29 batch_cost: 0.8053 data_cost: 0.0205 ips: 9.9345 images/s [07/22 11:58:54] ppdet.engine INFO: Epoch: [4] [40800/54024] learning_rate: 0.000100 loss_class: 0.691645 loss_bbox: 0.117857 loss_giou: 0.497985 loss_class_aux: 4.375844 loss_bbox_aux: 0.769266 loss_giou_aux: 3.107913 loss_class_dn: 0.353523 loss_bbox_dn: 0.113644 loss_giou_dn: 0.407521 loss_class_aux_dn: 1.903140 loss_bbox_aux_dn: 0.707346 loss_giou_aux_dn: 2.269132 loss: 15.222398 eta: 37 days, 2:01:47 batch_cost: 0.8939 data_cost: 0.0561 ips: 8.9493 images/s [07/22 12:00:19] ppdet.engine INFO: Epoch: [4] [40900/54024] learning_rate: 0.000100 loss_class: 0.726727 loss_bbox: 0.127384 loss_giou: 0.523919 loss_class_aux: 4.528274 loss_bbox_aux: 0.818080 loss_giou_aux: 3.272523 loss_class_dn: 0.367484 loss_bbox_dn: 0.125218 loss_giou_dn: 0.428062 loss_class_aux_dn: 1.976266 loss_bbox_aux_dn: 0.740028 loss_giou_aux_dn: 2.392129 loss: 16.168755 eta: 37 days, 1:55:38 batch_cost: 0.8088 data_cost: 0.0065 ips: 9.8914 images/s [07/22 12:01:48] ppdet.engine INFO: Epoch: [4] [41000/54024] learning_rate: 0.000100 loss_class: 0.729903 loss_bbox: 0.125226 loss_giou: 0.513531 loss_class_aux: 4.575925 loss_bbox_aux: 0.810020 loss_giou_aux: 3.215486 loss_class_dn: 0.359610 loss_bbox_dn: 0.118353 loss_giou_dn: 0.409156 loss_class_aux_dn: 1.939212 loss_bbox_aux_dn: 0.719376 loss_giou_aux_dn: 2.304438 loss: 16.198055 eta: 37 days, 1:51:30 batch_cost: 0.8400 data_cost: 0.0614 ips: 9.5236 images/s [07/22 12:03:27] ppdet.engine INFO: Epoch: [4] [41100/54024] learning_rate: 0.000100 loss_class: 0.712338 loss_bbox: 0.121130 loss_giou: 0.542192 loss_class_aux: 4.366129 loss_bbox_aux: 0.799186 loss_giou_aux: 3.399632 loss_class_dn: 0.361178 loss_bbox_dn: 0.118375 loss_giou_dn: 0.445865 loss_class_aux_dn: 1.965919 loss_bbox_aux_dn: 0.717183 loss_giou_aux_dn: 2.492319 loss: 16.501972 eta: 37 days, 1:53:42 batch_cost: 0.9394 data_cost: 0.0011 ips: 8.5163 images/s [07/22 12:05:07] ppdet.engine INFO: Epoch: [4] [41200/54024] learning_rate: 0.000100 loss_class: 0.686956 loss_bbox: 0.119771 loss_giou: 0.491392 loss_class_aux: 4.260331 loss_bbox_aux: 0.821282 loss_giou_aux: 3.076389 loss_class_dn: 0.335752 loss_bbox_dn: 0.123232 loss_giou_dn: 0.382991 loss_class_aux_dn: 1.853127 loss_bbox_aux_dn: 0.757258 loss_giou_aux_dn: 2.160232 loss: 15.357843 eta: 37 days, 1:56:39 batch_cost: 0.9516 data_cost: 0.0159 ips: 8.4070 images/s [07/22 12:06:44] ppdet.engine INFO: Epoch: [4] [41300/54024] learning_rate: 0.000100 loss_class: 0.733318 loss_bbox: 0.123869 loss_giou: 0.523732 loss_class_aux: 4.540426 loss_bbox_aux: 0.812215 loss_giou_aux: 3.318105 loss_class_dn: 0.361245 loss_bbox_dn: 0.121086 loss_giou_dn: 0.427867 loss_class_aux_dn: 1.951512 loss_bbox_aux_dn: 0.752297 loss_giou_aux_dn: 2.390220 loss: 16.069098 eta: 37 days, 1:57:37 batch_cost: 0.9203 data_cost: 0.0806 ips: 8.6928 images/s [07/22 12:08:16] ppdet.engine INFO: Epoch: [4] [41400/54024] learning_rate: 0.000100 loss_class: 0.726679 loss_bbox: 0.124581 loss_giou: 0.487717 loss_class_aux: 4.529681 loss_bbox_aux: 0.822827 loss_giou_aux: 3.093773 loss_class_dn: 0.354895 loss_bbox_dn: 0.122634 loss_giou_dn: 0.409733 loss_class_aux_dn: 1.921589 loss_bbox_aux_dn: 0.766905 loss_giou_aux_dn: 2.291737 loss: 15.797107 eta: 37 days, 1:55:21 batch_cost: 0.8696 data_cost: 0.0023 ips: 9.1993 images/s [07/22 12:09:40] ppdet.engine INFO: Epoch: [4] [41500/54024] learning_rate: 0.000100 loss_class: 0.697177 loss_bbox: 0.112945 loss_giou: 0.551748 loss_class_aux: 4.282886 loss_bbox_aux: 0.767639 loss_giou_aux: 3.484349 loss_class_dn: 0.363592 loss_bbox_dn: 0.118330 loss_giou_dn: 0.431655 loss_class_aux_dn: 1.956474 loss_bbox_aux_dn: 0.737151 loss_giou_aux_dn: 2.420224 loss: 16.148190 eta: 37 days, 1:48:35 batch_cost: 0.7983 data_cost: 0.0061 ips: 10.0212 images/s [07/22 12:11:10] ppdet.engine INFO: Epoch: [4] [41600/54024] learning_rate: 0.000100 loss_class: 0.688836 loss_bbox: 0.123591 loss_giou: 0.541190 loss_class_aux: 4.237350 loss_bbox_aux: 0.810326 loss_giou_aux: 3.416428 loss_class_dn: 0.357623 loss_bbox_dn: 0.119065 loss_giou_dn: 0.432181 loss_class_aux_dn: 1.904986 loss_bbox_aux_dn: 0.708839 loss_giou_aux_dn: 2.459160 loss: 15.832407 eta: 37 days, 1:44:56 batch_cost: 0.8475 data_cost: 0.0010 ips: 9.4395 images/s [07/22 12:12:42] ppdet.engine INFO: Epoch: [4] [41700/54024] learning_rate: 0.000100 loss_class: 0.716095 loss_bbox: 0.125463 loss_giou: 0.506021 loss_class_aux: 4.390612 loss_bbox_aux: 0.823072 loss_giou_aux: 3.210578 loss_class_dn: 0.353096 loss_bbox_dn: 0.122281 loss_giou_dn: 0.400533 loss_class_aux_dn: 1.905949 loss_bbox_aux_dn: 0.757137 loss_giou_aux_dn: 2.278690 loss: 15.969699 eta: 37 days, 1:43:03 batch_cost: 0.8755 data_cost: 0.0010 ips: 9.1376 images/s [07/22 12:14:17] ppdet.engine INFO: Epoch: [4] [41800/54024] learning_rate: 0.000100 loss_class: 0.723083 loss_bbox: 0.121045 loss_giou: 0.523775 loss_class_aux: 4.503564 loss_bbox_aux: 0.802793 loss_giou_aux: 3.332749 loss_class_dn: 0.360343 loss_bbox_dn: 0.125851 loss_giou_dn: 0.428834 loss_class_aux_dn: 1.947053 loss_bbox_aux_dn: 0.758062 loss_giou_aux_dn: 2.398227 loss: 15.815753 eta: 37 days, 1:42:31 batch_cost: 0.8967 data_cost: 0.0431 ips: 8.9221 images/s [07/22 12:15:48] ppdet.engine INFO: Epoch: [4] [41900/54024] learning_rate: 0.000100 loss_class: 0.730994 loss_bbox: 0.115864 loss_giou: 0.504423 loss_class_aux: 4.544741 loss_bbox_aux: 0.779538 loss_giou_aux: 3.191896 loss_class_dn: 0.364921 loss_bbox_dn: 0.123554 loss_giou_dn: 0.423771 loss_class_aux_dn: 2.021618 loss_bbox_aux_dn: 0.758499 loss_giou_aux_dn: 2.407418 loss: 16.334924 eta: 37 days, 1:39:50 batch_cost: 0.8628 data_cost: 0.0010 ips: 9.2725 images/s [07/22 12:17:15] ppdet.engine INFO: Epoch: [4] [42000/54024] learning_rate: 0.000100 loss_class: 0.731776 loss_bbox: 0.121053 loss_giou: 0.526193 loss_class_aux: 4.597231 loss_bbox_aux: 0.799330 loss_giou_aux: 3.284665 loss_class_dn: 0.380149 loss_bbox_dn: 0.112935 loss_giou_dn: 0.424010 loss_class_aux_dn: 2.047806 loss_bbox_aux_dn: 0.728018 loss_giou_aux_dn: 2.384865 loss: 16.144121 eta: 37 days, 1:34:11 batch_cost: 0.8155 data_cost: 0.0436 ips: 9.8101 images/s [07/22 12:18:39] ppdet.engine INFO: Epoch: [4] [42100/54024] learning_rate: 0.000100 loss_class: 0.711472 loss_bbox: 0.122693 loss_giou: 0.508339 loss_class_aux: 4.415476 loss_bbox_aux: 0.828666 loss_giou_aux: 3.158186 loss_class_dn: 0.351667 loss_bbox_dn: 0.121560 loss_giou_dn: 0.397159 loss_class_aux_dn: 1.888644 loss_bbox_aux_dn: 0.779580 loss_giou_aux_dn: 2.225751 loss: 15.410738 eta: 37 days, 1:27:16 batch_cost: 0.7952 data_cost: 0.0071 ips: 10.0600 images/s [07/22 12:20:14] ppdet.engine INFO: Epoch: [4] [42200/54024] learning_rate: 0.000100 loss_class: 0.695176 loss_bbox: 0.126416 loss_giou: 0.501218 loss_class_aux: 4.291363 loss_bbox_aux: 0.810298 loss_giou_aux: 3.146149 loss_class_dn: 0.353790 loss_bbox_dn: 0.127709 loss_giou_dn: 0.414440 loss_class_aux_dn: 1.908343 loss_bbox_aux_dn: 0.772362 loss_giou_aux_dn: 2.299651 loss: 15.650994 eta: 37 days, 1:26:59 batch_cost: 0.9006 data_cost: 0.0260 ips: 8.8828 images/s [07/22 12:21:48] ppdet.engine INFO: Epoch: [4] [42300/54024] learning_rate: 0.000100 loss_class: 0.668886 loss_bbox: 0.111524 loss_giou: 0.484938 loss_class_aux: 4.210293 loss_bbox_aux: 0.729850 loss_giou_aux: 3.039831 loss_class_dn: 0.346653 loss_bbox_dn: 0.106222 loss_giou_dn: 0.405935 loss_class_aux_dn: 1.880986 loss_bbox_aux_dn: 0.662142 loss_giou_aux_dn: 2.264931 loss: 15.275743 eta: 37 days, 1:26:16 batch_cost: 0.8939 data_cost: 0.0009 ips: 8.9499 images/s [07/22 12:23:14] ppdet.engine INFO: Epoch: [4] [42400/54024] learning_rate: 0.000100 loss_class: 0.694329 loss_bbox: 0.110221 loss_giou: 0.511808 loss_class_aux: 4.345183 loss_bbox_aux: 0.728455 loss_giou_aux: 3.155864 loss_class_dn: 0.346331 loss_bbox_dn: 0.114061 loss_giou_dn: 0.410853 loss_class_aux_dn: 1.860288 loss_bbox_aux_dn: 0.673920 loss_giou_aux_dn: 2.297577 loss: 15.400765 eta: 37 days, 1:20:30 batch_cost: 0.8131 data_cost: 0.0336 ips: 9.8385 images/s [07/22 12:24:43] ppdet.engine INFO: Epoch: [4] [42500/54024] learning_rate: 0.000100 loss_class: 0.715925 loss_bbox: 0.121056 loss_giou: 0.509876 loss_class_aux: 4.308299 loss_bbox_aux: 0.779013 loss_giou_aux: 3.181002 loss_class_dn: 0.353756 loss_bbox_dn: 0.119554 loss_giou_dn: 0.397606 loss_class_aux_dn: 1.913513 loss_bbox_aux_dn: 0.720107 loss_giou_aux_dn: 2.276047 loss: 15.814986 eta: 37 days, 1:16:37 batch_cost: 0.8432 data_cost: 0.0310 ips: 9.4877 images/s [07/22 12:26:10] ppdet.engine INFO: Epoch: [4] [42600/54024] learning_rate: 0.000100 loss_class: 0.702373 loss_bbox: 0.117967 loss_giou: 0.556645 loss_class_aux: 4.424572 loss_bbox_aux: 0.746370 loss_giou_aux: 3.474253 loss_class_dn: 0.365308 loss_bbox_dn: 0.115287 loss_giou_dn: 0.420185 loss_class_aux_dn: 1.958180 loss_bbox_aux_dn: 0.707262 loss_giou_aux_dn: 2.378199 loss: 15.795509 eta: 37 days, 1:11:09 batch_cost: 0.8178 data_cost: 0.0348 ips: 9.7819 images/s [07/22 12:27:42] ppdet.engine INFO: Epoch: [4] [42700/54024] learning_rate: 0.000100 loss_class: 0.720598 loss_bbox: 0.112188 loss_giou: 0.461253 loss_class_aux: 4.479934 loss_bbox_aux: 0.714031 loss_giou_aux: 2.903649 loss_class_dn: 0.338834 loss_bbox_dn: 0.114145 loss_giou_dn: 0.386783 loss_class_aux_dn: 1.843541 loss_bbox_aux_dn: 0.696180 loss_giou_aux_dn: 2.156452 loss: 15.332208 eta: 37 days, 1:09:19 batch_cost: 0.8759 data_cost: 0.0590 ips: 9.1330 images/s [07/22 12:29:07] ppdet.engine INFO: Epoch: [4] [42800/54024] learning_rate: 0.000100 loss_class: 0.732503 loss_bbox: 0.120403 loss_giou: 0.487835 loss_class_aux: 4.464058 loss_bbox_aux: 0.798252 loss_giou_aux: 3.139838 loss_class_dn: 0.349691 loss_bbox_dn: 0.120656 loss_giou_dn: 0.405969 loss_class_aux_dn: 1.888080 loss_bbox_aux_dn: 0.743333 loss_giou_aux_dn: 2.268208 loss: 15.799222 eta: 37 days, 1:03:04 batch_cost: 0.8049 data_cost: 0.0012 ips: 9.9388 images/s [07/22 12:30:48] ppdet.engine INFO: Epoch: [4] [42900/54024] learning_rate: 0.000100 loss_class: 0.682439 loss_bbox: 0.115252 loss_giou: 0.520097 loss_class_aux: 4.166592 loss_bbox_aux: 0.776451 loss_giou_aux: 3.262195 loss_class_dn: 0.350692 loss_bbox_dn: 0.110487 loss_giou_dn: 0.424641 loss_class_aux_dn: 1.899534 loss_bbox_aux_dn: 0.691233 loss_giou_aux_dn: 2.405337 loss: 15.497543 eta: 37 days, 1:06:21 batch_cost: 0.9578 data_cost: 0.0010 ips: 8.3525 images/s [07/22 12:32:20] ppdet.engine INFO: Epoch: [4] [43000/54024] learning_rate: 0.000100 loss_class: 0.731828 loss_bbox: 0.127322 loss_giou: 0.517074 loss_class_aux: 4.503958 loss_bbox_aux: 0.866130 loss_giou_aux: 3.255900 loss_class_dn: 0.360412 loss_bbox_dn: 0.132020 loss_giou_dn: 0.430813 loss_class_aux_dn: 1.956738 loss_bbox_aux_dn: 0.825410 loss_giou_aux_dn: 2.396112 loss: 16.017544 eta: 37 days, 1:04:12 batch_cost: 0.8704 data_cost: 0.0198 ips: 9.1909 images/s [07/22 12:33:56] ppdet.engine INFO: Epoch: [4] [43100/54024] learning_rate: 0.000100 loss_class: 0.689296 loss_bbox: 0.123946 loss_giou: 0.481213 loss_class_aux: 4.312794 loss_bbox_aux: 0.778559 loss_giou_aux: 3.006860 loss_class_dn: 0.338501 loss_bbox_dn: 0.119606 loss_giou_dn: 0.402655 loss_class_aux_dn: 1.845953 loss_bbox_aux_dn: 0.730565 loss_giou_aux_dn: 2.272193 loss: 15.250664 eta: 37 days, 1:04:48 batch_cost: 0.9148 data_cost: 0.0206 ips: 8.7446 images/s [07/22 12:35:32] ppdet.engine INFO: Epoch: [4] [43200/54024] learning_rate: 0.000100 loss_class: 0.683805 loss_bbox: 0.119952 loss_giou: 0.529459 loss_class_aux: 4.231382 loss_bbox_aux: 0.790385 loss_giou_aux: 3.296092 loss_class_dn: 0.358009 loss_bbox_dn: 0.112019 loss_giou_dn: 0.407260 loss_class_aux_dn: 1.963156 loss_bbox_aux_dn: 0.687748 loss_giou_aux_dn: 2.355026 loss: 15.631980 eta: 37 days, 1:05:39 batch_cost: 0.9190 data_cost: 0.1045 ips: 8.7050 images/s [07/22 12:36:58] ppdet.engine INFO: Epoch: [4] [43300/54024] learning_rate: 0.000100 loss_class: 0.691836 loss_bbox: 0.125029 loss_giou: 0.510836 loss_class_aux: 4.337561 loss_bbox_aux: 0.832694 loss_giou_aux: 3.183063 loss_class_dn: 0.349224 loss_bbox_dn: 0.119003 loss_giou_dn: 0.419204 loss_class_aux_dn: 1.908826 loss_bbox_aux_dn: 0.752593 loss_giou_aux_dn: 2.369460 loss: 16.025897 eta: 37 days, 0:59:42 batch_cost: 0.8094 data_cost: 0.0148 ips: 9.8843 images/s [07/22 12:38:48] ppdet.engine INFO: Epoch: [4] [43400/54024] learning_rate: 0.000100 loss_class: 0.722779 loss_bbox: 0.114740 loss_giou: 0.514561 loss_class_aux: 4.545808 loss_bbox_aux: 0.762339 loss_giou_aux: 3.235378 loss_class_dn: 0.359724 loss_bbox_dn: 0.114088 loss_giou_dn: 0.399708 loss_class_aux_dn: 1.928468 loss_bbox_aux_dn: 0.687803 loss_giou_aux_dn: 2.273613 loss: 15.684418 eta: 37 days, 1:08:51 batch_cost: 1.0527 data_cost: 0.0011 ips: 7.5996 images/s [07/22 12:40:16] ppdet.engine INFO: Epoch: [4] [43500/54024] learning_rate: 0.000100 loss_class: 0.727473 loss_bbox: 0.117271 loss_giou: 0.514030 loss_class_aux: 4.471535 loss_bbox_aux: 0.800304 loss_giou_aux: 3.206892 loss_class_dn: 0.349201 loss_bbox_dn: 0.117503 loss_giou_dn: 0.402923 loss_class_aux_dn: 1.888333 loss_bbox_aux_dn: 0.762150 loss_giou_aux_dn: 2.262452 loss: 15.785946 eta: 37 days, 1:04:29 batch_cost: 0.8350 data_cost: 0.0410 ips: 9.5813 images/s [07/22 12:41:56] ppdet.engine INFO: Epoch: [4] [43600/54024] learning_rate: 0.000100 loss_class: 0.685617 loss_bbox: 0.115398 loss_giou: 0.491784 loss_class_aux: 4.285410 loss_bbox_aux: 0.759814 loss_giou_aux: 3.108088 loss_class_dn: 0.343033 loss_bbox_dn: 0.108724 loss_giou_dn: 0.403522 loss_class_aux_dn: 1.843258 loss_bbox_aux_dn: 0.663295 loss_giou_aux_dn: 2.254320 loss: 15.628545 eta: 37 days, 1:06:45 batch_cost: 0.9420 data_cost: 0.0829 ips: 8.4926 images/s [07/22 12:43:31] ppdet.engine INFO: Epoch: [4] [43700/54024] learning_rate: 0.000100 loss_class: 0.721374 loss_bbox: 0.129183 loss_giou: 0.518938 loss_class_aux: 4.508428 loss_bbox_aux: 0.835893 loss_giou_aux: 3.242566 loss_class_dn: 0.368435 loss_bbox_dn: 0.123778 loss_giou_dn: 0.415680 loss_class_aux_dn: 2.003452 loss_bbox_aux_dn: 0.779120 loss_giou_aux_dn: 2.340646 loss: 16.694756 eta: 37 days, 1:06:42 batch_cost: 0.9046 data_cost: 0.0010 ips: 8.8435 images/s [07/22 12:45:09] ppdet.engine INFO: Epoch: [4] [43800/54024] learning_rate: 0.000100 loss_class: 0.726451 loss_bbox: 0.115196 loss_giou: 0.543419 loss_class_aux: 4.543086 loss_bbox_aux: 0.771655 loss_giou_aux: 3.441719 loss_class_dn: 0.361503 loss_bbox_dn: 0.113123 loss_giou_dn: 0.428829 loss_class_aux_dn: 1.939703 loss_bbox_aux_dn: 0.680960 loss_giou_aux_dn: 2.420850 loss: 16.146974 eta: 37 days, 1:08:01 batch_cost: 0.9268 data_cost: 0.0295 ips: 8.6316 images/s [07/22 12:46:57] ppdet.engine INFO: Epoch: [4] [43900/54024] learning_rate: 0.000100 loss_class: 0.738082 loss_bbox: 0.121744 loss_giou: 0.519036 loss_class_aux: 4.660597 loss_bbox_aux: 0.811209 loss_giou_aux: 3.342467 loss_class_dn: 0.385251 loss_bbox_dn: 0.127481 loss_giou_dn: 0.433761 loss_class_aux_dn: 2.095708 loss_bbox_aux_dn: 0.762208 loss_giou_aux_dn: 2.416872 loss: 16.825166 eta: 37 days, 1:16:18 batch_cost: 1.0397 data_cost: 0.0928 ips: 7.6945 images/s [07/22 12:48:26] ppdet.engine INFO: Epoch: [4] [44000/54024] learning_rate: 0.000100 loss_class: 0.701824 loss_bbox: 0.121478 loss_giou: 0.501574 loss_class_aux: 4.402183 loss_bbox_aux: 0.783474 loss_giou_aux: 3.185545 loss_class_dn: 0.350515 loss_bbox_dn: 0.118470 loss_giou_dn: 0.416701 loss_class_aux_dn: 1.889880 loss_bbox_aux_dn: 0.729722 loss_giou_aux_dn: 2.345366 loss: 15.747868 eta: 37 days, 1:12:00 batch_cost: 0.8363 data_cost: 0.0545 ips: 9.5664 images/s [07/22 12:50:08] ppdet.engine INFO: Epoch: [4] [44100/54024] learning_rate: 0.000100 loss_class: 0.727856 loss_bbox: 0.118759 loss_giou: 0.500496 loss_class_aux: 4.552315 loss_bbox_aux: 0.764446 loss_giou_aux: 3.180683 loss_class_dn: 0.364683 loss_bbox_dn: 0.111938 loss_giou_dn: 0.414536 loss_class_aux_dn: 1.927359 loss_bbox_aux_dn: 0.693337 loss_giou_aux_dn: 2.371148 loss: 16.119606 eta: 37 days, 1:15:44 batch_cost: 0.9663 data_cost: 0.0015 ips: 8.2790 images/s [07/22 12:51:38] ppdet.engine INFO: Epoch: [4] [44200/54024] learning_rate: 0.000100 loss_class: 0.671209 loss_bbox: 0.110456 loss_giou: 0.453260 loss_class_aux: 4.215741 loss_bbox_aux: 0.736518 loss_giou_aux: 2.892862 loss_class_dn: 0.334068 loss_bbox_dn: 0.118050 loss_giou_dn: 0.396366 loss_class_aux_dn: 1.801439 loss_bbox_aux_dn: 0.709671 loss_giou_aux_dn: 2.235144 loss: 14.310652 eta: 37 days, 1:12:54 batch_cost: 0.8598 data_cost: 0.0010 ips: 9.3040 images/s [07/22 12:53:05] ppdet.engine INFO: Epoch: [4] [44300/54024] learning_rate: 0.000100 loss_class: 0.712945 loss_bbox: 0.125488 loss_giou: 0.492532 loss_class_aux: 4.386756 loss_bbox_aux: 0.808242 loss_giou_aux: 3.145977 loss_class_dn: 0.357935 loss_bbox_dn: 0.117553 loss_giou_dn: 0.398379 loss_class_aux_dn: 1.937638 loss_bbox_aux_dn: 0.736708 loss_giou_aux_dn: 2.254071 loss: 15.524110 eta: 37 days, 1:07:32 batch_cost: 0.8189 data_cost: 0.0206 ips: 9.7694 images/s [07/22 12:54:32] ppdet.engine INFO: Epoch: [4] [44400/54024] learning_rate: 0.000100 loss_class: 0.693843 loss_bbox: 0.115973 loss_giou: 0.474875 loss_class_aux: 4.276348 loss_bbox_aux: 0.790630 loss_giou_aux: 2.923212 loss_class_dn: 0.340259 loss_bbox_dn: 0.124499 loss_giou_dn: 0.380008 loss_class_aux_dn: 1.846727 loss_bbox_aux_dn: 0.742104 loss_giou_aux_dn: 2.127292 loss: 15.059708 eta: 37 days, 1:01:48 batch_cost: 0.8124 data_cost: 0.0048 ips: 9.8474 images/s [07/22 12:56:07] ppdet.engine INFO: Epoch: [4] [44500/54024] learning_rate: 0.000100 loss_class: 0.717308 loss_bbox: 0.111929 loss_giou: 0.488304 loss_class_aux: 4.441823 loss_bbox_aux: 0.734192 loss_giou_aux: 3.063474 loss_class_dn: 0.366355 loss_bbox_dn: 0.118100 loss_giou_dn: 0.405869 loss_class_aux_dn: 1.958625 loss_bbox_aux_dn: 0.708353 loss_giou_aux_dn: 2.288705 loss: 15.860938 eta: 37 days, 1:01:40 batch_cost: 0.9037 data_cost: 0.0632 ips: 8.8527 images/s [07/22 12:57:50] ppdet.engine INFO: Epoch: [4] [44600/54024] learning_rate: 0.000100 loss_class: 0.748034 loss_bbox: 0.121459 loss_giou: 0.544436 loss_class_aux: 4.675239 loss_bbox_aux: 0.799775 loss_giou_aux: 3.435862 loss_class_dn: 0.379050 loss_bbox_dn: 0.111995 loss_giou_dn: 0.433758 loss_class_aux_dn: 2.021142 loss_bbox_aux_dn: 0.680781 loss_giou_aux_dn: 2.466425 loss: 16.552152 eta: 37 days, 1:06:05 batch_cost: 0.9779 data_cost: 0.1056 ips: 8.1810 images/s [07/22 12:59:20] ppdet.engine INFO: Epoch: [4] [44700/54024] learning_rate: 0.000100 loss_class: 0.695110 loss_bbox: 0.127657 loss_giou: 0.569426 loss_class_aux: 4.445014 loss_bbox_aux: 0.810848 loss_giou_aux: 3.522483 loss_class_dn: 0.364949 loss_bbox_dn: 0.120230 loss_giou_dn: 0.439542 loss_class_aux_dn: 1.962092 loss_bbox_aux_dn: 0.705030 loss_giou_aux_dn: 2.483563 loss: 16.222300 eta: 37 days, 1:02:54 batch_cost: 0.8539 data_cost: 0.0188 ips: 9.3688 images/s [07/22 13:00:50] ppdet.engine INFO: Epoch: [4] [44800/54024] learning_rate: 0.000100 loss_class: 0.709085 loss_bbox: 0.113630 loss_giou: 0.497582 loss_class_aux: 4.405441 loss_bbox_aux: 0.739031 loss_giou_aux: 3.100143 loss_class_dn: 0.346691 loss_bbox_dn: 0.117430 loss_giou_dn: 0.393271 loss_class_aux_dn: 1.908416 loss_bbox_aux_dn: 0.701381 loss_giou_aux_dn: 2.263140 loss: 16.026267 eta: 37 days, 0:59:36 batch_cost: 0.8521 data_cost: 0.0539 ips: 9.3883 images/s [07/22 13:02:33] ppdet.engine INFO: Epoch: [4] [44900/54024] learning_rate: 0.000100 loss_class: 0.729567 loss_bbox: 0.116706 loss_giou: 0.527904 loss_class_aux: 4.508301 loss_bbox_aux: 0.780465 loss_giou_aux: 3.321748 loss_class_dn: 0.358177 loss_bbox_dn: 0.118455 loss_giou_dn: 0.403474 loss_class_aux_dn: 1.941616 loss_bbox_aux_dn: 0.722330 loss_giou_aux_dn: 2.289662 loss: 15.828995 eta: 37 days, 1:03:45 batch_cost: 0.9738 data_cost: 0.0363 ips: 8.2154 images/s [07/22 13:04:17] ppdet.engine INFO: Epoch: [4] [45000/54024] learning_rate: 0.000100 loss_class: 0.676427 loss_bbox: 0.120904 loss_giou: 0.476505 loss_class_aux: 4.261920 loss_bbox_aux: 0.786430 loss_giou_aux: 2.969452 loss_class_dn: 0.348576 loss_bbox_dn: 0.122778 loss_giou_dn: 0.388435 loss_class_aux_dn: 1.892098 loss_bbox_aux_dn: 0.734855 loss_giou_aux_dn: 2.187059 loss: 15.150661 eta: 37 days, 1:08:58 batch_cost: 0.9915 data_cost: 0.1336 ips: 8.0684 images/s [07/22 13:05:45] ppdet.engine INFO: Epoch: [4] [45100/54024] learning_rate: 0.000100 loss_class: 0.674161 loss_bbox: 0.107744 loss_giou: 0.488615 loss_class_aux: 4.214168 loss_bbox_aux: 0.706424 loss_giou_aux: 3.120431 loss_class_dn: 0.328916 loss_bbox_dn: 0.108754 loss_giou_dn: 0.377698 loss_class_aux_dn: 1.779609 loss_bbox_aux_dn: 0.656179 loss_giou_aux_dn: 2.160525 loss: 14.410317 eta: 37 days, 1:04:30 batch_cost: 0.8331 data_cost: 0.0353 ips: 9.6023 images/s [07/22 13:07:40] ppdet.engine INFO: Epoch: [4] [45200/54024] learning_rate: 0.000100 loss_class: 0.697411 loss_bbox: 0.121375 loss_giou: 0.530609 loss_class_aux: 4.350141 loss_bbox_aux: 0.771357 loss_giou_aux: 3.355175 loss_class_dn: 0.365445 loss_bbox_dn: 0.117189 loss_giou_dn: 0.429028 loss_class_aux_dn: 1.960287 loss_bbox_aux_dn: 0.701674 loss_giou_aux_dn: 2.435251 loss: 16.291070 eta: 37 days, 1:16:10 batch_cost: 1.0977 data_cost: 0.1805 ips: 7.2882 images/s [07/22 13:09:07] ppdet.engine INFO: Epoch: [4] [45300/54024] learning_rate: 0.000100 loss_class: 0.730830 loss_bbox: 0.125043 loss_giou: 0.522253 loss_class_aux: 4.457027 loss_bbox_aux: 0.807848 loss_giou_aux: 3.322346 loss_class_dn: 0.361181 loss_bbox_dn: 0.131311 loss_giou_dn: 0.431290 loss_class_aux_dn: 1.945251 loss_bbox_aux_dn: 0.787914 loss_giou_aux_dn: 2.403022 loss: 16.451555 eta: 37 days, 1:11:06 batch_cost: 0.8231 data_cost: 0.0011 ips: 9.7192 images/s [07/22 13:10:40] ppdet.engine INFO: Epoch: [4] [45400/54024] learning_rate: 0.000100 loss_class: 0.672535 loss_bbox: 0.112441 loss_giou: 0.508115 loss_class_aux: 4.288808 loss_bbox_aux: 0.729088 loss_giou_aux: 3.196313 loss_class_dn: 0.342098 loss_bbox_dn: 0.108067 loss_giou_dn: 0.383935 loss_class_aux_dn: 1.823453 loss_bbox_aux_dn: 0.659637 loss_giou_aux_dn: 2.155682 loss: 15.023156 eta: 37 days, 1:09:28 batch_cost: 0.8796 data_cost: 0.0009 ips: 9.0954 images/s [07/22 13:12:16] ppdet.engine INFO: Epoch: [4] [45500/54024] learning_rate: 0.000100 loss_class: 0.692609 loss_bbox: 0.125384 loss_giou: 0.526958 loss_class_aux: 4.392368 loss_bbox_aux: 0.813659 loss_giou_aux: 3.285058 loss_class_dn: 0.364288 loss_bbox_dn: 0.113620 loss_giou_dn: 0.422367 loss_class_aux_dn: 1.935374 loss_bbox_aux_dn: 0.692647 loss_giou_aux_dn: 2.426093 loss: 16.295851 eta: 37 days, 1:10:16 batch_cost: 0.9198 data_cost: 0.1130 ips: 8.6979 images/s [07/22 13:14:35] ppdet.engine INFO: Epoch: [4] [45600/54024] learning_rate: 0.000100 loss_class: 0.708134 loss_bbox: 0.121689 loss_giou: 0.538846 loss_class_aux: 4.393370 loss_bbox_aux: 0.802369 loss_giou_aux: 3.392721 loss_class_dn: 0.362753 loss_bbox_dn: 0.114521 loss_giou_dn: 0.413650 loss_class_aux_dn: 1.958739 loss_bbox_aux_dn: 0.687126 loss_giou_aux_dn: 2.323722 loss: 16.296759 eta: 37 days, 1:36:27 batch_cost: 1.3380 data_cost: 0.0211 ips: 5.9793 images/s [07/22 13:16:21] ppdet.engine INFO: Epoch: [4] [45700/54024] learning_rate: 0.000100 loss_class: 0.701955 loss_bbox: 0.115348 loss_giou: 0.497527 loss_class_aux: 4.375954 loss_bbox_aux: 0.761227 loss_giou_aux: 3.189306 loss_class_dn: 0.349959 loss_bbox_dn: 0.113968 loss_giou_dn: 0.416327 loss_class_aux_dn: 1.883895 loss_bbox_aux_dn: 0.686256 loss_giou_aux_dn: 2.315445 loss: 15.513309 eta: 37 days, 1:42:34 batch_cost: 1.0077 data_cost: 0.1009 ips: 7.9391 images/s [07/22 13:17:59] ppdet.engine INFO: Epoch: [4] [45800/54024] learning_rate: 0.000100 loss_class: 0.698021 loss_bbox: 0.116781 loss_giou: 0.499480 loss_class_aux: 4.370079 loss_bbox_aux: 0.780603 loss_giou_aux: 3.178526 loss_class_dn: 0.350448 loss_bbox_dn: 0.114185 loss_giou_dn: 0.402912 loss_class_aux_dn: 1.902532 loss_bbox_aux_dn: 0.693008 loss_giou_aux_dn: 2.272593 loss: 15.709082 eta: 37 days, 1:43:48 batch_cost: 0.9276 data_cost: 0.0010 ips: 8.6244 images/s [07/22 13:19:30] ppdet.engine INFO: Epoch: [4] [45900/54024] learning_rate: 0.000100 loss_class: 0.675896 loss_bbox: 0.114107 loss_giou: 0.465282 loss_class_aux: 4.289239 loss_bbox_aux: 0.756970 loss_giou_aux: 2.884717 loss_class_dn: 0.336592 loss_bbox_dn: 0.114594 loss_giou_dn: 0.391428 loss_class_aux_dn: 1.855847 loss_bbox_aux_dn: 0.663927 loss_giou_aux_dn: 2.206674 loss: 15.399585 eta: 37 days, 1:40:46 batch_cost: 0.8572 data_cost: 0.0457 ips: 9.3332 images/s [07/22 13:20:53] ppdet.engine INFO: Epoch: [4] [46000/54024] learning_rate: 0.000100 loss_class: 0.690533 loss_bbox: 0.115501 loss_giou: 0.474955 loss_class_aux: 4.352502 loss_bbox_aux: 0.746317 loss_giou_aux: 2.961407 loss_class_dn: 0.338977 loss_bbox_dn: 0.105228 loss_giou_dn: 0.390066 loss_class_aux_dn: 1.832370 loss_bbox_aux_dn: 0.682382 loss_giou_aux_dn: 2.177069 loss: 15.164357 eta: 37 days, 1:33:14 batch_cost: 0.7827 data_cost: 0.0014 ips: 10.2216 images/s [07/22 13:22:24] ppdet.engine INFO: Epoch: [4] [46100/54024] learning_rate: 0.000100 loss_class: 0.698579 loss_bbox: 0.117148 loss_giou: 0.505122 loss_class_aux: 4.293909 loss_bbox_aux: 0.762071 loss_giou_aux: 3.134862 loss_class_dn: 0.353196 loss_bbox_dn: 0.117404 loss_giou_dn: 0.412133 loss_class_aux_dn: 1.905833 loss_bbox_aux_dn: 0.710455 loss_giou_aux_dn: 2.295859 loss: 15.565507 eta: 37 days, 1:30:21 batch_cost: 0.8593 data_cost: 0.0010 ips: 9.3095 images/s [07/22 13:23:58] ppdet.engine INFO: Epoch: [4] [46200/54024] learning_rate: 0.000100 loss_class: 0.694395 loss_bbox: 0.119939 loss_giou: 0.508143 loss_class_aux: 4.305201 loss_bbox_aux: 0.784624 loss_giou_aux: 3.230021 loss_class_dn: 0.349326 loss_bbox_dn: 0.115692 loss_giou_dn: 0.412452 loss_class_aux_dn: 1.873426 loss_bbox_aux_dn: 0.712398 loss_giou_aux_dn: 2.319019 loss: 15.810990 eta: 37 days, 1:29:24 batch_cost: 0.8912 data_cost: 0.0010 ips: 8.9762 images/s [07/22 13:25:44] ppdet.engine INFO: Epoch: [4] [46300/54024] learning_rate: 0.000100 loss_class: 0.705310 loss_bbox: 0.128085 loss_giou: 0.496699 loss_class_aux: 4.310323 loss_bbox_aux: 0.825149 loss_giou_aux: 3.139579 loss_class_dn: 0.346096 loss_bbox_dn: 0.116644 loss_giou_dn: 0.411130 loss_class_aux_dn: 1.854226 loss_bbox_aux_dn: 0.719509 loss_giou_aux_dn: 2.305902 loss: 15.371648 eta: 37 days, 1:35:44 batch_cost: 1.0124 data_cost: 0.0668 ips: 7.9018 images/s [07/22 13:27:23] ppdet.engine INFO: Epoch: [4] [46400/54024] learning_rate: 0.000100 loss_class: 0.703904 loss_bbox: 0.122575 loss_giou: 0.546453 loss_class_aux: 4.437768 loss_bbox_aux: 0.795780 loss_giou_aux: 3.460898 loss_class_dn: 0.371713 loss_bbox_dn: 0.119054 loss_giou_dn: 0.440269 loss_class_aux_dn: 2.003121 loss_bbox_aux_dn: 0.725334 loss_giou_aux_dn: 2.471729 loss: 16.669952 eta: 37 days, 1:37:43 batch_cost: 0.9403 data_cost: 0.0583 ips: 8.5075 images/s [07/22 13:28:53] ppdet.engine INFO: Epoch: [4] [46500/54024] learning_rate: 0.000100 loss_class: 0.715797 loss_bbox: 0.117602 loss_giou: 0.525503 loss_class_aux: 4.501612 loss_bbox_aux: 0.780186 loss_giou_aux: 3.285247 loss_class_dn: 0.362117 loss_bbox_dn: 0.119109 loss_giou_dn: 0.427303 loss_class_aux_dn: 1.941354 loss_bbox_aux_dn: 0.712571 loss_giou_aux_dn: 2.395238 loss: 15.939528 eta: 37 days, 1:34:34 batch_cost: 0.8550 data_cost: 0.0284 ips: 9.3566 images/s [07/22 13:30:39] ppdet.engine INFO: Epoch: [4] [46600/54024] learning_rate: 0.000100 loss_class: 0.744799 loss_bbox: 0.129794 loss_giou: 0.562837 loss_class_aux: 4.616653 loss_bbox_aux: 0.861474 loss_giou_aux: 3.512665 loss_class_dn: 0.381317 loss_bbox_dn: 0.120136 loss_giou_dn: 0.447272 loss_class_aux_dn: 2.021614 loss_bbox_aux_dn: 0.745873 loss_giou_aux_dn: 2.541508 loss: 16.912682 eta: 37 days, 1:40:27 batch_cost: 1.0053 data_cost: 0.0010 ips: 7.9581 images/s [07/22 13:32:22] ppdet.engine INFO: Epoch: [4] [46700/54024] learning_rate: 0.000100 loss_class: 0.708909 loss_bbox: 0.120092 loss_giou: 0.519090 loss_class_aux: 4.482379 loss_bbox_aux: 0.802666 loss_giou_aux: 3.266997 loss_class_dn: 0.367160 loss_bbox_dn: 0.117621 loss_giou_dn: 0.432863 loss_class_aux_dn: 1.961050 loss_bbox_aux_dn: 0.701718 loss_giou_aux_dn: 2.422832 loss: 16.425854 eta: 37 days, 1:45:03 batch_cost: 0.9842 data_cost: 0.0069 ips: 8.1285 images/s [07/22 13:33:53] ppdet.engine INFO: Epoch: [4] [46800/54024] learning_rate: 0.000100 loss_class: 0.709269 loss_bbox: 0.122909 loss_giou: 0.534409 loss_class_aux: 4.435483 loss_bbox_aux: 0.796751 loss_giou_aux: 3.382818 loss_class_dn: 0.363612 loss_bbox_dn: 0.114793 loss_giou_dn: 0.414740 loss_class_aux_dn: 1.931306 loss_bbox_aux_dn: 0.702019 loss_giou_aux_dn: 2.341221 loss: 15.873930 eta: 37 days, 1:42:21 batch_cost: 0.8627 data_cost: 0.0241 ips: 9.2732 images/s [07/22 13:35:25] ppdet.engine INFO: Epoch: [4] [46900/54024] learning_rate: 0.000100 loss_class: 0.727482 loss_bbox: 0.112040 loss_giou: 0.504098 loss_class_aux: 4.498847 loss_bbox_aux: 0.760695 loss_giou_aux: 3.158662 loss_class_dn: 0.351862 loss_bbox_dn: 0.115850 loss_giou_dn: 0.408255 loss_class_aux_dn: 1.930155 loss_bbox_aux_dn: 0.712512 loss_giou_aux_dn: 2.298780 loss: 16.016665 eta: 37 days, 1:39:35 batch_cost: 0.8615 data_cost: 0.0097 ips: 9.2865 images/s [07/22 13:37:16] ppdet.engine INFO: Epoch: [4] [47000/54024] learning_rate: 0.000100 loss_class: 0.701649 loss_bbox: 0.119734 loss_giou: 0.523514 loss_class_aux: 4.446626 loss_bbox_aux: 0.813762 loss_giou_aux: 3.268455 loss_class_dn: 0.365661 loss_bbox_dn: 0.117617 loss_giou_dn: 0.427625 loss_class_aux_dn: 1.963661 loss_bbox_aux_dn: 0.709723 loss_giou_aux_dn: 2.362679 loss: 16.207405 eta: 37 days, 1:48:49 batch_cost: 1.0621 data_cost: 0.0216 ips: 7.5322 images/s [07/22 13:38:51] ppdet.engine INFO: Epoch: [4] [47100/54024] learning_rate: 0.000100 loss_class: 0.672367 loss_bbox: 0.121066 loss_giou: 0.472902 loss_class_aux: 4.145777 loss_bbox_aux: 0.788093 loss_giou_aux: 2.943876 loss_class_dn: 0.336982 loss_bbox_dn: 0.115131 loss_giou_dn: 0.404655 loss_class_aux_dn: 1.802730 loss_bbox_aux_dn: 0.688602 loss_giou_aux_dn: 2.234556 loss: 15.460183 eta: 37 days, 1:48:15 batch_cost: 0.8983 data_cost: 0.0163 ips: 8.9055 images/s [07/22 13:40:21] ppdet.engine INFO: Epoch: [4] [47200/54024] learning_rate: 0.000100 loss_class: 0.717022 loss_bbox: 0.120395 loss_giou: 0.546434 loss_class_aux: 4.446261 loss_bbox_aux: 0.782883 loss_giou_aux: 3.406492 loss_class_dn: 0.373606 loss_bbox_dn: 0.113230 loss_giou_dn: 0.421545 loss_class_aux_dn: 2.012985 loss_bbox_aux_dn: 0.698064 loss_giou_aux_dn: 2.374113 loss: 16.297043 eta: 37 days, 1:45:33 batch_cost: 0.8627 data_cost: 0.0269 ips: 9.2733 images/s [07/22 13:41:58] ppdet.engine INFO: Epoch: [4] [47300/54024] learning_rate: 0.000100 loss_class: 0.671652 loss_bbox: 0.113036 loss_giou: 0.542320 loss_class_aux: 4.163965 loss_bbox_aux: 0.750831 loss_giou_aux: 3.343011 loss_class_dn: 0.342143 loss_bbox_dn: 0.110222 loss_giou_dn: 0.424364 loss_class_aux_dn: 1.841739 loss_bbox_aux_dn: 0.674866 loss_giou_aux_dn: 2.383435 loss: 15.660098 eta: 37 days, 1:46:04 batch_cost: 0.9166 data_cost: 0.0605 ips: 8.7282 images/s [07/22 13:43:25] ppdet.engine INFO: Epoch: [4] [47400/54024] learning_rate: 0.000100 loss_class: 0.711401 loss_bbox: 0.121306 loss_giou: 0.475599 loss_class_aux: 4.458556 loss_bbox_aux: 0.807606 loss_giou_aux: 2.932986 loss_class_dn: 0.358182 loss_bbox_dn: 0.118511 loss_giou_dn: 0.401933 loss_class_aux_dn: 1.919699 loss_bbox_aux_dn: 0.722225 loss_giou_aux_dn: 2.268047 loss: 15.814844 eta: 37 days, 1:40:45 batch_cost: 0.8190 data_cost: 0.0009 ips: 9.7681 images/s [07/22 13:44:54] ppdet.engine INFO: Epoch: [4] [47500/54024] learning_rate: 0.000100 loss_class: 0.737982 loss_bbox: 0.121421 loss_giou: 0.543916 loss_class_aux: 4.594878 loss_bbox_aux: 0.814576 loss_giou_aux: 3.369205 loss_class_dn: 0.359303 loss_bbox_dn: 0.125211 loss_giou_dn: 0.418778 loss_class_aux_dn: 1.938418 loss_bbox_aux_dn: 0.734833 loss_giou_aux_dn: 2.354275 loss: 16.106953 eta: 37 days, 1:37:11 batch_cost: 0.8479 data_cost: 0.0425 ips: 9.4346 images/s [07/22 13:46:22] ppdet.engine INFO: Epoch: [4] [47600/54024] learning_rate: 0.000100 loss_class: 0.724715 loss_bbox: 0.123714 loss_giou: 0.518665 loss_class_aux: 4.517244 loss_bbox_aux: 0.808075 loss_giou_aux: 3.253654 loss_class_dn: 0.360451 loss_bbox_dn: 0.118988 loss_giou_dn: 0.428993 loss_class_aux_dn: 1.924590 loss_bbox_aux_dn: 0.706394 loss_giou_aux_dn: 2.378606 loss: 16.332150 eta: 37 days, 1:32:46 batch_cost: 0.8337 data_cost: 0.0009 ips: 9.5954 images/s [07/22 13:47:56] ppdet.engine INFO: Epoch: [4] [47700/54024] learning_rate: 0.000100 loss_class: 0.749328 loss_bbox: 0.116985 loss_giou: 0.505338 loss_class_aux: 4.679541 loss_bbox_aux: 0.774289 loss_giou_aux: 3.181273 loss_class_dn: 0.356209 loss_bbox_dn: 0.120546 loss_giou_dn: 0.412604 loss_class_aux_dn: 1.924430 loss_bbox_aux_dn: 0.733883 loss_giou_aux_dn: 2.319808 loss: 16.013253 eta: 37 days, 1:31:48 batch_cost: 0.8915 data_cost: 0.0009 ips: 8.9733 images/s [07/22 13:49:38] ppdet.engine INFO: Epoch: [4] [47800/54024] learning_rate: 0.000100 loss_class: 0.694099 loss_bbox: 0.121468 loss_giou: 0.479978 loss_class_aux: 4.339200 loss_bbox_aux: 0.786344 loss_giou_aux: 2.968847 loss_class_dn: 0.349897 loss_bbox_dn: 0.120461 loss_giou_dn: 0.398144 loss_class_aux_dn: 1.872280 loss_bbox_aux_dn: 0.724749 loss_giou_aux_dn: 2.247508 loss: 15.748157 eta: 37 days, 1:34:57 batch_cost: 0.9613 data_cost: 0.0035 ips: 8.3221 images/s [07/22 13:51:06] ppdet.engine INFO: Epoch: [4] [47900/54024] learning_rate: 0.000100 loss_class: 0.722326 loss_bbox: 0.127365 loss_giou: 0.518553 loss_class_aux: 4.488229 loss_bbox_aux: 0.814020 loss_giou_aux: 3.267703 loss_class_dn: 0.350926 loss_bbox_dn: 0.117556 loss_giou_dn: 0.413104 loss_class_aux_dn: 1.896272 loss_bbox_aux_dn: 0.714454 loss_giou_aux_dn: 2.330322 loss: 15.937286 eta: 37 days, 1:30:36 batch_cost: 0.8346 data_cost: 0.0011 ips: 9.5851 images/s [07/22 13:52:37] ppdet.engine INFO: Epoch: [4] [48000/54024] learning_rate: 0.000100 loss_class: 0.704421 loss_bbox: 0.128720 loss_giou: 0.505658 loss_class_aux: 4.401875 loss_bbox_aux: 0.825759 loss_giou_aux: 3.203237 loss_class_dn: 0.350214 loss_bbox_dn: 0.133421 loss_giou_dn: 0.400816 loss_class_aux_dn: 1.915620 loss_bbox_aux_dn: 0.820443 loss_giou_aux_dn: 2.241637 loss: 15.724516 eta: 37 days, 1:27:39 batch_cost: 0.8582 data_cost: 0.0768 ips: 9.3220 images/s [07/22 13:54:06] ppdet.engine INFO: Epoch: [4] [48100/54024] learning_rate: 0.000100 loss_class: 0.724369 loss_bbox: 0.123000 loss_giou: 0.593352 loss_class_aux: 4.532733 loss_bbox_aux: 0.811703 loss_giou_aux: 3.642166 loss_class_dn: 0.375249 loss_bbox_dn: 0.109622 loss_giou_dn: 0.445689 loss_class_aux_dn: 2.029676 loss_bbox_aux_dn: 0.680821 loss_giou_aux_dn: 2.503248 loss: 16.831704 eta: 37 days, 1:24:05 batch_cost: 0.8479 data_cost: 0.0511 ips: 9.4356 images/s [07/22 13:55:42] ppdet.engine INFO: Epoch: [4] [48200/54024] learning_rate: 0.000100 loss_class: 0.730276 loss_bbox: 0.125080 loss_giou: 0.542464 loss_class_aux: 4.560669 loss_bbox_aux: 0.817247 loss_giou_aux: 3.440125 loss_class_dn: 0.367311 loss_bbox_dn: 0.113341 loss_giou_dn: 0.428002 loss_class_aux_dn: 1.997619 loss_bbox_aux_dn: 0.702729 loss_giou_aux_dn: 2.393386 loss: 16.433835 eta: 37 days, 1:24:18 batch_cost: 0.9115 data_cost: 0.0054 ips: 8.7765 images/s [07/22 13:57:11] ppdet.engine INFO: Epoch: [4] [48300/54024] learning_rate: 0.000100 loss_class: 0.741869 loss_bbox: 0.124666 loss_giou: 0.535047 loss_class_aux: 4.661272 loss_bbox_aux: 0.794434 loss_giou_aux: 3.361250 loss_class_dn: 0.371343 loss_bbox_dn: 0.115685 loss_giou_dn: 0.428769 loss_class_aux_dn: 1.979378 loss_bbox_aux_dn: 0.715654 loss_giou_aux_dn: 2.401736 loss: 16.458008 eta: 37 days, 1:20:01 batch_cost: 0.8358 data_cost: 0.0564 ips: 9.5721 images/s [07/22 13:58:52] ppdet.engine INFO: Epoch: [4] [48400/54024] learning_rate: 0.000100 loss_class: 0.691678 loss_bbox: 0.122189 loss_giou: 0.469279 loss_class_aux: 4.324332 loss_bbox_aux: 0.786150 loss_giou_aux: 2.924682 loss_class_dn: 0.345251 loss_bbox_dn: 0.123820 loss_giou_dn: 0.392209 loss_class_aux_dn: 1.849096 loss_bbox_aux_dn: 0.751294 loss_giou_aux_dn: 2.216560 loss: 14.861215 eta: 37 days, 1:23:27 batch_cost: 0.9663 data_cost: 0.0254 ips: 8.2793 images/s [07/22 14:00:23] ppdet.engine INFO: Epoch: [4] [48500/54024] learning_rate: 0.000100 loss_class: 0.684920 loss_bbox: 0.119906 loss_giou: 0.483697 loss_class_aux: 4.283599 loss_bbox_aux: 0.776793 loss_giou_aux: 3.017002 loss_class_dn: 0.350353 loss_bbox_dn: 0.116510 loss_giou_dn: 0.399255 loss_class_aux_dn: 1.865163 loss_bbox_aux_dn: 0.709917 loss_giou_aux_dn: 2.219559 loss: 15.515192 eta: 37 days, 1:20:17 batch_cost: 0.8543 data_cost: 0.0227 ips: 9.3642 images/s [07/22 14:01:49] ppdet.engine INFO: Epoch: [4] [48600/54024] learning_rate: 0.000100 loss_class: 0.704294 loss_bbox: 0.119440 loss_giou: 0.518820 loss_class_aux: 4.436372 loss_bbox_aux: 0.774485 loss_giou_aux: 3.297806 loss_class_dn: 0.353820 loss_bbox_dn: 0.128255 loss_giou_dn: 0.424425 loss_class_aux_dn: 1.899579 loss_bbox_aux_dn: 0.772379 loss_giou_aux_dn: 2.400369 loss: 15.895454 eta: 37 days, 1:14:54 batch_cost: 0.8168 data_cost: 0.0081 ips: 9.7944 images/s [07/22 14:03:22] ppdet.engine INFO: Epoch: [4] [48700/54024] learning_rate: 0.000100 loss_class: 0.677173 loss_bbox: 0.119820 loss_giou: 0.501453 loss_class_aux: 4.201474 loss_bbox_aux: 0.772872 loss_giou_aux: 3.107868 loss_class_dn: 0.352832 loss_bbox_dn: 0.114565 loss_giou_dn: 0.397088 loss_class_aux_dn: 1.894189 loss_bbox_aux_dn: 0.692226 loss_giou_aux_dn: 2.214059 loss: 15.375407 eta: 37 days, 1:13:10 batch_cost: 0.8787 data_cost: 0.0224 ips: 9.1041 images/s [07/22 14:04:54] ppdet.engine INFO: Epoch: [4] [48800/54024] learning_rate: 0.000100 loss_class: 0.680603 loss_bbox: 0.112849 loss_giou: 0.508363 loss_class_aux: 4.257224 loss_bbox_aux: 0.750680 loss_giou_aux: 3.233178 loss_class_dn: 0.356891 loss_bbox_dn: 0.108609 loss_giou_dn: 0.423981 loss_class_aux_dn: 1.901992 loss_bbox_aux_dn: 0.660363 loss_giou_aux_dn: 2.334424 loss: 15.460155 eta: 37 days, 1:11:13 batch_cost: 0.8749 data_cost: 0.0009 ips: 9.1443 images/s [07/22 14:06:38] ppdet.engine INFO: Epoch: [4] [48900/54024] learning_rate: 0.000100 loss_class: 0.734774 loss_bbox: 0.116167 loss_giou: 0.507852 loss_class_aux: 4.572482 loss_bbox_aux: 0.757323 loss_giou_aux: 3.165575 loss_class_dn: 0.368699 loss_bbox_dn: 0.121406 loss_giou_dn: 0.402605 loss_class_aux_dn: 1.994594 loss_bbox_aux_dn: 0.723934 loss_giou_aux_dn: 2.305482 loss: 16.400560 eta: 37 days, 1:15:45 batch_cost: 0.9854 data_cost: 0.0967 ips: 8.1189 images/s [07/22 14:08:18] ppdet.engine INFO: Epoch: [4] [49000/54024] learning_rate: 0.000100 loss_class: 0.718702 loss_bbox: 0.117114 loss_giou: 0.516137 loss_class_aux: 4.434651 loss_bbox_aux: 0.775121 loss_giou_aux: 3.228863 loss_class_dn: 0.363833 loss_bbox_dn: 0.121702 loss_giou_dn: 0.415219 loss_class_aux_dn: 1.922584 loss_bbox_aux_dn: 0.713811 loss_giou_aux_dn: 2.300493 loss: 16.000193 eta: 37 days, 1:18:14 batch_cost: 0.9507 data_cost: 0.0619 ips: 8.4151 images/s [07/22 14:09:53] ppdet.engine INFO: Epoch: [4] [49100/54024] learning_rate: 0.000100 loss_class: 0.713708 loss_bbox: 0.117285 loss_giou: 0.525562 loss_class_aux: 4.434155 loss_bbox_aux: 0.785589 loss_giou_aux: 3.278895 loss_class_dn: 0.358138 loss_bbox_dn: 0.119387 loss_giou_dn: 0.420905 loss_class_aux_dn: 1.942900 loss_bbox_aux_dn: 0.715514 loss_giou_aux_dn: 2.366848 loss: 15.764872 eta: 37 days, 1:17:53 batch_cost: 0.9025 data_cost: 0.0703 ips: 8.8639 images/s [07/22 14:11:30] ppdet.engine INFO: Epoch: [4] [49200/54024] learning_rate: 0.000100 loss_class: 0.730911 loss_bbox: 0.115641 loss_giou: 0.510475 loss_class_aux: 4.550893 loss_bbox_aux: 0.753590 loss_giou_aux: 3.258028 loss_class_dn: 0.352874 loss_bbox_dn: 0.112607 loss_giou_dn: 0.410855 loss_class_aux_dn: 1.875387 loss_bbox_aux_dn: 0.674063 loss_giou_aux_dn: 2.301810 loss: 15.420940 eta: 37 days, 1:18:42 batch_cost: 0.9224 data_cost: 0.0274 ips: 8.6733 images/s [07/22 14:12:58] ppdet.engine INFO: Epoch: [4] [49300/54024] learning_rate: 0.000100 loss_class: 0.700112 loss_bbox: 0.117105 loss_giou: 0.465924 loss_class_aux: 4.358811 loss_bbox_aux: 0.743629 loss_giou_aux: 2.870058 loss_class_dn: 0.333214 loss_bbox_dn: 0.105898 loss_giou_dn: 0.375309 loss_class_aux_dn: 1.820292 loss_bbox_aux_dn: 0.666280 loss_giou_aux_dn: 2.111964 loss: 15.185073 eta: 37 days, 1:13:52 batch_cost: 0.8257 data_cost: 0.0270 ips: 9.6889 images/s [07/22 14:14:38] ppdet.engine INFO: Epoch: [4] [49400/54024] learning_rate: 0.000100 loss_class: 0.703467 loss_bbox: 0.120805 loss_giou: 0.490449 loss_class_aux: 4.319362 loss_bbox_aux: 0.778485 loss_giou_aux: 3.116455 loss_class_dn: 0.353025 loss_bbox_dn: 0.120440 loss_giou_dn: 0.399175 loss_class_aux_dn: 1.913885 loss_bbox_aux_dn: 0.741823 loss_giou_aux_dn: 2.246410 loss: 15.373204 eta: 37 days, 1:16:31 batch_cost: 0.9538 data_cost: 0.0111 ips: 8.3875 images/s [07/22 14:16:08] ppdet.engine INFO: Epoch: [4] [49500/54024] learning_rate: 0.000100 loss_class: 0.713470 loss_bbox: 0.127316 loss_giou: 0.510754 loss_class_aux: 4.446079 loss_bbox_aux: 0.831520 loss_giou_aux: 3.291705 loss_class_dn: 0.363808 loss_bbox_dn: 0.118705 loss_giou_dn: 0.417767 loss_class_aux_dn: 1.961629 loss_bbox_aux_dn: 0.734934 loss_giou_aux_dn: 2.377497 loss: 16.339896 eta: 37 days, 1:13:15 batch_cost: 0.8526 data_cost: 0.0149 ips: 9.3832 images/s [07/22 14:17:38] ppdet.engine INFO: Epoch: [4] [49600/54024] learning_rate: 0.000100 loss_class: 0.752976 loss_bbox: 0.125535 loss_giou: 0.560444 loss_class_aux: 4.619183 loss_bbox_aux: 0.849023 loss_giou_aux: 3.561638 loss_class_dn: 0.372887 loss_bbox_dn: 0.123511 loss_giou_dn: 0.435045 loss_class_aux_dn: 1.995763 loss_bbox_aux_dn: 0.758993 loss_giou_aux_dn: 2.435773 loss: 16.396485 eta: 37 days, 1:09:34 batch_cost: 0.8453 data_cost: 0.0150 ips: 9.4637 images/s [07/22 14:19:24] ppdet.engine INFO: Epoch: [4] [49700/54024] learning_rate: 0.000100 loss_class: 0.722265 loss_bbox: 0.114479 loss_giou: 0.483981 loss_class_aux: 4.447132 loss_bbox_aux: 0.764471 loss_giou_aux: 3.047675 loss_class_dn: 0.344977 loss_bbox_dn: 0.117033 loss_giou_dn: 0.396600 loss_class_aux_dn: 1.859137 loss_bbox_aux_dn: 0.682180 loss_giou_aux_dn: 2.230476 loss: 14.969131 eta: 37 days, 1:15:33 batch_cost: 1.0114 data_cost: 0.0519 ips: 7.9098 images/s [07/22 14:20:53] ppdet.engine INFO: Epoch: [4] [49800/54024] learning_rate: 0.000100 loss_class: 0.664248 loss_bbox: 0.112168 loss_giou: 0.516730 loss_class_aux: 4.138123 loss_bbox_aux: 0.744813 loss_giou_aux: 3.233047 loss_class_dn: 0.369711 loss_bbox_dn: 0.100939 loss_giou_dn: 0.425923 loss_class_aux_dn: 1.962112 loss_bbox_aux_dn: 0.638520 loss_giou_aux_dn: 2.375379 loss: 15.696688 eta: 37 days, 1:11:07 batch_cost: 0.8324 data_cost: 0.0083 ips: 9.6111 images/s [07/22 14:22:37] ppdet.engine INFO: Epoch: [4] [49900/54024] learning_rate: 0.000100 loss_class: 0.769056 loss_bbox: 0.119870 loss_giou: 0.546269 loss_class_aux: 4.688800 loss_bbox_aux: 0.778415 loss_giou_aux: 3.514848 loss_class_dn: 0.370201 loss_bbox_dn: 0.121423 loss_giou_dn: 0.437297 loss_class_aux_dn: 2.019168 loss_bbox_aux_dn: 0.762388 loss_giou_aux_dn: 2.440143 loss: 16.650076 eta: 37 days, 1:16:02 batch_cost: 0.9935 data_cost: 0.0009 ips: 8.0520 images/s [07/22 14:24:14] ppdet.engine INFO: Epoch: [4] [50000/54024] learning_rate: 0.000100 loss_class: 0.696465 loss_bbox: 0.117343 loss_giou: 0.496759 loss_class_aux: 4.364774 loss_bbox_aux: 0.747117 loss_giou_aux: 3.047247 loss_class_dn: 0.345046 loss_bbox_dn: 0.112375 loss_giou_dn: 0.399110 loss_class_aux_dn: 1.857612 loss_bbox_aux_dn: 0.690253 loss_giou_aux_dn: 2.236114 loss: 15.205381 eta: 37 days, 1:16:40 batch_cost: 0.9195 data_cost: 0.0706 ips: 8.7007 images/s [07/22 14:25:50] ppdet.engine INFO: Epoch: [4] [50100/54024] learning_rate: 0.000100 loss_class: 0.731871 loss_bbox: 0.122514 loss_giou: 0.519668 loss_class_aux: 4.567544 loss_bbox_aux: 0.792553 loss_giou_aux: 3.282420 loss_class_dn: 0.364259 loss_bbox_dn: 0.113907 loss_giou_dn: 0.422106 loss_class_aux_dn: 1.971434 loss_bbox_aux_dn: 0.691099 loss_giou_aux_dn: 2.385088 loss: 16.097150 eta: 37 days, 1:16:56 batch_cost: 0.9136 data_cost: 0.0009 ips: 8.7570 images/s [07/22 14:27:30] ppdet.engine INFO: Epoch: [4] [50200/54024] learning_rate: 0.000100 loss_class: 0.655636 loss_bbox: 0.112834 loss_giou: 0.490307 loss_class_aux: 4.147187 loss_bbox_aux: 0.724533 loss_giou_aux: 3.051686 loss_class_dn: 0.337978 loss_bbox_dn: 0.116758 loss_giou_dn: 0.395059 loss_class_aux_dn: 1.821867 loss_bbox_aux_dn: 0.698247 loss_giou_aux_dn: 2.214413 loss: 15.087051 eta: 37 days, 1:19:29 batch_cost: 0.9530 data_cost: 0.1085 ips: 8.3945 images/s [07/22 14:29:15] ppdet.engine INFO: Epoch: [4] [50300/54024] learning_rate: 0.000100 loss_class: 0.672028 loss_bbox: 0.121632 loss_giou: 0.528076 loss_class_aux: 4.210851 loss_bbox_aux: 0.821258 loss_giou_aux: 3.354836 loss_class_dn: 0.367901 loss_bbox_dn: 0.118391 loss_giou_dn: 0.418711 loss_class_aux_dn: 1.972037 loss_bbox_aux_dn: 0.693635 loss_giou_aux_dn: 2.413580 loss: 15.629275 eta: 37 days, 1:24:45 batch_cost: 0.9998 data_cost: 0.0010 ips: 8.0013 images/s [07/22 14:31:06] ppdet.engine INFO: Epoch: [4] [50400/54024] learning_rate: 0.000100 loss_class: 0.683507 loss_bbox: 0.122072 loss_giou: 0.513878 loss_class_aux: 4.250645 loss_bbox_aux: 0.803540 loss_giou_aux: 3.171952 loss_class_dn: 0.353109 loss_bbox_dn: 0.119732 loss_giou_dn: 0.400512 loss_class_aux_dn: 1.908867 loss_bbox_aux_dn: 0.733009 loss_giou_aux_dn: 2.293476 loss: 15.601499 eta: 37 days, 1:33:41 batch_cost: 1.0637 data_cost: 0.0893 ips: 7.5211 images/s [07/22 14:32:41] ppdet.engine INFO: Epoch: [4] [50500/54024] learning_rate: 0.000100 loss_class: 0.720475 loss_bbox: 0.109082 loss_giou: 0.509308 loss_class_aux: 4.431069 loss_bbox_aux: 0.716240 loss_giou_aux: 3.223373 loss_class_dn: 0.360177 loss_bbox_dn: 0.113798 loss_giou_dn: 0.405892 loss_class_aux_dn: 1.954819 loss_bbox_aux_dn: 0.691423 loss_giou_aux_dn: 2.308262 loss: 15.853166 eta: 37 days, 1:32:48 batch_cost: 0.8940 data_cost: 0.0247 ips: 8.9486 images/s [07/22 14:34:20] ppdet.engine INFO: Epoch: [4] [50600/54024] learning_rate: 0.000100 loss_class: 0.691276 loss_bbox: 0.118935 loss_giou: 0.472392 loss_class_aux: 4.308748 loss_bbox_aux: 0.758153 loss_giou_aux: 2.920277 loss_class_dn: 0.339988 loss_bbox_dn: 0.121172 loss_giou_dn: 0.391760 loss_class_aux_dn: 1.823288 loss_bbox_aux_dn: 0.745561 loss_giou_aux_dn: 2.173322 loss: 15.064677 eta: 37 days, 1:34:37 batch_cost: 0.9409 data_cost: 0.1523 ips: 8.5027 images/s [07/22 14:35:57] ppdet.engine INFO: Epoch: [4] [50700/54024] learning_rate: 0.000100 loss_class: 0.687485 loss_bbox: 0.121318 loss_giou: 0.513341 loss_class_aux: 4.299415 loss_bbox_aux: 0.789772 loss_giou_aux: 3.235920 loss_class_dn: 0.354489 loss_bbox_dn: 0.118491 loss_giou_dn: 0.418163 loss_class_aux_dn: 1.929092 loss_bbox_aux_dn: 0.717046 loss_giou_aux_dn: 2.330488 loss: 15.966980 eta: 37 days, 1:35:39 batch_cost: 0.9275 data_cost: 0.0459 ips: 8.6255 images/s [07/22 14:37:20] ppdet.engine INFO: Epoch: [4] [50800/54024] learning_rate: 0.000100 loss_class: 0.711067 loss_bbox: 0.117533 loss_giou: 0.553583 loss_class_aux: 4.422085 loss_bbox_aux: 0.771386 loss_giou_aux: 3.378280 loss_class_dn: 0.373654 loss_bbox_dn: 0.121955 loss_giou_dn: 0.432501 loss_class_aux_dn: 2.005795 loss_bbox_aux_dn: 0.717518 loss_giou_aux_dn: 2.442042 loss: 17.001711 eta: 37 days, 1:28:06 batch_cost: 0.7784 data_cost: 0.0009 ips: 10.2780 images/s [07/22 14:38:52] ppdet.engine INFO: Epoch: [4] [50900/54024] learning_rate: 0.000100 loss_class: 0.638156 loss_bbox: 0.111728 loss_giou: 0.478563 loss_class_aux: 4.046937 loss_bbox_aux: 0.721611 loss_giou_aux: 2.986731 loss_class_dn: 0.340922 loss_bbox_dn: 0.112736 loss_giou_dn: 0.394036 loss_class_aux_dn: 1.836971 loss_bbox_aux_dn: 0.672343 loss_giou_aux_dn: 2.234690 loss: 14.964156 eta: 37 days, 1:25:48 batch_cost: 0.8697 data_cost: 0.0682 ips: 9.1991 images/s [07/22 14:40:23] ppdet.engine INFO: Epoch: [4] [51000/54024] learning_rate: 0.000100 loss_class: 0.746292 loss_bbox: 0.124250 loss_giou: 0.541241 loss_class_aux: 4.598753 loss_bbox_aux: 0.805048 loss_giou_aux: 3.385128 loss_class_dn: 0.372196 loss_bbox_dn: 0.124742 loss_giou_dn: 0.449986 loss_class_aux_dn: 2.007405 loss_bbox_aux_dn: 0.760046 loss_giou_aux_dn: 2.503354 loss: 16.312207 eta: 37 days, 1:23:15 batch_cost: 0.8651 data_cost: 0.0053 ips: 9.2471 images/s [07/22 14:41:50] ppdet.engine INFO: Epoch: [4] [51100/54024] learning_rate: 0.000100 loss_class: 0.694479 loss_bbox: 0.117783 loss_giou: 0.510890 loss_class_aux: 4.288303 loss_bbox_aux: 0.783214 loss_giou_aux: 3.262551 loss_class_dn: 0.353240 loss_bbox_dn: 0.121507 loss_giou_dn: 0.418112 loss_class_aux_dn: 1.918125 loss_bbox_aux_dn: 0.731364 loss_giou_aux_dn: 2.331300 loss: 15.296007 eta: 37 days, 1:18:37 batch_cost: 0.8289 data_cost: 0.0009 ips: 9.6515 images/s [07/22 14:43:28] ppdet.engine INFO: Epoch: [4] [51200/54024] learning_rate: 0.000100 loss_class: 0.702678 loss_bbox: 0.124023 loss_giou: 0.496067 loss_class_aux: 4.352469 loss_bbox_aux: 0.831275 loss_giou_aux: 3.094110 loss_class_dn: 0.361199 loss_bbox_dn: 0.124764 loss_giou_dn: 0.418495 loss_class_aux_dn: 1.965472 loss_bbox_aux_dn: 0.740762 loss_giou_aux_dn: 2.318622 loss: 16.041527 eta: 37 days, 1:19:56 batch_cost: 0.9322 data_cost: 0.0915 ips: 8.5821 images/s [07/22 14:45:03] ppdet.engine INFO: Epoch: [4] [51300/54024] learning_rate: 0.000100 loss_class: 0.698069 loss_bbox: 0.111061 loss_giou: 0.508328 loss_class_aux: 4.353439 loss_bbox_aux: 0.751298 loss_giou_aux: 3.194083 loss_class_dn: 0.355179 loss_bbox_dn: 0.116536 loss_giou_dn: 0.419489 loss_class_aux_dn: 1.888498 loss_bbox_aux_dn: 0.719759 loss_giou_aux_dn: 2.357863 loss: 15.625752 eta: 37 days, 1:18:53 batch_cost: 0.8912 data_cost: 0.0621 ips: 8.9764 images/s [07/22 14:46:33] ppdet.engine INFO: Epoch: [4] [51400/54024] learning_rate: 0.000100 loss_class: 0.688097 loss_bbox: 0.120678 loss_giou: 0.529823 loss_class_aux: 4.303479 loss_bbox_aux: 0.768223 loss_giou_aux: 3.310946 loss_class_dn: 0.358631 loss_bbox_dn: 0.120527 loss_giou_dn: 0.418850 loss_class_aux_dn: 1.915018 loss_bbox_aux_dn: 0.752185 loss_giou_aux_dn: 2.329752 loss: 16.120327 eta: 37 days, 1:15:28 batch_cost: 0.8501 data_cost: 0.0010 ips: 9.4110 images/s [07/22 14:48:00] ppdet.engine INFO: Epoch: [4] [51500/54024] learning_rate: 0.000100 loss_class: 0.723708 loss_bbox: 0.107032 loss_giou: 0.560758 loss_class_aux: 4.402974 loss_bbox_aux: 0.711799 loss_giou_aux: 3.545490 loss_class_dn: 0.367877 loss_bbox_dn: 0.104032 loss_giou_dn: 0.435266 loss_class_aux_dn: 1.959807 loss_bbox_aux_dn: 0.630921 loss_giou_aux_dn: 2.439817 loss: 16.027664 eta: 37 days, 1:10:50 batch_cost: 0.8285 data_cost: 0.0280 ips: 9.6565 images/s [07/22 14:49:37] ppdet.engine INFO: Epoch: [4] [51600/54024] learning_rate: 0.000100 loss_class: 0.709904 loss_bbox: 0.116483 loss_giou: 0.553058 loss_class_aux: 4.356518 loss_bbox_aux: 0.758576 loss_giou_aux: 3.431216 loss_class_dn: 0.357240 loss_bbox_dn: 0.105674 loss_giou_dn: 0.436444 loss_class_aux_dn: 1.923061 loss_bbox_aux_dn: 0.641702 loss_giou_aux_dn: 2.476004 loss: 16.239640 eta: 37 days, 1:11:12 batch_cost: 0.9158 data_cost: 0.0360 ips: 8.7351 images/s [07/22 14:51:07] ppdet.engine INFO: Epoch: [4] [51700/54024] learning_rate: 0.000100 loss_class: 0.671655 loss_bbox: 0.117872 loss_giou: 0.479725 loss_class_aux: 4.199067 loss_bbox_aux: 0.768535 loss_giou_aux: 2.962861 loss_class_dn: 0.339077 loss_bbox_dn: 0.112216 loss_giou_dn: 0.397536 loss_class_aux_dn: 1.854207 loss_bbox_aux_dn: 0.685294 loss_giou_aux_dn: 2.229901 loss: 15.091667 eta: 37 days, 1:07:43 batch_cost: 0.8487 data_cost: 0.0009 ips: 9.4264 images/s [07/22 14:52:39] ppdet.engine INFO: Epoch: [4] [51800/54024] learning_rate: 0.000100 loss_class: 0.709673 loss_bbox: 0.116191 loss_giou: 0.492413 loss_class_aux: 4.429269 loss_bbox_aux: 0.785225 loss_giou_aux: 3.108116 loss_class_dn: 0.354187 loss_bbox_dn: 0.118778 loss_giou_dn: 0.405319 loss_class_aux_dn: 1.917155 loss_bbox_aux_dn: 0.719763 loss_giou_aux_dn: 2.275494 loss: 15.753063 eta: 37 days, 1:05:14 batch_cost: 0.8661 data_cost: 0.0802 ips: 9.2372 images/s [07/22 14:54:00] ppdet.engine INFO: Epoch: [4] [51900/54024] learning_rate: 0.000100 loss_class: 0.703608 loss_bbox: 0.120547 loss_giou: 0.521241 loss_class_aux: 4.371457 loss_bbox_aux: 0.787499 loss_giou_aux: 3.281646 loss_class_dn: 0.365521 loss_bbox_dn: 0.111460 loss_giou_dn: 0.411564 loss_class_aux_dn: 1.983970 loss_bbox_aux_dn: 0.683546 loss_giou_aux_dn: 2.322653 loss: 16.136389 eta: 37 days, 0:57:17 batch_cost: 0.7700 data_cost: 0.0009 ips: 10.3890 images/s [07/22 14:55:32] ppdet.engine INFO: Epoch: [4] [52000/54024] learning_rate: 0.000100 loss_class: 0.756464 loss_bbox: 0.127370 loss_giou: 0.555332 loss_class_aux: 4.608309 loss_bbox_aux: 0.831795 loss_giou_aux: 3.496726 loss_class_dn: 0.368641 loss_bbox_dn: 0.126230 loss_giou_dn: 0.440130 loss_class_aux_dn: 2.001217 loss_bbox_aux_dn: 0.783142 loss_giou_aux_dn: 2.465576 loss: 16.826114 eta: 37 days, 0:55:07 batch_cost: 0.8714 data_cost: 0.0009 ips: 9.1808 images/s [07/22 14:56:59] ppdet.engine INFO: Epoch: [4] [52100/54024] learning_rate: 0.000100 loss_class: 0.713004 loss_bbox: 0.121961 loss_giou: 0.497478 loss_class_aux: 4.358351 loss_bbox_aux: 0.799131 loss_giou_aux: 3.128521 loss_class_dn: 0.355075 loss_bbox_dn: 0.128350 loss_giou_dn: 0.395168 loss_class_aux_dn: 1.898471 loss_bbox_aux_dn: 0.760443 loss_giou_aux_dn: 2.264850 loss: 15.443176 eta: 37 days, 0:50:27 batch_cost: 0.8274 data_cost: 0.0139 ips: 9.6691 images/s [07/22 14:58:28] ppdet.engine INFO: Epoch: [4] [52200/54024] learning_rate: 0.000100 loss_class: 0.722385 loss_bbox: 0.118684 loss_giou: 0.510124 loss_class_aux: 4.563528 loss_bbox_aux: 0.753645 loss_giou_aux: 3.190944 loss_class_dn: 0.358847 loss_bbox_dn: 0.109335 loss_giou_dn: 0.406479 loss_class_aux_dn: 1.930683 loss_bbox_aux_dn: 0.690107 loss_giou_aux_dn: 2.316395 loss: 15.816438 eta: 37 days, 0:46:34 batch_cost: 0.8413 data_cost: 0.0520 ips: 9.5089 images/s [07/22 15:00:01] ppdet.engine INFO: Epoch: [4] [52300/54024] learning_rate: 0.000100 loss_class: 0.723203 loss_bbox: 0.114425 loss_giou: 0.494094 loss_class_aux: 4.482858 loss_bbox_aux: 0.772760 loss_giou_aux: 3.149975 loss_class_dn: 0.348820 loss_bbox_dn: 0.112253 loss_giou_dn: 0.387519 loss_class_aux_dn: 1.895830 loss_bbox_aux_dn: 0.694831 loss_giou_aux_dn: 2.180722 loss: 15.697039 eta: 37 days, 0:44:51 batch_cost: 0.8790 data_cost: 0.0624 ips: 9.1014 images/s [07/22 15:01:30] ppdet.engine INFO: Epoch: [4] [52400/54024] learning_rate: 0.000100 loss_class: 0.732001 loss_bbox: 0.127864 loss_giou: 0.505300 loss_class_aux: 4.541566 loss_bbox_aux: 0.819756 loss_giou_aux: 3.167584 loss_class_dn: 0.362550 loss_bbox_dn: 0.115817 loss_giou_dn: 0.416886 loss_class_aux_dn: 1.966888 loss_bbox_aux_dn: 0.713878 loss_giou_aux_dn: 2.324108 loss: 16.197858 eta: 37 days, 0:41:05 batch_cost: 0.8431 data_cost: 0.0360 ips: 9.4887 images/s [07/22 15:03:03] ppdet.engine INFO: Epoch: [4] [52500/54024] learning_rate: 0.000100 loss_class: 0.684649 loss_bbox: 0.119151 loss_giou: 0.470048 loss_class_aux: 4.301563 loss_bbox_aux: 0.763189 loss_giou_aux: 2.934653 loss_class_dn: 0.347740 loss_bbox_dn: 0.115374 loss_giou_dn: 0.396936 loss_class_aux_dn: 1.849212 loss_bbox_aux_dn: 0.696537 loss_giou_aux_dn: 2.229029 loss: 15.221658 eta: 37 days, 0:39:14 batch_cost: 0.8770 data_cost: 0.0524 ips: 9.1217 images/s [07/22 15:04:34] ppdet.engine INFO: Epoch: [4] [52600/54024] learning_rate: 0.000100 loss_class: 0.716948 loss_bbox: 0.112892 loss_giou: 0.484845 loss_class_aux: 4.504719 loss_bbox_aux: 0.722524 loss_giou_aux: 3.058560 loss_class_dn: 0.354583 loss_bbox_dn: 0.114011 loss_giou_dn: 0.403278 loss_class_aux_dn: 1.898977 loss_bbox_aux_dn: 0.692726 loss_giou_aux_dn: 2.307286 loss: 15.924279 eta: 37 days, 0:36:39 batch_cost: 0.8637 data_cost: 0.0013 ips: 9.2626 images/s [07/22 15:06:04] ppdet.engine INFO: Epoch: [4] [52700/54024] learning_rate: 0.000100 loss_class: 0.697333 loss_bbox: 0.121027 loss_giou: 0.459542 loss_class_aux: 4.405593 loss_bbox_aux: 0.803643 loss_giou_aux: 2.828681 loss_class_dn: 0.350743 loss_bbox_dn: 0.125204 loss_giou_dn: 0.374242 loss_class_aux_dn: 1.908227 loss_bbox_aux_dn: 0.763350 loss_giou_aux_dn: 2.144325 loss: 15.730032 eta: 37 days, 0:33:39 batch_cost: 0.8565 data_cost: 0.0310 ips: 9.3403 images/s [07/22 15:07:32] ppdet.engine INFO: Epoch: [4] [52800/54024] learning_rate: 0.000100 loss_class: 0.697320 loss_bbox: 0.115947 loss_giou: 0.521138 loss_class_aux: 4.233624 loss_bbox_aux: 0.764959 loss_giou_aux: 3.276962 loss_class_dn: 0.347897 loss_bbox_dn: 0.111449 loss_giou_dn: 0.413781 loss_class_aux_dn: 1.880765 loss_bbox_aux_dn: 0.686957 loss_giou_aux_dn: 2.284309 loss: 15.664558 eta: 37 days, 0:29:14 batch_cost: 0.8311 data_cost: 0.0010 ips: 9.6255 images/s [07/22 15:08:57] ppdet.engine INFO: Epoch: [4] [52900/54024] learning_rate: 0.000100 loss_class: 0.712578 loss_bbox: 0.121683 loss_giou: 0.499298 loss_class_aux: 4.352843 loss_bbox_aux: 0.794529 loss_giou_aux: 3.171270 loss_class_dn: 0.355359 loss_bbox_dn: 0.117458 loss_giou_dn: 0.410345 loss_class_aux_dn: 1.908163 loss_bbox_aux_dn: 0.702059 loss_giou_aux_dn: 2.308704 loss: 15.728875 eta: 37 days, 0:23:16 batch_cost: 0.8038 data_cost: 0.0009 ips: 9.9528 images/s [07/22 15:10:29] ppdet.engine INFO: Epoch: [4] [53000/54024] learning_rate: 0.000100 loss_class: 0.695077 loss_bbox: 0.114437 loss_giou: 0.448320 loss_class_aux: 4.334899 loss_bbox_aux: 0.757167 loss_giou_aux: 2.837644 loss_class_dn: 0.335371 loss_bbox_dn: 0.114477 loss_giou_dn: 0.364237 loss_class_aux_dn: 1.799601 loss_bbox_aux_dn: 0.730328 loss_giou_aux_dn: 2.053931 loss: 14.530795 eta: 37 days, 0:20:56 batch_cost: 0.8680 data_cost: 0.0012 ips: 9.2164 images/s [07/22 15:12:03] ppdet.engine INFO: Epoch: [4] [53100/54024] learning_rate: 0.000100 loss_class: 0.702226 loss_bbox: 0.115234 loss_giou: 0.516694 loss_class_aux: 4.373472 loss_bbox_aux: 0.753946 loss_giou_aux: 3.239968 loss_class_dn: 0.352830 loss_bbox_dn: 0.126039 loss_giou_dn: 0.411073 loss_class_aux_dn: 1.907765 loss_bbox_aux_dn: 0.746690 loss_giou_aux_dn: 2.312549 loss: 15.694860 eta: 37 days, 0:20:09 batch_cost: 0.8956 data_cost: 0.0010 ips: 8.9330 images/s [07/22 15:13:37] ppdet.engine INFO: Epoch: [4] [53200/54024] learning_rate: 0.000100 loss_class: 0.768603 loss_bbox: 0.131511 loss_giou: 0.544124 loss_class_aux: 4.749142 loss_bbox_aux: 0.854141 loss_giou_aux: 3.408269 loss_class_dn: 0.374456 loss_bbox_dn: 0.119702 loss_giou_dn: 0.435119 loss_class_aux_dn: 2.036470 loss_bbox_aux_dn: 0.731193 loss_giou_aux_dn: 2.473978 loss: 16.561993 eta: 37 days, 0:18:47 batch_cost: 0.8851 data_cost: 0.0009 ips: 9.0382 images/s [07/22 15:15:07] ppdet.engine INFO: Epoch: [4] [53300/54024] learning_rate: 0.000100 loss_class: 0.724298 loss_bbox: 0.116795 loss_giou: 0.488579 loss_class_aux: 4.429086 loss_bbox_aux: 0.780476 loss_giou_aux: 3.066611 loss_class_dn: 0.354738 loss_bbox_dn: 0.123365 loss_giou_dn: 0.397186 loss_class_aux_dn: 1.874080 loss_bbox_aux_dn: 0.762289 loss_giou_aux_dn: 2.264529 loss: 15.631320 eta: 37 days, 0:15:32 batch_cost: 0.8517 data_cost: 0.0010 ips: 9.3930 images/s [07/22 15:16:31] ppdet.engine INFO: Epoch: [4] [53400/54024] learning_rate: 0.000100 loss_class: 0.738986 loss_bbox: 0.124378 loss_giou: 0.581929 loss_class_aux: 4.547504 loss_bbox_aux: 0.807863 loss_giou_aux: 3.629395 loss_class_dn: 0.375724 loss_bbox_dn: 0.116811 loss_giou_dn: 0.461434 loss_class_aux_dn: 2.007733 loss_bbox_aux_dn: 0.690674 loss_giou_aux_dn: 2.574960 loss: 17.158528 eta: 37 days, 0:08:46 batch_cost: 0.7892 data_cost: 0.0011 ips: 10.1366 images/s [07/22 15:18:07] ppdet.engine INFO: Epoch: [4] [53500/54024] learning_rate: 0.000100 loss_class: 0.729876 loss_bbox: 0.117434 loss_giou: 0.547118 loss_class_aux: 4.523636 loss_bbox_aux: 0.760893 loss_giou_aux: 3.442651 loss_class_dn: 0.365071 loss_bbox_dn: 0.122940 loss_giou_dn: 0.420218 loss_class_aux_dn: 1.978363 loss_bbox_aux_dn: 0.742149 loss_giou_aux_dn: 2.339042 loss: 16.422030 eta: 37 days, 0:09:13 batch_cost: 0.9173 data_cost: 0.1099 ips: 8.7211 images/s [07/22 15:19:44] ppdet.engine INFO: Epoch: [4] [53600/54024] learning_rate: 0.000100 loss_class: 0.708097 loss_bbox: 0.113098 loss_giou: 0.529064 loss_class_aux: 4.406168 loss_bbox_aux: 0.735754 loss_giou_aux: 3.362830 loss_class_dn: 0.364509 loss_bbox_dn: 0.107387 loss_giou_dn: 0.436839 loss_class_aux_dn: 1.965948 loss_bbox_aux_dn: 0.645625 loss_giou_aux_dn: 2.447139 loss: 16.348678 eta: 37 days, 0:09:51 batch_cost: 0.9209 data_cost: 0.0870 ips: 8.6874 images/s [07/22 15:21:13] ppdet.engine INFO: Epoch: [4] [53700/54024] learning_rate: 0.000100 loss_class: 0.680632 loss_bbox: 0.111987 loss_giou: 0.477006 loss_class_aux: 4.272097 loss_bbox_aux: 0.753189 loss_giou_aux: 3.018866 loss_class_dn: 0.344820 loss_bbox_dn: 0.109902 loss_giou_dn: 0.391860 loss_class_aux_dn: 1.855447 loss_bbox_aux_dn: 0.662701 loss_giou_aux_dn: 2.229251 loss: 15.189423 eta: 37 days, 0:05:52 batch_cost: 0.8383 data_cost: 0.0090 ips: 9.5435 images/s [07/22 15:22:46] ppdet.engine INFO: Epoch: [4] [53800/54024] learning_rate: 0.000100 loss_class: 0.684913 loss_bbox: 0.114426 loss_giou: 0.504809 loss_class_aux: 4.181202 loss_bbox_aux: 0.748938 loss_giou_aux: 3.130878 loss_class_dn: 0.356165 loss_bbox_dn: 0.110133 loss_giou_dn: 0.389418 loss_class_aux_dn: 1.945042 loss_bbox_aux_dn: 0.670848 loss_giou_aux_dn: 2.191671 loss: 15.920049 eta: 37 days, 0:04:04 batch_cost: 0.8774 data_cost: 0.0549 ips: 9.1183 images/s [07/22 15:24:20] ppdet.engine INFO: Epoch: [4] [53900/54024] learning_rate: 0.000100 loss_class: 0.750237 loss_bbox: 0.118987 loss_giou: 0.515516 loss_class_aux: 4.699770 loss_bbox_aux: 0.777627 loss_giou_aux: 3.244651 loss_class_dn: 0.370654 loss_bbox_dn: 0.120153 loss_giou_dn: 0.424979 loss_class_aux_dn: 1.967372 loss_bbox_aux_dn: 0.729137 loss_giou_aux_dn: 2.403620 loss: 15.741070 eta: 37 days, 0:02:54 batch_cost: 0.8885 data_cost: 0.0289 ips: 9.0035 images/s [07/22 15:25:47] ppdet.engine INFO: Epoch: [4] [54000/54024] learning_rate: 0.000100 loss_class: 0.747386 loss_bbox: 0.120682 loss_giou: 0.555183 loss_class_aux: 4.585858 loss_bbox_aux: 0.771910 loss_giou_aux: 3.454784 loss_class_dn: 0.357320 loss_bbox_dn: 0.117672 loss_giou_dn: 0.429922 loss_class_aux_dn: 1.978665 loss_bbox_aux_dn: 0.729144 loss_giou_aux_dn: 2.432488 loss: 16.631229 eta: 36 days, 23:57:42 batch_cost: 0.8165 data_cost: 0.0009 ips: 9.7983 images/s [07/22 15:26:21] ppdet.engine INFO: Eval iter: 0 [07/22 15:26:43] ppdet.engine INFO: Eval iter: 100 [07/22 15:27:03] ppdet.engine INFO: Eval iter: 200 [07/22 15:27:24] ppdet.engine INFO: Eval iter: 300 [07/22 15:27:44] ppdet.engine INFO: Eval iter: 400 [07/22 15:28:05] ppdet.engine INFO: Eval iter: 500 [07/22 15:28:25] ppdet.engine INFO: Eval iter: 600 [07/22 15:28:46] ppdet.engine INFO: Eval iter: 700 [07/22 15:29:06] ppdet.engine INFO: Eval iter: 800 [07/22 15:29:27] ppdet.engine INFO: Eval iter: 900 [07/22 15:29:47] ppdet.engine INFO: Eval iter: 1000 [07/22 15:30:08] ppdet.engine INFO: Eval iter: 1100 [07/22 15:30:28] ppdet.engine INFO: Eval iter: 1200 [07/22 15:30:49] ppdet.engine INFO: Eval iter: 1300 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Done (t=21.47s) creating index... index created! [07/22 16:06:52] ppdet.metrics.coco_utils INFO: Start evaluate... Loading and preparing results... DONE (t=242.07s) creating index... index created! Running per image evaluation... Evaluate annotation type *bbox* DONE (t=2894.17s). Accumulating evaluation results... DONE (t=793.62s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.317 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.422 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.343 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.141 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.304 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.442 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.274 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.529 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.572 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.333 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.572 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.736 [07/22 17:14:19] ppdet.engine INFO: Total sample number: 80000, average FPS: 38.26095940147682 [07/22 17:14:19] ppdet.engine INFO: Best test bbox ap is 0.317. [07/22 17:14:37] ppdet.engine INFO: Epoch: [5] [ 0/54024] learning_rate: 0.000100 loss_class: 0.710318 loss_bbox: 0.119254 loss_giou: 0.517248 loss_class_aux: 4.504076 loss_bbox_aux: 0.765114 loss_giou_aux: 3.268671 loss_class_dn: 0.348687 loss_bbox_dn: 0.117672 loss_giou_dn: 0.407743 loss_class_aux_dn: 1.898308 loss_bbox_aux_dn: 0.713407 loss_giou_aux_dn: 2.335075 loss: 15.826237 eta: 36 days, 23:59:30 batch_cost: 0.8877 data_cost: 0.0730 ips: 9.0118 images/s [07/22 17:16:07] ppdet.engine INFO: Epoch: [5] [ 100/54024] learning_rate: 0.000100 loss_class: 0.705969 loss_bbox: 0.130480 loss_giou: 0.548890 loss_class_aux: 4.330287 loss_bbox_aux: 0.865395 loss_giou_aux: 3.463202 loss_class_dn: 0.346988 loss_bbox_dn: 0.116645 loss_giou_dn: 0.416349 loss_class_aux_dn: 1.863823 loss_bbox_aux_dn: 0.734380 loss_giou_aux_dn: 2.336637 loss: 15.724928 eta: 36 days, 23:55:55 batch_cost: 0.8454 data_cost: 0.0011 ips: 9.4624 images/s [07/22 17:18:01] ppdet.engine INFO: Epoch: [5] [ 200/54024] learning_rate: 0.000100 loss_class: 0.703738 loss_bbox: 0.113128 loss_giou: 0.500503 loss_class_aux: 4.454818 loss_bbox_aux: 0.757054 loss_giou_aux: 3.125485 loss_class_dn: 0.355571 loss_bbox_dn: 0.114069 loss_giou_dn: 0.399971 loss_class_aux_dn: 1.936063 loss_bbox_aux_dn: 0.718505 loss_giou_aux_dn: 2.266484 loss: 15.688361 eta: 37 days, 0:06:01 batch_cost: 1.0908 data_cost: 0.2109 ips: 7.3341 images/s [07/22 17:19:33] ppdet.engine INFO: Epoch: [5] [ 300/54024] learning_rate: 0.000100 loss_class: 0.740923 loss_bbox: 0.131176 loss_giou: 0.537200 loss_class_aux: 4.674201 loss_bbox_aux: 0.875536 loss_giou_aux: 3.329654 loss_class_dn: 0.375266 loss_bbox_dn: 0.123100 loss_giou_dn: 0.445917 loss_class_aux_dn: 2.043386 loss_bbox_aux_dn: 0.752062 loss_giou_aux_dn: 2.475775 loss: 16.560392 eta: 37 days, 0:04:00 batch_cost: 0.8735 data_cost: 0.0010 ips: 9.1588 images/s [07/22 17:21:04] ppdet.engine INFO: Epoch: [5] [ 400/54024] learning_rate: 0.000100 loss_class: 0.738067 loss_bbox: 0.128552 loss_giou: 0.508887 loss_class_aux: 4.553886 loss_bbox_aux: 0.850548 loss_giou_aux: 3.184828 loss_class_dn: 0.371516 loss_bbox_dn: 0.132522 loss_giou_dn: 0.414151 loss_class_aux_dn: 1.998328 loss_bbox_aux_dn: 0.776471 loss_giou_aux_dn: 2.338337 loss: 16.280813 eta: 37 days, 0:01:26 batch_cost: 0.8635 data_cost: 0.0012 ips: 9.2644 images/s [07/22 17:22:37] ppdet.engine INFO: Epoch: [5] [ 500/54024] learning_rate: 0.000100 loss_class: 0.730377 loss_bbox: 0.128917 loss_giou: 0.499404 loss_class_aux: 4.554939 loss_bbox_aux: 0.828297 loss_giou_aux: 3.174498 loss_class_dn: 0.376967 loss_bbox_dn: 0.110109 loss_giou_dn: 0.408781 loss_class_aux_dn: 2.027817 loss_bbox_aux_dn: 0.687055 loss_giou_aux_dn: 2.284771 loss: 16.458815 eta: 36 days, 23:59:58 batch_cost: 0.8835 data_cost: 0.0011 ips: 9.0550 images/s [07/22 17:24:09] ppdet.engine INFO: Epoch: [5] [ 600/54024] learning_rate: 0.000100 loss_class: 0.700693 loss_bbox: 0.124475 loss_giou: 0.536595 loss_class_aux: 4.365551 loss_bbox_aux: 0.812298 loss_giou_aux: 3.366667 loss_class_dn: 0.354926 loss_bbox_dn: 0.121056 loss_giou_dn: 0.414633 loss_class_aux_dn: 1.935182 loss_bbox_aux_dn: 0.734560 loss_giou_aux_dn: 2.323949 loss: 15.628523 eta: 36 days, 23:57:40 batch_cost: 0.8684 data_cost: 0.0010 ips: 9.2121 images/s [07/22 17:25:36] ppdet.engine INFO: Epoch: [5] [ 700/54024] learning_rate: 0.000100 loss_class: 0.689869 loss_bbox: 0.113712 loss_giou: 0.482057 loss_class_aux: 4.320007 loss_bbox_aux: 0.758109 loss_giou_aux: 3.006079 loss_class_dn: 0.337858 loss_bbox_dn: 0.112186 loss_giou_dn: 0.393812 loss_class_aux_dn: 1.811398 loss_bbox_aux_dn: 0.684447 loss_giou_aux_dn: 2.218910 loss: 14.848553 eta: 36 days, 23:53:05 batch_cost: 0.8273 data_cost: 0.0011 ips: 9.6706 images/s [07/22 17:27:05] ppdet.engine INFO: Epoch: [5] [ 800/54024] learning_rate: 0.000100 loss_class: 0.700525 loss_bbox: 0.122010 loss_giou: 0.580206 loss_class_aux: 4.329852 loss_bbox_aux: 0.796585 loss_giou_aux: 3.611768 loss_class_dn: 0.370335 loss_bbox_dn: 0.114853 loss_giou_dn: 0.441589 loss_class_aux_dn: 1.976709 loss_bbox_aux_dn: 0.670206 loss_giou_aux_dn: 2.474687 loss: 16.283878 eta: 36 days, 23:49:22 batch_cost: 0.8427 data_cost: 0.0037 ips: 9.4933 images/s [07/22 17:28:45] ppdet.engine INFO: Epoch: [5] [ 900/54024] learning_rate: 0.000100 loss_class: 0.743671 loss_bbox: 0.122647 loss_giou: 0.606385 loss_class_aux: 4.530191 loss_bbox_aux: 0.796448 loss_giou_aux: 3.785097 loss_class_dn: 0.367763 loss_bbox_dn: 0.109293 loss_giou_dn: 0.479519 loss_class_aux_dn: 1.977237 loss_bbox_aux_dn: 0.669328 loss_giou_aux_dn: 2.694233 loss: 17.007197 eta: 36 days, 23:51:51 batch_cost: 0.9545 data_cost: 0.0223 ips: 8.3813 images/s [07/22 17:30:12] ppdet.engine INFO: Epoch: [5] [ 1000/54024] learning_rate: 0.000100 loss_class: 0.702623 loss_bbox: 0.117346 loss_giou: 0.483004 loss_class_aux: 4.397304 loss_bbox_aux: 0.770556 loss_giou_aux: 2.991401 loss_class_dn: 0.356719 loss_bbox_dn: 0.120725 loss_giou_dn: 0.388573 loss_class_aux_dn: 1.895335 loss_bbox_aux_dn: 0.747105 loss_giou_aux_dn: 2.201270 loss: 15.522650 eta: 36 days, 23:46:58 batch_cost: 0.8216 data_cost: 0.0011 ips: 9.7372 images/s [07/22 17:31:47] ppdet.engine INFO: Epoch: [5] [ 1100/54024] learning_rate: 0.000100 loss_class: 0.724369 loss_bbox: 0.118492 loss_giou: 0.555309 loss_class_aux: 4.435479 loss_bbox_aux: 0.791393 loss_giou_aux: 3.440594 loss_class_dn: 0.357884 loss_bbox_dn: 0.114999 loss_giou_dn: 0.413122 loss_class_aux_dn: 1.936796 loss_bbox_aux_dn: 0.714780 loss_giou_aux_dn: 2.342673 loss: 16.056877 eta: 36 days, 23:46:09 batch_cost: 0.8953 data_cost: 0.0011 ips: 8.9357 images/s [07/22 17:33:30] ppdet.engine INFO: Epoch: [5] [ 1200/54024] learning_rate: 0.000100 loss_class: 0.709214 loss_bbox: 0.116570 loss_giou: 0.545234 loss_class_aux: 4.328198 loss_bbox_aux: 0.762273 loss_giou_aux: 3.434689 loss_class_dn: 0.353342 loss_bbox_dn: 0.115640 loss_giou_dn: 0.404402 loss_class_aux_dn: 1.922501 loss_bbox_aux_dn: 0.712399 loss_giou_aux_dn: 2.270184 loss: 15.490822 eta: 36 days, 23:50:28 batch_cost: 0.9881 data_cost: 0.0189 ips: 8.0963 images/s [07/22 17:35:06] ppdet.engine INFO: Epoch: [5] [ 1300/54024] learning_rate: 0.000100 loss_class: 0.665542 loss_bbox: 0.125736 loss_giou: 0.487187 loss_class_aux: 4.196391 loss_bbox_aux: 0.813957 loss_giou_aux: 3.145152 loss_class_dn: 0.345149 loss_bbox_dn: 0.120718 loss_giou_dn: 0.397466 loss_class_aux_dn: 1.880511 loss_bbox_aux_dn: 0.733536 loss_giou_aux_dn: 2.243277 loss: 15.516610 eta: 36 days, 23:50:07 batch_cost: 0.9036 data_cost: 0.0149 ips: 8.8539 images/s [07/22 17:36:35] ppdet.engine INFO: Epoch: [5] [ 1400/54024] learning_rate: 0.000100 loss_class: 0.685831 loss_bbox: 0.115792 loss_giou: 0.522983 loss_class_aux: 4.291467 loss_bbox_aux: 0.751058 loss_giou_aux: 3.239462 loss_class_dn: 0.344259 loss_bbox_dn: 0.118284 loss_giou_dn: 0.411153 loss_class_aux_dn: 1.827298 loss_bbox_aux_dn: 0.713457 loss_giou_aux_dn: 2.289746 loss: 15.365304 eta: 36 days, 23:46:40 batch_cost: 0.8473 data_cost: 0.0048 ips: 9.4415 images/s [07/22 17:38:10] ppdet.engine INFO: Epoch: [5] [ 1500/54024] learning_rate: 0.000100 loss_class: 0.715572 loss_bbox: 0.115982 loss_giou: 0.505238 loss_class_aux: 4.517734 loss_bbox_aux: 0.767007 loss_giou_aux: 3.179071 loss_class_dn: 0.359073 loss_bbox_dn: 0.113574 loss_giou_dn: 0.405166 loss_class_aux_dn: 1.941115 loss_bbox_aux_dn: 0.689940 loss_giou_aux_dn: 2.264574 loss: 15.666545 eta: 36 days, 23:46:21 batch_cost: 0.9046 data_cost: 0.0011 ips: 8.8441 images/s [07/22 17:39:51] ppdet.engine INFO: Epoch: [5] [ 1600/54024] learning_rate: 0.000100 loss_class: 0.708971 loss_bbox: 0.113423 loss_giou: 0.518899 loss_class_aux: 4.328197 loss_bbox_aux: 0.758409 loss_giou_aux: 3.273174 loss_class_dn: 0.349519 loss_bbox_dn: 0.111574 loss_giou_dn: 0.407030 loss_class_aux_dn: 1.886922 loss_bbox_aux_dn: 0.694071 loss_giou_aux_dn: 2.305011 loss: 15.971462 eta: 36 days, 23:49:10 batch_cost: 0.9613 data_cost: 0.0096 ips: 8.3220 images/s [07/22 17:41:22] ppdet.engine INFO: Epoch: [5] [ 1700/54024] learning_rate: 0.000100 loss_class: 0.730619 loss_bbox: 0.129824 loss_giou: 0.517506 loss_class_aux: 4.511297 loss_bbox_aux: 0.834613 loss_giou_aux: 3.216730 loss_class_dn: 0.364034 loss_bbox_dn: 0.124232 loss_giou_dn: 0.414702 loss_class_aux_dn: 1.946449 loss_bbox_aux_dn: 0.746958 loss_giou_aux_dn: 2.340450 loss: 16.345284 eta: 36 days, 23:46:14 batch_cost: 0.8567 data_cost: 0.0014 ips: 9.3384 images/s [07/22 17:42:56] ppdet.engine INFO: Epoch: [5] [ 1800/54024] learning_rate: 0.000100 loss_class: 0.691600 loss_bbox: 0.111307 loss_giou: 0.477203 loss_class_aux: 4.262988 loss_bbox_aux: 0.715333 loss_giou_aux: 2.991147 loss_class_dn: 0.343939 loss_bbox_dn: 0.106798 loss_giou_dn: 0.373352 loss_class_aux_dn: 1.886904 loss_bbox_aux_dn: 0.670120 loss_giou_aux_dn: 2.141493 loss: 14.747727 eta: 36 days, 23:45:28 batch_cost: 0.8963 data_cost: 0.0010 ips: 8.9255 images/s [07/22 17:44:40] ppdet.engine INFO: Epoch: [5] [ 1900/54024] learning_rate: 0.000100 loss_class: 0.681500 loss_bbox: 0.115356 loss_giou: 0.510466 loss_class_aux: 4.198965 loss_bbox_aux: 0.739863 loss_giou_aux: 3.163450 loss_class_dn: 0.350683 loss_bbox_dn: 0.112975 loss_giou_dn: 0.392155 loss_class_aux_dn: 1.901806 loss_bbox_aux_dn: 0.710197 loss_giou_aux_dn: 2.227803 loss: 15.821333 eta: 36 days, 23:50:29 batch_cost: 1.0017 data_cost: 0.0188 ips: 7.9864 images/s [07/22 17:46:10] ppdet.engine INFO: Epoch: [5] [ 2000/54024] learning_rate: 0.000100 loss_class: 0.707788 loss_bbox: 0.129892 loss_giou: 0.501124 loss_class_aux: 4.424902 loss_bbox_aux: 0.842138 loss_giou_aux: 3.120027 loss_class_dn: 0.356330 loss_bbox_dn: 0.127374 loss_giou_dn: 0.417695 loss_class_aux_dn: 1.923638 loss_bbox_aux_dn: 0.776353 loss_giou_aux_dn: 2.366345 loss: 15.744281 eta: 36 days, 23:47:20 batch_cost: 0.8528 data_cost: 0.0011 ips: 9.3807 images/s [07/22 17:47:55] ppdet.engine INFO: Epoch: [5] [ 2100/54024] learning_rate: 0.000100 loss_class: 0.746548 loss_bbox: 0.125781 loss_giou: 0.547053 loss_class_aux: 4.607850 loss_bbox_aux: 0.808536 loss_giou_aux: 3.392335 loss_class_dn: 0.371650 loss_bbox_dn: 0.122398 loss_giou_dn: 0.425641 loss_class_aux_dn: 2.012166 loss_bbox_aux_dn: 0.730926 loss_giou_aux_dn: 2.411300 loss: 16.668565 eta: 36 days, 23:51:54 batch_cost: 0.9937 data_cost: 0.0311 ips: 8.0504 images/s [07/22 17:49:32] ppdet.engine INFO: Epoch: [5] [ 2200/54024] learning_rate: 0.000100 loss_class: 0.700411 loss_bbox: 0.121041 loss_giou: 0.496326 loss_class_aux: 4.367933 loss_bbox_aux: 0.784572 loss_giou_aux: 3.117532 loss_class_dn: 0.342344 loss_bbox_dn: 0.118423 loss_giou_dn: 0.395612 loss_class_aux_dn: 1.863231 loss_bbox_aux_dn: 0.735506 loss_giou_aux_dn: 2.208039 loss: 15.357025 eta: 36 days, 23:52:24 batch_cost: 0.9197 data_cost: 0.0155 ips: 8.6986 images/s [07/22 17:51:13] ppdet.engine INFO: Epoch: [5] [ 2300/54024] learning_rate: 0.000100 loss_class: 0.705252 loss_bbox: 0.125189 loss_giou: 0.542263 loss_class_aux: 4.414367 loss_bbox_aux: 0.805778 loss_giou_aux: 3.382609 loss_class_dn: 0.352857 loss_bbox_dn: 0.118852 loss_giou_dn: 0.406249 loss_class_aux_dn: 1.923453 loss_bbox_aux_dn: 0.735786 loss_giou_aux_dn: 2.278314 loss: 16.135578 eta: 36 days, 23:54:35 batch_cost: 0.9506 data_cost: 0.0011 ips: 8.4160 images/s [07/22 17:52:44] ppdet.engine INFO: Epoch: [5] [ 2400/54024] learning_rate: 0.000100 loss_class: 0.700540 loss_bbox: 0.118079 loss_giou: 0.505483 loss_class_aux: 4.375883 loss_bbox_aux: 0.792150 loss_giou_aux: 3.178657 loss_class_dn: 0.349801 loss_bbox_dn: 0.114676 loss_giou_dn: 0.410847 loss_class_aux_dn: 1.884045 loss_bbox_aux_dn: 0.712341 loss_giou_aux_dn: 2.319658 loss: 15.554954 eta: 36 days, 23:52:12 batch_cost: 0.8671 data_cost: 0.0015 ips: 9.2261 images/s [07/22 17:54:10] ppdet.engine INFO: Epoch: [5] [ 2500/54024] learning_rate: 0.000100 loss_class: 0.705288 loss_bbox: 0.118573 loss_giou: 0.528605 loss_class_aux: 4.381603 loss_bbox_aux: 0.792306 loss_giou_aux: 3.349310 loss_class_dn: 0.370301 loss_bbox_dn: 0.116957 loss_giou_dn: 0.422587 loss_class_aux_dn: 1.975782 loss_bbox_aux_dn: 0.695296 loss_giou_aux_dn: 2.398551 loss: 15.900004 eta: 36 days, 23:47:10 batch_cost: 0.8181 data_cost: 0.0132 ips: 9.7787 images/s [07/22 17:55:42] ppdet.engine INFO: Epoch: [5] [ 2600/54024] learning_rate: 0.000100 loss_class: 0.727810 loss_bbox: 0.118920 loss_giou: 0.504632 loss_class_aux: 4.455734 loss_bbox_aux: 0.800469 loss_giou_aux: 3.217556 loss_class_dn: 0.367921 loss_bbox_dn: 0.127747 loss_giou_dn: 0.412121 loss_class_aux_dn: 1.954400 loss_bbox_aux_dn: 0.758095 loss_giou_aux_dn: 2.316339 loss: 15.710495 eta: 36 days, 23:44:55 batch_cost: 0.8694 data_cost: 0.0011 ips: 9.2018 images/s [07/22 17:57:09] ppdet.engine INFO: Epoch: [5] [ 2700/54024] learning_rate: 0.000100 loss_class: 0.729885 loss_bbox: 0.124554 loss_giou: 0.562154 loss_class_aux: 4.536827 loss_bbox_aux: 0.841520 loss_giou_aux: 3.584769 loss_class_dn: 0.382560 loss_bbox_dn: 0.123388 loss_giou_dn: 0.436129 loss_class_aux_dn: 2.074036 loss_bbox_aux_dn: 0.750364 loss_giou_aux_dn: 2.461309 loss: 16.958990 eta: 36 days, 23:40:16 batch_cost: 0.8251 data_cost: 0.0010 ips: 9.6953 images/s [07/22 17:59:02] ppdet.engine INFO: Epoch: [5] [ 2800/54024] learning_rate: 0.000100 loss_class: 0.675501 loss_bbox: 0.123419 loss_giou: 0.501203 loss_class_aux: 4.173110 loss_bbox_aux: 0.809922 loss_giou_aux: 3.162636 loss_class_dn: 0.340250 loss_bbox_dn: 0.120599 loss_giou_dn: 0.384814 loss_class_aux_dn: 1.832230 loss_bbox_aux_dn: 0.723424 loss_giou_aux_dn: 2.170680 loss: 14.946332 eta: 36 days, 23:49:32 batch_cost: 1.0812 data_cost: 0.1499 ips: 7.3995 images/s [07/22 18:00:36] ppdet.engine INFO: Epoch: [5] [ 2900/54024] learning_rate: 0.000100 loss_class: 0.721636 loss_bbox: 0.115056 loss_giou: 0.525269 loss_class_aux: 4.459890 loss_bbox_aux: 0.756138 loss_giou_aux: 3.236585 loss_class_dn: 0.372812 loss_bbox_dn: 0.115779 loss_giou_dn: 0.410524 loss_class_aux_dn: 2.001959 loss_bbox_aux_dn: 0.686331 loss_giou_aux_dn: 2.383693 loss: 15.888425 eta: 36 days, 23:47:54 batch_cost: 0.8806 data_cost: 0.0010 ips: 9.0850 images/s [07/22 18:02:09] ppdet.engine INFO: Epoch: [5] [ 3000/54024] learning_rate: 0.000100 loss_class: 0.715105 loss_bbox: 0.120372 loss_giou: 0.491058 loss_class_aux: 4.399827 loss_bbox_aux: 0.782134 loss_giou_aux: 3.109645 loss_class_dn: 0.356352 loss_bbox_dn: 0.116350 loss_giou_dn: 0.404781 loss_class_aux_dn: 1.922273 loss_bbox_aux_dn: 0.705969 loss_giou_aux_dn: 2.277327 loss: 15.692093 eta: 36 days, 23:46:29 batch_cost: 0.8848 data_cost: 0.0011 ips: 9.0412 images/s [07/22 18:03:39] ppdet.engine INFO: Epoch: [5] [ 3100/54024] learning_rate: 0.000100 loss_class: 0.706066 loss_bbox: 0.123220 loss_giou: 0.564111 loss_class_aux: 4.407335 loss_bbox_aux: 0.803111 loss_giou_aux: 3.545543 loss_class_dn: 0.361257 loss_bbox_dn: 0.114781 loss_giou_dn: 0.432552 loss_class_aux_dn: 1.962986 loss_bbox_aux_dn: 0.710596 loss_giou_aux_dn: 2.399629 loss: 16.001014 eta: 36 days, 23:43:34 batch_cost: 0.8570 data_cost: 0.0012 ips: 9.3349 images/s [07/22 18:05:16] ppdet.engine INFO: Epoch: [5] [ 3200/54024] learning_rate: 0.000100 loss_class: 0.706466 loss_bbox: 0.121352 loss_giou: 0.575562 loss_class_aux: 4.461683 loss_bbox_aux: 0.774673 loss_giou_aux: 3.534429 loss_class_dn: 0.370691 loss_bbox_dn: 0.111596 loss_giou_dn: 0.456838 loss_class_aux_dn: 1.990990 loss_bbox_aux_dn: 0.684319 loss_giou_aux_dn: 2.537178 loss: 16.450501 eta: 36 days, 23:43:52 batch_cost: 0.9164 data_cost: 0.0306 ips: 8.7294 images/s [07/22 18:06:54] ppdet.engine INFO: Epoch: [5] [ 3300/54024] learning_rate: 0.000100 loss_class: 0.705863 loss_bbox: 0.118914 loss_giou: 0.513590 loss_class_aux: 4.394045 loss_bbox_aux: 0.779206 loss_giou_aux: 3.206677 loss_class_dn: 0.346579 loss_bbox_dn: 0.124036 loss_giou_dn: 0.428486 loss_class_aux_dn: 1.860760 loss_bbox_aux_dn: 0.753985 loss_giou_aux_dn: 2.394471 loss: 15.697266 eta: 36 days, 23:44:52 batch_cost: 0.9294 data_cost: 0.0010 ips: 8.6079 images/s [07/22 18:08:27] ppdet.engine INFO: Epoch: [5] [ 3400/54024] learning_rate: 0.000100 loss_class: 0.673315 loss_bbox: 0.115824 loss_giou: 0.525841 loss_class_aux: 4.202652 loss_bbox_aux: 0.753408 loss_giou_aux: 3.269971 loss_class_dn: 0.339769 loss_bbox_dn: 0.113080 loss_giou_dn: 0.404054 loss_class_aux_dn: 1.823604 loss_bbox_aux_dn: 0.676799 loss_giou_aux_dn: 2.268986 loss: 15.261297 eta: 36 days, 23:43:14 batch_cost: 0.8808 data_cost: 0.0010 ips: 9.0825 images/s [07/22 18:09:54] ppdet.engine INFO: Epoch: [5] [ 3500/54024] learning_rate: 0.000100 loss_class: 0.724658 loss_bbox: 0.119229 loss_giou: 0.528295 loss_class_aux: 4.562665 loss_bbox_aux: 0.771987 loss_giou_aux: 3.293973 loss_class_dn: 0.374002 loss_bbox_dn: 0.110207 loss_giou_dn: 0.434359 loss_class_aux_dn: 2.037825 loss_bbox_aux_dn: 0.696964 loss_giou_aux_dn: 2.447697 loss: 15.975365 eta: 36 days, 23:38:41 batch_cost: 0.8269 data_cost: 0.0010 ips: 9.6743 images/s [07/22 18:11:22] ppdet.engine INFO: Epoch: [5] [ 3600/54024] learning_rate: 0.000100 loss_class: 0.720288 loss_bbox: 0.118300 loss_giou: 0.502433 loss_class_aux: 4.446050 loss_bbox_aux: 0.768391 loss_giou_aux: 3.181051 loss_class_dn: 0.357977 loss_bbox_dn: 0.117389 loss_giou_dn: 0.409772 loss_class_aux_dn: 1.934408 loss_bbox_aux_dn: 0.705378 loss_giou_aux_dn: 2.285787 loss: 15.769604 eta: 36 days, 23:34:24 batch_cost: 0.8315 data_cost: 0.0011 ips: 9.6210 images/s [07/22 18:12:53] ppdet.engine INFO: Epoch: [5] [ 3700/54024] learning_rate: 0.000100 loss_class: 0.671408 loss_bbox: 0.111111 loss_giou: 0.512668 loss_class_aux: 4.164444 loss_bbox_aux: 0.724495 loss_giou_aux: 3.211283 loss_class_dn: 0.345352 loss_bbox_dn: 0.109216 loss_giou_dn: 0.410719 loss_class_aux_dn: 1.838608 loss_bbox_aux_dn: 0.663797 loss_giou_aux_dn: 2.290728 loss: 15.395374 eta: 36 days, 23:31:48 batch_cost: 0.8626 data_cost: 0.0289 ips: 9.2741 images/s [07/22 18:14:25] ppdet.engine INFO: Epoch: [5] [ 3800/54024] learning_rate: 0.000100 loss_class: 0.734575 loss_bbox: 0.124928 loss_giou: 0.566499 loss_class_aux: 4.563236 loss_bbox_aux: 0.821641 loss_giou_aux: 3.503660 loss_class_dn: 0.377301 loss_bbox_dn: 0.122419 loss_giou_dn: 0.434798 loss_class_aux_dn: 2.023419 loss_bbox_aux_dn: 0.749462 loss_giou_aux_dn: 2.441864 loss: 16.870722 eta: 36 days, 23:29:15 batch_cost: 0.8638 data_cost: 0.0012 ips: 9.2615 images/s [07/22 18:15:53] ppdet.engine INFO: Epoch: [5] [ 3900/54024] learning_rate: 0.000100 loss_class: 0.688323 loss_bbox: 0.123002 loss_giou: 0.508172 loss_class_aux: 4.357293 loss_bbox_aux: 0.805840 loss_giou_aux: 3.185165 loss_class_dn: 0.362667 loss_bbox_dn: 0.122605 loss_giou_dn: 0.421528 loss_class_aux_dn: 1.935298 loss_bbox_aux_dn: 0.762387 loss_giou_aux_dn: 2.413373 loss: 16.212919 eta: 36 days, 23:24:50 batch_cost: 0.8289 data_cost: 0.0011 ips: 9.6514 images/s [07/22 18:17:21] ppdet.engine INFO: Epoch: [5] [ 4000/54024] learning_rate: 0.000100 loss_class: 0.745365 loss_bbox: 0.119940 loss_giou: 0.547007 loss_class_aux: 4.599531 loss_bbox_aux: 0.806958 loss_giou_aux: 3.391224 loss_class_dn: 0.373909 loss_bbox_dn: 0.117219 loss_giou_dn: 0.423297 loss_class_aux_dn: 2.026368 loss_bbox_aux_dn: 0.705508 loss_giou_aux_dn: 2.366268 loss: 16.435193 eta: 36 days, 23:20:26 batch_cost: 0.8292 data_cost: 0.0050 ips: 9.6480 images/s [07/22 18:19:00] ppdet.engine INFO: Epoch: [5] [ 4100/54024] learning_rate: 0.000100 loss_class: 0.675679 loss_bbox: 0.117103 loss_giou: 0.482917 loss_class_aux: 4.300637 loss_bbox_aux: 0.750618 loss_giou_aux: 3.000387 loss_class_dn: 0.351370 loss_bbox_dn: 0.116949 loss_giou_dn: 0.390733 loss_class_aux_dn: 1.887314 loss_bbox_aux_dn: 0.705453 loss_giou_aux_dn: 2.222319 loss: 15.383512 eta: 36 days, 23:22:05 batch_cost: 0.9416 data_cost: 0.0014 ips: 8.4960 images/s [07/22 18:20:32] ppdet.engine INFO: Epoch: [5] [ 4200/54024] learning_rate: 0.000100 loss_class: 0.699989 loss_bbox: 0.125051 loss_giou: 0.492370 loss_class_aux: 4.376197 loss_bbox_aux: 0.823064 loss_giou_aux: 3.099826 loss_class_dn: 0.346701 loss_bbox_dn: 0.125285 loss_giou_dn: 0.392658 loss_class_aux_dn: 1.878357 loss_bbox_aux_dn: 0.766103 loss_giou_aux_dn: 2.209654 loss: 15.425075 eta: 36 days, 23:20:17 batch_cost: 0.8772 data_cost: 0.0700 ips: 9.1197 images/s [07/22 18:21:59] ppdet.engine INFO: Epoch: [5] [ 4300/54024] learning_rate: 0.000100 loss_class: 0.725174 loss_bbox: 0.117848 loss_giou: 0.518250 loss_class_aux: 4.560771 loss_bbox_aux: 0.765306 loss_giou_aux: 3.284367 loss_class_dn: 0.367090 loss_bbox_dn: 0.116914 loss_giou_dn: 0.419908 loss_class_aux_dn: 1.981397 loss_bbox_aux_dn: 0.716006 loss_giou_aux_dn: 2.386832 loss: 16.504032 eta: 36 days, 23:15:45 batch_cost: 0.8266 data_cost: 0.0010 ips: 9.6783 images/s [07/22 18:23:33] ppdet.engine INFO: Epoch: [5] [ 4400/54024] learning_rate: 0.000100 loss_class: 0.691253 loss_bbox: 0.111176 loss_giou: 0.551753 loss_class_aux: 4.358883 loss_bbox_aux: 0.729990 loss_giou_aux: 3.460950 loss_class_dn: 0.365559 loss_bbox_dn: 0.107539 loss_giou_dn: 0.442985 loss_class_aux_dn: 1.948401 loss_bbox_aux_dn: 0.656575 loss_giou_aux_dn: 2.497158 loss: 16.024096 eta: 36 days, 23:14:22 batch_cost: 0.8853 data_cost: 0.0021 ips: 9.0362 images/s [07/22 18:24:58] ppdet.engine INFO: Epoch: [5] [ 4500/54024] learning_rate: 0.000100 loss_class: 0.693312 loss_bbox: 0.122488 loss_giou: 0.509139 loss_class_aux: 4.299358 loss_bbox_aux: 0.786005 loss_giou_aux: 3.227277 loss_class_dn: 0.345234 loss_bbox_dn: 0.117029 loss_giou_dn: 0.408554 loss_class_aux_dn: 1.878127 loss_bbox_aux_dn: 0.707033 loss_giou_aux_dn: 2.282184 loss: 15.405855 eta: 36 days, 23:08:55 batch_cost: 0.8092 data_cost: 0.0011 ips: 9.8861 images/s [07/22 18:26:42] ppdet.engine INFO: Epoch: [5] [ 4600/54024] learning_rate: 0.000100 loss_class: 0.705165 loss_bbox: 0.114775 loss_giou: 0.492831 loss_class_aux: 4.413342 loss_bbox_aux: 0.751591 loss_giou_aux: 3.109223 loss_class_dn: 0.365901 loss_bbox_dn: 0.114266 loss_giou_dn: 0.411124 loss_class_aux_dn: 1.969774 loss_bbox_aux_dn: 0.700778 loss_giou_aux_dn: 2.342784 loss: 16.310480 eta: 36 days, 23:12:40 batch_cost: 0.9810 data_cost: 0.0499 ips: 8.1546 images/s [07/22 18:28:09] ppdet.engine INFO: Epoch: [5] [ 4700/54024] learning_rate: 0.000100 loss_class: 0.698672 loss_bbox: 0.117779 loss_giou: 0.571254 loss_class_aux: 4.336235 loss_bbox_aux: 0.770342 loss_giou_aux: 3.537937 loss_class_dn: 0.340308 loss_bbox_dn: 0.110043 loss_giou_dn: 0.424230 loss_class_aux_dn: 1.827727 loss_bbox_aux_dn: 0.666502 loss_giou_aux_dn: 2.283975 loss: 15.223916 eta: 36 days, 23:07:56 batch_cost: 0.8224 data_cost: 0.0011 ips: 9.7277 images/s [07/22 18:29:43] ppdet.engine INFO: Epoch: [5] [ 4800/54024] learning_rate: 0.000100 loss_class: 0.743446 loss_bbox: 0.128750 loss_giou: 0.552908 loss_class_aux: 4.597973 loss_bbox_aux: 0.846739 loss_giou_aux: 3.437261 loss_class_dn: 0.366915 loss_bbox_dn: 0.125263 loss_giou_dn: 0.436787 loss_class_aux_dn: 1.978379 loss_bbox_aux_dn: 0.747957 loss_giou_aux_dn: 2.438064 loss: 16.364067 eta: 36 days, 23:06:37 batch_cost: 0.8864 data_cost: 0.0011 ips: 9.0253 images/s [07/22 18:31:23] ppdet.engine INFO: Epoch: [5] [ 4900/54024] learning_rate: 0.000100 loss_class: 0.718480 loss_bbox: 0.123288 loss_giou: 0.489869 loss_class_aux: 4.500775 loss_bbox_aux: 0.791250 loss_giou_aux: 3.144136 loss_class_dn: 0.356012 loss_bbox_dn: 0.112646 loss_giou_dn: 0.398353 loss_class_aux_dn: 1.939965 loss_bbox_aux_dn: 0.696664 loss_giou_aux_dn: 2.302892 loss: 16.208506 eta: 36 days, 23:09:01 batch_cost: 0.9561 data_cost: 0.0012 ips: 8.3677 images/s [07/22 18:32:59] ppdet.engine INFO: Epoch: [5] [ 5000/54024] learning_rate: 0.000100 loss_class: 0.714854 loss_bbox: 0.124659 loss_giou: 0.521840 loss_class_aux: 4.497030 loss_bbox_aux: 0.808007 loss_giou_aux: 3.209194 loss_class_dn: 0.355607 loss_bbox_dn: 0.122744 loss_giou_dn: 0.406758 loss_class_aux_dn: 1.920562 loss_bbox_aux_dn: 0.741294 loss_giou_aux_dn: 2.272102 loss: 16.078854 eta: 36 days, 23:08:48 batch_cost: 0.9070 data_cost: 0.0105 ips: 8.8200 images/s [07/22 18:34:42] ppdet.engine INFO: Epoch: [5] [ 5100/54024] learning_rate: 0.000100 loss_class: 0.729459 loss_bbox: 0.112810 loss_giou: 0.522167 loss_class_aux: 4.469179 loss_bbox_aux: 0.732891 loss_giou_aux: 3.297869 loss_class_dn: 0.357175 loss_bbox_dn: 0.120811 loss_giou_dn: 0.405158 loss_class_aux_dn: 1.906371 loss_bbox_aux_dn: 0.738477 loss_giou_aux_dn: 2.340053 loss: 16.261707 eta: 36 days, 23:12:21 batch_cost: 0.9781 data_cost: 0.0013 ips: 8.1792 images/s [07/22 18:36:18] ppdet.engine INFO: Epoch: [5] [ 5200/54024] learning_rate: 0.000100 loss_class: 0.717566 loss_bbox: 0.113216 loss_giou: 0.518589 loss_class_aux: 4.480693 loss_bbox_aux: 0.763352 loss_giou_aux: 3.286268 loss_class_dn: 0.350612 loss_bbox_dn: 0.116341 loss_giou_dn: 0.400329 loss_class_aux_dn: 1.910215 loss_bbox_aux_dn: 0.700943 loss_giou_aux_dn: 2.265459 loss: 15.448837 eta: 36 days, 23:12:05 batch_cost: 0.9062 data_cost: 0.0121 ips: 8.8283 images/s [07/22 18:37:50] ppdet.engine INFO: Epoch: [5] [ 5300/54024] learning_rate: 0.000100 loss_class: 0.727452 loss_bbox: 0.127929 loss_giou: 0.542395 loss_class_aux: 4.458665 loss_bbox_aux: 0.809229 loss_giou_aux: 3.355515 loss_class_dn: 0.365400 loss_bbox_dn: 0.131247 loss_giou_dn: 0.429509 loss_class_aux_dn: 1.952301 loss_bbox_aux_dn: 0.798024 loss_giou_aux_dn: 2.440349 loss: 16.325961 eta: 36 days, 23:09:48 batch_cost: 0.8684 data_cost: 0.0342 ips: 9.2121 images/s [07/22 18:39:26] ppdet.engine INFO: Epoch: [5] [ 5400/54024] learning_rate: 0.000100 loss_class: 0.723748 loss_bbox: 0.123182 loss_giou: 0.564243 loss_class_aux: 4.554923 loss_bbox_aux: 0.816255 loss_giou_aux: 3.575264 loss_class_dn: 0.383455 loss_bbox_dn: 0.107181 loss_giou_dn: 0.436590 loss_class_aux_dn: 2.102829 loss_bbox_aux_dn: 0.659005 loss_giou_aux_dn: 2.467348 loss: 17.226182 eta: 36 days, 23:09:35 batch_cost: 0.9073 data_cost: 0.0244 ips: 8.8172 images/s [07/22 18:40:53] ppdet.engine INFO: Epoch: [5] [ 5500/54024] learning_rate: 0.000100 loss_class: 0.698703 loss_bbox: 0.118121 loss_giou: 0.518121 loss_class_aux: 4.370273 loss_bbox_aux: 0.782167 loss_giou_aux: 3.210881 loss_class_dn: 0.348959 loss_bbox_dn: 0.115958 loss_giou_dn: 0.403032 loss_class_aux_dn: 1.891693 loss_bbox_aux_dn: 0.681398 loss_giou_aux_dn: 2.287019 loss: 15.573052 eta: 36 days, 23:04:33 batch_cost: 0.8168 data_cost: 0.0016 ips: 9.7947 images/s [07/22 18:42:21] ppdet.engine INFO: Epoch: [5] [ 5600/54024] learning_rate: 0.000100 loss_class: 0.676913 loss_bbox: 0.110590 loss_giou: 0.492442 loss_class_aux: 4.157284 loss_bbox_aux: 0.735924 loss_giou_aux: 3.070933 loss_class_dn: 0.332289 loss_bbox_dn: 0.114202 loss_giou_dn: 0.381680 loss_class_aux_dn: 1.801477 loss_bbox_aux_dn: 0.661665 loss_giou_aux_dn: 2.158126 loss: 15.078551 eta: 36 days, 23:00:14 batch_cost: 0.8299 data_cost: 0.0012 ips: 9.6393 images/s [07/22 18:44:04] ppdet.engine INFO: Epoch: [5] [ 5700/54024] learning_rate: 0.000100 loss_class: 0.745844 loss_bbox: 0.116219 loss_giou: 0.550720 loss_class_aux: 4.697533 loss_bbox_aux: 0.761666 loss_giou_aux: 3.422884 loss_class_dn: 0.379021 loss_bbox_dn: 0.117837 loss_giou_dn: 0.425071 loss_class_aux_dn: 2.039733 loss_bbox_aux_dn: 0.708732 loss_giou_aux_dn: 2.415209 loss: 16.487669 eta: 36 days, 23:03:45 batch_cost: 0.9778 data_cost: 0.0189 ips: 8.1820 images/s [07/22 18:45:34] ppdet.engine INFO: Epoch: [5] [ 5800/54024] learning_rate: 0.000100 loss_class: 0.678066 loss_bbox: 0.113956 loss_giou: 0.458781 loss_class_aux: 4.319247 loss_bbox_aux: 0.772185 loss_giou_aux: 2.904197 loss_class_dn: 0.345883 loss_bbox_dn: 0.118202 loss_giou_dn: 0.379912 loss_class_aux_dn: 1.879035 loss_bbox_aux_dn: 0.729507 loss_giou_aux_dn: 2.158841 loss: 15.237552 eta: 36 days, 23:00:27 batch_cost: 0.8491 data_cost: 0.0011 ips: 9.4218 images/s [07/22 18:47:24] ppdet.engine INFO: Epoch: [5] [ 5900/54024] learning_rate: 0.000100 loss_class: 0.712031 loss_bbox: 0.123275 loss_giou: 0.529866 loss_class_aux: 4.404034 loss_bbox_aux: 0.805964 loss_giou_aux: 3.309874 loss_class_dn: 0.345916 loss_bbox_dn: 0.116041 loss_giou_dn: 0.406062 loss_class_aux_dn: 1.861589 loss_bbox_aux_dn: 0.734385 loss_giou_aux_dn: 2.276058 loss: 15.653575 eta: 36 days, 23:08:04 batch_cost: 1.0556 data_cost: 0.0011 ips: 7.5783 images/s [07/22 18:48:58] ppdet.engine INFO: Epoch: [5] [ 6000/54024] learning_rate: 0.000100 loss_class: 0.697739 loss_bbox: 0.121118 loss_giou: 0.512945 loss_class_aux: 4.378237 loss_bbox_aux: 0.807547 loss_giou_aux: 3.246566 loss_class_dn: 0.348501 loss_bbox_dn: 0.115496 loss_giou_dn: 0.404160 loss_class_aux_dn: 1.897487 loss_bbox_aux_dn: 0.710539 loss_giou_aux_dn: 2.284049 loss: 15.993600 eta: 36 days, 23:06:59 batch_cost: 0.8909 data_cost: 0.0047 ips: 8.9801 images/s [07/22 18:50:25] ppdet.engine INFO: Epoch: [5] [ 6100/54024] learning_rate: 0.000100 loss_class: 0.721847 loss_bbox: 0.116113 loss_giou: 0.518944 loss_class_aux: 4.523371 loss_bbox_aux: 0.755697 loss_giou_aux: 3.224338 loss_class_dn: 0.376947 loss_bbox_dn: 0.111477 loss_giou_dn: 0.427000 loss_class_aux_dn: 2.045271 loss_bbox_aux_dn: 0.667502 loss_giou_aux_dn: 2.410634 loss: 16.185396 eta: 36 days, 23:02:20 batch_cost: 0.8237 data_cost: 0.0011 ips: 9.7124 images/s [07/22 18:51:58] ppdet.engine INFO: Epoch: [5] [ 6200/54024] learning_rate: 0.000100 loss_class: 0.726825 loss_bbox: 0.113610 loss_giou: 0.533987 loss_class_aux: 4.507379 loss_bbox_aux: 0.757960 loss_giou_aux: 3.354060 loss_class_dn: 0.355606 loss_bbox_dn: 0.119820 loss_giou_dn: 0.420991 loss_class_aux_dn: 1.941552 loss_bbox_aux_dn: 0.731572 loss_giou_aux_dn: 2.350403 loss: 15.950158 eta: 36 days, 23:00:23 batch_cost: 0.8746 data_cost: 0.0010 ips: 9.1465 images/s [07/22 18:53:31] ppdet.engine INFO: Epoch: [5] [ 6300/54024] learning_rate: 0.000100 loss_class: 0.693243 loss_bbox: 0.124646 loss_giou: 0.540146 loss_class_aux: 4.407417 loss_bbox_aux: 0.804580 loss_giou_aux: 3.420967 loss_class_dn: 0.364411 loss_bbox_dn: 0.114626 loss_giou_dn: 0.416438 loss_class_aux_dn: 1.934576 loss_bbox_aux_dn: 0.698722 loss_giou_aux_dn: 2.361199 loss: 16.054832 eta: 36 days, 22:58:38 batch_cost: 0.8784 data_cost: 0.0011 ips: 9.1076 images/s [07/22 18:55:15] ppdet.engine INFO: Epoch: [5] [ 6400/54024] learning_rate: 0.000100 loss_class: 0.732228 loss_bbox: 0.124047 loss_giou: 0.564140 loss_class_aux: 4.589745 loss_bbox_aux: 0.803970 loss_giou_aux: 3.478720 loss_class_dn: 0.366717 loss_bbox_dn: 0.124362 loss_giou_dn: 0.447713 loss_class_aux_dn: 1.971942 loss_bbox_aux_dn: 0.742027 loss_giou_aux_dn: 2.506263 loss: 16.358075 eta: 36 days, 23:02:55 batch_cost: 0.9933 data_cost: 0.1270 ips: 8.0538 images/s [07/22 18:56:47] ppdet.engine INFO: Epoch: [5] [ 6500/54024] learning_rate: 0.000100 loss_class: 0.695555 loss_bbox: 0.109065 loss_giou: 0.509072 loss_class_aux: 4.332438 loss_bbox_aux: 0.714190 loss_giou_aux: 3.102770 loss_class_dn: 0.353901 loss_bbox_dn: 0.113967 loss_giou_dn: 0.414049 loss_class_aux_dn: 1.895685 loss_bbox_aux_dn: 0.674193 loss_giou_aux_dn: 2.326717 loss: 15.541049 eta: 36 days, 23:00:53 batch_cost: 0.8729 data_cost: 0.0011 ips: 9.1646 images/s [07/22 18:58:18] ppdet.engine INFO: Epoch: [5] [ 6600/54024] learning_rate: 0.000100 loss_class: 0.715455 loss_bbox: 0.120324 loss_giou: 0.551035 loss_class_aux: 4.491982 loss_bbox_aux: 0.783770 loss_giou_aux: 3.475209 loss_class_dn: 0.375762 loss_bbox_dn: 0.118822 loss_giou_dn: 0.440577 loss_class_aux_dn: 2.029154 loss_bbox_aux_dn: 0.711728 loss_giou_aux_dn: 2.468211 loss: 16.334918 eta: 36 days, 22:57:57 batch_cost: 0.8562 data_cost: 0.0246 ips: 9.3439 images/s [07/22 18:59:44] ppdet.engine INFO: Epoch: [5] [ 6700/54024] learning_rate: 0.000100 loss_class: 0.689684 loss_bbox: 0.119670 loss_giou: 0.577358 loss_class_aux: 4.315737 loss_bbox_aux: 0.771634 loss_giou_aux: 3.608072 loss_class_dn: 0.361628 loss_bbox_dn: 0.110867 loss_giou_dn: 0.431375 loss_class_aux_dn: 1.938821 loss_bbox_aux_dn: 0.688966 loss_giou_aux_dn: 2.491331 loss: 16.278709 eta: 36 days, 22:52:33 batch_cost: 0.8088 data_cost: 0.0011 ips: 9.8910 images/s [07/22 19:01:27] ppdet.engine INFO: Epoch: [5] [ 6800/54024] learning_rate: 0.000100 loss_class: 0.722789 loss_bbox: 0.124261 loss_giou: 0.555238 loss_class_aux: 4.533719 loss_bbox_aux: 0.818873 loss_giou_aux: 3.433137 loss_class_dn: 0.372653 loss_bbox_dn: 0.113207 loss_giou_dn: 0.442817 loss_class_aux_dn: 1.980945 loss_bbox_aux_dn: 0.696262 loss_giou_aux_dn: 2.471533 loss: 16.567973 eta: 36 days, 22:56:06 batch_cost: 0.9795 data_cost: 0.0016 ips: 8.1673 images/s [07/22 19:03:08] ppdet.engine INFO: Epoch: [5] [ 6900/54024] learning_rate: 0.000100 loss_class: 0.713566 loss_bbox: 0.114015 loss_giou: 0.520256 loss_class_aux: 4.406950 loss_bbox_aux: 0.736787 loss_giou_aux: 3.220077 loss_class_dn: 0.348180 loss_bbox_dn: 0.111314 loss_giou_dn: 0.421161 loss_class_aux_dn: 1.876502 loss_bbox_aux_dn: 0.674350 loss_giou_aux_dn: 2.329899 loss: 15.330117 eta: 36 days, 22:58:35 batch_cost: 0.9594 data_cost: 0.0011 ips: 8.3387 images/s [07/22 19:04:39] ppdet.engine INFO: Epoch: [5] [ 7000/54024] learning_rate: 0.000100 loss_class: 0.697124 loss_bbox: 0.117221 loss_giou: 0.556436 loss_class_aux: 4.369297 loss_bbox_aux: 0.747324 loss_giou_aux: 3.481339 loss_class_dn: 0.380162 loss_bbox_dn: 0.110907 loss_giou_dn: 0.447851 loss_class_aux_dn: 2.036235 loss_bbox_aux_dn: 0.669311 loss_giou_aux_dn: 2.495748 loss: 16.939712 eta: 36 days, 22:55:47 batch_cost: 0.8584 data_cost: 0.0668 ips: 9.3196 images/s [07/22 19:06:16] ppdet.engine INFO: Epoch: [5] [ 7100/54024] learning_rate: 0.000100 loss_class: 0.719974 loss_bbox: 0.113428 loss_giou: 0.559843 loss_class_aux: 4.497232 loss_bbox_aux: 0.743423 loss_giou_aux: 3.504429 loss_class_dn: 0.367883 loss_bbox_dn: 0.113778 loss_giou_dn: 0.432974 loss_class_aux_dn: 1.982419 loss_bbox_aux_dn: 0.680221 loss_giou_aux_dn: 2.406850 loss: 15.884229 eta: 36 days, 22:55:35 batch_cost: 0.9083 data_cost: 0.0181 ips: 8.8072 images/s [07/22 19:07:59] ppdet.engine INFO: Epoch: [5] [ 7200/54024] learning_rate: 0.000100 loss_class: 0.718815 loss_bbox: 0.117150 loss_giou: 0.496380 loss_class_aux: 4.469734 loss_bbox_aux: 0.762036 loss_giou_aux: 3.104739 loss_class_dn: 0.365560 loss_bbox_dn: 0.109312 loss_giou_dn: 0.388861 loss_class_aux_dn: 1.945920 loss_bbox_aux_dn: 0.651846 loss_giou_aux_dn: 2.221299 loss: 15.752034 eta: 36 days, 22:59:03 batch_cost: 0.9784 data_cost: 0.0011 ips: 8.1767 images/s [07/22 19:09:28] ppdet.engine INFO: Epoch: [5] [ 7300/54024] learning_rate: 0.000100 loss_class: 0.701240 loss_bbox: 0.122881 loss_giou: 0.524934 loss_class_aux: 4.398212 loss_bbox_aux: 0.813257 loss_giou_aux: 3.236595 loss_class_dn: 0.365649 loss_bbox_dn: 0.116159 loss_giou_dn: 0.421247 loss_class_aux_dn: 1.997970 loss_bbox_aux_dn: 0.715487 loss_giou_aux_dn: 2.341946 loss: 16.083314 eta: 36 days, 22:55:14 batch_cost: 0.8389 data_cost: 0.0011 ips: 9.5362 images/s [07/22 19:11:01] ppdet.engine INFO: Epoch: [5] [ 7400/54024] learning_rate: 0.000100 loss_class: 0.711977 loss_bbox: 0.117748 loss_giou: 0.577527 loss_class_aux: 4.428317 loss_bbox_aux: 0.786177 loss_giou_aux: 3.626102 loss_class_dn: 0.358885 loss_bbox_dn: 0.106497 loss_giou_dn: 0.453766 loss_class_aux_dn: 1.934316 loss_bbox_aux_dn: 0.667262 loss_giou_aux_dn: 2.546964 loss: 16.407484 eta: 36 days, 22:53:49 batch_cost: 0.8850 data_cost: 0.0011 ips: 9.0398 images/s [07/22 19:12:28] ppdet.engine INFO: Epoch: [5] [ 7500/54024] learning_rate: 0.000100 loss_class: 0.736982 loss_bbox: 0.119803 loss_giou: 0.519343 loss_class_aux: 4.492584 loss_bbox_aux: 0.784551 loss_giou_aux: 3.190417 loss_class_dn: 0.375860 loss_bbox_dn: 0.114475 loss_giou_dn: 0.417285 loss_class_aux_dn: 1.996452 loss_bbox_aux_dn: 0.713214 loss_giou_aux_dn: 2.345601 loss: 16.110428 eta: 36 days, 22:48:35 batch_cost: 0.8117 data_cost: 0.0073 ips: 9.8556 images/s [07/22 19:14:06] ppdet.engine INFO: Epoch: [5] [ 7600/54024] learning_rate: 0.000100 loss_class: 0.678473 loss_bbox: 0.111473 loss_giou: 0.513862 loss_class_aux: 4.208240 loss_bbox_aux: 0.741645 loss_giou_aux: 3.222840 loss_class_dn: 0.355887 loss_bbox_dn: 0.113085 loss_giou_dn: 0.414214 loss_class_aux_dn: 1.927216 loss_bbox_aux_dn: 0.690765 loss_giou_aux_dn: 2.304479 loss: 15.815349 eta: 36 days, 22:49:33 batch_cost: 0.9308 data_cost: 0.0246 ips: 8.5951 images/s [07/22 19:15:40] ppdet.engine INFO: Epoch: [5] [ 7700/54024] learning_rate: 0.000100 loss_class: 0.709592 loss_bbox: 0.117520 loss_giou: 0.509800 loss_class_aux: 4.429853 loss_bbox_aux: 0.760881 loss_giou_aux: 3.207514 loss_class_dn: 0.359608 loss_bbox_dn: 0.111228 loss_giou_dn: 0.408895 loss_class_aux_dn: 1.928977 loss_bbox_aux_dn: 0.695474 loss_giou_aux_dn: 2.341645 loss: 16.078341 eta: 36 days, 22:48:18 batch_cost: 0.8881 data_cost: 0.0018 ips: 9.0084 images/s [07/22 19:17:16] ppdet.engine INFO: Epoch: [5] [ 7800/54024] learning_rate: 0.000100 loss_class: 0.710062 loss_bbox: 0.115888 loss_giou: 0.529158 loss_class_aux: 4.483759 loss_bbox_aux: 0.764179 loss_giou_aux: 3.253345 loss_class_dn: 0.339660 loss_bbox_dn: 0.117833 loss_giou_dn: 0.415582 loss_class_aux_dn: 1.878355 loss_bbox_aux_dn: 0.723364 loss_giou_aux_dn: 2.351618 loss: 16.054626 eta: 36 days, 22:48:19 batch_cost: 0.9126 data_cost: 0.0012 ips: 8.7660 images/s [07/22 19:18:51] ppdet.engine INFO: Epoch: [5] [ 7900/54024] learning_rate: 0.000100 loss_class: 0.703912 loss_bbox: 0.124384 loss_giou: 0.529588 loss_class_aux: 4.443975 loss_bbox_aux: 0.838101 loss_giou_aux: 3.331202 loss_class_dn: 0.341661 loss_bbox_dn: 0.127233 loss_giou_dn: 0.395514 loss_class_aux_dn: 1.855356 loss_bbox_aux_dn: 0.774819 loss_giou_aux_dn: 2.229472 loss: 15.688374 eta: 36 days, 22:47:11 batch_cost: 0.8906 data_cost: 0.0145 ips: 8.9831 images/s [07/22 19:20:21] ppdet.engine INFO: Epoch: [5] [ 8000/54024] learning_rate: 0.000100 loss_class: 0.695247 loss_bbox: 0.113063 loss_giou: 0.487510 loss_class_aux: 4.264702 loss_bbox_aux: 0.735475 loss_giou_aux: 3.080817 loss_class_dn: 0.335987 loss_bbox_dn: 0.114601 loss_giou_dn: 0.384679 loss_class_aux_dn: 1.807736 loss_bbox_aux_dn: 0.698155 loss_giou_aux_dn: 2.203476 loss: 15.400336 eta: 36 days, 22:43:56 batch_cost: 0.8496 data_cost: 0.0011 ips: 9.4166 images/s [07/22 19:21:58] ppdet.engine INFO: Epoch: [5] [ 8100/54024] learning_rate: 0.000100 loss_class: 0.698691 loss_bbox: 0.115364 loss_giou: 0.544156 loss_class_aux: 4.443051 loss_bbox_aux: 0.745202 loss_giou_aux: 3.397849 loss_class_dn: 0.345982 loss_bbox_dn: 0.111644 loss_giou_dn: 0.418862 loss_class_aux_dn: 1.866390 loss_bbox_aux_dn: 0.686905 loss_giou_aux_dn: 2.363204 loss: 15.481155 eta: 36 days, 22:43:43 batch_cost: 0.9081 data_cost: 0.0013 ips: 8.8094 images/s [07/22 19:23:31] ppdet.engine INFO: Epoch: [5] [ 8200/54024] learning_rate: 0.000100 loss_class: 0.699697 loss_bbox: 0.126457 loss_giou: 0.573650 loss_class_aux: 4.398147 loss_bbox_aux: 0.805377 loss_giou_aux: 3.531723 loss_class_dn: 0.363298 loss_bbox_dn: 0.109694 loss_giou_dn: 0.437873 loss_class_aux_dn: 1.961099 loss_bbox_aux_dn: 0.673111 loss_giou_aux_dn: 2.476183 loss: 16.582464 eta: 36 days, 22:42:22 batch_cost: 0.8863 data_cost: 0.0019 ips: 9.0264 images/s [07/22 19:25:03] ppdet.engine INFO: Epoch: [5] [ 8300/54024] learning_rate: 0.000100 loss_class: 0.699996 loss_bbox: 0.116126 loss_giou: 0.464638 loss_class_aux: 4.334721 loss_bbox_aux: 0.749153 loss_giou_aux: 2.919351 loss_class_dn: 0.333003 loss_bbox_dn: 0.124706 loss_giou_dn: 0.387485 loss_class_aux_dn: 1.795264 loss_bbox_aux_dn: 0.735681 loss_giou_aux_dn: 2.154550 loss: 14.794234 eta: 36 days, 22:39:57 batch_cost: 0.8658 data_cost: 0.0011 ips: 9.2397 images/s [07/22 19:26:31] ppdet.engine INFO: Epoch: [5] [ 8400/54024] learning_rate: 0.000100 loss_class: 0.749239 loss_bbox: 0.127251 loss_giou: 0.546870 loss_class_aux: 4.715865 loss_bbox_aux: 0.815031 loss_giou_aux: 3.403798 loss_class_dn: 0.381612 loss_bbox_dn: 0.110357 loss_giou_dn: 0.441746 loss_class_aux_dn: 2.055867 loss_bbox_aux_dn: 0.680656 loss_giou_aux_dn: 2.500269 loss: 16.945091 eta: 36 days, 22:35:43 batch_cost: 0.8303 data_cost: 0.0116 ips: 9.6349 images/s [07/22 19:28:06] ppdet.engine INFO: Epoch: [5] [ 8500/54024] learning_rate: 0.000100 loss_class: 0.701868 loss_bbox: 0.114099 loss_giou: 0.546243 loss_class_aux: 4.408917 loss_bbox_aux: 0.750226 loss_giou_aux: 3.386184 loss_class_dn: 0.367943 loss_bbox_dn: 0.116166 loss_giou_dn: 0.443245 loss_class_aux_dn: 1.972479 loss_bbox_aux_dn: 0.704577 loss_giou_aux_dn: 2.491116 loss: 16.148841 eta: 36 days, 22:34:43 batch_cost: 0.8931 data_cost: 0.0011 ips: 8.9574 images/s [07/22 19:29:40] ppdet.engine INFO: Epoch: [5] [ 8600/54024] learning_rate: 0.000100 loss_class: 0.702338 loss_bbox: 0.119197 loss_giou: 0.484611 loss_class_aux: 4.378112 loss_bbox_aux: 0.765330 loss_giou_aux: 3.023839 loss_class_dn: 0.358761 loss_bbox_dn: 0.115572 loss_giou_dn: 0.392839 loss_class_aux_dn: 1.930847 loss_bbox_aux_dn: 0.741316 loss_giou_aux_dn: 2.221581 loss: 15.603696 eta: 36 days, 22:33:37 batch_cost: 0.8909 data_cost: 0.0011 ips: 8.9796 images/s [07/22 19:31:12] ppdet.engine INFO: Epoch: [5] [ 8700/54024] learning_rate: 0.000100 loss_class: 0.739274 loss_bbox: 0.128457 loss_giou: 0.506098 loss_class_aux: 4.485272 loss_bbox_aux: 0.815807 loss_giou_aux: 3.157783 loss_class_dn: 0.352925 loss_bbox_dn: 0.124310 loss_giou_dn: 0.404823 loss_class_aux_dn: 1.900860 loss_bbox_aux_dn: 0.748394 loss_giou_aux_dn: 2.291494 loss: 15.759097 eta: 36 days, 22:31:33 batch_cost: 0.8724 data_cost: 0.0011 ips: 9.1705 images/s [07/22 19:32:41] ppdet.engine INFO: Epoch: [5] [ 8800/54024] learning_rate: 0.000100 loss_class: 0.705460 loss_bbox: 0.120842 loss_giou: 0.530728 loss_class_aux: 4.392953 loss_bbox_aux: 0.793117 loss_giou_aux: 3.264814 loss_class_dn: 0.367346 loss_bbox_dn: 0.116875 loss_giou_dn: 0.420013 loss_class_aux_dn: 1.977432 loss_bbox_aux_dn: 0.709641 loss_giou_aux_dn: 2.345661 loss: 15.858802 eta: 36 days, 22:27:37 batch_cost: 0.8361 data_cost: 0.0011 ips: 9.5688 images/s [07/22 19:34:02] ppdet.engine INFO: Epoch: [5] [ 8900/54024] learning_rate: 0.000100 loss_class: 0.668478 loss_bbox: 0.114381 loss_giou: 0.518700 loss_class_aux: 4.207786 loss_bbox_aux: 0.739326 loss_giou_aux: 3.243566 loss_class_dn: 0.347176 loss_bbox_dn: 0.111181 loss_giou_dn: 0.401574 loss_class_aux_dn: 1.869112 loss_bbox_aux_dn: 0.677606 loss_giou_aux_dn: 2.251545 loss: 15.167346 eta: 36 days, 22:20:12 batch_cost: 0.7685 data_cost: 0.0010 ips: 10.4093 images/s [07/22 19:35:37] ppdet.engine INFO: Epoch: [5] [ 9000/54024] learning_rate: 0.000100 loss_class: 0.665427 loss_bbox: 0.110993 loss_giou: 0.469791 loss_class_aux: 4.159359 loss_bbox_aux: 0.743317 loss_giou_aux: 2.960273 loss_class_dn: 0.329328 loss_bbox_dn: 0.113012 loss_giou_dn: 0.361766 loss_class_aux_dn: 1.800294 loss_bbox_aux_dn: 0.686158 loss_giou_aux_dn: 2.089699 loss: 15.235715 eta: 36 days, 22:19:24 batch_cost: 0.8967 data_cost: 0.0015 ips: 8.9221 images/s [07/22 19:37:05] ppdet.engine INFO: Epoch: [5] [ 9100/54024] learning_rate: 0.000100 loss_class: 0.692548 loss_bbox: 0.113915 loss_giou: 0.482126 loss_class_aux: 4.317526 loss_bbox_aux: 0.749893 loss_giou_aux: 3.081504 loss_class_dn: 0.344316 loss_bbox_dn: 0.117203 loss_giou_dn: 0.393067 loss_class_aux_dn: 1.869974 loss_bbox_aux_dn: 0.704918 loss_giou_aux_dn: 2.246984 loss: 15.451415 eta: 36 days, 22:15:09 batch_cost: 0.8297 data_cost: 0.0011 ips: 9.6416 images/s [07/22 19:38:42] ppdet.engine INFO: Epoch: [5] [ 9200/54024] learning_rate: 0.000100 loss_class: 0.673030 loss_bbox: 0.112526 loss_giou: 0.502489 loss_class_aux: 4.231365 loss_bbox_aux: 0.735228 loss_giou_aux: 3.136790 loss_class_dn: 0.341961 loss_bbox_dn: 0.107019 loss_giou_dn: 0.408604 loss_class_aux_dn: 1.825085 loss_bbox_aux_dn: 0.655120 loss_giou_aux_dn: 2.297130 loss: 15.451307 eta: 36 days, 22:15:37 batch_cost: 0.9215 data_cost: 0.0216 ips: 8.6819 images/s [07/22 19:40:15] ppdet.engine INFO: Epoch: [5] [ 9300/54024] learning_rate: 0.000100 loss_class: 0.688690 loss_bbox: 0.111876 loss_giou: 0.468334 loss_class_aux: 4.351037 loss_bbox_aux: 0.760397 loss_giou_aux: 2.978192 loss_class_dn: 0.347239 loss_bbox_dn: 0.113534 loss_giou_dn: 0.382833 loss_class_aux_dn: 1.878019 loss_bbox_aux_dn: 0.678411 loss_giou_aux_dn: 2.170765 loss: 15.149223 eta: 36 days, 22:14:22 batch_cost: 0.8881 data_cost: 0.0122 ips: 9.0075 images/s [07/22 19:41:48] ppdet.engine INFO: Epoch: [5] [ 9400/54024] learning_rate: 0.000100 loss_class: 0.731371 loss_bbox: 0.114001 loss_giou: 0.493281 loss_class_aux: 4.587311 loss_bbox_aux: 0.753780 loss_giou_aux: 3.121544 loss_class_dn: 0.345708 loss_bbox_dn: 0.112109 loss_giou_dn: 0.390255 loss_class_aux_dn: 1.921512 loss_bbox_aux_dn: 0.684965 loss_giou_aux_dn: 2.260790 loss: 15.574913 eta: 36 days, 22:12:27 batch_cost: 0.8749 data_cost: 0.0436 ips: 9.1443 images/s [07/22 19:43:21] ppdet.engine INFO: Epoch: [5] [ 9500/54024] learning_rate: 0.000100 loss_class: 0.707347 loss_bbox: 0.117472 loss_giou: 0.529976 loss_class_aux: 4.418678 loss_bbox_aux: 0.766925 loss_giou_aux: 3.344894 loss_class_dn: 0.363760 loss_bbox_dn: 0.114685 loss_giou_dn: 0.422580 loss_class_aux_dn: 1.952214 loss_bbox_aux_dn: 0.689359 loss_giou_aux_dn: 2.356687 loss: 15.790640 eta: 36 days, 22:10:49 batch_cost: 0.8807 data_cost: 0.0011 ips: 9.0836 images/s [07/22 19:44:45] ppdet.engine INFO: Epoch: [5] [ 9600/54024] learning_rate: 0.000100 loss_class: 0.694905 loss_bbox: 0.119889 loss_giou: 0.530196 loss_class_aux: 4.347943 loss_bbox_aux: 0.821452 loss_giou_aux: 3.313286 loss_class_dn: 0.351211 loss_bbox_dn: 0.117794 loss_giou_dn: 0.422297 loss_class_aux_dn: 1.902928 loss_bbox_aux_dn: 0.738281 loss_giou_aux_dn: 2.375147 loss: 15.952641 eta: 36 days, 22:04:27 batch_cost: 0.7879 data_cost: 0.0011 ips: 10.1539 images/s [07/22 19:46:12] ppdet.engine INFO: Epoch: [5] [ 9700/54024] learning_rate: 0.000100 loss_class: 0.753267 loss_bbox: 0.127914 loss_giou: 0.556463 loss_class_aux: 4.773889 loss_bbox_aux: 0.847824 loss_giou_aux: 3.500304 loss_class_dn: 0.387217 loss_bbox_dn: 0.123388 loss_giou_dn: 0.444576 loss_class_aux_dn: 2.091490 loss_bbox_aux_dn: 0.752652 loss_giou_aux_dn: 2.499734 loss: 16.854150 eta: 36 days, 21:59:34 batch_cost: 0.8169 data_cost: 0.0016 ips: 9.7934 images/s [07/22 19:47:41] ppdet.engine INFO: Epoch: [5] [ 9800/54024] learning_rate: 0.000100 loss_class: 0.690656 loss_bbox: 0.120276 loss_giou: 0.466583 loss_class_aux: 4.393464 loss_bbox_aux: 0.788663 loss_giou_aux: 3.005735 loss_class_dn: 0.347466 loss_bbox_dn: 0.120157 loss_giou_dn: 0.389481 loss_class_aux_dn: 1.870189 loss_bbox_aux_dn: 0.726192 loss_giou_aux_dn: 2.220279 loss: 15.048896 eta: 36 days, 21:55:56 batch_cost: 0.8412 data_cost: 0.0011 ips: 9.5101 images/s [07/22 19:49:10] ppdet.engine INFO: Epoch: [5] [ 9900/54024] learning_rate: 0.000100 loss_class: 0.727019 loss_bbox: 0.113386 loss_giou: 0.520750 loss_class_aux: 4.505984 loss_bbox_aux: 0.756497 loss_giou_aux: 3.267538 loss_class_dn: 0.367265 loss_bbox_dn: 0.111968 loss_giou_dn: 0.411037 loss_class_aux_dn: 2.003445 loss_bbox_aux_dn: 0.682978 loss_giou_aux_dn: 2.313763 loss: 16.295731 eta: 36 days, 21:51:30 batch_cost: 0.8257 data_cost: 0.0012 ips: 9.6893 images/s [07/22 19:50:53] ppdet.engine INFO: Epoch: [5] [10000/54024] learning_rate: 0.000100 loss_class: 0.725093 loss_bbox: 0.120204 loss_giou: 0.532833 loss_class_aux: 4.566400 loss_bbox_aux: 0.808346 loss_giou_aux: 3.302498 loss_class_dn: 0.369150 loss_bbox_dn: 0.124895 loss_giou_dn: 0.424901 loss_class_aux_dn: 1.965375 loss_bbox_aux_dn: 0.754566 loss_giou_aux_dn: 2.360772 loss: 16.326337 eta: 36 days, 21:55:15 batch_cost: 0.9859 data_cost: 0.0097 ips: 8.1141 images/s [07/22 19:52:28] ppdet.engine INFO: Epoch: [5] [10100/54024] learning_rate: 0.000100 loss_class: 0.686204 loss_bbox: 0.112925 loss_giou: 0.520551 loss_class_aux: 4.344693 loss_bbox_aux: 0.735813 loss_giou_aux: 3.240839 loss_class_dn: 0.351868 loss_bbox_dn: 0.116060 loss_giou_dn: 0.402205 loss_class_aux_dn: 1.876068 loss_bbox_aux_dn: 0.717469 loss_giou_aux_dn: 2.269836 loss: 16.080680 eta: 36 days, 21:54:31 batch_cost: 0.8978 data_cost: 0.0112 ips: 8.9103 images/s [07/22 19:54:02] ppdet.engine INFO: Epoch: [5] [10200/54024] learning_rate: 0.000100 loss_class: 0.722195 loss_bbox: 0.119692 loss_giou: 0.497646 loss_class_aux: 4.508698 loss_bbox_aux: 0.783340 loss_giou_aux: 3.204964 loss_class_dn: 0.358382 loss_bbox_dn: 0.123985 loss_giou_dn: 0.402948 loss_class_aux_dn: 1.911314 loss_bbox_aux_dn: 0.739199 loss_giou_aux_dn: 2.291045 loss: 15.892687 eta: 36 days, 21:53:09 batch_cost: 0.8858 data_cost: 0.0011 ips: 9.0309 images/s [07/22 19:55:41] ppdet.engine INFO: Epoch: [5] [10300/54024] learning_rate: 0.000100 loss_class: 0.720536 loss_bbox: 0.118728 loss_giou: 0.505430 loss_class_aux: 4.514691 loss_bbox_aux: 0.781965 loss_giou_aux: 3.249966 loss_class_dn: 0.360985 loss_bbox_dn: 0.117595 loss_giou_dn: 0.417889 loss_class_aux_dn: 1.960706 loss_bbox_aux_dn: 0.719688 loss_giou_aux_dn: 2.344291 loss: 15.543405 eta: 36 days, 21:54:33 batch_cost: 0.9400 data_cost: 0.0168 ips: 8.5104 images/s [07/22 19:57:17] ppdet.engine INFO: Epoch: [5] [10400/54024] learning_rate: 0.000100 loss_class: 0.709473 loss_bbox: 0.120350 loss_giou: 0.497475 loss_class_aux: 4.376349 loss_bbox_aux: 0.750103 loss_giou_aux: 3.135482 loss_class_dn: 0.355651 loss_bbox_dn: 0.113335 loss_giou_dn: 0.396620 loss_class_aux_dn: 1.907470 loss_bbox_aux_dn: 0.707638 loss_giou_aux_dn: 2.224337 loss: 15.329844 eta: 36 days, 21:54:17 batch_cost: 0.9075 data_cost: 0.0011 ips: 8.8155 images/s [07/22 19:58:43] ppdet.engine INFO: Epoch: [5] [10500/54024] learning_rate: 0.000100 loss_class: 0.737784 loss_bbox: 0.122997 loss_giou: 0.523572 loss_class_aux: 4.542372 loss_bbox_aux: 0.777863 loss_giou_aux: 3.245921 loss_class_dn: 0.351427 loss_bbox_dn: 0.114900 loss_giou_dn: 0.421458 loss_class_aux_dn: 1.910669 loss_bbox_aux_dn: 0.715562 loss_giou_aux_dn: 2.351474 loss: 16.078214 eta: 36 days, 21:49:00 batch_cost: 0.8084 data_cost: 0.0011 ips: 9.8961 images/s [07/22 20:00:26] ppdet.engine INFO: Epoch: [5] [10600/54024] learning_rate: 0.000100 loss_class: 0.694845 loss_bbox: 0.120953 loss_giou: 0.536403 loss_class_aux: 4.262684 loss_bbox_aux: 0.802784 loss_giou_aux: 3.330037 loss_class_dn: 0.367752 loss_bbox_dn: 0.112873 loss_giou_dn: 0.430166 loss_class_aux_dn: 1.967402 loss_bbox_aux_dn: 0.671704 loss_giou_aux_dn: 2.388363 loss: 16.122827 eta: 36 days, 21:52:33 batch_cost: 0.9828 data_cost: 0.0023 ips: 8.1402 images/s [07/22 20:01:55] ppdet.engine INFO: Epoch: [5] [10700/54024] learning_rate: 0.000100 loss_class: 0.680781 loss_bbox: 0.111575 loss_giou: 0.489005 loss_class_aux: 4.244691 loss_bbox_aux: 0.740741 loss_giou_aux: 2.988690 loss_class_dn: 0.348889 loss_bbox_dn: 0.116477 loss_giou_dn: 0.383314 loss_class_aux_dn: 1.900375 loss_bbox_aux_dn: 0.727272 loss_giou_aux_dn: 2.178195 loss: 15.069851 eta: 36 days, 21:49:02 batch_cost: 0.8431 data_cost: 0.0011 ips: 9.4888 images/s [07/22 20:03:20] ppdet.engine INFO: Epoch: [5] [10800/54024] learning_rate: 0.000100 loss_class: 0.686396 loss_bbox: 0.109948 loss_giou: 0.475571 loss_class_aux: 4.255907 loss_bbox_aux: 0.723895 loss_giou_aux: 2.966030 loss_class_dn: 0.341042 loss_bbox_dn: 0.114845 loss_giou_dn: 0.378505 loss_class_aux_dn: 1.853325 loss_bbox_aux_dn: 0.700618 loss_giou_aux_dn: 2.154413 loss: 14.781027 eta: 36 days, 21:43:36 batch_cost: 0.8055 data_cost: 0.0011 ips: 9.9317 images/s [07/22 20:04:54] ppdet.engine INFO: Epoch: [5] [10900/54024] learning_rate: 0.000100 loss_class: 0.740024 loss_bbox: 0.122801 loss_giou: 0.524894 loss_class_aux: 4.552019 loss_bbox_aux: 0.818042 loss_giou_aux: 3.312595 loss_class_dn: 0.363499 loss_bbox_dn: 0.127588 loss_giou_dn: 0.414596 loss_class_aux_dn: 1.954635 loss_bbox_aux_dn: 0.780239 loss_giou_aux_dn: 2.361575 loss: 15.945767 eta: 36 days, 21:42:14 batch_cost: 0.8858 data_cost: 0.0272 ips: 9.0312 images/s [07/22 20:06:20] ppdet.engine INFO: Epoch: [5] [11000/54024] learning_rate: 0.000100 loss_class: 0.717848 loss_bbox: 0.114764 loss_giou: 0.488371 loss_class_aux: 4.467354 loss_bbox_aux: 0.727938 loss_giou_aux: 3.054020 loss_class_dn: 0.352388 loss_bbox_dn: 0.114895 loss_giou_dn: 0.409954 loss_class_aux_dn: 1.903546 loss_bbox_aux_dn: 0.701647 loss_giou_aux_dn: 2.318592 loss: 15.928752 eta: 36 days, 21:36:54 batch_cost: 0.8070 data_cost: 0.0011 ips: 9.9132 images/s [07/22 20:08:06] ppdet.engine INFO: Epoch: [5] [11100/54024] learning_rate: 0.000100 loss_class: 0.682102 loss_bbox: 0.113514 loss_giou: 0.495199 loss_class_aux: 4.295398 loss_bbox_aux: 0.757941 loss_giou_aux: 3.098231 loss_class_dn: 0.337818 loss_bbox_dn: 0.110552 loss_giou_dn: 0.383607 loss_class_aux_dn: 1.826280 loss_bbox_aux_dn: 0.692786 loss_giou_aux_dn: 2.180665 loss: 14.883711 eta: 36 days, 21:42:14 batch_cost: 1.0184 data_cost: 0.0011 ips: 7.8557 images/s [07/22 20:09:41] ppdet.engine INFO: Epoch: [5] [11200/54024] learning_rate: 0.000100 loss_class: 0.717010 loss_bbox: 0.126195 loss_giou: 0.558784 loss_class_aux: 4.576166 loss_bbox_aux: 0.805057 loss_giou_aux: 3.562712 loss_class_dn: 0.374560 loss_bbox_dn: 0.122678 loss_giou_dn: 0.429744 loss_class_aux_dn: 2.034543 loss_bbox_aux_dn: 0.736766 loss_giou_aux_dn: 2.440920 loss: 16.633468 eta: 36 days, 21:41:21 batch_cost: 0.8952 data_cost: 0.0012 ips: 8.9368 images/s [07/22 20:11:16] ppdet.engine INFO: Epoch: [5] [11300/54024] learning_rate: 0.000100 loss_class: 0.727884 loss_bbox: 0.122006 loss_giou: 0.556234 loss_class_aux: 4.486789 loss_bbox_aux: 0.809631 loss_giou_aux: 3.422931 loss_class_dn: 0.363208 loss_bbox_dn: 0.111583 loss_giou_dn: 0.431258 loss_class_aux_dn: 1.982470 loss_bbox_aux_dn: 0.689220 loss_giou_aux_dn: 2.431994 loss: 16.384283 eta: 36 days, 21:40:57 batch_cost: 0.9051 data_cost: 0.0050 ips: 8.8390 images/s [07/22 20:13:09] ppdet.engine INFO: Epoch: [5] [11400/54024] learning_rate: 0.000100 loss_class: 0.677934 loss_bbox: 0.114875 loss_giou: 0.462367 loss_class_aux: 4.204720 loss_bbox_aux: 0.750250 loss_giou_aux: 2.925796 loss_class_dn: 0.342468 loss_bbox_dn: 0.110232 loss_giou_dn: 0.388863 loss_class_aux_dn: 1.838081 loss_bbox_aux_dn: 0.689358 loss_giou_aux_dn: 2.192685 loss: 14.781008 eta: 36 days, 21:49:25 batch_cost: 1.0809 data_cost: 0.0606 ips: 7.4016 images/s [07/22 20:14:53] ppdet.engine INFO: Epoch: [5] [11500/54024] learning_rate: 0.000100 loss_class: 0.720886 loss_bbox: 0.118562 loss_giou: 0.468187 loss_class_aux: 4.532080 loss_bbox_aux: 0.779409 loss_giou_aux: 2.999435 loss_class_dn: 0.351090 loss_bbox_dn: 0.127479 loss_giou_dn: 0.400058 loss_class_aux_dn: 1.900511 loss_bbox_aux_dn: 0.782220 loss_giou_aux_dn: 2.283719 loss: 15.711622 eta: 36 days, 21:52:55 batch_cost: 0.9828 data_cost: 0.0011 ips: 8.1403 images/s [07/22 20:16:23] ppdet.engine INFO: Epoch: [5] [11600/54024] learning_rate: 0.000100 loss_class: 0.692231 loss_bbox: 0.125896 loss_giou: 0.574593 loss_class_aux: 4.388359 loss_bbox_aux: 0.804302 loss_giou_aux: 3.610419 loss_class_dn: 0.386665 loss_bbox_dn: 0.117256 loss_giou_dn: 0.437485 loss_class_aux_dn: 2.037519 loss_bbox_aux_dn: 0.710608 loss_giou_aux_dn: 2.482562 loss: 16.853682 eta: 36 days, 21:49:40 batch_cost: 0.8487 data_cost: 0.0012 ips: 9.4266 images/s [07/22 20:17:55] ppdet.engine INFO: Epoch: [5] [11700/54024] learning_rate: 0.000100 loss_class: 0.705050 loss_bbox: 0.118496 loss_giou: 0.518320 loss_class_aux: 4.382010 loss_bbox_aux: 0.816532 loss_giou_aux: 3.224989 loss_class_dn: 0.357529 loss_bbox_dn: 0.123455 loss_giou_dn: 0.423271 loss_class_aux_dn: 1.916709 loss_bbox_aux_dn: 0.747701 loss_giou_aux_dn: 2.375035 loss: 15.692975 eta: 36 days, 21:47:44 batch_cost: 0.8745 data_cost: 0.0016 ips: 9.1478 images/s [07/22 20:19:25] ppdet.engine INFO: Epoch: [5] [11800/54024] learning_rate: 0.000100 loss_class: 0.703915 loss_bbox: 0.116734 loss_giou: 0.476382 loss_class_aux: 4.391013 loss_bbox_aux: 0.787525 loss_giou_aux: 2.963349 loss_class_dn: 0.360631 loss_bbox_dn: 0.118773 loss_giou_dn: 0.412002 loss_class_aux_dn: 1.960601 loss_bbox_aux_dn: 0.724900 loss_giou_aux_dn: 2.326455 loss: 15.561190 eta: 36 days, 21:44:18 batch_cost: 0.8448 data_cost: 0.0081 ips: 9.4693 images/s [07/22 20:21:15] ppdet.engine INFO: Epoch: [5] [11900/54024] learning_rate: 0.000100 loss_class: 0.709709 loss_bbox: 0.108797 loss_giou: 0.480132 loss_class_aux: 4.484877 loss_bbox_aux: 0.690694 loss_giou_aux: 3.050904 loss_class_dn: 0.341034 loss_bbox_dn: 0.111519 loss_giou_dn: 0.389503 loss_class_aux_dn: 1.874936 loss_bbox_aux_dn: 0.687548 loss_giou_aux_dn: 2.240100 loss: 14.992270 eta: 36 days, 21:51:17 batch_cost: 1.0526 data_cost: 0.0019 ips: 7.6002 images/s [07/22 20:22:45] ppdet.engine INFO: Epoch: [5] [12000/54024] learning_rate: 0.000100 loss_class: 0.708519 loss_bbox: 0.114028 loss_giou: 0.458649 loss_class_aux: 4.459072 loss_bbox_aux: 0.752780 loss_giou_aux: 2.901746 loss_class_dn: 0.340351 loss_bbox_dn: 0.122699 loss_giou_dn: 0.376144 loss_class_aux_dn: 1.795884 loss_bbox_aux_dn: 0.734653 loss_giou_aux_dn: 2.154705 loss: 14.977847 eta: 36 days, 21:48:15 batch_cost: 0.8529 data_cost: 0.0013 ips: 9.3801 images/s [07/22 20:24:13] ppdet.engine INFO: Epoch: [5] [12100/54024] learning_rate: 0.000100 loss_class: 0.721464 loss_bbox: 0.124755 loss_giou: 0.572883 loss_class_aux: 4.533336 loss_bbox_aux: 0.795312 loss_giou_aux: 3.541325 loss_class_dn: 0.381033 loss_bbox_dn: 0.119740 loss_giou_dn: 0.440870 loss_class_aux_dn: 2.016069 loss_bbox_aux_dn: 0.733024 loss_giou_aux_dn: 2.442296 loss: 16.521916 eta: 36 days, 21:44:06 batch_cost: 0.8302 data_cost: 0.0011 ips: 9.6365 images/s [07/22 20:25:40] ppdet.engine INFO: Epoch: [5] [12200/54024] learning_rate: 0.000100 loss_class: 0.726290 loss_bbox: 0.129240 loss_giou: 0.540352 loss_class_aux: 4.532167 loss_bbox_aux: 0.844441 loss_giou_aux: 3.357135 loss_class_dn: 0.375552 loss_bbox_dn: 0.123336 loss_giou_dn: 0.417554 loss_class_aux_dn: 2.024626 loss_bbox_aux_dn: 0.742595 loss_giou_aux_dn: 2.405016 loss: 16.311002 eta: 36 days, 21:39:24 batch_cost: 0.8196 data_cost: 0.0013 ips: 9.7605 images/s [07/22 20:27:17] ppdet.engine INFO: Epoch: [5] [12300/54024] learning_rate: 0.000100 loss_class: 0.753004 loss_bbox: 0.128943 loss_giou: 0.518578 loss_class_aux: 4.600475 loss_bbox_aux: 0.835925 loss_giou_aux: 3.220346 loss_class_dn: 0.368665 loss_bbox_dn: 0.119503 loss_giou_dn: 0.418199 loss_class_aux_dn: 1.975735 loss_bbox_aux_dn: 0.753419 loss_giou_aux_dn: 2.362145 loss: 16.269966 eta: 36 days, 21:39:37 batch_cost: 0.9174 data_cost: 0.0049 ips: 8.7200 images/s [07/22 20:28:45] ppdet.engine INFO: Epoch: [5] [12400/54024] learning_rate: 0.000100 loss_class: 0.728104 loss_bbox: 0.128621 loss_giou: 0.570975 loss_class_aux: 4.656780 loss_bbox_aux: 0.828826 loss_giou_aux: 3.541649 loss_class_dn: 0.377008 loss_bbox_dn: 0.122059 loss_giou_dn: 0.449009 loss_class_aux_dn: 1.991412 loss_bbox_aux_dn: 0.718815 loss_giou_aux_dn: 2.535440 loss: 16.953947 eta: 36 days, 21:35:19 batch_cost: 0.8274 data_cost: 0.0022 ips: 9.6691 images/s [07/22 20:30:10] ppdet.engine INFO: Epoch: [5] [12500/54024] learning_rate: 0.000100 loss_class: 0.691191 loss_bbox: 0.124241 loss_giou: 0.518484 loss_class_aux: 4.320967 loss_bbox_aux: 0.820695 loss_giou_aux: 3.320408 loss_class_dn: 0.354570 loss_bbox_dn: 0.123245 loss_giou_dn: 0.423233 loss_class_aux_dn: 1.904920 loss_bbox_aux_dn: 0.741310 loss_giou_aux_dn: 2.363051 loss: 15.684896 eta: 36 days, 21:29:40 batch_cost: 0.8001 data_cost: 0.0017 ips: 9.9990 images/s [07/22 20:31:55] ppdet.engine INFO: Epoch: [5] [12600/54024] learning_rate: 0.000100 loss_class: 0.721319 loss_bbox: 0.121348 loss_giou: 0.521421 loss_class_aux: 4.481607 loss_bbox_aux: 0.807206 loss_giou_aux: 3.289990 loss_class_dn: 0.365057 loss_bbox_dn: 0.120243 loss_giou_dn: 0.418901 loss_class_aux_dn: 1.976505 loss_bbox_aux_dn: 0.723984 loss_giou_aux_dn: 2.362292 loss: 15.904870 eta: 36 days, 21:34:05 batch_cost: 1.0019 data_cost: 0.0068 ips: 7.9847 images/s [07/22 20:33:29] ppdet.engine INFO: Epoch: [5] [12700/54024] learning_rate: 0.000100 loss_class: 0.727445 loss_bbox: 0.124692 loss_giou: 0.529715 loss_class_aux: 4.562816 loss_bbox_aux: 0.773436 loss_giou_aux: 3.310561 loss_class_dn: 0.362506 loss_bbox_dn: 0.124732 loss_giou_dn: 0.420703 loss_class_aux_dn: 1.974372 loss_bbox_aux_dn: 0.766205 loss_giou_aux_dn: 2.384236 loss: 16.227544 eta: 36 days, 21:32:36 batch_cost: 0.8837 data_cost: 0.0011 ips: 9.0527 images/s [07/22 20:35:00] ppdet.engine INFO: Epoch: [5] [12800/54024] learning_rate: 0.000100 loss_class: 0.749279 loss_bbox: 0.128561 loss_giou: 0.561751 loss_class_aux: 4.634520 loss_bbox_aux: 0.835949 loss_giou_aux: 3.513848 loss_class_dn: 0.370361 loss_bbox_dn: 0.122893 loss_giou_dn: 0.433415 loss_class_aux_dn: 2.002552 loss_bbox_aux_dn: 0.730861 loss_giou_aux_dn: 2.436228 loss: 16.480928 eta: 36 days, 21:29:50 batch_cost: 0.8577 data_cost: 0.0723 ips: 9.3270 images/s [07/22 20:36:29] ppdet.engine INFO: Epoch: [5] [12900/54024] learning_rate: 0.000100 loss_class: 0.703626 loss_bbox: 0.117159 loss_giou: 0.502219 loss_class_aux: 4.453462 loss_bbox_aux: 0.777934 loss_giou_aux: 3.177113 loss_class_dn: 0.352001 loss_bbox_dn: 0.120958 loss_giou_dn: 0.403064 loss_class_aux_dn: 1.918075 loss_bbox_aux_dn: 0.724192 loss_giou_aux_dn: 2.280674 loss: 15.482433 eta: 36 days, 21:26:22 batch_cost: 0.8439 data_cost: 0.0011 ips: 9.4800 images/s [07/22 20:38:04] ppdet.engine INFO: Epoch: [5] [13000/54024] learning_rate: 0.000100 loss_class: 0.696649 loss_bbox: 0.120434 loss_giou: 0.531980 loss_class_aux: 4.348313 loss_bbox_aux: 0.783730 loss_giou_aux: 3.316554 loss_class_dn: 0.348925 loss_bbox_dn: 0.119717 loss_giou_dn: 0.404250 loss_class_aux_dn: 1.882444 loss_bbox_aux_dn: 0.723553 loss_giou_aux_dn: 2.307662 loss: 15.724661 eta: 36 days, 21:25:25 batch_cost: 0.8942 data_cost: 0.0011 ips: 8.9465 images/s [07/22 20:39:35] ppdet.engine INFO: Epoch: [5] [13100/54024] learning_rate: 0.000100 loss_class: 0.725354 loss_bbox: 0.123850 loss_giou: 0.535883 loss_class_aux: 4.557528 loss_bbox_aux: 0.788892 loss_giou_aux: 3.375405 loss_class_dn: 0.376285 loss_bbox_dn: 0.121352 loss_giou_dn: 0.441052 loss_class_aux_dn: 2.030395 loss_bbox_aux_dn: 0.734679 loss_giou_aux_dn: 2.538815 loss: 16.637031 eta: 36 days, 21:22:47 batch_cost: 0.8604 data_cost: 0.0011 ips: 9.2978 images/s [07/22 20:41:08] ppdet.engine INFO: Epoch: [5] [13200/54024] learning_rate: 0.000100 loss_class: 0.707447 loss_bbox: 0.123690 loss_giou: 0.494539 loss_class_aux: 4.340929 loss_bbox_aux: 0.803723 loss_giou_aux: 3.133610 loss_class_dn: 0.363625 loss_bbox_dn: 0.123369 loss_giou_dn: 0.412691 loss_class_aux_dn: 1.933845 loss_bbox_aux_dn: 0.729799 loss_giou_aux_dn: 2.357933 loss: 16.103254 eta: 36 days, 21:20:41 batch_cost: 0.8710 data_cost: 0.0013 ips: 9.1846 images/s [07/22 20:42:34] ppdet.engine INFO: Epoch: [5] [13300/54024] learning_rate: 0.000100 loss_class: 0.714412 loss_bbox: 0.123201 loss_giou: 0.512292 loss_class_aux: 4.482639 loss_bbox_aux: 0.802124 loss_giou_aux: 3.212712 loss_class_dn: 0.345367 loss_bbox_dn: 0.125315 loss_giou_dn: 0.396951 loss_class_aux_dn: 1.860380 loss_bbox_aux_dn: 0.774203 loss_giou_aux_dn: 2.254161 loss: 15.580100 eta: 36 days, 21:15:31 batch_cost: 0.8093 data_cost: 0.0012 ips: 9.8851 images/s [07/22 20:43:57] ppdet.engine INFO: Epoch: [5] [13400/54024] learning_rate: 0.000100 loss_class: 0.711824 loss_bbox: 0.116734 loss_giou: 0.530863 loss_class_aux: 4.487274 loss_bbox_aux: 0.762834 loss_giou_aux: 3.333603 loss_class_dn: 0.362734 loss_bbox_dn: 0.112241 loss_giou_dn: 0.408809 loss_class_aux_dn: 1.971925 loss_bbox_aux_dn: 0.679028 loss_giou_aux_dn: 2.302049 loss: 16.052679 eta: 36 days, 21:09:14 batch_cost: 0.7866 data_cost: 0.0010 ips: 10.1702 images/s [07/22 20:45:22] ppdet.engine INFO: Epoch: [5] [13500/54024] learning_rate: 0.000100 loss_class: 0.778969 loss_bbox: 0.127943 loss_giou: 0.534151 loss_class_aux: 4.800568 loss_bbox_aux: 0.821379 loss_giou_aux: 3.351223 loss_class_dn: 0.382871 loss_bbox_dn: 0.117487 loss_giou_dn: 0.425779 loss_class_aux_dn: 2.081357 loss_bbox_aux_dn: 0.738808 loss_giou_aux_dn: 2.371634 loss: 17.247625 eta: 36 days, 21:03:40 batch_cost: 0.8008 data_cost: 0.0011 ips: 9.9902 images/s [07/22 20:46:51] ppdet.engine INFO: Epoch: [5] [13600/54024] learning_rate: 0.000100 loss_class: 0.697135 loss_bbox: 0.114488 loss_giou: 0.515595 loss_class_aux: 4.353070 loss_bbox_aux: 0.749177 loss_giou_aux: 3.228495 loss_class_dn: 0.348410 loss_bbox_dn: 0.114425 loss_giou_dn: 0.405112 loss_class_aux_dn: 1.859585 loss_bbox_aux_dn: 0.685852 loss_giou_aux_dn: 2.262523 loss: 15.390539 eta: 36 days, 21:00:08 batch_cost: 0.8419 data_cost: 0.0010 ips: 9.5021 images/s [07/22 20:48:22] ppdet.engine INFO: Epoch: [5] [13700/54024] learning_rate: 0.000100 loss_class: 0.699814 loss_bbox: 0.118245 loss_giou: 0.496644 loss_class_aux: 4.430327 loss_bbox_aux: 0.789759 loss_giou_aux: 3.094856 loss_class_dn: 0.347568 loss_bbox_dn: 0.109835 loss_giou_dn: 0.396744 loss_class_aux_dn: 1.889812 loss_bbox_aux_dn: 0.678800 loss_giou_aux_dn: 2.247162 loss: 15.672271 eta: 36 days, 20:57:37 batch_cost: 0.8623 data_cost: 0.0012 ips: 9.2777 images/s [07/22 20:49:55] ppdet.engine INFO: Epoch: [5] [13800/54024] learning_rate: 0.000100 loss_class: 0.711404 loss_bbox: 0.118390 loss_giou: 0.506171 loss_class_aux: 4.436224 loss_bbox_aux: 0.781582 loss_giou_aux: 3.174669 loss_class_dn: 0.336662 loss_bbox_dn: 0.121599 loss_giou_dn: 0.406591 loss_class_aux_dn: 1.822490 loss_bbox_aux_dn: 0.734331 loss_giou_aux_dn: 2.333593 loss: 15.846171 eta: 36 days, 20:55:34 batch_cost: 0.8716 data_cost: 0.0013 ips: 9.1782 images/s [07/22 20:51:32] ppdet.engine INFO: Epoch: [5] [13900/54024] learning_rate: 0.000100 loss_class: 0.694537 loss_bbox: 0.116645 loss_giou: 0.511097 loss_class_aux: 4.251103 loss_bbox_aux: 0.781223 loss_giou_aux: 3.205485 loss_class_dn: 0.346607 loss_bbox_dn: 0.120817 loss_giou_dn: 0.396548 loss_class_aux_dn: 1.852806 loss_bbox_aux_dn: 0.713351 loss_giou_aux_dn: 2.236977 loss: 15.233458 eta: 36 days, 20:55:37 batch_cost: 0.9146 data_cost: 0.0217 ips: 8.7470 images/s [07/22 20:53:08] ppdet.engine INFO: Epoch: [5] [14000/54024] learning_rate: 0.000100 loss_class: 0.742477 loss_bbox: 0.114855 loss_giou: 0.549217 loss_class_aux: 4.616089 loss_bbox_aux: 0.759706 loss_giou_aux: 3.451959 loss_class_dn: 0.369871 loss_bbox_dn: 0.120181 loss_giou_dn: 0.432270 loss_class_aux_dn: 1.982422 loss_bbox_aux_dn: 0.736654 loss_giou_aux_dn: 2.442018 loss: 16.528461 eta: 36 days, 20:55:19 batch_cost: 0.9074 data_cost: 0.0014 ips: 8.8167 images/s [07/22 20:54:40] ppdet.engine INFO: Epoch: [5] [14100/54024] learning_rate: 0.000100 loss_class: 0.724862 loss_bbox: 0.127391 loss_giou: 0.547684 loss_class_aux: 4.523414 loss_bbox_aux: 0.835708 loss_giou_aux: 3.444819 loss_class_dn: 0.369430 loss_bbox_dn: 0.124475 loss_giou_dn: 0.449284 loss_class_aux_dn: 2.019670 loss_bbox_aux_dn: 0.785575 loss_giou_aux_dn: 2.507785 loss: 16.470586 eta: 36 days, 20:53:10 batch_cost: 0.8697 data_cost: 0.0019 ips: 9.1989 images/s [07/22 20:56:14] ppdet.engine INFO: Epoch: [5] [14200/54024] learning_rate: 0.000100 loss_class: 0.710155 loss_bbox: 0.108468 loss_giou: 0.562053 loss_class_aux: 4.427103 loss_bbox_aux: 0.705347 loss_giou_aux: 3.588099 loss_class_dn: 0.357387 loss_bbox_dn: 0.103455 loss_giou_dn: 0.434862 loss_class_aux_dn: 1.907268 loss_bbox_aux_dn: 0.647062 loss_giou_aux_dn: 2.401528 loss: 15.459422 eta: 36 days, 20:51:58 batch_cost: 0.8891 data_cost: 0.0077 ips: 8.9980 images/s [07/22 20:57:48] ppdet.engine INFO: Epoch: [5] [14300/54024] learning_rate: 0.000100 loss_class: 0.707892 loss_bbox: 0.117509 loss_giou: 0.503248 loss_class_aux: 4.341007 loss_bbox_aux: 0.779942 loss_giou_aux: 3.170012 loss_class_dn: 0.365655 loss_bbox_dn: 0.114484 loss_giou_dn: 0.404989 loss_class_aux_dn: 1.953993 loss_bbox_aux_dn: 0.694550 loss_giou_aux_dn: 2.263173 loss: 15.843341 eta: 36 days, 20:50:30 batch_cost: 0.8836 data_cost: 0.0189 ips: 9.0544 images/s [07/22 20:59:18] ppdet.engine INFO: Epoch: [5] [14400/54024] learning_rate: 0.000100 loss_class: 0.753330 loss_bbox: 0.129249 loss_giou: 0.555155 loss_class_aux: 4.638768 loss_bbox_aux: 0.844326 loss_giou_aux: 3.470938 loss_class_dn: 0.391454 loss_bbox_dn: 0.126028 loss_giou_dn: 0.441170 loss_class_aux_dn: 2.090932 loss_bbox_aux_dn: 0.766825 loss_giou_aux_dn: 2.524574 loss: 17.111933 eta: 36 days, 20:47:17 batch_cost: 0.8481 data_cost: 0.0020 ips: 9.4325 images/s [07/22 21:00:45] ppdet.engine INFO: Epoch: [5] [14500/54024] learning_rate: 0.000100 loss_class: 0.768287 loss_bbox: 0.127368 loss_giou: 0.568119 loss_class_aux: 4.719395 loss_bbox_aux: 0.813910 loss_giou_aux: 3.537305 loss_class_dn: 0.390119 loss_bbox_dn: 0.126222 loss_giou_dn: 0.437558 loss_class_aux_dn: 2.098680 loss_bbox_aux_dn: 0.739728 loss_giou_aux_dn: 2.473463 loss: 17.061408 eta: 36 days, 20:42:14 batch_cost: 0.8106 data_cost: 0.0012 ips: 9.8690 images/s [07/22 21:02:16] ppdet.engine INFO: Epoch: [5] [14600/54024] learning_rate: 0.000100 loss_class: 0.680612 loss_bbox: 0.122307 loss_giou: 0.524230 loss_class_aux: 4.143307 loss_bbox_aux: 0.781145 loss_giou_aux: 3.250500 loss_class_dn: 0.358348 loss_bbox_dn: 0.113630 loss_giou_dn: 0.418123 loss_class_aux_dn: 1.924002 loss_bbox_aux_dn: 0.717746 loss_giou_aux_dn: 2.353547 loss: 15.255622 eta: 36 days, 20:39:46 batch_cost: 0.8630 data_cost: 0.0011 ips: 9.2700 images/s [07/22 21:03:51] ppdet.engine INFO: Epoch: [5] [14700/54024] learning_rate: 0.000100 loss_class: 0.740732 loss_bbox: 0.118005 loss_giou: 0.534972 loss_class_aux: 4.584744 loss_bbox_aux: 0.765646 loss_giou_aux: 3.416724 loss_class_dn: 0.355775 loss_bbox_dn: 0.118938 loss_giou_dn: 0.421962 loss_class_aux_dn: 1.906588 loss_bbox_aux_dn: 0.713077 loss_giou_aux_dn: 2.395310 loss: 15.786214 eta: 36 days, 20:38:37 batch_cost: 0.8900 data_cost: 0.0432 ips: 8.9886 images/s [07/22 21:05:26] ppdet.engine INFO: Epoch: [5] [14800/54024] learning_rate: 0.000100 loss_class: 0.691195 loss_bbox: 0.118819 loss_giou: 0.501427 loss_class_aux: 4.265206 loss_bbox_aux: 0.782686 loss_giou_aux: 3.122832 loss_class_dn: 0.339970 loss_bbox_dn: 0.115359 loss_giou_dn: 0.383063 loss_class_aux_dn: 1.843683 loss_bbox_aux_dn: 0.712867 loss_giou_aux_dn: 2.185809 loss: 14.803593 eta: 36 days, 20:37:57 batch_cost: 0.9001 data_cost: 0.0547 ips: 8.8881 images/s [07/22 21:06:55] ppdet.engine INFO: Epoch: [5] [14900/54024] learning_rate: 0.000100 loss_class: 0.696918 loss_bbox: 0.117610 loss_giou: 0.502722 loss_class_aux: 4.321321 loss_bbox_aux: 0.785085 loss_giou_aux: 3.225942 loss_class_dn: 0.345520 loss_bbox_dn: 0.117048 loss_giou_dn: 0.407146 loss_class_aux_dn: 1.872928 loss_bbox_aux_dn: 0.711281 loss_giou_aux_dn: 2.278623 loss: 16.084270 eta: 36 days, 20:34:35 batch_cost: 0.8446 data_cost: 0.0234 ips: 9.4720 images/s [07/22 21:08:19] ppdet.engine INFO: Epoch: [5] [15000/54024] learning_rate: 0.000100 loss_class: 0.687143 loss_bbox: 0.114779 loss_giou: 0.492323 loss_class_aux: 4.292987 loss_bbox_aux: 0.731381 loss_giou_aux: 3.097742 loss_class_dn: 0.341910 loss_bbox_dn: 0.110034 loss_giou_dn: 0.397057 loss_class_aux_dn: 1.826383 loss_bbox_aux_dn: 0.695045 loss_giou_aux_dn: 2.227969 loss: 14.884120 eta: 36 days, 20:28:48 batch_cost: 0.7951 data_cost: 0.0011 ips: 10.0612 images/s [07/22 21:09:55] ppdet.engine INFO: Epoch: [5] [15100/54024] learning_rate: 0.000100 loss_class: 0.710832 loss_bbox: 0.113123 loss_giou: 0.494512 loss_class_aux: 4.331903 loss_bbox_aux: 0.729796 loss_giou_aux: 3.080009 loss_class_dn: 0.351131 loss_bbox_dn: 0.109659 loss_giou_dn: 0.384260 loss_class_aux_dn: 1.901167 loss_bbox_aux_dn: 0.670339 loss_giou_aux_dn: 2.176633 loss: 15.749192 eta: 36 days, 20:28:01 batch_cost: 0.8975 data_cost: 0.0020 ips: 8.9133 images/s [07/22 21:11:42] ppdet.engine INFO: Epoch: [5] [15200/54024] learning_rate: 0.000100 loss_class: 0.696700 loss_bbox: 0.119630 loss_giou: 0.559422 loss_class_aux: 4.371875 loss_bbox_aux: 0.782023 loss_giou_aux: 3.473212 loss_class_dn: 0.357246 loss_bbox_dn: 0.113865 loss_giou_dn: 0.412290 loss_class_aux_dn: 1.940455 loss_bbox_aux_dn: 0.699518 loss_giou_aux_dn: 2.289649 loss: 16.174070 eta: 36 days, 20:33:19 batch_cost: 1.0222 data_cost: 0.0949 ips: 7.8265 images/s [07/22 21:13:18] ppdet.engine INFO: Epoch: [5] [15300/54024] learning_rate: 0.000100 loss_class: 0.714397 loss_bbox: 0.112697 loss_giou: 0.494660 loss_class_aux: 4.435443 loss_bbox_aux: 0.749959 loss_giou_aux: 3.140168 loss_class_dn: 0.361567 loss_bbox_dn: 0.112599 loss_giou_dn: 0.396385 loss_class_aux_dn: 1.922239 loss_bbox_aux_dn: 0.693957 loss_giou_aux_dn: 2.261704 loss: 15.407618 eta: 36 days, 20:33:01 batch_cost: 0.9077 data_cost: 0.0159 ips: 8.8132 images/s [07/22 21:14:47] ppdet.engine INFO: Epoch: [5] [15400/54024] learning_rate: 0.000100 loss_class: 0.730226 loss_bbox: 0.112805 loss_giou: 0.535805 loss_class_aux: 4.587579 loss_bbox_aux: 0.738410 loss_giou_aux: 3.415719 loss_class_dn: 0.363406 loss_bbox_dn: 0.117277 loss_giou_dn: 0.437938 loss_class_aux_dn: 1.965094 loss_bbox_aux_dn: 0.707311 loss_giou_aux_dn: 2.485465 loss: 16.205544 eta: 36 days, 20:29:24 batch_cost: 0.8392 data_cost: 0.0363 ips: 9.5329 images/s [07/22 21:16:28] ppdet.engine INFO: Epoch: [5] [15500/54024] learning_rate: 0.000100 loss_class: 0.710220 loss_bbox: 0.123325 loss_giou: 0.484406 loss_class_aux: 4.444970 loss_bbox_aux: 0.804839 loss_giou_aux: 3.030938 loss_class_dn: 0.351570 loss_bbox_dn: 0.122722 loss_giou_dn: 0.406072 loss_class_aux_dn: 1.886046 loss_bbox_aux_dn: 0.729110 loss_giou_aux_dn: 2.296168 loss: 15.948121 eta: 36 days, 20:31:23 batch_cost: 0.9546 data_cost: 0.0012 ips: 8.3804 images/s [07/22 21:18:13] ppdet.engine INFO: Epoch: [5] [15600/54024] learning_rate: 0.000100 loss_class: 0.705410 loss_bbox: 0.112786 loss_giou: 0.504440 loss_class_aux: 4.450513 loss_bbox_aux: 0.769034 loss_giou_aux: 3.150881 loss_class_dn: 0.349793 loss_bbox_dn: 0.115207 loss_giou_dn: 0.401712 loss_class_aux_dn: 1.880320 loss_bbox_aux_dn: 0.685406 loss_giou_aux_dn: 2.266497 loss: 15.701633 eta: 36 days, 20:35:24 batch_cost: 0.9966 data_cost: 0.0012 ips: 8.0271 images/s [07/22 21:19:43] ppdet.engine INFO: Epoch: [5] [15700/54024] learning_rate: 0.000100 loss_class: 0.699289 loss_bbox: 0.120484 loss_giou: 0.544932 loss_class_aux: 4.317230 loss_bbox_aux: 0.769581 loss_giou_aux: 3.360444 loss_class_dn: 0.365193 loss_bbox_dn: 0.109458 loss_giou_dn: 0.433320 loss_class_aux_dn: 1.963970 loss_bbox_aux_dn: 0.677185 loss_giou_aux_dn: 2.412606 loss: 16.040743 eta: 36 days, 20:32:10 batch_cost: 0.8473 data_cost: 0.0011 ips: 9.4416 images/s [07/22 21:21:16] ppdet.engine INFO: Epoch: [5] [15800/54024] learning_rate: 0.000100 loss_class: 0.693923 loss_bbox: 0.119915 loss_giou: 0.521678 loss_class_aux: 4.373252 loss_bbox_aux: 0.784049 loss_giou_aux: 3.259557 loss_class_dn: 0.348376 loss_bbox_dn: 0.112344 loss_giou_dn: 0.411485 loss_class_aux_dn: 1.868312 loss_bbox_aux_dn: 0.677706 loss_giou_aux_dn: 2.306230 loss: 15.153676 eta: 36 days, 20:30:42 batch_cost: 0.8837 data_cost: 0.0012 ips: 9.0533 images/s [07/22 21:22:45] ppdet.engine INFO: Epoch: [5] [15900/54024] learning_rate: 0.000100 loss_class: 0.708855 loss_bbox: 0.118412 loss_giou: 0.540148 loss_class_aux: 4.333420 loss_bbox_aux: 0.767706 loss_giou_aux: 3.383667 loss_class_dn: 0.362624 loss_bbox_dn: 0.109423 loss_giou_dn: 0.421336 loss_class_aux_dn: 1.937609 loss_bbox_aux_dn: 0.680000 loss_giou_aux_dn: 2.410381 loss: 15.943029 eta: 36 days, 20:26:36 batch_cost: 0.8294 data_cost: 0.0012 ips: 9.6453 images/s [07/22 21:24:10] ppdet.engine INFO: Epoch: [5] [16000/54024] learning_rate: 0.000100 loss_class: 0.708112 loss_bbox: 0.110989 loss_giou: 0.483727 loss_class_aux: 4.402996 loss_bbox_aux: 0.760258 loss_giou_aux: 3.030986 loss_class_dn: 0.353687 loss_bbox_dn: 0.115793 loss_giou_dn: 0.384819 loss_class_aux_dn: 1.886168 loss_bbox_aux_dn: 0.707765 loss_giou_aux_dn: 2.182729 loss: 15.072074 eta: 36 days, 20:21:20 batch_cost: 0.8050 data_cost: 0.0011 ips: 9.9375 images/s [07/22 21:25:38] ppdet.engine INFO: Epoch: [5] [16100/54024] learning_rate: 0.000100 loss_class: 0.708118 loss_bbox: 0.120576 loss_giou: 0.477988 loss_class_aux: 4.345303 loss_bbox_aux: 0.773614 loss_giou_aux: 3.011045 loss_class_dn: 0.343196 loss_bbox_dn: 0.121315 loss_giou_dn: 0.395583 loss_class_aux_dn: 1.822601 loss_bbox_aux_dn: 0.738762 loss_giou_aux_dn: 2.252914 loss: 15.132004 eta: 36 days, 20:16:53 batch_cost: 0.8221 data_cost: 0.0012 ips: 9.7313 images/s [07/22 21:27:11] ppdet.engine INFO: Epoch: [5] [16200/54024] learning_rate: 0.000100 loss_class: 0.723827 loss_bbox: 0.124351 loss_giou: 0.495742 loss_class_aux: 4.482395 loss_bbox_aux: 0.805763 loss_giou_aux: 3.134106 loss_class_dn: 0.357699 loss_bbox_dn: 0.116761 loss_giou_dn: 0.400352 loss_class_aux_dn: 1.950086 loss_bbox_aux_dn: 0.714722 loss_giou_aux_dn: 2.278316 loss: 16.061697 eta: 36 days, 20:15:26 batch_cost: 0.8837 data_cost: 0.0306 ips: 9.0529 images/s [07/22 21:28:43] ppdet.engine INFO: Epoch: [5] [16300/54024] learning_rate: 0.000100 loss_class: 0.763728 loss_bbox: 0.119330 loss_giou: 0.544923 loss_class_aux: 4.703192 loss_bbox_aux: 0.779288 loss_giou_aux: 3.365867 loss_class_dn: 0.379963 loss_bbox_dn: 0.117515 loss_giou_dn: 0.423225 loss_class_aux_dn: 2.065041 loss_bbox_aux_dn: 0.707750 loss_giou_aux_dn: 2.413526 loss: 16.609540 eta: 36 days, 20:13:15 batch_cost: 0.8688 data_cost: 0.0336 ips: 9.2084 images/s [07/22 21:30:19] ppdet.engine INFO: Epoch: [5] [16400/54024] learning_rate: 0.000100 loss_class: 0.663151 loss_bbox: 0.111312 loss_giou: 0.452859 loss_class_aux: 4.174356 loss_bbox_aux: 0.749541 loss_giou_aux: 2.822737 loss_class_dn: 0.348059 loss_bbox_dn: 0.115692 loss_giou_dn: 0.388209 loss_class_aux_dn: 1.889993 loss_bbox_aux_dn: 0.712933 loss_giou_aux_dn: 2.202777 loss: 15.057204 eta: 36 days, 20:13:02 batch_cost: 0.9093 data_cost: 0.0015 ips: 8.7978 images/s [07/22 21:31:48] ppdet.engine INFO: Epoch: [5] [16500/54024] learning_rate: 0.000100 loss_class: 0.733919 loss_bbox: 0.124443 loss_giou: 0.552243 loss_class_aux: 4.489920 loss_bbox_aux: 0.793589 loss_giou_aux: 3.481764 loss_class_dn: 0.383010 loss_bbox_dn: 0.120926 loss_giou_dn: 0.452588 loss_class_aux_dn: 2.055087 loss_bbox_aux_dn: 0.747536 loss_giou_aux_dn: 2.532925 loss: 16.695895 eta: 36 days, 20:09:09 batch_cost: 0.8334 data_cost: 0.0012 ips: 9.5993 images/s [07/22 21:33:19] ppdet.engine INFO: Epoch: [5] [16600/54024] learning_rate: 0.000100 loss_class: 0.726710 loss_bbox: 0.120654 loss_giou: 0.522534 loss_class_aux: 4.428391 loss_bbox_aux: 0.805514 loss_giou_aux: 3.256134 loss_class_dn: 0.349808 loss_bbox_dn: 0.115036 loss_giou_dn: 0.418300 loss_class_aux_dn: 1.909880 loss_bbox_aux_dn: 0.702439 loss_giou_aux_dn: 2.325716 loss: 15.717432 eta: 36 days, 20:06:14 batch_cost: 0.8537 data_cost: 0.0116 ips: 9.3714 images/s [07/22 21:34:56] ppdet.engine INFO: Epoch: [5] [16700/54024] learning_rate: 0.000100 loss_class: 0.728314 loss_bbox: 0.114898 loss_giou: 0.511289 loss_class_aux: 4.526404 loss_bbox_aux: 0.762736 loss_giou_aux: 3.196681 loss_class_dn: 0.364797 loss_bbox_dn: 0.113175 loss_giou_dn: 0.408867 loss_class_aux_dn: 1.981079 loss_bbox_aux_dn: 0.683270 loss_giou_aux_dn: 2.275624 loss: 15.760990 eta: 36 days, 20:06:26 batch_cost: 0.9179 data_cost: 0.0011 ips: 8.7152 images/s [07/22 21:36:31] ppdet.engine INFO: Epoch: [5] [16800/54024] learning_rate: 0.000100 loss_class: 0.713488 loss_bbox: 0.120380 loss_giou: 0.540205 loss_class_aux: 4.448748 loss_bbox_aux: 0.787361 loss_giou_aux: 3.352870 loss_class_dn: 0.354128 loss_bbox_dn: 0.111139 loss_giou_dn: 0.416687 loss_class_aux_dn: 1.903555 loss_bbox_aux_dn: 0.718346 loss_giou_aux_dn: 2.319999 loss: 15.021976 eta: 36 days, 20:06:03 batch_cost: 0.9061 data_cost: 0.0019 ips: 8.8295 images/s [07/22 21:38:04] ppdet.engine INFO: Epoch: [5] [16900/54024] learning_rate: 0.000100 loss_class: 0.712295 loss_bbox: 0.116835 loss_giou: 0.517340 loss_class_aux: 4.394980 loss_bbox_aux: 0.754274 loss_giou_aux: 3.335951 loss_class_dn: 0.352686 loss_bbox_dn: 0.111729 loss_giou_dn: 0.403567 loss_class_aux_dn: 1.909632 loss_bbox_aux_dn: 0.654501 loss_giou_aux_dn: 2.262325 loss: 15.880177 eta: 36 days, 20:04:06 batch_cost: 0.8735 data_cost: 0.0678 ips: 9.1586 images/s [07/22 21:39:43] ppdet.engine INFO: Epoch: [5] [17000/54024] learning_rate: 0.000100 loss_class: 0.694758 loss_bbox: 0.113456 loss_giou: 0.539187 loss_class_aux: 4.340073 loss_bbox_aux: 0.745392 loss_giou_aux: 3.292629 loss_class_dn: 0.358774 loss_bbox_dn: 0.119217 loss_giou_dn: 0.421084 loss_class_aux_dn: 1.940874 loss_bbox_aux_dn: 0.726184 loss_giou_aux_dn: 2.367184 loss: 15.979152 eta: 36 days, 20:05:09 batch_cost: 0.9359 data_cost: 0.0011 ips: 8.5479 images/s [07/22 21:41:11] ppdet.engine INFO: Epoch: [5] [17100/54024] learning_rate: 0.000100 loss_class: 0.737518 loss_bbox: 0.115612 loss_giou: 0.528764 loss_class_aux: 4.564934 loss_bbox_aux: 0.782260 loss_giou_aux: 3.275612 loss_class_dn: 0.370559 loss_bbox_dn: 0.113024 loss_giou_dn: 0.410465 loss_class_aux_dn: 1.991209 loss_bbox_aux_dn: 0.697629 loss_giou_aux_dn: 2.358124 loss: 15.869134 eta: 36 days, 20:01:19 batch_cost: 0.8343 data_cost: 0.0012 ips: 9.5891 images/s [07/22 21:42:38] ppdet.engine INFO: Epoch: [5] [17200/54024] learning_rate: 0.000100 loss_class: 0.717933 loss_bbox: 0.120386 loss_giou: 0.511476 loss_class_aux: 4.473767 loss_bbox_aux: 0.780871 loss_giou_aux: 3.160244 loss_class_dn: 0.349418 loss_bbox_dn: 0.116980 loss_giou_dn: 0.398961 loss_class_aux_dn: 1.919837 loss_bbox_aux_dn: 0.701092 loss_giou_aux_dn: 2.260834 loss: 15.429806 eta: 36 days, 19:56:48 batch_cost: 0.8200 data_cost: 0.0178 ips: 9.7563 images/s [07/22 21:44:14] ppdet.engine INFO: Epoch: [5] [17300/54024] learning_rate: 0.000100 loss_class: 0.707917 loss_bbox: 0.116477 loss_giou: 0.439925 loss_class_aux: 4.410158 loss_bbox_aux: 0.779169 loss_giou_aux: 2.725645 loss_class_dn: 0.332732 loss_bbox_dn: 0.120592 loss_giou_dn: 0.368380 loss_class_aux_dn: 1.839958 loss_bbox_aux_dn: 0.713693 loss_giou_aux_dn: 2.050927 loss: 14.457830 eta: 36 days, 19:56:20 batch_cost: 0.9043 data_cost: 0.0011 ips: 8.8466 images/s [07/22 21:45:53] ppdet.engine INFO: Epoch: [5] [17400/54024] learning_rate: 0.000100 loss_class: 0.751873 loss_bbox: 0.117151 loss_giou: 0.538604 loss_class_aux: 4.676760 loss_bbox_aux: 0.774483 loss_giou_aux: 3.365272 loss_class_dn: 0.363508 loss_bbox_dn: 0.111525 loss_giou_dn: 0.421061 loss_class_aux_dn: 1.969906 loss_bbox_aux_dn: 0.710432 loss_giou_aux_dn: 2.363245 loss: 16.138780 eta: 36 days, 19:57:54 batch_cost: 0.9469 data_cost: 0.0101 ips: 8.4483 images/s [07/22 21:47:23] ppdet.engine INFO: Epoch: [5] [17500/54024] learning_rate: 0.000100 loss_class: 0.717946 loss_bbox: 0.115740 loss_giou: 0.523775 loss_class_aux: 4.429525 loss_bbox_aux: 0.755488 loss_giou_aux: 3.254476 loss_class_dn: 0.356813 loss_bbox_dn: 0.111850 loss_giou_dn: 0.411958 loss_class_aux_dn: 1.918074 loss_bbox_aux_dn: 0.685286 loss_giou_aux_dn: 2.324027 loss: 15.514776 eta: 36 days, 19:54:48 batch_cost: 0.8491 data_cost: 0.0011 ips: 9.4213 images/s [07/22 21:48:54] ppdet.engine INFO: Epoch: [5] [17600/54024] learning_rate: 0.000100 loss_class: 0.686350 loss_bbox: 0.120015 loss_giou: 0.514567 loss_class_aux: 4.386190 loss_bbox_aux: 0.806231 loss_giou_aux: 3.228282 loss_class_dn: 0.353275 loss_bbox_dn: 0.112148 loss_giou_dn: 0.403248 loss_class_aux_dn: 1.924950 loss_bbox_aux_dn: 0.697634 loss_giou_aux_dn: 2.305246 loss: 15.561852 eta: 36 days, 19:51:46 batch_cost: 0.8510 data_cost: 0.0012 ips: 9.4006 images/s [07/22 21:50:27] ppdet.engine INFO: Epoch: [5] [17700/54024] learning_rate: 0.000100 loss_class: 0.684577 loss_bbox: 0.113573 loss_giou: 0.531073 loss_class_aux: 4.293559 loss_bbox_aux: 0.739365 loss_giou_aux: 3.311962 loss_class_dn: 0.361970 loss_bbox_dn: 0.111525 loss_giou_dn: 0.422420 loss_class_aux_dn: 1.919573 loss_bbox_aux_dn: 0.673311 loss_giou_aux_dn: 2.382649 loss: 15.817378 eta: 36 days, 19:50:16 batch_cost: 0.8827 data_cost: 0.0342 ips: 9.0634 images/s [07/22 21:52:00] ppdet.engine INFO: Epoch: [5] [17800/54024] learning_rate: 0.000100 loss_class: 0.687746 loss_bbox: 0.120334 loss_giou: 0.512392 loss_class_aux: 4.261818 loss_bbox_aux: 0.796293 loss_giou_aux: 3.226353 loss_class_dn: 0.356602 loss_bbox_dn: 0.118603 loss_giou_dn: 0.420195 loss_class_aux_dn: 1.940092 loss_bbox_aux_dn: 0.738343 loss_giou_aux_dn: 2.365217 loss: 16.037366 eta: 36 days, 19:48:29 batch_cost: 0.8769 data_cost: 0.0017 ips: 9.1225 images/s [07/22 21:53:25] ppdet.engine INFO: Epoch: [5] [17900/54024] learning_rate: 0.000100 loss_class: 0.699356 loss_bbox: 0.122769 loss_giou: 0.541190 loss_class_aux: 4.348228 loss_bbox_aux: 0.796733 loss_giou_aux: 3.389264 loss_class_dn: 0.366030 loss_bbox_dn: 0.111445 loss_giou_dn: 0.427801 loss_class_aux_dn: 1.947486 loss_bbox_aux_dn: 0.701485 loss_giou_aux_dn: 2.409121 loss: 16.798515 eta: 36 days, 19:42:45 batch_cost: 0.7938 data_cost: 0.0137 ips: 10.0785 images/s [07/22 21:54:54] ppdet.engine INFO: Epoch: [5] [18000/54024] learning_rate: 0.000100 loss_class: 0.735615 loss_bbox: 0.122571 loss_giou: 0.564075 loss_class_aux: 4.679783 loss_bbox_aux: 0.798982 loss_giou_aux: 3.536554 loss_class_dn: 0.372011 loss_bbox_dn: 0.117544 loss_giou_dn: 0.440939 loss_class_aux_dn: 2.018012 loss_bbox_aux_dn: 0.716852 loss_giou_aux_dn: 2.490764 loss: 16.668818 eta: 36 days, 19:39:01 batch_cost: 0.8359 data_cost: 0.0196 ips: 9.5702 images/s [07/22 21:56:19] ppdet.engine INFO: Epoch: [5] [18100/54024] learning_rate: 0.000100 loss_class: 0.716062 loss_bbox: 0.114363 loss_giou: 0.520345 loss_class_aux: 4.428255 loss_bbox_aux: 0.759748 loss_giou_aux: 3.318014 loss_class_dn: 0.365496 loss_bbox_dn: 0.117258 loss_giou_dn: 0.419288 loss_class_aux_dn: 1.938898 loss_bbox_aux_dn: 0.716642 loss_giou_aux_dn: 2.364980 loss: 15.990355 eta: 36 days, 19:34:04 batch_cost: 0.8099 data_cost: 0.0029 ips: 9.8775 images/s [07/22 21:58:02] ppdet.engine INFO: Epoch: [5] [18200/54024] learning_rate: 0.000100 loss_class: 0.675944 loss_bbox: 0.109434 loss_giou: 0.475223 loss_class_aux: 4.245049 loss_bbox_aux: 0.708921 loss_giou_aux: 2.949459 loss_class_dn: 0.332114 loss_bbox_dn: 0.115503 loss_giou_dn: 0.379272 loss_class_aux_dn: 1.814458 loss_bbox_aux_dn: 0.695166 loss_giou_aux_dn: 2.154528 loss: 14.415651 eta: 36 days, 19:36:59 batch_cost: 0.9755 data_cost: 0.0011 ips: 8.2008 images/s [07/22 21:59:27] ppdet.engine INFO: Epoch: [5] [18300/54024] learning_rate: 0.000100 loss_class: 0.738298 loss_bbox: 0.119865 loss_giou: 0.588106 loss_class_aux: 4.639808 loss_bbox_aux: 0.791773 loss_giou_aux: 3.607142 loss_class_dn: 0.369510 loss_bbox_dn: 0.107386 loss_giou_dn: 0.434648 loss_class_aux_dn: 1.987046 loss_bbox_aux_dn: 0.650422 loss_giou_aux_dn: 2.474478 loss: 16.747578 eta: 36 days, 19:31:32 batch_cost: 0.7998 data_cost: 0.0011 ips: 10.0027 images/s [07/22 22:00:58] ppdet.engine INFO: Epoch: [5] [18400/54024] learning_rate: 0.000100 loss_class: 0.697197 loss_bbox: 0.120171 loss_giou: 0.499513 loss_class_aux: 4.338631 loss_bbox_aux: 0.773544 loss_giou_aux: 3.172668 loss_class_dn: 0.347010 loss_bbox_dn: 0.119153 loss_giou_dn: 0.406684 loss_class_aux_dn: 1.891364 loss_bbox_aux_dn: 0.736095 loss_giou_aux_dn: 2.344700 loss: 15.747141 eta: 36 days, 19:28:52 batch_cost: 0.8581 data_cost: 0.0011 ips: 9.3230 images/s [07/22 22:02:35] ppdet.engine INFO: Epoch: [5] [18500/54024] learning_rate: 0.000100 loss_class: 0.684499 loss_bbox: 0.109506 loss_giou: 0.499008 loss_class_aux: 4.273697 loss_bbox_aux: 0.715386 loss_giou_aux: 3.127398 loss_class_dn: 0.340487 loss_bbox_dn: 0.113806 loss_giou_dn: 0.385362 loss_class_aux_dn: 1.829985 loss_bbox_aux_dn: 0.683592 loss_giou_aux_dn: 2.169109 loss: 15.111101 eta: 36 days, 19:29:15 batch_cost: 0.9222 data_cost: 0.0011 ips: 8.6752 images/s [07/22 22:04:10] ppdet.engine INFO: Epoch: [5] [18600/54024] learning_rate: 0.000100 loss_class: 0.737198 loss_bbox: 0.126026 loss_giou: 0.570127 loss_class_aux: 4.541896 loss_bbox_aux: 0.812266 loss_giou_aux: 3.567145 loss_class_dn: 0.373657 loss_bbox_dn: 0.111697 loss_giou_dn: 0.450579 loss_class_aux_dn: 2.006122 loss_bbox_aux_dn: 0.691297 loss_giou_aux_dn: 2.511470 loss: 16.602961 eta: 36 days, 19:28:30 batch_cost: 0.8985 data_cost: 0.0298 ips: 8.9038 images/s [07/22 22:05:39] ppdet.engine INFO: Epoch: [5] [18700/54024] learning_rate: 0.000100 loss_class: 0.687560 loss_bbox: 0.108685 loss_giou: 0.485155 loss_class_aux: 4.336724 loss_bbox_aux: 0.724257 loss_giou_aux: 3.013291 loss_class_dn: 0.344961 loss_bbox_dn: 0.114518 loss_giou_dn: 0.380078 loss_class_aux_dn: 1.850320 loss_bbox_aux_dn: 0.687652 loss_giou_aux_dn: 2.171930 loss: 14.711957 eta: 36 days, 19:24:51 batch_cost: 0.8371 data_cost: 0.0011 ips: 9.5569 images/s [07/22 22:07:25] ppdet.engine INFO: Epoch: [5] [18800/54024] learning_rate: 0.000100 loss_class: 0.647231 loss_bbox: 0.114908 loss_giou: 0.511391 loss_class_aux: 4.018205 loss_bbox_aux: 0.754312 loss_giou_aux: 3.191377 loss_class_dn: 0.338296 loss_bbox_dn: 0.107295 loss_giou_dn: 0.402352 loss_class_aux_dn: 1.769622 loss_bbox_aux_dn: 0.655378 loss_giou_aux_dn: 2.269634 loss: 15.152564 eta: 36 days, 19:29:05 batch_cost: 1.0038 data_cost: 0.0018 ips: 7.9698 images/s [07/22 22:09:03] ppdet.engine INFO: Epoch: [5] [18900/54024] learning_rate: 0.000100 loss_class: 0.694501 loss_bbox: 0.123903 loss_giou: 0.567731 loss_class_aux: 4.393709 loss_bbox_aux: 0.810778 loss_giou_aux: 3.579975 loss_class_dn: 0.361513 loss_bbox_dn: 0.119433 loss_giou_dn: 0.417609 loss_class_aux_dn: 1.947334 loss_bbox_aux_dn: 0.723272 loss_giou_aux_dn: 2.322544 loss: 16.552955 eta: 36 days, 19:30:03 batch_cost: 0.9350 data_cost: 0.0688 ips: 8.5564 images/s [07/22 22:10:42] ppdet.engine INFO: Epoch: [5] [19000/54024] learning_rate: 0.000100 loss_class: 0.663814 loss_bbox: 0.114072 loss_giou: 0.485884 loss_class_aux: 4.167422 loss_bbox_aux: 0.762794 loss_giou_aux: 3.079796 loss_class_dn: 0.332211 loss_bbox_dn: 0.112695 loss_giou_dn: 0.386984 loss_class_aux_dn: 1.799319 loss_bbox_aux_dn: 0.673061 loss_giou_aux_dn: 2.197807 loss: 15.008662 eta: 36 days, 19:31:07 batch_cost: 0.9371 data_cost: 0.0103 ips: 8.5367 images/s [07/22 22:12:22] ppdet.engine INFO: Epoch: [5] [19100/54024] learning_rate: 0.000100 loss_class: 0.680309 loss_bbox: 0.120674 loss_giou: 0.538021 loss_class_aux: 4.227092 loss_bbox_aux: 0.779304 loss_giou_aux: 3.399878 loss_class_dn: 0.361984 loss_bbox_dn: 0.110990 loss_giou_dn: 0.419224 loss_class_aux_dn: 1.928096 loss_bbox_aux_dn: 0.673777 loss_giou_aux_dn: 2.343048 loss: 15.970228 eta: 36 days, 19:32:38 batch_cost: 0.9466 data_cost: 0.0137 ips: 8.4513 images/s [07/22 22:14:01] ppdet.engine INFO: Epoch: [5] [19200/54024] learning_rate: 0.000100 loss_class: 0.709780 loss_bbox: 0.111902 loss_giou: 0.517593 loss_class_aux: 4.494422 loss_bbox_aux: 0.737510 loss_giou_aux: 3.288496 loss_class_dn: 0.360092 loss_bbox_dn: 0.105390 loss_giou_dn: 0.402046 loss_class_aux_dn: 1.899209 loss_bbox_aux_dn: 0.636159 loss_giou_aux_dn: 2.251637 loss: 16.097264 eta: 36 days, 19:33:40 batch_cost: 0.9367 data_cost: 0.0011 ips: 8.5409 images/s [07/22 22:15:52] ppdet.engine INFO: Epoch: [5] [19300/54024] learning_rate: 0.000100 loss_class: 0.700725 loss_bbox: 0.114765 loss_giou: 0.570883 loss_class_aux: 4.346904 loss_bbox_aux: 0.774483 loss_giou_aux: 3.624829 loss_class_dn: 0.355153 loss_bbox_dn: 0.109467 loss_giou_dn: 0.418511 loss_class_aux_dn: 1.906533 loss_bbox_aux_dn: 0.692040 loss_giou_aux_dn: 2.337132 loss: 15.963352 eta: 36 days, 19:40:30 batch_cost: 1.0598 data_cost: 0.0012 ips: 7.5487 images/s [07/22 22:17:19] ppdet.engine INFO: Epoch: [5] [19400/54024] learning_rate: 0.000100 loss_class: 0.725014 loss_bbox: 0.121215 loss_giou: 0.507432 loss_class_aux: 4.547572 loss_bbox_aux: 0.814643 loss_giou_aux: 3.179870 loss_class_dn: 0.369552 loss_bbox_dn: 0.115608 loss_giou_dn: 0.386893 loss_class_aux_dn: 1.976684 loss_bbox_aux_dn: 0.713361 loss_giou_aux_dn: 2.201570 loss: 15.967574 eta: 36 days, 19:36:13 batch_cost: 0.8237 data_cost: 0.0012 ips: 9.7128 images/s [07/22 22:18:55] ppdet.engine INFO: Epoch: [5] [19500/54024] learning_rate: 0.000100 loss_class: 0.720750 loss_bbox: 0.124677 loss_giou: 0.561064 loss_class_aux: 4.420584 loss_bbox_aux: 0.820515 loss_giou_aux: 3.492348 loss_class_dn: 0.377184 loss_bbox_dn: 0.115521 loss_giou_dn: 0.435420 loss_class_aux_dn: 2.025992 loss_bbox_aux_dn: 0.709204 loss_giou_aux_dn: 2.446746 loss: 16.791731 eta: 36 days, 19:36:01 batch_cost: 0.9106 data_cost: 0.0690 ips: 8.7854 images/s [07/22 22:20:22] ppdet.engine INFO: Epoch: [5] [19600/54024] learning_rate: 0.000100 loss_class: 0.670801 loss_bbox: 0.119223 loss_giou: 0.486805 loss_class_aux: 4.296805 loss_bbox_aux: 0.778021 loss_giou_aux: 3.085956 loss_class_dn: 0.344449 loss_bbox_dn: 0.119325 loss_giou_dn: 0.397919 loss_class_aux_dn: 1.869386 loss_bbox_aux_dn: 0.703313 loss_giou_aux_dn: 2.256460 loss: 15.392973 eta: 36 days, 19:31:36 batch_cost: 0.8210 data_cost: 0.0217 ips: 9.7439 images/s [07/22 22:21:58] ppdet.engine INFO: Epoch: [5] [19700/54024] learning_rate: 0.000100 loss_class: 0.694090 loss_bbox: 0.114942 loss_giou: 0.493529 loss_class_aux: 4.337676 loss_bbox_aux: 0.742072 loss_giou_aux: 3.123945 loss_class_dn: 0.338298 loss_bbox_dn: 0.104961 loss_giou_dn: 0.387951 loss_class_aux_dn: 1.808546 loss_bbox_aux_dn: 0.633112 loss_giou_aux_dn: 2.187142 loss: 15.302631 eta: 36 days, 19:31:24 batch_cost: 0.9105 data_cost: 0.0015 ips: 8.7863 images/s [07/22 22:23:25] ppdet.engine INFO: Epoch: [5] [19800/54024] learning_rate: 0.000100 loss_class: 0.668859 loss_bbox: 0.114844 loss_giou: 0.479183 loss_class_aux: 4.196206 loss_bbox_aux: 0.758257 loss_giou_aux: 2.990235 loss_class_dn: 0.333348 loss_bbox_dn: 0.110497 loss_giou_dn: 0.381262 loss_class_aux_dn: 1.825570 loss_bbox_aux_dn: 0.678527 loss_giou_aux_dn: 2.157684 loss: 14.642073 eta: 36 days, 19:26:44 batch_cost: 0.8156 data_cost: 0.0012 ips: 9.8092 images/s [07/22 22:24:55] ppdet.engine INFO: Epoch: [5] [19900/54024] learning_rate: 0.000100 loss_class: 0.689495 loss_bbox: 0.120651 loss_giou: 0.491257 loss_class_aux: 4.333344 loss_bbox_aux: 0.786024 loss_giou_aux: 3.118958 loss_class_dn: 0.366386 loss_bbox_dn: 0.116085 loss_giou_dn: 0.412785 loss_class_aux_dn: 1.985618 loss_bbox_aux_dn: 0.696900 loss_giou_aux_dn: 2.350026 loss: 15.823080 eta: 36 days, 19:23:14 batch_cost: 0.8402 data_cost: 0.0011 ips: 9.5218 images/s [07/22 22:26:34] ppdet.engine INFO: Epoch: [5] [20000/54024] learning_rate: 0.000100 loss_class: 0.735998 loss_bbox: 0.119061 loss_giou: 0.562124 loss_class_aux: 4.516991 loss_bbox_aux: 0.791304 loss_giou_aux: 3.549830 loss_class_dn: 0.383237 loss_bbox_dn: 0.118919 loss_giou_dn: 0.445943 loss_class_aux_dn: 1.995555 loss_bbox_aux_dn: 0.718803 loss_giou_aux_dn: 2.464193 loss: 16.292965 eta: 36 days, 19:24:30 batch_cost: 0.9420 data_cost: 0.0011 ips: 8.4926 images/s [07/22 22:28:08] ppdet.engine INFO: Epoch: [5] [20100/54024] learning_rate: 0.000100 loss_class: 0.715804 loss_bbox: 0.120638 loss_giou: 0.562983 loss_class_aux: 4.425050 loss_bbox_aux: 0.783602 loss_giou_aux: 3.556089 loss_class_dn: 0.382164 loss_bbox_dn: 0.104695 loss_giou_dn: 0.440897 loss_class_aux_dn: 2.034356 loss_bbox_aux_dn: 0.654003 loss_giou_aux_dn: 2.499577 loss: 16.807192 eta: 36 days, 19:23:12 batch_cost: 0.8872 data_cost: 0.0011 ips: 9.0168 images/s [07/22 22:29:39] ppdet.engine INFO: Epoch: [5] [20200/54024] learning_rate: 0.000100 loss_class: 0.689197 loss_bbox: 0.114613 loss_giou: 0.514080 loss_class_aux: 4.233135 loss_bbox_aux: 0.757407 loss_giou_aux: 3.253063 loss_class_dn: 0.363349 loss_bbox_dn: 0.109144 loss_giou_dn: 0.407777 loss_class_aux_dn: 1.940853 loss_bbox_aux_dn: 0.664253 loss_giou_aux_dn: 2.285345 loss: 15.469320 eta: 36 days, 19:20:35 batch_cost: 0.8590 data_cost: 0.0012 ips: 9.3129 images/s [07/22 22:31:17] ppdet.engine INFO: Epoch: [5] [20300/54024] learning_rate: 0.000100 loss_class: 0.719047 loss_bbox: 0.127452 loss_giou: 0.500527 loss_class_aux: 4.427085 loss_bbox_aux: 0.821359 loss_giou_aux: 3.170210 loss_class_dn: 0.344996 loss_bbox_dn: 0.120436 loss_giou_dn: 0.393512 loss_class_aux_dn: 1.874917 loss_bbox_aux_dn: 0.750274 loss_giou_aux_dn: 2.220164 loss: 15.189364 eta: 36 days, 19:21:06 batch_cost: 0.9261 data_cost: 0.0015 ips: 8.6384 images/s [07/22 22:32:47] ppdet.engine INFO: Epoch: [5] [20400/54024] learning_rate: 0.000100 loss_class: 0.668597 loss_bbox: 0.119468 loss_giou: 0.482078 loss_class_aux: 4.177554 loss_bbox_aux: 0.790774 loss_giou_aux: 3.004533 loss_class_dn: 0.345395 loss_bbox_dn: 0.121748 loss_giou_dn: 0.370601 loss_class_aux_dn: 1.884350 loss_bbox_aux_dn: 0.728067 loss_giou_aux_dn: 2.093280 loss: 15.203378 eta: 36 days, 19:18:24 batch_cost: 0.8571 data_cost: 0.0011 ips: 9.3340 images/s [07/22 22:34:15] ppdet.engine INFO: Epoch: [5] [20500/54024] learning_rate: 0.000100 loss_class: 0.748794 loss_bbox: 0.131439 loss_giou: 0.534402 loss_class_aux: 4.652150 loss_bbox_aux: 0.832690 loss_giou_aux: 3.368098 loss_class_dn: 0.369286 loss_bbox_dn: 0.113875 loss_giou_dn: 0.424148 loss_class_aux_dn: 1.993156 loss_bbox_aux_dn: 0.715656 loss_giou_aux_dn: 2.389567 loss: 16.067551 eta: 36 days, 19:14:08 batch_cost: 0.8237 data_cost: 0.0011 ips: 9.7121 images/s [07/22 22:35:45] ppdet.engine INFO: Epoch: [5] [20600/54024] learning_rate: 0.000100 loss_class: 0.685121 loss_bbox: 0.105548 loss_giou: 0.516987 loss_class_aux: 4.277431 loss_bbox_aux: 0.692981 loss_giou_aux: 3.251218 loss_class_dn: 0.337875 loss_bbox_dn: 0.102942 loss_giou_dn: 0.412389 loss_class_aux_dn: 1.825955 loss_bbox_aux_dn: 0.654836 loss_giou_aux_dn: 2.289447 loss: 15.469761 eta: 36 days, 19:10:44 batch_cost: 0.8421 data_cost: 0.0405 ips: 9.4999 images/s [07/22 22:37:25] ppdet.engine INFO: Epoch: [5] [20700/54024] learning_rate: 0.000100 loss_class: 0.714915 loss_bbox: 0.111354 loss_giou: 0.503997 loss_class_aux: 4.471103 loss_bbox_aux: 0.729960 loss_giou_aux: 3.170535 loss_class_dn: 0.354363 loss_bbox_dn: 0.112435 loss_giou_dn: 0.404364 loss_class_aux_dn: 1.916855 loss_bbox_aux_dn: 0.695013 loss_giou_aux_dn: 2.296271 loss: 15.485625 eta: 36 days, 19:12:40 batch_cost: 0.9564 data_cost: 0.0253 ips: 8.3644 images/s [07/22 22:38:58] ppdet.engine INFO: Epoch: [5] [20800/54024] learning_rate: 0.000100 loss_class: 0.678047 loss_bbox: 0.113294 loss_giou: 0.489373 loss_class_aux: 4.263778 loss_bbox_aux: 0.761161 loss_giou_aux: 3.075611 loss_class_dn: 0.344180 loss_bbox_dn: 0.107159 loss_giou_dn: 0.398963 loss_class_aux_dn: 1.843635 loss_bbox_aux_dn: 0.665799 loss_giou_aux_dn: 2.228154 loss: 14.983297 eta: 36 days, 19:10:49 batch_cost: 0.8755 data_cost: 0.0530 ips: 9.1378 images/s [07/22 22:40:25] ppdet.engine INFO: Epoch: [5] [20900/54024] learning_rate: 0.000100 loss_class: 0.705554 loss_bbox: 0.122418 loss_giou: 0.484350 loss_class_aux: 4.463850 loss_bbox_aux: 0.803713 loss_giou_aux: 3.113507 loss_class_dn: 0.375444 loss_bbox_dn: 0.118958 loss_giou_dn: 0.394061 loss_class_aux_dn: 2.001959 loss_bbox_aux_dn: 0.716133 loss_giou_aux_dn: 2.244441 loss: 16.188965 eta: 36 days, 19:06:22 batch_cost: 0.8196 data_cost: 0.0012 ips: 9.7612 images/s [07/22 22:41:57] ppdet.engine INFO: Epoch: [5] [21000/54024] learning_rate: 0.000100 loss_class: 0.735514 loss_bbox: 0.123179 loss_giou: 0.577192 loss_class_aux: 4.591654 loss_bbox_aux: 0.800059 loss_giou_aux: 3.650594 loss_class_dn: 0.366780 loss_bbox_dn: 0.116455 loss_giou_dn: 0.434817 loss_class_aux_dn: 1.974292 loss_bbox_aux_dn: 0.705605 loss_giou_aux_dn: 2.430724 loss: 16.468102 eta: 36 days, 19:04:13 batch_cost: 0.8689 data_cost: 0.0011 ips: 9.2074 images/s [07/22 22:43:27] ppdet.engine INFO: Epoch: [5] [21100/54024] learning_rate: 0.000100 loss_class: 0.695886 loss_bbox: 0.105742 loss_giou: 0.480439 loss_class_aux: 4.313074 loss_bbox_aux: 0.713400 loss_giou_aux: 2.971607 loss_class_dn: 0.340949 loss_bbox_dn: 0.109011 loss_giou_dn: 0.395099 loss_class_aux_dn: 1.831750 loss_bbox_aux_dn: 0.677138 loss_giou_aux_dn: 2.240656 loss: 14.788325 eta: 36 days, 19:00:57 batch_cost: 0.8447 data_cost: 0.0131 ips: 9.4704 images/s [07/22 22:45:01] ppdet.engine INFO: Epoch: [5] [21200/54024] learning_rate: 0.000100 loss_class: 0.723468 loss_bbox: 0.118639 loss_giou: 0.480804 loss_class_aux: 4.457082 loss_bbox_aux: 0.791110 loss_giou_aux: 3.015462 loss_class_dn: 0.356920 loss_bbox_dn: 0.113092 loss_giou_dn: 0.395494 loss_class_aux_dn: 1.921737 loss_bbox_aux_dn: 0.713809 loss_giou_aux_dn: 2.192194 loss: 15.582023 eta: 36 days, 18:59:50 batch_cost: 0.8908 data_cost: 0.0014 ips: 8.9802 images/s [07/22 22:46:38] ppdet.engine INFO: Epoch: [5] [21300/54024] learning_rate: 0.000100 loss_class: 0.674530 loss_bbox: 0.116381 loss_giou: 0.457921 loss_class_aux: 4.206563 loss_bbox_aux: 0.748328 loss_giou_aux: 2.859604 loss_class_dn: 0.341025 loss_bbox_dn: 0.113317 loss_giou_dn: 0.373850 loss_class_aux_dn: 1.830535 loss_bbox_aux_dn: 0.687360 loss_giou_aux_dn: 2.104969 loss: 14.784837 eta: 36 days, 18:59:56 batch_cost: 0.9173 data_cost: 0.0011 ips: 8.7210 images/s [07/22 22:48:23] ppdet.engine INFO: Epoch: [5] [21400/54024] learning_rate: 0.000100 loss_class: 0.714810 loss_bbox: 0.116199 loss_giou: 0.531672 loss_class_aux: 4.450266 loss_bbox_aux: 0.766328 loss_giou_aux: 3.347126 loss_class_dn: 0.365057 loss_bbox_dn: 0.102024 loss_giou_dn: 0.414753 loss_class_aux_dn: 1.957939 loss_bbox_aux_dn: 0.637688 loss_giou_aux_dn: 2.349026 loss: 15.578780 eta: 36 days, 19:03:48 batch_cost: 0.9989 data_cost: 0.0012 ips: 8.0087 images/s [07/22 22:50:00] ppdet.engine INFO: Epoch: [5] [21500/54024] learning_rate: 0.000100 loss_class: 0.680926 loss_bbox: 0.113528 loss_giou: 0.471130 loss_class_aux: 4.188617 loss_bbox_aux: 0.748632 loss_giou_aux: 2.957003 loss_class_dn: 0.337207 loss_bbox_dn: 0.109956 loss_giou_dn: 0.377607 loss_class_aux_dn: 1.812763 loss_bbox_aux_dn: 0.662365 loss_giou_aux_dn: 2.106715 loss: 15.102428 eta: 36 days, 19:03:54 batch_cost: 0.9173 data_cost: 0.0438 ips: 8.7209 images/s [07/22 22:51:28] ppdet.engine INFO: Epoch: [5] [21600/54024] learning_rate: 0.000100 loss_class: 0.712468 loss_bbox: 0.111844 loss_giou: 0.495019 loss_class_aux: 4.487984 loss_bbox_aux: 0.728254 loss_giou_aux: 3.099447 loss_class_dn: 0.348639 loss_bbox_dn: 0.111071 loss_giou_dn: 0.406993 loss_class_aux_dn: 1.859271 loss_bbox_aux_dn: 0.663827 loss_giou_aux_dn: 2.261268 loss: 15.589145 eta: 36 days, 18:59:59 batch_cost: 0.8307 data_cost: 0.0011 ips: 9.6304 images/s [07/22 22:53:17] ppdet.engine INFO: Epoch: [5] [21700/54024] learning_rate: 0.000100 loss_class: 0.690190 loss_bbox: 0.117798 loss_giou: 0.509438 loss_class_aux: 4.356208 loss_bbox_aux: 0.777000 loss_giou_aux: 3.234579 loss_class_dn: 0.346629 loss_bbox_dn: 0.114465 loss_giou_dn: 0.406843 loss_class_aux_dn: 1.866903 loss_bbox_aux_dn: 0.700371 loss_giou_aux_dn: 2.287786 loss: 15.215855 eta: 36 days, 19:05:46 batch_cost: 1.0404 data_cost: 0.0021 ips: 7.6894 images/s [07/22 22:54:57] ppdet.engine INFO: Epoch: [5] [21800/54024] learning_rate: 0.000100 loss_class: 0.718734 loss_bbox: 0.122932 loss_giou: 0.542375 loss_class_aux: 4.481007 loss_bbox_aux: 0.828492 loss_giou_aux: 3.394887 loss_class_dn: 0.364869 loss_bbox_dn: 0.109302 loss_giou_dn: 0.423681 loss_class_aux_dn: 1.985885 loss_bbox_aux_dn: 0.661111 loss_giou_aux_dn: 2.369649 loss: 16.225492 eta: 36 days, 19:07:13 batch_cost: 0.9470 data_cost: 0.0241 ips: 8.4474 images/s [07/22 22:56:49] ppdet.engine INFO: Epoch: [5] [21900/54024] learning_rate: 0.000100 loss_class: 0.696221 loss_bbox: 0.115301 loss_giou: 0.552209 loss_class_aux: 4.324025 loss_bbox_aux: 0.746579 loss_giou_aux: 3.446545 loss_class_dn: 0.355407 loss_bbox_dn: 0.110187 loss_giou_dn: 0.413261 loss_class_aux_dn: 1.901941 loss_bbox_aux_dn: 0.674530 loss_giou_aux_dn: 2.369038 loss: 15.775647 eta: 36 days, 19:13:52 batch_cost: 1.0597 data_cost: 0.0011 ips: 7.5494 images/s [07/22 22:58:16] ppdet.engine INFO: Epoch: [5] [22000/54024] learning_rate: 0.000100 loss_class: 0.668068 loss_bbox: 0.110962 loss_giou: 0.524373 loss_class_aux: 4.131304 loss_bbox_aux: 0.717910 loss_giou_aux: 3.320349 loss_class_dn: 0.349097 loss_bbox_dn: 0.115775 loss_giou_dn: 0.403976 loss_class_aux_dn: 1.840112 loss_bbox_aux_dn: 0.684236 loss_giou_aux_dn: 2.301881 loss: 15.461087 eta: 36 days, 19:09:18 batch_cost: 0.8166 data_cost: 0.0018 ips: 9.7961 images/s [07/22 22:59:46] ppdet.engine INFO: Epoch: [5] [22100/54024] learning_rate: 0.000100 loss_class: 0.713324 loss_bbox: 0.105139 loss_giou: 0.486098 loss_class_aux: 4.443876 loss_bbox_aux: 0.729190 loss_giou_aux: 3.057124 loss_class_dn: 0.345740 loss_bbox_dn: 0.111201 loss_giou_dn: 0.398951 loss_class_aux_dn: 1.886836 loss_bbox_aux_dn: 0.678122 loss_giou_aux_dn: 2.269843 loss: 15.282797 eta: 36 days, 19:06:20 batch_cost: 0.8512 data_cost: 0.0011 ips: 9.3985 images/s [07/22 23:01:16] ppdet.engine INFO: Epoch: [5] [22200/54024] learning_rate: 0.000100 loss_class: 0.703193 loss_bbox: 0.120117 loss_giou: 0.511478 loss_class_aux: 4.329211 loss_bbox_aux: 0.773577 loss_giou_aux: 3.227766 loss_class_dn: 0.364963 loss_bbox_dn: 0.107330 loss_giou_dn: 0.413679 loss_class_aux_dn: 1.951056 loss_bbox_aux_dn: 0.665134 loss_giou_aux_dn: 2.348113 loss: 16.249609 eta: 36 days, 19:03:05 batch_cost: 0.8451 data_cost: 0.0338 ips: 9.4664 images/s [07/22 23:02:48] ppdet.engine INFO: Epoch: [5] [22300/54024] learning_rate: 0.000100 loss_class: 0.705692 loss_bbox: 0.116255 loss_giou: 0.547535 loss_class_aux: 4.416624 loss_bbox_aux: 0.760601 loss_giou_aux: 3.419865 loss_class_dn: 0.362432 loss_bbox_dn: 0.114170 loss_giou_dn: 0.410887 loss_class_aux_dn: 1.923871 loss_bbox_aux_dn: 0.701699 loss_giou_aux_dn: 2.285590 loss: 15.916951 eta: 36 days, 19:01:05 batch_cost: 0.8724 data_cost: 0.0012 ips: 9.1697 images/s [07/22 23:04:17] ppdet.engine INFO: Epoch: [5] [22400/54024] learning_rate: 0.000100 loss_class: 0.712566 loss_bbox: 0.118738 loss_giou: 0.546467 loss_class_aux: 4.389507 loss_bbox_aux: 0.791890 loss_giou_aux: 3.391747 loss_class_dn: 0.367100 loss_bbox_dn: 0.119661 loss_giou_dn: 0.435676 loss_class_aux_dn: 1.972407 loss_bbox_aux_dn: 0.738349 loss_giou_aux_dn: 2.494129 loss: 16.070112 eta: 36 days, 18:57:31 batch_cost: 0.8379 data_cost: 0.0023 ips: 9.5480 images/s [07/22 23:05:46] ppdet.engine INFO: Epoch: [5] [22500/54024] learning_rate: 0.000100 loss_class: 0.718246 loss_bbox: 0.105390 loss_giou: 0.465891 loss_class_aux: 4.483927 loss_bbox_aux: 0.680581 loss_giou_aux: 2.947873 loss_class_dn: 0.356452 loss_bbox_dn: 0.110969 loss_giou_dn: 0.391736 loss_class_aux_dn: 1.931098 loss_bbox_aux_dn: 0.687107 loss_giou_aux_dn: 2.235090 loss: 15.145670 eta: 36 days, 18:53:52 batch_cost: 0.8365 data_cost: 0.0012 ips: 9.5635 images/s [07/22 23:07:15] ppdet.engine INFO: Epoch: [5] [22600/54024] learning_rate: 0.000100 loss_class: 0.749369 loss_bbox: 0.119459 loss_giou: 0.576947 loss_class_aux: 4.647361 loss_bbox_aux: 0.771404 loss_giou_aux: 3.592816 loss_class_dn: 0.379365 loss_bbox_dn: 0.114040 loss_giou_dn: 0.452721 loss_class_aux_dn: 2.036441 loss_bbox_aux_dn: 0.694754 loss_giou_aux_dn: 2.489523 loss: 17.034849 eta: 36 days, 18:50:22 batch_cost: 0.8392 data_cost: 0.0011 ips: 9.5326 images/s [07/22 23:08:37] ppdet.engine INFO: Epoch: [5] [22700/54024] learning_rate: 0.000100 loss_class: 0.740605 loss_bbox: 0.117274 loss_giou: 0.504436 loss_class_aux: 4.589423 loss_bbox_aux: 0.759625 loss_giou_aux: 3.200798 loss_class_dn: 0.350046 loss_bbox_dn: 0.113406 loss_giou_dn: 0.400876 loss_class_aux_dn: 1.886628 loss_bbox_aux_dn: 0.705364 loss_giou_aux_dn: 2.287250 loss: 16.069203 eta: 36 days, 18:44:05 batch_cost: 0.7786 data_cost: 0.0011 ips: 10.2745 images/s [07/22 23:10:14] ppdet.engine INFO: Epoch: [5] [22800/54024] learning_rate: 0.000100 loss_class: 0.705341 loss_bbox: 0.124721 loss_giou: 0.525756 loss_class_aux: 4.438549 loss_bbox_aux: 0.819319 loss_giou_aux: 3.271033 loss_class_dn: 0.356651 loss_bbox_dn: 0.126500 loss_giou_dn: 0.411404 loss_class_aux_dn: 1.951660 loss_bbox_aux_dn: 0.770488 loss_giou_aux_dn: 2.373496 loss: 16.056849 eta: 36 days, 18:43:53 batch_cost: 0.9113 data_cost: 0.0012 ips: 8.7787 images/s [07/22 23:11:44] ppdet.engine INFO: Epoch: [5] [22900/54024] learning_rate: 0.000100 loss_class: 0.698703 loss_bbox: 0.119115 loss_giou: 0.506636 loss_class_aux: 4.387453 loss_bbox_aux: 0.792423 loss_giou_aux: 3.224876 loss_class_dn: 0.368391 loss_bbox_dn: 0.116933 loss_giou_dn: 0.414449 loss_class_aux_dn: 1.965234 loss_bbox_aux_dn: 0.718369 loss_giou_aux_dn: 2.339688 loss: 16.083811 eta: 36 days, 18:41:01 batch_cost: 0.8530 data_cost: 0.0011 ips: 9.3791 images/s [07/22 23:13:20] ppdet.engine INFO: Epoch: [5] [23000/54024] learning_rate: 0.000100 loss_class: 0.703984 loss_bbox: 0.124467 loss_giou: 0.526456 loss_class_aux: 4.378461 loss_bbox_aux: 0.826446 loss_giou_aux: 3.269499 loss_class_dn: 0.361209 loss_bbox_dn: 0.121899 loss_giou_dn: 0.416474 loss_class_aux_dn: 1.952847 loss_bbox_aux_dn: 0.737784 loss_giou_aux_dn: 2.334329 loss: 16.265440 eta: 36 days, 18:40:38 batch_cost: 0.9074 data_cost: 0.0011 ips: 8.8162 images/s [07/22 23:14:49] ppdet.engine INFO: Epoch: [5] [23100/54024] learning_rate: 0.000100 loss_class: 0.669861 loss_bbox: 0.115584 loss_giou: 0.498335 loss_class_aux: 4.170282 loss_bbox_aux: 0.773807 loss_giou_aux: 3.100472 loss_class_dn: 0.350509 loss_bbox_dn: 0.112540 loss_giou_dn: 0.395854 loss_class_aux_dn: 1.880164 loss_bbox_aux_dn: 0.696973 loss_giou_aux_dn: 2.246338 loss: 15.135952 eta: 36 days, 18:37:03 batch_cost: 0.8374 data_cost: 0.0116 ips: 9.5528 images/s [07/22 23:16:23] ppdet.engine INFO: Epoch: [5] [23200/54024] learning_rate: 0.000100 loss_class: 0.715192 loss_bbox: 0.116970 loss_giou: 0.521801 loss_class_aux: 4.507806 loss_bbox_aux: 0.794852 loss_giou_aux: 3.242588 loss_class_dn: 0.363179 loss_bbox_dn: 0.108947 loss_giou_dn: 0.417000 loss_class_aux_dn: 1.974121 loss_bbox_aux_dn: 0.656971 loss_giou_aux_dn: 2.357208 loss: 16.255843 eta: 36 days, 18:35:29 batch_cost: 0.8815 data_cost: 0.0285 ips: 9.0753 images/s [07/22 23:17:54] ppdet.engine INFO: Epoch: [5] [23300/54024] learning_rate: 0.000100 loss_class: 0.712045 loss_bbox: 0.118449 loss_giou: 0.484232 loss_class_aux: 4.423884 loss_bbox_aux: 0.775849 loss_giou_aux: 3.061806 loss_class_dn: 0.347573 loss_bbox_dn: 0.111574 loss_giou_dn: 0.390702 loss_class_aux_dn: 1.890118 loss_bbox_aux_dn: 0.687685 loss_giou_aux_dn: 2.182136 loss: 15.013638 eta: 36 days, 18:32:57 batch_cost: 0.8602 data_cost: 0.0011 ips: 9.2998 images/s [07/22 23:19:32] ppdet.engine INFO: Epoch: [5] [23400/54024] learning_rate: 0.000100 loss_class: 0.737203 loss_bbox: 0.118933 loss_giou: 0.587319 loss_class_aux: 4.528950 loss_bbox_aux: 0.766316 loss_giou_aux: 3.654829 loss_class_dn: 0.379558 loss_bbox_dn: 0.113955 loss_giou_dn: 0.454444 loss_class_aux_dn: 2.043091 loss_bbox_aux_dn: 0.716979 loss_giou_aux_dn: 2.549197 loss: 16.602571 eta: 36 days, 18:33:32 batch_cost: 0.9282 data_cost: 0.0011 ips: 8.6185 images/s [07/22 23:21:02] ppdet.engine INFO: Epoch: [5] [23500/54024] learning_rate: 0.000100 loss_class: 0.667850 loss_bbox: 0.109138 loss_giou: 0.487548 loss_class_aux: 4.201360 loss_bbox_aux: 0.736305 loss_giou_aux: 3.078865 loss_class_dn: 0.324304 loss_bbox_dn: 0.110329 loss_giou_dn: 0.383121 loss_class_aux_dn: 1.729810 loss_bbox_aux_dn: 0.667695 loss_giou_aux_dn: 2.161502 loss: 14.426629 eta: 36 days, 18:30:17 batch_cost: 0.8446 data_cost: 0.0039 ips: 9.4715 images/s [07/22 23:22:36] ppdet.engine INFO: Epoch: [5] [23600/54024] learning_rate: 0.000100 loss_class: 0.697335 loss_bbox: 0.122723 loss_giou: 0.538803 loss_class_aux: 4.288265 loss_bbox_aux: 0.796659 loss_giou_aux: 3.378345 loss_class_dn: 0.368233 loss_bbox_dn: 0.112915 loss_giou_dn: 0.440551 loss_class_aux_dn: 1.983524 loss_bbox_aux_dn: 0.697844 loss_giou_aux_dn: 2.473811 loss: 17.304895 eta: 36 days, 18:29:18 batch_cost: 0.8942 data_cost: 0.0183 ips: 8.9463 images/s [07/22 23:24:03] ppdet.engine INFO: Epoch: [5] [23700/54024] learning_rate: 0.000100 loss_class: 0.693525 loss_bbox: 0.123116 loss_giou: 0.524077 loss_class_aux: 4.370715 loss_bbox_aux: 0.821140 loss_giou_aux: 3.306964 loss_class_dn: 0.355058 loss_bbox_dn: 0.101235 loss_giou_dn: 0.421507 loss_class_aux_dn: 1.907398 loss_bbox_aux_dn: 0.662475 loss_giou_aux_dn: 2.379762 loss: 16.129835 eta: 36 days, 18:24:43 batch_cost: 0.8152 data_cost: 0.0011 ips: 9.8136 images/s [07/22 23:25:34] ppdet.engine INFO: Epoch: [5] [23800/54024] learning_rate: 0.000100 loss_class: 0.721617 loss_bbox: 0.116551 loss_giou: 0.532439 loss_class_aux: 4.499219 loss_bbox_aux: 0.757220 loss_giou_aux: 3.382577 loss_class_dn: 0.345513 loss_bbox_dn: 0.114635 loss_giou_dn: 0.421139 loss_class_aux_dn: 1.879491 loss_bbox_aux_dn: 0.716072 loss_giou_aux_dn: 2.320032 loss: 15.754549 eta: 36 days, 18:22:27 batch_cost: 0.8658 data_cost: 0.0013 ips: 9.2397 images/s [07/22 23:27:07] ppdet.engine INFO: Epoch: [5] [23900/54024] learning_rate: 0.000100 loss_class: 0.709368 loss_bbox: 0.117993 loss_giou: 0.464292 loss_class_aux: 4.380522 loss_bbox_aux: 0.731483 loss_giou_aux: 2.969266 loss_class_dn: 0.346964 loss_bbox_dn: 0.120211 loss_giou_dn: 0.388927 loss_class_aux_dn: 1.884331 loss_bbox_aux_dn: 0.725051 loss_giou_aux_dn: 2.164080 loss: 15.303947 eta: 36 days, 18:20:43 batch_cost: 0.8775 data_cost: 0.0424 ips: 9.1165 images/s [07/22 23:28:45] ppdet.engine INFO: Epoch: [5] [24000/54024] learning_rate: 0.000100 loss_class: 0.650859 loss_bbox: 0.111258 loss_giou: 0.491472 loss_class_aux: 4.055844 loss_bbox_aux: 0.729659 loss_giou_aux: 3.109298 loss_class_dn: 0.324716 loss_bbox_dn: 0.108761 loss_giou_dn: 0.387805 loss_class_aux_dn: 1.710333 loss_bbox_aux_dn: 0.670277 loss_giou_aux_dn: 2.205939 loss: 14.532398 eta: 36 days, 18:20:47 batch_cost: 0.9174 data_cost: 0.0013 ips: 8.7202 images/s [07/22 23:30:12] ppdet.engine INFO: Epoch: [5] [24100/54024] learning_rate: 0.000100 loss_class: 0.694197 loss_bbox: 0.116320 loss_giou: 0.537473 loss_class_aux: 4.357692 loss_bbox_aux: 0.775142 loss_giou_aux: 3.345297 loss_class_dn: 0.341646 loss_bbox_dn: 0.118045 loss_giou_dn: 0.412213 loss_class_aux_dn: 1.874265 loss_bbox_aux_dn: 0.722505 loss_giou_aux_dn: 2.357925 loss: 15.764187 eta: 36 days, 18:16:22 batch_cost: 0.8186 data_cost: 0.0012 ips: 9.7725 images/s [07/22 23:31:48] ppdet.engine INFO: Epoch: [5] [24200/54024] learning_rate: 0.000100 loss_class: 0.688319 loss_bbox: 0.118749 loss_giou: 0.515577 loss_class_aux: 4.281428 loss_bbox_aux: 0.805691 loss_giou_aux: 3.251308 loss_class_dn: 0.346905 loss_bbox_dn: 0.127430 loss_giou_dn: 0.402335 loss_class_aux_dn: 1.883899 loss_bbox_aux_dn: 0.764981 loss_giou_aux_dn: 2.259256 loss: 15.491585 eta: 36 days, 18:16:19 batch_cost: 0.9146 data_cost: 0.0776 ips: 8.7471 images/s [07/22 23:33:25] ppdet.engine INFO: Epoch: [5] [24300/54024] learning_rate: 0.000100 loss_class: 0.760398 loss_bbox: 0.117850 loss_giou: 0.503476 loss_class_aux: 4.736119 loss_bbox_aux: 0.761416 loss_giou_aux: 3.117105 loss_class_dn: 0.361215 loss_bbox_dn: 0.114436 loss_giou_dn: 0.403438 loss_class_aux_dn: 1.968916 loss_bbox_aux_dn: 0.681378 loss_giou_aux_dn: 2.288389 loss: 15.597772 eta: 36 days, 18:16:38 batch_cost: 0.9228 data_cost: 0.0012 ips: 8.6694 images/s [07/22 23:34:58] ppdet.engine INFO: Epoch: [5] [24400/54024] learning_rate: 0.000100 loss_class: 0.714546 loss_bbox: 0.116796 loss_giou: 0.522850 loss_class_aux: 4.437222 loss_bbox_aux: 0.762479 loss_giou_aux: 3.266240 loss_class_dn: 0.358513 loss_bbox_dn: 0.113748 loss_giou_dn: 0.409312 loss_class_aux_dn: 1.912482 loss_bbox_aux_dn: 0.687754 loss_giou_aux_dn: 2.320464 loss: 16.223461 eta: 36 days, 18:14:37 batch_cost: 0.8715 data_cost: 0.0012 ips: 9.1792 images/s [07/22 23:36:32] ppdet.engine INFO: Epoch: [5] [24500/54024] learning_rate: 0.000100 loss_class: 0.727432 loss_bbox: 0.121178 loss_giou: 0.574905 loss_class_aux: 4.469357 loss_bbox_aux: 0.794850 loss_giou_aux: 3.509185 loss_class_dn: 0.364458 loss_bbox_dn: 0.111584 loss_giou_dn: 0.432203 loss_class_aux_dn: 1.953525 loss_bbox_aux_dn: 0.702965 loss_giou_aux_dn: 2.447137 loss: 16.097292 eta: 36 days, 18:13:16 batch_cost: 0.8863 data_cost: 0.0372 ips: 9.0265 images/s [07/22 23:38:09] ppdet.engine INFO: Epoch: [5] [24600/54024] learning_rate: 0.000100 loss_class: 0.731067 loss_bbox: 0.121329 loss_giou: 0.532668 loss_class_aux: 4.495939 loss_bbox_aux: 0.778010 loss_giou_aux: 3.289493 loss_class_dn: 0.364823 loss_bbox_dn: 0.120350 loss_giou_dn: 0.414214 loss_class_aux_dn: 1.986271 loss_bbox_aux_dn: 0.732078 loss_giou_aux_dn: 2.348730 loss: 16.250731 eta: 36 days, 18:13:41 batch_cost: 0.9251 data_cost: 0.0017 ips: 8.6475 images/s [07/22 23:40:04] ppdet.engine INFO: Epoch: [5] [24700/54024] learning_rate: 0.000100 loss_class: 0.716552 loss_bbox: 0.119307 loss_giou: 0.504993 loss_class_aux: 4.410321 loss_bbox_aux: 0.799552 loss_giou_aux: 3.100251 loss_class_dn: 0.354193 loss_bbox_dn: 0.111518 loss_giou_dn: 0.401009 loss_class_aux_dn: 1.886293 loss_bbox_aux_dn: 0.695037 loss_giou_aux_dn: 2.275928 loss: 15.545143 eta: 36 days, 18:22:10 batch_cost: 1.1040 data_cost: 0.0011 ips: 7.2463 images/s [07/22 23:41:35] ppdet.engine INFO: Epoch: [5] [24800/54024] learning_rate: 0.000100 loss_class: 0.705846 loss_bbox: 0.118695 loss_giou: 0.455962 loss_class_aux: 4.347805 loss_bbox_aux: 0.781758 loss_giou_aux: 2.868301 loss_class_dn: 0.337369 loss_bbox_dn: 0.123890 loss_giou_dn: 0.377433 loss_class_aux_dn: 1.823613 loss_bbox_aux_dn: 0.724903 loss_giou_aux_dn: 2.166441 loss: 15.223454 eta: 36 days, 18:19:55 batch_cost: 0.8665 data_cost: 0.0480 ips: 9.2328 images/s [07/22 23:43:09] ppdet.engine INFO: Epoch: [5] [24900/54024] learning_rate: 0.000100 loss_class: 0.709626 loss_bbox: 0.119731 loss_giou: 0.543173 loss_class_aux: 4.414216 loss_bbox_aux: 0.802148 loss_giou_aux: 3.350232 loss_class_dn: 0.371458 loss_bbox_dn: 0.109139 loss_giou_dn: 0.422353 loss_class_aux_dn: 1.977245 loss_bbox_aux_dn: 0.670192 loss_giou_aux_dn: 2.382102 loss: 16.498693 eta: 36 days, 18:18:13 batch_cost: 0.8785 data_cost: 0.0011 ips: 9.1064 images/s [07/22 23:44:47] ppdet.engine INFO: Epoch: [5] [25000/54024] learning_rate: 0.000100 loss_class: 0.728758 loss_bbox: 0.115530 loss_giou: 0.519856 loss_class_aux: 4.603004 loss_bbox_aux: 0.760262 loss_giou_aux: 3.231221 loss_class_dn: 0.349832 loss_bbox_dn: 0.114122 loss_giou_dn: 0.396036 loss_class_aux_dn: 1.901462 loss_bbox_aux_dn: 0.719815 loss_giou_aux_dn: 2.241148 loss: 15.731774 eta: 36 days, 18:18:45 batch_cost: 0.9281 data_cost: 0.0255 ips: 8.6197 images/s [07/22 23:46:19] ppdet.engine INFO: Epoch: [5] [25100/54024] learning_rate: 0.000100 loss_class: 0.659142 loss_bbox: 0.110483 loss_giou: 0.463353 loss_class_aux: 4.093920 loss_bbox_aux: 0.742372 loss_giou_aux: 2.910778 loss_class_dn: 0.345216 loss_bbox_dn: 0.116733 loss_giou_dn: 0.384153 loss_class_aux_dn: 1.865335 loss_bbox_aux_dn: 0.696108 loss_giou_aux_dn: 2.133991 loss: 14.850494 eta: 36 days, 18:16:50 batch_cost: 0.8738 data_cost: 0.0496 ips: 9.1554 images/s [07/22 23:48:00] ppdet.engine INFO: Epoch: [5] [25200/54024] learning_rate: 0.000100 loss_class: 0.734578 loss_bbox: 0.117773 loss_giou: 0.490417 loss_class_aux: 4.607306 loss_bbox_aux: 0.757022 loss_giou_aux: 3.075887 loss_class_dn: 0.352652 loss_bbox_dn: 0.120924 loss_giou_dn: 0.406372 loss_class_aux_dn: 1.930777 loss_bbox_aux_dn: 0.741293 loss_giou_aux_dn: 2.276564 loss: 15.390673 eta: 36 days, 18:18:35 batch_cost: 0.9553 data_cost: 0.0203 ips: 8.3743 images/s [07/22 23:49:46] ppdet.engine INFO: Epoch: [5] [25300/54024] learning_rate: 0.000100 loss_class: 0.714056 loss_bbox: 0.117648 loss_giou: 0.503832 loss_class_aux: 4.441165 loss_bbox_aux: 0.779131 loss_giou_aux: 3.152574 loss_class_dn: 0.350701 loss_bbox_dn: 0.114695 loss_giou_dn: 0.396489 loss_class_aux_dn: 1.899032 loss_bbox_aux_dn: 0.693946 loss_giou_aux_dn: 2.242019 loss: 15.369358 eta: 36 days, 18:22:43 batch_cost: 1.0083 data_cost: 0.0014 ips: 7.9338 images/s [07/22 23:51:28] ppdet.engine INFO: Epoch: [5] [25400/54024] learning_rate: 0.000100 loss_class: 0.696613 loss_bbox: 0.127778 loss_giou: 0.479261 loss_class_aux: 4.341123 loss_bbox_aux: 0.814463 loss_giou_aux: 3.080243 loss_class_dn: 0.357902 loss_bbox_dn: 0.114058 loss_giou_dn: 0.406529 loss_class_aux_dn: 1.922398 loss_bbox_aux_dn: 0.713845 loss_giou_aux_dn: 2.307160 loss: 16.156980 eta: 36 days, 18:24:42 batch_cost: 0.9611 data_cost: 0.0259 ips: 8.3242 images/s [07/22 23:53:16] ppdet.engine INFO: Epoch: [5] [25500/54024] learning_rate: 0.000100 loss_class: 0.697692 loss_bbox: 0.120063 loss_giou: 0.497558 loss_class_aux: 4.460584 loss_bbox_aux: 0.770048 loss_giou_aux: 3.172586 loss_class_dn: 0.345019 loss_bbox_dn: 0.119089 loss_giou_dn: 0.393797 loss_class_aux_dn: 1.897611 loss_bbox_aux_dn: 0.720123 loss_giou_aux_dn: 2.210780 loss: 15.533793 eta: 36 days, 18:30:01 batch_cost: 1.0351 data_cost: 0.0011 ips: 7.7285 images/s [07/22 23:54:50] ppdet.engine INFO: Epoch: [5] [25600/54024] learning_rate: 0.000100 loss_class: 0.707590 loss_bbox: 0.120321 loss_giou: 0.506792 loss_class_aux: 4.428493 loss_bbox_aux: 0.772663 loss_giou_aux: 3.141339 loss_class_dn: 0.353233 loss_bbox_dn: 0.115204 loss_giou_dn: 0.403930 loss_class_aux_dn: 1.908420 loss_bbox_aux_dn: 0.687815 loss_giou_aux_dn: 2.272229 loss: 15.742070 eta: 36 days, 18:28:48 batch_cost: 0.8897 data_cost: 0.0012 ips: 8.9921 images/s [07/22 23:56:33] ppdet.engine INFO: Epoch: [5] [25700/54024] learning_rate: 0.000100 loss_class: 0.685612 loss_bbox: 0.113766 loss_giou: 0.487995 loss_class_aux: 4.257602 loss_bbox_aux: 0.723581 loss_giou_aux: 3.079315 loss_class_dn: 0.346496 loss_bbox_dn: 0.114426 loss_giou_dn: 0.388056 loss_class_aux_dn: 1.863621 loss_bbox_aux_dn: 0.690947 loss_giou_aux_dn: 2.170416 loss: 15.204188 eta: 36 days, 18:31:37 batch_cost: 0.9795 data_cost: 0.0011 ips: 8.1672 images/s [07/22 23:58:02] ppdet.engine INFO: Epoch: [5] [25800/54024] learning_rate: 0.000100 loss_class: 0.718786 loss_bbox: 0.118754 loss_giou: 0.564168 loss_class_aux: 4.495169 loss_bbox_aux: 0.781503 loss_giou_aux: 3.553916 loss_class_dn: 0.371186 loss_bbox_dn: 0.112707 loss_giou_dn: 0.439496 loss_class_aux_dn: 2.018661 loss_bbox_aux_dn: 0.706971 loss_giou_aux_dn: 2.451490 loss: 16.256968 eta: 36 days, 18:27:57 batch_cost: 0.8353 data_cost: 0.0013 ips: 9.5773 images/s [07/22 23:59:45] ppdet.engine INFO: Epoch: [5] [25900/54024] learning_rate: 0.000100 loss_class: 0.749145 loss_bbox: 0.119333 loss_giou: 0.529583 loss_class_aux: 4.630666 loss_bbox_aux: 0.781767 loss_giou_aux: 3.282579 loss_class_dn: 0.381202 loss_bbox_dn: 0.114274 loss_giou_dn: 0.435063 loss_class_aux_dn: 2.022842 loss_bbox_aux_dn: 0.690892 loss_giou_aux_dn: 2.449843 loss: 16.720887 eta: 36 days, 18:30:13 batch_cost: 0.9676 data_cost: 0.0012 ips: 8.2682 images/s [07/23 00:01:16] ppdet.engine INFO: Epoch: [5] [26000/54024] learning_rate: 0.000100 loss_class: 0.712216 loss_bbox: 0.122111 loss_giou: 0.482909 loss_class_aux: 4.454935 loss_bbox_aux: 0.802370 loss_giou_aux: 3.065077 loss_class_dn: 0.353901 loss_bbox_dn: 0.117071 loss_giou_dn: 0.390233 loss_class_aux_dn: 1.903324 loss_bbox_aux_dn: 0.714317 loss_giou_aux_dn: 2.211397 loss: 15.596747 eta: 36 days, 18:27:32 batch_cost: 0.8570 data_cost: 0.0083 ips: 9.3352 images/s [07/23 00:02:52] ppdet.engine INFO: Epoch: [5] [26100/54024] learning_rate: 0.000100 loss_class: 0.733025 loss_bbox: 0.118400 loss_giou: 0.501274 loss_class_aux: 4.550136 loss_bbox_aux: 0.764165 loss_giou_aux: 3.132026 loss_class_dn: 0.365604 loss_bbox_dn: 0.115162 loss_giou_dn: 0.408194 loss_class_aux_dn: 2.010300 loss_bbox_aux_dn: 0.688237 loss_giou_aux_dn: 2.305245 loss: 16.185705 eta: 36 days, 18:27:16 batch_cost: 0.9111 data_cost: 0.0011 ips: 8.7805 images/s [07/23 00:04:23] ppdet.engine INFO: Epoch: [5] [26200/54024] learning_rate: 0.000100 loss_class: 0.738932 loss_bbox: 0.126214 loss_giou: 0.563094 loss_class_aux: 4.559553 loss_bbox_aux: 0.844768 loss_giou_aux: 3.556072 loss_class_dn: 0.367079 loss_bbox_dn: 0.120647 loss_giou_dn: 0.424048 loss_class_aux_dn: 1.977278 loss_bbox_aux_dn: 0.724137 loss_giou_aux_dn: 2.388481 loss: 16.598173 eta: 36 days, 18:24:25 batch_cost: 0.8532 data_cost: 0.0021 ips: 9.3764 images/s [07/23 00:05:59] ppdet.engine INFO: Epoch: [5] [26300/54024] learning_rate: 0.000100 loss_class: 0.726816 loss_bbox: 0.115427 loss_giou: 0.562332 loss_class_aux: 4.499683 loss_bbox_aux: 0.762603 loss_giou_aux: 3.463931 loss_class_dn: 0.366397 loss_bbox_dn: 0.112360 loss_giou_dn: 0.431722 loss_class_aux_dn: 1.961966 loss_bbox_aux_dn: 0.697503 loss_giou_aux_dn: 2.430478 loss: 16.007624 eta: 36 days, 18:24:17 batch_cost: 0.9140 data_cost: 0.0312 ips: 8.7527 images/s [07/23 00:07:32] ppdet.engine INFO: Epoch: [5] [26400/54024] learning_rate: 0.000100 loss_class: 0.755396 loss_bbox: 0.122669 loss_giou: 0.601707 loss_class_aux: 4.636563 loss_bbox_aux: 0.782231 loss_giou_aux: 3.757695 loss_class_dn: 0.394363 loss_bbox_dn: 0.123081 loss_giou_dn: 0.452459 loss_class_aux_dn: 2.087550 loss_bbox_aux_dn: 0.748496 loss_giou_aux_dn: 2.570164 loss: 17.178598 eta: 36 days, 18:22:33 batch_cost: 0.8781 data_cost: 0.0389 ips: 9.1101 images/s [07/23 00:09:12] ppdet.engine INFO: Epoch: [5] [26500/54024] learning_rate: 0.000100 loss_class: 0.718950 loss_bbox: 0.120000 loss_giou: 0.512974 loss_class_aux: 4.475557 loss_bbox_aux: 0.771189 loss_giou_aux: 3.203142 loss_class_dn: 0.364987 loss_bbox_dn: 0.116125 loss_giou_dn: 0.402835 loss_class_aux_dn: 1.976711 loss_bbox_aux_dn: 0.714077 loss_giou_aux_dn: 2.271678 loss: 15.954750 eta: 36 days, 18:23:58 batch_cost: 0.9489 data_cost: 0.0132 ips: 8.4313 images/s [07/23 00:10:44] ppdet.engine INFO: Epoch: [5] [26600/54024] learning_rate: 0.000100 loss_class: 0.710744 loss_bbox: 0.116322 loss_giou: 0.466191 loss_class_aux: 4.477487 loss_bbox_aux: 0.761096 loss_giou_aux: 2.894469 loss_class_dn: 0.348909 loss_bbox_dn: 0.116734 loss_giou_dn: 0.384145 loss_class_aux_dn: 1.900249 loss_bbox_aux_dn: 0.725092 loss_giou_aux_dn: 2.185292 loss: 15.402312 eta: 36 days, 18:21:57 batch_cost: 0.8720 data_cost: 0.0011 ips: 9.1739 images/s [07/23 00:12:16] ppdet.engine INFO: Epoch: [5] [26700/54024] learning_rate: 0.000100 loss_class: 0.745927 loss_bbox: 0.121250 loss_giou: 0.589523 loss_class_aux: 4.660132 loss_bbox_aux: 0.802342 loss_giou_aux: 3.734311 loss_class_dn: 0.387210 loss_bbox_dn: 0.109339 loss_giou_dn: 0.455166 loss_class_aux_dn: 2.085514 loss_bbox_aux_dn: 0.677706 loss_giou_aux_dn: 2.546317 loss: 17.165921 eta: 36 days, 18:19:34 batch_cost: 0.8637 data_cost: 0.0018 ips: 9.2627 images/s [07/23 00:13:57] ppdet.engine INFO: Epoch: [5] [26800/54024] learning_rate: 0.000100 loss_class: 0.724011 loss_bbox: 0.118004 loss_giou: 0.527387 loss_class_aux: 4.538127 loss_bbox_aux: 0.766788 loss_giou_aux: 3.292981 loss_class_dn: 0.364547 loss_bbox_dn: 0.110181 loss_giou_dn: 0.429510 loss_class_aux_dn: 1.942857 loss_bbox_aux_dn: 0.672566 loss_giou_aux_dn: 2.439491 loss: 16.161564 eta: 36 days, 18:21:23 batch_cost: 0.9582 data_cost: 0.0012 ips: 8.3490 images/s [07/23 00:15:25] ppdet.engine INFO: Epoch: [5] [26900/54024] learning_rate: 0.000100 loss_class: 0.750208 loss_bbox: 0.127873 loss_giou: 0.565735 loss_class_aux: 4.676905 loss_bbox_aux: 0.811615 loss_giou_aux: 3.498491 loss_class_dn: 0.359484 loss_bbox_dn: 0.120743 loss_giou_dn: 0.442332 loss_class_aux_dn: 1.922866 loss_bbox_aux_dn: 0.726862 loss_giou_aux_dn: 2.474209 loss: 16.551204 eta: 36 days, 18:17:10 batch_cost: 0.8220 data_cost: 0.0012 ips: 9.7323 images/s [07/23 00:17:07] ppdet.engine INFO: Epoch: [5] [27000/54024] learning_rate: 0.000100 loss_class: 0.721687 loss_bbox: 0.113284 loss_giou: 0.539628 loss_class_aux: 4.548283 loss_bbox_aux: 0.734609 loss_giou_aux: 3.376772 loss_class_dn: 0.359057 loss_bbox_dn: 0.100508 loss_giou_dn: 0.422562 loss_class_aux_dn: 1.917745 loss_bbox_aux_dn: 0.623077 loss_giou_aux_dn: 2.363217 loss: 16.254979 eta: 36 days, 18:19:16 batch_cost: 0.9650 data_cost: 0.0020 ips: 8.2904 images/s [07/23 00:18:32] ppdet.engine INFO: Epoch: [5] [27100/54024] learning_rate: 0.000100 loss_class: 0.672343 loss_bbox: 0.106532 loss_giou: 0.479600 loss_class_aux: 4.185314 loss_bbox_aux: 0.689695 loss_giou_aux: 3.040573 loss_class_dn: 0.331831 loss_bbox_dn: 0.105505 loss_giou_dn: 0.387990 loss_class_aux_dn: 1.806273 loss_bbox_aux_dn: 0.663955 loss_giou_aux_dn: 2.207202 loss: 14.891650 eta: 36 days, 18:13:47 batch_cost: 0.7933 data_cost: 0.0108 ips: 10.0846 images/s [07/23 00:20:08] ppdet.engine INFO: Epoch: [5] [27200/54024] learning_rate: 0.000100 loss_class: 0.695915 loss_bbox: 0.115251 loss_giou: 0.495229 loss_class_aux: 4.345502 loss_bbox_aux: 0.747309 loss_giou_aux: 3.104215 loss_class_dn: 0.351569 loss_bbox_dn: 0.117126 loss_giou_dn: 0.400383 loss_class_aux_dn: 1.894155 loss_bbox_aux_dn: 0.727689 loss_giou_aux_dn: 2.257707 loss: 15.541984 eta: 36 days, 18:13:40 batch_cost: 0.9149 data_cost: 0.0012 ips: 8.7441 images/s [07/23 00:21:33] ppdet.engine INFO: Epoch: [5] [27300/54024] learning_rate: 0.000100 loss_class: 0.725865 loss_bbox: 0.117642 loss_giou: 0.492736 loss_class_aux: 4.483553 loss_bbox_aux: 0.753610 loss_giou_aux: 3.085496 loss_class_dn: 0.356355 loss_bbox_dn: 0.110487 loss_giou_dn: 0.395025 loss_class_aux_dn: 1.923361 loss_bbox_aux_dn: 0.684842 loss_giou_aux_dn: 2.239401 loss: 15.781498 eta: 36 days, 18:08:41 batch_cost: 0.8047 data_cost: 0.0018 ips: 9.9420 images/s [07/23 00:23:11] ppdet.engine INFO: Epoch: [5] [27400/54024] learning_rate: 0.000100 loss_class: 0.723043 loss_bbox: 0.108641 loss_giou: 0.558412 loss_class_aux: 4.474448 loss_bbox_aux: 0.705122 loss_giou_aux: 3.532962 loss_class_dn: 0.372683 loss_bbox_dn: 0.110201 loss_giou_dn: 0.427889 loss_class_aux_dn: 1.996864 loss_bbox_aux_dn: 0.680389 loss_giou_aux_dn: 2.434633 loss: 16.306176 eta: 36 days, 18:09:08 batch_cost: 0.9276 data_cost: 0.0011 ips: 8.6244 images/s [07/23 00:24:50] ppdet.engine INFO: Epoch: [5] [27500/54024] learning_rate: 0.000100 loss_class: 0.685158 loss_bbox: 0.118858 loss_giou: 0.488630 loss_class_aux: 4.288849 loss_bbox_aux: 0.788671 loss_giou_aux: 3.021006 loss_class_dn: 0.350418 loss_bbox_dn: 0.107351 loss_giou_dn: 0.394072 loss_class_aux_dn: 1.884359 loss_bbox_aux_dn: 0.672878 loss_giou_aux_dn: 2.246114 loss: 15.184316 eta: 36 days, 18:09:50 batch_cost: 0.9335 data_cost: 0.0474 ips: 8.5702 images/s [07/23 00:26:23] ppdet.engine INFO: Epoch: [5] [27600/54024] learning_rate: 0.000100 loss_class: 0.726274 loss_bbox: 0.115734 loss_giou: 0.538631 loss_class_aux: 4.493252 loss_bbox_aux: 0.761022 loss_giou_aux: 3.410037 loss_class_dn: 0.348222 loss_bbox_dn: 0.110590 loss_giou_dn: 0.423040 loss_class_aux_dn: 1.893256 loss_bbox_aux_dn: 0.680164 loss_giou_aux_dn: 2.322286 loss: 15.610951 eta: 36 days, 18:07:58 batch_cost: 0.8749 data_cost: 0.0312 ips: 9.1444 images/s [07/23 00:27:54] ppdet.engine INFO: Epoch: [5] [27700/54024] learning_rate: 0.000100 loss_class: 0.689706 loss_bbox: 0.117426 loss_giou: 0.575820 loss_class_aux: 4.344237 loss_bbox_aux: 0.732477 loss_giou_aux: 3.561945 loss_class_dn: 0.366853 loss_bbox_dn: 0.104718 loss_giou_dn: 0.444870 loss_class_aux_dn: 1.946144 loss_bbox_aux_dn: 0.666218 loss_giou_aux_dn: 2.498532 loss: 16.417077 eta: 36 days, 18:04:50 batch_cost: 0.8464 data_cost: 0.0137 ips: 9.4513 images/s [07/23 00:29:37] ppdet.engine INFO: Epoch: [5] [27800/54024] learning_rate: 0.000100 loss_class: 0.664865 loss_bbox: 0.119598 loss_giou: 0.518401 loss_class_aux: 4.166479 loss_bbox_aux: 0.781510 loss_giou_aux: 3.269785 loss_class_dn: 0.339416 loss_bbox_dn: 0.110853 loss_giou_dn: 0.392398 loss_class_aux_dn: 1.849548 loss_bbox_aux_dn: 0.697264 loss_giou_aux_dn: 2.220339 loss: 15.634315 eta: 36 days, 18:07:30 batch_cost: 0.9784 data_cost: 0.0012 ips: 8.1770 images/s [07/23 00:31:08] ppdet.engine INFO: Epoch: [5] [27900/54024] learning_rate: 0.000100 loss_class: 0.707988 loss_bbox: 0.112961 loss_giou: 0.475302 loss_class_aux: 4.404167 loss_bbox_aux: 0.747727 loss_giou_aux: 2.987075 loss_class_dn: 0.346096 loss_bbox_dn: 0.120630 loss_giou_dn: 0.384054 loss_class_aux_dn: 1.862408 loss_bbox_aux_dn: 0.764641 loss_giou_aux_dn: 2.178854 loss: 15.013368 eta: 36 days, 18:04:52 batch_cost: 0.8575 data_cost: 0.0011 ips: 9.3291 images/s [07/23 00:32:36] ppdet.engine INFO: Epoch: [5] [28000/54024] learning_rate: 0.000100 loss_class: 0.722244 loss_bbox: 0.121494 loss_giou: 0.566703 loss_class_aux: 4.472557 loss_bbox_aux: 0.776391 loss_giou_aux: 3.548231 loss_class_dn: 0.369456 loss_bbox_dn: 0.113624 loss_giou_dn: 0.439239 loss_class_aux_dn: 1.993703 loss_bbox_aux_dn: 0.702916 loss_giou_aux_dn: 2.454248 loss: 16.462665 eta: 36 days, 18:01:04 batch_cost: 0.8314 data_cost: 0.0138 ips: 9.6221 images/s [07/23 00:34:21] ppdet.engine INFO: Epoch: [5] [28100/54024] learning_rate: 0.000100 loss_class: 0.679671 loss_bbox: 0.117181 loss_giou: 0.467948 loss_class_aux: 4.259321 loss_bbox_aux: 0.757584 loss_giou_aux: 2.939648 loss_class_dn: 0.346152 loss_bbox_dn: 0.108334 loss_giou_dn: 0.372600 loss_class_aux_dn: 1.862880 loss_bbox_aux_dn: 0.643716 loss_giou_aux_dn: 2.127457 loss: 14.997293 eta: 36 days, 18:04:17 batch_cost: 0.9909 data_cost: 0.0069 ips: 8.0737 images/s [07/23 00:35:45] ppdet.engine INFO: Epoch: [5] [28200/54024] learning_rate: 0.000100 loss_class: 0.725439 loss_bbox: 0.122828 loss_giou: 0.567312 loss_class_aux: 4.593433 loss_bbox_aux: 0.781527 loss_giou_aux: 3.541994 loss_class_dn: 0.378828 loss_bbox_dn: 0.116409 loss_giou_dn: 0.445796 loss_class_aux_dn: 2.046021 loss_bbox_aux_dn: 0.689496 loss_giou_aux_dn: 2.520434 loss: 17.241898 eta: 36 days, 17:58:58 batch_cost: 0.7965 data_cost: 0.0011 ips: 10.0440 images/s [07/23 00:37:23] ppdet.engine INFO: Epoch: [5] [28300/54024] learning_rate: 0.000100 loss_class: 0.742592 loss_bbox: 0.119131 loss_giou: 0.526764 loss_class_aux: 4.604209 loss_bbox_aux: 0.757065 loss_giou_aux: 3.354899 loss_class_dn: 0.374018 loss_bbox_dn: 0.107994 loss_giou_dn: 0.419129 loss_class_aux_dn: 2.001519 loss_bbox_aux_dn: 0.650237 loss_giou_aux_dn: 2.375926 loss: 16.350424 eta: 36 days, 17:59:31 batch_cost: 0.9301 data_cost: 0.0012 ips: 8.6009 images/s [07/23 00:38:51] ppdet.engine INFO: Epoch: [5] [28400/54024] learning_rate: 0.000100 loss_class: 0.678637 loss_bbox: 0.108903 loss_giou: 0.512212 loss_class_aux: 4.324264 loss_bbox_aux: 0.733943 loss_giou_aux: 3.149359 loss_class_dn: 0.340171 loss_bbox_dn: 0.111566 loss_giou_dn: 0.407081 loss_class_aux_dn: 1.824923 loss_bbox_aux_dn: 0.677221 loss_giou_aux_dn: 2.275883 loss: 15.240108 eta: 36 days, 17:55:46 batch_cost: 0.8322 data_cost: 0.0021 ips: 9.6133 images/s [07/23 00:40:23] ppdet.engine INFO: Epoch: [5] [28500/54024] learning_rate: 0.000100 loss_class: 0.682609 loss_bbox: 0.110611 loss_giou: 0.501905 loss_class_aux: 4.240577 loss_bbox_aux: 0.707400 loss_giou_aux: 3.160503 loss_class_dn: 0.342814 loss_bbox_dn: 0.103414 loss_giou_dn: 0.386446 loss_class_aux_dn: 1.859674 loss_bbox_aux_dn: 0.652943 loss_giou_aux_dn: 2.193295 loss: 14.836282 eta: 36 days, 17:53:22 batch_cost: 0.8630 data_cost: 0.0013 ips: 9.2702 images/s [07/23 00:41:57] ppdet.engine INFO: Epoch: [5] [28600/54024] learning_rate: 0.000100 loss_class: 0.706140 loss_bbox: 0.109549 loss_giou: 0.499533 loss_class_aux: 4.437086 loss_bbox_aux: 0.747667 loss_giou_aux: 3.085462 loss_class_dn: 0.345460 loss_bbox_dn: 0.116324 loss_giou_dn: 0.408075 loss_class_aux_dn: 1.844145 loss_bbox_aux_dn: 0.709949 loss_giou_aux_dn: 2.316530 loss: 15.241974 eta: 36 days, 17:51:54 batch_cost: 0.8842 data_cost: 0.0037 ips: 9.0477 images/s [07/23 00:43:27] ppdet.engine INFO: Epoch: [5] [28700/54024] learning_rate: 0.000100 loss_class: 0.690867 loss_bbox: 0.123880 loss_giou: 0.545049 loss_class_aux: 4.232192 loss_bbox_aux: 0.760112 loss_giou_aux: 3.393913 loss_class_dn: 0.353593 loss_bbox_dn: 0.111752 loss_giou_dn: 0.421477 loss_class_aux_dn: 1.909311 loss_bbox_aux_dn: 0.675512 loss_giou_aux_dn: 2.352688 loss: 15.942463 eta: 36 days, 17:49:15 batch_cost: 0.8573 data_cost: 0.0252 ips: 9.3311 images/s [07/23 00:45:05] ppdet.engine INFO: Epoch: [5] [28800/54024] learning_rate: 0.000100 loss_class: 0.724728 loss_bbox: 0.124033 loss_giou: 0.500004 loss_class_aux: 4.450401 loss_bbox_aux: 0.811139 loss_giou_aux: 3.155278 loss_class_dn: 0.355896 loss_bbox_dn: 0.120149 loss_giou_dn: 0.396765 loss_class_aux_dn: 1.921526 loss_bbox_aux_dn: 0.732784 loss_giou_aux_dn: 2.254715 loss: 15.980631 eta: 36 days, 17:49:25 batch_cost: 0.9217 data_cost: 0.0012 ips: 8.6797 images/s [07/23 00:46:39] ppdet.engine INFO: Epoch: [5] [28900/54024] learning_rate: 0.000100 loss_class: 0.715962 loss_bbox: 0.122130 loss_giou: 0.536969 loss_class_aux: 4.489333 loss_bbox_aux: 0.790988 loss_giou_aux: 3.304343 loss_class_dn: 0.367956 loss_bbox_dn: 0.109110 loss_giou_dn: 0.436726 loss_class_aux_dn: 1.960929 loss_bbox_aux_dn: 0.674853 loss_giou_aux_dn: 2.443234 loss: 16.047795 eta: 36 days, 17:48:28 batch_cost: 0.8959 data_cost: 0.0011 ips: 8.9292 images/s [07/23 00:48:15] ppdet.engine INFO: Epoch: [5] [29000/54024] learning_rate: 0.000100 loss_class: 0.732442 loss_bbox: 0.123007 loss_giou: 0.531916 loss_class_aux: 4.547238 loss_bbox_aux: 0.802602 loss_giou_aux: 3.368110 loss_class_dn: 0.381031 loss_bbox_dn: 0.119738 loss_giou_dn: 0.418830 loss_class_aux_dn: 2.037497 loss_bbox_aux_dn: 0.714339 loss_giou_aux_dn: 2.295296 loss: 16.014161 eta: 36 days, 17:47:40 batch_cost: 0.8996 data_cost: 0.0011 ips: 8.8929 images/s [07/23 00:49:51] ppdet.engine INFO: Epoch: [5] [29100/54024] learning_rate: 0.000100 loss_class: 0.672977 loss_bbox: 0.120572 loss_giou: 0.557857 loss_class_aux: 4.241810 loss_bbox_aux: 0.770829 loss_giou_aux: 3.472643 loss_class_dn: 0.358850 loss_bbox_dn: 0.105230 loss_giou_dn: 0.423717 loss_class_aux_dn: 1.930712 loss_bbox_aux_dn: 0.663094 loss_giou_aux_dn: 2.409993 loss: 16.148751 eta: 36 days, 17:47:13 batch_cost: 0.9073 data_cost: 0.0146 ips: 8.8173 images/s [07/23 00:51:19] ppdet.engine INFO: Epoch: [5] [29200/54024] learning_rate: 0.000100 loss_class: 0.745056 loss_bbox: 0.120455 loss_giou: 0.507854 loss_class_aux: 4.645166 loss_bbox_aux: 0.775694 loss_giou_aux: 3.180954 loss_class_dn: 0.366055 loss_bbox_dn: 0.113379 loss_giou_dn: 0.408242 loss_class_aux_dn: 1.968232 loss_bbox_aux_dn: 0.705084 loss_giou_aux_dn: 2.292369 loss: 16.117345 eta: 36 days, 17:43:31 batch_cost: 0.8333 data_cost: 0.0012 ips: 9.6001 images/s [07/23 00:52:49] ppdet.engine INFO: Epoch: [5] [29300/54024] learning_rate: 0.000100 loss_class: 0.746382 loss_bbox: 0.115967 loss_giou: 0.530101 loss_class_aux: 4.610556 loss_bbox_aux: 0.761018 loss_giou_aux: 3.306299 loss_class_dn: 0.369468 loss_bbox_dn: 0.113543 loss_giou_dn: 0.419186 loss_class_aux_dn: 1.970671 loss_bbox_aux_dn: 0.709303 loss_giou_aux_dn: 2.378150 loss: 16.445963 eta: 36 days, 17:40:19 batch_cost: 0.8443 data_cost: 0.0094 ips: 9.4749 images/s [07/23 00:54:18] ppdet.engine INFO: Epoch: [5] [29400/54024] learning_rate: 0.000100 loss_class: 0.710346 loss_bbox: 0.126590 loss_giou: 0.497130 loss_class_aux: 4.413689 loss_bbox_aux: 0.845715 loss_giou_aux: 3.109200 loss_class_dn: 0.347018 loss_bbox_dn: 0.128036 loss_giou_dn: 0.410752 loss_class_aux_dn: 1.884278 loss_bbox_aux_dn: 0.780275 loss_giou_aux_dn: 2.307622 loss: 15.929972 eta: 36 days, 17:36:59 batch_cost: 0.8412 data_cost: 0.0011 ips: 9.5106 images/s [07/23 00:55:44] ppdet.engine INFO: Epoch: [5] [29500/54024] learning_rate: 0.000100 loss_class: 0.714104 loss_bbox: 0.113966 loss_giou: 0.565638 loss_class_aux: 4.474870 loss_bbox_aux: 0.749719 loss_giou_aux: 3.539993 loss_class_dn: 0.372835 loss_bbox_dn: 0.110770 loss_giou_dn: 0.430791 loss_class_aux_dn: 2.006135 loss_bbox_aux_dn: 0.676774 loss_giou_aux_dn: 2.480558 loss: 16.959419 eta: 36 days, 17:32:26 batch_cost: 0.8133 data_cost: 0.0018 ips: 9.8369 images/s [07/23 00:57:09] ppdet.engine INFO: Epoch: [5] [29600/54024] learning_rate: 0.000100 loss_class: 0.683738 loss_bbox: 0.119700 loss_giou: 0.502611 loss_class_aux: 4.298875 loss_bbox_aux: 0.766111 loss_giou_aux: 3.136755 loss_class_dn: 0.346181 loss_bbox_dn: 0.122548 loss_giou_dn: 0.387968 loss_class_aux_dn: 1.860675 loss_bbox_aux_dn: 0.749699 loss_giou_aux_dn: 2.194649 loss: 15.562327 eta: 36 days, 17:27:05 batch_cost: 0.7948 data_cost: 0.0012 ips: 10.0656 images/s [07/23 00:58:45] ppdet.engine INFO: Epoch: [5] [29700/54024] learning_rate: 0.000100 loss_class: 0.675887 loss_bbox: 0.111195 loss_giou: 0.505000 loss_class_aux: 4.188871 loss_bbox_aux: 0.741685 loss_giou_aux: 3.138415 loss_class_dn: 0.329843 loss_bbox_dn: 0.111949 loss_giou_dn: 0.393795 loss_class_aux_dn: 1.777335 loss_bbox_aux_dn: 0.680557 loss_giou_aux_dn: 2.222492 loss: 14.632155 eta: 36 days, 17:26:10 batch_cost: 0.8968 data_cost: 0.0888 ips: 8.9207 images/s [07/23 01:00:16] ppdet.engine INFO: Epoch: [5] [29800/54024] learning_rate: 0.000100 loss_class: 0.702081 loss_bbox: 0.107448 loss_giou: 0.472424 loss_class_aux: 4.320354 loss_bbox_aux: 0.699488 loss_giou_aux: 2.998659 loss_class_dn: 0.326399 loss_bbox_dn: 0.103550 loss_giou_dn: 0.372530 loss_class_aux_dn: 1.771526 loss_bbox_aux_dn: 0.629625 loss_giou_aux_dn: 2.112963 loss: 14.736708 eta: 36 days, 17:23:35 batch_cost: 0.8586 data_cost: 0.0011 ips: 9.3177 images/s [07/23 01:01:44] ppdet.engine INFO: Epoch: [5] [29900/54024] learning_rate: 0.000100 loss_class: 0.687331 loss_bbox: 0.119000 loss_giou: 0.526851 loss_class_aux: 4.333127 loss_bbox_aux: 0.765351 loss_giou_aux: 3.281035 loss_class_dn: 0.348528 loss_bbox_dn: 0.106500 loss_giou_dn: 0.416756 loss_class_aux_dn: 1.898548 loss_bbox_aux_dn: 0.656527 loss_giou_aux_dn: 2.297133 loss: 15.614621 eta: 36 days, 17:19:46 batch_cost: 0.8296 data_cost: 0.0012 ips: 9.6432 images/s [07/23 01:03:30] ppdet.engine INFO: Epoch: [5] [30000/54024] learning_rate: 0.000100 loss_class: 0.739101 loss_bbox: 0.118698 loss_giou: 0.542722 loss_class_aux: 4.539259 loss_bbox_aux: 0.792063 loss_giou_aux: 3.398081 loss_class_dn: 0.371976 loss_bbox_dn: 0.121112 loss_giou_dn: 0.406646 loss_class_aux_dn: 1.988105 loss_bbox_aux_dn: 0.732321 loss_giou_aux_dn: 2.313249 loss: 15.834291 eta: 36 days, 17:23:35 batch_cost: 1.0061 data_cost: 0.1239 ips: 7.9517 images/s [07/23 01:04:55] ppdet.engine INFO: Epoch: [5] [30100/54024] learning_rate: 0.000100 loss_class: 0.684424 loss_bbox: 0.121353 loss_giou: 0.546692 loss_class_aux: 4.233316 loss_bbox_aux: 0.783236 loss_giou_aux: 3.475196 loss_class_dn: 0.359641 loss_bbox_dn: 0.106565 loss_giou_dn: 0.423997 loss_class_aux_dn: 1.939467 loss_bbox_aux_dn: 0.667996 loss_giou_aux_dn: 2.411698 loss: 15.882323 eta: 36 days, 17:18:29 batch_cost: 0.8000 data_cost: 0.0012 ips: 9.9996 images/s [07/23 01:06:39] ppdet.engine INFO: Epoch: [5] [30200/54024] learning_rate: 0.000100 loss_class: 0.691502 loss_bbox: 0.119155 loss_giou: 0.495337 loss_class_aux: 4.327072 loss_bbox_aux: 0.787118 loss_giou_aux: 3.110517 loss_class_dn: 0.348763 loss_bbox_dn: 0.120857 loss_giou_dn: 0.403203 loss_class_aux_dn: 1.920358 loss_bbox_aux_dn: 0.723407 loss_giou_aux_dn: 2.220540 loss: 15.465740 eta: 36 days, 17:21:41 batch_cost: 0.9921 data_cost: 0.0074 ips: 8.0639 images/s [07/23 01:08:12] ppdet.engine INFO: Epoch: [5] [30300/54024] learning_rate: 0.000100 loss_class: 0.728182 loss_bbox: 0.118425 loss_giou: 0.533823 loss_class_aux: 4.547815 loss_bbox_aux: 0.781466 loss_giou_aux: 3.338380 loss_class_dn: 0.368621 loss_bbox_dn: 0.117514 loss_giou_dn: 0.414854 loss_class_aux_dn: 1.981084 loss_bbox_aux_dn: 0.718571 loss_giou_aux_dn: 2.330329 loss: 16.028045 eta: 36 days, 17:20:20 batch_cost: 0.8865 data_cost: 0.0011 ips: 9.0240 images/s [07/23 01:09:45] ppdet.engine INFO: Epoch: [5] [30400/54024] learning_rate: 0.000100 loss_class: 0.683865 loss_bbox: 0.116274 loss_giou: 0.521685 loss_class_aux: 4.269797 loss_bbox_aux: 0.751108 loss_giou_aux: 3.288580 loss_class_dn: 0.360461 loss_bbox_dn: 0.108551 loss_giou_dn: 0.414389 loss_class_aux_dn: 1.920305 loss_bbox_aux_dn: 0.642272 loss_giou_aux_dn: 2.328949 loss: 15.762796 eta: 36 days, 17:18:03 batch_cost: 0.8656 data_cost: 0.0011 ips: 9.2424 images/s [07/23 01:11:16] ppdet.engine INFO: Epoch: [5] [30500/54024] learning_rate: 0.000100 loss_class: 0.727010 loss_bbox: 0.118266 loss_giou: 0.513674 loss_class_aux: 4.515387 loss_bbox_aux: 0.760414 loss_giou_aux: 3.303792 loss_class_dn: 0.356427 loss_bbox_dn: 0.112870 loss_giou_dn: 0.415236 loss_class_aux_dn: 1.899549 loss_bbox_aux_dn: 0.669078 loss_giou_aux_dn: 2.328258 loss: 15.602022 eta: 36 days, 17:15:20 batch_cost: 0.8549 data_cost: 0.0012 ips: 9.3575 images/s [07/23 01:12:55] ppdet.engine INFO: Epoch: [5] [30600/54024] learning_rate: 0.000100 loss_class: 0.762120 loss_bbox: 0.122118 loss_giou: 0.543059 loss_class_aux: 4.705185 loss_bbox_aux: 0.800095 loss_giou_aux: 3.442760 loss_class_dn: 0.373464 loss_bbox_dn: 0.123723 loss_giou_dn: 0.433130 loss_class_aux_dn: 2.027409 loss_bbox_aux_dn: 0.756393 loss_giou_aux_dn: 2.449972 loss: 16.690505 eta: 36 days, 17:16:29 batch_cost: 0.9447 data_cost: 0.0024 ips: 8.4684 images/s [07/23 01:14:22] ppdet.engine INFO: Epoch: [5] [30700/54024] learning_rate: 0.000100 loss_class: 0.723611 loss_bbox: 0.115824 loss_giou: 0.537089 loss_class_aux: 4.548917 loss_bbox_aux: 0.761786 loss_giou_aux: 3.382385 loss_class_dn: 0.349359 loss_bbox_dn: 0.110028 loss_giou_dn: 0.412442 loss_class_aux_dn: 1.878242 loss_bbox_aux_dn: 0.683322 loss_giou_aux_dn: 2.326826 loss: 15.935079 eta: 36 days, 17:12:04 batch_cost: 0.8158 data_cost: 0.0011 ips: 9.8060 images/s [07/23 01:16:08] ppdet.engine INFO: Epoch: [5] [30800/54024] learning_rate: 0.000100 loss_class: 0.705773 loss_bbox: 0.109761 loss_giou: 0.483128 loss_class_aux: 4.410837 loss_bbox_aux: 0.728800 loss_giou_aux: 3.012054 loss_class_dn: 0.340753 loss_bbox_dn: 0.108432 loss_giou_dn: 0.374488 loss_class_aux_dn: 1.812127 loss_bbox_aux_dn: 0.663531 loss_giou_aux_dn: 2.111575 loss: 14.762018 eta: 36 days, 17:16:05 batch_cost: 1.0114 data_cost: 0.0856 ips: 7.9099 images/s [07/23 01:17:46] ppdet.engine INFO: Epoch: [5] [30900/54024] learning_rate: 0.000100 loss_class: 0.697729 loss_bbox: 0.107861 loss_giou: 0.494172 loss_class_aux: 4.342974 loss_bbox_aux: 0.703643 loss_giou_aux: 3.127013 loss_class_dn: 0.342040 loss_bbox_dn: 0.108989 loss_giou_dn: 0.400695 loss_class_aux_dn: 1.849289 loss_bbox_aux_dn: 0.667021 loss_giou_aux_dn: 2.225212 loss: 15.144382 eta: 36 days, 17:16:24 batch_cost: 0.9256 data_cost: 0.0011 ips: 8.6433 images/s [07/23 01:19:24] ppdet.engine INFO: Epoch: [5] [31000/54024] learning_rate: 0.000100 loss_class: 0.716403 loss_bbox: 0.121318 loss_giou: 0.536252 loss_class_aux: 4.528093 loss_bbox_aux: 0.772194 loss_giou_aux: 3.357703 loss_class_dn: 0.350584 loss_bbox_dn: 0.116927 loss_giou_dn: 0.408037 loss_class_aux_dn: 1.913053 loss_bbox_aux_dn: 0.694395 loss_giou_aux_dn: 2.324303 loss: 15.759519 eta: 36 days, 17:16:40 batch_cost: 0.9245 data_cost: 0.0012 ips: 8.6530 images/s [07/23 01:20:58] ppdet.engine INFO: Epoch: [5] [31100/54024] learning_rate: 0.000100 loss_class: 0.708848 loss_bbox: 0.119788 loss_giou: 0.518952 loss_class_aux: 4.442460 loss_bbox_aux: 0.738142 loss_giou_aux: 3.223848 loss_class_dn: 0.355870 loss_bbox_dn: 0.120444 loss_giou_dn: 0.396018 loss_class_aux_dn: 1.904994 loss_bbox_aux_dn: 0.716175 loss_giou_aux_dn: 2.252455 loss: 15.765225 eta: 36 days, 17:15:09 batch_cost: 0.8831 data_cost: 0.0231 ips: 9.0588 images/s [07/23 01:22:36] ppdet.engine INFO: Epoch: [5] [31200/54024] learning_rate: 0.000100 loss_class: 0.727730 loss_bbox: 0.121350 loss_giou: 0.557096 loss_class_aux: 4.528824 loss_bbox_aux: 0.783527 loss_giou_aux: 3.506289 loss_class_dn: 0.370672 loss_bbox_dn: 0.106852 loss_giou_dn: 0.441018 loss_class_aux_dn: 2.020660 loss_bbox_aux_dn: 0.664749 loss_giou_aux_dn: 2.494201 loss: 16.784693 eta: 36 days, 17:15:24 batch_cost: 0.9241 data_cost: 0.0012 ips: 8.6571 images/s [07/23 01:24:18] ppdet.engine INFO: Epoch: [5] [31300/54024] learning_rate: 0.000100 loss_class: 0.708663 loss_bbox: 0.121024 loss_giou: 0.495161 loss_class_aux: 4.401529 loss_bbox_aux: 0.774820 loss_giou_aux: 3.087922 loss_class_dn: 0.355965 loss_bbox_dn: 0.114889 loss_giou_dn: 0.387919 loss_class_aux_dn: 1.897915 loss_bbox_aux_dn: 0.699464 loss_giou_aux_dn: 2.199146 loss: 15.625305 eta: 36 days, 17:17:31 batch_cost: 0.9678 data_cost: 0.0160 ips: 8.2666 images/s [07/23 01:25:50] ppdet.engine INFO: Epoch: [5] [31400/54024] learning_rate: 0.000100 loss_class: 0.660866 loss_bbox: 0.112722 loss_giou: 0.505232 loss_class_aux: 4.142932 loss_bbox_aux: 0.724006 loss_giou_aux: 3.179203 loss_class_dn: 0.342868 loss_bbox_dn: 0.109902 loss_giou_dn: 0.406644 loss_class_aux_dn: 1.869315 loss_bbox_aux_dn: 0.660724 loss_giou_aux_dn: 2.236475 loss: 15.376334 eta: 36 days, 17:15:14 batch_cost: 0.8654 data_cost: 0.0019 ips: 9.2438 images/s [07/23 01:27:22] ppdet.engine INFO: Epoch: [5] [31500/54024] learning_rate: 0.000100 loss_class: 0.720235 loss_bbox: 0.118679 loss_giou: 0.519520 loss_class_aux: 4.417710 loss_bbox_aux: 0.768376 loss_giou_aux: 3.280280 loss_class_dn: 0.355770 loss_bbox_dn: 0.117092 loss_giou_dn: 0.421247 loss_class_aux_dn: 1.920572 loss_bbox_aux_dn: 0.684845 loss_giou_aux_dn: 2.380324 loss: 15.915159 eta: 36 days, 17:13:16 batch_cost: 0.8724 data_cost: 0.0304 ips: 9.1697 images/s [07/23 01:29:05] ppdet.engine INFO: Epoch: [5] [31600/54024] learning_rate: 0.000100 loss_class: 0.701651 loss_bbox: 0.108750 loss_giou: 0.502445 loss_class_aux: 4.341648 loss_bbox_aux: 0.712340 loss_giou_aux: 3.116531 loss_class_dn: 0.348260 loss_bbox_dn: 0.106864 loss_giou_dn: 0.388030 loss_class_aux_dn: 1.874731 loss_bbox_aux_dn: 0.659316 loss_giou_aux_dn: 2.184023 loss: 15.289393 eta: 36 days, 17:15:46 batch_cost: 0.9769 data_cost: 0.0012 ips: 8.1895 images/s [07/23 01:30:31] ppdet.engine INFO: Epoch: [5] [31700/54024] learning_rate: 0.000100 loss_class: 0.718650 loss_bbox: 0.117831 loss_giou: 0.484330 loss_class_aux: 4.374735 loss_bbox_aux: 0.768442 loss_giou_aux: 3.073968 loss_class_dn: 0.353447 loss_bbox_dn: 0.114778 loss_giou_dn: 0.405251 loss_class_aux_dn: 1.916960 loss_bbox_aux_dn: 0.685588 loss_giou_aux_dn: 2.306311 loss: 15.525442 eta: 36 days, 17:10:48 batch_cost: 0.8027 data_cost: 0.0011 ips: 9.9668 images/s [07/23 01:32:03] ppdet.engine INFO: Epoch: [5] [31800/54024] learning_rate: 0.000100 loss_class: 0.671925 loss_bbox: 0.112257 loss_giou: 0.510047 loss_class_aux: 4.147110 loss_bbox_aux: 0.715534 loss_giou_aux: 3.177740 loss_class_dn: 0.343922 loss_bbox_dn: 0.103302 loss_giou_dn: 0.380505 loss_class_aux_dn: 1.849648 loss_bbox_aux_dn: 0.626583 loss_giou_aux_dn: 2.171779 loss: 14.819807 eta: 36 days, 17:09:07 batch_cost: 0.8793 data_cost: 0.0435 ips: 9.0984 images/s [07/23 01:33:31] ppdet.engine INFO: Epoch: [5] [31900/54024] learning_rate: 0.000100 loss_class: 0.712411 loss_bbox: 0.123829 loss_giou: 0.517851 loss_class_aux: 4.433793 loss_bbox_aux: 0.824952 loss_giou_aux: 3.222233 loss_class_dn: 0.350173 loss_bbox_dn: 0.114609 loss_giou_dn: 0.397685 loss_class_aux_dn: 1.879567 loss_bbox_aux_dn: 0.705927 loss_giou_aux_dn: 2.258781 loss: 15.464081 eta: 36 days, 17:05:18 batch_cost: 0.8294 data_cost: 0.0011 ips: 9.6456 images/s [07/23 01:35:06] ppdet.engine INFO: Epoch: [5] [32000/54024] learning_rate: 0.000100 loss_class: 0.670517 loss_bbox: 0.116082 loss_giou: 0.494864 loss_class_aux: 4.240279 loss_bbox_aux: 0.768578 loss_giou_aux: 3.206411 loss_class_dn: 0.343995 loss_bbox_dn: 0.115958 loss_giou_dn: 0.392692 loss_class_aux_dn: 1.863190 loss_bbox_aux_dn: 0.698858 loss_giou_aux_dn: 2.253041 loss: 15.355097 eta: 36 days, 17:04:39 batch_cost: 0.9034 data_cost: 0.0504 ips: 8.8556 images/s [07/23 01:36:41] ppdet.engine INFO: Epoch: [5] [32100/54024] learning_rate: 0.000100 loss_class: 0.681429 loss_bbox: 0.109945 loss_giou: 0.501287 loss_class_aux: 4.256445 loss_bbox_aux: 0.724990 loss_giou_aux: 3.181756 loss_class_dn: 0.358043 loss_bbox_dn: 0.101151 loss_giou_dn: 0.400227 loss_class_aux_dn: 1.899623 loss_bbox_aux_dn: 0.626844 loss_giou_aux_dn: 2.269391 loss: 15.484908 eta: 36 days, 17:04:06 batch_cost: 0.9055 data_cost: 0.0131 ips: 8.8350 images/s [07/23 01:38:13] ppdet.engine INFO: Epoch: [5] [32200/54024] learning_rate: 0.000100 loss_class: 0.700243 loss_bbox: 0.105847 loss_giou: 0.479433 loss_class_aux: 4.340932 loss_bbox_aux: 0.706194 loss_giou_aux: 3.006939 loss_class_dn: 0.337384 loss_bbox_dn: 0.109371 loss_giou_dn: 0.379233 loss_class_aux_dn: 1.831049 loss_bbox_aux_dn: 0.661330 loss_giou_aux_dn: 2.159119 loss: 15.110796 eta: 36 days, 17:01:30 batch_cost: 0.8579 data_cost: 0.0418 ips: 9.3247 images/s [07/23 01:39:41] ppdet.engine INFO: Epoch: [5] [32300/54024] learning_rate: 0.000100 loss_class: 0.739564 loss_bbox: 0.128633 loss_giou: 0.544101 loss_class_aux: 4.615534 loss_bbox_aux: 0.858498 loss_giou_aux: 3.425670 loss_class_dn: 0.379940 loss_bbox_dn: 0.124703 loss_giou_dn: 0.430670 loss_class_aux_dn: 2.056941 loss_bbox_aux_dn: 0.753927 loss_giou_aux_dn: 2.431102 loss: 16.539874 eta: 36 days, 16:57:48 batch_cost: 0.8317 data_cost: 0.0205 ips: 9.6188 images/s [07/23 01:41:14] ppdet.engine INFO: Epoch: [5] [32400/54024] learning_rate: 0.000100 loss_class: 0.738467 loss_bbox: 0.119895 loss_giou: 0.532251 loss_class_aux: 4.534134 loss_bbox_aux: 0.771000 loss_giou_aux: 3.307181 loss_class_dn: 0.360912 loss_bbox_dn: 0.116582 loss_giou_dn: 0.423247 loss_class_aux_dn: 1.950973 loss_bbox_aux_dn: 0.703955 loss_giou_aux_dn: 2.344699 loss: 16.116683 eta: 36 days, 16:56:18 batch_cost: 0.8837 data_cost: 0.0011 ips: 9.0525 images/s [07/23 01:42:43] ppdet.engine INFO: Epoch: [5] [32500/54024] learning_rate: 0.000100 loss_class: 0.709731 loss_bbox: 0.109866 loss_giou: 0.499791 loss_class_aux: 4.418310 loss_bbox_aux: 0.725973 loss_giou_aux: 3.121052 loss_class_dn: 0.352916 loss_bbox_dn: 0.104755 loss_giou_dn: 0.407246 loss_class_aux_dn: 1.889657 loss_bbox_aux_dn: 0.614630 loss_giou_aux_dn: 2.287702 loss: 15.526208 eta: 36 days, 16:52:36 batch_cost: 0.8317 data_cost: 0.0277 ips: 9.6193 images/s [07/23 01:44:19] ppdet.engine INFO: Epoch: [5] [32600/54024] learning_rate: 0.000100 loss_class: 0.683907 loss_bbox: 0.119380 loss_giou: 0.468092 loss_class_aux: 4.319315 loss_bbox_aux: 0.779043 loss_giou_aux: 2.951509 loss_class_dn: 0.350300 loss_bbox_dn: 0.112439 loss_giou_dn: 0.386587 loss_class_aux_dn: 1.875972 loss_bbox_aux_dn: 0.702606 loss_giou_aux_dn: 2.153587 loss: 15.655404 eta: 36 days, 16:52:14 batch_cost: 0.9099 data_cost: 0.0012 ips: 8.7923 images/s [07/23 01:46:15] ppdet.engine INFO: Epoch: [5] [32700/54024] learning_rate: 0.000100 loss_class: 0.717557 loss_bbox: 0.110639 loss_giou: 0.479500 loss_class_aux: 4.445420 loss_bbox_aux: 0.715861 loss_giou_aux: 3.033825 loss_class_dn: 0.349630 loss_bbox_dn: 0.105923 loss_giou_dn: 0.387446 loss_class_aux_dn: 1.894132 loss_bbox_aux_dn: 0.649119 loss_giou_aux_dn: 2.184677 loss: 15.171114 eta: 36 days, 17:00:18 batch_cost: 1.1090 data_cost: 0.0067 ips: 7.2139 images/s [07/23 01:47:50] ppdet.engine INFO: Epoch: [5] [32800/54024] learning_rate: 0.000100 loss_class: 0.714525 loss_bbox: 0.113936 loss_giou: 0.548859 loss_class_aux: 4.403882 loss_bbox_aux: 0.751693 loss_giou_aux: 3.414526 loss_class_dn: 0.360523 loss_bbox_dn: 0.118515 loss_giou_dn: 0.424527 loss_class_aux_dn: 1.948615 loss_bbox_aux_dn: 0.710873 loss_giou_aux_dn: 2.456037 loss: 16.173497 eta: 36 days, 16:59:31 batch_cost: 0.9004 data_cost: 0.0288 ips: 8.8848 images/s [07/23 01:49:21] ppdet.engine INFO: Epoch: [5] [32900/54024] learning_rate: 0.000100 loss_class: 0.721560 loss_bbox: 0.123543 loss_giou: 0.550625 loss_class_aux: 4.504789 loss_bbox_aux: 0.794306 loss_giou_aux: 3.411609 loss_class_dn: 0.361974 loss_bbox_dn: 0.119639 loss_giou_dn: 0.412940 loss_class_aux_dn: 1.957528 loss_bbox_aux_dn: 0.721841 loss_giou_aux_dn: 2.349553 loss: 16.106758 eta: 36 days, 16:56:50 batch_cost: 0.8557 data_cost: 0.0245 ips: 9.3490 images/s [07/23 01:50:56] ppdet.engine INFO: Epoch: [5] [33000/54024] learning_rate: 0.000100 loss_class: 0.691698 loss_bbox: 0.112040 loss_giou: 0.494262 loss_class_aux: 4.352832 loss_bbox_aux: 0.722191 loss_giou_aux: 3.087159 loss_class_dn: 0.339163 loss_bbox_dn: 0.106781 loss_giou_dn: 0.379312 loss_class_aux_dn: 1.862114 loss_bbox_aux_dn: 0.678394 loss_giou_aux_dn: 2.137697 loss: 15.159563 eta: 36 days, 16:56:05 batch_cost: 0.9013 data_cost: 0.0112 ips: 8.8765 images/s [07/23 01:52:32] ppdet.engine INFO: Epoch: [5] [33100/54024] learning_rate: 0.000100 loss_class: 0.700019 loss_bbox: 0.117739 loss_giou: 0.477788 loss_class_aux: 4.390319 loss_bbox_aux: 0.779389 loss_giou_aux: 3.014596 loss_class_dn: 0.340065 loss_bbox_dn: 0.119041 loss_giou_dn: 0.383795 loss_class_aux_dn: 1.887817 loss_bbox_aux_dn: 0.724130 loss_giou_aux_dn: 2.163246 loss: 15.185787 eta: 36 days, 16:55:26 batch_cost: 0.9036 data_cost: 0.0012 ips: 8.8532 images/s [07/23 01:54:20] ppdet.engine INFO: Epoch: [5] [33200/54024] learning_rate: 0.000100 loss_class: 0.699003 loss_bbox: 0.115731 loss_giou: 0.497874 loss_class_aux: 4.446913 loss_bbox_aux: 0.752152 loss_giou_aux: 3.143425 loss_class_dn: 0.350546 loss_bbox_dn: 0.109389 loss_giou_dn: 0.391518 loss_class_aux_dn: 1.884646 loss_bbox_aux_dn: 0.660736 loss_giou_aux_dn: 2.211985 loss: 15.503155 eta: 36 days, 16:59:52 batch_cost: 1.0238 data_cost: 0.0040 ips: 7.8141 images/s [07/23 01:55:45] ppdet.engine INFO: Epoch: [5] [33300/54024] learning_rate: 0.000100 loss_class: 0.718408 loss_bbox: 0.113465 loss_giou: 0.515423 loss_class_aux: 4.446442 loss_bbox_aux: 0.736203 loss_giou_aux: 3.205897 loss_class_dn: 0.358242 loss_bbox_dn: 0.113531 loss_giou_dn: 0.405233 loss_class_aux_dn: 1.909014 loss_bbox_aux_dn: 0.694524 loss_giou_aux_dn: 2.302978 loss: 15.829145 eta: 36 days, 16:54:24 batch_cost: 0.7897 data_cost: 0.0011 ips: 10.1301 images/s [07/23 01:57:15] ppdet.engine INFO: Epoch: [5] [33400/54024] learning_rate: 0.000100 loss_class: 0.720087 loss_bbox: 0.127017 loss_giou: 0.519499 loss_class_aux: 4.447756 loss_bbox_aux: 0.822359 loss_giou_aux: 3.249458 loss_class_dn: 0.369036 loss_bbox_dn: 0.115757 loss_giou_dn: 0.405157 loss_class_aux_dn: 1.986942 loss_bbox_aux_dn: 0.718444 loss_giou_aux_dn: 2.316873 loss: 16.176641 eta: 36 days, 16:51:27 batch_cost: 0.8496 data_cost: 0.0018 ips: 9.4166 images/s [07/23 01:58:57] ppdet.engine INFO: Epoch: [5] [33500/54024] learning_rate: 0.000100 loss_class: 0.703803 loss_bbox: 0.124436 loss_giou: 0.501126 loss_class_aux: 4.395952 loss_bbox_aux: 0.806843 loss_giou_aux: 3.120465 loss_class_dn: 0.362418 loss_bbox_dn: 0.128418 loss_giou_dn: 0.389655 loss_class_aux_dn: 1.966750 loss_bbox_aux_dn: 0.747720 loss_giou_aux_dn: 2.222957 loss: 16.169514 eta: 36 days, 16:53:37 batch_cost: 0.9705 data_cost: 0.1196 ips: 8.2430 images/s [07/23 02:00:26] ppdet.engine INFO: Epoch: [5] [33600/54024] learning_rate: 0.000100 loss_class: 0.713564 loss_bbox: 0.109604 loss_giou: 0.507433 loss_class_aux: 4.424229 loss_bbox_aux: 0.705141 loss_giou_aux: 3.148145 loss_class_dn: 0.365356 loss_bbox_dn: 0.109544 loss_giou_dn: 0.416364 loss_class_aux_dn: 1.956345 loss_bbox_aux_dn: 0.674751 loss_giou_aux_dn: 2.365072 loss: 15.749261 eta: 36 days, 16:50:04 batch_cost: 0.8352 data_cost: 0.0017 ips: 9.5788 images/s [07/23 02:02:14] ppdet.engine INFO: Epoch: [5] [33700/54024] learning_rate: 0.000100 loss_class: 0.681675 loss_bbox: 0.115625 loss_giou: 0.498544 loss_class_aux: 4.215800 loss_bbox_aux: 0.754137 loss_giou_aux: 3.172960 loss_class_dn: 0.339751 loss_bbox_dn: 0.110147 loss_giou_dn: 0.394946 loss_class_aux_dn: 1.846832 loss_bbox_aux_dn: 0.674958 loss_giou_aux_dn: 2.247263 loss: 15.402120 eta: 36 days, 16:54:43 batch_cost: 1.0292 data_cost: 0.0011 ips: 7.7734 images/s [07/23 02:03:54] ppdet.engine INFO: Epoch: [5] [33800/54024] learning_rate: 0.000100 loss_class: 0.705317 loss_bbox: 0.121538 loss_giou: 0.470137 loss_class_aux: 4.443168 loss_bbox_aux: 0.797572 loss_giou_aux: 2.915926 loss_class_dn: 0.348671 loss_bbox_dn: 0.119160 loss_giou_dn: 0.384928 loss_class_aux_dn: 1.864703 loss_bbox_aux_dn: 0.727598 loss_giou_aux_dn: 2.164472 loss: 15.260086 eta: 36 days, 16:55:54 batch_cost: 0.9475 data_cost: 0.0012 ips: 8.4437 images/s [07/23 02:05:26] ppdet.engine INFO: Epoch: [5] [33900/54024] learning_rate: 0.000100 loss_class: 0.692766 loss_bbox: 0.113238 loss_giou: 0.512838 loss_class_aux: 4.378007 loss_bbox_aux: 0.762135 loss_giou_aux: 3.196596 loss_class_dn: 0.346229 loss_bbox_dn: 0.114215 loss_giou_dn: 0.394773 loss_class_aux_dn: 1.885089 loss_bbox_aux_dn: 0.699841 loss_giou_aux_dn: 2.213977 loss: 15.490453 eta: 36 days, 16:54:16 batch_cost: 0.8807 data_cost: 0.0016 ips: 9.0835 images/s [07/23 02:06:53] ppdet.engine INFO: Epoch: [5] [34000/54024] learning_rate: 0.000100 loss_class: 0.736149 loss_bbox: 0.129758 loss_giou: 0.591463 loss_class_aux: 4.601760 loss_bbox_aux: 0.819340 loss_giou_aux: 3.650247 loss_class_dn: 0.396103 loss_bbox_dn: 0.120019 loss_giou_dn: 0.456027 loss_class_aux_dn: 2.109804 loss_bbox_aux_dn: 0.708537 loss_giou_aux_dn: 2.574992 loss: 17.320932 eta: 36 days, 16:50:10 batch_cost: 0.8221 data_cost: 0.0011 ips: 9.7314 images/s [07/23 02:08:24] ppdet.engine INFO: Epoch: [5] [34100/54024] learning_rate: 0.000100 loss_class: 0.681270 loss_bbox: 0.113097 loss_giou: 0.489857 loss_class_aux: 4.253427 loss_bbox_aux: 0.724801 loss_giou_aux: 3.011589 loss_class_dn: 0.327931 loss_bbox_dn: 0.112195 loss_giou_dn: 0.387226 loss_class_aux_dn: 1.771651 loss_bbox_aux_dn: 0.696335 loss_giou_aux_dn: 2.178492 loss: 14.576476 eta: 36 days, 16:47:09 batch_cost: 0.8476 data_cost: 0.0011 ips: 9.4383 images/s [07/23 02:09:59] ppdet.engine INFO: Epoch: [5] [34200/54024] learning_rate: 0.000100 loss_class: 0.676771 loss_bbox: 0.115793 loss_giou: 0.504522 loss_class_aux: 4.212459 loss_bbox_aux: 0.733643 loss_giou_aux: 3.176580 loss_class_dn: 0.346739 loss_bbox_dn: 0.108242 loss_giou_dn: 0.393048 loss_class_aux_dn: 1.851130 loss_bbox_aux_dn: 0.688980 loss_giou_aux_dn: 2.206584 loss: 15.147376 eta: 36 days, 16:46:29 batch_cost: 0.9037 data_cost: 0.0023 ips: 8.8524 images/s [07/23 02:11:31] ppdet.engine INFO: Epoch: [5] [34300/54024] learning_rate: 0.000100 loss_class: 0.687473 loss_bbox: 0.108746 loss_giou: 0.493240 loss_class_aux: 4.253124 loss_bbox_aux: 0.750657 loss_giou_aux: 3.066324 loss_class_dn: 0.359411 loss_bbox_dn: 0.112106 loss_giou_dn: 0.388240 loss_class_aux_dn: 1.935082 loss_bbox_aux_dn: 0.676859 loss_giou_aux_dn: 2.156155 loss: 15.543707 eta: 36 days, 16:44:18 batch_cost: 0.8674 data_cost: 0.0012 ips: 9.2234 images/s [07/23 02:13:01] ppdet.engine INFO: Epoch: [5] [34400/54024] learning_rate: 0.000100 loss_class: 0.714319 loss_bbox: 0.116930 loss_giou: 0.490782 loss_class_aux: 4.382018 loss_bbox_aux: 0.772927 loss_giou_aux: 3.059213 loss_class_dn: 0.355559 loss_bbox_dn: 0.122123 loss_giou_dn: 0.388664 loss_class_aux_dn: 1.885633 loss_bbox_aux_dn: 0.727207 loss_giou_aux_dn: 2.208720 loss: 15.541714 eta: 36 days, 16:41:35 batch_cost: 0.8548 data_cost: 0.0267 ips: 9.3593 images/s [07/23 02:14:38] ppdet.engine INFO: Epoch: [5] [34500/54024] learning_rate: 0.000100 loss_class: 0.726127 loss_bbox: 0.123372 loss_giou: 0.534785 loss_class_aux: 4.524682 loss_bbox_aux: 0.809916 loss_giou_aux: 3.307778 loss_class_dn: 0.375100 loss_bbox_dn: 0.110598 loss_giou_dn: 0.426551 loss_class_aux_dn: 1.987718 loss_bbox_aux_dn: 0.656202 loss_giou_aux_dn: 2.427902 loss: 16.121719 eta: 36 days, 16:41:38 batch_cost: 0.9208 data_cost: 0.0011 ips: 8.6877 images/s [07/23 02:16:05] ppdet.engine INFO: Epoch: [5] [34600/54024] learning_rate: 0.000100 loss_class: 0.672776 loss_bbox: 0.107533 loss_giou: 0.481757 loss_class_aux: 4.250669 loss_bbox_aux: 0.716255 loss_giou_aux: 3.073916 loss_class_dn: 0.336114 loss_bbox_dn: 0.107274 loss_giou_dn: 0.400138 loss_class_aux_dn: 1.788017 loss_bbox_aux_dn: 0.623751 loss_giou_aux_dn: 2.312107 loss: 15.125824 eta: 36 days, 16:37:17 batch_cost: 0.8156 data_cost: 0.0064 ips: 9.8091 images/s [07/23 02:17:37] ppdet.engine INFO: Epoch: [5] [34700/54024] learning_rate: 0.000100 loss_class: 0.676452 loss_bbox: 0.113713 loss_giou: 0.476956 loss_class_aux: 4.200847 loss_bbox_aux: 0.749973 loss_giou_aux: 2.988605 loss_class_dn: 0.347923 loss_bbox_dn: 0.111082 loss_giou_dn: 0.401564 loss_class_aux_dn: 1.880736 loss_bbox_aux_dn: 0.683110 loss_giou_aux_dn: 2.264851 loss: 15.034292 eta: 36 days, 16:35:09 batch_cost: 0.8687 data_cost: 0.0013 ips: 9.2096 images/s [07/23 02:19:04] ppdet.engine INFO: Epoch: [5] [34800/54024] learning_rate: 0.000100 loss_class: 0.716231 loss_bbox: 0.116519 loss_giou: 0.553794 loss_class_aux: 4.543957 loss_bbox_aux: 0.794232 loss_giou_aux: 3.408689 loss_class_dn: 0.369623 loss_bbox_dn: 0.105499 loss_giou_dn: 0.414455 loss_class_aux_dn: 1.996989 loss_bbox_aux_dn: 0.644363 loss_giou_aux_dn: 2.343725 loss: 15.974689 eta: 36 days, 16:31:12 batch_cost: 0.8249 data_cost: 0.0240 ips: 9.6987 images/s [07/23 02:20:32] ppdet.engine INFO: Epoch: [5] [34900/54024] learning_rate: 0.000100 loss_class: 0.663019 loss_bbox: 0.122795 loss_giou: 0.507469 loss_class_aux: 4.172608 loss_bbox_aux: 0.813535 loss_giou_aux: 3.189107 loss_class_dn: 0.353121 loss_bbox_dn: 0.110861 loss_giou_dn: 0.419493 loss_class_aux_dn: 1.920931 loss_bbox_aux_dn: 0.678137 loss_giou_aux_dn: 2.370235 loss: 15.933781 eta: 36 days, 16:27:21 batch_cost: 0.8273 data_cost: 0.0011 ips: 9.6702 images/s [07/23 02:21:59] ppdet.engine INFO: Epoch: [5] [35000/54024] learning_rate: 0.000100 loss_class: 0.677720 loss_bbox: 0.115226 loss_giou: 0.512219 loss_class_aux: 4.211267 loss_bbox_aux: 0.761260 loss_giou_aux: 3.214014 loss_class_dn: 0.354397 loss_bbox_dn: 0.115901 loss_giou_dn: 0.390173 loss_class_aux_dn: 1.898799 loss_bbox_aux_dn: 0.705643 loss_giou_aux_dn: 2.266268 loss: 15.486767 eta: 36 days, 16:22:45 batch_cost: 0.8096 data_cost: 0.0012 ips: 9.8810 images/s [07/23 02:23:31] ppdet.engine INFO: Epoch: [5] [35100/54024] learning_rate: 0.000100 loss_class: 0.725337 loss_bbox: 0.120128 loss_giou: 0.530413 loss_class_aux: 4.477321 loss_bbox_aux: 0.781123 loss_giou_aux: 3.348125 loss_class_dn: 0.358256 loss_bbox_dn: 0.115743 loss_giou_dn: 0.427748 loss_class_aux_dn: 1.928576 loss_bbox_aux_dn: 0.686144 loss_giou_aux_dn: 2.383296 loss: 16.001537 eta: 36 days, 16:20:29 batch_cost: 0.8649 data_cost: 0.0012 ips: 9.2498 images/s [07/23 02:25:11] ppdet.engine INFO: Epoch: [5] [35200/54024] learning_rate: 0.000100 loss_class: 0.717937 loss_bbox: 0.119486 loss_giou: 0.536019 loss_class_aux: 4.432069 loss_bbox_aux: 0.803252 loss_giou_aux: 3.403641 loss_class_dn: 0.372998 loss_bbox_dn: 0.122441 loss_giou_dn: 0.405961 loss_class_aux_dn: 1.987789 loss_bbox_aux_dn: 0.707987 loss_giou_aux_dn: 2.301519 loss: 15.901126 eta: 36 days, 16:21:49 batch_cost: 0.9515 data_cost: 0.0011 ips: 8.4080 images/s [07/23 02:26:37] ppdet.engine INFO: Epoch: [5] [35300/54024] learning_rate: 0.000100 loss_class: 0.718862 loss_bbox: 0.120552 loss_giou: 0.527176 loss_class_aux: 4.566829 loss_bbox_aux: 0.781465 loss_giou_aux: 3.316081 loss_class_dn: 0.362868 loss_bbox_dn: 0.122905 loss_giou_dn: 0.415982 loss_class_aux_dn: 1.945044 loss_bbox_aux_dn: 0.733442 loss_giou_aux_dn: 2.353207 loss: 16.162929 eta: 36 days, 16:17:39 batch_cost: 0.8196 data_cost: 0.0012 ips: 9.7603 images/s [07/23 02:28:37] ppdet.engine INFO: Epoch: [5] [35400/54024] learning_rate: 0.000100 loss_class: 0.719728 loss_bbox: 0.108069 loss_giou: 0.484410 loss_class_aux: 4.437462 loss_bbox_aux: 0.714263 loss_giou_aux: 3.044783 loss_class_dn: 0.331928 loss_bbox_dn: 0.113541 loss_giou_dn: 0.373391 loss_class_aux_dn: 1.820087 loss_bbox_aux_dn: 0.681215 loss_giou_aux_dn: 2.113357 loss: 14.525632 eta: 36 days, 16:27:03 batch_cost: 1.1453 data_cost: 0.0017 ips: 6.9850 images/s [07/23 02:30:09] ppdet.engine INFO: Epoch: [5] [35500/54024] learning_rate: 0.000100 loss_class: 0.727514 loss_bbox: 0.122577 loss_giou: 0.500293 loss_class_aux: 4.591190 loss_bbox_aux: 0.784662 loss_giou_aux: 3.152612 loss_class_dn: 0.361053 loss_bbox_dn: 0.112135 loss_giou_dn: 0.404586 loss_class_aux_dn: 1.966743 loss_bbox_aux_dn: 0.692878 loss_giou_aux_dn: 2.300235 loss: 16.294624 eta: 36 days, 16:24:40 batch_cost: 0.8626 data_cost: 0.0011 ips: 9.2746 images/s [07/23 02:32:04] ppdet.engine INFO: Epoch: [5] [35600/54024] learning_rate: 0.000100 loss_class: 0.696352 loss_bbox: 0.123817 loss_giou: 0.513457 loss_class_aux: 4.182813 loss_bbox_aux: 0.827832 loss_giou_aux: 3.251626 loss_class_dn: 0.368862 loss_bbox_dn: 0.118606 loss_giou_dn: 0.410255 loss_class_aux_dn: 2.008994 loss_bbox_aux_dn: 0.718637 loss_giou_aux_dn: 2.326116 loss: 16.062489 eta: 36 days, 16:32:18 batch_cost: 1.1031 data_cost: 0.0160 ips: 7.2523 images/s [07/23 02:33:32] ppdet.engine INFO: Epoch: [5] [35700/54024] learning_rate: 0.000100 loss_class: 0.697441 loss_bbox: 0.117895 loss_giou: 0.490727 loss_class_aux: 4.381628 loss_bbox_aux: 0.777695 loss_giou_aux: 3.089786 loss_class_dn: 0.344349 loss_bbox_dn: 0.111464 loss_giou_dn: 0.390528 loss_class_aux_dn: 1.881412 loss_bbox_aux_dn: 0.665081 loss_giou_aux_dn: 2.208756 loss: 15.313068 eta: 36 days, 16:28:16 batch_cost: 0.8229 data_cost: 0.0019 ips: 9.7222 images/s [07/23 02:35:01] ppdet.engine INFO: Epoch: [5] [35800/54024] learning_rate: 0.000100 loss_class: 0.724825 loss_bbox: 0.127429 loss_giou: 0.514588 loss_class_aux: 4.512083 loss_bbox_aux: 0.819545 loss_giou_aux: 3.213075 loss_class_dn: 0.353141 loss_bbox_dn: 0.122144 loss_giou_dn: 0.405053 loss_class_aux_dn: 1.934971 loss_bbox_aux_dn: 0.739058 loss_giou_aux_dn: 2.271246 loss: 15.930830 eta: 36 days, 16:24:39 batch_cost: 0.8329 data_cost: 0.0019 ips: 9.6045 images/s [07/23 02:36:29] ppdet.engine INFO: Epoch: [5] [35900/54024] learning_rate: 0.000100 loss_class: 0.683541 loss_bbox: 0.109639 loss_giou: 0.524418 loss_class_aux: 4.299536 loss_bbox_aux: 0.716535 loss_giou_aux: 3.264581 loss_class_dn: 0.355151 loss_bbox_dn: 0.106488 loss_giou_dn: 0.425060 loss_class_aux_dn: 1.873240 loss_bbox_aux_dn: 0.647220 loss_giou_aux_dn: 2.378366 loss: 15.747075 eta: 36 days, 16:20:44 batch_cost: 0.8257 data_cost: 0.0011 ips: 9.6888 images/s [07/23 02:38:08] ppdet.engine INFO: Epoch: [5] [36000/54024] learning_rate: 0.000100 loss_class: 0.715358 loss_bbox: 0.116291 loss_giou: 0.523619 loss_class_aux: 4.378968 loss_bbox_aux: 0.777289 loss_giou_aux: 3.250676 loss_class_dn: 0.354535 loss_bbox_dn: 0.118604 loss_giou_dn: 0.410419 loss_class_aux_dn: 1.911215 loss_bbox_aux_dn: 0.701697 loss_giou_aux_dn: 2.296536 loss: 16.000543 eta: 36 days, 16:21:44 batch_cost: 0.9438 data_cost: 0.0016 ips: 8.4765 images/s [07/23 02:39:39] ppdet.engine INFO: Epoch: [5] [36100/54024] learning_rate: 0.000100 loss_class: 0.692259 loss_bbox: 0.115771 loss_giou: 0.515790 loss_class_aux: 4.397915 loss_bbox_aux: 0.778853 loss_giou_aux: 3.195333 loss_class_dn: 0.357785 loss_bbox_dn: 0.115283 loss_giou_dn: 0.401976 loss_class_aux_dn: 1.934453 loss_bbox_aux_dn: 0.725819 loss_giou_aux_dn: 2.293300 loss: 15.895628 eta: 36 days, 16:19:08 batch_cost: 0.8572 data_cost: 0.0011 ips: 9.3326 images/s [07/23 02:41:03] ppdet.engine INFO: Epoch: [5] [36200/54024] learning_rate: 0.000100 loss_class: 0.697080 loss_bbox: 0.115105 loss_giou: 0.502350 loss_class_aux: 4.389680 loss_bbox_aux: 0.745911 loss_giou_aux: 3.234307 loss_class_dn: 0.349359 loss_bbox_dn: 0.110645 loss_giou_dn: 0.400966 loss_class_aux_dn: 1.865600 loss_bbox_aux_dn: 0.680803 loss_giou_aux_dn: 2.266217 loss: 15.243013 eta: 36 days, 16:13:55 batch_cost: 0.7942 data_cost: 0.0055 ips: 10.0732 images/s [07/23 02:42:43] ppdet.engine INFO: Epoch: [5] [36300/54024] learning_rate: 0.000100 loss_class: 0.733073 loss_bbox: 0.125755 loss_giou: 0.479600 loss_class_aux: 4.532279 loss_bbox_aux: 0.810305 loss_giou_aux: 3.031539 loss_class_dn: 0.347217 loss_bbox_dn: 0.117320 loss_giou_dn: 0.390836 loss_class_aux_dn: 1.861680 loss_bbox_aux_dn: 0.716290 loss_giou_aux_dn: 2.189008 loss: 15.642406 eta: 36 days, 16:15:04 batch_cost: 0.9475 data_cost: 0.0011 ips: 8.4429 images/s [07/23 02:44:19] ppdet.engine INFO: Epoch: [5] [36400/54024] learning_rate: 0.000100 loss_class: 0.723039 loss_bbox: 0.117242 loss_giou: 0.517788 loss_class_aux: 4.461404 loss_bbox_aux: 0.786993 loss_giou_aux: 3.232506 loss_class_dn: 0.376946 loss_bbox_dn: 0.120560 loss_giou_dn: 0.416058 loss_class_aux_dn: 2.043047 loss_bbox_aux_dn: 0.720365 loss_giou_aux_dn: 2.338389 loss: 16.568931 eta: 36 days, 16:14:42 batch_cost: 0.9113 data_cost: 0.0011 ips: 8.7787 images/s [07/23 02:45:52] ppdet.engine INFO: Epoch: [5] [36500/54024] learning_rate: 0.000100 loss_class: 0.713824 loss_bbox: 0.130497 loss_giou: 0.516712 loss_class_aux: 4.486995 loss_bbox_aux: 0.839345 loss_giou_aux: 3.233334 loss_class_dn: 0.359076 loss_bbox_dn: 0.117281 loss_giou_dn: 0.413100 loss_class_aux_dn: 1.930999 loss_bbox_aux_dn: 0.728833 loss_giou_aux_dn: 2.349153 loss: 15.715056 eta: 36 days, 16:12:38 batch_cost: 0.8699 data_cost: 0.0012 ips: 9.1968 images/s [07/23 02:47:25] ppdet.engine INFO: Epoch: [5] [36600/54024] learning_rate: 0.000100 loss_class: 0.737901 loss_bbox: 0.122253 loss_giou: 0.544385 loss_class_aux: 4.624539 loss_bbox_aux: 0.795666 loss_giou_aux: 3.403787 loss_class_dn: 0.363216 loss_bbox_dn: 0.116346 loss_giou_dn: 0.421917 loss_class_aux_dn: 1.921218 loss_bbox_aux_dn: 0.704819 loss_giou_aux_dn: 2.399256 loss: 16.407560 eta: 36 days, 16:11:05 batch_cost: 0.8827 data_cost: 0.0011 ips: 9.0630 images/s [07/23 02:48:58] ppdet.engine INFO: Epoch: [5] [36700/54024] learning_rate: 0.000100 loss_class: 0.683365 loss_bbox: 0.119564 loss_giou: 0.451367 loss_class_aux: 4.174946 loss_bbox_aux: 0.792827 loss_giou_aux: 2.855580 loss_class_dn: 0.341378 loss_bbox_dn: 0.115024 loss_giou_dn: 0.373758 loss_class_aux_dn: 1.845674 loss_bbox_aux_dn: 0.698362 loss_giou_aux_dn: 2.102190 loss: 15.264989 eta: 36 days, 16:09:18 batch_cost: 0.8766 data_cost: 0.0012 ips: 9.1261 images/s [07/23 02:50:38] ppdet.engine INFO: Epoch: [5] [36800/54024] learning_rate: 0.000100 loss_class: 0.710489 loss_bbox: 0.116252 loss_giou: 0.471740 loss_class_aux: 4.415191 loss_bbox_aux: 0.754343 loss_giou_aux: 2.970387 loss_class_dn: 0.346932 loss_bbox_dn: 0.115637 loss_giou_dn: 0.396305 loss_class_aux_dn: 1.880069 loss_bbox_aux_dn: 0.707354 loss_giou_aux_dn: 2.221586 loss: 15.048108 eta: 36 days, 16:10:31 batch_cost: 0.9498 data_cost: 0.0011 ips: 8.4227 images/s [07/23 02:52:13] ppdet.engine INFO: Epoch: [5] [36900/54024] learning_rate: 0.000100 loss_class: 0.707759 loss_bbox: 0.122900 loss_giou: 0.510266 loss_class_aux: 4.333267 loss_bbox_aux: 0.780643 loss_giou_aux: 3.209329 loss_class_dn: 0.368307 loss_bbox_dn: 0.104230 loss_giou_dn: 0.408902 loss_class_aux_dn: 1.974074 loss_bbox_aux_dn: 0.624330 loss_giou_aux_dn: 2.324944 loss: 16.487696 eta: 36 days, 16:09:13 batch_cost: 0.8885 data_cost: 0.0015 ips: 9.0036 images/s [07/23 02:53:52] ppdet.engine INFO: Epoch: [5] [37000/54024] learning_rate: 0.000100 loss_class: 0.678260 loss_bbox: 0.113983 loss_giou: 0.488995 loss_class_aux: 4.207466 loss_bbox_aux: 0.750239 loss_giou_aux: 3.087457 loss_class_dn: 0.335551 loss_bbox_dn: 0.119494 loss_giou_dn: 0.380811 loss_class_aux_dn: 1.807676 loss_bbox_aux_dn: 0.704802 loss_giou_aux_dn: 2.119186 loss: 14.998460 eta: 36 days, 16:09:43 batch_cost: 0.9325 data_cost: 0.0011 ips: 8.5794 images/s [07/23 02:55:26] ppdet.engine INFO: Epoch: [5] [37100/54024] learning_rate: 0.000100 loss_class: 0.681443 loss_bbox: 0.111236 loss_giou: 0.488996 loss_class_aux: 4.183717 loss_bbox_aux: 0.740238 loss_giou_aux: 3.084493 loss_class_dn: 0.327024 loss_bbox_dn: 0.115389 loss_giou_dn: 0.380439 loss_class_aux_dn: 1.784286 loss_bbox_aux_dn: 0.698884 loss_giou_aux_dn: 2.163865 loss: 14.882355 eta: 36 days, 16:08:22 batch_cost: 0.8874 data_cost: 0.0400 ips: 9.0153 images/s [07/23 02:56:57] ppdet.engine INFO: Epoch: [5] [37200/54024] learning_rate: 0.000100 loss_class: 0.758440 loss_bbox: 0.115836 loss_giou: 0.522446 loss_class_aux: 4.684896 loss_bbox_aux: 0.762417 loss_giou_aux: 3.276762 loss_class_dn: 0.379169 loss_bbox_dn: 0.120872 loss_giou_dn: 0.417459 loss_class_aux_dn: 2.057651 loss_bbox_aux_dn: 0.703267 loss_giou_aux_dn: 2.364995 loss: 16.364428 eta: 36 days, 16:05:18 batch_cost: 0.8456 data_cost: 0.0187 ips: 9.4608 images/s [07/23 02:58:31] ppdet.engine INFO: Epoch: [5] [37300/54024] learning_rate: 0.000100 loss_class: 0.698014 loss_bbox: 0.117020 loss_giou: 0.529629 loss_class_aux: 4.466059 loss_bbox_aux: 0.771422 loss_giou_aux: 3.304823 loss_class_dn: 0.372312 loss_bbox_dn: 0.112162 loss_giou_dn: 0.424165 loss_class_aux_dn: 2.012564 loss_bbox_aux_dn: 0.676294 loss_giou_aux_dn: 2.351014 loss: 16.663462 eta: 36 days, 16:03:54 batch_cost: 0.8862 data_cost: 0.0109 ips: 9.0274 images/s [07/23 03:00:23] ppdet.engine INFO: Epoch: [5] [37400/54024] learning_rate: 0.000100 loss_class: 0.702101 loss_bbox: 0.113455 loss_giou: 0.486877 loss_class_aux: 4.402359 loss_bbox_aux: 0.784956 loss_giou_aux: 2.999971 loss_class_dn: 0.345317 loss_bbox_dn: 0.117745 loss_giou_dn: 0.372664 loss_class_aux_dn: 1.897375 loss_bbox_aux_dn: 0.704261 loss_giou_aux_dn: 2.128412 loss: 15.218883 eta: 36 days, 16:10:03 batch_cost: 1.0704 data_cost: 0.1241 ips: 7.4741 images/s [07/23 03:02:01] ppdet.engine INFO: Epoch: [5] [37500/54024] learning_rate: 0.000100 loss_class: 0.697452 loss_bbox: 0.117402 loss_giou: 0.465994 loss_class_aux: 4.329701 loss_bbox_aux: 0.778878 loss_giou_aux: 2.984047 loss_class_dn: 0.352351 loss_bbox_dn: 0.114289 loss_giou_dn: 0.388803 loss_class_aux_dn: 1.900567 loss_bbox_aux_dn: 0.696533 loss_giou_aux_dn: 2.192671 loss: 15.442267 eta: 36 days, 16:10:20 batch_cost: 0.9272 data_cost: 0.0012 ips: 8.6285 images/s [07/23 03:03:34] ppdet.engine INFO: Epoch: [5] [37600/54024] learning_rate: 0.000100 loss_class: 0.672937 loss_bbox: 0.119275 loss_giou: 0.502482 loss_class_aux: 4.156092 loss_bbox_aux: 0.773544 loss_giou_aux: 3.075013 loss_class_dn: 0.349893 loss_bbox_dn: 0.111625 loss_giou_dn: 0.390738 loss_class_aux_dn: 1.915949 loss_bbox_aux_dn: 0.708772 loss_giou_aux_dn: 2.193015 loss: 15.369649 eta: 36 days, 16:08:32 batch_cost: 0.8767 data_cost: 0.0012 ips: 9.1251 images/s [07/23 03:05:07] ppdet.engine INFO: Epoch: [5] [37700/54024] learning_rate: 0.000100 loss_class: 0.706073 loss_bbox: 0.112408 loss_giou: 0.566574 loss_class_aux: 4.415613 loss_bbox_aux: 0.742184 loss_giou_aux: 3.566624 loss_class_dn: 0.355059 loss_bbox_dn: 0.114046 loss_giou_dn: 0.432461 loss_class_aux_dn: 1.897888 loss_bbox_aux_dn: 0.703247 loss_giou_aux_dn: 2.419888 loss: 15.601427 eta: 36 days, 16:06:31 batch_cost: 0.8714 data_cost: 0.0276 ips: 9.1804 images/s [07/23 03:06:34] ppdet.engine INFO: Epoch: [5] [37800/54024] learning_rate: 0.000100 loss_class: 0.677700 loss_bbox: 0.110294 loss_giou: 0.492060 loss_class_aux: 4.294019 loss_bbox_aux: 0.731426 loss_giou_aux: 3.083180 loss_class_dn: 0.331948 loss_bbox_dn: 0.113699 loss_giou_dn: 0.388922 loss_class_aux_dn: 1.778025 loss_bbox_aux_dn: 0.705160 loss_giou_aux_dn: 2.159554 loss: 14.722651 eta: 36 days, 16:02:38 batch_cost: 0.8255 data_cost: 0.0011 ips: 9.6915 images/s [07/23 03:08:07] ppdet.engine INFO: Epoch: [5] [37900/54024] learning_rate: 0.000100 loss_class: 0.697688 loss_bbox: 0.114044 loss_giou: 0.538492 loss_class_aux: 4.338526 loss_bbox_aux: 0.728589 loss_giou_aux: 3.391685 loss_class_dn: 0.367407 loss_bbox_dn: 0.101975 loss_giou_dn: 0.442766 loss_class_aux_dn: 1.985053 loss_bbox_aux_dn: 0.623840 loss_giou_aux_dn: 2.471583 loss: 16.091420 eta: 36 days, 16:00:55 batch_cost: 0.8789 data_cost: 0.0598 ips: 9.1027 images/s [07/23 03:09:36] ppdet.engine INFO: Epoch: [5] [38000/54024] learning_rate: 0.000100 loss_class: 0.762288 loss_bbox: 0.124026 loss_giou: 0.552044 loss_class_aux: 4.642488 loss_bbox_aux: 0.810127 loss_giou_aux: 3.455898 loss_class_dn: 0.372801 loss_bbox_dn: 0.114027 loss_giou_dn: 0.450550 loss_class_aux_dn: 1.993852 loss_bbox_aux_dn: 0.686681 loss_giou_aux_dn: 2.497266 loss: 16.759668 eta: 36 days, 15:57:36 batch_cost: 0.8395 data_cost: 0.0228 ips: 9.5298 images/s [07/23 03:11:11] ppdet.engine INFO: Epoch: [5] [38100/54024] learning_rate: 0.000100 loss_class: 0.752972 loss_bbox: 0.123388 loss_giou: 0.552776 loss_class_aux: 4.696139 loss_bbox_aux: 0.803116 loss_giou_aux: 3.432679 loss_class_dn: 0.368991 loss_bbox_dn: 0.116624 loss_giou_dn: 0.432012 loss_class_aux_dn: 1.986215 loss_bbox_aux_dn: 0.717495 loss_giou_aux_dn: 2.422905 loss: 16.122557 eta: 36 days, 15:56:36 batch_cost: 0.8961 data_cost: 0.0011 ips: 8.9279 images/s [07/23 03:12:59] ppdet.engine INFO: Epoch: [5] [38200/54024] learning_rate: 0.000100 loss_class: 0.698091 loss_bbox: 0.117744 loss_giou: 0.538782 loss_class_aux: 4.298410 loss_bbox_aux: 0.762104 loss_giou_aux: 3.296129 loss_class_dn: 0.364241 loss_bbox_dn: 0.105073 loss_giou_dn: 0.408675 loss_class_aux_dn: 1.968365 loss_bbox_aux_dn: 0.640288 loss_giou_aux_dn: 2.290917 loss: 16.181389 eta: 36 days, 16:00:53 batch_cost: 1.0254 data_cost: 0.0012 ips: 7.8019 images/s [07/23 03:14:34] ppdet.engine INFO: Epoch: [5] [38300/54024] learning_rate: 0.000100 loss_class: 0.696759 loss_bbox: 0.115791 loss_giou: 0.499247 loss_class_aux: 4.351214 loss_bbox_aux: 0.726069 loss_giou_aux: 3.140643 loss_class_dn: 0.345058 loss_bbox_dn: 0.109989 loss_giou_dn: 0.384628 loss_class_aux_dn: 1.849283 loss_bbox_aux_dn: 0.673470 loss_giou_aux_dn: 2.168619 loss: 15.414992 eta: 36 days, 16:00:02 batch_cost: 0.9000 data_cost: 0.0732 ips: 8.8886 images/s [07/23 03:16:03] ppdet.engine INFO: Epoch: [5] [38400/54024] learning_rate: 0.000100 loss_class: 0.724916 loss_bbox: 0.119459 loss_giou: 0.589033 loss_class_aux: 4.460873 loss_bbox_aux: 0.797738 loss_giou_aux: 3.659943 loss_class_dn: 0.371295 loss_bbox_dn: 0.114519 loss_giou_dn: 0.447391 loss_class_aux_dn: 2.012344 loss_bbox_aux_dn: 0.714376 loss_giou_aux_dn: 2.492175 loss: 16.574986 eta: 36 days, 15:56:20 batch_cost: 0.8300 data_cost: 0.0012 ips: 9.6391 images/s [07/23 03:17:45] ppdet.engine INFO: Epoch: [5] [38500/54024] learning_rate: 0.000100 loss_class: 0.730868 loss_bbox: 0.120455 loss_giou: 0.549890 loss_class_aux: 4.542055 loss_bbox_aux: 0.786748 loss_giou_aux: 3.452664 loss_class_dn: 0.368807 loss_bbox_dn: 0.121368 loss_giou_dn: 0.430871 loss_class_aux_dn: 1.986178 loss_bbox_aux_dn: 0.729090 loss_giou_aux_dn: 2.437001 loss: 16.531274 eta: 36 days, 15:58:38 batch_cost: 0.9773 data_cost: 0.0011 ips: 8.1859 images/s [07/23 03:19:21] ppdet.engine INFO: Epoch: [5] [38600/54024] learning_rate: 0.000100 loss_class: 0.674074 loss_bbox: 0.119608 loss_giou: 0.503796 loss_class_aux: 4.195272 loss_bbox_aux: 0.773183 loss_giou_aux: 3.129706 loss_class_dn: 0.337472 loss_bbox_dn: 0.110222 loss_giou_dn: 0.398673 loss_class_aux_dn: 1.830533 loss_bbox_aux_dn: 0.664043 loss_giou_aux_dn: 2.240151 loss: 15.091281 eta: 36 days, 15:58:11 batch_cost: 0.9095 data_cost: 0.0011 ips: 8.7960 images/s [07/23 03:20:50] ppdet.engine INFO: Epoch: [5] [38700/54024] learning_rate: 0.000100 loss_class: 0.708109 loss_bbox: 0.110210 loss_giou: 0.494497 loss_class_aux: 4.487684 loss_bbox_aux: 0.716235 loss_giou_aux: 3.045601 loss_class_dn: 0.351565 loss_bbox_dn: 0.104606 loss_giou_dn: 0.398531 loss_class_aux_dn: 1.894204 loss_bbox_aux_dn: 0.634983 loss_giou_aux_dn: 2.257180 loss: 15.583262 eta: 36 days, 15:54:40 batch_cost: 0.8347 data_cost: 0.0011 ips: 9.5841 images/s [07/23 03:22:24] ppdet.engine INFO: Epoch: [5] [38800/54024] learning_rate: 0.000100 loss_class: 0.688437 loss_bbox: 0.112343 loss_giou: 0.491968 loss_class_aux: 4.303976 loss_bbox_aux: 0.769927 loss_giou_aux: 3.103160 loss_class_dn: 0.342423 loss_bbox_dn: 0.120932 loss_giou_dn: 0.386470 loss_class_aux_dn: 1.837507 loss_bbox_aux_dn: 0.721598 loss_giou_aux_dn: 2.198010 loss: 15.264223 eta: 36 days, 15:53:13 batch_cost: 0.8850 data_cost: 0.0012 ips: 9.0397 images/s [07/23 03:23:50] ppdet.engine INFO: Epoch: [5] [38900/54024] learning_rate: 0.000100 loss_class: 0.661384 loss_bbox: 0.107358 loss_giou: 0.479538 loss_class_aux: 4.135579 loss_bbox_aux: 0.716129 loss_giou_aux: 2.998468 loss_class_dn: 0.329598 loss_bbox_dn: 0.117306 loss_giou_dn: 0.373300 loss_class_aux_dn: 1.806772 loss_bbox_aux_dn: 0.689117 loss_giou_aux_dn: 2.123373 loss: 15.228209 eta: 36 days, 15:48:19 batch_cost: 0.8003 data_cost: 0.0011 ips: 9.9957 images/s [07/23 03:25:28] ppdet.engine INFO: Epoch: [5] [39000/54024] learning_rate: 0.000100 loss_class: 0.709852 loss_bbox: 0.113763 loss_giou: 0.508368 loss_class_aux: 4.279634 loss_bbox_aux: 0.746341 loss_giou_aux: 3.224073 loss_class_dn: 0.351528 loss_bbox_dn: 0.110648 loss_giou_dn: 0.408120 loss_class_aux_dn: 1.928826 loss_bbox_aux_dn: 0.670363 loss_giou_aux_dn: 2.334692 loss: 15.967752 eta: 36 days, 15:49:08 batch_cost: 0.9412 data_cost: 0.0122 ips: 8.5002 images/s [07/23 03:26:54] ppdet.engine INFO: Epoch: [5] [39100/54024] learning_rate: 0.000100 loss_class: 0.649336 loss_bbox: 0.110266 loss_giou: 0.532148 loss_class_aux: 3.999701 loss_bbox_aux: 0.742230 loss_giou_aux: 3.333869 loss_class_dn: 0.330467 loss_bbox_dn: 0.105789 loss_giou_dn: 0.410195 loss_class_aux_dn: 1.763704 loss_bbox_aux_dn: 0.651715 loss_giou_aux_dn: 2.274877 loss: 15.164464 eta: 36 days, 15:44:29 batch_cost: 0.8062 data_cost: 0.0011 ips: 9.9226 images/s [07/23 03:28:23] ppdet.engine INFO: Epoch: [5] [39200/54024] learning_rate: 0.000100 loss_class: 0.712219 loss_bbox: 0.114058 loss_giou: 0.508068 loss_class_aux: 4.409956 loss_bbox_aux: 0.750936 loss_giou_aux: 3.193047 loss_class_dn: 0.355905 loss_bbox_dn: 0.110192 loss_giou_dn: 0.401679 loss_class_aux_dn: 1.900862 loss_bbox_aux_dn: 0.663741 loss_giou_aux_dn: 2.272575 loss: 15.523334 eta: 36 days, 15:40:56 batch_cost: 0.8332 data_cost: 0.0014 ips: 9.6021 images/s [07/23 03:29:55] ppdet.engine INFO: Epoch: [5] [39300/54024] learning_rate: 0.000100 loss_class: 0.700701 loss_bbox: 0.112029 loss_giou: 0.531778 loss_class_aux: 4.355814 loss_bbox_aux: 0.724409 loss_giou_aux: 3.324867 loss_class_dn: 0.364228 loss_bbox_dn: 0.103060 loss_giou_dn: 0.422149 loss_class_aux_dn: 1.963022 loss_bbox_aux_dn: 0.630452 loss_giou_aux_dn: 2.339410 loss: 16.253201 eta: 36 days, 15:38:46 batch_cost: 0.8673 data_cost: 0.0020 ips: 9.2243 images/s [07/23 03:31:24] ppdet.engine INFO: Epoch: [5] [39400/54024] learning_rate: 0.000100 loss_class: 0.706526 loss_bbox: 0.129910 loss_giou: 0.538881 loss_class_aux: 4.347870 loss_bbox_aux: 0.849672 loss_giou_aux: 3.379837 loss_class_dn: 0.359008 loss_bbox_dn: 0.120668 loss_giou_dn: 0.422419 loss_class_aux_dn: 1.946111 loss_bbox_aux_dn: 0.730744 loss_giou_aux_dn: 2.403906 loss: 15.918230 eta: 36 days, 15:35:04 batch_cost: 0.8296 data_cost: 0.0011 ips: 9.6427 images/s [07/23 03:32:59] ppdet.engine INFO: Epoch: [5] [39500/54024] learning_rate: 0.000100 loss_class: 0.731481 loss_bbox: 0.117746 loss_giou: 0.521498 loss_class_aux: 4.513572 loss_bbox_aux: 0.801424 loss_giou_aux: 3.269159 loss_class_dn: 0.351167 loss_bbox_dn: 0.121247 loss_giou_dn: 0.414373 loss_class_aux_dn: 1.879984 loss_bbox_aux_dn: 0.742927 loss_giou_aux_dn: 2.367019 loss: 15.739944 eta: 36 days, 15:34:15 batch_cost: 0.9006 data_cost: 0.0011 ips: 8.8833 images/s [07/23 03:34:37] ppdet.engine INFO: Epoch: [5] [39600/54024] learning_rate: 0.000100 loss_class: 0.710770 loss_bbox: 0.115379 loss_giou: 0.511275 loss_class_aux: 4.426288 loss_bbox_aux: 0.759215 loss_giou_aux: 3.268686 loss_class_dn: 0.352127 loss_bbox_dn: 0.112333 loss_giou_dn: 0.418602 loss_class_aux_dn: 1.883012 loss_bbox_aux_dn: 0.686363 loss_giou_aux_dn: 2.382486 loss: 15.589961 eta: 36 days, 15:34:40 batch_cost: 0.9315 data_cost: 0.0055 ips: 8.5883 images/s [07/23 03:36:10] ppdet.engine INFO: Epoch: [5] [39700/54024] learning_rate: 0.000100 loss_class: 0.668205 loss_bbox: 0.110136 loss_giou: 0.473300 loss_class_aux: 4.139593 loss_bbox_aux: 0.702556 loss_giou_aux: 3.001600 loss_class_dn: 0.325268 loss_bbox_dn: 0.102077 loss_giou_dn: 0.364908 loss_class_aux_dn: 1.756793 loss_bbox_aux_dn: 0.628321 loss_giou_aux_dn: 2.107054 loss: 14.556958 eta: 36 days, 15:32:36 batch_cost: 0.8696 data_cost: 0.0012 ips: 9.2001 images/s [07/23 03:37:35] ppdet.engine INFO: Epoch: [5] [39800/54024] learning_rate: 0.000100 loss_class: 0.694953 loss_bbox: 0.119206 loss_giou: 0.522317 loss_class_aux: 4.329418 loss_bbox_aux: 0.762752 loss_giou_aux: 3.272872 loss_class_dn: 0.357008 loss_bbox_dn: 0.117612 loss_giou_dn: 0.406459 loss_class_aux_dn: 1.889759 loss_bbox_aux_dn: 0.696161 loss_giou_aux_dn: 2.290464 loss: 15.540999 eta: 36 days, 15:27:24 batch_cost: 0.7925 data_cost: 0.0012 ips: 10.0952 images/s [07/23 03:39:07] ppdet.engine INFO: Epoch: [5] [39900/54024] learning_rate: 0.000100 loss_class: 0.679037 loss_bbox: 0.107302 loss_giou: 0.496955 loss_class_aux: 4.166365 loss_bbox_aux: 0.710322 loss_giou_aux: 3.078573 loss_class_dn: 0.333346 loss_bbox_dn: 0.104676 loss_giou_dn: 0.394130 loss_class_aux_dn: 1.824342 loss_bbox_aux_dn: 0.645701 loss_giou_aux_dn: 2.241329 loss: 15.452278 eta: 36 days, 15:25:33 batch_cost: 0.8747 data_cost: 0.0550 ips: 9.1458 images/s [07/23 03:40:38] ppdet.engine INFO: Epoch: [5] [40000/54024] learning_rate: 0.000100 loss_class: 0.692957 loss_bbox: 0.112547 loss_giou: 0.493447 loss_class_aux: 4.357224 loss_bbox_aux: 0.772619 loss_giou_aux: 3.123097 loss_class_dn: 0.346504 loss_bbox_dn: 0.111416 loss_giou_dn: 0.398715 loss_class_aux_dn: 1.886679 loss_bbox_aux_dn: 0.671799 loss_giou_aux_dn: 2.288954 loss: 15.230075 eta: 36 days, 15:22:45 batch_cost: 0.8517 data_cost: 0.0011 ips: 9.3928 images/s [07/23 03:42:24] ppdet.engine INFO: Epoch: [5] [40100/54024] learning_rate: 0.000100 loss_class: 0.699011 loss_bbox: 0.116134 loss_giou: 0.539623 loss_class_aux: 4.351016 loss_bbox_aux: 0.760472 loss_giou_aux: 3.344558 loss_class_dn: 0.353435 loss_bbox_dn: 0.108208 loss_giou_dn: 0.412299 loss_class_aux_dn: 1.869945 loss_bbox_aux_dn: 0.680883 loss_giou_aux_dn: 2.325061 loss: 16.091571 eta: 36 days, 15:26:09 batch_cost: 1.0055 data_cost: 0.0012 ips: 7.9565 images/s [07/23 03:44:00] ppdet.engine INFO: Epoch: [5] [40200/54024] learning_rate: 0.000100 loss_class: 0.722233 loss_bbox: 0.132105 loss_giou: 0.545740 loss_class_aux: 4.562506 loss_bbox_aux: 0.847602 loss_giou_aux: 3.461573 loss_class_dn: 0.375378 loss_bbox_dn: 0.122778 loss_giou_dn: 0.435378 loss_class_aux_dn: 2.025729 loss_bbox_aux_dn: 0.762033 loss_giou_aux_dn: 2.487262 loss: 16.679893 eta: 36 days, 15:26:09 batch_cost: 0.9210 data_cost: 0.0011 ips: 8.6866 images/s [07/23 03:45:32] ppdet.engine INFO: Epoch: [5] [40300/54024] learning_rate: 0.000100 loss_class: 0.744469 loss_bbox: 0.123512 loss_giou: 0.545691 loss_class_aux: 4.643703 loss_bbox_aux: 0.788160 loss_giou_aux: 3.378739 loss_class_dn: 0.370498 loss_bbox_dn: 0.121563 loss_giou_dn: 0.425581 loss_class_aux_dn: 1.967884 loss_bbox_aux_dn: 0.704025 loss_giou_aux_dn: 2.419969 loss: 16.830957 eta: 36 days, 15:23:47 batch_cost: 0.8625 data_cost: 0.0012 ips: 9.2751 images/s [07/23 03:47:06] ppdet.engine INFO: Epoch: [5] [40400/54024] learning_rate: 0.000100 loss_class: 0.758188 loss_bbox: 0.124543 loss_giou: 0.517611 loss_class_aux: 4.716738 loss_bbox_aux: 0.806627 loss_giou_aux: 3.280231 loss_class_dn: 0.360804 loss_bbox_dn: 0.119543 loss_giou_dn: 0.429300 loss_class_aux_dn: 1.960240 loss_bbox_aux_dn: 0.717000 loss_giou_aux_dn: 2.390439 loss: 16.272372 eta: 36 days, 15:22:17 batch_cost: 0.8838 data_cost: 0.0011 ips: 9.0517 images/s [07/23 03:48:32] ppdet.engine INFO: Epoch: [5] [40500/54024] learning_rate: 0.000100 loss_class: 0.724840 loss_bbox: 0.116373 loss_giou: 0.493367 loss_class_aux: 4.576515 loss_bbox_aux: 0.771732 loss_giou_aux: 3.085014 loss_class_dn: 0.355785 loss_bbox_dn: 0.112066 loss_giou_dn: 0.390903 loss_class_aux_dn: 1.925182 loss_bbox_aux_dn: 0.708445 loss_giou_aux_dn: 2.210498 loss: 15.414322 eta: 36 days, 15:17:58 batch_cost: 0.8138 data_cost: 0.0012 ips: 9.8309 images/s [07/23 03:50:00] ppdet.engine INFO: Epoch: [5] [40600/54024] learning_rate: 0.000100 loss_class: 0.740342 loss_bbox: 0.120188 loss_giou: 0.524234 loss_class_aux: 4.556272 loss_bbox_aux: 0.773125 loss_giou_aux: 3.264642 loss_class_dn: 0.364525 loss_bbox_dn: 0.116278 loss_giou_dn: 0.424009 loss_class_aux_dn: 1.974845 loss_bbox_aux_dn: 0.722686 loss_giou_aux_dn: 2.393829 loss: 16.294954 eta: 36 days, 15:14:07 batch_cost: 0.8250 data_cost: 0.0012 ips: 9.6972 images/s [07/23 03:51:26] ppdet.engine INFO: Epoch: [5] [40700/54024] learning_rate: 0.000100 loss_class: 0.702018 loss_bbox: 0.125940 loss_giou: 0.530295 loss_class_aux: 4.434461 loss_bbox_aux: 0.801086 loss_giou_aux: 3.282836 loss_class_dn: 0.358073 loss_bbox_dn: 0.115085 loss_giou_dn: 0.410111 loss_class_aux_dn: 1.932256 loss_bbox_aux_dn: 0.699386 loss_giou_aux_dn: 2.339118 loss: 16.334698 eta: 36 days, 15:09:28 batch_cost: 0.8054 data_cost: 0.0011 ips: 9.9333 images/s [07/23 03:52:50] ppdet.engine INFO: Epoch: [5] [40800/54024] learning_rate: 0.000100 loss_class: 0.717710 loss_bbox: 0.118547 loss_giou: 0.475573 loss_class_aux: 4.558292 loss_bbox_aux: 0.749484 loss_giou_aux: 2.950008 loss_class_dn: 0.359917 loss_bbox_dn: 0.118870 loss_giou_dn: 0.377699 loss_class_aux_dn: 1.912823 loss_bbox_aux_dn: 0.679183 loss_giou_aux_dn: 2.181117 loss: 15.036462 eta: 36 days, 15:04:07 batch_cost: 0.7877 data_cost: 0.0011 ips: 10.1566 images/s [07/23 03:54:15] ppdet.engine INFO: Epoch: [5] [40900/54024] learning_rate: 0.000100 loss_class: 0.702626 loss_bbox: 0.115687 loss_giou: 0.537328 loss_class_aux: 4.378112 loss_bbox_aux: 0.775450 loss_giou_aux: 3.313821 loss_class_dn: 0.364940 loss_bbox_dn: 0.115793 loss_giou_dn: 0.417056 loss_class_aux_dn: 1.968997 loss_bbox_aux_dn: 0.684406 loss_giou_aux_dn: 2.331625 loss: 16.035894 eta: 36 days, 14:59:25 batch_cost: 0.8035 data_cost: 0.0054 ips: 9.9563 images/s [07/23 03:55:38] ppdet.engine INFO: Epoch: [5] [41000/54024] learning_rate: 0.000100 loss_class: 0.695465 loss_bbox: 0.113815 loss_giou: 0.495581 loss_class_aux: 4.382441 loss_bbox_aux: 0.758904 loss_giou_aux: 3.113067 loss_class_dn: 0.357602 loss_bbox_dn: 0.117615 loss_giou_dn: 0.397933 loss_class_aux_dn: 1.929585 loss_bbox_aux_dn: 0.711679 loss_giou_aux_dn: 2.252211 loss: 15.060069 eta: 36 days, 14:53:57 batch_cost: 0.7844 data_cost: 0.0015 ips: 10.1986 images/s [07/23 03:57:10] ppdet.engine INFO: Epoch: [5] [41100/54024] learning_rate: 0.000100 loss_class: 0.713287 loss_bbox: 0.118324 loss_giou: 0.514048 loss_class_aux: 4.491495 loss_bbox_aux: 0.769790 loss_giou_aux: 3.254044 loss_class_dn: 0.350437 loss_bbox_dn: 0.121678 loss_giou_dn: 0.405349 loss_class_aux_dn: 1.899980 loss_bbox_aux_dn: 0.703709 loss_giou_aux_dn: 2.273745 loss: 15.354738 eta: 36 days, 14:51:51 batch_cost: 0.8686 data_cost: 0.0012 ips: 9.2099 images/s [07/23 03:58:38] ppdet.engine INFO: Epoch: [5] [41200/54024] learning_rate: 0.000100 loss_class: 0.672865 loss_bbox: 0.115878 loss_giou: 0.521476 loss_class_aux: 4.222185 loss_bbox_aux: 0.789466 loss_giou_aux: 3.289330 loss_class_dn: 0.341227 loss_bbox_dn: 0.118322 loss_giou_dn: 0.422017 loss_class_aux_dn: 1.848079 loss_bbox_aux_dn: 0.718449 loss_giou_aux_dn: 2.370422 loss: 15.690048 eta: 36 days, 14:48:21 batch_cost: 0.8335 data_cost: 0.0183 ips: 9.5981 images/s [07/23 04:00:10] ppdet.engine INFO: Epoch: [5] [41300/54024] learning_rate: 0.000100 loss_class: 0.702229 loss_bbox: 0.111124 loss_giou: 0.484254 loss_class_aux: 4.386321 loss_bbox_aux: 0.733297 loss_giou_aux: 2.990584 loss_class_dn: 0.350894 loss_bbox_dn: 0.103925 loss_giou_dn: 0.387408 loss_class_aux_dn: 1.906078 loss_bbox_aux_dn: 0.661942 loss_giou_aux_dn: 2.181539 loss: 15.130680 eta: 36 days, 14:46:04 batch_cost: 0.8636 data_cost: 0.0012 ips: 9.2639 images/s [07/23 04:01:35] ppdet.engine INFO: Epoch: [5] [41400/54024] learning_rate: 0.000100 loss_class: 0.734205 loss_bbox: 0.116205 loss_giou: 0.496185 loss_class_aux: 4.497232 loss_bbox_aux: 0.756903 loss_giou_aux: 3.071476 loss_class_dn: 0.355215 loss_bbox_dn: 0.114123 loss_giou_dn: 0.398689 loss_class_aux_dn: 1.914619 loss_bbox_aux_dn: 0.692614 loss_giou_aux_dn: 2.246691 loss: 15.890675 eta: 36 days, 14:41:19 batch_cost: 0.8023 data_cost: 0.0011 ips: 9.9719 images/s [07/23 04:03:04] ppdet.engine INFO: Epoch: [5] [41500/54024] learning_rate: 0.000100 loss_class: 0.719085 loss_bbox: 0.113138 loss_giou: 0.543921 loss_class_aux: 4.506170 loss_bbox_aux: 0.760592 loss_giou_aux: 3.402138 loss_class_dn: 0.369053 loss_bbox_dn: 0.109426 loss_giou_dn: 0.425211 loss_class_aux_dn: 1.989778 loss_bbox_aux_dn: 0.672199 loss_giou_aux_dn: 2.379123 loss: 15.820702 eta: 36 days, 14:38:11 batch_cost: 0.8421 data_cost: 0.0027 ips: 9.4996 images/s [07/23 04:04:40] ppdet.engine INFO: Epoch: [5] [41600/54024] learning_rate: 0.000100 loss_class: 0.715705 loss_bbox: 0.116479 loss_giou: 0.533355 loss_class_aux: 4.467200 loss_bbox_aux: 0.747925 loss_giou_aux: 3.370524 loss_class_dn: 0.343311 loss_bbox_dn: 0.114098 loss_giou_dn: 0.411522 loss_class_aux_dn: 1.900206 loss_bbox_aux_dn: 0.696248 loss_giou_aux_dn: 2.321428 loss: 15.762635 eta: 36 days, 14:37:59 batch_cost: 0.9159 data_cost: 0.0198 ips: 8.7344 images/s [07/23 04:06:30] ppdet.engine INFO: Epoch: [5] [41700/54024] learning_rate: 0.000100 loss_class: 0.700563 loss_bbox: 0.120929 loss_giou: 0.482621 loss_class_aux: 4.298261 loss_bbox_aux: 0.805120 loss_giou_aux: 3.032835 loss_class_dn: 0.356176 loss_bbox_dn: 0.113518 loss_giou_dn: 0.384896 loss_class_aux_dn: 1.898481 loss_bbox_aux_dn: 0.693664 loss_giou_aux_dn: 2.216594 loss: 15.776287 eta: 36 days, 14:43:24 batch_cost: 1.0572 data_cost: 0.0011 ips: 7.5673 images/s [07/23 04:08:00] ppdet.engine INFO: Epoch: [5] [41800/54024] learning_rate: 0.000100 loss_class: 0.680637 loss_bbox: 0.108948 loss_giou: 0.499138 loss_class_aux: 4.231882 loss_bbox_aux: 0.703026 loss_giou_aux: 3.184114 loss_class_dn: 0.344551 loss_bbox_dn: 0.106917 loss_giou_dn: 0.414376 loss_class_aux_dn: 1.842930 loss_bbox_aux_dn: 0.646359 loss_giou_aux_dn: 2.337769 loss: 15.580564 eta: 36 days, 14:40:24 batch_cost: 0.8460 data_cost: 0.0010 ips: 9.4568 images/s [07/23 04:09:27] ppdet.engine INFO: Epoch: [5] [41900/54024] learning_rate: 0.000100 loss_class: 0.754078 loss_bbox: 0.124511 loss_giou: 0.484486 loss_class_aux: 4.704602 loss_bbox_aux: 0.819914 loss_giou_aux: 3.113800 loss_class_dn: 0.369290 loss_bbox_dn: 0.128200 loss_giou_dn: 0.405660 loss_class_aux_dn: 2.021107 loss_bbox_aux_dn: 0.773388 loss_giou_aux_dn: 2.327371 loss: 16.301628 eta: 36 days, 14:36:17 batch_cost: 0.8176 data_cost: 0.0023 ips: 9.7850 images/s [07/23 04:11:08] ppdet.engine INFO: Epoch: [5] [42000/54024] learning_rate: 0.000100 loss_class: 0.694185 loss_bbox: 0.118668 loss_giou: 0.495423 loss_class_aux: 4.300722 loss_bbox_aux: 0.771650 loss_giou_aux: 3.101929 loss_class_dn: 0.354413 loss_bbox_dn: 0.109059 loss_giou_dn: 0.391799 loss_class_aux_dn: 1.903783 loss_bbox_aux_dn: 0.647934 loss_giou_aux_dn: 2.215075 loss: 15.331183 eta: 36 days, 14:38:10 batch_cost: 0.9683 data_cost: 0.0277 ips: 8.2623 images/s [07/23 04:12:42] ppdet.engine INFO: Epoch: [5] [42100/54024] learning_rate: 0.000100 loss_class: 0.700638 loss_bbox: 0.115326 loss_giou: 0.494271 loss_class_aux: 4.377817 loss_bbox_aux: 0.767076 loss_giou_aux: 3.097616 loss_class_dn: 0.361552 loss_bbox_dn: 0.112731 loss_giou_dn: 0.396418 loss_class_aux_dn: 1.949603 loss_bbox_aux_dn: 0.687960 loss_giou_aux_dn: 2.223313 loss: 16.102320 eta: 36 days, 14:36:50 batch_cost: 0.8878 data_cost: 0.0011 ips: 9.0111 images/s [07/23 04:14:07] ppdet.engine INFO: Epoch: [5] [42200/54024] learning_rate: 0.000100 loss_class: 0.700103 loss_bbox: 0.111498 loss_giou: 0.520612 loss_class_aux: 4.424216 loss_bbox_aux: 0.727130 loss_giou_aux: 3.297801 loss_class_dn: 0.362230 loss_bbox_dn: 0.113247 loss_giou_dn: 0.415013 loss_class_aux_dn: 1.918390 loss_bbox_aux_dn: 0.700399 loss_giou_aux_dn: 2.317110 loss: 15.784199 eta: 36 days, 14:32:19 batch_cost: 0.8074 data_cost: 0.0011 ips: 9.9078 images/s [07/23 04:15:38] ppdet.engine INFO: Epoch: [5] [42300/54024] learning_rate: 0.000100 loss_class: 0.694875 loss_bbox: 0.114320 loss_giou: 0.504742 loss_class_aux: 4.349714 loss_bbox_aux: 0.766727 loss_giou_aux: 3.152154 loss_class_dn: 0.355655 loss_bbox_dn: 0.110974 loss_giou_dn: 0.411692 loss_class_aux_dn: 1.887408 loss_bbox_aux_dn: 0.684516 loss_giou_aux_dn: 2.351174 loss: 15.413658 eta: 36 days, 14:29:42 batch_cost: 0.8552 data_cost: 0.0010 ips: 9.3547 images/s [07/23 04:17:12] ppdet.engine INFO: Epoch: [5] [42400/54024] learning_rate: 0.000100 loss_class: 0.692183 loss_bbox: 0.116529 loss_giou: 0.538844 loss_class_aux: 4.331099 loss_bbox_aux: 0.772275 loss_giou_aux: 3.406921 loss_class_dn: 0.347309 loss_bbox_dn: 0.109535 loss_giou_dn: 0.404142 loss_class_aux_dn: 1.890308 loss_bbox_aux_dn: 0.647909 loss_giou_aux_dn: 2.262952 loss: 16.007505 eta: 36 days, 14:28:40 batch_cost: 0.8953 data_cost: 0.0516 ips: 8.9359 images/s [07/23 04:18:53] ppdet.engine INFO: Epoch: [5] [42500/54024] learning_rate: 0.000100 loss_class: 0.651408 loss_bbox: 0.117734 loss_giou: 0.504387 loss_class_aux: 4.105242 loss_bbox_aux: 0.767196 loss_giou_aux: 3.132137 loss_class_dn: 0.340517 loss_bbox_dn: 0.113851 loss_giou_dn: 0.390296 loss_class_aux_dn: 1.852607 loss_bbox_aux_dn: 0.672290 loss_giou_aux_dn: 2.190168 loss: 15.094769 eta: 36 days, 14:30:25 batch_cost: 0.9657 data_cost: 0.0590 ips: 8.2839 images/s [07/23 04:20:33] ppdet.engine INFO: Epoch: [5] [42600/54024] learning_rate: 0.000100 loss_class: 0.674310 loss_bbox: 0.117116 loss_giou: 0.497993 loss_class_aux: 4.229220 loss_bbox_aux: 0.762591 loss_giou_aux: 3.068515 loss_class_dn: 0.345498 loss_bbox_dn: 0.117240 loss_giou_dn: 0.385575 loss_class_aux_dn: 1.870497 loss_bbox_aux_dn: 0.710922 loss_giou_aux_dn: 2.166904 loss: 15.035521 eta: 36 days, 14:31:30 batch_cost: 0.9487 data_cost: 0.0010 ips: 8.4329 images/s [07/23 04:22:08] ppdet.engine INFO: Epoch: [5] [42700/54024] learning_rate: 0.000100 loss_class: 0.727368 loss_bbox: 0.129812 loss_giou: 0.549341 loss_class_aux: 4.646653 loss_bbox_aux: 0.842390 loss_giou_aux: 3.403629 loss_class_dn: 0.375437 loss_bbox_dn: 0.118801 loss_giou_dn: 0.431965 loss_class_aux_dn: 2.005831 loss_bbox_aux_dn: 0.715461 loss_giou_aux_dn: 2.399779 loss: 16.479249 eta: 36 days, 14:30:31 batch_cost: 0.8964 data_cost: 0.0011 ips: 8.9247 images/s [07/23 04:23:39] ppdet.engine INFO: Epoch: [5] [42800/54024] learning_rate: 0.000100 loss_class: 0.750518 loss_bbox: 0.117198 loss_giou: 0.504818 loss_class_aux: 4.558926 loss_bbox_aux: 0.761970 loss_giou_aux: 3.133671 loss_class_dn: 0.361791 loss_bbox_dn: 0.114306 loss_giou_dn: 0.390663 loss_class_aux_dn: 1.950679 loss_bbox_aux_dn: 0.718323 loss_giou_aux_dn: 2.214134 loss: 15.990613 eta: 36 days, 14:27:55 batch_cost: 0.8557 data_cost: 0.0223 ips: 9.3488 images/s [07/23 04:25:17] ppdet.engine INFO: Epoch: [5] [42900/54024] learning_rate: 0.000100 loss_class: 0.705403 loss_bbox: 0.112334 loss_giou: 0.490212 loss_class_aux: 4.401323 loss_bbox_aux: 0.746394 loss_giou_aux: 3.095780 loss_class_dn: 0.346297 loss_bbox_dn: 0.115470 loss_giou_dn: 0.388735 loss_class_aux_dn: 1.847023 loss_bbox_aux_dn: 0.710629 loss_giou_aux_dn: 2.201688 loss: 15.155681 eta: 36 days, 14:28:22 batch_cost: 0.9330 data_cost: 0.0011 ips: 8.5749 images/s [07/23 04:26:41] ppdet.engine INFO: Epoch: [5] [43000/54024] learning_rate: 0.000100 loss_class: 0.733544 loss_bbox: 0.119273 loss_giou: 0.524934 loss_class_aux: 4.504668 loss_bbox_aux: 0.776146 loss_giou_aux: 3.301563 loss_class_dn: 0.369295 loss_bbox_dn: 0.110255 loss_giou_dn: 0.401362 loss_class_aux_dn: 1.985023 loss_bbox_aux_dn: 0.687591 loss_giou_aux_dn: 2.266556 loss: 16.061160 eta: 36 days, 14:23:00 batch_cost: 0.7857 data_cost: 0.0011 ips: 10.1825 images/s [07/23 04:28:07] ppdet.engine INFO: Epoch: [5] [43100/54024] learning_rate: 0.000100 loss_class: 0.761033 loss_bbox: 0.124878 loss_giou: 0.548133 loss_class_aux: 4.654498 loss_bbox_aux: 0.841541 loss_giou_aux: 3.428206 loss_class_dn: 0.363224 loss_bbox_dn: 0.118931 loss_giou_dn: 0.424702 loss_class_aux_dn: 1.966442 loss_bbox_aux_dn: 0.731471 loss_giou_aux_dn: 2.405108 loss: 16.411743 eta: 36 days, 14:18:45 batch_cost: 0.8135 data_cost: 0.0011 ips: 9.8337 images/s [07/23 04:29:40] ppdet.engine INFO: Epoch: [5] [43200/54024] learning_rate: 0.000100 loss_class: 0.718352 loss_bbox: 0.121315 loss_giou: 0.539027 loss_class_aux: 4.398440 loss_bbox_aux: 0.777474 loss_giou_aux: 3.409229 loss_class_dn: 0.368722 loss_bbox_dn: 0.119689 loss_giou_dn: 0.437055 loss_class_aux_dn: 1.981737 loss_bbox_aux_dn: 0.705900 loss_giou_aux_dn: 2.434947 loss: 16.344869 eta: 36 days, 14:16:58 batch_cost: 0.8762 data_cost: 0.0017 ips: 9.1305 images/s [07/23 04:31:07] ppdet.engine INFO: Epoch: [5] [43300/54024] learning_rate: 0.000100 loss_class: 0.715397 loss_bbox: 0.108184 loss_giou: 0.490297 loss_class_aux: 4.383128 loss_bbox_aux: 0.702242 loss_giou_aux: 3.089300 loss_class_dn: 0.350687 loss_bbox_dn: 0.111105 loss_giou_dn: 0.380057 loss_class_aux_dn: 1.891076 loss_bbox_aux_dn: 0.670340 loss_giou_aux_dn: 2.216138 loss: 15.213249 eta: 36 days, 14:13:05 batch_cost: 0.8229 data_cost: 0.0012 ips: 9.7222 images/s [07/23 04:32:40] ppdet.engine INFO: Epoch: [5] [43400/54024] learning_rate: 0.000100 loss_class: 0.686212 loss_bbox: 0.118623 loss_giou: 0.497883 loss_class_aux: 4.262760 loss_bbox_aux: 0.776441 loss_giou_aux: 3.151078 loss_class_dn: 0.346950 loss_bbox_dn: 0.117138 loss_giou_dn: 0.389456 loss_class_aux_dn: 1.897396 loss_bbox_aux_dn: 0.691245 loss_giou_aux_dn: 2.169203 loss: 15.143533 eta: 36 days, 14:11:38 batch_cost: 0.8848 data_cost: 0.0011 ips: 9.0416 images/s [07/23 04:34:06] ppdet.engine INFO: Epoch: [5] [43500/54024] learning_rate: 0.000100 loss_class: 0.668640 loss_bbox: 0.110415 loss_giou: 0.481935 loss_class_aux: 4.215079 loss_bbox_aux: 0.752291 loss_giou_aux: 3.004601 loss_class_dn: 0.333959 loss_bbox_dn: 0.114780 loss_giou_dn: 0.382650 loss_class_aux_dn: 1.831430 loss_bbox_aux_dn: 0.708852 loss_giou_aux_dn: 2.223100 loss: 15.192323 eta: 36 days, 14:07:36 batch_cost: 0.8188 data_cost: 0.0011 ips: 9.7708 images/s [07/23 04:35:36] ppdet.engine INFO: Epoch: [5] [43600/54024] learning_rate: 0.000100 loss_class: 0.729213 loss_bbox: 0.115868 loss_giou: 0.515044 loss_class_aux: 4.560035 loss_bbox_aux: 0.768706 loss_giou_aux: 3.290001 loss_class_dn: 0.360320 loss_bbox_dn: 0.120669 loss_giou_dn: 0.413506 loss_class_aux_dn: 1.945076 loss_bbox_aux_dn: 0.723838 loss_giou_aux_dn: 2.344166 loss: 16.283767 eta: 36 days, 14:04:25 batch_cost: 0.8404 data_cost: 0.0011 ips: 9.5196 images/s [07/23 04:37:10] ppdet.engine INFO: Epoch: [5] [43700/54024] learning_rate: 0.000100 loss_class: 0.712749 loss_bbox: 0.117697 loss_giou: 0.565389 loss_class_aux: 4.425662 loss_bbox_aux: 0.775163 loss_giou_aux: 3.566435 loss_class_dn: 0.383378 loss_bbox_dn: 0.116495 loss_giou_dn: 0.437014 loss_class_aux_dn: 2.029816 loss_bbox_aux_dn: 0.724203 loss_giou_aux_dn: 2.452622 loss: 16.706862 eta: 36 days, 14:03:15 batch_cost: 0.8920 data_cost: 0.0011 ips: 8.9690 images/s [07/23 04:38:44] ppdet.engine INFO: Epoch: [5] [43800/54024] learning_rate: 0.000100 loss_class: 0.708555 loss_bbox: 0.113894 loss_giou: 0.479953 loss_class_aux: 4.405119 loss_bbox_aux: 0.737385 loss_giou_aux: 2.999860 loss_class_dn: 0.350593 loss_bbox_dn: 0.111488 loss_giou_dn: 0.384917 loss_class_aux_dn: 1.895214 loss_bbox_aux_dn: 0.670550 loss_giou_aux_dn: 2.180732 loss: 15.447052 eta: 36 days, 14:02:08 batch_cost: 0.8930 data_cost: 0.0367 ips: 8.9590 images/s [07/23 04:40:39] ppdet.engine INFO: Epoch: [5] [43900/54024] learning_rate: 0.000100 loss_class: 0.731799 loss_bbox: 0.121923 loss_giou: 0.524914 loss_class_aux: 4.634087 loss_bbox_aux: 0.800299 loss_giou_aux: 3.249546 loss_class_dn: 0.374532 loss_bbox_dn: 0.121855 loss_giou_dn: 0.411664 loss_class_aux_dn: 2.012310 loss_bbox_aux_dn: 0.748287 loss_giou_aux_dn: 2.310843 loss: 15.849203 eta: 36 days, 14:09:09 batch_cost: 1.1005 data_cost: 0.2704 ips: 7.2697 images/s [07/23 04:42:06] ppdet.engine INFO: Epoch: [5] [44000/54024] learning_rate: 0.000100 loss_class: 0.688607 loss_bbox: 0.109156 loss_giou: 0.510614 loss_class_aux: 4.283428 loss_bbox_aux: 0.726631 loss_giou_aux: 3.181940 loss_class_dn: 0.354473 loss_bbox_dn: 0.110143 loss_giou_dn: 0.395157 loss_class_aux_dn: 1.871258 loss_bbox_aux_dn: 0.669230 loss_giou_aux_dn: 2.236181 loss: 15.070114 eta: 36 days, 14:05:04 batch_cost: 0.8177 data_cost: 0.0016 ips: 9.7837 images/s [07/23 04:43:36] ppdet.engine INFO: Epoch: [5] [44100/54024] learning_rate: 0.000100 loss_class: 0.703987 loss_bbox: 0.116210 loss_giou: 0.486697 loss_class_aux: 4.397237 loss_bbox_aux: 0.787878 loss_giou_aux: 3.046827 loss_class_dn: 0.345318 loss_bbox_dn: 0.116473 loss_giou_dn: 0.402723 loss_class_aux_dn: 1.873702 loss_bbox_aux_dn: 0.724507 loss_giou_aux_dn: 2.276389 loss: 15.642514 eta: 36 days, 14:02:16 batch_cost: 0.8503 data_cost: 0.0016 ips: 9.4089 images/s [07/23 04:45:03] ppdet.engine INFO: Epoch: [5] [44200/54024] learning_rate: 0.000100 loss_class: 0.688705 loss_bbox: 0.118717 loss_giou: 0.504352 loss_class_aux: 4.269254 loss_bbox_aux: 0.782010 loss_giou_aux: 3.295887 loss_class_dn: 0.359279 loss_bbox_dn: 0.118698 loss_giou_dn: 0.397359 loss_class_aux_dn: 1.909543 loss_bbox_aux_dn: 0.729932 loss_giou_aux_dn: 2.252492 loss: 15.460165 eta: 36 days, 13:58:13 batch_cost: 0.8182 data_cost: 0.0011 ips: 9.7779 images/s [07/23 04:46:35] ppdet.engine INFO: Epoch: [5] [44300/54024] learning_rate: 0.000100 loss_class: 0.700801 loss_bbox: 0.124797 loss_giou: 0.532995 loss_class_aux: 4.318991 loss_bbox_aux: 0.833944 loss_giou_aux: 3.342547 loss_class_dn: 0.366052 loss_bbox_dn: 0.112939 loss_giou_dn: 0.421095 loss_class_aux_dn: 1.977697 loss_bbox_aux_dn: 0.700981 loss_giou_aux_dn: 2.368767 loss: 16.120059 eta: 36 days, 13:55:48 batch_cost: 0.8599 data_cost: 0.0215 ips: 9.3039 images/s [07/23 04:48:07] ppdet.engine INFO: Epoch: [5] [44400/54024] learning_rate: 0.000100 loss_class: 0.684410 loss_bbox: 0.113010 loss_giou: 0.526815 loss_class_aux: 4.185977 loss_bbox_aux: 0.734540 loss_giou_aux: 3.318975 loss_class_dn: 0.352517 loss_bbox_dn: 0.111304 loss_giou_dn: 0.406780 loss_class_aux_dn: 1.913127 loss_bbox_aux_dn: 0.675883 loss_giou_aux_dn: 2.251436 loss: 15.189345 eta: 36 days, 13:53:58 batch_cost: 0.8746 data_cost: 0.0011 ips: 9.1474 images/s [07/23 04:49:39] ppdet.engine INFO: Epoch: [5] [44500/54024] learning_rate: 0.000100 loss_class: 0.712223 loss_bbox: 0.116163 loss_giou: 0.481588 loss_class_aux: 4.486183 loss_bbox_aux: 0.741684 loss_giou_aux: 3.044331 loss_class_dn: 0.344061 loss_bbox_dn: 0.115192 loss_giou_dn: 0.378739 loss_class_aux_dn: 1.864213 loss_bbox_aux_dn: 0.689439 loss_giou_aux_dn: 2.180398 loss: 15.772325 eta: 36 days, 13:51:57 batch_cost: 0.8701 data_cost: 0.0061 ips: 9.1942 images/s [07/23 04:51:13] ppdet.engine INFO: Epoch: [5] [44600/54024] learning_rate: 0.000100 loss_class: 0.746788 loss_bbox: 0.115346 loss_giou: 0.516038 loss_class_aux: 4.538990 loss_bbox_aux: 0.755794 loss_giou_aux: 3.240359 loss_class_dn: 0.368633 loss_bbox_dn: 0.109365 loss_giou_dn: 0.406195 loss_class_aux_dn: 1.975546 loss_bbox_aux_dn: 0.645440 loss_giou_aux_dn: 2.265708 loss: 15.889930 eta: 36 days, 13:50:46 batch_cost: 0.8914 data_cost: 0.0012 ips: 8.9750 images/s [07/23 04:52:44] ppdet.engine INFO: Epoch: [5] [44700/54024] learning_rate: 0.000100 loss_class: 0.713369 loss_bbox: 0.110548 loss_giou: 0.480455 loss_class_aux: 4.429464 loss_bbox_aux: 0.741326 loss_giou_aux: 3.053525 loss_class_dn: 0.357695 loss_bbox_dn: 0.123280 loss_giou_dn: 0.401896 loss_class_aux_dn: 1.942739 loss_bbox_aux_dn: 0.729293 loss_giou_aux_dn: 2.251977 loss: 15.967400 eta: 36 days, 13:48:10 batch_cost: 0.8553 data_cost: 0.0285 ips: 9.3539 images/s [07/23 04:54:15] ppdet.engine INFO: Epoch: [5] [44800/54024] learning_rate: 0.000100 loss_class: 0.714816 loss_bbox: 0.116008 loss_giou: 0.478197 loss_class_aux: 4.541284 loss_bbox_aux: 0.766849 loss_giou_aux: 3.008853 loss_class_dn: 0.363061 loss_bbox_dn: 0.111579 loss_giou_dn: 0.405461 loss_class_aux_dn: 1.956152 loss_bbox_aux_dn: 0.683913 loss_giou_aux_dn: 2.275893 loss: 16.083077 eta: 36 days, 13:45:37 batch_cost: 0.8562 data_cost: 0.0011 ips: 9.3439 images/s [07/23 04:55:49] ppdet.engine INFO: Epoch: [5] [44900/54024] learning_rate: 0.000100 loss_class: 0.719375 loss_bbox: 0.106949 loss_giou: 0.499510 loss_class_aux: 4.493765 loss_bbox_aux: 0.742201 loss_giou_aux: 3.143411 loss_class_dn: 0.337903 loss_bbox_dn: 0.111826 loss_giou_dn: 0.389905 loss_class_aux_dn: 1.835411 loss_bbox_aux_dn: 0.687096 loss_giou_aux_dn: 2.225309 loss: 15.275808 eta: 36 days, 13:44:20 batch_cost: 0.8892 data_cost: 0.0359 ips: 8.9968 images/s [07/23 04:57:18] ppdet.engine INFO: Epoch: [5] [45000/54024] learning_rate: 0.000100 loss_class: 0.693058 loss_bbox: 0.125375 loss_giou: 0.521361 loss_class_aux: 4.393861 loss_bbox_aux: 0.793262 loss_giou_aux: 3.258235 loss_class_dn: 0.351971 loss_bbox_dn: 0.123087 loss_giou_dn: 0.409125 loss_class_aux_dn: 1.924287 loss_bbox_aux_dn: 0.745718 loss_giou_aux_dn: 2.396496 loss: 15.983870 eta: 36 days, 13:41:14 batch_cost: 0.8420 data_cost: 0.0014 ips: 9.5007 images/s [07/23 04:58:47] ppdet.engine INFO: Epoch: [5] [45100/54024] learning_rate: 0.000100 loss_class: 0.725321 loss_bbox: 0.124220 loss_giou: 0.518400 loss_class_aux: 4.581081 loss_bbox_aux: 0.825634 loss_giou_aux: 3.271006 loss_class_dn: 0.372570 loss_bbox_dn: 0.131099 loss_giou_dn: 0.431765 loss_class_aux_dn: 2.012977 loss_bbox_aux_dn: 0.782052 loss_giou_aux_dn: 2.431083 loss: 16.065919 eta: 36 days, 13:38:11 batch_cost: 0.8432 data_cost: 0.0011 ips: 9.4879 images/s [07/23 05:00:17] ppdet.engine INFO: Epoch: [5] [45200/54024] learning_rate: 0.000100 loss_class: 0.734246 loss_bbox: 0.117680 loss_giou: 0.533893 loss_class_aux: 4.653800 loss_bbox_aux: 0.788640 loss_giou_aux: 3.401463 loss_class_dn: 0.366519 loss_bbox_dn: 0.115162 loss_giou_dn: 0.418117 loss_class_aux_dn: 1.981696 loss_bbox_aux_dn: 0.710251 loss_giou_aux_dn: 2.345986 loss: 16.194222 eta: 36 days, 13:35:02 batch_cost: 0.8410 data_cost: 0.0298 ips: 9.5130 images/s [07/23 05:02:12] ppdet.engine INFO: Epoch: [5] [45300/54024] learning_rate: 0.000100 loss_class: 0.700137 loss_bbox: 0.115482 loss_giou: 0.527192 loss_class_aux: 4.356959 loss_bbox_aux: 0.758534 loss_giou_aux: 3.311673 loss_class_dn: 0.353978 loss_bbox_dn: 0.108928 loss_giou_dn: 0.412985 loss_class_aux_dn: 1.896784 loss_bbox_aux_dn: 0.654098 loss_giou_aux_dn: 2.287221 loss: 15.543881 eta: 36 days, 13:41:53 batch_cost: 1.0982 data_cost: 0.0011 ips: 7.2843 images/s [07/23 05:03:42] ppdet.engine INFO: Epoch: [5] [45400/54024] learning_rate: 0.000100 loss_class: 0.761994 loss_bbox: 0.124220 loss_giou: 0.549394 loss_class_aux: 4.788614 loss_bbox_aux: 0.794022 loss_giou_aux: 3.462422 loss_class_dn: 0.401978 loss_bbox_dn: 0.117048 loss_giou_dn: 0.437042 loss_class_aux_dn: 2.149299 loss_bbox_aux_dn: 0.706914 loss_giou_aux_dn: 2.465907 loss: 17.141175 eta: 36 days, 13:38:59 batch_cost: 0.8472 data_cost: 0.0011 ips: 9.4424 images/s [07/23 05:05:15] ppdet.engine INFO: Epoch: [5] [45500/54024] learning_rate: 0.000100 loss_class: 0.677374 loss_bbox: 0.111059 loss_giou: 0.488816 loss_class_aux: 4.253361 loss_bbox_aux: 0.729384 loss_giou_aux: 3.038279 loss_class_dn: 0.341904 loss_bbox_dn: 0.115269 loss_giou_dn: 0.379968 loss_class_aux_dn: 1.860623 loss_bbox_aux_dn: 0.670114 loss_giou_aux_dn: 2.161672 loss: 15.309024 eta: 36 days, 13:37:16 batch_cost: 0.8773 data_cost: 0.0309 ips: 9.1184 images/s [07/23 05:06:45] ppdet.engine INFO: Epoch: [5] [45600/54024] learning_rate: 0.000100 loss_class: 0.723383 loss_bbox: 0.122876 loss_giou: 0.523461 loss_class_aux: 4.499395 loss_bbox_aux: 0.812145 loss_giou_aux: 3.273918 loss_class_dn: 0.358280 loss_bbox_dn: 0.112040 loss_giou_dn: 0.421682 loss_class_aux_dn: 1.934533 loss_bbox_aux_dn: 0.686248 loss_giou_aux_dn: 2.399076 loss: 16.001328 eta: 36 days, 13:34:26 batch_cost: 0.8491 data_cost: 0.0011 ips: 9.4212 images/s [07/23 05:08:15] ppdet.engine INFO: Epoch: [5] [45700/54024] learning_rate: 0.000100 loss_class: 0.695511 loss_bbox: 0.117949 loss_giou: 0.494019 loss_class_aux: 4.291986 loss_bbox_aux: 0.754327 loss_giou_aux: 3.082000 loss_class_dn: 0.350080 loss_bbox_dn: 0.129683 loss_giou_dn: 0.386841 loss_class_aux_dn: 1.868660 loss_bbox_aux_dn: 0.769087 loss_giou_aux_dn: 2.188253 loss: 15.630199 eta: 36 days, 13:31:39 batch_cost: 0.8501 data_cost: 0.0011 ips: 9.4109 images/s [07/23 05:09:47] ppdet.engine INFO: Epoch: [5] [45800/54024] learning_rate: 0.000100 loss_class: 0.696267 loss_bbox: 0.107491 loss_giou: 0.512185 loss_class_aux: 4.429471 loss_bbox_aux: 0.710215 loss_giou_aux: 3.207202 loss_class_dn: 0.358343 loss_bbox_dn: 0.102250 loss_giou_dn: 0.399703 loss_class_aux_dn: 1.929197 loss_bbox_aux_dn: 0.633145 loss_giou_aux_dn: 2.313973 loss: 15.358832 eta: 36 days, 13:29:38 batch_cost: 0.8698 data_cost: 0.0011 ips: 9.1974 images/s [07/23 05:11:14] ppdet.engine INFO: Epoch: [5] [45900/54024] learning_rate: 0.000100 loss_class: 0.733710 loss_bbox: 0.124079 loss_giou: 0.523453 loss_class_aux: 4.568152 loss_bbox_aux: 0.818101 loss_giou_aux: 3.258484 loss_class_dn: 0.366750 loss_bbox_dn: 0.122662 loss_giou_dn: 0.407714 loss_class_aux_dn: 1.990649 loss_bbox_aux_dn: 0.739983 loss_giou_aux_dn: 2.270839 loss: 16.200973 eta: 36 days, 13:25:48 batch_cost: 0.8229 data_cost: 0.0012 ips: 9.7213 images/s [07/23 05:12:41] ppdet.engine INFO: Epoch: [5] [46000/54024] learning_rate: 0.000100 loss_class: 0.730609 loss_bbox: 0.120100 loss_giou: 0.527272 loss_class_aux: 4.579600 loss_bbox_aux: 0.781026 loss_giou_aux: 3.310630 loss_class_dn: 0.371168 loss_bbox_dn: 0.110713 loss_giou_dn: 0.415684 loss_class_aux_dn: 2.013775 loss_bbox_aux_dn: 0.679270 loss_giou_aux_dn: 2.389722 loss: 16.586932 eta: 36 days, 13:21:23 batch_cost: 0.8077 data_cost: 0.0012 ips: 9.9049 images/s [07/23 05:14:09] ppdet.engine INFO: Epoch: [5] [46100/54024] learning_rate: 0.000100 loss_class: 0.729225 loss_bbox: 0.120336 loss_giou: 0.475575 loss_class_aux: 4.412749 loss_bbox_aux: 0.820442 loss_giou_aux: 3.062870 loss_class_dn: 0.352040 loss_bbox_dn: 0.112615 loss_giou_dn: 0.392017 loss_class_aux_dn: 1.921576 loss_bbox_aux_dn: 0.698420 loss_giou_aux_dn: 2.206670 loss: 15.702051 eta: 36 days, 13:18:20 batch_cost: 0.8432 data_cost: 0.0011 ips: 9.4878 images/s [07/23 05:15:36] ppdet.engine INFO: Epoch: [5] [46200/54024] learning_rate: 0.000100 loss_class: 0.710237 loss_bbox: 0.118332 loss_giou: 0.495030 loss_class_aux: 4.514424 loss_bbox_aux: 0.784380 loss_giou_aux: 3.121435 loss_class_dn: 0.358466 loss_bbox_dn: 0.113615 loss_giou_dn: 0.404728 loss_class_aux_dn: 1.915862 loss_bbox_aux_dn: 0.689168 loss_giou_aux_dn: 2.260311 loss: 15.502453 eta: 36 days, 13:14:11 batch_cost: 0.8143 data_cost: 0.0011 ips: 9.8240 images/s [07/23 05:17:07] ppdet.engine INFO: Epoch: [5] [46300/54024] learning_rate: 0.000100 loss_class: 0.710540 loss_bbox: 0.112943 loss_giou: 0.540575 loss_class_aux: 4.381744 loss_bbox_aux: 0.756381 loss_giou_aux: 3.376513 loss_class_dn: 0.353025 loss_bbox_dn: 0.118130 loss_giou_dn: 0.413083 loss_class_aux_dn: 1.888652 loss_bbox_aux_dn: 0.719578 loss_giou_aux_dn: 2.332756 loss: 15.598660 eta: 36 days, 13:11:50 batch_cost: 0.8611 data_cost: 0.0132 ips: 9.2908 images/s [07/23 05:18:35] ppdet.engine INFO: Epoch: [5] [46400/54024] learning_rate: 0.000100 loss_class: 0.712523 loss_bbox: 0.119289 loss_giou: 0.502469 loss_class_aux: 4.436057 loss_bbox_aux: 0.765164 loss_giou_aux: 3.154171 loss_class_dn: 0.345528 loss_bbox_dn: 0.112596 loss_giou_dn: 0.403411 loss_class_aux_dn: 1.854916 loss_bbox_aux_dn: 0.698968 loss_giou_aux_dn: 2.278222 loss: 15.328499 eta: 36 days, 13:08:20 batch_cost: 0.8312 data_cost: 0.0011 ips: 9.6248 images/s [07/23 05:20:09] ppdet.engine INFO: Epoch: [5] [46500/54024] learning_rate: 0.000100 loss_class: 0.710813 loss_bbox: 0.117141 loss_giou: 0.515289 loss_class_aux: 4.387874 loss_bbox_aux: 0.747856 loss_giou_aux: 3.193859 loss_class_dn: 0.357780 loss_bbox_dn: 0.110606 loss_giou_dn: 0.406177 loss_class_aux_dn: 1.948214 loss_bbox_aux_dn: 0.668765 loss_giou_aux_dn: 2.284347 loss: 15.677355 eta: 36 days, 13:07:03 batch_cost: 0.8886 data_cost: 0.0070 ips: 9.0028 images/s [07/23 05:21:39] ppdet.engine INFO: Epoch: [5] [46600/54024] learning_rate: 0.000100 loss_class: 0.729132 loss_bbox: 0.122317 loss_giou: 0.494376 loss_class_aux: 4.540411 loss_bbox_aux: 0.788228 loss_giou_aux: 3.204514 loss_class_dn: 0.368960 loss_bbox_dn: 0.113119 loss_giou_dn: 0.417195 loss_class_aux_dn: 1.983211 loss_bbox_aux_dn: 0.695286 loss_giou_aux_dn: 2.363174 loss: 16.185171 eta: 36 days, 13:04:02 batch_cost: 0.8438 data_cost: 0.0194 ips: 9.4807 images/s [07/23 05:23:06] ppdet.engine INFO: Epoch: [5] [46700/54024] learning_rate: 0.000100 loss_class: 0.699817 loss_bbox: 0.110959 loss_giou: 0.468387 loss_class_aux: 4.388798 loss_bbox_aux: 0.744940 loss_giou_aux: 2.937536 loss_class_dn: 0.337925 loss_bbox_dn: 0.109559 loss_giou_dn: 0.372019 loss_class_aux_dn: 1.844333 loss_bbox_aux_dn: 0.668329 loss_giou_aux_dn: 2.147099 loss: 15.175072 eta: 36 days, 13:00:09 batch_cost: 0.8211 data_cost: 0.0011 ips: 9.7434 images/s [07/23 05:24:40] ppdet.engine INFO: Epoch: [5] [46800/54024] learning_rate: 0.000100 loss_class: 0.677576 loss_bbox: 0.121245 loss_giou: 0.586670 loss_class_aux: 4.299990 loss_bbox_aux: 0.776603 loss_giou_aux: 3.727626 loss_class_dn: 0.355793 loss_bbox_dn: 0.109805 loss_giou_dn: 0.458524 loss_class_aux_dn: 1.907801 loss_bbox_aux_dn: 0.664416 loss_giou_aux_dn: 2.582709 loss: 16.147148 eta: 36 days, 12:58:51 batch_cost: 0.8880 data_cost: 0.0011 ips: 9.0093 images/s [07/23 05:26:08] ppdet.engine INFO: Epoch: [5] [46900/54024] learning_rate: 0.000100 loss_class: 0.657207 loss_bbox: 0.111030 loss_giou: 0.468615 loss_class_aux: 4.157261 loss_bbox_aux: 0.709518 loss_giou_aux: 2.951848 loss_class_dn: 0.339128 loss_bbox_dn: 0.108907 loss_giou_dn: 0.376609 loss_class_aux_dn: 1.805795 loss_bbox_aux_dn: 0.651344 loss_giou_aux_dn: 2.130353 loss: 14.863506 eta: 36 days, 12:55:35 batch_cost: 0.8369 data_cost: 0.0106 ips: 9.5589 images/s [07/23 05:27:37] ppdet.engine INFO: Epoch: [5] [47000/54024] learning_rate: 0.000100 loss_class: 0.680021 loss_bbox: 0.111640 loss_giou: 0.487444 loss_class_aux: 4.259176 loss_bbox_aux: 0.724377 loss_giou_aux: 3.065758 loss_class_dn: 0.350452 loss_bbox_dn: 0.109732 loss_giou_dn: 0.394726 loss_class_aux_dn: 1.839814 loss_bbox_aux_dn: 0.666103 loss_giou_aux_dn: 2.288184 loss: 15.743781 eta: 36 days, 12:51:57 batch_cost: 0.8273 data_cost: 0.0011 ips: 9.6697 images/s [07/23 05:29:09] ppdet.engine INFO: Epoch: [5] [47100/54024] learning_rate: 0.000100 loss_class: 0.696980 loss_bbox: 0.111770 loss_giou: 0.529583 loss_class_aux: 4.223427 loss_bbox_aux: 0.744489 loss_giou_aux: 3.306042 loss_class_dn: 0.347473 loss_bbox_dn: 0.112832 loss_giou_dn: 0.402882 loss_class_aux_dn: 1.898571 loss_bbox_aux_dn: 0.682203 loss_giou_aux_dn: 2.272469 loss: 15.863770 eta: 36 days, 12:49:57 batch_cost: 0.8702 data_cost: 0.0018 ips: 9.1934 images/s [07/23 05:30:35] ppdet.engine INFO: Epoch: [5] [47200/54024] learning_rate: 0.000100 loss_class: 0.677217 loss_bbox: 0.114193 loss_giou: 0.473413 loss_class_aux: 4.165258 loss_bbox_aux: 0.747676 loss_giou_aux: 2.942807 loss_class_dn: 0.343160 loss_bbox_dn: 0.115574 loss_giou_dn: 0.367190 loss_class_aux_dn: 1.841499 loss_bbox_aux_dn: 0.693939 loss_giou_aux_dn: 2.093970 loss: 15.004224 eta: 36 days, 12:45:31 batch_cost: 0.8061 data_cost: 0.0011 ips: 9.9246 images/s [07/23 05:32:16] ppdet.engine INFO: Epoch: [5] [47300/54024] learning_rate: 0.000100 loss_class: 0.742999 loss_bbox: 0.123208 loss_giou: 0.540954 loss_class_aux: 4.544407 loss_bbox_aux: 0.817948 loss_giou_aux: 3.327362 loss_class_dn: 0.373311 loss_bbox_dn: 0.120899 loss_giou_dn: 0.424334 loss_class_aux_dn: 2.007326 loss_bbox_aux_dn: 0.718812 loss_giou_aux_dn: 2.389448 loss: 16.576025 eta: 36 days, 12:46:58 batch_cost: 0.9600 data_cost: 0.0011 ips: 8.3330 images/s [07/23 05:33:45] ppdet.engine INFO: Epoch: [5] [47400/54024] learning_rate: 0.000100 loss_class: 0.719316 loss_bbox: 0.119270 loss_giou: 0.538945 loss_class_aux: 4.467955 loss_bbox_aux: 0.749976 loss_giou_aux: 3.331006 loss_class_dn: 0.366893 loss_bbox_dn: 0.121346 loss_giou_dn: 0.422492 loss_class_aux_dn: 1.952680 loss_bbox_aux_dn: 0.711240 loss_giou_aux_dn: 2.351139 loss: 16.264319 eta: 36 days, 12:43:58 batch_cost: 0.8435 data_cost: 0.0093 ips: 9.4840 images/s [07/23 05:35:21] ppdet.engine INFO: Epoch: [5] [47500/54024] learning_rate: 0.000100 loss_class: 0.681504 loss_bbox: 0.113730 loss_giou: 0.513609 loss_class_aux: 4.226707 loss_bbox_aux: 0.743784 loss_giou_aux: 3.200245 loss_class_dn: 0.352367 loss_bbox_dn: 0.111191 loss_giou_dn: 0.403533 loss_class_aux_dn: 1.894780 loss_bbox_aux_dn: 0.678411 loss_giou_aux_dn: 2.275834 loss: 15.669253 eta: 36 days, 12:43:28 batch_cost: 0.9091 data_cost: 0.0188 ips: 8.7995 images/s [07/23 05:36:56] ppdet.engine INFO: Epoch: [5] [47600/54024] learning_rate: 0.000100 loss_class: 0.689923 loss_bbox: 0.118315 loss_giou: 0.487706 loss_class_aux: 4.313796 loss_bbox_aux: 0.791270 loss_giou_aux: 3.091308 loss_class_dn: 0.342911 loss_bbox_dn: 0.110566 loss_giou_dn: 0.382994 loss_class_aux_dn: 1.878269 loss_bbox_aux_dn: 0.695549 loss_giou_aux_dn: 2.127983 loss: 15.151825 eta: 36 days, 12:42:54 batch_cost: 0.9071 data_cost: 0.0017 ips: 8.8192 images/s [07/23 05:38:21] ppdet.engine INFO: Epoch: [5] [47700/54024] learning_rate: 0.000100 loss_class: 0.688051 loss_bbox: 0.116737 loss_giou: 0.502634 loss_class_aux: 4.377557 loss_bbox_aux: 0.754340 loss_giou_aux: 3.116039 loss_class_dn: 0.356273 loss_bbox_dn: 0.106994 loss_giou_dn: 0.381053 loss_class_aux_dn: 1.888333 loss_bbox_aux_dn: 0.628653 loss_giou_aux_dn: 2.182257 loss: 15.280050 eta: 36 days, 12:38:06 batch_cost: 0.7964 data_cost: 0.0011 ips: 10.0446 images/s [07/23 05:39:48] ppdet.engine INFO: Epoch: [5] [47800/54024] learning_rate: 0.000100 loss_class: 0.688064 loss_bbox: 0.122193 loss_giou: 0.532998 loss_class_aux: 4.367289 loss_bbox_aux: 0.772080 loss_giou_aux: 3.355091 loss_class_dn: 0.365522 loss_bbox_dn: 0.116193 loss_giou_dn: 0.421431 loss_class_aux_dn: 1.971044 loss_bbox_aux_dn: 0.691616 loss_giou_aux_dn: 2.337660 loss: 16.183217 eta: 36 days, 12:33:54 batch_cost: 0.8124 data_cost: 0.0091 ips: 9.8475 images/s [07/23 05:41:26] ppdet.engine INFO: Epoch: [5] [47900/54024] learning_rate: 0.000100 loss_class: 0.745131 loss_bbox: 0.124236 loss_giou: 0.555396 loss_class_aux: 4.642449 loss_bbox_aux: 0.823298 loss_giou_aux: 3.456793 loss_class_dn: 0.388784 loss_bbox_dn: 0.118326 loss_giou_dn: 0.426163 loss_class_aux_dn: 2.088645 loss_bbox_aux_dn: 0.728702 loss_giou_aux_dn: 2.398485 loss: 16.935050 eta: 36 days, 12:34:06 batch_cost: 0.9272 data_cost: 0.0012 ips: 8.6285 images/s [07/23 05:43:01] ppdet.engine INFO: Epoch: [5] [48000/54024] learning_rate: 0.000100 loss_class: 0.703354 loss_bbox: 0.121718 loss_giou: 0.573827 loss_class_aux: 4.433955 loss_bbox_aux: 0.806780 loss_giou_aux: 3.550918 loss_class_dn: 0.363442 loss_bbox_dn: 0.110540 loss_giou_dn: 0.446426 loss_class_aux_dn: 1.928056 loss_bbox_aux_dn: 0.673438 loss_giou_aux_dn: 2.503981 loss: 16.122570 eta: 36 days, 12:33:09 batch_cost: 0.8970 data_cost: 0.0163 ips: 8.9182 images/s [07/23 05:44:38] ppdet.engine INFO: Epoch: [5] [48100/54024] learning_rate: 0.000100 loss_class: 0.696922 loss_bbox: 0.116417 loss_giou: 0.482013 loss_class_aux: 4.387801 loss_bbox_aux: 0.741078 loss_giou_aux: 3.036016 loss_class_dn: 0.337651 loss_bbox_dn: 0.103251 loss_giou_dn: 0.387252 loss_class_aux_dn: 1.850406 loss_bbox_aux_dn: 0.628441 loss_giou_aux_dn: 2.188667 loss: 14.931475 eta: 36 days, 12:32:55 batch_cost: 0.9160 data_cost: 0.0012 ips: 8.7338 images/s [07/23 05:46:16] ppdet.engine INFO: Epoch: [5] [48200/54024] learning_rate: 0.000100 loss_class: 0.709398 loss_bbox: 0.111758 loss_giou: 0.468877 loss_class_aux: 4.395695 loss_bbox_aux: 0.759373 loss_giou_aux: 2.947812 loss_class_dn: 0.353031 loss_bbox_dn: 0.115627 loss_giou_dn: 0.376969 loss_class_aux_dn: 1.889092 loss_bbox_aux_dn: 0.714142 loss_giou_aux_dn: 2.157663 loss: 15.430873 eta: 36 days, 12:33:26 batch_cost: 0.9358 data_cost: 0.0241 ips: 8.5486 images/s [07/23 05:47:46] ppdet.engine INFO: Epoch: [5] [48300/54024] learning_rate: 0.000100 loss_class: 0.708810 loss_bbox: 0.114321 loss_giou: 0.559372 loss_class_aux: 4.389206 loss_bbox_aux: 0.770325 loss_giou_aux: 3.505725 loss_class_dn: 0.366431 loss_bbox_dn: 0.106278 loss_giou_dn: 0.441029 loss_class_aux_dn: 1.976098 loss_bbox_aux_dn: 0.676500 loss_giou_aux_dn: 2.481290 loss: 16.447196 eta: 36 days, 12:30:10 batch_cost: 0.8366 data_cost: 0.0232 ips: 9.5623 images/s [07/23 05:49:17] ppdet.engine INFO: Epoch: [5] [48400/54024] learning_rate: 0.000100 loss_class: 0.692389 loss_bbox: 0.119459 loss_giou: 0.531281 loss_class_aux: 4.375275 loss_bbox_aux: 0.784722 loss_giou_aux: 3.373125 loss_class_dn: 0.363179 loss_bbox_dn: 0.118839 loss_giou_dn: 0.420744 loss_class_aux_dn: 1.959323 loss_bbox_aux_dn: 0.739990 loss_giou_aux_dn: 2.371166 loss: 16.132912 eta: 36 days, 12:27:45 batch_cost: 0.8589 data_cost: 0.0012 ips: 9.3145 images/s [07/23 05:51:11] ppdet.engine INFO: Epoch: [5] [48500/54024] learning_rate: 0.000100 loss_class: 0.711522 loss_bbox: 0.120957 loss_giou: 0.505127 loss_class_aux: 4.407718 loss_bbox_aux: 0.798070 loss_giou_aux: 3.247288 loss_class_dn: 0.353543 loss_bbox_dn: 0.121915 loss_giou_dn: 0.407139 loss_class_aux_dn: 1.886372 loss_bbox_aux_dn: 0.741951 loss_giou_aux_dn: 2.293427 loss: 16.049015 eta: 36 days, 12:34:19 batch_cost: 1.0946 data_cost: 0.0012 ips: 7.3085 images/s [07/23 05:52:45] ppdet.engine INFO: Epoch: [5] [48600/54024] learning_rate: 0.000100 loss_class: 0.699081 loss_bbox: 0.119266 loss_giou: 0.478578 loss_class_aux: 4.279198 loss_bbox_aux: 0.768155 loss_giou_aux: 2.960251 loss_class_dn: 0.338241 loss_bbox_dn: 0.115286 loss_giou_dn: 0.382950 loss_class_aux_dn: 1.830804 loss_bbox_aux_dn: 0.692761 loss_giou_aux_dn: 2.214251 loss: 15.362397 eta: 36 days, 12:32:58 batch_cost: 0.8872 data_cost: 0.0011 ips: 9.0173 images/s [07/23 05:54:28] ppdet.engine INFO: Epoch: [5] [48700/54024] learning_rate: 0.000100 loss_class: 0.709835 loss_bbox: 0.114412 loss_giou: 0.515663 loss_class_aux: 4.417101 loss_bbox_aux: 0.771496 loss_giou_aux: 3.242015 loss_class_dn: 0.353355 loss_bbox_dn: 0.116892 loss_giou_dn: 0.408616 loss_class_aux_dn: 1.920982 loss_bbox_aux_dn: 0.725556 loss_giou_aux_dn: 2.350272 loss: 16.176467 eta: 36 days, 12:35:13 batch_cost: 0.9815 data_cost: 0.0011 ips: 8.1507 images/s [07/23 05:56:00] ppdet.engine INFO: Epoch: [5] [48800/54024] learning_rate: 0.000100 loss_class: 0.708674 loss_bbox: 0.113308 loss_giou: 0.480379 loss_class_aux: 4.426832 loss_bbox_aux: 0.735623 loss_giou_aux: 2.991831 loss_class_dn: 0.335058 loss_bbox_dn: 0.107681 loss_giou_dn: 0.379798 loss_class_aux_dn: 1.811538 loss_bbox_aux_dn: 0.668191 loss_giou_aux_dn: 2.149815 loss: 14.681881 eta: 36 days, 12:33:17 batch_cost: 0.8717 data_cost: 0.0011 ips: 9.1770 images/s [07/23 05:57:36] ppdet.engine INFO: Epoch: [5] [48900/54024] learning_rate: 0.000100 loss_class: 0.704428 loss_bbox: 0.114684 loss_giou: 0.466898 loss_class_aux: 4.381868 loss_bbox_aux: 0.749003 loss_giou_aux: 2.904320 loss_class_dn: 0.355077 loss_bbox_dn: 0.115216 loss_giou_dn: 0.393843 loss_class_aux_dn: 1.940813 loss_bbox_aux_dn: 0.693300 loss_giou_aux_dn: 2.237420 loss: 15.284659 eta: 36 days, 12:32:40 batch_cost: 0.9062 data_cost: 0.0181 ips: 8.8283 images/s [07/23 05:59:04] ppdet.engine INFO: Epoch: [5] [49000/54024] learning_rate: 0.000100 loss_class: 0.706489 loss_bbox: 0.120823 loss_giou: 0.520018 loss_class_aux: 4.490226 loss_bbox_aux: 0.793693 loss_giou_aux: 3.237832 loss_class_dn: 0.353125 loss_bbox_dn: 0.116444 loss_giou_dn: 0.411625 loss_class_aux_dn: 1.919248 loss_bbox_aux_dn: 0.710086 loss_giou_aux_dn: 2.331870 loss: 15.722819 eta: 36 days, 12:29:19 batch_cost: 0.8341 data_cost: 0.0128 ips: 9.5908 images/s [07/23 06:00:44] ppdet.engine INFO: Epoch: [5] [49100/54024] learning_rate: 0.000100 loss_class: 0.709904 loss_bbox: 0.117592 loss_giou: 0.532609 loss_class_aux: 4.399367 loss_bbox_aux: 0.758966 loss_giou_aux: 3.275884 loss_class_dn: 0.359950 loss_bbox_dn: 0.111574 loss_giou_dn: 0.407721 loss_class_aux_dn: 1.924437 loss_bbox_aux_dn: 0.676418 loss_giou_aux_dn: 2.312755 loss: 15.723506 eta: 36 days, 12:29:58 batch_cost: 0.9400 data_cost: 0.0011 ips: 8.5108 images/s [07/23 06:02:13] ppdet.engine INFO: Epoch: [5] [49200/54024] learning_rate: 0.000100 loss_class: 0.713063 loss_bbox: 0.117096 loss_giou: 0.480301 loss_class_aux: 4.403930 loss_bbox_aux: 0.778671 loss_giou_aux: 3.006718 loss_class_dn: 0.352699 loss_bbox_dn: 0.110026 loss_giou_dn: 0.401979 loss_class_aux_dn: 1.911182 loss_bbox_aux_dn: 0.660275 loss_giou_aux_dn: 2.289906 loss: 15.658336 eta: 36 days, 12:26:53 batch_cost: 0.8413 data_cost: 0.0011 ips: 9.5094 images/s [07/23 06:03:44] ppdet.engine INFO: Epoch: [5] [49300/54024] learning_rate: 0.000100 loss_class: 0.666150 loss_bbox: 0.114066 loss_giou: 0.496908 loss_class_aux: 4.131901 loss_bbox_aux: 0.747209 loss_giou_aux: 3.106192 loss_class_dn: 0.332167 loss_bbox_dn: 0.110119 loss_giou_dn: 0.390129 loss_class_aux_dn: 1.791215 loss_bbox_aux_dn: 0.668889 loss_giou_aux_dn: 2.206149 loss: 15.382998 eta: 36 days, 12:24:19 batch_cost: 0.8546 data_cost: 0.0011 ips: 9.3608 images/s [07/23 06:05:15] ppdet.engine INFO: Epoch: [5] [49400/54024] learning_rate: 0.000100 loss_class: 0.694139 loss_bbox: 0.113652 loss_giou: 0.462359 loss_class_aux: 4.363709 loss_bbox_aux: 0.748686 loss_giou_aux: 2.908066 loss_class_dn: 0.337663 loss_bbox_dn: 0.116920 loss_giou_dn: 0.373653 loss_class_aux_dn: 1.831589 loss_bbox_aux_dn: 0.714125 loss_giou_aux_dn: 2.154322 loss: 14.854591 eta: 36 days, 12:22:24 batch_cost: 0.8719 data_cost: 0.0011 ips: 9.1757 images/s [07/23 06:06:48] ppdet.engine INFO: Epoch: [5] [49500/54024] learning_rate: 0.000100 loss_class: 0.707401 loss_bbox: 0.111579 loss_giou: 0.512896 loss_class_aux: 4.422253 loss_bbox_aux: 0.738083 loss_giou_aux: 3.289118 loss_class_dn: 0.365631 loss_bbox_dn: 0.106296 loss_giou_dn: 0.410634 loss_class_aux_dn: 1.982844 loss_bbox_aux_dn: 0.670852 loss_giou_aux_dn: 2.312679 loss: 15.782433 eta: 36 days, 12:20:23 batch_cost: 0.8692 data_cost: 0.0017 ips: 9.2041 images/s [07/23 06:08:18] ppdet.engine INFO: Epoch: [5] [49600/54024] learning_rate: 0.000100 loss_class: 0.665231 loss_bbox: 0.114437 loss_giou: 0.616038 loss_class_aux: 4.091244 loss_bbox_aux: 0.765311 loss_giou_aux: 3.753310 loss_class_dn: 0.361209 loss_bbox_dn: 0.106920 loss_giou_dn: 0.442534 loss_class_aux_dn: 1.927745 loss_bbox_aux_dn: 0.650962 loss_giou_aux_dn: 2.468256 loss: 15.958281 eta: 36 days, 12:17:24 batch_cost: 0.8436 data_cost: 0.0339 ips: 9.4830 images/s [07/23 06:09:56] ppdet.engine INFO: Epoch: [5] [49700/54024] learning_rate: 0.000100 loss_class: 0.702508 loss_bbox: 0.117748 loss_giou: 0.504285 loss_class_aux: 4.452343 loss_bbox_aux: 0.761731 loss_giou_aux: 3.174495 loss_class_dn: 0.349299 loss_bbox_dn: 0.111950 loss_giou_dn: 0.386638 loss_class_aux_dn: 1.899227 loss_bbox_aux_dn: 0.676858 loss_giou_aux_dn: 2.210238 loss: 15.482820 eta: 36 days, 12:17:53 batch_cost: 0.9358 data_cost: 0.1023 ips: 8.5484 images/s [07/23 06:11:31] ppdet.engine INFO: Epoch: [5] [49800/54024] learning_rate: 0.000100 loss_class: 0.694749 loss_bbox: 0.126147 loss_giou: 0.535076 loss_class_aux: 4.331230 loss_bbox_aux: 0.827094 loss_giou_aux: 3.304362 loss_class_dn: 0.362611 loss_bbox_dn: 0.118594 loss_giou_dn: 0.419547 loss_class_aux_dn: 1.956004 loss_bbox_aux_dn: 0.714984 loss_giou_aux_dn: 2.359221 loss: 15.800042 eta: 36 days, 12:16:41 batch_cost: 0.8907 data_cost: 0.0162 ips: 8.9813 images/s [07/23 06:13:00] ppdet.engine INFO: Epoch: [5] [49900/54024] learning_rate: 0.000100 loss_class: 0.680141 loss_bbox: 0.109753 loss_giou: 0.487745 loss_class_aux: 4.259782 loss_bbox_aux: 0.733883 loss_giou_aux: 3.034183 loss_class_dn: 0.329988 loss_bbox_dn: 0.104404 loss_giou_dn: 0.379650 loss_class_aux_dn: 1.805382 loss_bbox_aux_dn: 0.627045 loss_giou_aux_dn: 2.143745 loss: 14.635638 eta: 36 days, 12:13:25 batch_cost: 0.8360 data_cost: 0.0174 ips: 9.5695 images/s [07/23 06:14:28] ppdet.engine INFO: Epoch: [5] [50000/54024] learning_rate: 0.000100 loss_class: 0.696388 loss_bbox: 0.113911 loss_giou: 0.523924 loss_class_aux: 4.382334 loss_bbox_aux: 0.734255 loss_giou_aux: 3.200342 loss_class_dn: 0.353244 loss_bbox_dn: 0.105835 loss_giou_dn: 0.402890 loss_class_aux_dn: 1.888666 loss_bbox_aux_dn: 0.645826 loss_giou_aux_dn: 2.262079 loss: 15.607324 eta: 36 days, 12:09:51 batch_cost: 0.8283 data_cost: 0.0012 ips: 9.6587 images/s [07/23 06:15:52] ppdet.engine INFO: Epoch: [5] [50100/54024] learning_rate: 0.000100 loss_class: 0.723916 loss_bbox: 0.119275 loss_giou: 0.558018 loss_class_aux: 4.499430 loss_bbox_aux: 0.806940 loss_giou_aux: 3.526315 loss_class_dn: 0.369054 loss_bbox_dn: 0.117035 loss_giou_dn: 0.440107 loss_class_aux_dn: 1.988067 loss_bbox_aux_dn: 0.720621 loss_giou_aux_dn: 2.487638 loss: 16.405104 eta: 36 days, 12:04:50 batch_cost: 0.7893 data_cost: 0.0011 ips: 10.1354 images/s [07/23 06:17:24] ppdet.engine INFO: Epoch: [5] [50200/54024] learning_rate: 0.000100 loss_class: 0.672400 loss_bbox: 0.114068 loss_giou: 0.503054 loss_class_aux: 4.219869 loss_bbox_aux: 0.780902 loss_giou_aux: 3.165464 loss_class_dn: 0.346447 loss_bbox_dn: 0.112865 loss_giou_dn: 0.394740 loss_class_aux_dn: 1.859064 loss_bbox_aux_dn: 0.695636 loss_giou_aux_dn: 2.255144 loss: 15.599662 eta: 36 days, 12:02:48 batch_cost: 0.8687 data_cost: 0.0211 ips: 9.2096 images/s [07/23 06:18:59] ppdet.engine INFO: Epoch: [5] [50300/54024] learning_rate: 0.000100 loss_class: 0.716630 loss_bbox: 0.110677 loss_giou: 0.501683 loss_class_aux: 4.426469 loss_bbox_aux: 0.716255 loss_giou_aux: 3.083322 loss_class_dn: 0.344205 loss_bbox_dn: 0.106563 loss_giou_dn: 0.387905 loss_class_aux_dn: 1.854867 loss_bbox_aux_dn: 0.682097 loss_giou_aux_dn: 2.193623 loss: 15.098324 eta: 36 days, 12:02:06 batch_cost: 0.9040 data_cost: 0.0011 ips: 8.8492 images/s [07/23 06:20:25] ppdet.engine INFO: Epoch: [5] [50400/54024] learning_rate: 0.000100 loss_class: 0.691830 loss_bbox: 0.117320 loss_giou: 0.541086 loss_class_aux: 4.323372 loss_bbox_aux: 0.803161 loss_giou_aux: 3.379416 loss_class_dn: 0.363305 loss_bbox_dn: 0.115753 loss_giou_dn: 0.415077 loss_class_aux_dn: 1.927378 loss_bbox_aux_dn: 0.697979 loss_giou_aux_dn: 2.345020 loss: 16.257864 eta: 36 days, 11:58:02 batch_cost: 0.8147 data_cost: 0.0210 ips: 9.8198 images/s [07/23 06:21:45] ppdet.engine INFO: Epoch: [5] [50500/54024] learning_rate: 0.000100 loss_class: 0.730164 loss_bbox: 0.117568 loss_giou: 0.533366 loss_class_aux: 4.526856 loss_bbox_aux: 0.760539 loss_giou_aux: 3.356108 loss_class_dn: 0.365233 loss_bbox_dn: 0.115051 loss_giou_dn: 0.421072 loss_class_aux_dn: 2.010782 loss_bbox_aux_dn: 0.692534 loss_giou_aux_dn: 2.355953 loss: 16.621918 eta: 36 days, 11:51:42 batch_cost: 0.7540 data_cost: 0.0011 ips: 10.6106 images/s [07/23 06:23:26] ppdet.engine INFO: Epoch: [5] [50600/54024] learning_rate: 0.000100 loss_class: 0.730001 loss_bbox: 0.117112 loss_giou: 0.568835 loss_class_aux: 4.498028 loss_bbox_aux: 0.754596 loss_giou_aux: 3.543273 loss_class_dn: 0.366623 loss_bbox_dn: 0.109910 loss_giou_dn: 0.433798 loss_class_aux_dn: 1.978102 loss_bbox_aux_dn: 0.669141 loss_giou_aux_dn: 2.411468 loss: 16.282843 eta: 36 days, 11:52:47 batch_cost: 0.9514 data_cost: 0.0012 ips: 8.4085 images/s [07/23 06:25:19] ppdet.engine INFO: Epoch: [5] [50700/54024] learning_rate: 0.000100 loss_class: 0.761265 loss_bbox: 0.124752 loss_giou: 0.543539 loss_class_aux: 4.758961 loss_bbox_aux: 0.825119 loss_giou_aux: 3.343545 loss_class_dn: 0.370521 loss_bbox_dn: 0.129064 loss_giou_dn: 0.433779 loss_class_aux_dn: 2.001600 loss_bbox_aux_dn: 0.777492 loss_giou_aux_dn: 2.413429 loss: 16.964709 eta: 36 days, 11:58:24 batch_cost: 1.0727 data_cost: 0.0011 ips: 7.4581 images/s [07/23 06:26:43] ppdet.engine INFO: Epoch: [5] [50800/54024] learning_rate: 0.000100 loss_class: 0.707879 loss_bbox: 0.116508 loss_giou: 0.506455 loss_class_aux: 4.399498 loss_bbox_aux: 0.758449 loss_giou_aux: 3.192206 loss_class_dn: 0.352410 loss_bbox_dn: 0.112618 loss_giou_dn: 0.409259 loss_class_aux_dn: 1.901166 loss_bbox_aux_dn: 0.680943 loss_giou_aux_dn: 2.293176 loss: 16.109740 eta: 36 days, 11:53:34 batch_cost: 0.7940 data_cost: 0.0012 ips: 10.0752 images/s [07/23 06:28:24] ppdet.engine INFO: Epoch: [5] [50900/54024] learning_rate: 0.000100 loss_class: 0.690984 loss_bbox: 0.116091 loss_giou: 0.499458 loss_class_aux: 4.327038 loss_bbox_aux: 0.739486 loss_giou_aux: 3.152244 loss_class_dn: 0.346511 loss_bbox_dn: 0.122297 loss_giou_dn: 0.380330 loss_class_aux_dn: 1.871572 loss_bbox_aux_dn: 0.735996 loss_giou_aux_dn: 2.180329 loss: 15.063052 eta: 36 days, 11:54:58 batch_cost: 0.9601 data_cost: 0.0091 ips: 8.3321 images/s [07/23 06:30:05] ppdet.engine INFO: Epoch: [5] [51000/54024] learning_rate: 0.000100 loss_class: 0.714529 loss_bbox: 0.124455 loss_giou: 0.479725 loss_class_aux: 4.390169 loss_bbox_aux: 0.800331 loss_giou_aux: 3.054331 loss_class_dn: 0.358356 loss_bbox_dn: 0.114341 loss_giou_dn: 0.393353 loss_class_aux_dn: 1.902139 loss_bbox_aux_dn: 0.730732 loss_giou_aux_dn: 2.251745 loss: 15.729619 eta: 36 days, 11:56:07 batch_cost: 0.9538 data_cost: 0.0786 ips: 8.3873 images/s [07/23 06:31:39] ppdet.engine INFO: Epoch: [5] [51100/54024] learning_rate: 0.000100 loss_class: 0.653536 loss_bbox: 0.109175 loss_giou: 0.502714 loss_class_aux: 4.067032 loss_bbox_aux: 0.735065 loss_giou_aux: 3.108165 loss_class_dn: 0.332228 loss_bbox_dn: 0.099557 loss_giou_dn: 0.374718 loss_class_aux_dn: 1.792516 loss_bbox_aux_dn: 0.603192 loss_giou_aux_dn: 2.148927 loss: 14.708214 eta: 36 days, 11:54:53 batch_cost: 0.8902 data_cost: 0.0011 ips: 8.9866 images/s [07/23 06:33:14] ppdet.engine INFO: Epoch: [5] [51200/54024] learning_rate: 0.000100 loss_class: 0.703849 loss_bbox: 0.122941 loss_giou: 0.506164 loss_class_aux: 4.499242 loss_bbox_aux: 0.803934 loss_giou_aux: 3.148388 loss_class_dn: 0.362439 loss_bbox_dn: 0.114461 loss_giou_dn: 0.413846 loss_class_aux_dn: 1.954015 loss_bbox_aux_dn: 0.712701 loss_giou_aux_dn: 2.288661 loss: 16.229861 eta: 36 days, 11:54:06 batch_cost: 0.9018 data_cost: 0.0011 ips: 8.8715 images/s [07/23 06:35:06] ppdet.engine INFO: Epoch: [5] [51300/54024] learning_rate: 0.000100 loss_class: 0.689263 loss_bbox: 0.119615 loss_giou: 0.510478 loss_class_aux: 4.334970 loss_bbox_aux: 0.797599 loss_giou_aux: 3.157001 loss_class_dn: 0.352275 loss_bbox_dn: 0.117942 loss_giou_dn: 0.395705 loss_class_aux_dn: 1.904048 loss_bbox_aux_dn: 0.729411 loss_giou_aux_dn: 2.239519 loss: 15.514390 eta: 36 days, 11:59:26 batch_cost: 1.0661 data_cost: 0.0012 ips: 7.5043 images/s [07/23 06:36:32] ppdet.engine INFO: Epoch: [5] [51400/54024] learning_rate: 0.000100 loss_class: 0.670069 loss_bbox: 0.110335 loss_giou: 0.512880 loss_class_aux: 4.178801 loss_bbox_aux: 0.724104 loss_giou_aux: 3.248035 loss_class_dn: 0.352772 loss_bbox_dn: 0.107078 loss_giou_dn: 0.412493 loss_class_aux_dn: 1.898406 loss_bbox_aux_dn: 0.650755 loss_giou_aux_dn: 2.356128 loss: 15.142238 eta: 36 days, 11:55:15 batch_cost: 0.8110 data_cost: 0.0011 ips: 9.8642 images/s [07/23 06:38:01] ppdet.engine INFO: Epoch: [5] [51500/54024] learning_rate: 0.000100 loss_class: 0.744723 loss_bbox: 0.122478 loss_giou: 0.572042 loss_class_aux: 4.618246 loss_bbox_aux: 0.806905 loss_giou_aux: 3.602955 loss_class_dn: 0.365810 loss_bbox_dn: 0.120736 loss_giou_dn: 0.428670 loss_class_aux_dn: 1.976418 loss_bbox_aux_dn: 0.757740 loss_giou_aux_dn: 2.419636 loss: 16.449201 eta: 36 days, 11:52:00 batch_cost: 0.8361 data_cost: 0.0011 ips: 9.5685 images/s [07/23 06:39:28] ppdet.engine INFO: Epoch: [5] [51600/54024] learning_rate: 0.000100 loss_class: 0.732891 loss_bbox: 0.122567 loss_giou: 0.502546 loss_class_aux: 4.590455 loss_bbox_aux: 0.807097 loss_giou_aux: 3.132576 loss_class_dn: 0.364329 loss_bbox_dn: 0.120337 loss_giou_dn: 0.411178 loss_class_aux_dn: 1.952785 loss_bbox_aux_dn: 0.721186 loss_giou_aux_dn: 2.300265 loss: 16.326049 eta: 36 days, 11:48:12 batch_cost: 0.8214 data_cost: 0.0011 ips: 9.7392 images/s [07/23 06:40:58] ppdet.engine INFO: Epoch: [5] [51700/54024] learning_rate: 0.000100 loss_class: 0.720634 loss_bbox: 0.109239 loss_giou: 0.520862 loss_class_aux: 4.416351 loss_bbox_aux: 0.730119 loss_giou_aux: 3.248666 loss_class_dn: 0.333618 loss_bbox_dn: 0.105671 loss_giou_dn: 0.398741 loss_class_aux_dn: 1.823827 loss_bbox_aux_dn: 0.639273 loss_giou_aux_dn: 2.281947 loss: 15.440930 eta: 36 days, 11:45:29 batch_cost: 0.8504 data_cost: 0.0011 ips: 9.4075 images/s [07/23 06:42:27] ppdet.engine INFO: Epoch: [5] [51800/54024] learning_rate: 0.000100 loss_class: 0.664038 loss_bbox: 0.109968 loss_giou: 0.506989 loss_class_aux: 4.087691 loss_bbox_aux: 0.721727 loss_giou_aux: 3.145995 loss_class_dn: 0.340184 loss_bbox_dn: 0.105278 loss_giou_dn: 0.382825 loss_class_aux_dn: 1.838647 loss_bbox_aux_dn: 0.630162 loss_giou_aux_dn: 2.162633 loss: 15.157815 eta: 36 days, 11:42:28 batch_cost: 0.8420 data_cost: 0.0081 ips: 9.5015 images/s [07/23 06:44:01] ppdet.engine INFO: Epoch: [5] [51900/54024] learning_rate: 0.000100 loss_class: 0.703516 loss_bbox: 0.113576 loss_giou: 0.487922 loss_class_aux: 4.356822 loss_bbox_aux: 0.724365 loss_giou_aux: 3.025319 loss_class_dn: 0.349106 loss_bbox_dn: 0.107774 loss_giou_dn: 0.398637 loss_class_aux_dn: 1.918230 loss_bbox_aux_dn: 0.661456 loss_giou_aux_dn: 2.189714 loss: 15.052222 eta: 36 days, 11:41:21 batch_cost: 0.8931 data_cost: 0.0011 ips: 8.9572 images/s [07/23 06:45:26] ppdet.engine INFO: Epoch: [5] [52000/54024] learning_rate: 0.000100 loss_class: 0.657868 loss_bbox: 0.111421 loss_giou: 0.491470 loss_class_aux: 4.163483 loss_bbox_aux: 0.744716 loss_giou_aux: 3.066428 loss_class_dn: 0.349860 loss_bbox_dn: 0.109301 loss_giou_dn: 0.395139 loss_class_aux_dn: 1.884876 loss_bbox_aux_dn: 0.693111 loss_giou_aux_dn: 2.213850 loss: 15.117524 eta: 36 days, 11:36:41 batch_cost: 0.7978 data_cost: 0.0012 ips: 10.0280 images/s [07/23 06:46:53] ppdet.engine INFO: Epoch: [5] [52100/54024] learning_rate: 0.000100 loss_class: 0.678028 loss_bbox: 0.114272 loss_giou: 0.493945 loss_class_aux: 4.187841 loss_bbox_aux: 0.750700 loss_giou_aux: 3.152886 loss_class_dn: 0.339561 loss_bbox_dn: 0.119720 loss_giou_dn: 0.388884 loss_class_aux_dn: 1.828683 loss_bbox_aux_dn: 0.701676 loss_giou_aux_dn: 2.180809 loss: 15.285983 eta: 36 days, 11:32:53 batch_cost: 0.8206 data_cost: 0.0011 ips: 9.7493 images/s [07/23 06:48:29] ppdet.engine INFO: Epoch: [5] [52200/54024] learning_rate: 0.000100 loss_class: 0.734963 loss_bbox: 0.119918 loss_giou: 0.535307 loss_class_aux: 4.563861 loss_bbox_aux: 0.777560 loss_giou_aux: 3.304864 loss_class_dn: 0.365826 loss_bbox_dn: 0.120415 loss_giou_dn: 0.420410 loss_class_aux_dn: 1.954539 loss_bbox_aux_dn: 0.727160 loss_giou_aux_dn: 2.399294 loss: 16.385104 eta: 36 days, 11:32:41 batch_cost: 0.9182 data_cost: 0.0011 ips: 8.7124 images/s [07/23 06:49:57] ppdet.engine INFO: Epoch: [5] [52300/54024] learning_rate: 0.000100 loss_class: 0.761705 loss_bbox: 0.118113 loss_giou: 0.536988 loss_class_aux: 4.710204 loss_bbox_aux: 0.788169 loss_giou_aux: 3.368924 loss_class_dn: 0.375466 loss_bbox_dn: 0.122598 loss_giou_dn: 0.418735 loss_class_aux_dn: 2.019333 loss_bbox_aux_dn: 0.749389 loss_giou_aux_dn: 2.412184 loss: 16.838449 eta: 36 days, 11:29:02 batch_cost: 0.8245 data_cost: 0.0011 ips: 9.7032 images/s [07/23 06:51:26] ppdet.engine INFO: Epoch: [5] [52400/54024] learning_rate: 0.000100 loss_class: 0.722587 loss_bbox: 0.123685 loss_giou: 0.528462 loss_class_aux: 4.431799 loss_bbox_aux: 0.798326 loss_giou_aux: 3.281323 loss_class_dn: 0.355819 loss_bbox_dn: 0.111507 loss_giou_dn: 0.421721 loss_class_aux_dn: 1.946603 loss_bbox_aux_dn: 0.665085 loss_giou_aux_dn: 2.354914 loss: 15.907792 eta: 36 days, 11:25:39 batch_cost: 0.8322 data_cost: 0.0011 ips: 9.6128 images/s [07/23 06:52:51] ppdet.engine INFO: Epoch: [5] [52500/54024] learning_rate: 0.000100 loss_class: 0.713812 loss_bbox: 0.113804 loss_giou: 0.466116 loss_class_aux: 4.471146 loss_bbox_aux: 0.739686 loss_giou_aux: 2.987209 loss_class_dn: 0.343937 loss_bbox_dn: 0.117931 loss_giou_dn: 0.377423 loss_class_aux_dn: 1.885056 loss_bbox_aux_dn: 0.726267 loss_giou_aux_dn: 2.187921 loss: 15.407019 eta: 36 days, 11:21:19 batch_cost: 0.8061 data_cost: 0.0011 ips: 9.9237 images/s [07/23 06:54:24] ppdet.engine INFO: Epoch: [5] [52600/54024] learning_rate: 0.000100 loss_class: 0.685043 loss_bbox: 0.113361 loss_giou: 0.457949 loss_class_aux: 4.250499 loss_bbox_aux: 0.730487 loss_giou_aux: 2.869420 loss_class_dn: 0.334989 loss_bbox_dn: 0.109202 loss_giou_dn: 0.364211 loss_class_aux_dn: 1.831794 loss_bbox_aux_dn: 0.665602 loss_giou_aux_dn: 2.043485 loss: 14.658806 eta: 36 days, 11:19:50 batch_cost: 0.8830 data_cost: 0.0012 ips: 9.0605 images/s [07/23 06:55:57] ppdet.engine INFO: Epoch: [5] [52700/54024] learning_rate: 0.000100 loss_class: 0.712460 loss_bbox: 0.113527 loss_giou: 0.499252 loss_class_aux: 4.451473 loss_bbox_aux: 0.725178 loss_giou_aux: 3.060615 loss_class_dn: 0.349283 loss_bbox_dn: 0.109961 loss_giou_dn: 0.405750 loss_class_aux_dn: 1.864596 loss_bbox_aux_dn: 0.659754 loss_giou_aux_dn: 2.287773 loss: 15.048930 eta: 36 days, 11:17:54 batch_cost: 0.8712 data_cost: 0.0151 ips: 9.1825 images/s [07/23 06:57:23] ppdet.engine INFO: Epoch: [5] [52800/54024] learning_rate: 0.000100 loss_class: 0.706220 loss_bbox: 0.121481 loss_giou: 0.514027 loss_class_aux: 4.403043 loss_bbox_aux: 0.768431 loss_giou_aux: 3.185837 loss_class_dn: 0.360520 loss_bbox_dn: 0.112807 loss_giou_dn: 0.412452 loss_class_aux_dn: 1.952227 loss_bbox_aux_dn: 0.670201 loss_giou_aux_dn: 2.315998 loss: 15.850902 eta: 36 days, 11:13:43 batch_cost: 0.8099 data_cost: 0.0012 ips: 9.8782 images/s [07/23 06:58:49] ppdet.engine INFO: Epoch: [5] [52900/54024] learning_rate: 0.000100 loss_class: 0.688518 loss_bbox: 0.111411 loss_giou: 0.503822 loss_class_aux: 4.305188 loss_bbox_aux: 0.749324 loss_giou_aux: 3.130497 loss_class_dn: 0.349698 loss_bbox_dn: 0.104460 loss_giou_dn: 0.389426 loss_class_aux_dn: 1.862774 loss_bbox_aux_dn: 0.666273 loss_giou_aux_dn: 2.213733 loss: 15.116385 eta: 36 days, 11:09:37 batch_cost: 0.8124 data_cost: 0.0011 ips: 9.8476 images/s [07/23 07:00:23] ppdet.engine INFO: Epoch: [5] [53000/54024] learning_rate: 0.000100 loss_class: 0.679758 loss_bbox: 0.113699 loss_giou: 0.504011 loss_class_aux: 4.282697 loss_bbox_aux: 0.751006 loss_giou_aux: 3.203967 loss_class_dn: 0.360322 loss_bbox_dn: 0.109402 loss_giou_dn: 0.401325 loss_class_aux_dn: 1.923945 loss_bbox_aux_dn: 0.655423 loss_giou_aux_dn: 2.274178 loss: 15.661199 eta: 36 days, 11:08:08 batch_cost: 0.8831 data_cost: 0.0019 ips: 9.0588 images/s [07/23 07:01:56] ppdet.engine INFO: Epoch: [5] [53100/54024] learning_rate: 0.000100 loss_class: 0.715280 loss_bbox: 0.114017 loss_giou: 0.491443 loss_class_aux: 4.468560 loss_bbox_aux: 0.760389 loss_giou_aux: 3.091552 loss_class_dn: 0.353885 loss_bbox_dn: 0.115220 loss_giou_dn: 0.389412 loss_class_aux_dn: 1.911596 loss_bbox_aux_dn: 0.687135 loss_giou_aux_dn: 2.172886 loss: 15.856018 eta: 36 days, 11:06:45 batch_cost: 0.8857 data_cost: 0.0137 ips: 9.0321 images/s [07/23 07:03:48] ppdet.engine INFO: Epoch: [5] [53200/54024] learning_rate: 0.000100 loss_class: 0.726667 loss_bbox: 0.111776 loss_giou: 0.545713 loss_class_aux: 4.554619 loss_bbox_aux: 0.738237 loss_giou_aux: 3.354755 loss_class_dn: 0.361150 loss_bbox_dn: 0.111901 loss_giou_dn: 0.420166 loss_class_aux_dn: 1.945831 loss_bbox_aux_dn: 0.665173 loss_giou_aux_dn: 2.366406 loss: 15.815454 eta: 36 days, 11:11:52 batch_cost: 1.0618 data_cost: 0.0013 ips: 7.5341 images/s [07/23 07:05:13] ppdet.engine INFO: Epoch: [5] [53300/54024] learning_rate: 0.000100 loss_class: 0.708951 loss_bbox: 0.119987 loss_giou: 0.498779 loss_class_aux: 4.352379 loss_bbox_aux: 0.811670 loss_giou_aux: 3.107067 loss_class_dn: 0.339101 loss_bbox_dn: 0.115648 loss_giou_dn: 0.396571 loss_class_aux_dn: 1.826485 loss_bbox_aux_dn: 0.692408 loss_giou_aux_dn: 2.280112 loss: 15.279751 eta: 36 days, 11:07:08 batch_cost: 0.7951 data_cost: 0.0012 ips: 10.0618 images/s [07/23 07:06:39] ppdet.engine INFO: Epoch: [5] [53400/54024] learning_rate: 0.000100 loss_class: 0.708753 loss_bbox: 0.115902 loss_giou: 0.486582 loss_class_aux: 4.306373 loss_bbox_aux: 0.739251 loss_giou_aux: 3.029703 loss_class_dn: 0.350098 loss_bbox_dn: 0.115803 loss_giou_dn: 0.388538 loss_class_aux_dn: 1.885444 loss_bbox_aux_dn: 0.699448 loss_giou_aux_dn: 2.205847 loss: 15.670735 eta: 36 days, 11:02:56 batch_cost: 0.8092 data_cost: 0.0012 ips: 9.8868 images/s [07/23 07:08:16] ppdet.engine INFO: Epoch: [5] [53500/54024] learning_rate: 0.000100 loss_class: 0.724721 loss_bbox: 0.117284 loss_giou: 0.497421 loss_class_aux: 4.470535 loss_bbox_aux: 0.763877 loss_giou_aux: 3.119902 loss_class_dn: 0.352797 loss_bbox_dn: 0.107985 loss_giou_dn: 0.393517 loss_class_aux_dn: 1.898099 loss_bbox_aux_dn: 0.654555 loss_giou_aux_dn: 2.212308 loss: 15.802064 eta: 36 days, 11:02:50 batch_cost: 0.9204 data_cost: 0.0307 ips: 8.6915 images/s [07/23 07:09:47] ppdet.engine INFO: Epoch: [5] [53600/54024] learning_rate: 0.000100 loss_class: 0.679754 loss_bbox: 0.122635 loss_giou: 0.495070 loss_class_aux: 4.276440 loss_bbox_aux: 0.783395 loss_giou_aux: 3.101635 loss_class_dn: 0.345204 loss_bbox_dn: 0.118501 loss_giou_dn: 0.387909 loss_class_aux_dn: 1.871758 loss_bbox_aux_dn: 0.735307 loss_giou_aux_dn: 2.170932 loss: 15.082804 eta: 36 days, 11:00:25 batch_cost: 0.8579 data_cost: 0.0592 ips: 9.3247 images/s [07/23 07:11:30] ppdet.engine INFO: Epoch: [5] [53700/54024] learning_rate: 0.000100 loss_class: 0.700280 loss_bbox: 0.118931 loss_giou: 0.490942 loss_class_aux: 4.351435 loss_bbox_aux: 0.775726 loss_giou_aux: 3.039133 loss_class_dn: 0.348000 loss_bbox_dn: 0.112947 loss_giou_dn: 0.393776 loss_class_aux_dn: 1.874487 loss_bbox_aux_dn: 0.688430 loss_giou_aux_dn: 2.205674 loss: 15.234400 eta: 36 days, 11:02:26 batch_cost: 0.9783 data_cost: 0.0017 ips: 8.1778 images/s [07/23 07:13:08] ppdet.engine INFO: Epoch: [5] [53800/54024] learning_rate: 0.000100 loss_class: 0.684992 loss_bbox: 0.110401 loss_giou: 0.474611 loss_class_aux: 4.268010 loss_bbox_aux: 0.743992 loss_giou_aux: 2.965138 loss_class_dn: 0.347629 loss_bbox_dn: 0.116911 loss_giou_dn: 0.385847 loss_class_aux_dn: 1.845671 loss_bbox_aux_dn: 0.704758 loss_giou_aux_dn: 2.198082 loss: 15.397780 eta: 36 days, 11:02:42 batch_cost: 0.9306 data_cost: 0.0011 ips: 8.5966 images/s [07/23 07:14:47] ppdet.engine INFO: Epoch: [5] [53900/54024] learning_rate: 0.000100 loss_class: 0.729524 loss_bbox: 0.108230 loss_giou: 0.565148 loss_class_aux: 4.478997 loss_bbox_aux: 0.712769 loss_giou_aux: 3.521994 loss_class_dn: 0.355341 loss_bbox_dn: 0.108473 loss_giou_dn: 0.423707 loss_class_aux_dn: 1.893003 loss_bbox_aux_dn: 0.653921 loss_giou_aux_dn: 2.399349 loss: 15.806092 eta: 36 days, 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Done (t=5.71s) creating index... index created! [07/23 07:57:00] ppdet.metrics.coco_utils INFO: Start evaluate... Loading and preparing results... DONE (t=242.16s) creating index... index created! Running per image evaluation... Evaluate annotation type *bbox* DONE (t=2630.99s). Accumulating evaluation results... DONE (t=853.57s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.324 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.431 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.352 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.147 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.311 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.451 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.278 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.535 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.579 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.341 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.580 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.742 [07/23 09:00:56] ppdet.engine INFO: Total sample number: 80000, average FPS: 38.6160824554254 [07/23 09:00:56] ppdet.engine INFO: Best test bbox ap is 0.324. [07/23 09:01:09] ppdet.engine INFO: Epoch: [6] [ 0/54024] learning_rate: 0.000100 loss_class: 0.687491 loss_bbox: 0.112288 loss_giou: 0.479802 loss_class_aux: 4.316862 loss_bbox_aux: 0.725538 loss_giou_aux: 3.057076 loss_class_dn: 0.345396 loss_bbox_dn: 0.107518 loss_giou_dn: 0.376389 loss_class_aux_dn: 1.890144 loss_bbox_aux_dn: 0.668825 loss_giou_aux_dn: 2.164612 loss: 15.700709 eta: 36 days, 11:01:48 batch_cost: 0.8773 data_cost: 0.0019 ips: 9.1188 images/s [07/23 09:03:06] ppdet.engine INFO: Epoch: [6] [ 100/54024] learning_rate: 0.000100 loss_class: 0.709419 loss_bbox: 0.117031 loss_giou: 0.510604 loss_class_aux: 4.389479 loss_bbox_aux: 0.787662 loss_giou_aux: 3.204088 loss_class_dn: 0.366911 loss_bbox_dn: 0.110500 loss_giou_dn: 0.409552 loss_class_aux_dn: 1.958698 loss_bbox_aux_dn: 0.689468 loss_giou_aux_dn: 2.315418 loss: 15.976890 eta: 36 days, 11:08:35 batch_cost: 1.1085 data_cost: 0.0011 ips: 7.2167 images/s [07/23 09:04:35] ppdet.engine INFO: Epoch: [6] [ 200/54024] learning_rate: 0.000100 loss_class: 0.696278 loss_bbox: 0.113174 loss_giou: 0.504762 loss_class_aux: 4.244131 loss_bbox_aux: 0.744247 loss_giou_aux: 3.097773 loss_class_dn: 0.339126 loss_bbox_dn: 0.114906 loss_giou_dn: 0.395709 loss_class_aux_dn: 1.823054 loss_bbox_aux_dn: 0.694653 loss_giou_aux_dn: 2.245197 loss: 15.418498 eta: 36 days, 11:05:43 batch_cost: 0.8454 data_cost: 0.0054 ips: 9.4627 images/s [07/23 09:06:08] ppdet.engine INFO: Epoch: [6] [ 300/54024] learning_rate: 0.000100 loss_class: 0.714244 loss_bbox: 0.111552 loss_giou: 0.493050 loss_class_aux: 4.488220 loss_bbox_aux: 0.738340 loss_giou_aux: 3.113768 loss_class_dn: 0.348863 loss_bbox_dn: 0.108329 loss_giou_dn: 0.384295 loss_class_aux_dn: 1.914274 loss_bbox_aux_dn: 0.657954 loss_giou_aux_dn: 2.168974 loss: 15.293100 eta: 36 days, 11:03:50 batch_cost: 0.8726 data_cost: 0.0172 ips: 9.1681 images/s [07/23 09:07:38] ppdet.engine INFO: Epoch: [6] [ 400/54024] learning_rate: 0.000100 loss_class: 0.693436 loss_bbox: 0.125372 loss_giou: 0.477624 loss_class_aux: 4.292049 loss_bbox_aux: 0.805975 loss_giou_aux: 3.031789 loss_class_dn: 0.348299 loss_bbox_dn: 0.115608 loss_giou_dn: 0.392349 loss_class_aux_dn: 1.889112 loss_bbox_aux_dn: 0.726784 loss_giou_aux_dn: 2.208497 loss: 15.209099 eta: 36 days, 11:01:12 batch_cost: 0.8519 data_cost: 0.0390 ips: 9.3913 images/s [07/23 09:09:06] ppdet.engine INFO: Epoch: [6] [ 500/54024] learning_rate: 0.000100 loss_class: 0.690366 loss_bbox: 0.116433 loss_giou: 0.504625 loss_class_aux: 4.333481 loss_bbox_aux: 0.763553 loss_giou_aux: 3.168930 loss_class_dn: 0.352538 loss_bbox_dn: 0.107479 loss_giou_dn: 0.408822 loss_class_aux_dn: 1.908670 loss_bbox_aux_dn: 0.682715 loss_giou_aux_dn: 2.287077 loss: 15.743546 eta: 36 days, 10:57:53 batch_cost: 0.8332 data_cost: 0.0013 ips: 9.6017 images/s [07/23 09:10:50] ppdet.engine INFO: Epoch: [6] [ 600/54024] learning_rate: 0.000100 loss_class: 0.671332 loss_bbox: 0.106308 loss_giou: 0.494688 loss_class_aux: 4.219165 loss_bbox_aux: 0.706537 loss_giou_aux: 3.067003 loss_class_dn: 0.336055 loss_bbox_dn: 0.105405 loss_giou_dn: 0.392991 loss_class_aux_dn: 1.809299 loss_bbox_aux_dn: 0.656165 loss_giou_aux_dn: 2.184445 loss: 14.862750 eta: 36 days, 11:00:21 batch_cost: 0.9912 data_cost: 0.0010 ips: 8.0711 images/s [07/23 09:12:32] ppdet.engine INFO: Epoch: [6] [ 700/54024] learning_rate: 0.000100 loss_class: 0.691255 loss_bbox: 0.111678 loss_giou: 0.541870 loss_class_aux: 4.316012 loss_bbox_aux: 0.750182 loss_giou_aux: 3.383508 loss_class_dn: 0.345402 loss_bbox_dn: 0.108424 loss_giou_dn: 0.399474 loss_class_aux_dn: 1.896243 loss_bbox_aux_dn: 0.668526 loss_giou_aux_dn: 2.280960 loss: 15.260627 eta: 36 days, 11:01:48 batch_cost: 0.9637 data_cost: 0.0010 ips: 8.3013 images/s [07/23 09:14:17] ppdet.engine INFO: Epoch: [6] [ 800/54024] learning_rate: 0.000100 loss_class: 0.662536 loss_bbox: 0.113544 loss_giou: 0.459225 loss_class_aux: 4.112410 loss_bbox_aux: 0.719985 loss_giou_aux: 2.942872 loss_class_dn: 0.330595 loss_bbox_dn: 0.106551 loss_giou_dn: 0.392510 loss_class_aux_dn: 1.783290 loss_bbox_aux_dn: 0.649993 loss_giou_aux_dn: 2.182991 loss: 14.653100 eta: 36 days, 11:04:35 batch_cost: 1.0005 data_cost: 0.0394 ips: 7.9957 images/s [07/23 09:15:54] ppdet.engine INFO: Epoch: [6] [ 900/54024] learning_rate: 0.000100 loss_class: 0.700920 loss_bbox: 0.122156 loss_giou: 0.506933 loss_class_aux: 4.309426 loss_bbox_aux: 0.817574 loss_giou_aux: 3.164402 loss_class_dn: 0.354657 loss_bbox_dn: 0.117010 loss_giou_dn: 0.408160 loss_class_aux_dn: 1.911319 loss_bbox_aux_dn: 0.714588 loss_giou_aux_dn: 2.331988 loss: 15.645848 eta: 36 days, 11:04:27 batch_cost: 0.9202 data_cost: 0.0010 ips: 8.6937 images/s [07/23 09:17:38] ppdet.engine INFO: Epoch: [6] [ 1000/54024] learning_rate: 0.000100 loss_class: 0.709134 loss_bbox: 0.119725 loss_giou: 0.560028 loss_class_aux: 4.369446 loss_bbox_aux: 0.795926 loss_giou_aux: 3.500317 loss_class_dn: 0.363219 loss_bbox_dn: 0.116671 loss_giou_dn: 0.433446 loss_class_aux_dn: 1.945779 loss_bbox_aux_dn: 0.739361 loss_giou_aux_dn: 2.473775 loss: 15.875287 eta: 36 days, 11:06:57 batch_cost: 0.9928 data_cost: 0.0837 ips: 8.0579 images/s [07/23 09:19:18] ppdet.engine INFO: Epoch: [6] [ 1100/54024] learning_rate: 0.000100 loss_class: 0.686256 loss_bbox: 0.115727 loss_giou: 0.513500 loss_class_aux: 4.335306 loss_bbox_aux: 0.748062 loss_giou_aux: 3.290547 loss_class_dn: 0.345720 loss_bbox_dn: 0.097890 loss_giou_dn: 0.414279 loss_class_aux_dn: 1.859207 loss_bbox_aux_dn: 0.617557 loss_giou_aux_dn: 2.371575 loss: 15.684586 eta: 36 days, 11:08:02 batch_cost: 0.9539 data_cost: 0.0010 ips: 8.3862 images/s [07/23 09:20:56] ppdet.engine INFO: Epoch: [6] [ 1200/54024] learning_rate: 0.000100 loss_class: 0.763633 loss_bbox: 0.125644 loss_giou: 0.546619 loss_class_aux: 4.721146 loss_bbox_aux: 0.812911 loss_giou_aux: 3.432635 loss_class_dn: 0.384230 loss_bbox_dn: 0.126632 loss_giou_dn: 0.433318 loss_class_aux_dn: 2.060438 loss_bbox_aux_dn: 0.770818 loss_giou_aux_dn: 2.429957 loss: 16.329723 eta: 36 days, 11:08:09 batch_cost: 0.9276 data_cost: 0.0010 ips: 8.6245 images/s [07/23 09:22:28] ppdet.engine INFO: Epoch: [6] [ 1300/54024] learning_rate: 0.000100 loss_class: 0.663705 loss_bbox: 0.117089 loss_giou: 0.521319 loss_class_aux: 4.155601 loss_bbox_aux: 0.757989 loss_giou_aux: 3.277626 loss_class_dn: 0.344866 loss_bbox_dn: 0.106693 loss_giou_dn: 0.405614 loss_class_aux_dn: 1.857197 loss_bbox_aux_dn: 0.655044 loss_giou_aux_dn: 2.262565 loss: 15.329542 eta: 36 days, 11:06:06 batch_cost: 0.8684 data_cost: 0.0011 ips: 9.2128 images/s [07/23 09:23:57] ppdet.engine INFO: Epoch: [6] [ 1400/54024] learning_rate: 0.000100 loss_class: 0.735060 loss_bbox: 0.119494 loss_giou: 0.566230 loss_class_aux: 4.578193 loss_bbox_aux: 0.787460 loss_giou_aux: 3.531001 loss_class_dn: 0.368938 loss_bbox_dn: 0.114762 loss_giou_dn: 0.425993 loss_class_aux_dn: 1.994722 loss_bbox_aux_dn: 0.693354 loss_giou_aux_dn: 2.380352 loss: 16.410625 eta: 36 days, 11:03:19 batch_cost: 0.8477 data_cost: 0.0010 ips: 9.4373 images/s [07/23 09:25:33] ppdet.engine INFO: Epoch: [6] [ 1500/54024] learning_rate: 0.000100 loss_class: 0.689314 loss_bbox: 0.119900 loss_giou: 0.557730 loss_class_aux: 4.293365 loss_bbox_aux: 0.766843 loss_giou_aux: 3.386452 loss_class_dn: 0.357340 loss_bbox_dn: 0.102688 loss_giou_dn: 0.415461 loss_class_aux_dn: 1.937336 loss_bbox_aux_dn: 0.648482 loss_giou_aux_dn: 2.322482 loss: 15.658228 eta: 36 days, 11:02:49 batch_cost: 0.9104 data_cost: 0.0010 ips: 8.7876 images/s [07/23 09:27:15] ppdet.engine INFO: Epoch: [6] [ 1600/54024] learning_rate: 0.000100 loss_class: 0.698132 loss_bbox: 0.113873 loss_giou: 0.521410 loss_class_aux: 4.383025 loss_bbox_aux: 0.771690 loss_giou_aux: 3.254023 loss_class_dn: 0.346210 loss_bbox_dn: 0.116153 loss_giou_dn: 0.401951 loss_class_aux_dn: 1.857349 loss_bbox_aux_dn: 0.700259 loss_giou_aux_dn: 2.308569 loss: 15.673888 eta: 36 days, 11:04:31 batch_cost: 0.9716 data_cost: 0.0446 ips: 8.2334 images/s [07/23 09:29:02] ppdet.engine INFO: Epoch: [6] [ 1700/54024] learning_rate: 0.000100 loss_class: 0.736671 loss_bbox: 0.107762 loss_giou: 0.515658 loss_class_aux: 4.536645 loss_bbox_aux: 0.709874 loss_giou_aux: 3.261510 loss_class_dn: 0.360705 loss_bbox_dn: 0.106756 loss_giou_dn: 0.413185 loss_class_aux_dn: 1.940703 loss_bbox_aux_dn: 0.648711 loss_giou_aux_dn: 2.319168 loss: 15.881516 eta: 36 days, 11:07:35 batch_cost: 1.0088 data_cost: 0.0048 ips: 7.9303 images/s [07/23 09:30:52] ppdet.engine INFO: Epoch: [6] [ 1800/54024] learning_rate: 0.000100 loss_class: 0.697693 loss_bbox: 0.116807 loss_giou: 0.522466 loss_class_aux: 4.349443 loss_bbox_aux: 0.789321 loss_giou_aux: 3.213503 loss_class_dn: 0.359760 loss_bbox_dn: 0.112472 loss_giou_dn: 0.392100 loss_class_aux_dn: 1.944460 loss_bbox_aux_dn: 0.689174 loss_giou_aux_dn: 2.228736 loss: 15.793171 eta: 36 days, 11:12:11 batch_cost: 1.0519 data_cost: 0.0010 ips: 7.6055 images/s [07/23 09:32:32] ppdet.engine INFO: Epoch: [6] [ 1900/54024] learning_rate: 0.000100 loss_class: 0.707886 loss_bbox: 0.112518 loss_giou: 0.498422 loss_class_aux: 4.374396 loss_bbox_aux: 0.737198 loss_giou_aux: 3.140489 loss_class_dn: 0.340701 loss_bbox_dn: 0.111102 loss_giou_dn: 0.391530 loss_class_aux_dn: 1.849932 loss_bbox_aux_dn: 0.683629 loss_giou_aux_dn: 2.234102 loss: 15.188025 eta: 36 days, 11:12:58 batch_cost: 0.9463 data_cost: 0.0009 ips: 8.4536 images/s [07/23 09:34:08] ppdet.engine INFO: Epoch: [6] [ 2000/54024] learning_rate: 0.000100 loss_class: 0.683785 loss_bbox: 0.113180 loss_giou: 0.500160 loss_class_aux: 4.316090 loss_bbox_aux: 0.732389 loss_giou_aux: 3.149306 loss_class_dn: 0.351286 loss_bbox_dn: 0.110930 loss_giou_dn: 0.390832 loss_class_aux_dn: 1.889949 loss_bbox_aux_dn: 0.666711 loss_giou_aux_dn: 2.211816 loss: 15.360916 eta: 36 days, 11:12:35 batch_cost: 0.9143 data_cost: 0.0010 ips: 8.7501 images/s [07/23 09:35:44] ppdet.engine INFO: Epoch: [6] [ 2100/54024] learning_rate: 0.000100 loss_class: 0.689395 loss_bbox: 0.120674 loss_giou: 0.544693 loss_class_aux: 4.313952 loss_bbox_aux: 0.758202 loss_giou_aux: 3.421548 loss_class_dn: 0.364737 loss_bbox_dn: 0.114483 loss_giou_dn: 0.411097 loss_class_aux_dn: 1.958399 loss_bbox_aux_dn: 0.688816 loss_giou_aux_dn: 2.338751 loss: 15.846244 eta: 36 days, 11:12:10 batch_cost: 0.9133 data_cost: 0.0009 ips: 8.7590 images/s [07/23 09:37:19] ppdet.engine INFO: Epoch: [6] [ 2200/54024] learning_rate: 0.000100 loss_class: 0.699256 loss_bbox: 0.110415 loss_giou: 0.511328 loss_class_aux: 4.370966 loss_bbox_aux: 0.722682 loss_giou_aux: 3.174030 loss_class_dn: 0.356743 loss_bbox_dn: 0.108378 loss_giou_dn: 0.388575 loss_class_aux_dn: 1.922769 loss_bbox_aux_dn: 0.647445 loss_giou_aux_dn: 2.195659 loss: 15.612999 eta: 36 days, 11:11:01 batch_cost: 0.8931 data_cost: 0.0010 ips: 8.9571 images/s [07/23 09:38:49] ppdet.engine INFO: Epoch: [6] [ 2300/54024] learning_rate: 0.000100 loss_class: 0.675541 loss_bbox: 0.118209 loss_giou: 0.507744 loss_class_aux: 4.214797 loss_bbox_aux: 0.763402 loss_giou_aux: 3.144953 loss_class_dn: 0.345637 loss_bbox_dn: 0.110264 loss_giou_dn: 0.408293 loss_class_aux_dn: 1.837888 loss_bbox_aux_dn: 0.670948 loss_giou_aux_dn: 2.300887 loss: 15.860157 eta: 36 days, 11:08:18 batch_cost: 0.8496 data_cost: 0.0010 ips: 9.4167 images/s [07/23 09:40:29] ppdet.engine INFO: Epoch: [6] [ 2400/54024] learning_rate: 0.000100 loss_class: 0.689328 loss_bbox: 0.110614 loss_giou: 0.552905 loss_class_aux: 4.283069 loss_bbox_aux: 0.748853 loss_giou_aux: 3.488512 loss_class_dn: 0.360129 loss_bbox_dn: 0.113567 loss_giou_dn: 0.433130 loss_class_aux_dn: 1.932630 loss_bbox_aux_dn: 0.686238 loss_giou_aux_dn: 2.417623 loss: 16.070740 eta: 36 days, 11:09:11 batch_cost: 0.9497 data_cost: 0.0013 ips: 8.4237 images/s [07/23 09:42:04] ppdet.engine INFO: Epoch: [6] [ 2500/54024] learning_rate: 0.000100 loss_class: 0.689320 loss_bbox: 0.119996 loss_giou: 0.477345 loss_class_aux: 4.388493 loss_bbox_aux: 0.764112 loss_giou_aux: 3.023997 loss_class_dn: 0.346739 loss_bbox_dn: 0.108782 loss_giou_dn: 0.385882 loss_class_aux_dn: 1.907010 loss_bbox_aux_dn: 0.665629 loss_giou_aux_dn: 2.184506 loss: 15.648779 eta: 36 days, 11:08:25 batch_cost: 0.9037 data_cost: 0.0010 ips: 8.8523 images/s [07/23 09:43:36] ppdet.engine INFO: Epoch: [6] [ 2600/54024] learning_rate: 0.000100 loss_class: 0.673914 loss_bbox: 0.114530 loss_giou: 0.498170 loss_class_aux: 4.219544 loss_bbox_aux: 0.769324 loss_giou_aux: 3.132413 loss_class_dn: 0.340055 loss_bbox_dn: 0.114427 loss_giou_dn: 0.383538 loss_class_aux_dn: 1.865669 loss_bbox_aux_dn: 0.702736 loss_giou_aux_dn: 2.157863 loss: 15.198445 eta: 36 days, 11:06:32 batch_cost: 0.8726 data_cost: 0.0010 ips: 9.1678 images/s [07/23 09:45:20] ppdet.engine INFO: Epoch: [6] [ 2700/54024] learning_rate: 0.000100 loss_class: 0.734830 loss_bbox: 0.122268 loss_giou: 0.561278 loss_class_aux: 4.532775 loss_bbox_aux: 0.779813 loss_giou_aux: 3.482566 loss_class_dn: 0.376944 loss_bbox_dn: 0.114315 loss_giou_dn: 0.448138 loss_class_aux_dn: 2.011424 loss_bbox_aux_dn: 0.709469 loss_giou_aux_dn: 2.482445 loss: 16.771703 eta: 36 days, 11:08:51 batch_cost: 0.9894 data_cost: 0.0010 ips: 8.0858 images/s [07/23 09:46:51] ppdet.engine INFO: Epoch: [6] [ 2800/54024] learning_rate: 0.000100 loss_class: 0.708574 loss_bbox: 0.119385 loss_giou: 0.521737 loss_class_aux: 4.333640 loss_bbox_aux: 0.782651 loss_giou_aux: 3.294505 loss_class_dn: 0.350333 loss_bbox_dn: 0.115488 loss_giou_dn: 0.405821 loss_class_aux_dn: 1.881953 loss_bbox_aux_dn: 0.695503 loss_giou_aux_dn: 2.302357 loss: 15.331420 eta: 36 days, 11:06:37 batch_cost: 0.8632 data_cost: 0.0010 ips: 9.2675 images/s [07/23 09:48:26] ppdet.engine INFO: Epoch: [6] [ 2900/54024] learning_rate: 0.000100 loss_class: 0.715052 loss_bbox: 0.116762 loss_giou: 0.535370 loss_class_aux: 4.455570 loss_bbox_aux: 0.745100 loss_giou_aux: 3.345955 loss_class_dn: 0.352438 loss_bbox_dn: 0.114417 loss_giou_dn: 0.422648 loss_class_aux_dn: 1.874074 loss_bbox_aux_dn: 0.689176 loss_giou_aux_dn: 2.369128 loss: 15.805114 eta: 36 days, 11:05:28 batch_cost: 0.8933 data_cost: 0.0010 ips: 8.9553 images/s [07/23 09:49:56] ppdet.engine INFO: Epoch: [6] [ 3000/54024] learning_rate: 0.000100 loss_class: 0.697797 loss_bbox: 0.114623 loss_giou: 0.575931 loss_class_aux: 4.237521 loss_bbox_aux: 0.746128 loss_giou_aux: 3.634214 loss_class_dn: 0.363711 loss_bbox_dn: 0.115604 loss_giou_dn: 0.434855 loss_class_aux_dn: 1.932088 loss_bbox_aux_dn: 0.713333 loss_giou_aux_dn: 2.480000 loss: 16.230549 eta: 36 days, 11:02:47 batch_cost: 0.8504 data_cost: 0.0009 ips: 9.4074 images/s [07/23 09:51:27] ppdet.engine INFO: Epoch: [6] [ 3100/54024] learning_rate: 0.000100 loss_class: 0.685381 loss_bbox: 0.112617 loss_giou: 0.527704 loss_class_aux: 4.244567 loss_bbox_aux: 0.757235 loss_giou_aux: 3.327932 loss_class_dn: 0.350749 loss_bbox_dn: 0.112283 loss_giou_dn: 0.406767 loss_class_aux_dn: 1.896246 loss_bbox_aux_dn: 0.666724 loss_giou_aux_dn: 2.338082 loss: 15.144859 eta: 36 days, 11:00:10 batch_cost: 0.8527 data_cost: 0.0063 ips: 9.3825 images/s [07/23 09:52:56] ppdet.engine INFO: Epoch: [6] [ 3200/54024] learning_rate: 0.000100 loss_class: 0.705667 loss_bbox: 0.124694 loss_giou: 0.613757 loss_class_aux: 4.471585 loss_bbox_aux: 0.814944 loss_giou_aux: 3.839402 loss_class_dn: 0.379762 loss_bbox_dn: 0.117438 loss_giou_dn: 0.456883 loss_class_aux_dn: 2.033288 loss_bbox_aux_dn: 0.731360 loss_giou_aux_dn: 2.546018 loss: 16.949522 eta: 36 days, 10:57:16 batch_cost: 0.8447 data_cost: 0.0015 ips: 9.4712 images/s [07/23 09:54:28] ppdet.engine INFO: Epoch: [6] [ 3300/54024] learning_rate: 0.000100 loss_class: 0.705844 loss_bbox: 0.115592 loss_giou: 0.494067 loss_class_aux: 4.430792 loss_bbox_aux: 0.770946 loss_giou_aux: 3.032086 loss_class_dn: 0.353629 loss_bbox_dn: 0.117371 loss_giou_dn: 0.403129 loss_class_aux_dn: 1.891561 loss_bbox_aux_dn: 0.723598 loss_giou_aux_dn: 2.278085 loss: 16.041797 eta: 36 days, 10:55:07 batch_cost: 0.8652 data_cost: 0.0331 ips: 9.2468 images/s [07/23 09:55:59] ppdet.engine INFO: Epoch: [6] [ 3400/54024] learning_rate: 0.000100 loss_class: 0.749312 loss_bbox: 0.122349 loss_giou: 0.550578 loss_class_aux: 4.611431 loss_bbox_aux: 0.791998 loss_giou_aux: 3.448165 loss_class_dn: 0.364169 loss_bbox_dn: 0.114824 loss_giou_dn: 0.418353 loss_class_aux_dn: 1.967913 loss_bbox_aux_dn: 0.710336 loss_giou_aux_dn: 2.376774 loss: 16.624282 eta: 36 days, 10:52:30 batch_cost: 0.8525 data_cost: 0.0343 ips: 9.3837 images/s [07/23 09:57:53] ppdet.engine INFO: Epoch: [6] [ 3500/54024] learning_rate: 0.000100 loss_class: 0.718078 loss_bbox: 0.115340 loss_giou: 0.490762 loss_class_aux: 4.495468 loss_bbox_aux: 0.782572 loss_giou_aux: 3.127210 loss_class_dn: 0.366389 loss_bbox_dn: 0.122246 loss_giou_dn: 0.398126 loss_class_aux_dn: 1.990785 loss_bbox_aux_dn: 0.740616 loss_giou_aux_dn: 2.285064 loss: 15.713338 eta: 36 days, 10:58:34 batch_cost: 1.0944 data_cost: 0.0198 ips: 7.3099 images/s [07/23 09:59:35] ppdet.engine INFO: Epoch: [6] [ 3600/54024] learning_rate: 0.000100 loss_class: 0.707070 loss_bbox: 0.112725 loss_giou: 0.493098 loss_class_aux: 4.383018 loss_bbox_aux: 0.742893 loss_giou_aux: 3.085289 loss_class_dn: 0.350239 loss_bbox_dn: 0.116543 loss_giou_dn: 0.387855 loss_class_aux_dn: 1.899772 loss_bbox_aux_dn: 0.704902 loss_giou_aux_dn: 2.196665 loss: 15.325957 eta: 36 days, 11:00:16 batch_cost: 0.9725 data_cost: 0.0860 ips: 8.2262 images/s [07/23 10:01:28] ppdet.engine INFO: Epoch: [6] [ 3700/54024] learning_rate: 0.000100 loss_class: 0.752417 loss_bbox: 0.127482 loss_giou: 0.552133 loss_class_aux: 4.696244 loss_bbox_aux: 0.839647 loss_giou_aux: 3.463691 loss_class_dn: 0.365235 loss_bbox_dn: 0.115973 loss_giou_dn: 0.422181 loss_class_aux_dn: 1.957828 loss_bbox_aux_dn: 0.690695 loss_giou_aux_dn: 2.402555 loss: 16.237130 eta: 36 days, 11:06:00 batch_cost: 1.0857 data_cost: 0.0010 ips: 7.3687 images/s [07/23 10:02:57] ppdet.engine INFO: Epoch: [6] [ 3800/54024] learning_rate: 0.000100 loss_class: 0.684813 loss_bbox: 0.110279 loss_giou: 0.493472 loss_class_aux: 4.318192 loss_bbox_aux: 0.715799 loss_giou_aux: 3.056263 loss_class_dn: 0.352516 loss_bbox_dn: 0.113499 loss_giou_dn: 0.395091 loss_class_aux_dn: 1.912013 loss_bbox_aux_dn: 0.690724 loss_giou_aux_dn: 2.240208 loss: 15.348490 eta: 36 days, 11:02:59 batch_cost: 0.8416 data_cost: 0.0095 ips: 9.5060 images/s [07/23 10:04:28] ppdet.engine INFO: Epoch: [6] [ 3900/54024] learning_rate: 0.000100 loss_class: 0.717912 loss_bbox: 0.118308 loss_giou: 0.510187 loss_class_aux: 4.536624 loss_bbox_aux: 0.790881 loss_giou_aux: 3.214511 loss_class_dn: 0.355684 loss_bbox_dn: 0.114283 loss_giou_dn: 0.407227 loss_class_aux_dn: 1.962016 loss_bbox_aux_dn: 0.701144 loss_giou_aux_dn: 2.328639 loss: 15.556429 eta: 36 days, 11:00:43 batch_cost: 0.8622 data_cost: 0.0010 ips: 9.2788 images/s [07/23 10:05:57] ppdet.engine INFO: Epoch: [6] [ 4000/54024] learning_rate: 0.000100 loss_class: 0.701835 loss_bbox: 0.117893 loss_giou: 0.514529 loss_class_aux: 4.256197 loss_bbox_aux: 0.777232 loss_giou_aux: 3.159459 loss_class_dn: 0.356068 loss_bbox_dn: 0.113081 loss_giou_dn: 0.402258 loss_class_aux_dn: 1.892048 loss_bbox_aux_dn: 0.685352 loss_giou_aux_dn: 2.257888 loss: 15.777875 eta: 36 days, 10:57:42 batch_cost: 0.8413 data_cost: 0.0069 ips: 9.5086 images/s [07/23 10:07:23] ppdet.engine INFO: Epoch: [6] [ 4100/54024] learning_rate: 0.000100 loss_class: 0.722218 loss_bbox: 0.121358 loss_giou: 0.565753 loss_class_aux: 4.496466 loss_bbox_aux: 0.785284 loss_giou_aux: 3.548265 loss_class_dn: 0.378805 loss_bbox_dn: 0.107603 loss_giou_dn: 0.437360 loss_class_aux_dn: 1.994525 loss_bbox_aux_dn: 0.679422 loss_giou_aux_dn: 2.452410 loss: 16.541741 eta: 36 days, 10:53:17 batch_cost: 0.8021 data_cost: 0.0010 ips: 9.9733 images/s [07/23 10:09:17] ppdet.engine INFO: Epoch: [6] [ 4200/54024] learning_rate: 0.000100 loss_class: 0.710849 loss_bbox: 0.119476 loss_giou: 0.516342 loss_class_aux: 4.441604 loss_bbox_aux: 0.783891 loss_giou_aux: 3.270132 loss_class_dn: 0.366178 loss_bbox_dn: 0.121893 loss_giou_dn: 0.401497 loss_class_aux_dn: 1.938481 loss_bbox_aux_dn: 0.717023 loss_giou_aux_dn: 2.289860 loss: 15.730694 eta: 36 days, 10:59:25 batch_cost: 1.0972 data_cost: 0.0375 ips: 7.2913 images/s [07/23 10:10:45] ppdet.engine INFO: Epoch: [6] [ 4300/54024] learning_rate: 0.000100 loss_class: 0.716616 loss_bbox: 0.112893 loss_giou: 0.507874 loss_class_aux: 4.485586 loss_bbox_aux: 0.748918 loss_giou_aux: 3.273816 loss_class_dn: 0.357994 loss_bbox_dn: 0.113453 loss_giou_dn: 0.417515 loss_class_aux_dn: 1.947271 loss_bbox_aux_dn: 0.678039 loss_giou_aux_dn: 2.341471 loss: 16.123971 eta: 36 days, 10:55:51 batch_cost: 0.8258 data_cost: 0.0009 ips: 9.6875 images/s [07/23 10:12:18] ppdet.engine INFO: Epoch: [6] [ 4400/54024] learning_rate: 0.000100 loss_class: 0.706252 loss_bbox: 0.119315 loss_giou: 0.530197 loss_class_aux: 4.312509 loss_bbox_aux: 0.792956 loss_giou_aux: 3.301481 loss_class_dn: 0.367982 loss_bbox_dn: 0.116959 loss_giou_dn: 0.429783 loss_class_aux_dn: 1.960616 loss_bbox_aux_dn: 0.687618 loss_giou_aux_dn: 2.430639 loss: 16.184381 eta: 36 days, 10:54:03 batch_cost: 0.8753 data_cost: 0.0015 ips: 9.1396 images/s [07/23 10:13:44] ppdet.engine INFO: Epoch: [6] [ 4500/54024] learning_rate: 0.000100 loss_class: 0.729240 loss_bbox: 0.122683 loss_giou: 0.604504 loss_class_aux: 4.581062 loss_bbox_aux: 0.798404 loss_giou_aux: 3.725893 loss_class_dn: 0.375964 loss_bbox_dn: 0.119617 loss_giou_dn: 0.455305 loss_class_aux_dn: 2.010330 loss_bbox_aux_dn: 0.715967 loss_giou_aux_dn: 2.585164 loss: 16.794844 eta: 36 days, 10:50:10 batch_cost: 0.8170 data_cost: 0.0010 ips: 9.7918 images/s [07/23 10:15:18] ppdet.engine INFO: Epoch: [6] [ 4600/54024] learning_rate: 0.000100 loss_class: 0.670155 loss_bbox: 0.110986 loss_giou: 0.441253 loss_class_aux: 4.192177 loss_bbox_aux: 0.724553 loss_giou_aux: 2.801057 loss_class_dn: 0.324218 loss_bbox_dn: 0.110566 loss_giou_dn: 0.359296 loss_class_aux_dn: 1.795001 loss_bbox_aux_dn: 0.678046 loss_giou_aux_dn: 2.082669 loss: 14.422645 eta: 36 days, 10:48:44 batch_cost: 0.8855 data_cost: 0.0010 ips: 9.0344 images/s [07/23 10:16:50] ppdet.engine INFO: Epoch: [6] [ 4700/54024] learning_rate: 0.000100 loss_class: 0.703284 loss_bbox: 0.116238 loss_giou: 0.553424 loss_class_aux: 4.350101 loss_bbox_aux: 0.776819 loss_giou_aux: 3.501380 loss_class_dn: 0.362801 loss_bbox_dn: 0.114735 loss_giou_dn: 0.413956 loss_class_aux_dn: 1.933449 loss_bbox_aux_dn: 0.681821 loss_giou_aux_dn: 2.353229 loss: 16.035293 eta: 36 days, 10:46:44 batch_cost: 0.8693 data_cost: 0.0010 ips: 9.2028 images/s [07/23 10:18:34] ppdet.engine INFO: Epoch: [6] [ 4800/54024] learning_rate: 0.000100 loss_class: 0.718150 loss_bbox: 0.113601 loss_giou: 0.470681 loss_class_aux: 4.557877 loss_bbox_aux: 0.745111 loss_giou_aux: 3.046315 loss_class_dn: 0.342416 loss_bbox_dn: 0.111297 loss_giou_dn: 0.395579 loss_class_aux_dn: 1.817402 loss_bbox_aux_dn: 0.682995 loss_giou_aux_dn: 2.235622 loss: 15.007001 eta: 36 days, 10:49:15 batch_cost: 0.9969 data_cost: 0.1047 ips: 8.0251 images/s [07/23 10:20:22] ppdet.engine INFO: Epoch: [6] [ 4900/54024] learning_rate: 0.000100 loss_class: 0.738521 loss_bbox: 0.110428 loss_giou: 0.512686 loss_class_aux: 4.557570 loss_bbox_aux: 0.726979 loss_giou_aux: 3.214874 loss_class_dn: 0.362715 loss_bbox_dn: 0.112915 loss_giou_dn: 0.411459 loss_class_aux_dn: 1.950935 loss_bbox_aux_dn: 0.723202 loss_giou_aux_dn: 2.356130 loss: 15.806650 eta: 36 days, 10:52:44 batch_cost: 1.0240 data_cost: 0.1200 ips: 7.8128 images/s [07/23 10:21:59] ppdet.engine INFO: Epoch: [6] [ 5000/54024] learning_rate: 0.000100 loss_class: 0.679183 loss_bbox: 0.113414 loss_giou: 0.524614 loss_class_aux: 4.184799 loss_bbox_aux: 0.730096 loss_giou_aux: 3.259865 loss_class_dn: 0.351056 loss_bbox_dn: 0.112610 loss_giou_dn: 0.390424 loss_class_aux_dn: 1.894101 loss_bbox_aux_dn: 0.673525 loss_giou_aux_dn: 2.237935 loss: 15.571957 eta: 36 days, 10:52:20 batch_cost: 0.9148 data_cost: 0.0010 ips: 8.7451 images/s [07/23 10:23:39] ppdet.engine INFO: Epoch: [6] [ 5100/54024] learning_rate: 0.000100 loss_class: 0.713439 loss_bbox: 0.116650 loss_giou: 0.536148 loss_class_aux: 4.399188 loss_bbox_aux: 0.749641 loss_giou_aux: 3.369277 loss_class_dn: 0.363333 loss_bbox_dn: 0.111694 loss_giou_dn: 0.409701 loss_class_aux_dn: 1.954917 loss_bbox_aux_dn: 0.684625 loss_giou_aux_dn: 2.330309 loss: 15.829460 eta: 36 days, 10:53:25 batch_cost: 0.9563 data_cost: 0.0010 ips: 8.3656 images/s [07/23 10:25:05] ppdet.engine INFO: Epoch: [6] [ 5200/54024] learning_rate: 0.000100 loss_class: 0.696282 loss_bbox: 0.112942 loss_giou: 0.507429 loss_class_aux: 4.403728 loss_bbox_aux: 0.757503 loss_giou_aux: 3.146517 loss_class_dn: 0.349531 loss_bbox_dn: 0.114776 loss_giou_dn: 0.401808 loss_class_aux_dn: 1.869939 loss_bbox_aux_dn: 0.689276 loss_giou_aux_dn: 2.298689 loss: 15.638014 eta: 36 days, 10:49:12 batch_cost: 0.8075 data_cost: 0.0017 ips: 9.9066 images/s [07/23 10:26:32] ppdet.engine INFO: Epoch: [6] [ 5300/54024] learning_rate: 0.000100 loss_class: 0.754882 loss_bbox: 0.113256 loss_giou: 0.562751 loss_class_aux: 4.649586 loss_bbox_aux: 0.738622 loss_giou_aux: 3.491869 loss_class_dn: 0.373749 loss_bbox_dn: 0.103028 loss_giou_dn: 0.429952 loss_class_aux_dn: 2.013351 loss_bbox_aux_dn: 0.626920 loss_giou_aux_dn: 2.433743 loss: 16.650021 eta: 36 days, 10:45:36 batch_cost: 0.8244 data_cost: 0.0029 ips: 9.7040 images/s [07/23 10:28:04] ppdet.engine INFO: Epoch: [6] [ 5400/54024] learning_rate: 0.000100 loss_class: 0.706006 loss_bbox: 0.115819 loss_giou: 0.519483 loss_class_aux: 4.359517 loss_bbox_aux: 0.750121 loss_giou_aux: 3.224987 loss_class_dn: 0.343807 loss_bbox_dn: 0.112704 loss_giou_dn: 0.416954 loss_class_aux_dn: 1.882889 loss_bbox_aux_dn: 0.670073 loss_giou_aux_dn: 2.315613 loss: 15.209205 eta: 36 days, 10:43:28 batch_cost: 0.8662 data_cost: 0.0309 ips: 9.2356 images/s [07/23 10:29:43] ppdet.engine INFO: Epoch: [6] [ 5500/54024] learning_rate: 0.000100 loss_class: 0.698480 loss_bbox: 0.118054 loss_giou: 0.514059 loss_class_aux: 4.402184 loss_bbox_aux: 0.783387 loss_giou_aux: 3.225197 loss_class_dn: 0.361325 loss_bbox_dn: 0.115012 loss_giou_dn: 0.407846 loss_class_aux_dn: 1.951217 loss_bbox_aux_dn: 0.691056 loss_giou_aux_dn: 2.320564 loss: 16.109468 eta: 36 days, 10:44:15 batch_cost: 0.9482 data_cost: 0.0312 ips: 8.4370 images/s [07/23 10:31:11] ppdet.engine INFO: Epoch: [6] [ 5600/54024] learning_rate: 0.000100 loss_class: 0.687461 loss_bbox: 0.115461 loss_giou: 0.514647 loss_class_aux: 4.262749 loss_bbox_aux: 0.771808 loss_giou_aux: 3.144763 loss_class_dn: 0.349310 loss_bbox_dn: 0.111552 loss_giou_dn: 0.410269 loss_class_aux_dn: 1.907791 loss_bbox_aux_dn: 0.676260 loss_giou_aux_dn: 2.314198 loss: 15.603252 eta: 36 days, 10:40:51 batch_cost: 0.8301 data_cost: 0.0018 ips: 9.6377 images/s [07/23 10:32:38] ppdet.engine INFO: Epoch: [6] [ 5700/54024] learning_rate: 0.000100 loss_class: 0.706970 loss_bbox: 0.110926 loss_giou: 0.500965 loss_class_aux: 4.386441 loss_bbox_aux: 0.728262 loss_giou_aux: 3.130510 loss_class_dn: 0.342898 loss_bbox_dn: 0.115911 loss_giou_dn: 0.400050 loss_class_aux_dn: 1.835022 loss_bbox_aux_dn: 0.705390 loss_giou_aux_dn: 2.250971 loss: 15.178642 eta: 36 days, 10:37:06 batch_cost: 0.8199 data_cost: 0.0052 ips: 9.7570 images/s [07/23 10:34:12] ppdet.engine INFO: Epoch: [6] [ 5800/54024] learning_rate: 0.000100 loss_class: 0.701522 loss_bbox: 0.114996 loss_giou: 0.488979 loss_class_aux: 4.359585 loss_bbox_aux: 0.749718 loss_giou_aux: 3.049331 loss_class_dn: 0.341794 loss_bbox_dn: 0.120420 loss_giou_dn: 0.394017 loss_class_aux_dn: 1.841644 loss_bbox_aux_dn: 0.724092 loss_giou_aux_dn: 2.242899 loss: 15.458645 eta: 36 days, 10:35:44 batch_cost: 0.8879 data_cost: 0.0054 ips: 9.0104 images/s [07/23 10:35:42] ppdet.engine INFO: Epoch: [6] [ 5900/54024] learning_rate: 0.000100 loss_class: 0.698429 loss_bbox: 0.120204 loss_giou: 0.502220 loss_class_aux: 4.340990 loss_bbox_aux: 0.784885 loss_giou_aux: 3.177095 loss_class_dn: 0.336915 loss_bbox_dn: 0.116968 loss_giou_dn: 0.394346 loss_class_aux_dn: 1.830550 loss_bbox_aux_dn: 0.728742 loss_giou_aux_dn: 2.278893 loss: 15.699049 eta: 36 days, 10:32:57 batch_cost: 0.8473 data_cost: 0.0014 ips: 9.4417 images/s [07/23 10:37:07] ppdet.engine INFO: Epoch: [6] [ 6000/54024] learning_rate: 0.000100 loss_class: 0.698158 loss_bbox: 0.113515 loss_giou: 0.499439 loss_class_aux: 4.345106 loss_bbox_aux: 0.727370 loss_giou_aux: 3.106161 loss_class_dn: 0.346179 loss_bbox_dn: 0.108104 loss_giou_dn: 0.378478 loss_class_aux_dn: 1.890201 loss_bbox_aux_dn: 0.677845 loss_giou_aux_dn: 2.206376 loss: 15.182497 eta: 36 days, 10:28:53 batch_cost: 0.8110 data_cost: 0.0010 ips: 9.8644 images/s [07/23 10:38:37] ppdet.engine INFO: Epoch: [6] [ 6100/54024] learning_rate: 0.000100 loss_class: 0.714976 loss_bbox: 0.122659 loss_giou: 0.489526 loss_class_aux: 4.428775 loss_bbox_aux: 0.813494 loss_giou_aux: 3.089128 loss_class_dn: 0.353054 loss_bbox_dn: 0.113456 loss_giou_dn: 0.391952 loss_class_aux_dn: 1.900384 loss_bbox_aux_dn: 0.695058 loss_giou_aux_dn: 2.254782 loss: 15.713571 eta: 36 days, 10:26:01 batch_cost: 0.8449 data_cost: 0.0012 ips: 9.4685 images/s [07/23 10:40:13] ppdet.engine INFO: Epoch: [6] [ 6200/54024] learning_rate: 0.000100 loss_class: 0.717802 loss_bbox: 0.119293 loss_giou: 0.485906 loss_class_aux: 4.511007 loss_bbox_aux: 0.784929 loss_giou_aux: 3.061546 loss_class_dn: 0.343368 loss_bbox_dn: 0.113859 loss_giou_dn: 0.396417 loss_class_aux_dn: 1.853130 loss_bbox_aux_dn: 0.696438 loss_giou_aux_dn: 2.189521 loss: 15.255549 eta: 36 days, 10:25:44 batch_cost: 0.9181 data_cost: 0.0010 ips: 8.7134 images/s [07/23 10:41:42] ppdet.engine INFO: Epoch: [6] [ 6300/54024] learning_rate: 0.000100 loss_class: 0.693459 loss_bbox: 0.112055 loss_giou: 0.511243 loss_class_aux: 4.273684 loss_bbox_aux: 0.771703 loss_giou_aux: 3.158323 loss_class_dn: 0.346741 loss_bbox_dn: 0.115166 loss_giou_dn: 0.390726 loss_class_aux_dn: 1.911771 loss_bbox_aux_dn: 0.700986 loss_giou_aux_dn: 2.229520 loss: 15.561905 eta: 36 days, 10:22:47 batch_cost: 0.8426 data_cost: 0.0340 ips: 9.4949 images/s [07/23 10:43:27] ppdet.engine INFO: Epoch: [6] [ 6400/54024] learning_rate: 0.000100 loss_class: 0.720338 loss_bbox: 0.123193 loss_giou: 0.492324 loss_class_aux: 4.484298 loss_bbox_aux: 0.793560 loss_giou_aux: 3.075504 loss_class_dn: 0.364951 loss_bbox_dn: 0.118693 loss_giou_dn: 0.385649 loss_class_aux_dn: 1.972351 loss_bbox_aux_dn: 0.705934 loss_giou_aux_dn: 2.200605 loss: 15.716581 eta: 36 days, 10:25:21 batch_cost: 0.9992 data_cost: 0.0153 ips: 8.0064 images/s [07/23 10:44:52] ppdet.engine INFO: Epoch: [6] [ 6500/54024] learning_rate: 0.000100 loss_class: 0.708929 loss_bbox: 0.118181 loss_giou: 0.527630 loss_class_aux: 4.398036 loss_bbox_aux: 0.769796 loss_giou_aux: 3.294473 loss_class_dn: 0.363359 loss_bbox_dn: 0.118202 loss_giou_dn: 0.435545 loss_class_aux_dn: 1.989471 loss_bbox_aux_dn: 0.706729 loss_giou_aux_dn: 2.407057 loss: 16.309443 eta: 36 days, 10:20:59 batch_cost: 0.8021 data_cost: 0.0011 ips: 9.9738 images/s [07/23 10:46:42] ppdet.engine INFO: Epoch: [6] [ 6600/54024] learning_rate: 0.000100 loss_class: 0.686035 loss_bbox: 0.109369 loss_giou: 0.485541 loss_class_aux: 4.270748 loss_bbox_aux: 0.734177 loss_giou_aux: 3.028701 loss_class_dn: 0.344999 loss_bbox_dn: 0.107555 loss_giou_dn: 0.375906 loss_class_aux_dn: 1.850145 loss_bbox_aux_dn: 0.651264 loss_giou_aux_dn: 2.130336 loss: 15.123055 eta: 36 days, 10:25:09 batch_cost: 1.0450 data_cost: 0.0016 ips: 7.6554 images/s [07/23 10:48:09] ppdet.engine INFO: Epoch: [6] [ 6700/54024] learning_rate: 0.000100 loss_class: 0.659232 loss_bbox: 0.121651 loss_giou: 0.461121 loss_class_aux: 4.127850 loss_bbox_aux: 0.769551 loss_giou_aux: 2.910226 loss_class_dn: 0.335199 loss_bbox_dn: 0.121456 loss_giou_dn: 0.368354 loss_class_aux_dn: 1.821514 loss_bbox_aux_dn: 0.728208 loss_giou_aux_dn: 2.100268 loss: 14.980738 eta: 36 days, 10:21:30 batch_cost: 0.8224 data_cost: 0.0010 ips: 9.7277 images/s [07/23 10:49:40] ppdet.engine INFO: Epoch: [6] [ 6800/54024] learning_rate: 0.000100 loss_class: 0.654026 loss_bbox: 0.106495 loss_giou: 0.503087 loss_class_aux: 4.105850 loss_bbox_aux: 0.697013 loss_giou_aux: 3.132883 loss_class_dn: 0.338014 loss_bbox_dn: 0.100425 loss_giou_dn: 0.387937 loss_class_aux_dn: 1.812520 loss_bbox_aux_dn: 0.605568 loss_giou_aux_dn: 2.178341 loss: 14.685875 eta: 36 days, 10:19:24 batch_cost: 0.8669 data_cost: 0.0219 ips: 9.2284 images/s [07/23 10:51:15] ppdet.engine INFO: Epoch: [6] [ 6900/54024] learning_rate: 0.000100 loss_class: 0.685171 loss_bbox: 0.108525 loss_giou: 0.540633 loss_class_aux: 4.318527 loss_bbox_aux: 0.720333 loss_giou_aux: 3.369449 loss_class_dn: 0.352454 loss_bbox_dn: 0.107548 loss_giou_dn: 0.404806 loss_class_aux_dn: 1.861431 loss_bbox_aux_dn: 0.661234 loss_giou_aux_dn: 2.279607 loss: 15.902138 eta: 36 days, 10:18:19 batch_cost: 0.8953 data_cost: 0.0010 ips: 8.9359 images/s [07/23 10:52:47] ppdet.engine INFO: Epoch: [6] [ 7000/54024] learning_rate: 0.000100 loss_class: 0.754613 loss_bbox: 0.125788 loss_giou: 0.593038 loss_class_aux: 4.738551 loss_bbox_aux: 0.818658 loss_giou_aux: 3.715513 loss_class_dn: 0.395400 loss_bbox_dn: 0.124525 loss_giou_dn: 0.469317 loss_class_aux_dn: 2.120966 loss_bbox_aux_dn: 0.746840 loss_giou_aux_dn: 2.638626 loss: 17.763675 eta: 36 days, 10:16:19 batch_cost: 0.8696 data_cost: 0.0017 ips: 9.2000 images/s [07/23 10:54:21] ppdet.engine INFO: Epoch: [6] [ 7100/54024] learning_rate: 0.000100 loss_class: 0.702195 loss_bbox: 0.111987 loss_giou: 0.484336 loss_class_aux: 4.433686 loss_bbox_aux: 0.717957 loss_giou_aux: 3.072786 loss_class_dn: 0.344656 loss_bbox_dn: 0.111290 loss_giou_dn: 0.383231 loss_class_aux_dn: 1.846440 loss_bbox_aux_dn: 0.668016 loss_giou_aux_dn: 2.159991 loss: 15.070839 eta: 36 days, 10:14:38 batch_cost: 0.8787 data_cost: 0.0010 ips: 9.1039 images/s [07/23 10:55:55] ppdet.engine INFO: Epoch: [6] [ 7200/54024] learning_rate: 0.000100 loss_class: 0.675952 loss_bbox: 0.118810 loss_giou: 0.548348 loss_class_aux: 4.220925 loss_bbox_aux: 0.779924 loss_giou_aux: 3.356363 loss_class_dn: 0.347442 loss_bbox_dn: 0.105998 loss_giou_dn: 0.404717 loss_class_aux_dn: 1.901171 loss_bbox_aux_dn: 0.632615 loss_giou_aux_dn: 2.311320 loss: 15.962896 eta: 36 days, 10:13:02 batch_cost: 0.8808 data_cost: 0.0235 ips: 9.0827 images/s [07/23 10:57:39] ppdet.engine INFO: Epoch: [6] [ 7300/54024] learning_rate: 0.000100 loss_class: 0.733156 loss_bbox: 0.123481 loss_giou: 0.504890 loss_class_aux: 4.594920 loss_bbox_aux: 0.807775 loss_giou_aux: 3.178810 loss_class_dn: 0.342764 loss_bbox_dn: 0.114099 loss_giou_dn: 0.394095 loss_class_aux_dn: 1.870583 loss_bbox_aux_dn: 0.702149 loss_giou_aux_dn: 2.244475 loss: 15.412190 eta: 36 days, 10:15:23 batch_cost: 0.9933 data_cost: 0.0017 ips: 8.0538 images/s [07/23 10:59:10] ppdet.engine INFO: Epoch: [6] [ 7400/54024] learning_rate: 0.000100 loss_class: 0.695812 loss_bbox: 0.122074 loss_giou: 0.569910 loss_class_aux: 4.283749 loss_bbox_aux: 0.791457 loss_giou_aux: 3.523841 loss_class_dn: 0.360869 loss_bbox_dn: 0.113627 loss_giou_dn: 0.437697 loss_class_aux_dn: 1.935977 loss_bbox_aux_dn: 0.690715 loss_giou_aux_dn: 2.463841 loss: 16.132691 eta: 36 days, 10:13:16 batch_cost: 0.8662 data_cost: 0.0010 ips: 9.2361 images/s [07/23 11:00:53] ppdet.engine INFO: Epoch: [6] [ 7500/54024] learning_rate: 0.000100 loss_class: 0.669647 loss_bbox: 0.112035 loss_giou: 0.471191 loss_class_aux: 4.208426 loss_bbox_aux: 0.719623 loss_giou_aux: 2.938344 loss_class_dn: 0.337680 loss_bbox_dn: 0.118791 loss_giou_dn: 0.376637 loss_class_aux_dn: 1.807606 loss_bbox_aux_dn: 0.706538 loss_giou_aux_dn: 2.120503 loss: 14.801597 eta: 36 days, 10:15:19 batch_cost: 0.9853 data_cost: 0.1585 ips: 8.1197 images/s [07/23 11:02:26] ppdet.engine INFO: Epoch: [6] [ 7600/54024] learning_rate: 0.000100 loss_class: 0.702470 loss_bbox: 0.110148 loss_giou: 0.523486 loss_class_aux: 4.297161 loss_bbox_aux: 0.717013 loss_giou_aux: 3.270981 loss_class_dn: 0.351770 loss_bbox_dn: 0.098858 loss_giou_dn: 0.397744 loss_class_aux_dn: 1.912004 loss_bbox_aux_dn: 0.606633 loss_giou_aux_dn: 2.244599 loss: 15.022219 eta: 36 days, 10:13:48 batch_cost: 0.8835 data_cost: 0.0009 ips: 9.0546 images/s [07/23 11:04:01] ppdet.engine INFO: Epoch: [6] [ 7700/54024] learning_rate: 0.000100 loss_class: 0.697694 loss_bbox: 0.122296 loss_giou: 0.551568 loss_class_aux: 4.316036 loss_bbox_aux: 0.777871 loss_giou_aux: 3.460570 loss_class_dn: 0.369681 loss_bbox_dn: 0.114067 loss_giou_dn: 0.418016 loss_class_aux_dn: 1.987147 loss_bbox_aux_dn: 0.697378 loss_giou_aux_dn: 2.366433 loss: 15.876165 eta: 36 days, 10:12:34 batch_cost: 0.8916 data_cost: 0.0244 ips: 8.9731 images/s [07/23 11:05:34] ppdet.engine INFO: Epoch: [6] [ 7800/54024] learning_rate: 0.000100 loss_class: 0.682373 loss_bbox: 0.120050 loss_giou: 0.504134 loss_class_aux: 4.270438 loss_bbox_aux: 0.756465 loss_giou_aux: 3.150432 loss_class_dn: 0.351028 loss_bbox_dn: 0.109992 loss_giou_dn: 0.391136 loss_class_aux_dn: 1.885096 loss_bbox_aux_dn: 0.658011 loss_giou_aux_dn: 2.217820 loss: 15.600021 eta: 36 days, 10:10:58 batch_cost: 0.8808 data_cost: 0.0009 ips: 9.0822 images/s [07/23 11:07:09] ppdet.engine INFO: Epoch: [6] [ 7900/54024] learning_rate: 0.000100 loss_class: 0.702460 loss_bbox: 0.116095 loss_giou: 0.544588 loss_class_aux: 4.426293 loss_bbox_aux: 0.758216 loss_giou_aux: 3.410330 loss_class_dn: 0.359634 loss_bbox_dn: 0.104718 loss_giou_dn: 0.417648 loss_class_aux_dn: 1.976127 loss_bbox_aux_dn: 0.642821 loss_giou_aux_dn: 2.338434 loss: 15.843904 eta: 36 days, 10:10:11 batch_cost: 0.9042 data_cost: 0.0017 ips: 8.8476 images/s [07/23 11:08:49] ppdet.engine INFO: Epoch: [6] [ 8000/54024] learning_rate: 0.000100 loss_class: 0.717574 loss_bbox: 0.120210 loss_giou: 0.530428 loss_class_aux: 4.438869 loss_bbox_aux: 0.809952 loss_giou_aux: 3.315613 loss_class_dn: 0.359681 loss_bbox_dn: 0.111911 loss_giou_dn: 0.401022 loss_class_aux_dn: 1.956456 loss_bbox_aux_dn: 0.674972 loss_giou_aux_dn: 2.294921 loss: 16.270957 eta: 36 days, 10:10:57 batch_cost: 0.9489 data_cost: 0.0009 ips: 8.4305 images/s [07/23 11:10:15] ppdet.engine INFO: Epoch: [6] [ 8100/54024] learning_rate: 0.000100 loss_class: 0.706915 loss_bbox: 0.119011 loss_giou: 0.536741 loss_class_aux: 4.370524 loss_bbox_aux: 0.796724 loss_giou_aux: 3.304536 loss_class_dn: 0.356060 loss_bbox_dn: 0.118906 loss_giou_dn: 0.410491 loss_class_aux_dn: 1.899434 loss_bbox_aux_dn: 0.720138 loss_giou_aux_dn: 2.322716 loss: 16.001857 eta: 36 days, 10:07:01 batch_cost: 0.8142 data_cost: 0.0014 ips: 9.8255 images/s [07/23 11:11:40] ppdet.engine INFO: Epoch: [6] [ 8200/54024] learning_rate: 0.000100 loss_class: 0.702982 loss_bbox: 0.113616 loss_giou: 0.497086 loss_class_aux: 4.435619 loss_bbox_aux: 0.742403 loss_giou_aux: 3.168949 loss_class_dn: 0.345519 loss_bbox_dn: 0.112125 loss_giou_dn: 0.388763 loss_class_aux_dn: 1.861064 loss_bbox_aux_dn: 0.681913 loss_giou_aux_dn: 2.206418 loss: 15.351882 eta: 36 days, 10:02:44 batch_cost: 0.8039 data_cost: 0.0235 ips: 9.9515 images/s [07/23 11:13:29] ppdet.engine INFO: Epoch: [6] [ 8300/54024] learning_rate: 0.000100 loss_class: 0.703432 loss_bbox: 0.114814 loss_giou: 0.510015 loss_class_aux: 4.354984 loss_bbox_aux: 0.754828 loss_giou_aux: 3.186015 loss_class_dn: 0.345102 loss_bbox_dn: 0.107468 loss_giou_dn: 0.397872 loss_class_aux_dn: 1.854018 loss_bbox_aux_dn: 0.669075 loss_giou_aux_dn: 2.239533 loss: 15.474878 eta: 36 days, 10:06:36 batch_cost: 1.0376 data_cost: 0.0917 ips: 7.7098 images/s [07/23 11:15:02] ppdet.engine INFO: Epoch: [6] [ 8400/54024] learning_rate: 0.000100 loss_class: 0.661375 loss_bbox: 0.114633 loss_giou: 0.499532 loss_class_aux: 4.161636 loss_bbox_aux: 0.757573 loss_giou_aux: 3.074255 loss_class_dn: 0.321787 loss_bbox_dn: 0.108184 loss_giou_dn: 0.381094 loss_class_aux_dn: 1.731432 loss_bbox_aux_dn: 0.683680 loss_giou_aux_dn: 2.144065 loss: 14.612075 eta: 36 days, 10:04:45 batch_cost: 0.8740 data_cost: 0.0247 ips: 9.1538 images/s [07/23 11:16:35] ppdet.engine INFO: Epoch: [6] [ 8500/54024] learning_rate: 0.000100 loss_class: 0.698230 loss_bbox: 0.121628 loss_giou: 0.515798 loss_class_aux: 4.432534 loss_bbox_aux: 0.770972 loss_giou_aux: 3.236557 loss_class_dn: 0.362356 loss_bbox_dn: 0.115630 loss_giou_dn: 0.415899 loss_class_aux_dn: 1.964882 loss_bbox_aux_dn: 0.694140 loss_giou_aux_dn: 2.358763 loss: 16.152366 eta: 36 days, 10:03:30 batch_cost: 0.8911 data_cost: 0.0010 ips: 8.9773 images/s [07/23 11:18:14] ppdet.engine INFO: Epoch: [6] [ 8600/54024] learning_rate: 0.000100 loss_class: 0.743908 loss_bbox: 0.124664 loss_giou: 0.544736 loss_class_aux: 4.654233 loss_bbox_aux: 0.796123 loss_giou_aux: 3.463636 loss_class_dn: 0.369040 loss_bbox_dn: 0.122209 loss_giou_dn: 0.443168 loss_class_aux_dn: 1.983416 loss_bbox_aux_dn: 0.717868 loss_giou_aux_dn: 2.497315 loss: 16.632523 eta: 36 days, 10:03:51 batch_cost: 0.9369 data_cost: 0.0073 ips: 8.5388 images/s [07/23 11:19:46] ppdet.engine INFO: Epoch: [6] [ 8700/54024] learning_rate: 0.000100 loss_class: 0.739422 loss_bbox: 0.119719 loss_giou: 0.472580 loss_class_aux: 4.560865 loss_bbox_aux: 0.761788 loss_giou_aux: 2.986797 loss_class_dn: 0.368493 loss_bbox_dn: 0.115664 loss_giou_dn: 0.387052 loss_class_aux_dn: 1.977959 loss_bbox_aux_dn: 0.708000 loss_giou_aux_dn: 2.209681 loss: 15.845390 eta: 36 days, 10:01:54 batch_cost: 0.8710 data_cost: 0.0010 ips: 9.1845 images/s [07/23 11:21:36] ppdet.engine INFO: Epoch: [6] [ 8800/54024] learning_rate: 0.000100 loss_class: 0.748008 loss_bbox: 0.119218 loss_giou: 0.574039 loss_class_aux: 4.599461 loss_bbox_aux: 0.786984 loss_giou_aux: 3.644136 loss_class_dn: 0.381265 loss_bbox_dn: 0.113597 loss_giou_dn: 0.432967 loss_class_aux_dn: 2.047923 loss_bbox_aux_dn: 0.689201 loss_giou_aux_dn: 2.510943 loss: 17.097384 eta: 36 days, 10:06:02 batch_cost: 1.0462 data_cost: 0.0017 ips: 7.6467 images/s [07/23 11:23:19] ppdet.engine INFO: Epoch: [6] [ 8900/54024] learning_rate: 0.000100 loss_class: 0.655577 loss_bbox: 0.116727 loss_giou: 0.553647 loss_class_aux: 4.060871 loss_bbox_aux: 0.756368 loss_giou_aux: 3.465600 loss_class_dn: 0.341532 loss_bbox_dn: 0.110331 loss_giou_dn: 0.420783 loss_class_aux_dn: 1.809117 loss_bbox_aux_dn: 0.664274 loss_giou_aux_dn: 2.383083 loss: 15.345973 eta: 36 days, 10:07:55 batch_cost: 0.9818 data_cost: 0.0010 ips: 8.1481 images/s [07/23 11:24:51] ppdet.engine INFO: Epoch: [6] [ 9000/54024] learning_rate: 0.000100 loss_class: 0.728129 loss_bbox: 0.121146 loss_giou: 0.487015 loss_class_aux: 4.528079 loss_bbox_aux: 0.768920 loss_giou_aux: 3.032190 loss_class_dn: 0.351723 loss_bbox_dn: 0.111120 loss_giou_dn: 0.393961 loss_class_aux_dn: 1.886118 loss_bbox_aux_dn: 0.681426 loss_giou_aux_dn: 2.223287 loss: 15.873058 eta: 36 days, 10:06:09 batch_cost: 0.8763 data_cost: 0.0010 ips: 9.1291 images/s [07/23 11:26:38] ppdet.engine INFO: Epoch: [6] [ 9100/54024] learning_rate: 0.000100 loss_class: 0.719772 loss_bbox: 0.120255 loss_giou: 0.514996 loss_class_aux: 4.410706 loss_bbox_aux: 0.790485 loss_giou_aux: 3.198396 loss_class_dn: 0.378062 loss_bbox_dn: 0.120679 loss_giou_dn: 0.403700 loss_class_aux_dn: 1.995108 loss_bbox_aux_dn: 0.713751 loss_giou_aux_dn: 2.299405 loss: 16.770017 eta: 36 days, 10:09:13 batch_cost: 1.0158 data_cost: 0.0010 ips: 7.8756 images/s [07/23 11:28:19] ppdet.engine INFO: Epoch: [6] [ 9200/54024] learning_rate: 0.000100 loss_class: 0.703271 loss_bbox: 0.123478 loss_giou: 0.546453 loss_class_aux: 4.312751 loss_bbox_aux: 0.796927 loss_giou_aux: 3.430424 loss_class_dn: 0.353498 loss_bbox_dn: 0.116747 loss_giou_dn: 0.427994 loss_class_aux_dn: 1.911280 loss_bbox_aux_dn: 0.702451 loss_giou_aux_dn: 2.421227 loss: 15.972727 eta: 36 days, 10:10:27 batch_cost: 0.9632 data_cost: 0.0021 ips: 8.3052 images/s [07/23 11:30:09] ppdet.engine INFO: Epoch: [6] [ 9300/54024] learning_rate: 0.000100 loss_class: 0.706444 loss_bbox: 0.118329 loss_giou: 0.482528 loss_class_aux: 4.385659 loss_bbox_aux: 0.759437 loss_giou_aux: 3.040458 loss_class_dn: 0.366310 loss_bbox_dn: 0.114789 loss_giou_dn: 0.403269 loss_class_aux_dn: 1.951753 loss_bbox_aux_dn: 0.701173 loss_giou_aux_dn: 2.271073 loss: 15.781724 eta: 36 days, 10:14:47 batch_cost: 1.0528 data_cost: 0.0019 ips: 7.5990 images/s [07/23 11:31:51] ppdet.engine INFO: Epoch: [6] [ 9400/54024] learning_rate: 0.000100 loss_class: 0.712493 loss_bbox: 0.114387 loss_giou: 0.455937 loss_class_aux: 4.442563 loss_bbox_aux: 0.765760 loss_giou_aux: 2.914551 loss_class_dn: 0.345484 loss_bbox_dn: 0.120122 loss_giou_dn: 0.370689 loss_class_aux_dn: 1.874498 loss_bbox_aux_dn: 0.739158 loss_giou_aux_dn: 2.146704 loss: 15.344339 eta: 36 days, 10:16:31 batch_cost: 0.9776 data_cost: 0.1229 ips: 8.1830 images/s [07/23 11:33:38] ppdet.engine INFO: Epoch: [6] [ 9500/54024] learning_rate: 0.000100 loss_class: 0.701552 loss_bbox: 0.114508 loss_giou: 0.468077 loss_class_aux: 4.451469 loss_bbox_aux: 0.739189 loss_giou_aux: 2.932002 loss_class_dn: 0.347288 loss_bbox_dn: 0.114895 loss_giou_dn: 0.381112 loss_class_aux_dn: 1.892990 loss_bbox_aux_dn: 0.704959 loss_giou_aux_dn: 2.150796 loss: 14.764573 eta: 36 days, 10:19:38 batch_cost: 1.0182 data_cost: 0.0014 ips: 7.8568 images/s [07/23 11:35:13] ppdet.engine INFO: Epoch: [6] [ 9600/54024] learning_rate: 0.000100 loss_class: 0.758883 loss_bbox: 0.119518 loss_giou: 0.497675 loss_class_aux: 4.594368 loss_bbox_aux: 0.781211 loss_giou_aux: 3.158993 loss_class_dn: 0.367210 loss_bbox_dn: 0.116328 loss_giou_dn: 0.398018 loss_class_aux_dn: 2.016956 loss_bbox_aux_dn: 0.709893 loss_giou_aux_dn: 2.254583 loss: 16.124173 eta: 36 days, 10:18:25 batch_cost: 0.8928 data_cost: 0.0010 ips: 8.9609 images/s [07/23 11:36:53] ppdet.engine INFO: Epoch: [6] [ 9700/54024] learning_rate: 0.000100 loss_class: 0.745512 loss_bbox: 0.112462 loss_giou: 0.543367 loss_class_aux: 4.554540 loss_bbox_aux: 0.749763 loss_giou_aux: 3.394687 loss_class_dn: 0.357016 loss_bbox_dn: 0.115535 loss_giou_dn: 0.416514 loss_class_aux_dn: 1.947160 loss_bbox_aux_dn: 0.711604 loss_giou_aux_dn: 2.324037 loss: 15.885595 eta: 36 days, 10:19:09 batch_cost: 0.9489 data_cost: 0.0671 ips: 8.4311 images/s [07/23 11:38:26] ppdet.engine INFO: Epoch: [6] [ 9800/54024] learning_rate: 0.000100 loss_class: 0.685137 loss_bbox: 0.116185 loss_giou: 0.476059 loss_class_aux: 4.312786 loss_bbox_aux: 0.773680 loss_giou_aux: 2.916745 loss_class_dn: 0.344427 loss_bbox_dn: 0.116301 loss_giou_dn: 0.367568 loss_class_aux_dn: 1.863647 loss_bbox_aux_dn: 0.696763 loss_giou_aux_dn: 2.154051 loss: 14.629798 eta: 36 days, 10:17:44 batch_cost: 0.8870 data_cost: 0.0798 ips: 9.0192 images/s [07/23 11:39:57] ppdet.engine INFO: Epoch: [6] [ 9900/54024] learning_rate: 0.000100 loss_class: 0.674836 loss_bbox: 0.117556 loss_giou: 0.489221 loss_class_aux: 4.301823 loss_bbox_aux: 0.757788 loss_giou_aux: 3.079297 loss_class_dn: 0.351410 loss_bbox_dn: 0.110705 loss_giou_dn: 0.391475 loss_class_aux_dn: 1.878564 loss_bbox_aux_dn: 0.678494 loss_giou_aux_dn: 2.235178 loss: 15.462937 eta: 36 days, 10:15:22 batch_cost: 0.8592 data_cost: 0.0010 ips: 9.3114 images/s [07/23 11:41:39] ppdet.engine INFO: Epoch: [6] [10000/54024] learning_rate: 0.000100 loss_class: 0.712187 loss_bbox: 0.120332 loss_giou: 0.497090 loss_class_aux: 4.446668 loss_bbox_aux: 0.776663 loss_giou_aux: 3.153839 loss_class_dn: 0.354248 loss_bbox_dn: 0.111904 loss_giou_dn: 0.385541 loss_class_aux_dn: 1.935035 loss_bbox_aux_dn: 0.699220 loss_giou_aux_dn: 2.198207 loss: 15.432927 eta: 36 days, 10:16:46 batch_cost: 0.9685 data_cost: 0.0010 ips: 8.2602 images/s [07/23 11:43:18] ppdet.engine INFO: Epoch: [6] [10100/54024] learning_rate: 0.000100 loss_class: 0.715586 loss_bbox: 0.115998 loss_giou: 0.526341 loss_class_aux: 4.464491 loss_bbox_aux: 0.724844 loss_giou_aux: 3.245259 loss_class_dn: 0.359415 loss_bbox_dn: 0.102875 loss_giou_dn: 0.410938 loss_class_aux_dn: 1.945774 loss_bbox_aux_dn: 0.626445 loss_giou_aux_dn: 2.299622 loss: 16.044925 eta: 36 days, 10:16:59 batch_cost: 0.9343 data_cost: 0.0010 ips: 8.5623 images/s [07/23 11:44:52] ppdet.engine INFO: Epoch: [6] [10200/54024] learning_rate: 0.000100 loss_class: 0.721572 loss_bbox: 0.117177 loss_giou: 0.484464 loss_class_aux: 4.518535 loss_bbox_aux: 0.756382 loss_giou_aux: 3.085231 loss_class_dn: 0.348326 loss_bbox_dn: 0.118665 loss_giou_dn: 0.412826 loss_class_aux_dn: 1.878386 loss_bbox_aux_dn: 0.697127 loss_giou_aux_dn: 2.316581 loss: 15.656629 eta: 36 days, 10:15:41 batch_cost: 0.8906 data_cost: 0.0010 ips: 8.9823 images/s [07/23 11:46:19] ppdet.engine INFO: Epoch: [6] [10300/54024] learning_rate: 0.000100 loss_class: 0.682503 loss_bbox: 0.105715 loss_giou: 0.508458 loss_class_aux: 4.292985 loss_bbox_aux: 0.703808 loss_giou_aux: 3.182354 loss_class_dn: 0.340926 loss_bbox_dn: 0.101331 loss_giou_dn: 0.385017 loss_class_aux_dn: 1.850909 loss_bbox_aux_dn: 0.620452 loss_giou_aux_dn: 2.180283 loss: 15.095890 eta: 36 days, 10:12:09 batch_cost: 0.8254 data_cost: 0.0048 ips: 9.6923 images/s [07/23 11:47:51] ppdet.engine INFO: Epoch: [6] [10400/54024] learning_rate: 0.000100 loss_class: 0.718087 loss_bbox: 0.112243 loss_giou: 0.507227 loss_class_aux: 4.471922 loss_bbox_aux: 0.760452 loss_giou_aux: 3.196841 loss_class_dn: 0.342496 loss_bbox_dn: 0.110178 loss_giou_dn: 0.390291 loss_class_aux_dn: 1.836551 loss_bbox_aux_dn: 0.640530 loss_giou_aux_dn: 2.247357 loss: 15.078969 eta: 36 days, 10:10:10 batch_cost: 0.8705 data_cost: 0.0018 ips: 9.1906 images/s [07/23 11:49:18] ppdet.engine INFO: Epoch: [6] [10500/54024] learning_rate: 0.000100 loss_class: 0.701229 loss_bbox: 0.122389 loss_giou: 0.488547 loss_class_aux: 4.285599 loss_bbox_aux: 0.789895 loss_giou_aux: 3.069309 loss_class_dn: 0.330097 loss_bbox_dn: 0.117801 loss_giou_dn: 0.375948 loss_class_aux_dn: 1.785761 loss_bbox_aux_dn: 0.708362 loss_giou_aux_dn: 2.131175 loss: 15.010159 eta: 36 days, 10:06:23 batch_cost: 0.8176 data_cost: 0.0141 ips: 9.7846 images/s [07/23 11:50:48] ppdet.engine INFO: Epoch: [6] [10600/54024] learning_rate: 0.000100 loss_class: 0.706861 loss_bbox: 0.115611 loss_giou: 0.518157 loss_class_aux: 4.383771 loss_bbox_aux: 0.774877 loss_giou_aux: 3.215172 loss_class_dn: 0.354263 loss_bbox_dn: 0.109956 loss_giou_dn: 0.409159 loss_class_aux_dn: 1.905597 loss_bbox_aux_dn: 0.662653 loss_giou_aux_dn: 2.313345 loss: 15.954510 eta: 36 days, 10:03:56 batch_cost: 0.8568 data_cost: 0.0010 ips: 9.3369 images/s [07/23 11:52:19] ppdet.engine INFO: Epoch: [6] [10700/54024] learning_rate: 0.000100 loss_class: 0.706158 loss_bbox: 0.110685 loss_giou: 0.476873 loss_class_aux: 4.402109 loss_bbox_aux: 0.731381 loss_giou_aux: 2.986142 loss_class_dn: 0.343692 loss_bbox_dn: 0.111614 loss_giou_dn: 0.370736 loss_class_aux_dn: 1.878715 loss_bbox_aux_dn: 0.667810 loss_giou_aux_dn: 2.105141 loss: 15.133625 eta: 36 days, 10:01:23 batch_cost: 0.8541 data_cost: 0.0010 ips: 9.3666 images/s [07/23 11:53:51] ppdet.engine INFO: Epoch: [6] [10800/54024] learning_rate: 0.000100 loss_class: 0.734162 loss_bbox: 0.125796 loss_giou: 0.571023 loss_class_aux: 4.564198 loss_bbox_aux: 0.814599 loss_giou_aux: 3.596807 loss_class_dn: 0.374186 loss_bbox_dn: 0.119898 loss_giou_dn: 0.450391 loss_class_aux_dn: 2.023035 loss_bbox_aux_dn: 0.756904 loss_giou_aux_dn: 2.537752 loss: 16.460378 eta: 36 days, 9:59:41 batch_cost: 0.8786 data_cost: 0.0612 ips: 9.1055 images/s [07/23 11:55:19] ppdet.engine INFO: Epoch: [6] [10900/54024] learning_rate: 0.000100 loss_class: 0.756265 loss_bbox: 0.119218 loss_giou: 0.590211 loss_class_aux: 4.695880 loss_bbox_aux: 0.786164 loss_giou_aux: 3.634990 loss_class_dn: 0.382890 loss_bbox_dn: 0.116434 loss_giou_dn: 0.462186 loss_class_aux_dn: 2.062999 loss_bbox_aux_dn: 0.702168 loss_giou_aux_dn: 2.620475 loss: 17.212599 eta: 36 days, 9:56:20 batch_cost: 0.8302 data_cost: 0.0010 ips: 9.6368 images/s [07/23 11:56:57] ppdet.engine INFO: Epoch: [6] [11000/54024] learning_rate: 0.000100 loss_class: 0.698048 loss_bbox: 0.117993 loss_giou: 0.528290 loss_class_aux: 4.349272 loss_bbox_aux: 0.751647 loss_giou_aux: 3.289903 loss_class_dn: 0.360803 loss_bbox_dn: 0.110920 loss_giou_dn: 0.414701 loss_class_aux_dn: 1.927829 loss_bbox_aux_dn: 0.671562 loss_giou_aux_dn: 2.338261 loss: 15.830034 eta: 36 days, 9:56:18 batch_cost: 0.9272 data_cost: 0.0415 ips: 8.6279 images/s [07/23 11:58:25] ppdet.engine INFO: Epoch: [6] [11100/54024] learning_rate: 0.000100 loss_class: 0.710983 loss_bbox: 0.113531 loss_giou: 0.509565 loss_class_aux: 4.489464 loss_bbox_aux: 0.764065 loss_giou_aux: 3.255182 loss_class_dn: 0.362735 loss_bbox_dn: 0.109139 loss_giou_dn: 0.387131 loss_class_aux_dn: 1.937934 loss_bbox_aux_dn: 0.677136 loss_giou_aux_dn: 2.197649 loss: 15.953708 eta: 36 days, 9:53:06 batch_cost: 0.8347 data_cost: 0.0048 ips: 9.5838 images/s [07/23 12:00:04] ppdet.engine INFO: Epoch: [6] [11200/54024] learning_rate: 0.000100 loss_class: 0.683441 loss_bbox: 0.111501 loss_giou: 0.481295 loss_class_aux: 4.171164 loss_bbox_aux: 0.741721 loss_giou_aux: 3.043864 loss_class_dn: 0.332644 loss_bbox_dn: 0.111983 loss_giou_dn: 0.398698 loss_class_aux_dn: 1.789242 loss_bbox_aux_dn: 0.681210 loss_giou_aux_dn: 2.214707 loss: 14.587037 eta: 36 days, 9:53:27 batch_cost: 0.9384 data_cost: 0.0010 ips: 8.5249 images/s [07/23 12:01:39] ppdet.engine INFO: Epoch: [6] [11300/54024] learning_rate: 0.000100 loss_class: 0.703328 loss_bbox: 0.112585 loss_giou: 0.552100 loss_class_aux: 4.307192 loss_bbox_aux: 0.730514 loss_giou_aux: 3.448385 loss_class_dn: 0.370068 loss_bbox_dn: 0.104555 loss_giou_dn: 0.407400 loss_class_aux_dn: 1.997754 loss_bbox_aux_dn: 0.612842 loss_giou_aux_dn: 2.340642 loss: 15.902439 eta: 36 days, 9:52:39 batch_cost: 0.9050 data_cost: 0.0010 ips: 8.8399 images/s [07/23 12:03:09] ppdet.engine INFO: Epoch: [6] [11400/54024] learning_rate: 0.000100 loss_class: 0.748178 loss_bbox: 0.127572 loss_giou: 0.589394 loss_class_aux: 4.710294 loss_bbox_aux: 0.838122 loss_giou_aux: 3.691209 loss_class_dn: 0.386883 loss_bbox_dn: 0.120939 loss_giou_dn: 0.467997 loss_class_aux_dn: 2.070299 loss_bbox_aux_dn: 0.740533 loss_giou_aux_dn: 2.651771 loss: 17.576601 eta: 36 days, 9:50:02 batch_cost: 0.8515 data_cost: 0.0368 ips: 9.3948 images/s [07/23 12:04:55] ppdet.engine INFO: Epoch: [6] [11500/54024] learning_rate: 0.000100 loss_class: 0.706419 loss_bbox: 0.110142 loss_giou: 0.531094 loss_class_aux: 4.390095 loss_bbox_aux: 0.725107 loss_giou_aux: 3.318968 loss_class_dn: 0.344922 loss_bbox_dn: 0.098748 loss_giou_dn: 0.405038 loss_class_aux_dn: 1.902707 loss_bbox_aux_dn: 0.604140 loss_giou_aux_dn: 2.289111 loss: 15.564163 eta: 36 days, 9:52:42 batch_cost: 1.0063 data_cost: 0.1715 ips: 7.9501 images/s [07/23 12:06:35] ppdet.engine INFO: Epoch: [6] [11600/54024] learning_rate: 0.000100 loss_class: 0.734041 loss_bbox: 0.126510 loss_giou: 0.503719 loss_class_aux: 4.563254 loss_bbox_aux: 0.834103 loss_giou_aux: 3.166167 loss_class_dn: 0.360853 loss_bbox_dn: 0.118557 loss_giou_dn: 0.403715 loss_class_aux_dn: 1.955239 loss_bbox_aux_dn: 0.726069 loss_giou_aux_dn: 2.294991 loss: 16.428160 eta: 36 days, 9:53:36 batch_cost: 0.9548 data_cost: 0.0021 ips: 8.3783 images/s [07/23 12:07:58] ppdet.engine INFO: Epoch: [6] [11700/54024] learning_rate: 0.000100 loss_class: 0.747067 loss_bbox: 0.124836 loss_giou: 0.558668 loss_class_aux: 4.599022 loss_bbox_aux: 0.803485 loss_giou_aux: 3.481897 loss_class_dn: 0.374741 loss_bbox_dn: 0.105585 loss_giou_dn: 0.433624 loss_class_aux_dn: 2.031632 loss_bbox_aux_dn: 0.636871 loss_giou_aux_dn: 2.403768 loss: 16.877181 eta: 36 days, 9:48:33 batch_cost: 0.7806 data_cost: 0.0010 ips: 10.2490 images/s [07/23 12:09:44] ppdet.engine INFO: Epoch: [6] [11800/54024] learning_rate: 0.000100 loss_class: 0.729143 loss_bbox: 0.118877 loss_giou: 0.504935 loss_class_aux: 4.506481 loss_bbox_aux: 0.772941 loss_giou_aux: 3.149486 loss_class_dn: 0.362763 loss_bbox_dn: 0.111992 loss_giou_dn: 0.404732 loss_class_aux_dn: 1.943560 loss_bbox_aux_dn: 0.680839 loss_giou_aux_dn: 2.250232 loss: 15.870114 eta: 36 days, 9:51:37 batch_cost: 1.0186 data_cost: 0.0010 ips: 7.8540 images/s [07/23 12:11:30] ppdet.engine INFO: Epoch: [6] [11900/54024] learning_rate: 0.000100 loss_class: 0.729414 loss_bbox: 0.116079 loss_giou: 0.507145 loss_class_aux: 4.518404 loss_bbox_aux: 0.761157 loss_giou_aux: 3.178540 loss_class_dn: 0.364298 loss_bbox_dn: 0.116365 loss_giou_dn: 0.394295 loss_class_aux_dn: 1.955240 loss_bbox_aux_dn: 0.703316 loss_giou_aux_dn: 2.250020 loss: 15.792658 eta: 36 days, 9:53:59 batch_cost: 0.9980 data_cost: 0.0434 ips: 8.0161 images/s [07/23 12:13:05] ppdet.engine INFO: Epoch: [6] [12000/54024] learning_rate: 0.000100 loss_class: 0.686150 loss_bbox: 0.108070 loss_giou: 0.524523 loss_class_aux: 4.272637 loss_bbox_aux: 0.720846 loss_giou_aux: 3.309865 loss_class_dn: 0.342877 loss_bbox_dn: 0.105067 loss_giou_dn: 0.402017 loss_class_aux_dn: 1.869122 loss_bbox_aux_dn: 0.649516 loss_giou_aux_dn: 2.289305 loss: 15.521601 eta: 36 days, 9:53:15 batch_cost: 0.9071 data_cost: 0.0737 ips: 8.8193 images/s [07/23 12:14:41] ppdet.engine INFO: Epoch: [6] [12100/54024] learning_rate: 0.000100 loss_class: 0.710460 loss_bbox: 0.114982 loss_giou: 0.563565 loss_class_aux: 4.469445 loss_bbox_aux: 0.765932 loss_giou_aux: 3.522426 loss_class_dn: 0.367080 loss_bbox_dn: 0.106802 loss_giou_dn: 0.428634 loss_class_aux_dn: 1.979309 loss_bbox_aux_dn: 0.667368 loss_giou_aux_dn: 2.388350 loss: 16.180586 eta: 36 days, 9:52:59 batch_cost: 0.9208 data_cost: 0.0010 ips: 8.6881 images/s [07/23 12:16:41] ppdet.engine INFO: Epoch: [6] [12200/54024] learning_rate: 0.000100 loss_class: 0.680147 loss_bbox: 0.124818 loss_giou: 0.531962 loss_class_aux: 4.300451 loss_bbox_aux: 0.814637 loss_giou_aux: 3.337802 loss_class_dn: 0.353329 loss_bbox_dn: 0.122635 loss_giou_dn: 0.435055 loss_class_aux_dn: 1.877937 loss_bbox_aux_dn: 0.733118 loss_giou_aux_dn: 2.409568 loss: 16.157485 eta: 36 days, 10:00:27 batch_cost: 1.1485 data_cost: 0.1715 ips: 6.9655 images/s [07/23 12:18:10] ppdet.engine INFO: Epoch: [6] [12300/54024] learning_rate: 0.000100 loss_class: 0.688254 loss_bbox: 0.115681 loss_giou: 0.470226 loss_class_aux: 4.248413 loss_bbox_aux: 0.757849 loss_giou_aux: 2.956033 loss_class_dn: 0.343223 loss_bbox_dn: 0.114480 loss_giou_dn: 0.380092 loss_class_aux_dn: 1.846096 loss_bbox_aux_dn: 0.694520 loss_giou_aux_dn: 2.148058 loss: 14.627165 eta: 36 days, 9:57:40 batch_cost: 0.8470 data_cost: 0.0011 ips: 9.4453 images/s [07/23 12:19:44] ppdet.engine INFO: Epoch: [6] [12400/54024] learning_rate: 0.000100 loss_class: 0.759491 loss_bbox: 0.128756 loss_giou: 0.577968 loss_class_aux: 4.691466 loss_bbox_aux: 0.848484 loss_giou_aux: 3.632745 loss_class_dn: 0.383876 loss_bbox_dn: 0.115237 loss_giou_dn: 0.444662 loss_class_aux_dn: 2.038982 loss_bbox_aux_dn: 0.714198 loss_giou_aux_dn: 2.515723 loss: 17.252385 eta: 36 days, 9:56:08 batch_cost: 0.8837 data_cost: 0.0010 ips: 9.0531 images/s [07/23 12:21:11] ppdet.engine INFO: Epoch: [6] [12500/54024] learning_rate: 0.000100 loss_class: 0.744558 loss_bbox: 0.115652 loss_giou: 0.508026 loss_class_aux: 4.613725 loss_bbox_aux: 0.748890 loss_giou_aux: 3.187481 loss_class_dn: 0.358811 loss_bbox_dn: 0.105649 loss_giou_dn: 0.407040 loss_class_aux_dn: 1.901558 loss_bbox_aux_dn: 0.671131 loss_giou_aux_dn: 2.283887 loss: 15.481929 eta: 36 days, 9:52:39 batch_cost: 0.8262 data_cost: 0.0010 ips: 9.6831 images/s [07/23 12:22:46] ppdet.engine INFO: Epoch: [6] [12600/54024] learning_rate: 0.000100 loss_class: 0.678190 loss_bbox: 0.118311 loss_giou: 0.523178 loss_class_aux: 4.230348 loss_bbox_aux: 0.791481 loss_giou_aux: 3.228726 loss_class_dn: 0.358359 loss_bbox_dn: 0.112129 loss_giou_dn: 0.394594 loss_class_aux_dn: 1.923113 loss_bbox_aux_dn: 0.678626 loss_giou_aux_dn: 2.238321 loss: 15.576881 eta: 36 days, 9:51:19 batch_cost: 0.8898 data_cost: 0.0013 ips: 8.9912 images/s [07/23 12:24:24] ppdet.engine INFO: Epoch: [6] [12700/54024] learning_rate: 0.000100 loss_class: 0.673723 loss_bbox: 0.121111 loss_giou: 0.510622 loss_class_aux: 4.199454 loss_bbox_aux: 0.778748 loss_giou_aux: 3.221778 loss_class_dn: 0.341616 loss_bbox_dn: 0.108084 loss_giou_dn: 0.393138 loss_class_aux_dn: 1.868785 loss_bbox_aux_dn: 0.670459 loss_giou_aux_dn: 2.234501 loss: 15.105720 eta: 36 days, 9:51:22 batch_cost: 0.9302 data_cost: 0.0010 ips: 8.6000 images/s [07/23 12:26:05] ppdet.engine INFO: Epoch: [6] [12800/54024] learning_rate: 0.000100 loss_class: 0.681235 loss_bbox: 0.117679 loss_giou: 0.500887 loss_class_aux: 4.283736 loss_bbox_aux: 0.774238 loss_giou_aux: 3.137737 loss_class_dn: 0.360442 loss_bbox_dn: 0.109997 loss_giou_dn: 0.384854 loss_class_aux_dn: 1.935628 loss_bbox_aux_dn: 0.686322 loss_giou_aux_dn: 2.237148 loss: 15.519485 eta: 36 days, 9:52:34 batch_cost: 0.9643 data_cost: 0.0067 ips: 8.2958 images/s [07/23 12:27:33] ppdet.engine INFO: Epoch: [6] [12900/54024] learning_rate: 0.000100 loss_class: 0.728659 loss_bbox: 0.113157 loss_giou: 0.521993 loss_class_aux: 4.462009 loss_bbox_aux: 0.759481 loss_giou_aux: 3.314494 loss_class_dn: 0.356840 loss_bbox_dn: 0.105556 loss_giou_dn: 0.403704 loss_class_aux_dn: 1.917475 loss_bbox_aux_dn: 0.633051 loss_giou_aux_dn: 2.325740 loss: 15.906651 eta: 36 days, 9:48:59 batch_cost: 0.8232 data_cost: 0.0010 ips: 9.7181 images/s [07/23 12:29:04] ppdet.engine INFO: Epoch: [6] [13000/54024] learning_rate: 0.000100 loss_class: 0.708372 loss_bbox: 0.114721 loss_giou: 0.481091 loss_class_aux: 4.382369 loss_bbox_aux: 0.769028 loss_giou_aux: 3.031139 loss_class_dn: 0.343948 loss_bbox_dn: 0.108617 loss_giou_dn: 0.386167 loss_class_aux_dn: 1.833450 loss_bbox_aux_dn: 0.675260 loss_giou_aux_dn: 2.221004 loss: 15.285702 eta: 36 days, 9:46:31 batch_cost: 0.8566 data_cost: 0.0010 ips: 9.3398 images/s [07/23 12:30:39] ppdet.engine INFO: Epoch: [6] [13100/54024] learning_rate: 0.000100 loss_class: 0.733124 loss_bbox: 0.114184 loss_giou: 0.532385 loss_class_aux: 4.447324 loss_bbox_aux: 0.770727 loss_giou_aux: 3.338803 loss_class_dn: 0.362035 loss_bbox_dn: 0.103947 loss_giou_dn: 0.417169 loss_class_aux_dn: 1.951572 loss_bbox_aux_dn: 0.650444 loss_giou_aux_dn: 2.324643 loss: 16.164863 eta: 36 days, 9:45:29 batch_cost: 0.8985 data_cost: 0.0111 ips: 8.9037 images/s [07/23 12:32:05] ppdet.engine INFO: Epoch: [6] [13200/54024] learning_rate: 0.000100 loss_class: 0.725934 loss_bbox: 0.116497 loss_giou: 0.496009 loss_class_aux: 4.469608 loss_bbox_aux: 0.760097 loss_giou_aux: 3.093306 loss_class_dn: 0.359063 loss_bbox_dn: 0.112185 loss_giou_dn: 0.389903 loss_class_aux_dn: 1.956083 loss_bbox_aux_dn: 0.675739 loss_giou_aux_dn: 2.227037 loss: 15.318729 eta: 36 days, 9:41:32 batch_cost: 0.8122 data_cost: 0.0010 ips: 9.8495 images/s [07/23 12:33:40] ppdet.engine INFO: Epoch: [6] [13300/54024] learning_rate: 0.000100 loss_class: 0.715015 loss_bbox: 0.108131 loss_giou: 0.484555 loss_class_aux: 4.479402 loss_bbox_aux: 0.715916 loss_giou_aux: 3.072802 loss_class_dn: 0.362455 loss_bbox_dn: 0.103537 loss_giou_dn: 0.397883 loss_class_aux_dn: 1.954246 loss_bbox_aux_dn: 0.644682 loss_giou_aux_dn: 2.277351 loss: 15.733508 eta: 36 days, 9:40:48 batch_cost: 0.9071 data_cost: 0.0010 ips: 8.8192 images/s [07/23 12:35:29] ppdet.engine INFO: Epoch: [6] [13400/54024] learning_rate: 0.000100 loss_class: 0.706952 loss_bbox: 0.116483 loss_giou: 0.502640 loss_class_aux: 4.445672 loss_bbox_aux: 0.766990 loss_giou_aux: 3.100644 loss_class_dn: 0.357709 loss_bbox_dn: 0.112904 loss_giou_dn: 0.397035 loss_class_aux_dn: 1.921469 loss_bbox_aux_dn: 0.687920 loss_giou_aux_dn: 2.281246 loss: 16.155192 eta: 36 days, 9:44:25 batch_cost: 1.0363 data_cost: 0.0017 ips: 7.7199 images/s [07/23 12:37:06] ppdet.engine INFO: Epoch: [6] [13500/54024] learning_rate: 0.000100 loss_class: 0.694618 loss_bbox: 0.113629 loss_giou: 0.458822 loss_class_aux: 4.406051 loss_bbox_aux: 0.737392 loss_giou_aux: 2.886706 loss_class_dn: 0.336367 loss_bbox_dn: 0.120904 loss_giou_dn: 0.371203 loss_class_aux_dn: 1.818080 loss_bbox_aux_dn: 0.749070 loss_giou_aux_dn: 2.128308 loss: 14.462325 eta: 36 days, 9:44:11 batch_cost: 0.9227 data_cost: 0.0016 ips: 8.6706 images/s [07/23 12:38:39] ppdet.engine INFO: Epoch: [6] [13600/54024] learning_rate: 0.000100 loss_class: 0.707924 loss_bbox: 0.117571 loss_giou: 0.485110 loss_class_aux: 4.384993 loss_bbox_aux: 0.785162 loss_giou_aux: 3.027475 loss_class_dn: 0.345562 loss_bbox_dn: 0.115716 loss_giou_dn: 0.387436 loss_class_aux_dn: 1.849013 loss_bbox_aux_dn: 0.700427 loss_giou_aux_dn: 2.186109 loss: 15.564017 eta: 36 days, 9:42:32 batch_cost: 0.8803 data_cost: 0.0010 ips: 9.0877 images/s [07/23 12:40:08] ppdet.engine INFO: Epoch: [6] [13700/54024] learning_rate: 0.000100 loss_class: 0.720134 loss_bbox: 0.112045 loss_giou: 0.506367 loss_class_aux: 4.452453 loss_bbox_aux: 0.739169 loss_giou_aux: 3.182832 loss_class_dn: 0.356630 loss_bbox_dn: 0.113735 loss_giou_dn: 0.406405 loss_class_aux_dn: 1.931891 loss_bbox_aux_dn: 0.686403 loss_giou_aux_dn: 2.329755 loss: 15.878086 eta: 36 days, 9:39:26 batch_cost: 0.8371 data_cost: 0.0010 ips: 9.5567 images/s [07/23 12:41:42] ppdet.engine INFO: Epoch: [6] [13800/54024] learning_rate: 0.000100 loss_class: 0.725793 loss_bbox: 0.118891 loss_giou: 0.516384 loss_class_aux: 4.566076 loss_bbox_aux: 0.739590 loss_giou_aux: 3.246571 loss_class_dn: 0.347271 loss_bbox_dn: 0.109872 loss_giou_dn: 0.398583 loss_class_aux_dn: 1.916504 loss_bbox_aux_dn: 0.696394 loss_giou_aux_dn: 2.272098 loss: 15.576396 eta: 36 days, 9:38:04 batch_cost: 0.8890 data_cost: 0.0010 ips: 8.9990 images/s [07/23 12:43:14] ppdet.engine INFO: Epoch: [6] [13900/54024] learning_rate: 0.000100 loss_class: 0.704899 loss_bbox: 0.116106 loss_giou: 0.490644 loss_class_aux: 4.484947 loss_bbox_aux: 0.763224 loss_giou_aux: 3.062198 loss_class_dn: 0.352937 loss_bbox_dn: 0.118522 loss_giou_dn: 0.383784 loss_class_aux_dn: 1.915206 loss_bbox_aux_dn: 0.738843 loss_giou_aux_dn: 2.207396 loss: 15.273058 eta: 36 days, 9:36:10 batch_cost: 0.8729 data_cost: 0.0168 ips: 9.1651 images/s [07/23 12:45:07] ppdet.engine INFO: Epoch: [6] [14000/54024] learning_rate: 0.000100 loss_class: 0.703023 loss_bbox: 0.112657 loss_giou: 0.540450 loss_class_aux: 4.364781 loss_bbox_aux: 0.727811 loss_giou_aux: 3.424712 loss_class_dn: 0.359354 loss_bbox_dn: 0.100693 loss_giou_dn: 0.421729 loss_class_aux_dn: 1.957350 loss_bbox_aux_dn: 0.634504 loss_giou_aux_dn: 2.374499 loss: 16.427440 eta: 36 days, 9:41:11 batch_cost: 1.0784 data_cost: 0.0013 ips: 7.4186 images/s [07/23 12:46:56] ppdet.engine INFO: Epoch: [6] [14100/54024] learning_rate: 0.000100 loss_class: 0.715479 loss_bbox: 0.106741 loss_giou: 0.538181 loss_class_aux: 4.359218 loss_bbox_aux: 0.706537 loss_giou_aux: 3.392518 loss_class_dn: 0.351632 loss_bbox_dn: 0.101599 loss_giou_dn: 0.434752 loss_class_aux_dn: 1.867269 loss_bbox_aux_dn: 0.629531 loss_giou_aux_dn: 2.448199 loss: 15.544983 eta: 36 days, 9:44:43 batch_cost: 1.0346 data_cost: 0.0010 ips: 7.7326 images/s [07/23 12:48:20] ppdet.engine INFO: Epoch: [6] [14200/54024] learning_rate: 0.000100 loss_class: 0.671744 loss_bbox: 0.113538 loss_giou: 0.431751 loss_class_aux: 4.322372 loss_bbox_aux: 0.730110 loss_giou_aux: 2.736696 loss_class_dn: 0.337229 loss_bbox_dn: 0.105464 loss_giou_dn: 0.357219 loss_class_aux_dn: 1.830968 loss_bbox_aux_dn: 0.662822 loss_giou_aux_dn: 2.041779 loss: 14.835907 eta: 36 days, 9:40:09 batch_cost: 0.7938 data_cost: 0.0013 ips: 10.0778 images/s [07/23 12:49:56] ppdet.engine INFO: Epoch: [6] [14300/54024] learning_rate: 0.000100 loss_class: 0.706068 loss_bbox: 0.114528 loss_giou: 0.508025 loss_class_aux: 4.421895 loss_bbox_aux: 0.733337 loss_giou_aux: 3.263616 loss_class_dn: 0.365017 loss_bbox_dn: 0.114546 loss_giou_dn: 0.402894 loss_class_aux_dn: 1.955918 loss_bbox_aux_dn: 0.684234 loss_giou_aux_dn: 2.282759 loss: 15.968877 eta: 36 days, 9:39:39 batch_cost: 0.9146 data_cost: 0.0132 ips: 8.7471 images/s [07/23 12:51:46] ppdet.engine INFO: Epoch: [6] [14400/54024] learning_rate: 0.000100 loss_class: 0.712065 loss_bbox: 0.113952 loss_giou: 0.491866 loss_class_aux: 4.473823 loss_bbox_aux: 0.745620 loss_giou_aux: 3.094698 loss_class_dn: 0.350062 loss_bbox_dn: 0.112295 loss_giou_dn: 0.387659 loss_class_aux_dn: 1.905536 loss_bbox_aux_dn: 0.712022 loss_giou_aux_dn: 2.211825 loss: 15.619352 eta: 36 days, 9:43:51 batch_cost: 1.0549 data_cost: 0.0631 ips: 7.5834 images/s [07/23 12:53:18] ppdet.engine INFO: Epoch: [6] [14500/54024] learning_rate: 0.000100 loss_class: 0.708152 loss_bbox: 0.126881 loss_giou: 0.569640 loss_class_aux: 4.395774 loss_bbox_aux: 0.818166 loss_giou_aux: 3.587003 loss_class_dn: 0.364107 loss_bbox_dn: 0.121284 loss_giou_dn: 0.431205 loss_class_aux_dn: 1.945775 loss_bbox_aux_dn: 0.727594 loss_giou_aux_dn: 2.400513 loss: 16.189398 eta: 36 days, 9:41:56 batch_cost: 0.8726 data_cost: 0.0010 ips: 9.1683 images/s [07/23 12:54:44] ppdet.engine INFO: Epoch: [6] [14600/54024] learning_rate: 0.000100 loss_class: 0.700245 loss_bbox: 0.118780 loss_giou: 0.533841 loss_class_aux: 4.365605 loss_bbox_aux: 0.760032 loss_giou_aux: 3.353681 loss_class_dn: 0.361320 loss_bbox_dn: 0.103861 loss_giou_dn: 0.408187 loss_class_aux_dn: 1.937994 loss_bbox_aux_dn: 0.656074 loss_giou_aux_dn: 2.329308 loss: 16.426506 eta: 36 days, 9:37:52 batch_cost: 0.8085 data_cost: 0.0010 ips: 9.8944 images/s [07/23 12:56:12] ppdet.engine INFO: Epoch: [6] [14700/54024] learning_rate: 0.000100 loss_class: 0.709516 loss_bbox: 0.105619 loss_giou: 0.510779 loss_class_aux: 4.402236 loss_bbox_aux: 0.704271 loss_giou_aux: 3.167601 loss_class_dn: 0.356766 loss_bbox_dn: 0.098829 loss_giou_dn: 0.401942 loss_class_aux_dn: 1.924113 loss_bbox_aux_dn: 0.612330 loss_giou_aux_dn: 2.272438 loss: 15.563265 eta: 36 days, 9:34:23 batch_cost: 0.8258 data_cost: 0.0010 ips: 9.6876 images/s [07/23 12:57:55] ppdet.engine INFO: Epoch: [6] [14800/54024] learning_rate: 0.000100 loss_class: 0.686072 loss_bbox: 0.106529 loss_giou: 0.456109 loss_class_aux: 4.282194 loss_bbox_aux: 0.684971 loss_giou_aux: 2.863505 loss_class_dn: 0.329296 loss_bbox_dn: 0.110736 loss_giou_dn: 0.371424 loss_class_aux_dn: 1.784176 loss_bbox_aux_dn: 0.672848 loss_giou_aux_dn: 2.157225 loss: 14.682258 eta: 36 days, 9:36:08 batch_cost: 0.9821 data_cost: 0.0015 ips: 8.1458 images/s [07/23 12:59:25] ppdet.engine INFO: Epoch: [6] [14900/54024] learning_rate: 0.000100 loss_class: 0.713894 loss_bbox: 0.116569 loss_giou: 0.513902 loss_class_aux: 4.438466 loss_bbox_aux: 0.760305 loss_giou_aux: 3.205134 loss_class_dn: 0.361955 loss_bbox_dn: 0.112799 loss_giou_dn: 0.404605 loss_class_aux_dn: 1.954845 loss_bbox_aux_dn: 0.703357 loss_giou_aux_dn: 2.309451 loss: 16.239224 eta: 36 days, 9:33:44 batch_cost: 0.8579 data_cost: 0.0010 ips: 9.3248 images/s [07/23 13:00:48] ppdet.engine INFO: Epoch: [6] [15000/54024] learning_rate: 0.000100 loss_class: 0.715586 loss_bbox: 0.115347 loss_giou: 0.510978 loss_class_aux: 4.351738 loss_bbox_aux: 0.757862 loss_giou_aux: 3.183028 loss_class_dn: 0.351352 loss_bbox_dn: 0.108779 loss_giou_dn: 0.404413 loss_class_aux_dn: 1.900684 loss_bbox_aux_dn: 0.673627 loss_giou_aux_dn: 2.298659 loss: 15.492431 eta: 36 days, 9:28:40 batch_cost: 0.7783 data_cost: 0.0010 ips: 10.2792 images/s [07/23 13:02:14] ppdet.engine INFO: Epoch: [6] [15100/54024] learning_rate: 0.000100 loss_class: 0.719920 loss_bbox: 0.110585 loss_giou: 0.486845 loss_class_aux: 4.453720 loss_bbox_aux: 0.726932 loss_giou_aux: 3.095422 loss_class_dn: 0.341836 loss_bbox_dn: 0.110614 loss_giou_dn: 0.373754 loss_class_aux_dn: 1.864456 loss_bbox_aux_dn: 0.683866 loss_giou_aux_dn: 2.166017 loss: 14.951347 eta: 36 days, 9:25:00 batch_cost: 0.8199 data_cost: 0.0290 ips: 9.7571 images/s [07/23 13:03:41] ppdet.engine INFO: Epoch: [6] [15200/54024] learning_rate: 0.000100 loss_class: 0.662454 loss_bbox: 0.104720 loss_giou: 0.464752 loss_class_aux: 4.154316 loss_bbox_aux: 0.701362 loss_giou_aux: 3.007465 loss_class_dn: 0.319100 loss_bbox_dn: 0.105143 loss_giou_dn: 0.366067 loss_class_aux_dn: 1.735514 loss_bbox_aux_dn: 0.644681 loss_giou_aux_dn: 2.075504 loss: 14.341903 eta: 36 days, 9:21:11 batch_cost: 0.8157 data_cost: 0.0021 ips: 9.8078 images/s [07/23 13:05:17] ppdet.engine INFO: Epoch: [6] [15300/54024] learning_rate: 0.000100 loss_class: 0.698126 loss_bbox: 0.113610 loss_giou: 0.562328 loss_class_aux: 4.318646 loss_bbox_aux: 0.757006 loss_giou_aux: 3.440131 loss_class_dn: 0.367528 loss_bbox_dn: 0.105540 loss_giou_dn: 0.410125 loss_class_aux_dn: 1.996724 loss_bbox_aux_dn: 0.667600 loss_giou_aux_dn: 2.340407 loss: 16.138220 eta: 36 days, 9:20:45 batch_cost: 0.9169 data_cost: 0.0010 ips: 8.7246 images/s [07/23 13:06:53] ppdet.engine INFO: Epoch: [6] [15400/54024] learning_rate: 0.000100 loss_class: 0.715498 loss_bbox: 0.115146 loss_giou: 0.499925 loss_class_aux: 4.482343 loss_bbox_aux: 0.733245 loss_giou_aux: 3.080626 loss_class_dn: 0.350885 loss_bbox_dn: 0.113014 loss_giou_dn: 0.393786 loss_class_aux_dn: 1.887009 loss_bbox_aux_dn: 0.672231 loss_giou_aux_dn: 2.222493 loss: 15.712121 eta: 36 days, 9:19:59 batch_cost: 0.9069 data_cost: 0.0010 ips: 8.8209 images/s [07/23 13:08:19] ppdet.engine INFO: Epoch: [6] [15500/54024] learning_rate: 0.000100 loss_class: 0.704683 loss_bbox: 0.110839 loss_giou: 0.562097 loss_class_aux: 4.337379 loss_bbox_aux: 0.752193 loss_giou_aux: 3.480857 loss_class_dn: 0.363809 loss_bbox_dn: 0.110987 loss_giou_dn: 0.428745 loss_class_aux_dn: 1.947581 loss_bbox_aux_dn: 0.689639 loss_giou_aux_dn: 2.471335 loss: 16.666546 eta: 36 days, 9:16:06 batch_cost: 0.8132 data_cost: 0.0210 ips: 9.8376 images/s [07/23 13:09:52] ppdet.engine INFO: Epoch: [6] [15600/54024] learning_rate: 0.000100 loss_class: 0.725159 loss_bbox: 0.125754 loss_giou: 0.506974 loss_class_aux: 4.598385 loss_bbox_aux: 0.829958 loss_giou_aux: 3.171445 loss_class_dn: 0.369556 loss_bbox_dn: 0.124961 loss_giou_dn: 0.406889 loss_class_aux_dn: 1.990943 loss_bbox_aux_dn: 0.769395 loss_giou_aux_dn: 2.292214 loss: 16.757606 eta: 36 days, 9:14:48 batch_cost: 0.8907 data_cost: 0.0009 ips: 8.9812 images/s [07/23 13:11:21] ppdet.engine INFO: Epoch: [6] [15700/54024] learning_rate: 0.000100 loss_class: 0.721956 loss_bbox: 0.112798 loss_giou: 0.493198 loss_class_aux: 4.532284 loss_bbox_aux: 0.755863 loss_giou_aux: 3.096468 loss_class_dn: 0.356176 loss_bbox_dn: 0.114865 loss_giou_dn: 0.397535 loss_class_aux_dn: 1.949289 loss_bbox_aux_dn: 0.701743 loss_giou_aux_dn: 2.276211 loss: 15.837050 eta: 36 days, 9:11:35 batch_cost: 0.8330 data_cost: 0.0011 ips: 9.6040 images/s [07/23 13:12:56] ppdet.engine INFO: Epoch: [6] [15800/54024] learning_rate: 0.000100 loss_class: 0.693911 loss_bbox: 0.120530 loss_giou: 0.553408 loss_class_aux: 4.270050 loss_bbox_aux: 0.763114 loss_giou_aux: 3.431388 loss_class_dn: 0.354482 loss_bbox_dn: 0.109151 loss_giou_dn: 0.422204 loss_class_aux_dn: 1.950824 loss_bbox_aux_dn: 0.691203 loss_giou_aux_dn: 2.381999 loss: 15.834939 eta: 36 days, 9:10:47 batch_cost: 0.9063 data_cost: 0.0078 ips: 8.8269 images/s [07/23 13:14:22] ppdet.engine INFO: Epoch: [6] [15900/54024] learning_rate: 0.000100 loss_class: 0.718317 loss_bbox: 0.129656 loss_giou: 0.551822 loss_class_aux: 4.476655 loss_bbox_aux: 0.813554 loss_giou_aux: 3.479001 loss_class_dn: 0.374493 loss_bbox_dn: 0.125991 loss_giou_dn: 0.421096 loss_class_aux_dn: 2.027830 loss_bbox_aux_dn: 0.770479 loss_giou_aux_dn: 2.384540 loss: 16.531176 eta: 36 days, 9:06:40 batch_cost: 0.8056 data_cost: 0.0107 ips: 9.9302 images/s [07/23 13:16:02] ppdet.engine INFO: Epoch: [6] [16000/54024] learning_rate: 0.000100 loss_class: 0.740219 loss_bbox: 0.116155 loss_giou: 0.523567 loss_class_aux: 4.615666 loss_bbox_aux: 0.766824 loss_giou_aux: 3.313882 loss_class_dn: 0.363444 loss_bbox_dn: 0.113137 loss_giou_dn: 0.417326 loss_class_aux_dn: 1.967932 loss_bbox_aux_dn: 0.681038 loss_giou_aux_dn: 2.342370 loss: 16.307206 eta: 36 days, 9:07:23 batch_cost: 0.9516 data_cost: 0.0013 ips: 8.4068 images/s [07/23 13:17:42] ppdet.engine INFO: Epoch: [6] [16100/54024] learning_rate: 0.000100 loss_class: 0.722377 loss_bbox: 0.115375 loss_giou: 0.472821 loss_class_aux: 4.501158 loss_bbox_aux: 0.755373 loss_giou_aux: 2.945505 loss_class_dn: 0.326116 loss_bbox_dn: 0.114576 loss_giou_dn: 0.359065 loss_class_aux_dn: 1.757492 loss_bbox_aux_dn: 0.713168 loss_giou_aux_dn: 2.037582 loss: 14.927961 eta: 36 days, 9:08:14 batch_cost: 0.9558 data_cost: 0.0009 ips: 8.3696 images/s [07/23 13:19:22] ppdet.engine INFO: Epoch: [6] [16200/54024] learning_rate: 0.000100 loss_class: 0.718137 loss_bbox: 0.115296 loss_giou: 0.571349 loss_class_aux: 4.475610 loss_bbox_aux: 0.766759 loss_giou_aux: 3.625524 loss_class_dn: 0.372843 loss_bbox_dn: 0.106515 loss_giou_dn: 0.433612 loss_class_aux_dn: 2.014428 loss_bbox_aux_dn: 0.649895 loss_giou_aux_dn: 2.433637 loss: 16.356818 eta: 36 days, 9:08:49 batch_cost: 0.9477 data_cost: 0.0438 ips: 8.4415 images/s [07/23 13:21:43] ppdet.engine INFO: Epoch: [6] [16300/54024] learning_rate: 0.000100 loss_class: 0.734937 loss_bbox: 0.124308 loss_giou: 0.565792 loss_class_aux: 4.595962 loss_bbox_aux: 0.809106 loss_giou_aux: 3.555890 loss_class_dn: 0.383597 loss_bbox_dn: 0.115774 loss_giou_dn: 0.432297 loss_class_aux_dn: 2.071160 loss_bbox_aux_dn: 0.700222 loss_giou_aux_dn: 2.460540 loss: 16.924116 eta: 36 days, 9:23:09 batch_cost: 1.3621 data_cost: 0.0010 ips: 5.8735 images/s [07/23 13:23:14] ppdet.engine INFO: Epoch: [6] [16400/54024] learning_rate: 0.000100 loss_class: 0.709436 loss_bbox: 0.110757 loss_giou: 0.508227 loss_class_aux: 4.383721 loss_bbox_aux: 0.735164 loss_giou_aux: 3.224045 loss_class_dn: 0.345297 loss_bbox_dn: 0.115740 loss_giou_dn: 0.400320 loss_class_aux_dn: 1.860457 loss_bbox_aux_dn: 0.703464 loss_giou_aux_dn: 2.248288 loss: 15.286660 eta: 36 days, 9:20:48 batch_cost: 0.8594 data_cost: 0.0756 ips: 9.3089 images/s [07/23 13:24:51] ppdet.engine INFO: Epoch: [6] [16500/54024] learning_rate: 0.000100 loss_class: 0.687503 loss_bbox: 0.106719 loss_giou: 0.531087 loss_class_aux: 4.422597 loss_bbox_aux: 0.710374 loss_giou_aux: 3.310428 loss_class_dn: 0.352006 loss_bbox_dn: 0.100774 loss_giou_dn: 0.410882 loss_class_aux_dn: 1.902109 loss_bbox_aux_dn: 0.605859 loss_giou_aux_dn: 2.293338 loss: 15.633392 eta: 36 days, 9:20:54 batch_cost: 0.9335 data_cost: 0.0010 ips: 8.5697 images/s [07/23 13:26:12] ppdet.engine INFO: Epoch: [6] [16600/54024] learning_rate: 0.000100 loss_class: 0.703815 loss_bbox: 0.116897 loss_giou: 0.545515 loss_class_aux: 4.382868 loss_bbox_aux: 0.777212 loss_giou_aux: 3.436820 loss_class_dn: 0.360168 loss_bbox_dn: 0.107476 loss_giou_dn: 0.417143 loss_class_aux_dn: 1.950802 loss_bbox_aux_dn: 0.650765 loss_giou_aux_dn: 2.384860 loss: 16.163864 eta: 36 days, 9:15:17 batch_cost: 0.7609 data_cost: 0.0009 ips: 10.5140 images/s [07/23 13:27:35] ppdet.engine INFO: Epoch: [6] [16700/54024] learning_rate: 0.000100 loss_class: 0.698561 loss_bbox: 0.126248 loss_giou: 0.491842 loss_class_aux: 4.326340 loss_bbox_aux: 0.817687 loss_giou_aux: 3.150531 loss_class_dn: 0.348077 loss_bbox_dn: 0.114767 loss_giou_dn: 0.391070 loss_class_aux_dn: 1.881346 loss_bbox_aux_dn: 0.698121 loss_giou_aux_dn: 2.228859 loss: 15.395110 eta: 36 days, 9:10:30 batch_cost: 0.7860 data_cost: 0.0010 ips: 10.1777 images/s [07/23 13:29:07] ppdet.engine INFO: Epoch: [6] [16800/54024] learning_rate: 0.000100 loss_class: 0.662693 loss_bbox: 0.115225 loss_giou: 0.507652 loss_class_aux: 4.187124 loss_bbox_aux: 0.742451 loss_giou_aux: 3.196733 loss_class_dn: 0.335179 loss_bbox_dn: 0.103082 loss_giou_dn: 0.390751 loss_class_aux_dn: 1.814631 loss_bbox_aux_dn: 0.637684 loss_giou_aux_dn: 2.207850 loss: 15.120619 eta: 36 days, 9:08:36 batch_cost: 0.8727 data_cost: 0.0010 ips: 9.1673 images/s [07/23 13:30:40] ppdet.engine INFO: Epoch: [6] [16900/54024] learning_rate: 0.000100 loss_class: 0.768214 loss_bbox: 0.126473 loss_giou: 0.575827 loss_class_aux: 4.723823 loss_bbox_aux: 0.857498 loss_giou_aux: 3.667393 loss_class_dn: 0.380771 loss_bbox_dn: 0.122797 loss_giou_dn: 0.453874 loss_class_aux_dn: 2.046305 loss_bbox_aux_dn: 0.719672 loss_giou_aux_dn: 2.562983 loss: 17.328960 eta: 36 days, 9:07:09 batch_cost: 0.8865 data_cost: 0.0618 ips: 9.0245 images/s [07/23 13:32:11] ppdet.engine INFO: Epoch: [6] [17000/54024] learning_rate: 0.000100 loss_class: 0.722917 loss_bbox: 0.107516 loss_giou: 0.512760 loss_class_aux: 4.517039 loss_bbox_aux: 0.731635 loss_giou_aux: 3.260451 loss_class_dn: 0.361250 loss_bbox_dn: 0.099910 loss_giou_dn: 0.390744 loss_class_aux_dn: 1.953008 loss_bbox_aux_dn: 0.629239 loss_giou_aux_dn: 2.198655 loss: 15.598360 eta: 36 days, 9:04:46 batch_cost: 0.8586 data_cost: 0.0283 ips: 9.3170 images/s [07/23 13:33:49] ppdet.engine INFO: Epoch: [6] [17100/54024] learning_rate: 0.000100 loss_class: 0.703380 loss_bbox: 0.119598 loss_giou: 0.521827 loss_class_aux: 4.344092 loss_bbox_aux: 0.777540 loss_giou_aux: 3.283076 loss_class_dn: 0.356532 loss_bbox_dn: 0.113373 loss_giou_dn: 0.406257 loss_class_aux_dn: 1.900710 loss_bbox_aux_dn: 0.674086 loss_giou_aux_dn: 2.315640 loss: 15.717668 eta: 36 days, 9:04:50 batch_cost: 0.9324 data_cost: 0.0010 ips: 8.5798 images/s [07/23 13:35:16] ppdet.engine INFO: Epoch: [6] [17200/54024] learning_rate: 0.000100 loss_class: 0.746091 loss_bbox: 0.120284 loss_giou: 0.493758 loss_class_aux: 4.604184 loss_bbox_aux: 0.803190 loss_giou_aux: 3.119216 loss_class_dn: 0.363649 loss_bbox_dn: 0.117147 loss_giou_dn: 0.402361 loss_class_aux_dn: 1.960466 loss_bbox_aux_dn: 0.708343 loss_giou_aux_dn: 2.270128 loss: 16.218769 eta: 36 days, 9:01:12 batch_cost: 0.8204 data_cost: 0.0010 ips: 9.7518 images/s [07/23 13:36:40] ppdet.engine INFO: Epoch: [6] [17300/54024] learning_rate: 0.000100 loss_class: 0.713619 loss_bbox: 0.114935 loss_giou: 0.529112 loss_class_aux: 4.489850 loss_bbox_aux: 0.775767 loss_giou_aux: 3.306920 loss_class_dn: 0.356215 loss_bbox_dn: 0.118166 loss_giou_dn: 0.413370 loss_class_aux_dn: 1.924830 loss_bbox_aux_dn: 0.708150 loss_giou_aux_dn: 2.348097 loss: 15.706822 eta: 36 days, 8:56:23 batch_cost: 0.7843 data_cost: 0.0010 ips: 10.2003 images/s [07/23 13:38:04] ppdet.engine INFO: Epoch: [6] [17400/54024] learning_rate: 0.000100 loss_class: 0.725276 loss_bbox: 0.117092 loss_giou: 0.542291 loss_class_aux: 4.513755 loss_bbox_aux: 0.752242 loss_giou_aux: 3.395212 loss_class_dn: 0.370489 loss_bbox_dn: 0.107712 loss_giou_dn: 0.415092 loss_class_aux_dn: 1.983138 loss_bbox_aux_dn: 0.678278 loss_giou_aux_dn: 2.338861 loss: 16.370310 eta: 36 days, 8:51:54 batch_cost: 0.7943 data_cost: 0.0013 ips: 10.0717 images/s [07/23 13:39:35] ppdet.engine INFO: Epoch: [6] [17500/54024] learning_rate: 0.000100 loss_class: 0.713634 loss_bbox: 0.122480 loss_giou: 0.548756 loss_class_aux: 4.511139 loss_bbox_aux: 0.793768 loss_giou_aux: 3.396624 loss_class_dn: 0.357423 loss_bbox_dn: 0.108597 loss_giou_dn: 0.407961 loss_class_aux_dn: 1.921225 loss_bbox_aux_dn: 0.689413 loss_giou_aux_dn: 2.335774 loss: 15.826202 eta: 36 days, 8:49:29 batch_cost: 0.8572 data_cost: 0.0315 ips: 9.3327 images/s [07/23 13:41:01] ppdet.engine INFO: Epoch: [6] [17600/54024] learning_rate: 0.000100 loss_class: 0.755893 loss_bbox: 0.120109 loss_giou: 0.529719 loss_class_aux: 4.728919 loss_bbox_aux: 0.793844 loss_giou_aux: 3.331628 loss_class_dn: 0.375945 loss_bbox_dn: 0.120874 loss_giou_dn: 0.421756 loss_class_aux_dn: 2.031337 loss_bbox_aux_dn: 0.724124 loss_giou_aux_dn: 2.365840 loss: 16.623137 eta: 36 days, 8:45:47 batch_cost: 0.8180 data_cost: 0.0150 ips: 9.7799 images/s [07/23 13:42:30] ppdet.engine INFO: Epoch: [6] [17700/54024] learning_rate: 0.000100 loss_class: 0.698628 loss_bbox: 0.115013 loss_giou: 0.469674 loss_class_aux: 4.384851 loss_bbox_aux: 0.750495 loss_giou_aux: 2.920455 loss_class_dn: 0.338307 loss_bbox_dn: 0.111836 loss_giou_dn: 0.372030 loss_class_aux_dn: 1.840913 loss_bbox_aux_dn: 0.690858 loss_giou_aux_dn: 2.136790 loss: 14.918293 eta: 36 days, 8:42:54 batch_cost: 0.8425 data_cost: 0.0070 ips: 9.4958 images/s [07/23 13:44:02] ppdet.engine INFO: Epoch: [6] [17800/54024] learning_rate: 0.000100 loss_class: 0.724482 loss_bbox: 0.124302 loss_giou: 0.538228 loss_class_aux: 4.558460 loss_bbox_aux: 0.798195 loss_giou_aux: 3.384867 loss_class_dn: 0.361584 loss_bbox_dn: 0.115274 loss_giou_dn: 0.411494 loss_class_aux_dn: 1.976250 loss_bbox_aux_dn: 0.679072 loss_giou_aux_dn: 2.335168 loss: 16.078165 eta: 36 days, 8:41:06 batch_cost: 0.8758 data_cost: 0.0011 ips: 9.1346 images/s [07/23 13:45:32] ppdet.engine INFO: Epoch: [6] [17900/54024] learning_rate: 0.000100 loss_class: 0.690520 loss_bbox: 0.119272 loss_giou: 0.524279 loss_class_aux: 4.283316 loss_bbox_aux: 0.765721 loss_giou_aux: 3.262065 loss_class_dn: 0.350176 loss_bbox_dn: 0.110543 loss_giou_dn: 0.389242 loss_class_aux_dn: 1.937489 loss_bbox_aux_dn: 0.668967 loss_giou_aux_dn: 2.195556 loss: 15.414546 eta: 36 days, 8:38:23 batch_cost: 0.8480 data_cost: 0.0010 ips: 9.4335 images/s [07/23 13:47:02] ppdet.engine INFO: Epoch: [6] [18000/54024] learning_rate: 0.000100 loss_class: 0.737171 loss_bbox: 0.122670 loss_giou: 0.480907 loss_class_aux: 4.611652 loss_bbox_aux: 0.806814 loss_giou_aux: 3.025747 loss_class_dn: 0.352373 loss_bbox_dn: 0.118472 loss_giou_dn: 0.373992 loss_class_aux_dn: 1.925306 loss_bbox_aux_dn: 0.704842 loss_giou_aux_dn: 2.133352 loss: 15.539154 eta: 36 days, 8:35:43 batch_cost: 0.8492 data_cost: 0.0031 ips: 9.4209 images/s [07/23 13:48:34] ppdet.engine INFO: Epoch: [6] [18100/54024] learning_rate: 0.000100 loss_class: 0.682062 loss_bbox: 0.112181 loss_giou: 0.513431 loss_class_aux: 4.272935 loss_bbox_aux: 0.726270 loss_giou_aux: 3.212262 loss_class_dn: 0.338610 loss_bbox_dn: 0.103201 loss_giou_dn: 0.387139 loss_class_aux_dn: 1.817698 loss_bbox_aux_dn: 0.608042 loss_giou_aux_dn: 2.193770 loss: 15.143359 eta: 36 days, 8:33:57 batch_cost: 0.8765 data_cost: 0.0010 ips: 9.1267 images/s [07/23 13:50:07] ppdet.engine INFO: Epoch: [6] [18200/54024] learning_rate: 0.000100 loss_class: 0.693950 loss_bbox: 0.117127 loss_giou: 0.457490 loss_class_aux: 4.294710 loss_bbox_aux: 0.783329 loss_giou_aux: 2.905312 loss_class_dn: 0.341921 loss_bbox_dn: 0.112395 loss_giou_dn: 0.372526 loss_class_aux_dn: 1.850687 loss_bbox_aux_dn: 0.689644 loss_giou_aux_dn: 2.105507 loss: 15.305892 eta: 36 days, 8:32:11 batch_cost: 0.8765 data_cost: 0.0010 ips: 9.1267 images/s [07/23 13:51:39] ppdet.engine INFO: Epoch: [6] [18300/54024] learning_rate: 0.000100 loss_class: 0.702906 loss_bbox: 0.117681 loss_giou: 0.520697 loss_class_aux: 4.367348 loss_bbox_aux: 0.781776 loss_giou_aux: 3.251130 loss_class_dn: 0.358626 loss_bbox_dn: 0.111872 loss_giou_dn: 0.395855 loss_class_aux_dn: 1.922850 loss_bbox_aux_dn: 0.697723 loss_giou_aux_dn: 2.305662 loss: 16.175459 eta: 36 days, 8:30:15 batch_cost: 0.8714 data_cost: 0.0011 ips: 9.1808 images/s [07/23 13:53:17] ppdet.engine INFO: Epoch: [6] [18400/54024] learning_rate: 0.000100 loss_class: 0.679303 loss_bbox: 0.120435 loss_giou: 0.502368 loss_class_aux: 4.265033 loss_bbox_aux: 0.797339 loss_giou_aux: 3.180692 loss_class_dn: 0.344297 loss_bbox_dn: 0.111673 loss_giou_dn: 0.383145 loss_class_aux_dn: 1.861828 loss_bbox_aux_dn: 0.661260 loss_giou_aux_dn: 2.146462 loss: 14.899880 eta: 36 days, 8:30:02 batch_cost: 0.9238 data_cost: 0.0010 ips: 8.6599 images/s [07/23 13:54:45] ppdet.engine INFO: Epoch: [6] [18500/54024] learning_rate: 0.000100 loss_class: 0.709991 loss_bbox: 0.121542 loss_giou: 0.531511 loss_class_aux: 4.451857 loss_bbox_aux: 0.803852 loss_giou_aux: 3.330831 loss_class_dn: 0.351319 loss_bbox_dn: 0.115539 loss_giou_dn: 0.396078 loss_class_aux_dn: 1.890197 loss_bbox_aux_dn: 0.718891 loss_giou_aux_dn: 2.275185 loss: 16.380302 eta: 36 days, 8:26:54 batch_cost: 0.8352 data_cost: 0.0012 ips: 9.5785 images/s [07/23 13:56:23] ppdet.engine INFO: Epoch: [6] [18600/54024] learning_rate: 0.000100 loss_class: 0.693837 loss_bbox: 0.116267 loss_giou: 0.475851 loss_class_aux: 4.278269 loss_bbox_aux: 0.751903 loss_giou_aux: 2.978221 loss_class_dn: 0.334429 loss_bbox_dn: 0.116939 loss_giou_dn: 0.379969 loss_class_aux_dn: 1.805882 loss_bbox_aux_dn: 0.695304 loss_giou_aux_dn: 2.132710 loss: 14.692225 eta: 36 days, 8:27:01 batch_cost: 0.9338 data_cost: 0.0413 ips: 8.5668 images/s [07/23 13:57:50] ppdet.engine INFO: Epoch: [6] [18700/54024] learning_rate: 0.000100 loss_class: 0.681763 loss_bbox: 0.109525 loss_giou: 0.479563 loss_class_aux: 4.305036 loss_bbox_aux: 0.721893 loss_giou_aux: 3.031515 loss_class_dn: 0.341101 loss_bbox_dn: 0.103806 loss_giou_dn: 0.398132 loss_class_aux_dn: 1.857834 loss_bbox_aux_dn: 0.647893 loss_giou_aux_dn: 2.248931 loss: 15.639543 eta: 36 days, 8:23:33 batch_cost: 0.8247 data_cost: 0.0263 ips: 9.7000 images/s [07/23 13:59:16] ppdet.engine INFO: Epoch: [6] [18800/54024] learning_rate: 0.000100 loss_class: 0.702558 loss_bbox: 0.122868 loss_giou: 0.486849 loss_class_aux: 4.367093 loss_bbox_aux: 0.800706 loss_giou_aux: 3.088059 loss_class_dn: 0.340203 loss_bbox_dn: 0.106370 loss_giou_dn: 0.375868 loss_class_aux_dn: 1.821909 loss_bbox_aux_dn: 0.648756 loss_giou_aux_dn: 2.152760 loss: 15.349022 eta: 36 days, 8:19:38 batch_cost: 0.8106 data_cost: 0.0010 ips: 9.8688 images/s [07/23 14:00:51] ppdet.engine INFO: Epoch: [6] [18900/54024] learning_rate: 0.000100 loss_class: 0.702989 loss_bbox: 0.123719 loss_giou: 0.554551 loss_class_aux: 4.333536 loss_bbox_aux: 0.802043 loss_giou_aux: 3.434653 loss_class_dn: 0.359833 loss_bbox_dn: 0.112519 loss_giou_dn: 0.401488 loss_class_aux_dn: 1.928838 loss_bbox_aux_dn: 0.677636 loss_giou_aux_dn: 2.284933 loss: 16.122370 eta: 36 days, 8:18:57 batch_cost: 0.9097 data_cost: 0.0044 ips: 8.7937 images/s [07/23 14:02:26] ppdet.engine INFO: Epoch: [6] [19000/54024] learning_rate: 0.000100 loss_class: 0.678719 loss_bbox: 0.116032 loss_giou: 0.487435 loss_class_aux: 4.295419 loss_bbox_aux: 0.754302 loss_giou_aux: 3.067770 loss_class_dn: 0.347193 loss_bbox_dn: 0.103037 loss_giou_dn: 0.378546 loss_class_aux_dn: 1.835402 loss_bbox_aux_dn: 0.631345 loss_giou_aux_dn: 2.156802 loss: 14.962280 eta: 36 days, 8:17:51 batch_cost: 0.8972 data_cost: 0.1036 ips: 8.9168 images/s [07/23 14:04:02] ppdet.engine INFO: Epoch: [6] [19100/54024] learning_rate: 0.000100 loss_class: 0.731011 loss_bbox: 0.122278 loss_giou: 0.517974 loss_class_aux: 4.567109 loss_bbox_aux: 0.805036 loss_giou_aux: 3.224029 loss_class_dn: 0.363447 loss_bbox_dn: 0.112126 loss_giou_dn: 0.396701 loss_class_aux_dn: 1.989189 loss_bbox_aux_dn: 0.676818 loss_giou_aux_dn: 2.264573 loss: 15.930958 eta: 36 days, 8:17:16 batch_cost: 0.9128 data_cost: 0.0076 ips: 8.7643 images/s [07/23 14:05:36] ppdet.engine INFO: Epoch: [6] [19200/54024] learning_rate: 0.000100 loss_class: 0.697823 loss_bbox: 0.108306 loss_giou: 0.503025 loss_class_aux: 4.287291 loss_bbox_aux: 0.744555 loss_giou_aux: 3.172132 loss_class_dn: 0.338106 loss_bbox_dn: 0.109854 loss_giou_dn: 0.390565 loss_class_aux_dn: 1.841702 loss_bbox_aux_dn: 0.661082 loss_giou_aux_dn: 2.253977 loss: 15.208114 eta: 36 days, 8:15:52 batch_cost: 0.8878 data_cost: 0.0018 ips: 9.0110 images/s [07/23 14:07:05] ppdet.engine INFO: Epoch: [6] [19300/54024] learning_rate: 0.000100 loss_class: 0.653757 loss_bbox: 0.107230 loss_giou: 0.476494 loss_class_aux: 4.069015 loss_bbox_aux: 0.694629 loss_giou_aux: 2.966523 loss_class_dn: 0.334280 loss_bbox_dn: 0.101842 loss_giou_dn: 0.386239 loss_class_aux_dn: 1.750361 loss_bbox_aux_dn: 0.638885 loss_giou_aux_dn: 2.177111 loss: 14.570481 eta: 36 days, 8:13:02 batch_cost: 0.8438 data_cost: 0.0065 ips: 9.4806 images/s [07/23 14:08:34] ppdet.engine INFO: Epoch: [6] [19400/54024] learning_rate: 0.000100 loss_class: 0.717769 loss_bbox: 0.118746 loss_giou: 0.545136 loss_class_aux: 4.466285 loss_bbox_aux: 0.791504 loss_giou_aux: 3.364319 loss_class_dn: 0.357856 loss_bbox_dn: 0.114703 loss_giou_dn: 0.420520 loss_class_aux_dn: 1.938330 loss_bbox_aux_dn: 0.704167 loss_giou_aux_dn: 2.349884 loss: 16.336011 eta: 36 days, 8:10:15 batch_cost: 0.8452 data_cost: 0.0463 ips: 9.4652 images/s [07/23 14:10:03] ppdet.engine INFO: Epoch: [6] [19500/54024] learning_rate: 0.000100 loss_class: 0.739481 loss_bbox: 0.119977 loss_giou: 0.518225 loss_class_aux: 4.521072 loss_bbox_aux: 0.793315 loss_giou_aux: 3.293608 loss_class_dn: 0.352932 loss_bbox_dn: 0.112163 loss_giou_dn: 0.413468 loss_class_aux_dn: 1.914171 loss_bbox_aux_dn: 0.693511 loss_giou_aux_dn: 2.371461 loss: 15.992567 eta: 36 days, 8:07:17 batch_cost: 0.8392 data_cost: 0.0234 ips: 9.5325 images/s [07/23 14:11:34] ppdet.engine INFO: Epoch: [6] [19600/54024] learning_rate: 0.000100 loss_class: 0.654396 loss_bbox: 0.105055 loss_giou: 0.461044 loss_class_aux: 4.154848 loss_bbox_aux: 0.690771 loss_giou_aux: 2.872070 loss_class_dn: 0.346320 loss_bbox_dn: 0.098515 loss_giou_dn: 0.380913 loss_class_aux_dn: 1.840383 loss_bbox_aux_dn: 0.607375 loss_giou_aux_dn: 2.223888 loss: 15.303328 eta: 36 days, 8:05:11 batch_cost: 0.8665 data_cost: 0.0681 ips: 9.2322 images/s [07/23 14:13:15] ppdet.engine INFO: Epoch: [6] [19700/54024] learning_rate: 0.000100 loss_class: 0.690443 loss_bbox: 0.118517 loss_giou: 0.561678 loss_class_aux: 4.284198 loss_bbox_aux: 0.754091 loss_giou_aux: 3.490037 loss_class_dn: 0.357474 loss_bbox_dn: 0.116590 loss_giou_dn: 0.432524 loss_class_aux_dn: 1.904330 loss_bbox_aux_dn: 0.708538 loss_giou_aux_dn: 2.422589 loss: 15.817641 eta: 36 days, 8:06:01 batch_cost: 0.9562 data_cost: 0.0205 ips: 8.3664 images/s [07/23 14:14:44] ppdet.engine INFO: Epoch: [6] [19800/54024] learning_rate: 0.000100 loss_class: 0.733571 loss_bbox: 0.117628 loss_giou: 0.556725 loss_class_aux: 4.562487 loss_bbox_aux: 0.784125 loss_giou_aux: 3.449942 loss_class_dn: 0.351158 loss_bbox_dn: 0.104680 loss_giou_dn: 0.410856 loss_class_aux_dn: 1.894854 loss_bbox_aux_dn: 0.664084 loss_giou_aux_dn: 2.330337 loss: 16.036029 eta: 36 days, 8:03:18 batch_cost: 0.8472 data_cost: 0.0346 ips: 9.4427 images/s [07/23 14:16:27] ppdet.engine INFO: Epoch: [6] [19900/54024] learning_rate: 0.000100 loss_class: 0.652062 loss_bbox: 0.104852 loss_giou: 0.473654 loss_class_aux: 4.059773 loss_bbox_aux: 0.703835 loss_giou_aux: 2.976984 loss_class_dn: 0.308612 loss_bbox_dn: 0.107513 loss_giou_dn: 0.367459 loss_class_aux_dn: 1.671418 loss_bbox_aux_dn: 0.659476 loss_giou_aux_dn: 2.090916 loss: 14.275001 eta: 36 days, 8:05:06 batch_cost: 0.9864 data_cost: 0.0010 ips: 8.1101 images/s [07/23 14:17:56] ppdet.engine INFO: Epoch: [6] [20000/54024] learning_rate: 0.000100 loss_class: 0.674843 loss_bbox: 0.107134 loss_giou: 0.440020 loss_class_aux: 4.206368 loss_bbox_aux: 0.698681 loss_giou_aux: 2.764920 loss_class_dn: 0.331693 loss_bbox_dn: 0.105114 loss_giou_dn: 0.360548 loss_class_aux_dn: 1.834785 loss_bbox_aux_dn: 0.623803 loss_giou_aux_dn: 2.038326 loss: 14.392361 eta: 36 days, 8:02:18 batch_cost: 0.8445 data_cost: 0.0010 ips: 9.4726 images/s [07/23 14:19:28] ppdet.engine INFO: Epoch: [6] [20100/54024] learning_rate: 0.000100 loss_class: 0.725221 loss_bbox: 0.113288 loss_giou: 0.477479 loss_class_aux: 4.579378 loss_bbox_aux: 0.735666 loss_giou_aux: 3.064652 loss_class_dn: 0.354727 loss_bbox_dn: 0.112126 loss_giou_dn: 0.397143 loss_class_aux_dn: 1.910446 loss_bbox_aux_dn: 0.684520 loss_giou_aux_dn: 2.248277 loss: 15.369182 eta: 36 days, 8:00:16 batch_cost: 0.8684 data_cost: 0.0010 ips: 9.2125 images/s [07/23 14:21:19] ppdet.engine INFO: Epoch: [6] [20200/54024] learning_rate: 0.000100 loss_class: 0.746910 loss_bbox: 0.129979 loss_giou: 0.495092 loss_class_aux: 4.738624 loss_bbox_aux: 0.847344 loss_giou_aux: 3.101323 loss_class_dn: 0.366851 loss_bbox_dn: 0.120108 loss_giou_dn: 0.400512 loss_class_aux_dn: 1.959879 loss_bbox_aux_dn: 0.711668 loss_giou_aux_dn: 2.270260 loss: 15.850892 eta: 36 days, 8:04:30 batch_cost: 1.0612 data_cost: 0.0483 ips: 7.5387 images/s [07/23 14:22:47] ppdet.engine INFO: Epoch: [6] [20300/54024] learning_rate: 0.000100 loss_class: 0.745819 loss_bbox: 0.114334 loss_giou: 0.501877 loss_class_aux: 4.652322 loss_bbox_aux: 0.761997 loss_giou_aux: 3.125950 loss_class_dn: 0.347548 loss_bbox_dn: 0.117773 loss_giou_dn: 0.385869 loss_class_aux_dn: 1.881180 loss_bbox_aux_dn: 0.727151 loss_giou_aux_dn: 2.185908 loss: 15.762980 eta: 36 days, 8:01:22 batch_cost: 0.8343 data_cost: 0.0011 ips: 9.5887 images/s [07/23 14:24:15] ppdet.engine INFO: Epoch: [6] [20400/54024] learning_rate: 0.000100 loss_class: 0.736075 loss_bbox: 0.120285 loss_giou: 0.487505 loss_class_aux: 4.596806 loss_bbox_aux: 0.772482 loss_giou_aux: 3.009302 loss_class_dn: 0.349691 loss_bbox_dn: 0.117729 loss_giou_dn: 0.397253 loss_class_aux_dn: 1.918593 loss_bbox_aux_dn: 0.721857 loss_giou_aux_dn: 2.274976 loss: 15.847722 eta: 36 days, 7:58:08 batch_cost: 0.8315 data_cost: 0.0064 ips: 9.6211 images/s [07/23 14:25:56] ppdet.engine INFO: Epoch: [6] [20500/54024] learning_rate: 0.000100 loss_class: 0.714596 loss_bbox: 0.110152 loss_giou: 0.540109 loss_class_aux: 4.442091 loss_bbox_aux: 0.709674 loss_giou_aux: 3.425613 loss_class_dn: 0.338160 loss_bbox_dn: 0.114136 loss_giou_dn: 0.421706 loss_class_aux_dn: 1.818988 loss_bbox_aux_dn: 0.703907 loss_giou_aux_dn: 2.351712 loss: 15.329000 eta: 36 days, 7:58:56 batch_cost: 0.9556 data_cost: 0.0010 ips: 8.3719 images/s [07/23 14:27:35] ppdet.engine INFO: Epoch: [6] [20600/54024] learning_rate: 0.000100 loss_class: 0.687100 loss_bbox: 0.112918 loss_giou: 0.514507 loss_class_aux: 4.277450 loss_bbox_aux: 0.727148 loss_giou_aux: 3.144156 loss_class_dn: 0.342121 loss_bbox_dn: 0.104191 loss_giou_dn: 0.392834 loss_class_aux_dn: 1.838429 loss_bbox_aux_dn: 0.658954 loss_giou_aux_dn: 2.243546 loss: 15.174694 eta: 36 days, 7:59:30 batch_cost: 0.9488 data_cost: 0.0578 ips: 8.4320 images/s [07/23 14:29:00] ppdet.engine INFO: Epoch: [6] [20700/54024] learning_rate: 0.000100 loss_class: 0.700868 loss_bbox: 0.114118 loss_giou: 0.499458 loss_class_aux: 4.318323 loss_bbox_aux: 0.754259 loss_giou_aux: 3.170214 loss_class_dn: 0.335534 loss_bbox_dn: 0.117887 loss_giou_dn: 0.389875 loss_class_aux_dn: 1.810660 loss_bbox_aux_dn: 0.700641 loss_giou_aux_dn: 2.224807 loss: 14.790672 eta: 36 days, 7:55:16 batch_cost: 0.8000 data_cost: 0.0229 ips: 10.0001 images/s [07/23 14:30:27] ppdet.engine INFO: Epoch: [6] [20800/54024] learning_rate: 0.000100 loss_class: 0.707857 loss_bbox: 0.113560 loss_giou: 0.496864 loss_class_aux: 4.417610 loss_bbox_aux: 0.751761 loss_giou_aux: 3.159676 loss_class_dn: 0.359213 loss_bbox_dn: 0.110778 loss_giou_dn: 0.412116 loss_class_aux_dn: 1.915803 loss_bbox_aux_dn: 0.676204 loss_giou_aux_dn: 2.342601 loss: 16.000080 eta: 36 days, 7:51:51 batch_cost: 0.8254 data_cost: 0.0011 ips: 9.6926 images/s [07/23 14:32:00] ppdet.engine INFO: Epoch: [6] [20900/54024] learning_rate: 0.000100 loss_class: 0.681908 loss_bbox: 0.107337 loss_giou: 0.455002 loss_class_aux: 4.140568 loss_bbox_aux: 0.705409 loss_giou_aux: 2.840267 loss_class_dn: 0.317162 loss_bbox_dn: 0.112026 loss_giou_dn: 0.356660 loss_class_aux_dn: 1.729193 loss_bbox_aux_dn: 0.681085 loss_giou_aux_dn: 2.020354 loss: 14.565015 eta: 36 days, 7:50:20 batch_cost: 0.8843 data_cost: 0.0010 ips: 9.0470 images/s [07/23 14:33:36] ppdet.engine INFO: Epoch: [6] [21000/54024] learning_rate: 0.000100 loss_class: 0.686065 loss_bbox: 0.122271 loss_giou: 0.569055 loss_class_aux: 4.326828 loss_bbox_aux: 0.799417 loss_giou_aux: 3.596424 loss_class_dn: 0.369649 loss_bbox_dn: 0.110156 loss_giou_dn: 0.428224 loss_class_aux_dn: 1.973183 loss_bbox_aux_dn: 0.675164 loss_giou_aux_dn: 2.451544 loss: 16.898450 eta: 36 days, 7:49:32 batch_cost: 0.9065 data_cost: 0.0949 ips: 8.8250 images/s [07/23 14:35:17] ppdet.engine INFO: Epoch: [6] [21100/54024] learning_rate: 0.000100 loss_class: 0.661139 loss_bbox: 0.107972 loss_giou: 0.469582 loss_class_aux: 4.150777 loss_bbox_aux: 0.706228 loss_giou_aux: 2.936224 loss_class_dn: 0.328435 loss_bbox_dn: 0.109417 loss_giou_dn: 0.364290 loss_class_aux_dn: 1.786978 loss_bbox_aux_dn: 0.676473 loss_giou_aux_dn: 2.085122 loss: 14.529726 eta: 36 days, 7:50:40 batch_cost: 0.9666 data_cost: 0.0318 ips: 8.2768 images/s [07/23 14:36:44] ppdet.engine INFO: Epoch: [6] [21200/54024] learning_rate: 0.000100 loss_class: 0.671568 loss_bbox: 0.108043 loss_giou: 0.482629 loss_class_aux: 4.158964 loss_bbox_aux: 0.731048 loss_giou_aux: 2.980237 loss_class_dn: 0.344232 loss_bbox_dn: 0.103802 loss_giou_dn: 0.384792 loss_class_aux_dn: 1.872697 loss_bbox_aux_dn: 0.652494 loss_giou_aux_dn: 2.177797 loss: 15.537141 eta: 36 days, 7:47:07 batch_cost: 0.8210 data_cost: 0.0010 ips: 9.7445 images/s [07/23 14:38:20] ppdet.engine INFO: Epoch: [6] [21300/54024] learning_rate: 0.000100 loss_class: 0.765382 loss_bbox: 0.124772 loss_giou: 0.536090 loss_class_aux: 4.755187 loss_bbox_aux: 0.820911 loss_giou_aux: 3.350677 loss_class_dn: 0.376833 loss_bbox_dn: 0.122269 loss_giou_dn: 0.419333 loss_class_aux_dn: 2.058470 loss_bbox_aux_dn: 0.760518 loss_giou_aux_dn: 2.396211 loss: 16.437067 eta: 36 days, 7:46:43 batch_cost: 0.9190 data_cost: 0.0010 ips: 8.7056 images/s [07/23 14:39:42] ppdet.engine INFO: Epoch: [6] [21400/54024] learning_rate: 0.000100 loss_class: 0.746947 loss_bbox: 0.121605 loss_giou: 0.517771 loss_class_aux: 4.605778 loss_bbox_aux: 0.806990 loss_giou_aux: 3.303136 loss_class_dn: 0.362800 loss_bbox_dn: 0.115765 loss_giou_dn: 0.413194 loss_class_aux_dn: 1.978323 loss_bbox_aux_dn: 0.733019 loss_giou_aux_dn: 2.351906 loss: 16.096842 eta: 36 days, 7:41:45 batch_cost: 0.7770 data_cost: 0.0010 ips: 10.2964 images/s [07/23 14:41:16] ppdet.engine INFO: Epoch: [6] [21500/54024] learning_rate: 0.000100 loss_class: 0.662363 loss_bbox: 0.107979 loss_giou: 0.505294 loss_class_aux: 4.071052 loss_bbox_aux: 0.698335 loss_giou_aux: 3.126622 loss_class_dn: 0.329029 loss_bbox_dn: 0.113222 loss_giou_dn: 0.385581 loss_class_aux_dn: 1.776382 loss_bbox_aux_dn: 0.698865 loss_giou_aux_dn: 2.180819 loss: 14.833777 eta: 36 days, 7:40:40 batch_cost: 0.8978 data_cost: 0.0010 ips: 8.9111 images/s [07/23 14:42:51] ppdet.engine INFO: Epoch: [6] [21600/54024] learning_rate: 0.000100 loss_class: 0.693301 loss_bbox: 0.116986 loss_giou: 0.490512 loss_class_aux: 4.233433 loss_bbox_aux: 0.759581 loss_giou_aux: 3.079689 loss_class_dn: 0.343829 loss_bbox_dn: 0.103214 loss_giou_dn: 0.387344 loss_class_aux_dn: 1.846959 loss_bbox_aux_dn: 0.637814 loss_giou_aux_dn: 2.182524 loss: 15.091497 eta: 36 days, 7:39:31 batch_cost: 0.8955 data_cost: 0.0059 ips: 8.9337 images/s [07/23 14:44:13] ppdet.engine INFO: Epoch: [6] [21700/54024] learning_rate: 0.000100 loss_class: 0.703514 loss_bbox: 0.125648 loss_giou: 0.529082 loss_class_aux: 4.418612 loss_bbox_aux: 0.814894 loss_giou_aux: 3.296525 loss_class_dn: 0.360858 loss_bbox_dn: 0.110568 loss_giou_dn: 0.413932 loss_class_aux_dn: 1.891726 loss_bbox_aux_dn: 0.674202 loss_giou_aux_dn: 2.339260 loss: 15.932917 eta: 36 days, 7:34:44 batch_cost: 0.7824 data_cost: 0.0051 ips: 10.2251 images/s [07/23 14:45:39] ppdet.engine INFO: Epoch: [6] [21800/54024] learning_rate: 0.000100 loss_class: 0.760672 loss_bbox: 0.114078 loss_giou: 0.514217 loss_class_aux: 4.727701 loss_bbox_aux: 0.739388 loss_giou_aux: 3.184296 loss_class_dn: 0.373887 loss_bbox_dn: 0.102768 loss_giou_dn: 0.390751 loss_class_aux_dn: 2.016248 loss_bbox_aux_dn: 0.648557 loss_giou_aux_dn: 2.236675 loss: 16.392711 eta: 36 days, 7:30:59 batch_cost: 0.8148 data_cost: 0.0010 ips: 9.8179 images/s [07/23 14:47:16] ppdet.engine INFO: Epoch: [6] [21900/54024] learning_rate: 0.000100 loss_class: 0.728941 loss_bbox: 0.119598 loss_giou: 0.554394 loss_class_aux: 4.577563 loss_bbox_aux: 0.760440 loss_giou_aux: 3.468412 loss_class_dn: 0.365976 loss_bbox_dn: 0.103231 loss_giou_dn: 0.415565 loss_class_aux_dn: 1.976508 loss_bbox_aux_dn: 0.655091 loss_giou_aux_dn: 2.381563 loss: 16.004534 eta: 36 days, 7:30:29 batch_cost: 0.9156 data_cost: 0.0633 ips: 8.7373 images/s [07/23 14:48:43] ppdet.engine INFO: Epoch: [6] [22000/54024] learning_rate: 0.000100 loss_class: 0.660919 loss_bbox: 0.113005 loss_giou: 0.484210 loss_class_aux: 4.219544 loss_bbox_aux: 0.734913 loss_giou_aux: 3.043644 loss_class_dn: 0.344637 loss_bbox_dn: 0.107201 loss_giou_dn: 0.386502 loss_class_aux_dn: 1.865964 loss_bbox_aux_dn: 0.661790 loss_giou_aux_dn: 2.171314 loss: 15.011377 eta: 36 days, 7:27:11 batch_cost: 0.8283 data_cost: 0.0085 ips: 9.6580 images/s [07/23 14:50:28] ppdet.engine INFO: Epoch: [6] [22100/54024] learning_rate: 0.000100 loss_class: 0.702747 loss_bbox: 0.116127 loss_giou: 0.481347 loss_class_aux: 4.329739 loss_bbox_aux: 0.762828 loss_giou_aux: 3.058114 loss_class_dn: 0.353013 loss_bbox_dn: 0.123828 loss_giou_dn: 0.400272 loss_class_aux_dn: 1.892765 loss_bbox_aux_dn: 0.725714 loss_giou_aux_dn: 2.279711 loss: 15.996107 eta: 36 days, 7:29:13 batch_cost: 0.9948 data_cost: 0.0010 ips: 8.0415 images/s [07/23 14:51:54] ppdet.engine INFO: Epoch: [6] [22200/54024] learning_rate: 0.000100 loss_class: 0.685882 loss_bbox: 0.115776 loss_giou: 0.481036 loss_class_aux: 4.310529 loss_bbox_aux: 0.751321 loss_giou_aux: 2.951406 loss_class_dn: 0.328773 loss_bbox_dn: 0.112812 loss_giou_dn: 0.380340 loss_class_aux_dn: 1.793462 loss_bbox_aux_dn: 0.675346 loss_giou_aux_dn: 2.173612 loss: 15.070065 eta: 36 days, 7:25:32 batch_cost: 0.8164 data_cost: 0.0011 ips: 9.7991 images/s [07/23 14:53:27] ppdet.engine INFO: Epoch: [6] [22300/54024] learning_rate: 0.000100 loss_class: 0.723311 loss_bbox: 0.118918 loss_giou: 0.574893 loss_class_aux: 4.507375 loss_bbox_aux: 0.780283 loss_giou_aux: 3.560319 loss_class_dn: 0.374049 loss_bbox_dn: 0.111885 loss_giou_dn: 0.444473 loss_class_aux_dn: 1.999088 loss_bbox_aux_dn: 0.682062 loss_giou_aux_dn: 2.506739 loss: 16.311810 eta: 36 days, 7:24:00 batch_cost: 0.8838 data_cost: 0.0252 ips: 9.0516 images/s [07/23 14:55:00] ppdet.engine INFO: Epoch: [6] [22400/54024] learning_rate: 0.000100 loss_class: 0.674128 loss_bbox: 0.111562 loss_giou: 0.488649 loss_class_aux: 4.238382 loss_bbox_aux: 0.746968 loss_giou_aux: 3.028382 loss_class_dn: 0.340227 loss_bbox_dn: 0.109192 loss_giou_dn: 0.387364 loss_class_aux_dn: 1.834784 loss_bbox_aux_dn: 0.667337 loss_giou_aux_dn: 2.220986 loss: 15.467378 eta: 36 days, 7:22:31 batch_cost: 0.8850 data_cost: 0.0010 ips: 9.0395 images/s [07/23 14:56:40] ppdet.engine INFO: Epoch: [6] [22500/54024] learning_rate: 0.000100 loss_class: 0.678799 loss_bbox: 0.116438 loss_giou: 0.506966 loss_class_aux: 4.268450 loss_bbox_aux: 0.756778 loss_giou_aux: 3.225347 loss_class_dn: 0.351619 loss_bbox_dn: 0.106811 loss_giou_dn: 0.403579 loss_class_aux_dn: 1.884247 loss_bbox_aux_dn: 0.667531 loss_giou_aux_dn: 2.278031 loss: 15.880124 eta: 36 days, 7:23:19 batch_cost: 0.9562 data_cost: 0.0435 ips: 8.3667 images/s [07/23 14:58:04] ppdet.engine INFO: Epoch: [6] [22600/54024] learning_rate: 0.000100 loss_class: 0.752247 loss_bbox: 0.121921 loss_giou: 0.488927 loss_class_aux: 4.687304 loss_bbox_aux: 0.789174 loss_giou_aux: 3.034357 loss_class_dn: 0.349828 loss_bbox_dn: 0.114479 loss_giou_dn: 0.382998 loss_class_aux_dn: 1.918740 loss_bbox_aux_dn: 0.713094 loss_giou_aux_dn: 2.182114 loss: 16.068115 eta: 36 days, 7:18:42 batch_cost: 0.7874 data_cost: 0.0010 ips: 10.1598 images/s [07/23 14:59:39] ppdet.engine INFO: Epoch: [6] [22700/54024] learning_rate: 0.000100 loss_class: 0.690698 loss_bbox: 0.120696 loss_giou: 0.497269 loss_class_aux: 4.331199 loss_bbox_aux: 0.749890 loss_giou_aux: 3.179560 loss_class_dn: 0.353872 loss_bbox_dn: 0.115168 loss_giou_dn: 0.395966 loss_class_aux_dn: 1.889444 loss_bbox_aux_dn: 0.695925 loss_giou_aux_dn: 2.234599 loss: 15.762774 eta: 36 days, 7:17:42 batch_cost: 0.9003 data_cost: 0.0011 ips: 8.8864 images/s [07/23 15:01:11] ppdet.engine INFO: Epoch: [6] [22800/54024] learning_rate: 0.000100 loss_class: 0.701858 loss_bbox: 0.120731 loss_giou: 0.602233 loss_class_aux: 4.449268 loss_bbox_aux: 0.796567 loss_giou_aux: 3.680965 loss_class_dn: 0.351567 loss_bbox_dn: 0.108062 loss_giou_dn: 0.429609 loss_class_aux_dn: 1.905887 loss_bbox_aux_dn: 0.668147 loss_giou_aux_dn: 2.426447 loss: 15.564575 eta: 36 days, 7:16:04 batch_cost: 0.8805 data_cost: 0.0011 ips: 9.0861 images/s [07/23 15:02:58] ppdet.engine INFO: Epoch: [6] [22900/54024] learning_rate: 0.000100 loss_class: 0.632169 loss_bbox: 0.106541 loss_giou: 0.451253 loss_class_aux: 3.960321 loss_bbox_aux: 0.721783 loss_giou_aux: 2.761796 loss_class_dn: 0.316648 loss_bbox_dn: 0.100964 loss_giou_dn: 0.355628 loss_class_aux_dn: 1.688200 loss_bbox_aux_dn: 0.643429 loss_giou_aux_dn: 1.996729 loss: 13.715508 eta: 36 days, 7:18:54 batch_cost: 1.0201 data_cost: 0.0010 ips: 7.8420 images/s [07/23 15:04:34] ppdet.engine INFO: Epoch: [6] [23000/54024] learning_rate: 0.000100 loss_class: 0.725348 loss_bbox: 0.125417 loss_giou: 0.509324 loss_class_aux: 4.523237 loss_bbox_aux: 0.818171 loss_giou_aux: 3.193990 loss_class_dn: 0.372017 loss_bbox_dn: 0.109116 loss_giou_dn: 0.400120 loss_class_aux_dn: 2.015736 loss_bbox_aux_dn: 0.684255 loss_giou_aux_dn: 2.225457 loss: 16.187220 eta: 36 days, 7:18:20 batch_cost: 0.9141 data_cost: 0.0010 ips: 8.7517 images/s [07/23 15:06:02] ppdet.engine INFO: Epoch: [6] [23100/54024] learning_rate: 0.000100 loss_class: 0.672561 loss_bbox: 0.104622 loss_giou: 0.473408 loss_class_aux: 4.099282 loss_bbox_aux: 0.727341 loss_giou_aux: 3.047583 loss_class_dn: 0.336938 loss_bbox_dn: 0.106220 loss_giou_dn: 0.383917 loss_class_aux_dn: 1.832011 loss_bbox_aux_dn: 0.663389 loss_giou_aux_dn: 2.203826 loss: 14.406098 eta: 36 days, 7:14:53 batch_cost: 0.8232 data_cost: 0.0137 ips: 9.7184 images/s [07/23 15:07:57] ppdet.engine INFO: Epoch: [6] [23200/54024] learning_rate: 0.000100 loss_class: 0.679978 loss_bbox: 0.115345 loss_giou: 0.481829 loss_class_aux: 4.250021 loss_bbox_aux: 0.790997 loss_giou_aux: 3.072633 loss_class_dn: 0.339222 loss_bbox_dn: 0.114413 loss_giou_dn: 0.377806 loss_class_aux_dn: 1.834433 loss_bbox_aux_dn: 0.699389 loss_giou_aux_dn: 2.150451 loss: 15.647984 eta: 36 days, 7:20:20 batch_cost: 1.1031 data_cost: 0.0972 ips: 7.2521 images/s [07/23 15:09:22] ppdet.engine INFO: Epoch: [6] [23300/54024] learning_rate: 0.000100 loss_class: 0.685371 loss_bbox: 0.111043 loss_giou: 0.517050 loss_class_aux: 4.255326 loss_bbox_aux: 0.731608 loss_giou_aux: 3.266076 loss_class_dn: 0.340857 loss_bbox_dn: 0.108299 loss_giou_dn: 0.401285 loss_class_aux_dn: 1.836671 loss_bbox_aux_dn: 0.671504 loss_giou_aux_dn: 2.308501 loss: 15.326179 eta: 36 days, 7:16:26 batch_cost: 0.8092 data_cost: 0.0244 ips: 9.8859 images/s [07/23 15:10:53] ppdet.engine INFO: Epoch: [6] [23400/54024] learning_rate: 0.000100 loss_class: 0.694048 loss_bbox: 0.114996 loss_giou: 0.493015 loss_class_aux: 4.282871 loss_bbox_aux: 0.753961 loss_giou_aux: 3.025467 loss_class_dn: 0.342890 loss_bbox_dn: 0.111131 loss_giou_dn: 0.397079 loss_class_aux_dn: 1.855018 loss_bbox_aux_dn: 0.693490 loss_giou_aux_dn: 2.205945 loss: 15.461751 eta: 36 days, 7:14:05 batch_cost: 0.8578 data_cost: 0.0010 ips: 9.3260 images/s [07/23 15:12:20] ppdet.engine INFO: Epoch: [6] [23500/54024] learning_rate: 0.000100 loss_class: 0.697141 loss_bbox: 0.109859 loss_giou: 0.535604 loss_class_aux: 4.381662 loss_bbox_aux: 0.735351 loss_giou_aux: 3.338408 loss_class_dn: 0.373971 loss_bbox_dn: 0.114204 loss_giou_dn: 0.414854 loss_class_aux_dn: 1.979620 loss_bbox_aux_dn: 0.684528 loss_giou_aux_dn: 2.361183 loss: 15.968779 eta: 36 days, 7:10:35 batch_cost: 0.8222 data_cost: 0.0010 ips: 9.7303 images/s [07/23 15:13:54] ppdet.engine INFO: Epoch: [6] [23600/54024] learning_rate: 0.000100 loss_class: 0.692811 loss_bbox: 0.118456 loss_giou: 0.543185 loss_class_aux: 4.272923 loss_bbox_aux: 0.765439 loss_giou_aux: 3.464365 loss_class_dn: 0.360963 loss_bbox_dn: 0.110537 loss_giou_dn: 0.418947 loss_class_aux_dn: 1.948254 loss_bbox_aux_dn: 0.667157 loss_giou_aux_dn: 2.368832 loss: 15.919491 eta: 36 days, 7:09:20 batch_cost: 0.8924 data_cost: 0.0011 ips: 8.9646 images/s [07/23 15:15:18] ppdet.engine INFO: Epoch: [6] [23700/54024] learning_rate: 0.000100 loss_class: 0.733966 loss_bbox: 0.119231 loss_giou: 0.509597 loss_class_aux: 4.553190 loss_bbox_aux: 0.789309 loss_giou_aux: 3.177532 loss_class_dn: 0.368151 loss_bbox_dn: 0.116211 loss_giou_dn: 0.402597 loss_class_aux_dn: 1.981523 loss_bbox_aux_dn: 0.702169 loss_giou_aux_dn: 2.251212 loss: 15.663659 eta: 36 days, 7:05:16 batch_cost: 0.8039 data_cost: 0.0010 ips: 9.9510 images/s [07/23 15:16:49] ppdet.engine INFO: Epoch: [6] [23800/54024] learning_rate: 0.000100 loss_class: 0.732481 loss_bbox: 0.123808 loss_giou: 0.581631 loss_class_aux: 4.575064 loss_bbox_aux: 0.795284 loss_giou_aux: 3.582280 loss_class_dn: 0.376251 loss_bbox_dn: 0.120827 loss_giou_dn: 0.439823 loss_class_aux_dn: 2.000978 loss_bbox_aux_dn: 0.746994 loss_giou_aux_dn: 2.468818 loss: 16.895378 eta: 36 days, 7:02:54 batch_cost: 0.8569 data_cost: 0.0011 ips: 9.3362 images/s [07/23 15:18:14] ppdet.engine INFO: Epoch: [6] [23900/54024] learning_rate: 0.000100 loss_class: 0.687094 loss_bbox: 0.108270 loss_giou: 0.520799 loss_class_aux: 4.327370 loss_bbox_aux: 0.700927 loss_giou_aux: 3.202596 loss_class_dn: 0.349353 loss_bbox_dn: 0.106016 loss_giou_dn: 0.395290 loss_class_aux_dn: 1.866638 loss_bbox_aux_dn: 0.668524 loss_giou_aux_dn: 2.245482 loss: 15.086646 eta: 36 days, 6:58:57 batch_cost: 0.8078 data_cost: 0.0010 ips: 9.9039 images/s [07/23 15:19:45] ppdet.engine INFO: Epoch: [6] [24000/54024] learning_rate: 0.000100 loss_class: 0.708368 loss_bbox: 0.122502 loss_giou: 0.540748 loss_class_aux: 4.437618 loss_bbox_aux: 0.784724 loss_giou_aux: 3.383103 loss_class_dn: 0.354081 loss_bbox_dn: 0.114349 loss_giou_dn: 0.401183 loss_class_aux_dn: 1.902921 loss_bbox_aux_dn: 0.706284 loss_giou_aux_dn: 2.241390 loss: 15.619820 eta: 36 days, 6:56:55 batch_cost: 0.8677 data_cost: 0.0010 ips: 9.2201 images/s [07/23 15:21:09] ppdet.engine INFO: Epoch: [6] [24100/54024] learning_rate: 0.000100 loss_class: 0.718580 loss_bbox: 0.117283 loss_giou: 0.538234 loss_class_aux: 4.459030 loss_bbox_aux: 0.787100 loss_giou_aux: 3.362476 loss_class_dn: 0.369071 loss_bbox_dn: 0.115755 loss_giou_dn: 0.422938 loss_class_aux_dn: 1.990279 loss_bbox_aux_dn: 0.693391 loss_giou_aux_dn: 2.387754 loss: 15.955541 eta: 36 days, 6:52:34 batch_cost: 0.7948 data_cost: 0.0017 ips: 10.0660 images/s [07/23 15:22:49] ppdet.engine INFO: Epoch: [6] [24200/54024] learning_rate: 0.000100 loss_class: 0.713141 loss_bbox: 0.126534 loss_giou: 0.556571 loss_class_aux: 4.471481 loss_bbox_aux: 0.818328 loss_giou_aux: 3.453019 loss_class_dn: 0.352715 loss_bbox_dn: 0.107596 loss_giou_dn: 0.412119 loss_class_aux_dn: 1.913105 loss_bbox_aux_dn: 0.653801 loss_giou_aux_dn: 2.387073 loss: 16.075078 eta: 36 days, 6:53:09 batch_cost: 0.9501 data_cost: 0.0201 ips: 8.4202 images/s [07/23 15:24:15] ppdet.engine INFO: Epoch: [6] [24300/54024] learning_rate: 0.000100 loss_class: 0.735193 loss_bbox: 0.116687 loss_giou: 0.495969 loss_class_aux: 4.603333 loss_bbox_aux: 0.773329 loss_giou_aux: 3.217224 loss_class_dn: 0.355617 loss_bbox_dn: 0.112673 loss_giou_dn: 0.399359 loss_class_aux_dn: 1.942679 loss_bbox_aux_dn: 0.683187 loss_giou_aux_dn: 2.258294 loss: 16.128753 eta: 36 days, 6:49:08 batch_cost: 0.8048 data_cost: 0.0010 ips: 9.9402 images/s [07/23 15:25:50] ppdet.engine INFO: Epoch: [6] [24400/54024] learning_rate: 0.000100 loss_class: 0.703296 loss_bbox: 0.113000 loss_giou: 0.517705 loss_class_aux: 4.266625 loss_bbox_aux: 0.756788 loss_giou_aux: 3.253218 loss_class_dn: 0.345255 loss_bbox_dn: 0.109863 loss_giou_dn: 0.386981 loss_class_aux_dn: 1.864301 loss_bbox_aux_dn: 0.679610 loss_giou_aux_dn: 2.175381 loss: 15.549931 eta: 36 days, 6:48:19 batch_cost: 0.9064 data_cost: 0.0264 ips: 8.8258 images/s [07/23 15:27:16] ppdet.engine INFO: Epoch: [6] [24500/54024] learning_rate: 0.000100 loss_class: 0.728503 loss_bbox: 0.123718 loss_giou: 0.526407 loss_class_aux: 4.541802 loss_bbox_aux: 0.795640 loss_giou_aux: 3.262525 loss_class_dn: 0.355868 loss_bbox_dn: 0.113422 loss_giou_dn: 0.401917 loss_class_aux_dn: 1.930493 loss_bbox_aux_dn: 0.682562 loss_giou_aux_dn: 2.268309 loss: 15.885576 eta: 36 days, 6:44:38 batch_cost: 0.8156 data_cost: 0.0010 ips: 9.8087 images/s [07/23 15:28:49] ppdet.engine INFO: Epoch: [6] [24600/54024] learning_rate: 0.000100 loss_class: 0.726110 loss_bbox: 0.118878 loss_giou: 0.516528 loss_class_aux: 4.490592 loss_bbox_aux: 0.787011 loss_giou_aux: 3.202668 loss_class_dn: 0.357463 loss_bbox_dn: 0.117711 loss_giou_dn: 0.409914 loss_class_aux_dn: 1.905804 loss_bbox_aux_dn: 0.726243 loss_giou_aux_dn: 2.345209 loss: 16.144540 eta: 36 days, 6:42:54 batch_cost: 0.8766 data_cost: 0.0384 ips: 9.1257 images/s [07/23 15:30:12] ppdet.engine INFO: Epoch: [6] [24700/54024] learning_rate: 0.000100 loss_class: 0.733411 loss_bbox: 0.121150 loss_giou: 0.499057 loss_class_aux: 4.539348 loss_bbox_aux: 0.774453 loss_giou_aux: 3.155361 loss_class_dn: 0.360980 loss_bbox_dn: 0.109922 loss_giou_dn: 0.414692 loss_class_aux_dn: 1.965478 loss_bbox_aux_dn: 0.666581 loss_giou_aux_dn: 2.329200 loss: 16.171069 eta: 36 days, 6:38:14 batch_cost: 0.7843 data_cost: 0.0016 ips: 10.2003 images/s [07/23 15:31:41] ppdet.engine INFO: Epoch: [6] [24800/54024] learning_rate: 0.000100 loss_class: 0.732858 loss_bbox: 0.115504 loss_giou: 0.562404 loss_class_aux: 4.524400 loss_bbox_aux: 0.769893 loss_giou_aux: 3.530163 loss_class_dn: 0.378537 loss_bbox_dn: 0.114019 loss_giou_dn: 0.433672 loss_class_aux_dn: 2.014131 loss_bbox_aux_dn: 0.718975 loss_giou_aux_dn: 2.460245 loss: 16.399347 eta: 36 days, 6:35:23 batch_cost: 0.8417 data_cost: 0.0012 ips: 9.5049 images/s [07/23 15:33:07] ppdet.engine INFO: Epoch: [6] [24900/54024] learning_rate: 0.000100 loss_class: 0.764661 loss_bbox: 0.118426 loss_giou: 0.555232 loss_class_aux: 4.782494 loss_bbox_aux: 0.782625 loss_giou_aux: 3.470631 loss_class_dn: 0.374293 loss_bbox_dn: 0.113307 loss_giou_dn: 0.421186 loss_class_aux_dn: 2.040814 loss_bbox_aux_dn: 0.691142 loss_giou_aux_dn: 2.395066 loss: 16.836377 eta: 36 days, 6:31:47 batch_cost: 0.8182 data_cost: 0.0128 ips: 9.7780 images/s [07/23 15:34:43] ppdet.engine INFO: Epoch: [6] [25000/54024] learning_rate: 0.000100 loss_class: 0.724470 loss_bbox: 0.121924 loss_giou: 0.534422 loss_class_aux: 4.487459 loss_bbox_aux: 0.796053 loss_giou_aux: 3.453380 loss_class_dn: 0.362348 loss_bbox_dn: 0.111724 loss_giou_dn: 0.418910 loss_class_aux_dn: 1.950147 loss_bbox_aux_dn: 0.686403 loss_giou_aux_dn: 2.402155 loss: 16.065113 eta: 36 days, 6:30:55 batch_cost: 0.9043 data_cost: 0.0010 ips: 8.8462 images/s [07/23 15:36:04] ppdet.engine INFO: Epoch: [6] [25100/54024] learning_rate: 0.000100 loss_class: 0.734633 loss_bbox: 0.122882 loss_giou: 0.560774 loss_class_aux: 4.706871 loss_bbox_aux: 0.800360 loss_giou_aux: 3.557388 loss_class_dn: 0.370720 loss_bbox_dn: 0.112155 loss_giou_dn: 0.423380 loss_class_aux_dn: 2.000620 loss_bbox_aux_dn: 0.668075 loss_giou_aux_dn: 2.392197 loss: 16.674831 eta: 36 days, 6:25:53 batch_cost: 0.7719 data_cost: 0.0023 ips: 10.3644 images/s [07/23 15:37:30] ppdet.engine INFO: Epoch: [6] [25200/54024] learning_rate: 0.000100 loss_class: 0.715459 loss_bbox: 0.119486 loss_giou: 0.487709 loss_class_aux: 4.429884 loss_bbox_aux: 0.776302 loss_giou_aux: 3.036711 loss_class_dn: 0.339308 loss_bbox_dn: 0.114324 loss_giou_dn: 0.385389 loss_class_aux_dn: 1.848293 loss_bbox_aux_dn: 0.695378 loss_giou_aux_dn: 2.200950 loss: 15.047412 eta: 36 days, 6:21:50 batch_cost: 0.8036 data_cost: 0.0188 ips: 9.9556 images/s [07/23 15:38:54] ppdet.engine INFO: Epoch: [6] [25300/54024] learning_rate: 0.000100 loss_class: 0.669745 loss_bbox: 0.121730 loss_giou: 0.518770 loss_class_aux: 4.138595 loss_bbox_aux: 0.794692 loss_giou_aux: 3.311988 loss_class_dn: 0.349749 loss_bbox_dn: 0.113971 loss_giou_dn: 0.400280 loss_class_aux_dn: 1.875475 loss_bbox_aux_dn: 0.713048 loss_giou_aux_dn: 2.236311 loss: 15.308707 eta: 36 days, 6:17:41 batch_cost: 0.8001 data_cost: 0.0080 ips: 9.9985 images/s [07/23 15:40:21] ppdet.engine INFO: Epoch: [6] [25400/54024] learning_rate: 0.000100 loss_class: 0.685532 loss_bbox: 0.112373 loss_giou: 0.513396 loss_class_aux: 4.302570 loss_bbox_aux: 0.728414 loss_giou_aux: 3.251852 loss_class_dn: 0.354135 loss_bbox_dn: 0.103039 loss_giou_dn: 0.408662 loss_class_aux_dn: 1.879592 loss_bbox_aux_dn: 0.627285 loss_giou_aux_dn: 2.297496 loss: 15.646523 eta: 36 days, 6:14:07 batch_cost: 0.8187 data_cost: 0.0352 ips: 9.7719 images/s [07/23 15:41:55] ppdet.engine INFO: Epoch: [6] [25500/54024] learning_rate: 0.000100 loss_class: 0.699069 loss_bbox: 0.114660 loss_giou: 0.503224 loss_class_aux: 4.380475 loss_bbox_aux: 0.770446 loss_giou_aux: 3.129694 loss_class_dn: 0.355133 loss_bbox_dn: 0.113566 loss_giou_dn: 0.389712 loss_class_aux_dn: 1.935869 loss_bbox_aux_dn: 0.678535 loss_giou_aux_dn: 2.214523 loss: 15.621345 eta: 36 days, 6:12:55 batch_cost: 0.8934 data_cost: 0.0149 ips: 8.9546 images/s [07/23 15:43:28] ppdet.engine INFO: Epoch: [6] [25600/54024] learning_rate: 0.000100 loss_class: 0.718664 loss_bbox: 0.117773 loss_giou: 0.484885 loss_class_aux: 4.462108 loss_bbox_aux: 0.797262 loss_giou_aux: 3.084511 loss_class_dn: 0.348767 loss_bbox_dn: 0.118766 loss_giou_dn: 0.375671 loss_class_aux_dn: 1.907920 loss_bbox_aux_dn: 0.695254 loss_giou_aux_dn: 2.153935 loss: 15.556099 eta: 36 days, 6:11:21 batch_cost: 0.8819 data_cost: 0.0122 ips: 9.0716 images/s [07/23 15:44:52] ppdet.engine INFO: Epoch: [6] [25700/54024] learning_rate: 0.000100 loss_class: 0.704712 loss_bbox: 0.117023 loss_giou: 0.478028 loss_class_aux: 4.413384 loss_bbox_aux: 0.776807 loss_giou_aux: 3.019676 loss_class_dn: 0.349340 loss_bbox_dn: 0.114420 loss_giou_dn: 0.386410 loss_class_aux_dn: 1.880347 loss_bbox_aux_dn: 0.690040 loss_giou_aux_dn: 2.239186 loss: 15.289611 eta: 36 days, 6:07:02 batch_cost: 0.7948 data_cost: 0.0023 ips: 10.0654 images/s [07/23 15:46:39] ppdet.engine INFO: Epoch: [6] [25800/54024] learning_rate: 0.000100 loss_class: 0.738673 loss_bbox: 0.119922 loss_giou: 0.525723 loss_class_aux: 4.709375 loss_bbox_aux: 0.797122 loss_giou_aux: 3.313547 loss_class_dn: 0.372354 loss_bbox_dn: 0.122247 loss_giou_dn: 0.415660 loss_class_aux_dn: 1.981028 loss_bbox_aux_dn: 0.739884 loss_giou_aux_dn: 2.368025 loss: 16.177797 eta: 36 days, 6:10:07 batch_cost: 1.0298 data_cost: 0.1515 ips: 7.7682 images/s [07/23 15:48:02] ppdet.engine INFO: Epoch: [6] [25900/54024] learning_rate: 0.000100 loss_class: 0.665792 loss_bbox: 0.112676 loss_giou: 0.464653 loss_class_aux: 4.247445 loss_bbox_aux: 0.759877 loss_giou_aux: 2.929537 loss_class_dn: 0.320592 loss_bbox_dn: 0.111918 loss_giou_dn: 0.358670 loss_class_aux_dn: 1.740961 loss_bbox_aux_dn: 0.650103 loss_giou_aux_dn: 2.033257 loss: 14.699615 eta: 36 days, 6:05:32 batch_cost: 0.7859 data_cost: 0.0010 ips: 10.1794 images/s [07/23 15:49:33] ppdet.engine INFO: Epoch: [6] [26000/54024] learning_rate: 0.000100 loss_class: 0.687082 loss_bbox: 0.117113 loss_giou: 0.512450 loss_class_aux: 4.268876 loss_bbox_aux: 0.762855 loss_giou_aux: 3.172719 loss_class_dn: 0.356542 loss_bbox_dn: 0.108595 loss_giou_dn: 0.388581 loss_class_aux_dn: 1.869587 loss_bbox_aux_dn: 0.669113 loss_giou_aux_dn: 2.221199 loss: 15.465564 eta: 36 days, 6:03:20 batch_cost: 0.8622 data_cost: 0.0010 ips: 9.2790 images/s [07/23 15:50:57] ppdet.engine INFO: Epoch: [6] [26100/54024] learning_rate: 0.000100 loss_class: 0.711726 loss_bbox: 0.118303 loss_giou: 0.512182 loss_class_aux: 4.415285 loss_bbox_aux: 0.791035 loss_giou_aux: 3.262042 loss_class_dn: 0.350346 loss_bbox_dn: 0.121551 loss_giou_dn: 0.401252 loss_class_aux_dn: 1.898279 loss_bbox_aux_dn: 0.732371 loss_giou_aux_dn: 2.255050 loss: 15.865258 eta: 36 days, 5:59:15 batch_cost: 0.8017 data_cost: 0.0009 ips: 9.9790 images/s [07/23 15:52:30] ppdet.engine INFO: Epoch: [6] [26200/54024] learning_rate: 0.000100 loss_class: 0.690162 loss_bbox: 0.121017 loss_giou: 0.529049 loss_class_aux: 4.281226 loss_bbox_aux: 0.812072 loss_giou_aux: 3.313896 loss_class_dn: 0.370130 loss_bbox_dn: 0.107316 loss_giou_dn: 0.417959 loss_class_aux_dn: 1.967201 loss_bbox_aux_dn: 0.659853 loss_giou_aux_dn: 2.395285 loss: 16.214133 eta: 36 days, 5:57:40 batch_cost: 0.8813 data_cost: 0.0013 ips: 9.0778 images/s [07/23 15:54:04] ppdet.engine INFO: Epoch: [6] [26300/54024] learning_rate: 0.000100 loss_class: 0.713008 loss_bbox: 0.114368 loss_giou: 0.524620 loss_class_aux: 4.369008 loss_bbox_aux: 0.731976 loss_giou_aux: 3.236302 loss_class_dn: 0.358749 loss_bbox_dn: 0.105461 loss_giou_dn: 0.387862 loss_class_aux_dn: 1.913436 loss_bbox_aux_dn: 0.642907 loss_giou_aux_dn: 2.177192 loss: 15.348218 eta: 36 days, 5:56:32 batch_cost: 0.8960 data_cost: 0.0010 ips: 8.9288 images/s [07/23 15:55:38] ppdet.engine INFO: Epoch: [6] [26400/54024] learning_rate: 0.000100 loss_class: 0.669018 loss_bbox: 0.109405 loss_giou: 0.518969 loss_class_aux: 4.211109 loss_bbox_aux: 0.716831 loss_giou_aux: 3.250122 loss_class_dn: 0.343889 loss_bbox_dn: 0.107908 loss_giou_dn: 0.399551 loss_class_aux_dn: 1.839816 loss_bbox_aux_dn: 0.655962 loss_giou_aux_dn: 2.279752 loss: 15.311456 eta: 36 days, 5:55:19 batch_cost: 0.8927 data_cost: 0.0332 ips: 8.9614 images/s [07/23 15:57:15] ppdet.engine INFO: Epoch: [6] [26500/54024] learning_rate: 0.000100 loss_class: 0.689717 loss_bbox: 0.108652 loss_giou: 0.513066 loss_class_aux: 4.285172 loss_bbox_aux: 0.727044 loss_giou_aux: 3.273437 loss_class_dn: 0.353942 loss_bbox_dn: 0.108463 loss_giou_dn: 0.400052 loss_class_aux_dn: 1.905197 loss_bbox_aux_dn: 0.665631 loss_giou_aux_dn: 2.253020 loss: 15.884622 eta: 36 days, 5:54:55 batch_cost: 0.9195 data_cost: 0.0010 ips: 8.7003 images/s [07/23 15:58:42] ppdet.engine INFO: Epoch: [6] [26600/54024] learning_rate: 0.000100 loss_class: 0.719704 loss_bbox: 0.115343 loss_giou: 0.511728 loss_class_aux: 4.447553 loss_bbox_aux: 0.742712 loss_giou_aux: 3.216615 loss_class_dn: 0.343992 loss_bbox_dn: 0.110813 loss_giou_dn: 0.381670 loss_class_aux_dn: 1.861068 loss_bbox_aux_dn: 0.666877 loss_giou_aux_dn: 2.169761 loss: 15.350209 eta: 36 days, 5:51:28 batch_cost: 0.8217 data_cost: 0.0010 ips: 9.7356 images/s [07/23 16:00:07] ppdet.engine INFO: Epoch: [6] [26700/54024] learning_rate: 0.000100 loss_class: 0.672743 loss_bbox: 0.113082 loss_giou: 0.492363 loss_class_aux: 4.212535 loss_bbox_aux: 0.735948 loss_giou_aux: 3.071934 loss_class_dn: 0.338167 loss_bbox_dn: 0.108298 loss_giou_dn: 0.383817 loss_class_aux_dn: 1.812569 loss_bbox_aux_dn: 0.660277 loss_giou_aux_dn: 2.170577 loss: 15.006145 eta: 36 days, 5:47:27 batch_cost: 0.8034 data_cost: 0.0010 ips: 9.9580 images/s [07/23 16:01:35] ppdet.engine INFO: Epoch: [6] [26800/54024] learning_rate: 0.000100 loss_class: 0.704912 loss_bbox: 0.114533 loss_giou: 0.491361 loss_class_aux: 4.403001 loss_bbox_aux: 0.762381 loss_giou_aux: 3.121392 loss_class_dn: 0.358205 loss_bbox_dn: 0.114735 loss_giou_dn: 0.394919 loss_class_aux_dn: 1.928775 loss_bbox_aux_dn: 0.701489 loss_giou_aux_dn: 2.207127 loss: 15.848135 eta: 36 days, 5:44:20 batch_cost: 0.8324 data_cost: 0.0010 ips: 9.6103 images/s [07/23 16:03:07] ppdet.engine INFO: Epoch: [6] [26900/54024] learning_rate: 0.000100 loss_class: 0.711711 loss_bbox: 0.110394 loss_giou: 0.540372 loss_class_aux: 4.474702 loss_bbox_aux: 0.720063 loss_giou_aux: 3.314873 loss_class_dn: 0.365560 loss_bbox_dn: 0.105936 loss_giou_dn: 0.408254 loss_class_aux_dn: 1.919676 loss_bbox_aux_dn: 0.657688 loss_giou_aux_dn: 2.341626 loss: 16.307222 eta: 36 days, 5:42:33 batch_cost: 0.8745 data_cost: 0.0010 ips: 9.1479 images/s [07/23 16:04:40] ppdet.engine INFO: Epoch: [6] [27000/54024] learning_rate: 0.000100 loss_class: 0.683377 loss_bbox: 0.117182 loss_giou: 0.527268 loss_class_aux: 4.239996 loss_bbox_aux: 0.774539 loss_giou_aux: 3.349418 loss_class_dn: 0.358083 loss_bbox_dn: 0.107401 loss_giou_dn: 0.415621 loss_class_aux_dn: 1.934525 loss_bbox_aux_dn: 0.662799 loss_giou_aux_dn: 2.328433 loss: 16.184901 eta: 36 days, 5:40:56 batch_cost: 0.8804 data_cost: 0.0021 ips: 9.0868 images/s [07/23 16:06:16] ppdet.engine INFO: Epoch: [6] [27100/54024] learning_rate: 0.000100 loss_class: 0.741429 loss_bbox: 0.120111 loss_giou: 0.510905 loss_class_aux: 4.441461 loss_bbox_aux: 0.789307 loss_giou_aux: 3.232111 loss_class_dn: 0.352723 loss_bbox_dn: 0.124011 loss_giou_dn: 0.405029 loss_class_aux_dn: 1.908021 loss_bbox_aux_dn: 0.752054 loss_giou_aux_dn: 2.314327 loss: 15.831914 eta: 36 days, 5:40:30 batch_cost: 0.9180 data_cost: 0.0010 ips: 8.7149 images/s [07/23 16:07:40] ppdet.engine INFO: Epoch: [6] [27200/54024] learning_rate: 0.000100 loss_class: 0.697799 loss_bbox: 0.110200 loss_giou: 0.464967 loss_class_aux: 4.272576 loss_bbox_aux: 0.723899 loss_giou_aux: 3.004860 loss_class_dn: 0.339143 loss_bbox_dn: 0.108518 loss_giou_dn: 0.373702 loss_class_aux_dn: 1.817249 loss_bbox_aux_dn: 0.659010 loss_giou_aux_dn: 2.139517 loss: 14.577034 eta: 36 days, 5:35:59 batch_cost: 0.7876 data_cost: 0.0011 ips: 10.1578 images/s [07/23 16:09:09] ppdet.engine INFO: Epoch: [6] [27300/54024] learning_rate: 0.000100 loss_class: 0.714698 loss_bbox: 0.121770 loss_giou: 0.519378 loss_class_aux: 4.488771 loss_bbox_aux: 0.774100 loss_giou_aux: 3.218108 loss_class_dn: 0.359211 loss_bbox_dn: 0.118667 loss_giou_dn: 0.418081 loss_class_aux_dn: 1.925494 loss_bbox_aux_dn: 0.685544 loss_giou_aux_dn: 2.360986 loss: 15.990630 eta: 36 days, 5:33:11 batch_cost: 0.8420 data_cost: 0.0011 ips: 9.5010 images/s [07/23 16:10:34] ppdet.engine INFO: Epoch: [6] [27400/54024] learning_rate: 0.000100 loss_class: 0.711567 loss_bbox: 0.124603 loss_giou: 0.549156 loss_class_aux: 4.490621 loss_bbox_aux: 0.804277 loss_giou_aux: 3.461405 loss_class_dn: 0.373495 loss_bbox_dn: 0.117201 loss_giou_dn: 0.433864 loss_class_aux_dn: 2.016647 loss_bbox_aux_dn: 0.701947 loss_giou_aux_dn: 2.457723 loss: 16.333084 eta: 36 days, 5:29:22 batch_cost: 0.8097 data_cost: 0.0172 ips: 9.8806 images/s [07/23 16:12:03] ppdet.engine INFO: Epoch: [6] [27500/54024] learning_rate: 0.000100 loss_class: 0.689952 loss_bbox: 0.115666 loss_giou: 0.474657 loss_class_aux: 4.237148 loss_bbox_aux: 0.766237 loss_giou_aux: 3.013431 loss_class_dn: 0.336755 loss_bbox_dn: 0.105063 loss_giou_dn: 0.372561 loss_class_aux_dn: 1.822038 loss_bbox_aux_dn: 0.641659 loss_giou_aux_dn: 2.116035 loss: 14.960490 eta: 36 days, 5:26:39 batch_cost: 0.8447 data_cost: 0.0010 ips: 9.4708 images/s [07/23 16:13:35] ppdet.engine INFO: Epoch: [6] [27600/54024] learning_rate: 0.000100 loss_class: 0.708797 loss_bbox: 0.118231 loss_giou: 0.539766 loss_class_aux: 4.355840 loss_bbox_aux: 0.757752 loss_giou_aux: 3.320565 loss_class_dn: 0.355999 loss_bbox_dn: 0.115334 loss_giou_dn: 0.417673 loss_class_aux_dn: 1.920848 loss_bbox_aux_dn: 0.713746 loss_giou_aux_dn: 2.410359 loss: 15.763047 eta: 36 days, 5:24:48 batch_cost: 0.8723 data_cost: 0.0017 ips: 9.1711 images/s [07/23 16:15:07] ppdet.engine INFO: Epoch: [6] [27700/54024] learning_rate: 0.000100 loss_class: 0.681279 loss_bbox: 0.116932 loss_giou: 0.490864 loss_class_aux: 4.245293 loss_bbox_aux: 0.762144 loss_giou_aux: 3.065881 loss_class_dn: 0.327779 loss_bbox_dn: 0.109704 loss_giou_dn: 0.379415 loss_class_aux_dn: 1.786336 loss_bbox_aux_dn: 0.707026 loss_giou_aux_dn: 2.157065 loss: 14.990770 eta: 36 days, 5:23:08 batch_cost: 0.8787 data_cost: 0.0194 ips: 9.1047 images/s [07/23 16:16:40] ppdet.engine INFO: Epoch: [6] [27800/54024] learning_rate: 0.000100 loss_class: 0.681366 loss_bbox: 0.121351 loss_giou: 0.468269 loss_class_aux: 4.346953 loss_bbox_aux: 0.774349 loss_giou_aux: 2.917746 loss_class_dn: 0.350647 loss_bbox_dn: 0.113460 loss_giou_dn: 0.366938 loss_class_aux_dn: 1.897557 loss_bbox_aux_dn: 0.670851 loss_giou_aux_dn: 2.117995 loss: 14.608417 eta: 36 days, 5:21:38 batch_cost: 0.8838 data_cost: 0.0083 ips: 9.0522 images/s [07/23 16:18:27] ppdet.engine INFO: Epoch: [6] [27900/54024] learning_rate: 0.000100 loss_class: 0.717351 loss_bbox: 0.123367 loss_giou: 0.484575 loss_class_aux: 4.533866 loss_bbox_aux: 0.781836 loss_giou_aux: 3.064652 loss_class_dn: 0.363138 loss_bbox_dn: 0.127786 loss_giou_dn: 0.402881 loss_class_aux_dn: 1.965237 loss_bbox_aux_dn: 0.754272 loss_giou_aux_dn: 2.285066 loss: 16.040047 eta: 36 days, 5:24:14 batch_cost: 1.0156 data_cost: 0.0516 ips: 7.8772 images/s [07/23 16:20:03] ppdet.engine INFO: Epoch: [6] [28000/54024] learning_rate: 0.000100 loss_class: 0.712570 loss_bbox: 0.117374 loss_giou: 0.544951 loss_class_aux: 4.403927 loss_bbox_aux: 0.747724 loss_giou_aux: 3.413718 loss_class_dn: 0.355204 loss_bbox_dn: 0.104787 loss_giou_dn: 0.414835 loss_class_aux_dn: 1.904772 loss_bbox_aux_dn: 0.660166 loss_giou_aux_dn: 2.373590 loss: 15.969457 eta: 36 days, 5:23:49 batch_cost: 0.9190 data_cost: 0.0558 ips: 8.7047 images/s [07/23 16:21:27] ppdet.engine INFO: Epoch: [6] [28100/54024] learning_rate: 0.000100 loss_class: 0.709083 loss_bbox: 0.110606 loss_giou: 0.485408 loss_class_aux: 4.409924 loss_bbox_aux: 0.748567 loss_giou_aux: 3.076862 loss_class_dn: 0.359722 loss_bbox_dn: 0.105097 loss_giou_dn: 0.383546 loss_class_aux_dn: 1.936473 loss_bbox_aux_dn: 0.658002 loss_giou_aux_dn: 2.199942 loss: 15.022115 eta: 36 days, 5:19:21 batch_cost: 0.7882 data_cost: 0.0046 ips: 10.1492 images/s [07/23 16:22:59] ppdet.engine INFO: Epoch: [6] [28200/54024] learning_rate: 0.000100 loss_class: 0.749068 loss_bbox: 0.115503 loss_giou: 0.543055 loss_class_aux: 4.639179 loss_bbox_aux: 0.745707 loss_giou_aux: 3.386677 loss_class_dn: 0.361764 loss_bbox_dn: 0.115100 loss_giou_dn: 0.421601 loss_class_aux_dn: 1.962986 loss_bbox_aux_dn: 0.686009 loss_giou_aux_dn: 2.377345 loss: 16.394120 eta: 36 days, 5:17:29 batch_cost: 0.8723 data_cost: 0.0400 ips: 9.1713 images/s [07/23 16:24:34] ppdet.engine INFO: Epoch: [6] [28300/54024] learning_rate: 0.000100 loss_class: 0.724761 loss_bbox: 0.121655 loss_giou: 0.513154 loss_class_aux: 4.516878 loss_bbox_aux: 0.764904 loss_giou_aux: 3.283689 loss_class_dn: 0.367432 loss_bbox_dn: 0.110197 loss_giou_dn: 0.397444 loss_class_aux_dn: 1.969090 loss_bbox_aux_dn: 0.677543 loss_giou_aux_dn: 2.217232 loss: 15.924870 eta: 36 days, 5:16:52 batch_cost: 0.9123 data_cost: 0.0011 ips: 8.7691 images/s [07/23 16:26:12] ppdet.engine INFO: Epoch: [6] [28400/54024] learning_rate: 0.000100 loss_class: 0.694203 loss_bbox: 0.121254 loss_giou: 0.521146 loss_class_aux: 4.256171 loss_bbox_aux: 0.801406 loss_giou_aux: 3.281427 loss_class_dn: 0.346174 loss_bbox_dn: 0.109034 loss_giou_dn: 0.417826 loss_class_aux_dn: 1.862249 loss_bbox_aux_dn: 0.672032 loss_giou_aux_dn: 2.322299 loss: 16.064981 eta: 36 days, 5:16:51 batch_cost: 0.9318 data_cost: 0.0011 ips: 8.5854 images/s [07/23 16:27:40] ppdet.engine INFO: Epoch: [6] [28500/54024] learning_rate: 0.000100 loss_class: 0.721393 loss_bbox: 0.126964 loss_giou: 0.556090 loss_class_aux: 4.516823 loss_bbox_aux: 0.818674 loss_giou_aux: 3.523748 loss_class_dn: 0.368360 loss_bbox_dn: 0.113696 loss_giou_dn: 0.408476 loss_class_aux_dn: 1.992218 loss_bbox_aux_dn: 0.690404 loss_giou_aux_dn: 2.366104 loss: 16.128455 eta: 36 days, 5:13:48 batch_cost: 0.8335 data_cost: 0.0013 ips: 9.5984 images/s [07/23 16:29:05] ppdet.engine INFO: Epoch: [6] [28600/54024] learning_rate: 0.000100 loss_class: 0.692543 loss_bbox: 0.111802 loss_giou: 0.495688 loss_class_aux: 4.235824 loss_bbox_aux: 0.735724 loss_giou_aux: 3.106967 loss_class_dn: 0.330779 loss_bbox_dn: 0.107481 loss_giou_dn: 0.381480 loss_class_aux_dn: 1.787834 loss_bbox_aux_dn: 0.669504 loss_giou_aux_dn: 2.138351 loss: 14.944780 eta: 36 days, 5:09:54 batch_cost: 0.8064 data_cost: 0.0010 ips: 9.9204 images/s [07/23 16:30:28] ppdet.engine INFO: Epoch: [6] [28700/54024] learning_rate: 0.000100 loss_class: 0.711727 loss_bbox: 0.110008 loss_giou: 0.506392 loss_class_aux: 4.456645 loss_bbox_aux: 0.734357 loss_giou_aux: 3.186769 loss_class_dn: 0.360120 loss_bbox_dn: 0.113821 loss_giou_dn: 0.396572 loss_class_aux_dn: 1.924404 loss_bbox_aux_dn: 0.690233 loss_giou_aux_dn: 2.277008 loss: 15.728730 eta: 36 days, 5:05:03 batch_cost: 0.7755 data_cost: 0.0010 ips: 10.3157 images/s [07/23 16:32:01] ppdet.engine INFO: Epoch: [6] [28800/54024] learning_rate: 0.000100 loss_class: 0.695632 loss_bbox: 0.108100 loss_giou: 0.475856 loss_class_aux: 4.260762 loss_bbox_aux: 0.732478 loss_giou_aux: 3.005102 loss_class_dn: 0.346060 loss_bbox_dn: 0.107514 loss_giou_dn: 0.386244 loss_class_aux_dn: 1.903308 loss_bbox_aux_dn: 0.664406 loss_giou_aux_dn: 2.197830 loss: 15.076968 eta: 36 days, 5:03:43 batch_cost: 0.8892 data_cost: 0.0032 ips: 8.9966 images/s [07/23 16:33:30] ppdet.engine INFO: Epoch: [6] [28900/54024] learning_rate: 0.000100 loss_class: 0.701239 loss_bbox: 0.115080 loss_giou: 0.524603 loss_class_aux: 4.334913 loss_bbox_aux: 0.748045 loss_giou_aux: 3.256854 loss_class_dn: 0.352053 loss_bbox_dn: 0.116591 loss_giou_dn: 0.408935 loss_class_aux_dn: 1.903053 loss_bbox_aux_dn: 0.719176 loss_giou_aux_dn: 2.281741 loss: 15.712780 eta: 36 days, 5:00:58 batch_cost: 0.8430 data_cost: 0.0532 ips: 9.4897 images/s [07/23 16:35:00] ppdet.engine INFO: Epoch: [6] [29000/54024] learning_rate: 0.000100 loss_class: 0.694915 loss_bbox: 0.122312 loss_giou: 0.535150 loss_class_aux: 4.351929 loss_bbox_aux: 0.796050 loss_giou_aux: 3.360232 loss_class_dn: 0.352035 loss_bbox_dn: 0.115635 loss_giou_dn: 0.404473 loss_class_aux_dn: 1.889217 loss_bbox_aux_dn: 0.715238 loss_giou_aux_dn: 2.307018 loss: 15.503231 eta: 36 days, 4:58:16 batch_cost: 0.8448 data_cost: 0.0120 ips: 9.4699 images/s [07/23 16:36:35] ppdet.engine INFO: Epoch: [6] [29100/54024] learning_rate: 0.000100 loss_class: 0.715687 loss_bbox: 0.118192 loss_giou: 0.522990 loss_class_aux: 4.369397 loss_bbox_aux: 0.775340 loss_giou_aux: 3.256699 loss_class_dn: 0.368680 loss_bbox_dn: 0.108631 loss_giou_dn: 0.410837 loss_class_aux_dn: 1.963895 loss_bbox_aux_dn: 0.660333 loss_giou_aux_dn: 2.380064 loss: 16.203116 eta: 36 days, 4:57:32 batch_cost: 0.9087 data_cost: 0.0795 ips: 8.8036 images/s [07/23 16:38:04] ppdet.engine INFO: Epoch: [6] [29200/54024] learning_rate: 0.000100 loss_class: 0.690423 loss_bbox: 0.113024 loss_giou: 0.515827 loss_class_aux: 4.359710 loss_bbox_aux: 0.733003 loss_giou_aux: 3.209591 loss_class_dn: 0.343953 loss_bbox_dn: 0.101223 loss_giou_dn: 0.391782 loss_class_aux_dn: 1.877448 loss_bbox_aux_dn: 0.620259 loss_giou_aux_dn: 2.192973 loss: 15.452920 eta: 36 days, 4:54:51 batch_cost: 0.8455 data_cost: 0.0010 ips: 9.4623 images/s [07/23 16:39:33] ppdet.engine INFO: Epoch: [6] [29300/54024] learning_rate: 0.000100 loss_class: 0.687143 loss_bbox: 0.120248 loss_giou: 0.512048 loss_class_aux: 4.309656 loss_bbox_aux: 0.788482 loss_giou_aux: 3.162335 loss_class_dn: 0.349341 loss_bbox_dn: 0.110498 loss_giou_dn: 0.381045 loss_class_aux_dn: 1.854335 loss_bbox_aux_dn: 0.688633 loss_giou_aux_dn: 2.190707 loss: 15.057139 eta: 36 days, 4:52:00 batch_cost: 0.8398 data_cost: 0.0010 ips: 9.5262 images/s [07/23 16:41:13] ppdet.engine INFO: Epoch: [6] [29400/54024] learning_rate: 0.000100 loss_class: 0.690284 loss_bbox: 0.107024 loss_giou: 0.516120 loss_class_aux: 4.333203 loss_bbox_aux: 0.707404 loss_giou_aux: 3.253930 loss_class_dn: 0.340931 loss_bbox_dn: 0.110834 loss_giou_dn: 0.384041 loss_class_aux_dn: 1.846493 loss_bbox_aux_dn: 0.666070 loss_giou_aux_dn: 2.169401 loss: 14.986824 eta: 36 days, 4:52:37 batch_cost: 0.9524 data_cost: 0.0102 ips: 8.3995 images/s [07/23 16:42:47] ppdet.engine INFO: Epoch: [6] [29500/54024] learning_rate: 0.000100 loss_class: 0.701990 loss_bbox: 0.110546 loss_giou: 0.545386 loss_class_aux: 4.394732 loss_bbox_aux: 0.739472 loss_giou_aux: 3.431562 loss_class_dn: 0.358095 loss_bbox_dn: 0.109040 loss_giou_dn: 0.416500 loss_class_aux_dn: 1.921155 loss_bbox_aux_dn: 0.668880 loss_giou_aux_dn: 2.360847 loss: 15.904340 eta: 36 days, 4:51:24 batch_cost: 0.8927 data_cost: 0.0012 ips: 8.9614 images/s [07/23 16:44:16] ppdet.engine INFO: Epoch: [6] [29600/54024] learning_rate: 0.000100 loss_class: 0.677817 loss_bbox: 0.113776 loss_giou: 0.535134 loss_class_aux: 4.174693 loss_bbox_aux: 0.745975 loss_giou_aux: 3.238392 loss_class_dn: 0.338116 loss_bbox_dn: 0.108461 loss_giou_dn: 0.396755 loss_class_aux_dn: 1.819167 loss_bbox_aux_dn: 0.680274 loss_giou_aux_dn: 2.237996 loss: 15.171608 eta: 36 days, 4:48:43 batch_cost: 0.8452 data_cost: 0.0369 ips: 9.4655 images/s [07/23 16:45:43] ppdet.engine INFO: Epoch: [6] [29700/54024] learning_rate: 0.000100 loss_class: 0.715565 loss_bbox: 0.114010 loss_giou: 0.513563 loss_class_aux: 4.448454 loss_bbox_aux: 0.748600 loss_giou_aux: 3.148017 loss_class_dn: 0.355395 loss_bbox_dn: 0.113824 loss_giou_dn: 0.410550 loss_class_aux_dn: 1.912915 loss_bbox_aux_dn: 0.696646 loss_giou_aux_dn: 2.291649 loss: 15.847322 eta: 36 days, 4:45:08 batch_cost: 0.8161 data_cost: 0.0010 ips: 9.8025 images/s [07/23 16:47:09] ppdet.engine INFO: Epoch: [6] [29800/54024] learning_rate: 0.000100 loss_class: 0.722343 loss_bbox: 0.118274 loss_giou: 0.552109 loss_class_aux: 4.536253 loss_bbox_aux: 0.762911 loss_giou_aux: 3.455371 loss_class_dn: 0.363594 loss_bbox_dn: 0.113881 loss_giou_dn: 0.429352 loss_class_aux_dn: 1.987736 loss_bbox_aux_dn: 0.681980 loss_giou_aux_dn: 2.435472 loss: 16.925634 eta: 36 days, 4:41:35 batch_cost: 0.8172 data_cost: 0.0383 ips: 9.7900 images/s [07/23 16:48:38] ppdet.engine INFO: Epoch: [6] [29900/54024] learning_rate: 0.000100 loss_class: 0.716152 loss_bbox: 0.123196 loss_giou: 0.542943 loss_class_aux: 4.483777 loss_bbox_aux: 0.812459 loss_giou_aux: 3.378563 loss_class_dn: 0.356443 loss_bbox_dn: 0.113353 loss_giou_dn: 0.414742 loss_class_aux_dn: 1.950565 loss_bbox_aux_dn: 0.693347 loss_giou_aux_dn: 2.361829 loss: 16.026273 eta: 36 days, 4:38:37 batch_cost: 0.8358 data_cost: 0.0567 ips: 9.5722 images/s [07/23 16:50:08] ppdet.engine INFO: Epoch: [6] [30000/54024] learning_rate: 0.000100 loss_class: 0.696962 loss_bbox: 0.105174 loss_giou: 0.474326 loss_class_aux: 4.246026 loss_bbox_aux: 0.690714 loss_giou_aux: 2.979271 loss_class_dn: 0.343476 loss_bbox_dn: 0.106355 loss_giou_dn: 0.369576 loss_class_aux_dn: 1.863554 loss_bbox_aux_dn: 0.640121 loss_giou_aux_dn: 2.116325 loss: 14.752885 eta: 36 days, 4:36:18 batch_cost: 0.8569 data_cost: 0.0012 ips: 9.3360 images/s [07/23 16:51:43] ppdet.engine INFO: Epoch: [6] [30100/54024] learning_rate: 0.000100 loss_class: 0.722002 loss_bbox: 0.120826 loss_giou: 0.497658 loss_class_aux: 4.504416 loss_bbox_aux: 0.775447 loss_giou_aux: 3.117314 loss_class_dn: 0.357473 loss_bbox_dn: 0.118392 loss_giou_dn: 0.385083 loss_class_aux_dn: 1.952494 loss_bbox_aux_dn: 0.733059 loss_giou_aux_dn: 2.209014 loss: 15.197491 eta: 36 days, 4:35:22 batch_cost: 0.9021 data_cost: 0.0011 ips: 8.8681 images/s [07/23 16:53:16] ppdet.engine INFO: Epoch: [6] [30200/54024] learning_rate: 0.000100 loss_class: 0.694028 loss_bbox: 0.121622 loss_giou: 0.516937 loss_class_aux: 4.355092 loss_bbox_aux: 0.762222 loss_giou_aux: 3.290436 loss_class_dn: 0.345271 loss_bbox_dn: 0.112055 loss_giou_dn: 0.404397 loss_class_aux_dn: 1.883167 loss_bbox_aux_dn: 0.681354 loss_giou_aux_dn: 2.321722 loss: 15.811509 eta: 36 days, 4:33:39 batch_cost: 0.8764 data_cost: 0.0159 ips: 9.1281 images/s [07/23 16:54:42] ppdet.engine INFO: Epoch: [6] [30300/54024] learning_rate: 0.000100 loss_class: 0.710504 loss_bbox: 0.113903 loss_giou: 0.497894 loss_class_aux: 4.407663 loss_bbox_aux: 0.738411 loss_giou_aux: 3.044673 loss_class_dn: 0.340192 loss_bbox_dn: 0.112082 loss_giou_dn: 0.396755 loss_class_aux_dn: 1.861083 loss_bbox_aux_dn: 0.691698 loss_giou_aux_dn: 2.181773 loss: 15.359516 eta: 36 days, 4:29:51 batch_cost: 0.8086 data_cost: 0.0011 ips: 9.8935 images/s [07/23 16:56:09] ppdet.engine INFO: Epoch: [6] [30400/54024] learning_rate: 0.000100 loss_class: 0.702416 loss_bbox: 0.122004 loss_giou: 0.528653 loss_class_aux: 4.373718 loss_bbox_aux: 0.788526 loss_giou_aux: 3.308740 loss_class_dn: 0.358553 loss_bbox_dn: 0.111724 loss_giou_dn: 0.410050 loss_class_aux_dn: 1.930485 loss_bbox_aux_dn: 0.687806 loss_giou_aux_dn: 2.338893 loss: 15.930215 eta: 36 days, 4:26:39 batch_cost: 0.8277 data_cost: 0.0011 ips: 9.6657 images/s [07/23 16:57:39] ppdet.engine INFO: Epoch: [6] [30500/54024] learning_rate: 0.000100 loss_class: 0.716318 loss_bbox: 0.120458 loss_giou: 0.560957 loss_class_aux: 4.299802 loss_bbox_aux: 0.797509 loss_giou_aux: 3.481507 loss_class_dn: 0.370273 loss_bbox_dn: 0.116197 loss_giou_dn: 0.440390 loss_class_aux_dn: 1.963638 loss_bbox_aux_dn: 0.723872 loss_giou_aux_dn: 2.413914 loss: 16.389102 eta: 36 days, 4:24:09 batch_cost: 0.8510 data_cost: 0.0011 ips: 9.4002 images/s [07/23 16:59:17] ppdet.engine INFO: Epoch: [6] [30600/54024] learning_rate: 0.000100 loss_class: 0.706462 loss_bbox: 0.113760 loss_giou: 0.521335 loss_class_aux: 4.378475 loss_bbox_aux: 0.743024 loss_giou_aux: 3.197723 loss_class_dn: 0.353305 loss_bbox_dn: 0.105632 loss_giou_dn: 0.401757 loss_class_aux_dn: 1.903270 loss_bbox_aux_dn: 0.661329 loss_giou_aux_dn: 2.290210 loss: 15.490075 eta: 36 days, 4:24:21 batch_cost: 0.9388 data_cost: 0.0010 ips: 8.5213 images/s [07/23 17:00:50] ppdet.engine INFO: Epoch: [6] [30700/54024] learning_rate: 0.000100 loss_class: 0.710723 loss_bbox: 0.117490 loss_giou: 0.549325 loss_class_aux: 4.451942 loss_bbox_aux: 0.752545 loss_giou_aux: 3.433518 loss_class_dn: 0.362106 loss_bbox_dn: 0.108373 loss_giou_dn: 0.412010 loss_class_aux_dn: 1.943387 loss_bbox_aux_dn: 0.658206 loss_giou_aux_dn: 2.304724 loss: 16.182254 eta: 36 days, 4:22:50 batch_cost: 0.8831 data_cost: 0.0154 ips: 9.0589 images/s [07/23 17:02:14] ppdet.engine INFO: Epoch: [6] [30800/54024] learning_rate: 0.000100 loss_class: 0.742643 loss_bbox: 0.113105 loss_giou: 0.499930 loss_class_aux: 4.609117 loss_bbox_aux: 0.735934 loss_giou_aux: 3.209721 loss_class_dn: 0.349656 loss_bbox_dn: 0.114489 loss_giou_dn: 0.392678 loss_class_aux_dn: 1.912974 loss_bbox_aux_dn: 0.686607 loss_giou_aux_dn: 2.214881 loss: 15.485967 eta: 36 days, 4:18:43 batch_cost: 0.7980 data_cost: 0.0010 ips: 10.0251 images/s [07/23 17:03:47] ppdet.engine INFO: Epoch: [6] [30900/54024] learning_rate: 0.000100 loss_class: 0.700030 loss_bbox: 0.110590 loss_giou: 0.489434 loss_class_aux: 4.344053 loss_bbox_aux: 0.741055 loss_giou_aux: 3.107911 loss_class_dn: 0.340462 loss_bbox_dn: 0.105258 loss_giou_dn: 0.384611 loss_class_aux_dn: 1.849447 loss_bbox_aux_dn: 0.655463 loss_giou_aux_dn: 2.167521 loss: 15.318022 eta: 36 days, 4:17:15 batch_cost: 0.8848 data_cost: 0.0707 ips: 9.0420 images/s [07/23 17:05:19] ppdet.engine INFO: Epoch: [6] [31000/54024] learning_rate: 0.000100 loss_class: 0.656313 loss_bbox: 0.114212 loss_giou: 0.519589 loss_class_aux: 4.107602 loss_bbox_aux: 0.745278 loss_giou_aux: 3.251349 loss_class_dn: 0.351152 loss_bbox_dn: 0.110862 loss_giou_dn: 0.393930 loss_class_aux_dn: 1.875524 loss_bbox_aux_dn: 0.674380 loss_giou_aux_dn: 2.255458 loss: 15.427123 eta: 36 days, 4:15:13 batch_cost: 0.8657 data_cost: 0.0010 ips: 9.2411 images/s [07/23 17:06:46] ppdet.engine INFO: Epoch: [6] [31100/54024] learning_rate: 0.000100 loss_class: 0.666894 loss_bbox: 0.115089 loss_giou: 0.531409 loss_class_aux: 4.150651 loss_bbox_aux: 0.743192 loss_giou_aux: 3.357814 loss_class_dn: 0.360760 loss_bbox_dn: 0.107381 loss_giou_dn: 0.413401 loss_class_aux_dn: 1.895089 loss_bbox_aux_dn: 0.656923 loss_giou_aux_dn: 2.356550 loss: 15.726221 eta: 36 days, 4:11:50 batch_cost: 0.8220 data_cost: 0.0011 ips: 9.7324 images/s [07/23 17:08:13] ppdet.engine INFO: Epoch: [6] [31200/54024] learning_rate: 0.000100 loss_class: 0.757235 loss_bbox: 0.119872 loss_giou: 0.530545 loss_class_aux: 4.685822 loss_bbox_aux: 0.759615 loss_giou_aux: 3.285589 loss_class_dn: 0.373528 loss_bbox_dn: 0.110939 loss_giou_dn: 0.417158 loss_class_aux_dn: 2.035815 loss_bbox_aux_dn: 0.676102 loss_giou_aux_dn: 2.351426 loss: 16.305413 eta: 36 days, 4:08:34 batch_cost: 0.8253 data_cost: 0.0011 ips: 9.6929 images/s [07/23 17:09:41] ppdet.engine INFO: Epoch: [6] [31300/54024] learning_rate: 0.000100 loss_class: 0.719802 loss_bbox: 0.114609 loss_giou: 0.460706 loss_class_aux: 4.543069 loss_bbox_aux: 0.754386 loss_giou_aux: 2.886996 loss_class_dn: 0.354466 loss_bbox_dn: 0.111006 loss_giou_dn: 0.363726 loss_class_aux_dn: 1.920869 loss_bbox_aux_dn: 0.688404 loss_giou_aux_dn: 2.081904 loss: 15.477018 eta: 36 days, 4:05:31 batch_cost: 0.8324 data_cost: 0.0132 ips: 9.6111 images/s [07/23 17:11:10] ppdet.engine INFO: Epoch: [6] [31400/54024] learning_rate: 0.000100 loss_class: 0.706102 loss_bbox: 0.113705 loss_giou: 0.506459 loss_class_aux: 4.385502 loss_bbox_aux: 0.732207 loss_giou_aux: 3.208249 loss_class_dn: 0.349635 loss_bbox_dn: 0.112269 loss_giou_dn: 0.400425 loss_class_aux_dn: 1.895069 loss_bbox_aux_dn: 0.679486 loss_giou_aux_dn: 2.277936 loss: 15.328699 eta: 36 days, 4:02:41 batch_cost: 0.8398 data_cost: 0.0467 ips: 9.5261 images/s [07/23 17:12:42] ppdet.engine INFO: Epoch: [6] [31500/54024] learning_rate: 0.000100 loss_class: 0.714306 loss_bbox: 0.119486 loss_giou: 0.504604 loss_class_aux: 4.501783 loss_bbox_aux: 0.795369 loss_giou_aux: 3.210131 loss_class_dn: 0.373125 loss_bbox_dn: 0.114199 loss_giou_dn: 0.407167 loss_class_aux_dn: 2.013083 loss_bbox_aux_dn: 0.704941 loss_giou_aux_dn: 2.294248 loss: 16.303041 eta: 36 days, 4:00:48 batch_cost: 0.8706 data_cost: 0.0010 ips: 9.1889 images/s [07/23 17:14:11] ppdet.engine INFO: Epoch: [6] [31600/54024] learning_rate: 0.000100 loss_class: 0.717969 loss_bbox: 0.119051 loss_giou: 0.538708 loss_class_aux: 4.459548 loss_bbox_aux: 0.791854 loss_giou_aux: 3.342663 loss_class_dn: 0.361623 loss_bbox_dn: 0.115509 loss_giou_dn: 0.414598 loss_class_aux_dn: 1.927744 loss_bbox_aux_dn: 0.719347 loss_giou_aux_dn: 2.336891 loss: 16.097005 eta: 36 days, 3:57:57 batch_cost: 0.8390 data_cost: 0.0224 ips: 9.5350 images/s [07/23 17:15:47] ppdet.engine INFO: Epoch: [6] [31700/54024] learning_rate: 0.000100 loss_class: 0.693896 loss_bbox: 0.123406 loss_giou: 0.536500 loss_class_aux: 4.330482 loss_bbox_aux: 0.782919 loss_giou_aux: 3.315106 loss_class_dn: 0.347000 loss_bbox_dn: 0.112270 loss_giou_dn: 0.399703 loss_class_aux_dn: 1.856317 loss_bbox_aux_dn: 0.694800 loss_giou_aux_dn: 2.290225 loss: 15.508504 eta: 36 days, 3:57:17 batch_cost: 0.9104 data_cost: 0.0011 ips: 8.7875 images/s [07/23 17:17:16] ppdet.engine INFO: Epoch: [6] [31800/54024] learning_rate: 0.000100 loss_class: 0.716932 loss_bbox: 0.112450 loss_giou: 0.501400 loss_class_aux: 4.429425 loss_bbox_aux: 0.736286 loss_giou_aux: 3.166645 loss_class_dn: 0.378814 loss_bbox_dn: 0.105003 loss_giou_dn: 0.409096 loss_class_aux_dn: 2.001286 loss_bbox_aux_dn: 0.655452 loss_giou_aux_dn: 2.347079 loss: 16.559478 eta: 36 days, 3:54:43 batch_cost: 0.8484 data_cost: 0.0010 ips: 9.4298 images/s [07/23 17:18:53] ppdet.engine INFO: Epoch: [6] [31900/54024] learning_rate: 0.000100 loss_class: 0.715839 loss_bbox: 0.112522 loss_giou: 0.488267 loss_class_aux: 4.513326 loss_bbox_aux: 0.758520 loss_giou_aux: 3.084920 loss_class_dn: 0.345265 loss_bbox_dn: 0.112259 loss_giou_dn: 0.386521 loss_class_aux_dn: 1.882144 loss_bbox_aux_dn: 0.686475 loss_giou_aux_dn: 2.194426 loss: 15.118567 eta: 36 days, 3:54:30 batch_cost: 0.9255 data_cost: 0.0031 ips: 8.6438 images/s [07/23 17:20:18] ppdet.engine INFO: Epoch: [6] [32000/54024] learning_rate: 0.000100 loss_class: 0.687696 loss_bbox: 0.115940 loss_giou: 0.490389 loss_class_aux: 4.380527 loss_bbox_aux: 0.745754 loss_giou_aux: 3.008675 loss_class_dn: 0.354534 loss_bbox_dn: 0.110327 loss_giou_dn: 0.385231 loss_class_aux_dn: 1.924707 loss_bbox_aux_dn: 0.693451 loss_giou_aux_dn: 2.214419 loss: 15.670531 eta: 36 days, 3:50:27 batch_cost: 0.7992 data_cost: 0.0010 ips: 10.0098 images/s [07/23 17:21:49] ppdet.engine INFO: Epoch: [6] [32100/54024] learning_rate: 0.000100 loss_class: 0.731387 loss_bbox: 0.118091 loss_giou: 0.502897 loss_class_aux: 4.560549 loss_bbox_aux: 0.807092 loss_giou_aux: 3.073040 loss_class_dn: 0.358614 loss_bbox_dn: 0.114423 loss_giou_dn: 0.401308 loss_class_aux_dn: 1.959463 loss_bbox_aux_dn: 0.699543 loss_giou_aux_dn: 2.266689 loss: 15.990625 eta: 36 days, 3:48:19 batch_cost: 0.8627 data_cost: 0.0010 ips: 9.2731 images/s [07/23 17:23:21] ppdet.engine INFO: Epoch: [6] [32200/54024] learning_rate: 0.000100 loss_class: 0.717892 loss_bbox: 0.115228 loss_giou: 0.495915 loss_class_aux: 4.408089 loss_bbox_aux: 0.768327 loss_giou_aux: 3.080237 loss_class_dn: 0.346859 loss_bbox_dn: 0.114262 loss_giou_dn: 0.380215 loss_class_aux_dn: 1.896208 loss_bbox_aux_dn: 0.692463 loss_giou_aux_dn: 2.168103 loss: 15.170555 eta: 36 days, 3:46:35 batch_cost: 0.8757 data_cost: 0.0302 ips: 9.1357 images/s [07/23 17:25:12] ppdet.engine INFO: Epoch: [6] [32300/54024] learning_rate: 0.000100 loss_class: 0.711708 loss_bbox: 0.116265 loss_giou: 0.555248 loss_class_aux: 4.459259 loss_bbox_aux: 0.772079 loss_giou_aux: 3.526765 loss_class_dn: 0.359361 loss_bbox_dn: 0.113319 loss_giou_dn: 0.439374 loss_class_aux_dn: 1.963616 loss_bbox_aux_dn: 0.694439 loss_giou_aux_dn: 2.417384 loss: 16.382181 eta: 36 days, 3:50:18 batch_cost: 1.0554 data_cost: 0.1657 ips: 7.5800 images/s [07/23 17:26:40] ppdet.engine INFO: Epoch: [6] [32400/54024] learning_rate: 0.000100 loss_class: 0.732326 loss_bbox: 0.112796 loss_giou: 0.513169 loss_class_aux: 4.647745 loss_bbox_aux: 0.760575 loss_giou_aux: 3.268952 loss_class_dn: 0.363822 loss_bbox_dn: 0.099703 loss_giou_dn: 0.403165 loss_class_aux_dn: 1.955941 loss_bbox_aux_dn: 0.620237 loss_giou_aux_dn: 2.230909 loss: 16.082794 eta: 36 days, 3:47:17 batch_cost: 0.8329 data_cost: 0.0011 ips: 9.6052 images/s [07/23 17:28:05] ppdet.engine INFO: Epoch: [6] [32500/54024] learning_rate: 0.000100 loss_class: 0.707399 loss_bbox: 0.115287 loss_giou: 0.507537 loss_class_aux: 4.376482 loss_bbox_aux: 0.760740 loss_giou_aux: 3.166888 loss_class_dn: 0.354931 loss_bbox_dn: 0.113189 loss_giou_dn: 0.405518 loss_class_aux_dn: 1.937260 loss_bbox_aux_dn: 0.691243 loss_giou_aux_dn: 2.294362 loss: 15.715490 eta: 36 days, 3:43:38 batch_cost: 0.8125 data_cost: 0.0231 ips: 9.8462 images/s [07/23 17:29:49] ppdet.engine INFO: Epoch: [6] [32600/54024] learning_rate: 0.000100 loss_class: 0.700841 loss_bbox: 0.112912 loss_giou: 0.513186 loss_class_aux: 4.389065 loss_bbox_aux: 0.761722 loss_giou_aux: 3.222532 loss_class_dn: 0.360798 loss_bbox_dn: 0.112607 loss_giou_dn: 0.416130 loss_class_aux_dn: 1.954119 loss_bbox_aux_dn: 0.704823 loss_giou_aux_dn: 2.331299 loss: 15.706639 eta: 36 days, 3:45:16 batch_cost: 0.9869 data_cost: 0.0011 ips: 8.1060 images/s [07/23 17:31:28] ppdet.engine INFO: Epoch: [6] [32700/54024] learning_rate: 0.000100 loss_class: 0.726942 loss_bbox: 0.116962 loss_giou: 0.493201 loss_class_aux: 4.535404 loss_bbox_aux: 0.773057 loss_giou_aux: 3.100424 loss_class_dn: 0.354531 loss_bbox_dn: 0.111648 loss_giou_dn: 0.416891 loss_class_aux_dn: 1.917044 loss_bbox_aux_dn: 0.712001 loss_giou_aux_dn: 2.359447 loss: 15.582512 eta: 36 days, 3:45:27 batch_cost: 0.9392 data_cost: 0.0014 ips: 8.5175 images/s [07/23 17:32:58] ppdet.engine INFO: Epoch: [6] [32800/54024] learning_rate: 0.000100 loss_class: 0.713820 loss_bbox: 0.117752 loss_giou: 0.501486 loss_class_aux: 4.431067 loss_bbox_aux: 0.752527 loss_giou_aux: 3.112071 loss_class_dn: 0.348119 loss_bbox_dn: 0.111696 loss_giou_dn: 0.399701 loss_class_aux_dn: 1.887630 loss_bbox_aux_dn: 0.683285 loss_giou_aux_dn: 2.269731 loss: 15.643495 eta: 36 days, 3:43:13 batch_cost: 0.8587 data_cost: 0.0011 ips: 9.3167 images/s [07/23 17:34:26] ppdet.engine INFO: Epoch: [6] [32900/54024] learning_rate: 0.000100 loss_class: 0.750032 loss_bbox: 0.119564 loss_giou: 0.520046 loss_class_aux: 4.590669 loss_bbox_aux: 0.762026 loss_giou_aux: 3.244456 loss_class_dn: 0.368285 loss_bbox_dn: 0.117640 loss_giou_dn: 0.425148 loss_class_aux_dn: 1.987280 loss_bbox_aux_dn: 0.705171 loss_giou_aux_dn: 2.376675 loss: 15.956238 eta: 36 days, 3:40:04 batch_cost: 0.8289 data_cost: 0.0011 ips: 9.6511 images/s [07/23 17:35:51] ppdet.engine INFO: Epoch: [6] [33000/54024] learning_rate: 0.000100 loss_class: 0.716016 loss_bbox: 0.119113 loss_giou: 0.525860 loss_class_aux: 4.421444 loss_bbox_aux: 0.799238 loss_giou_aux: 3.279713 loss_class_dn: 0.353867 loss_bbox_dn: 0.119479 loss_giou_dn: 0.412020 loss_class_aux_dn: 1.903219 loss_bbox_aux_dn: 0.737247 loss_giou_aux_dn: 2.328070 loss: 15.813915 eta: 36 days, 3:36:10 batch_cost: 0.8039 data_cost: 0.0010 ips: 9.9518 images/s [07/23 17:37:18] ppdet.engine INFO: Epoch: [6] [33100/54024] learning_rate: 0.000100 loss_class: 0.714180 loss_bbox: 0.116451 loss_giou: 0.556096 loss_class_aux: 4.443344 loss_bbox_aux: 0.790875 loss_giou_aux: 3.437271 loss_class_dn: 0.370932 loss_bbox_dn: 0.113682 loss_giou_dn: 0.414041 loss_class_aux_dn: 2.016229 loss_bbox_aux_dn: 0.682969 loss_giou_aux_dn: 2.392467 loss: 16.531531 eta: 36 days, 3:32:44 batch_cost: 0.8193 data_cost: 0.0010 ips: 9.7645 images/s [07/23 17:38:45] ppdet.engine INFO: Epoch: [6] [33200/54024] learning_rate: 0.000100 loss_class: 0.711173 loss_bbox: 0.119367 loss_giou: 0.529198 loss_class_aux: 4.431432 loss_bbox_aux: 0.793252 loss_giou_aux: 3.394680 loss_class_dn: 0.356516 loss_bbox_dn: 0.110696 loss_giou_dn: 0.416100 loss_class_aux_dn: 1.918187 loss_bbox_aux_dn: 0.696647 loss_giou_aux_dn: 2.325354 loss: 15.623383 eta: 36 days, 3:29:19 batch_cost: 0.8195 data_cost: 0.0020 ips: 9.7621 images/s [07/23 17:40:23] ppdet.engine INFO: Epoch: [6] [33300/54024] learning_rate: 0.000100 loss_class: 0.711958 loss_bbox: 0.115933 loss_giou: 0.560732 loss_class_aux: 4.438716 loss_bbox_aux: 0.763667 loss_giou_aux: 3.453642 loss_class_dn: 0.354358 loss_bbox_dn: 0.109860 loss_giou_dn: 0.422571 loss_class_aux_dn: 1.915074 loss_bbox_aux_dn: 0.671110 loss_giou_aux_dn: 2.387466 loss: 15.845334 eta: 36 days, 3:29:19 batch_cost: 0.9329 data_cost: 0.0011 ips: 8.5758 images/s [07/23 17:41:51] ppdet.engine INFO: Epoch: [6] [33400/54024] learning_rate: 0.000100 loss_class: 0.702551 loss_bbox: 0.119377 loss_giou: 0.493609 loss_class_aux: 4.328333 loss_bbox_aux: 0.790812 loss_giou_aux: 3.101961 loss_class_dn: 0.349488 loss_bbox_dn: 0.117881 loss_giou_dn: 0.386512 loss_class_aux_dn: 1.845675 loss_bbox_aux_dn: 0.725762 loss_giou_aux_dn: 2.215353 loss: 15.460828 eta: 36 days, 3:26:28 batch_cost: 0.8386 data_cost: 0.0012 ips: 9.5396 images/s [07/23 17:43:25] ppdet.engine INFO: Epoch: [6] [33500/54024] learning_rate: 0.000100 loss_class: 0.747267 loss_bbox: 0.118773 loss_giou: 0.591620 loss_class_aux: 4.567572 loss_bbox_aux: 0.804344 loss_giou_aux: 3.714741 loss_class_dn: 0.399954 loss_bbox_dn: 0.112502 loss_giou_dn: 0.474562 loss_class_aux_dn: 2.151652 loss_bbox_aux_dn: 0.679392 loss_giou_aux_dn: 2.659850 loss: 17.559091 eta: 36 days, 3:25:17 batch_cost: 0.8937 data_cost: 0.0249 ips: 8.9519 images/s [07/23 17:44:51] ppdet.engine INFO: Epoch: [6] [33600/54024] learning_rate: 0.000100 loss_class: 0.713187 loss_bbox: 0.123542 loss_giou: 0.510473 loss_class_aux: 4.415829 loss_bbox_aux: 0.792749 loss_giou_aux: 3.166955 loss_class_dn: 0.347593 loss_bbox_dn: 0.114277 loss_giou_dn: 0.397917 loss_class_aux_dn: 1.869280 loss_bbox_aux_dn: 0.699707 loss_giou_aux_dn: 2.279746 loss: 15.611053 eta: 36 days, 3:21:34 batch_cost: 0.8093 data_cost: 0.0274 ips: 9.8850 images/s [07/23 17:46:14] ppdet.engine INFO: Epoch: [6] [33700/54024] learning_rate: 0.000100 loss_class: 0.692483 loss_bbox: 0.111798 loss_giou: 0.510304 loss_class_aux: 4.240779 loss_bbox_aux: 0.744211 loss_giou_aux: 3.204349 loss_class_dn: 0.345247 loss_bbox_dn: 0.105738 loss_giou_dn: 0.397170 loss_class_aux_dn: 1.890265 loss_bbox_aux_dn: 0.647086 loss_giou_aux_dn: 2.270227 loss: 14.862829 eta: 36 days, 3:17:03 batch_cost: 0.7829 data_cost: 0.0011 ips: 10.2185 images/s [07/23 17:47:44] ppdet.engine INFO: Epoch: [6] [33800/54024] learning_rate: 0.000100 loss_class: 0.662915 loss_bbox: 0.106422 loss_giou: 0.488213 loss_class_aux: 4.089409 loss_bbox_aux: 0.707171 loss_giou_aux: 3.020942 loss_class_dn: 0.343717 loss_bbox_dn: 0.108997 loss_giou_dn: 0.384751 loss_class_aux_dn: 1.839193 loss_bbox_aux_dn: 0.674326 loss_giou_aux_dn: 2.181496 loss: 15.169684 eta: 36 days, 3:14:42 batch_cost: 0.8552 data_cost: 0.0023 ips: 9.3542 images/s [07/23 17:49:24] ppdet.engine INFO: Epoch: [6] [33900/54024] learning_rate: 0.000100 loss_class: 0.712510 loss_bbox: 0.111247 loss_giou: 0.520031 loss_class_aux: 4.357823 loss_bbox_aux: 0.737087 loss_giou_aux: 3.303491 loss_class_dn: 0.353658 loss_bbox_dn: 0.112594 loss_giou_dn: 0.419674 loss_class_aux_dn: 1.931998 loss_bbox_aux_dn: 0.686380 loss_giou_aux_dn: 2.417122 loss: 15.671888 eta: 36 days, 3:15:14 batch_cost: 0.9508 data_cost: 0.0018 ips: 8.4139 images/s [07/23 17:51:08] ppdet.engine INFO: Epoch: [6] [34000/54024] learning_rate: 0.000100 loss_class: 0.714336 loss_bbox: 0.124659 loss_giou: 0.495694 loss_class_aux: 4.359949 loss_bbox_aux: 0.818706 loss_giou_aux: 3.145236 loss_class_dn: 0.364076 loss_bbox_dn: 0.110891 loss_giou_dn: 0.386783 loss_class_aux_dn: 1.957106 loss_bbox_aux_dn: 0.701387 loss_giou_aux_dn: 2.206089 loss: 15.899568 eta: 36 days, 3:17:09 batch_cost: 0.9970 data_cost: 0.0617 ips: 8.0244 images/s [07/23 17:52:44] ppdet.engine INFO: Epoch: [6] [34100/54024] learning_rate: 0.000100 loss_class: 0.718307 loss_bbox: 0.120304 loss_giou: 0.521881 loss_class_aux: 4.497073 loss_bbox_aux: 0.781949 loss_giou_aux: 3.257071 loss_class_dn: 0.345336 loss_bbox_dn: 0.119419 loss_giou_dn: 0.388659 loss_class_aux_dn: 1.842050 loss_bbox_aux_dn: 0.746983 loss_giou_aux_dn: 2.205386 loss: 15.887261 eta: 36 days, 3:16:24 batch_cost: 0.9082 data_cost: 0.0010 ips: 8.8087 images/s [07/23 17:54:16] ppdet.engine INFO: Epoch: [6] [34200/54024] learning_rate: 0.000100 loss_class: 0.724724 loss_bbox: 0.112779 loss_giou: 0.497486 loss_class_aux: 4.519258 loss_bbox_aux: 0.741706 loss_giou_aux: 3.112527 loss_class_dn: 0.368990 loss_bbox_dn: 0.117552 loss_giou_dn: 0.412747 loss_class_aux_dn: 2.000299 loss_bbox_aux_dn: 0.694598 loss_giou_aux_dn: 2.353033 loss: 16.093184 eta: 36 days, 3:14:50 batch_cost: 0.8810 data_cost: 0.0157 ips: 9.0810 images/s [07/23 17:56:01] ppdet.engine INFO: Epoch: [6] [34300/54024] learning_rate: 0.000100 loss_class: 0.714984 loss_bbox: 0.115744 loss_giou: 0.493383 loss_class_aux: 4.398722 loss_bbox_aux: 0.784204 loss_giou_aux: 3.151187 loss_class_dn: 0.354441 loss_bbox_dn: 0.118152 loss_giou_dn: 0.396388 loss_class_aux_dn: 1.919394 loss_bbox_aux_dn: 0.709487 loss_giou_aux_dn: 2.220302 loss: 15.329918 eta: 36 days, 3:16:43 batch_cost: 0.9957 data_cost: 0.0012 ips: 8.0345 images/s [07/23 17:57:25] ppdet.engine INFO: Epoch: [6] [34400/54024] learning_rate: 0.000100 loss_class: 0.672860 loss_bbox: 0.111657 loss_giou: 0.503241 loss_class_aux: 4.233780 loss_bbox_aux: 0.738057 loss_giou_aux: 3.180773 loss_class_dn: 0.352178 loss_bbox_dn: 0.104978 loss_giou_dn: 0.393960 loss_class_aux_dn: 1.914919 loss_bbox_aux_dn: 0.690174 loss_giou_aux_dn: 2.219645 loss: 15.442250 eta: 36 days, 3:12:38 batch_cost: 0.7972 data_cost: 0.0011 ips: 10.0353 images/s [07/23 17:59:15] ppdet.engine INFO: Epoch: [6] [34500/54024] learning_rate: 0.000100 loss_class: 0.690400 loss_bbox: 0.117646 loss_giou: 0.512096 loss_class_aux: 4.277313 loss_bbox_aux: 0.755822 loss_giou_aux: 3.200097 loss_class_dn: 0.349262 loss_bbox_dn: 0.110571 loss_giou_dn: 0.383615 loss_class_aux_dn: 1.931436 loss_bbox_aux_dn: 0.681286 loss_giou_aux_dn: 2.212675 loss: 15.074990 eta: 36 days, 3:16:07 batch_cost: 1.0497 data_cost: 0.0011 ips: 7.6209 images/s [07/23 18:00:55] ppdet.engine INFO: Epoch: [6] [34600/54024] learning_rate: 0.000100 loss_class: 0.708169 loss_bbox: 0.111124 loss_giou: 0.490011 loss_class_aux: 4.370082 loss_bbox_aux: 0.737875 loss_giou_aux: 3.108540 loss_class_dn: 0.374819 loss_bbox_dn: 0.109707 loss_giou_dn: 0.398955 loss_class_aux_dn: 1.961758 loss_bbox_aux_dn: 0.667227 loss_giou_aux_dn: 2.322057 loss: 16.168900 eta: 36 days, 3:16:48 batch_cost: 0.9561 data_cost: 0.0011 ips: 8.3672 images/s [07/23 18:02:21] ppdet.engine INFO: Epoch: [6] [34700/54024] learning_rate: 0.000100 loss_class: 0.693190 loss_bbox: 0.115213 loss_giou: 0.472068 loss_class_aux: 4.309239 loss_bbox_aux: 0.761175 loss_giou_aux: 2.948281 loss_class_dn: 0.338847 loss_bbox_dn: 0.108333 loss_giou_dn: 0.371441 loss_class_aux_dn: 1.866525 loss_bbox_aux_dn: 0.676944 loss_giou_aux_dn: 2.158785 loss: 15.158342 eta: 36 days, 3:13:18 batch_cost: 0.8164 data_cost: 0.0120 ips: 9.7986 images/s [07/23 18:03:57] ppdet.engine INFO: Epoch: [6] [34800/54024] learning_rate: 0.000100 loss_class: 0.749924 loss_bbox: 0.124541 loss_giou: 0.520866 loss_class_aux: 4.650655 loss_bbox_aux: 0.808142 loss_giou_aux: 3.225247 loss_class_dn: 0.359652 loss_bbox_dn: 0.125170 loss_giou_dn: 0.411571 loss_class_aux_dn: 1.950978 loss_bbox_aux_dn: 0.728330 loss_giou_aux_dn: 2.344977 loss: 16.332536 eta: 36 days, 3:12:30 batch_cost: 0.9071 data_cost: 0.0011 ips: 8.8194 images/s [07/23 18:05:28] ppdet.engine INFO: Epoch: [6] [34900/54024] learning_rate: 0.000100 loss_class: 0.706628 loss_bbox: 0.110819 loss_giou: 0.554530 loss_class_aux: 4.373710 loss_bbox_aux: 0.747490 loss_giou_aux: 3.545105 loss_class_dn: 0.368260 loss_bbox_dn: 0.108589 loss_giou_dn: 0.423866 loss_class_aux_dn: 1.959339 loss_bbox_aux_dn: 0.668034 loss_giou_aux_dn: 2.441468 loss: 16.339963 eta: 36 days, 3:10:29 batch_cost: 0.8658 data_cost: 0.0012 ips: 9.2401 images/s [07/23 18:07:05] ppdet.engine INFO: Epoch: [6] [35000/54024] learning_rate: 0.000100 loss_class: 0.681895 loss_bbox: 0.109878 loss_giou: 0.485501 loss_class_aux: 4.185366 loss_bbox_aux: 0.709916 loss_giou_aux: 2.996197 loss_class_dn: 0.341821 loss_bbox_dn: 0.107937 loss_giou_dn: 0.382986 loss_class_aux_dn: 1.856256 loss_bbox_aux_dn: 0.669959 loss_giou_aux_dn: 2.136650 loss: 14.679183 eta: 36 days, 3:10:02 batch_cost: 0.9187 data_cost: 0.0341 ips: 8.7083 images/s [07/23 18:08:36] ppdet.engine INFO: Epoch: [6] [35100/54024] learning_rate: 0.000100 loss_class: 0.697879 loss_bbox: 0.115292 loss_giou: 0.525870 loss_class_aux: 4.370771 loss_bbox_aux: 0.762022 loss_giou_aux: 3.297668 loss_class_dn: 0.348546 loss_bbox_dn: 0.111427 loss_giou_dn: 0.390617 loss_class_aux_dn: 1.864927 loss_bbox_aux_dn: 0.678122 loss_giou_aux_dn: 2.220793 loss: 15.251031 eta: 36 days, 3:07:57 batch_cost: 0.8639 data_cost: 0.0015 ips: 9.2608 images/s [07/23 18:10:08] ppdet.engine INFO: Epoch: [6] [35200/54024] learning_rate: 0.000100 loss_class: 0.658352 loss_bbox: 0.109726 loss_giou: 0.510164 loss_class_aux: 4.111649 loss_bbox_aux: 0.727250 loss_giou_aux: 3.115282 loss_class_dn: 0.338526 loss_bbox_dn: 0.106473 loss_giou_dn: 0.383895 loss_class_aux_dn: 1.821643 loss_bbox_aux_dn: 0.658029 loss_giou_aux_dn: 2.154170 loss: 15.264247 eta: 36 days, 3:06:11 batch_cost: 0.8744 data_cost: 0.0055 ips: 9.1487 images/s [07/23 18:11:33] ppdet.engine INFO: Epoch: [6] [35300/54024] learning_rate: 0.000100 loss_class: 0.704741 loss_bbox: 0.118416 loss_giou: 0.481006 loss_class_aux: 4.414966 loss_bbox_aux: 0.773940 loss_giou_aux: 2.993488 loss_class_dn: 0.339222 loss_bbox_dn: 0.117630 loss_giou_dn: 0.370433 loss_class_aux_dn: 1.844157 loss_bbox_aux_dn: 0.725300 loss_giou_aux_dn: 2.096163 loss: 15.260702 eta: 36 days, 3:02:08 batch_cost: 0.7976 data_cost: 0.0202 ips: 10.0296 images/s [07/23 18:13:03] ppdet.engine INFO: Epoch: [6] [35400/54024] learning_rate: 0.000100 loss_class: 0.691032 loss_bbox: 0.113471 loss_giou: 0.503487 loss_class_aux: 4.304294 loss_bbox_aux: 0.742054 loss_giou_aux: 3.105903 loss_class_dn: 0.329957 loss_bbox_dn: 0.115069 loss_giou_dn: 0.370186 loss_class_aux_dn: 1.796945 loss_bbox_aux_dn: 0.688931 loss_giou_aux_dn: 2.117364 loss: 14.682910 eta: 36 days, 2:59:55 batch_cost: 0.8594 data_cost: 0.0013 ips: 9.3091 images/s [07/23 18:14:30] ppdet.engine INFO: Epoch: [6] [35500/54024] learning_rate: 0.000100 loss_class: 0.708897 loss_bbox: 0.114019 loss_giou: 0.545292 loss_class_aux: 4.380641 loss_bbox_aux: 0.755383 loss_giou_aux: 3.473935 loss_class_dn: 0.362191 loss_bbox_dn: 0.111132 loss_giou_dn: 0.419382 loss_class_aux_dn: 1.931443 loss_bbox_aux_dn: 0.698000 loss_giou_aux_dn: 2.359149 loss: 15.841431 eta: 36 days, 2:56:30 batch_cost: 0.8186 data_cost: 0.0011 ips: 9.7733 images/s [07/23 18:16:23] ppdet.engine INFO: Epoch: [6] [35600/54024] learning_rate: 0.000100 loss_class: 0.724944 loss_bbox: 0.120059 loss_giou: 0.480992 loss_class_aux: 4.576363 loss_bbox_aux: 0.801829 loss_giou_aux: 3.020288 loss_class_dn: 0.368594 loss_bbox_dn: 0.115191 loss_giou_dn: 0.391354 loss_class_aux_dn: 1.984846 loss_bbox_aux_dn: 0.715074 loss_giou_aux_dn: 2.250564 loss: 16.356612 eta: 36 days, 3:01:02 batch_cost: 1.0858 data_cost: 0.0013 ips: 7.3676 images/s [07/23 18:17:59] ppdet.engine INFO: Epoch: [6] [35700/54024] learning_rate: 0.000100 loss_class: 0.701504 loss_bbox: 0.110883 loss_giou: 0.469554 loss_class_aux: 4.417141 loss_bbox_aux: 0.707919 loss_giou_aux: 2.945092 loss_class_dn: 0.337839 loss_bbox_dn: 0.106878 loss_giou_dn: 0.383509 loss_class_aux_dn: 1.838137 loss_bbox_aux_dn: 0.662453 loss_giou_aux_dn: 2.190571 loss: 15.045581 eta: 36 days, 3:00:15 batch_cost: 0.9076 data_cost: 0.0013 ips: 8.8140 images/s [07/23 18:19:43] ppdet.engine INFO: Epoch: [6] [35800/54024] learning_rate: 0.000100 loss_class: 0.682304 loss_bbox: 0.111333 loss_giou: 0.462953 loss_class_aux: 4.219862 loss_bbox_aux: 0.728002 loss_giou_aux: 2.846987 loss_class_dn: 0.338112 loss_bbox_dn: 0.104638 loss_giou_dn: 0.358847 loss_class_aux_dn: 1.810134 loss_bbox_aux_dn: 0.649924 loss_giou_aux_dn: 2.052027 loss: 14.636939 eta: 36 days, 3:02:14 batch_cost: 1.0004 data_cost: 0.0010 ips: 7.9965 images/s [07/23 18:21:14] ppdet.engine INFO: Epoch: [6] [35900/54024] learning_rate: 0.000100 loss_class: 0.699882 loss_bbox: 0.115283 loss_giou: 0.534810 loss_class_aux: 4.351796 loss_bbox_aux: 0.759669 loss_giou_aux: 3.324942 loss_class_dn: 0.351123 loss_bbox_dn: 0.108972 loss_giou_dn: 0.403361 loss_class_aux_dn: 1.898910 loss_bbox_aux_dn: 0.686864 loss_giou_aux_dn: 2.307714 loss: 15.697592 eta: 36 days, 2:59:59 batch_cost: 0.8581 data_cost: 0.0010 ips: 9.3225 images/s [07/23 18:22:58] ppdet.engine INFO: Epoch: [6] [36000/54024] learning_rate: 0.000100 loss_class: 0.684786 loss_bbox: 0.101781 loss_giou: 0.494930 loss_class_aux: 4.283158 loss_bbox_aux: 0.676829 loss_giou_aux: 3.141269 loss_class_dn: 0.329955 loss_bbox_dn: 0.101062 loss_giou_dn: 0.389583 loss_class_aux_dn: 1.802023 loss_bbox_aux_dn: 0.651935 loss_giou_aux_dn: 2.175308 loss: 15.037363 eta: 36 days, 3:01:49 batch_cost: 0.9959 data_cost: 0.0012 ips: 8.0333 images/s [07/23 18:24:36] ppdet.engine INFO: Epoch: [6] [36100/54024] learning_rate: 0.000100 loss_class: 0.699884 loss_bbox: 0.125173 loss_giou: 0.527833 loss_class_aux: 4.313783 loss_bbox_aux: 0.815072 loss_giou_aux: 3.286113 loss_class_dn: 0.345500 loss_bbox_dn: 0.118464 loss_giou_dn: 0.414588 loss_class_aux_dn: 1.843703 loss_bbox_aux_dn: 0.703211 loss_giou_aux_dn: 2.313849 loss: 15.406897 eta: 36 days, 3:01:45 batch_cost: 0.9316 data_cost: 0.0010 ips: 8.5878 images/s [07/23 18:26:15] ppdet.engine INFO: Epoch: [6] [36200/54024] learning_rate: 0.000100 loss_class: 0.691754 loss_bbox: 0.112544 loss_giou: 0.488789 loss_class_aux: 4.386370 loss_bbox_aux: 0.729130 loss_giou_aux: 2.986637 loss_class_dn: 0.344185 loss_bbox_dn: 0.104847 loss_giou_dn: 0.384204 loss_class_aux_dn: 1.865997 loss_bbox_aux_dn: 0.659234 loss_giou_aux_dn: 2.179379 loss: 15.317408 eta: 36 days, 3:01:57 batch_cost: 0.9407 data_cost: 0.0107 ips: 8.5041 images/s [07/23 18:27:52] ppdet.engine INFO: Epoch: [6] [36300/54024] learning_rate: 0.000100 loss_class: 0.687074 loss_bbox: 0.113723 loss_giou: 0.510403 loss_class_aux: 4.223338 loss_bbox_aux: 0.729267 loss_giou_aux: 3.058189 loss_class_dn: 0.337972 loss_bbox_dn: 0.103403 loss_giou_dn: 0.370495 loss_class_aux_dn: 1.841995 loss_bbox_aux_dn: 0.623289 loss_giou_aux_dn: 2.124079 loss: 15.593007 eta: 36 days, 3:01:32 batch_cost: 0.9202 data_cost: 0.0452 ips: 8.6941 images/s [07/23 18:29:21] ppdet.engine INFO: Epoch: [6] [36400/54024] learning_rate: 0.000100 loss_class: 0.727831 loss_bbox: 0.121428 loss_giou: 0.510035 loss_class_aux: 4.491986 loss_bbox_aux: 0.792402 loss_giou_aux: 3.283634 loss_class_dn: 0.350930 loss_bbox_dn: 0.112193 loss_giou_dn: 0.414864 loss_class_aux_dn: 1.876270 loss_bbox_aux_dn: 0.671044 loss_giou_aux_dn: 2.333106 loss: 15.413449 eta: 36 days, 2:58:54 batch_cost: 0.8453 data_cost: 0.0012 ips: 9.4642 images/s [07/23 18:30:47] ppdet.engine INFO: Epoch: [6] [36500/54024] learning_rate: 0.000100 loss_class: 0.678046 loss_bbox: 0.117609 loss_giou: 0.506876 loss_class_aux: 4.233455 loss_bbox_aux: 0.760527 loss_giou_aux: 3.178996 loss_class_dn: 0.347089 loss_bbox_dn: 0.112471 loss_giou_dn: 0.379848 loss_class_aux_dn: 1.867062 loss_bbox_aux_dn: 0.701111 loss_giou_aux_dn: 2.171500 loss: 15.177636 eta: 36 days, 2:55:15 batch_cost: 0.8109 data_cost: 0.0030 ips: 9.8650 images/s [07/23 18:32:18] ppdet.engine INFO: Epoch: [6] [36600/54024] learning_rate: 0.000100 loss_class: 0.684443 loss_bbox: 0.109403 loss_giou: 0.489852 loss_class_aux: 4.277138 loss_bbox_aux: 0.713370 loss_giou_aux: 3.081634 loss_class_dn: 0.350918 loss_bbox_dn: 0.111877 loss_giou_dn: 0.402785 loss_class_aux_dn: 1.905449 loss_bbox_aux_dn: 0.669242 loss_giou_aux_dn: 2.248636 loss: 15.114964 eta: 36 days, 2:53:16 batch_cost: 0.8672 data_cost: 0.0011 ips: 9.2252 images/s [07/23 18:33:46] ppdet.engine INFO: Epoch: [6] [36700/54024] learning_rate: 0.000100 loss_class: 0.687374 loss_bbox: 0.116741 loss_giou: 0.531363 loss_class_aux: 4.230771 loss_bbox_aux: 0.763174 loss_giou_aux: 3.368570 loss_class_dn: 0.342059 loss_bbox_dn: 0.113364 loss_giou_dn: 0.403564 loss_class_aux_dn: 1.826564 loss_bbox_aux_dn: 0.694778 loss_giou_aux_dn: 2.316599 loss: 15.307441 eta: 36 days, 2:50:13 batch_cost: 0.8312 data_cost: 0.0011 ips: 9.6248 images/s [07/23 18:35:27] ppdet.engine INFO: Epoch: [6] [36800/54024] learning_rate: 0.000100 loss_class: 0.700553 loss_bbox: 0.111258 loss_giou: 0.476714 loss_class_aux: 4.293963 loss_bbox_aux: 0.725631 loss_giou_aux: 3.033173 loss_class_dn: 0.332523 loss_bbox_dn: 0.113135 loss_giou_dn: 0.380160 loss_class_aux_dn: 1.832308 loss_bbox_aux_dn: 0.675880 loss_giou_aux_dn: 2.109378 loss: 14.702676 eta: 36 days, 2:50:57 batch_cost: 0.9584 data_cost: 0.0012 ips: 8.3469 images/s [07/23 18:37:01] ppdet.engine INFO: Epoch: [6] [36900/54024] learning_rate: 0.000100 loss_class: 0.683689 loss_bbox: 0.124236 loss_giou: 0.479449 loss_class_aux: 4.314605 loss_bbox_aux: 0.793347 loss_giou_aux: 2.999182 loss_class_dn: 0.334067 loss_bbox_dn: 0.114946 loss_giou_dn: 0.384181 loss_class_aux_dn: 1.810793 loss_bbox_aux_dn: 0.708559 loss_giou_aux_dn: 2.174216 loss: 15.361922 eta: 36 days, 2:49:49 batch_cost: 0.8960 data_cost: 0.0012 ips: 8.9284 images/s [07/23 18:38:30] ppdet.engine INFO: Epoch: [6] [37000/54024] learning_rate: 0.000100 loss_class: 0.718778 loss_bbox: 0.121521 loss_giou: 0.468901 loss_class_aux: 4.428087 loss_bbox_aux: 0.789416 loss_giou_aux: 2.896742 loss_class_dn: 0.351050 loss_bbox_dn: 0.107472 loss_giou_dn: 0.376897 loss_class_aux_dn: 1.900864 loss_bbox_aux_dn: 0.681989 loss_giou_aux_dn: 2.177441 loss: 15.832670 eta: 36 days, 2:47:10 batch_cost: 0.8444 data_cost: 0.0240 ips: 9.4739 images/s [07/23 18:40:01] ppdet.engine INFO: Epoch: [6] [37100/54024] learning_rate: 0.000100 loss_class: 0.646767 loss_bbox: 0.110234 loss_giou: 0.481155 loss_class_aux: 4.033647 loss_bbox_aux: 0.708800 loss_giou_aux: 3.023606 loss_class_dn: 0.318420 loss_bbox_dn: 0.104708 loss_giou_dn: 0.375184 loss_class_aux_dn: 1.706559 loss_bbox_aux_dn: 0.661609 loss_giou_aux_dn: 2.088371 loss: 14.163153 eta: 36 days, 2:45:08 batch_cost: 0.8653 data_cost: 0.0025 ips: 9.2448 images/s [07/23 18:41:26] ppdet.engine INFO: Epoch: [6] [37200/54024] learning_rate: 0.000100 loss_class: 0.701028 loss_bbox: 0.112684 loss_giou: 0.511812 loss_class_aux: 4.337229 loss_bbox_aux: 0.759465 loss_giou_aux: 3.230769 loss_class_dn: 0.345046 loss_bbox_dn: 0.108950 loss_giou_dn: 0.400539 loss_class_aux_dn: 1.841280 loss_bbox_aux_dn: 0.674881 loss_giou_aux_dn: 2.307809 loss: 15.561989 eta: 36 days, 2:41:12 batch_cost: 0.8011 data_cost: 0.0011 ips: 9.9861 images/s [07/23 18:42:57] ppdet.engine INFO: Epoch: [6] [37300/54024] learning_rate: 0.000100 loss_class: 0.714759 loss_bbox: 0.120488 loss_giou: 0.517810 loss_class_aux: 4.431344 loss_bbox_aux: 0.768371 loss_giou_aux: 3.253607 loss_class_dn: 0.364678 loss_bbox_dn: 0.112141 loss_giou_dn: 0.399360 loss_class_aux_dn: 1.986710 loss_bbox_aux_dn: 0.686835 loss_giou_aux_dn: 2.253148 loss: 15.913453 eta: 36 days, 2:39:04 batch_cost: 0.8620 data_cost: 0.0012 ips: 9.2813 images/s [07/23 18:44:32] ppdet.engine INFO: Epoch: [6] [37400/54024] learning_rate: 0.000100 loss_class: 0.693267 loss_bbox: 0.107967 loss_giou: 0.503362 loss_class_aux: 4.255960 loss_bbox_aux: 0.699897 loss_giou_aux: 3.167735 loss_class_dn: 0.338433 loss_bbox_dn: 0.108489 loss_giou_dn: 0.386607 loss_class_aux_dn: 1.848612 loss_bbox_aux_dn: 0.686604 loss_giou_aux_dn: 2.178021 loss: 14.883585 eta: 36 days, 2:38:09 batch_cost: 0.9030 data_cost: 0.0061 ips: 8.8590 images/s [07/23 18:46:05] ppdet.engine INFO: Epoch: [6] [37500/54024] learning_rate: 0.000100 loss_class: 0.685248 loss_bbox: 0.121287 loss_giou: 0.503676 loss_class_aux: 4.221345 loss_bbox_aux: 0.772121 loss_giou_aux: 3.172725 loss_class_dn: 0.353927 loss_bbox_dn: 0.113719 loss_giou_dn: 0.396728 loss_class_aux_dn: 1.915870 loss_bbox_aux_dn: 0.695316 loss_giou_aux_dn: 2.242818 loss: 15.518356 eta: 36 days, 2:36:23 batch_cost: 0.8743 data_cost: 0.0011 ips: 9.1500 images/s [07/23 18:47:36] ppdet.engine INFO: Epoch: [6] [37600/54024] learning_rate: 0.000100 loss_class: 0.700018 loss_bbox: 0.114360 loss_giou: 0.516646 loss_class_aux: 4.408511 loss_bbox_aux: 0.743839 loss_giou_aux: 3.274402 loss_class_dn: 0.347312 loss_bbox_dn: 0.101314 loss_giou_dn: 0.391741 loss_class_aux_dn: 1.914833 loss_bbox_aux_dn: 0.633101 loss_giou_aux_dn: 2.232308 loss: 15.741597 eta: 36 days, 2:34:22 batch_cost: 0.8658 data_cost: 0.0018 ips: 9.2396 images/s [07/23 18:49:08] ppdet.engine INFO: Epoch: [6] [37700/54024] learning_rate: 0.000100 loss_class: 0.719472 loss_bbox: 0.115495 loss_giou: 0.495755 loss_class_aux: 4.450439 loss_bbox_aux: 0.741687 loss_giou_aux: 3.118030 loss_class_dn: 0.348507 loss_bbox_dn: 0.106796 loss_giou_dn: 0.382206 loss_class_aux_dn: 1.873778 loss_bbox_aux_dn: 0.665472 loss_giou_aux_dn: 2.206841 loss: 15.366720 eta: 36 days, 2:32:29 batch_cost: 0.8705 data_cost: 0.0012 ips: 9.1898 images/s [07/23 18:50:36] ppdet.engine INFO: Epoch: [6] [37800/54024] learning_rate: 0.000100 loss_class: 0.743628 loss_bbox: 0.110037 loss_giou: 0.537099 loss_class_aux: 4.603283 loss_bbox_aux: 0.736281 loss_giou_aux: 3.411995 loss_class_dn: 0.366932 loss_bbox_dn: 0.108918 loss_giou_dn: 0.421472 loss_class_aux_dn: 2.000768 loss_bbox_aux_dn: 0.676147 loss_giou_aux_dn: 2.412050 loss: 16.105917 eta: 36 days, 2:29:38 batch_cost: 0.8377 data_cost: 0.0011 ips: 9.5502 images/s [07/23 18:52:03] ppdet.engine INFO: Epoch: [6] [37900/54024] learning_rate: 0.000100 loss_class: 0.677774 loss_bbox: 0.116954 loss_giou: 0.480153 loss_class_aux: 4.144272 loss_bbox_aux: 0.763025 loss_giou_aux: 3.031329 loss_class_dn: 0.329692 loss_bbox_dn: 0.108609 loss_giou_dn: 0.378355 loss_class_aux_dn: 1.782543 loss_bbox_aux_dn: 0.647322 loss_giou_aux_dn: 2.201717 loss: 14.861954 eta: 36 days, 2:26:18 batch_cost: 0.8206 data_cost: 0.0011 ips: 9.7492 images/s [07/23 18:53:35] ppdet.engine INFO: Epoch: [6] [38000/54024] learning_rate: 0.000100 loss_class: 0.725749 loss_bbox: 0.121366 loss_giou: 0.465334 loss_class_aux: 4.467671 loss_bbox_aux: 0.800077 loss_giou_aux: 2.920243 loss_class_dn: 0.340778 loss_bbox_dn: 0.120430 loss_giou_dn: 0.370523 loss_class_aux_dn: 1.854083 loss_bbox_aux_dn: 0.743272 loss_giou_aux_dn: 2.109481 loss: 15.327551 eta: 36 days, 2:24:23 batch_cost: 0.8696 data_cost: 0.0011 ips: 9.1991 images/s [07/23 18:55:10] ppdet.engine INFO: Epoch: [6] [38100/54024] learning_rate: 0.000100 loss_class: 0.739439 loss_bbox: 0.117185 loss_giou: 0.558077 loss_class_aux: 4.575351 loss_bbox_aux: 0.779339 loss_giou_aux: 3.488153 loss_class_dn: 0.369466 loss_bbox_dn: 0.108466 loss_giou_dn: 0.426141 loss_class_aux_dn: 1.953836 loss_bbox_aux_dn: 0.684713 loss_giou_aux_dn: 2.420070 loss: 16.230074 eta: 36 days, 2:23:28 batch_cost: 0.9030 data_cost: 0.1006 ips: 8.8594 images/s [07/23 18:56:40] ppdet.engine INFO: Epoch: [6] [38200/54024] learning_rate: 0.000100 loss_class: 0.732547 loss_bbox: 0.123273 loss_giou: 0.517348 loss_class_aux: 4.553725 loss_bbox_aux: 0.783567 loss_giou_aux: 3.239360 loss_class_dn: 0.369700 loss_bbox_dn: 0.122830 loss_giou_dn: 0.404599 loss_class_aux_dn: 2.002393 loss_bbox_aux_dn: 0.749603 loss_giou_aux_dn: 2.288444 loss: 16.368921 eta: 36 days, 2:21:03 batch_cost: 0.8517 data_cost: 0.0158 ips: 9.3924 images/s [07/23 18:58:09] ppdet.engine INFO: Epoch: [6] [38300/54024] learning_rate: 0.000100 loss_class: 0.692448 loss_bbox: 0.120681 loss_giou: 0.504334 loss_class_aux: 4.320378 loss_bbox_aux: 0.772455 loss_giou_aux: 3.138778 loss_class_dn: 0.347637 loss_bbox_dn: 0.109255 loss_giou_dn: 0.415161 loss_class_aux_dn: 1.872270 loss_bbox_aux_dn: 0.671493 loss_giou_aux_dn: 2.341619 loss: 15.796672 eta: 36 days, 2:18:36 batch_cost: 0.8513 data_cost: 0.0032 ips: 9.3970 images/s [07/23 18:59:38] ppdet.engine INFO: Epoch: [6] [38400/54024] learning_rate: 0.000100 loss_class: 0.659680 loss_bbox: 0.103019 loss_giou: 0.487416 loss_class_aux: 4.050320 loss_bbox_aux: 0.677785 loss_giou_aux: 3.058897 loss_class_dn: 0.334104 loss_bbox_dn: 0.100621 loss_giou_dn: 0.392939 loss_class_aux_dn: 1.798778 loss_bbox_aux_dn: 0.643013 loss_giou_aux_dn: 2.177152 loss: 15.116220 eta: 36 days, 2:15:50 batch_cost: 0.8399 data_cost: 0.0011 ips: 9.5248 images/s [07/23 19:01:07] ppdet.engine INFO: Epoch: [6] [38500/54024] learning_rate: 0.000100 loss_class: 0.740255 loss_bbox: 0.124188 loss_giou: 0.535613 loss_class_aux: 4.564949 loss_bbox_aux: 0.812305 loss_giou_aux: 3.325114 loss_class_dn: 0.360935 loss_bbox_dn: 0.128054 loss_giou_dn: 0.407702 loss_class_aux_dn: 1.955150 loss_bbox_aux_dn: 0.778504 loss_giou_aux_dn: 2.288235 loss: 16.155704 eta: 36 days, 2:12:58 batch_cost: 0.8365 data_cost: 0.0153 ips: 9.5641 images/s [07/23 19:02:42] ppdet.engine INFO: Epoch: [6] [38600/54024] learning_rate: 0.000100 loss_class: 0.715749 loss_bbox: 0.113140 loss_giou: 0.509416 loss_class_aux: 4.397004 loss_bbox_aux: 0.752448 loss_giou_aux: 3.181131 loss_class_dn: 0.356857 loss_bbox_dn: 0.100970 loss_giou_dn: 0.396570 loss_class_aux_dn: 1.920379 loss_bbox_aux_dn: 0.628586 loss_giou_aux_dn: 2.253744 loss: 15.913732 eta: 36 days, 2:11:59 batch_cost: 0.9010 data_cost: 0.0617 ips: 8.8788 images/s [07/23 19:04:14] ppdet.engine INFO: Epoch: [6] [38700/54024] learning_rate: 0.000100 loss_class: 0.689742 loss_bbox: 0.115191 loss_giou: 0.520175 loss_class_aux: 4.315941 loss_bbox_aux: 0.741837 loss_giou_aux: 3.295027 loss_class_dn: 0.361605 loss_bbox_dn: 0.108438 loss_giou_dn: 0.407711 loss_class_aux_dn: 1.972851 loss_bbox_aux_dn: 0.678983 loss_giou_aux_dn: 2.343541 loss: 15.745353 eta: 36 days, 2:10:14 batch_cost: 0.8744 data_cost: 0.0318 ips: 9.1487 images/s [07/23 19:05:59] ppdet.engine INFO: Epoch: [6] [38800/54024] learning_rate: 0.000100 loss_class: 0.693121 loss_bbox: 0.112146 loss_giou: 0.498073 loss_class_aux: 4.267986 loss_bbox_aux: 0.728388 loss_giou_aux: 3.110179 loss_class_dn: 0.333378 loss_bbox_dn: 0.102198 loss_giou_dn: 0.384414 loss_class_aux_dn: 1.818140 loss_bbox_aux_dn: 0.632348 loss_giou_aux_dn: 2.196347 loss: 15.064463 eta: 36 days, 2:12:14 batch_cost: 1.0027 data_cost: 0.1329 ips: 7.9782 images/s [07/23 19:07:28] ppdet.engine INFO: Epoch: [6] [38900/54024] learning_rate: 0.000100 loss_class: 0.723379 loss_bbox: 0.127111 loss_giou: 0.513933 loss_class_aux: 4.469199 loss_bbox_aux: 0.828114 loss_giou_aux: 3.251006 loss_class_dn: 0.362492 loss_bbox_dn: 0.113179 loss_giou_dn: 0.405627 loss_class_aux_dn: 1.946397 loss_bbox_aux_dn: 0.690964 loss_giou_aux_dn: 2.323250 loss: 16.176024 eta: 36 days, 2:09:44 batch_cost: 0.8493 data_cost: 0.0130 ips: 9.4198 images/s [07/23 19:08:56] ppdet.engine INFO: Epoch: [6] [39000/54024] learning_rate: 0.000100 loss_class: 0.694961 loss_bbox: 0.118571 loss_giou: 0.548741 loss_class_aux: 4.338073 loss_bbox_aux: 0.786314 loss_giou_aux: 3.458960 loss_class_dn: 0.360170 loss_bbox_dn: 0.112294 loss_giou_dn: 0.412264 loss_class_aux_dn: 1.904797 loss_bbox_aux_dn: 0.670166 loss_giou_aux_dn: 2.306564 loss: 15.954440 eta: 36 days, 2:06:35 batch_cost: 0.8271 data_cost: 0.0011 ips: 9.6724 images/s [07/23 19:10:21] ppdet.engine INFO: Epoch: [6] [39100/54024] learning_rate: 0.000100 loss_class: 0.716843 loss_bbox: 0.123656 loss_giou: 0.520915 loss_class_aux: 4.455380 loss_bbox_aux: 0.799069 loss_giou_aux: 3.313349 loss_class_dn: 0.366863 loss_bbox_dn: 0.113089 loss_giou_dn: 0.403949 loss_class_aux_dn: 1.982500 loss_bbox_aux_dn: 0.674657 loss_giou_aux_dn: 2.291489 loss: 16.210871 eta: 36 days, 2:02:33 batch_cost: 0.7964 data_cost: 0.0016 ips: 10.0449 images/s [07/23 19:11:55] ppdet.engine INFO: Epoch: [6] [39200/54024] learning_rate: 0.000100 loss_class: 0.709028 loss_bbox: 0.118930 loss_giou: 0.463719 loss_class_aux: 4.366580 loss_bbox_aux: 0.781901 loss_giou_aux: 2.911673 loss_class_dn: 0.340627 loss_bbox_dn: 0.112674 loss_giou_dn: 0.383025 loss_class_aux_dn: 1.841011 loss_bbox_aux_dn: 0.660934 loss_giou_aux_dn: 2.192978 loss: 14.993652 eta: 36 days, 2:01:25 batch_cost: 0.8955 data_cost: 0.0068 ips: 8.9333 images/s [07/23 19:13:32] ppdet.engine INFO: Epoch: [6] [39300/54024] learning_rate: 0.000100 loss_class: 0.735489 loss_bbox: 0.122358 loss_giou: 0.485458 loss_class_aux: 4.619895 loss_bbox_aux: 0.820480 loss_giou_aux: 3.051383 loss_class_dn: 0.359728 loss_bbox_dn: 0.111155 loss_giou_dn: 0.389539 loss_class_aux_dn: 1.936380 loss_bbox_aux_dn: 0.667913 loss_giou_aux_dn: 2.284212 loss: 15.386309 eta: 36 days, 2:00:52 batch_cost: 0.9161 data_cost: 0.0642 ips: 8.7328 images/s [07/23 19:14:58] ppdet.engine INFO: Epoch: [6] [39400/54024] learning_rate: 0.000100 loss_class: 0.681423 loss_bbox: 0.115792 loss_giou: 0.537015 loss_class_aux: 4.216775 loss_bbox_aux: 0.749595 loss_giou_aux: 3.349553 loss_class_dn: 0.356782 loss_bbox_dn: 0.110569 loss_giou_dn: 0.404594 loss_class_aux_dn: 1.944310 loss_bbox_aux_dn: 0.672266 loss_giou_aux_dn: 2.285359 loss: 15.909531 eta: 36 days, 1:57:21 batch_cost: 0.8139 data_cost: 0.0015 ips: 9.8293 images/s [07/23 19:16:35] ppdet.engine INFO: Epoch: [6] [39500/54024] learning_rate: 0.000100 loss_class: 0.682873 loss_bbox: 0.114547 loss_giou: 0.491013 loss_class_aux: 4.226274 loss_bbox_aux: 0.720393 loss_giou_aux: 3.085322 loss_class_dn: 0.346495 loss_bbox_dn: 0.108737 loss_giou_dn: 0.379980 loss_class_aux_dn: 1.843218 loss_bbox_aux_dn: 0.651674 loss_giou_aux_dn: 2.163357 loss: 15.244374 eta: 36 days, 1:56:58 batch_cost: 0.9214 data_cost: 0.0011 ips: 8.6824 images/s [07/23 19:18:15] ppdet.engine INFO: Epoch: [6] [39600/54024] learning_rate: 0.000100 loss_class: 0.707031 loss_bbox: 0.116677 loss_giou: 0.544519 loss_class_aux: 4.375415 loss_bbox_aux: 0.772285 loss_giou_aux: 3.426991 loss_class_dn: 0.363291 loss_bbox_dn: 0.118324 loss_giou_dn: 0.427107 loss_class_aux_dn: 1.917826 loss_bbox_aux_dn: 0.704254 loss_giou_aux_dn: 2.452830 loss: 16.169883 eta: 36 days, 1:57:30 batch_cost: 0.9530 data_cost: 0.0011 ips: 8.3948 images/s [07/23 19:19:44] ppdet.engine INFO: Epoch: [6] [39700/54024] learning_rate: 0.000100 loss_class: 0.716616 loss_bbox: 0.117285 loss_giou: 0.529925 loss_class_aux: 4.521118 loss_bbox_aux: 0.750098 loss_giou_aux: 3.357328 loss_class_dn: 0.351951 loss_bbox_dn: 0.106682 loss_giou_dn: 0.402967 loss_class_aux_dn: 1.875110 loss_bbox_aux_dn: 0.672709 loss_giou_aux_dn: 2.295971 loss: 15.654358 eta: 36 days, 1:54:50 batch_cost: 0.8430 data_cost: 0.0012 ips: 9.4896 images/s [07/23 19:21:08] ppdet.engine INFO: Epoch: [6] [39800/54024] learning_rate: 0.000100 loss_class: 0.688464 loss_bbox: 0.115868 loss_giou: 0.494708 loss_class_aux: 4.336134 loss_bbox_aux: 0.757295 loss_giou_aux: 3.184347 loss_class_dn: 0.354425 loss_bbox_dn: 0.119445 loss_giou_dn: 0.393646 loss_class_aux_dn: 1.893381 loss_bbox_aux_dn: 0.740120 loss_giou_aux_dn: 2.229012 loss: 16.013987 eta: 36 days, 1:50:40 batch_cost: 0.7919 data_cost: 0.0011 ips: 10.1026 images/s [07/23 19:22:34] ppdet.engine INFO: Epoch: [6] [39900/54024] learning_rate: 0.000100 loss_class: 0.703375 loss_bbox: 0.109735 loss_giou: 0.530031 loss_class_aux: 4.420902 loss_bbox_aux: 0.763738 loss_giou_aux: 3.300377 loss_class_dn: 0.368009 loss_bbox_dn: 0.110351 loss_giou_dn: 0.410708 loss_class_aux_dn: 1.968123 loss_bbox_aux_dn: 0.691262 loss_giou_aux_dn: 2.289772 loss: 16.146912 eta: 36 days, 1:47:22 batch_cost: 0.8213 data_cost: 0.0010 ips: 9.7407 images/s [07/23 19:24:09] ppdet.engine INFO: Epoch: [6] [40000/54024] learning_rate: 0.000100 loss_class: 0.672854 loss_bbox: 0.105172 loss_giou: 0.464964 loss_class_aux: 4.167224 loss_bbox_aux: 0.684365 loss_giou_aux: 2.882072 loss_class_dn: 0.324342 loss_bbox_dn: 0.105097 loss_giou_dn: 0.349369 loss_class_aux_dn: 1.760924 loss_bbox_aux_dn: 0.657978 loss_giou_aux_dn: 2.059306 loss: 14.357085 eta: 36 days, 1:46:23 batch_cost: 0.9007 data_cost: 0.0010 ips: 8.8820 images/s [07/23 19:25:31] ppdet.engine INFO: Epoch: [6] [40100/54024] learning_rate: 0.000100 loss_class: 0.694863 loss_bbox: 0.109673 loss_giou: 0.493469 loss_class_aux: 4.381192 loss_bbox_aux: 0.723039 loss_giou_aux: 3.118921 loss_class_dn: 0.347258 loss_bbox_dn: 0.112309 loss_giou_dn: 0.373025 loss_class_aux_dn: 1.847541 loss_bbox_aux_dn: 0.683391 loss_giou_aux_dn: 2.144215 loss: 15.091950 eta: 36 days, 1:41:49 batch_cost: 0.7780 data_cost: 0.0010 ips: 10.2829 images/s [07/23 19:27:06] ppdet.engine INFO: Epoch: [6] [40200/54024] learning_rate: 0.000100 loss_class: 0.704571 loss_bbox: 0.110690 loss_giou: 0.525879 loss_class_aux: 4.381824 loss_bbox_aux: 0.750604 loss_giou_aux: 3.307238 loss_class_dn: 0.351722 loss_bbox_dn: 0.101998 loss_giou_dn: 0.407847 loss_class_aux_dn: 1.883220 loss_bbox_aux_dn: 0.637211 loss_giou_aux_dn: 2.328729 loss: 15.958568 eta: 36 days, 1:40:42 batch_cost: 0.8960 data_cost: 0.0389 ips: 8.9287 images/s [07/23 19:28:38] ppdet.engine INFO: Epoch: [6] [40300/54024] learning_rate: 0.000100 loss_class: 0.728169 loss_bbox: 0.121053 loss_giou: 0.524913 loss_class_aux: 4.499423 loss_bbox_aux: 0.782232 loss_giou_aux: 3.275611 loss_class_dn: 0.366537 loss_bbox_dn: 0.113281 loss_giou_dn: 0.420986 loss_class_aux_dn: 1.958135 loss_bbox_aux_dn: 0.690437 loss_giou_aux_dn: 2.407542 loss: 16.131711 eta: 36 days, 1:39:09 batch_cost: 0.8816 data_cost: 0.0067 ips: 9.0746 images/s [07/23 19:30:12] ppdet.engine INFO: Epoch: [6] [40400/54024] learning_rate: 0.000100 loss_class: 0.677053 loss_bbox: 0.112385 loss_giou: 0.499871 loss_class_aux: 4.258982 loss_bbox_aux: 0.742974 loss_giou_aux: 3.146244 loss_class_dn: 0.343204 loss_bbox_dn: 0.111640 loss_giou_dn: 0.399665 loss_class_aux_dn: 1.852176 loss_bbox_aux_dn: 0.677120 loss_giou_aux_dn: 2.222241 loss: 15.748351 eta: 36 days, 1:37:47 batch_cost: 0.8873 data_cost: 0.0011 ips: 9.0157 images/s [07/23 19:31:46] ppdet.engine INFO: Epoch: [6] [40500/54024] learning_rate: 0.000100 loss_class: 0.752061 loss_bbox: 0.128131 loss_giou: 0.608286 loss_class_aux: 4.618322 loss_bbox_aux: 0.829100 loss_giou_aux: 3.819218 loss_class_dn: 0.392388 loss_bbox_dn: 0.127866 loss_giou_dn: 0.458198 loss_class_aux_dn: 2.095058 loss_bbox_aux_dn: 0.747082 loss_giou_aux_dn: 2.568946 loss: 17.627749 eta: 36 days, 1:36:31 batch_cost: 0.8910 data_cost: 0.0127 ips: 8.9788 images/s [07/23 19:33:17] ppdet.engine INFO: Epoch: [6] [40600/54024] learning_rate: 0.000100 loss_class: 0.720764 loss_bbox: 0.118162 loss_giou: 0.523539 loss_class_aux: 4.430491 loss_bbox_aux: 0.767517 loss_giou_aux: 3.279858 loss_class_dn: 0.350877 loss_bbox_dn: 0.119716 loss_giou_dn: 0.404856 loss_class_aux_dn: 1.911337 loss_bbox_aux_dn: 0.718934 loss_giou_aux_dn: 2.276764 loss: 15.994065 eta: 36 days, 1:34:32 batch_cost: 0.8665 data_cost: 0.0106 ips: 9.2324 images/s [07/23 19:34:43] ppdet.engine INFO: Epoch: [6] [40700/54024] learning_rate: 0.000100 loss_class: 0.703104 loss_bbox: 0.111179 loss_giou: 0.527695 loss_class_aux: 4.410156 loss_bbox_aux: 0.719784 loss_giou_aux: 3.285031 loss_class_dn: 0.358970 loss_bbox_dn: 0.095339 loss_giou_dn: 0.403621 loss_class_aux_dn: 1.960038 loss_bbox_aux_dn: 0.605928 loss_giou_aux_dn: 2.341272 loss: 15.649618 eta: 36 days, 1:30:39 batch_cost: 0.8010 data_cost: 0.0018 ips: 9.9879 images/s [07/23 19:36:11] ppdet.engine INFO: Epoch: [6] [40800/54024] learning_rate: 0.000100 loss_class: 0.702010 loss_bbox: 0.113154 loss_giou: 0.474329 loss_class_aux: 4.327384 loss_bbox_aux: 0.731916 loss_giou_aux: 3.011849 loss_class_dn: 0.335699 loss_bbox_dn: 0.109342 loss_giou_dn: 0.381839 loss_class_aux_dn: 1.821676 loss_bbox_aux_dn: 0.671404 loss_giou_aux_dn: 2.208250 loss: 14.994014 eta: 36 days, 1:27:52 batch_cost: 0.8388 data_cost: 0.0010 ips: 9.5369 images/s [07/23 19:37:44] ppdet.engine INFO: Epoch: [6] [40900/54024] learning_rate: 0.000100 loss_class: 0.714605 loss_bbox: 0.119221 loss_giou: 0.492246 loss_class_aux: 4.445415 loss_bbox_aux: 0.774125 loss_giou_aux: 3.103423 loss_class_dn: 0.361815 loss_bbox_dn: 0.118637 loss_giou_dn: 0.392917 loss_class_aux_dn: 1.943742 loss_bbox_aux_dn: 0.694777 loss_giou_aux_dn: 2.217450 loss: 15.801894 eta: 36 days, 1:26:27 batch_cost: 0.8860 data_cost: 0.0016 ips: 9.0291 images/s [07/23 19:39:11] ppdet.engine INFO: Epoch: [6] [41000/54024] learning_rate: 0.000100 loss_class: 0.705243 loss_bbox: 0.120078 loss_giou: 0.496837 loss_class_aux: 4.308621 loss_bbox_aux: 0.788778 loss_giou_aux: 3.129178 loss_class_dn: 0.348329 loss_bbox_dn: 0.120104 loss_giou_dn: 0.367005 loss_class_aux_dn: 1.920326 loss_bbox_aux_dn: 0.719057 loss_giou_aux_dn: 2.134688 loss: 15.413113 eta: 36 days, 1:23:08 batch_cost: 0.8201 data_cost: 0.0011 ips: 9.7548 images/s [07/23 19:40:38] ppdet.engine INFO: Epoch: [6] [41100/54024] learning_rate: 0.000100 loss_class: 0.681929 loss_bbox: 0.112357 loss_giou: 0.458841 loss_class_aux: 4.201716 loss_bbox_aux: 0.740257 loss_giou_aux: 2.882850 loss_class_dn: 0.335622 loss_bbox_dn: 0.107943 loss_giou_dn: 0.359873 loss_class_aux_dn: 1.831049 loss_bbox_aux_dn: 0.667506 loss_giou_aux_dn: 2.055203 loss: 14.809383 eta: 36 days, 1:19:40 batch_cost: 0.8148 data_cost: 0.0012 ips: 9.8185 images/s [07/23 19:42:18] ppdet.engine INFO: Epoch: [6] [41200/54024] learning_rate: 0.000100 loss_class: 0.734065 loss_bbox: 0.125057 loss_giou: 0.508988 loss_class_aux: 4.558049 loss_bbox_aux: 0.790815 loss_giou_aux: 3.214025 loss_class_dn: 0.355536 loss_bbox_dn: 0.119880 loss_giou_dn: 0.393245 loss_class_aux_dn: 1.943861 loss_bbox_aux_dn: 0.719973 loss_giou_aux_dn: 2.235391 loss: 15.635616 eta: 36 days, 1:20:06 batch_cost: 0.9499 data_cost: 0.1004 ips: 8.4221 images/s [07/23 19:43:57] ppdet.engine INFO: Epoch: [6] [41300/54024] learning_rate: 0.000100 loss_class: 0.706593 loss_bbox: 0.112619 loss_giou: 0.518007 loss_class_aux: 4.387596 loss_bbox_aux: 0.739680 loss_giou_aux: 3.261180 loss_class_dn: 0.360188 loss_bbox_dn: 0.112281 loss_giou_dn: 0.405383 loss_class_aux_dn: 1.957838 loss_bbox_aux_dn: 0.685511 loss_giou_aux_dn: 2.289400 loss: 15.566986 eta: 36 days, 1:20:21 batch_cost: 0.9436 data_cost: 0.0011 ips: 8.4778 images/s [07/23 19:45:33] ppdet.engine INFO: Epoch: [6] [41400/54024] learning_rate: 0.000100 loss_class: 0.701062 loss_bbox: 0.118790 loss_giou: 0.534902 loss_class_aux: 4.393989 loss_bbox_aux: 0.782755 loss_giou_aux: 3.356567 loss_class_dn: 0.347133 loss_bbox_dn: 0.116495 loss_giou_dn: 0.411291 loss_class_aux_dn: 1.887725 loss_bbox_aux_dn: 0.687030 loss_giou_aux_dn: 2.346233 loss: 15.799649 eta: 36 days, 1:19:46 batch_cost: 0.9143 data_cost: 0.0018 ips: 8.7494 images/s [07/23 19:47:03] ppdet.engine INFO: Epoch: [6] [41500/54024] learning_rate: 0.000100 loss_class: 0.716502 loss_bbox: 0.115472 loss_giou: 0.515989 loss_class_aux: 4.422813 loss_bbox_aux: 0.782695 loss_giou_aux: 3.282767 loss_class_dn: 0.370581 loss_bbox_dn: 0.110101 loss_giou_dn: 0.390934 loss_class_aux_dn: 1.966512 loss_bbox_aux_dn: 0.669211 loss_giou_aux_dn: 2.229204 loss: 15.782130 eta: 36 days, 1:17:14 batch_cost: 0.8474 data_cost: 0.0016 ips: 9.4409 images/s [07/23 19:48:42] ppdet.engine INFO: Epoch: [6] [41600/54024] learning_rate: 0.000100 loss_class: 0.711576 loss_bbox: 0.117440 loss_giou: 0.542911 loss_class_aux: 4.308678 loss_bbox_aux: 0.778515 loss_giou_aux: 3.452010 loss_class_dn: 0.364036 loss_bbox_dn: 0.107269 loss_giou_dn: 0.403797 loss_class_aux_dn: 1.955438 loss_bbox_aux_dn: 0.665116 loss_giou_aux_dn: 2.257677 loss: 15.881657 eta: 36 days, 1:17:25 batch_cost: 0.9414 data_cost: 0.0875 ips: 8.4982 images/s [07/23 19:50:21] ppdet.engine INFO: Epoch: [6] [41700/54024] learning_rate: 0.000100 loss_class: 0.708978 loss_bbox: 0.108400 loss_giou: 0.476508 loss_class_aux: 4.357102 loss_bbox_aux: 0.724601 loss_giou_aux: 3.013982 loss_class_dn: 0.333948 loss_bbox_dn: 0.107581 loss_giou_dn: 0.379969 loss_class_aux_dn: 1.808046 loss_bbox_aux_dn: 0.656253 loss_giou_aux_dn: 2.148917 loss: 14.991560 eta: 36 days, 1:17:47 batch_cost: 0.9478 data_cost: 0.0017 ips: 8.4406 images/s [07/23 19:51:52] ppdet.engine INFO: Epoch: [6] [41800/54024] learning_rate: 0.000100 loss_class: 0.733954 loss_bbox: 0.118068 loss_giou: 0.484735 loss_class_aux: 4.491481 loss_bbox_aux: 0.765478 loss_giou_aux: 3.029653 loss_class_dn: 0.348049 loss_bbox_dn: 0.113625 loss_giou_dn: 0.380054 loss_class_aux_dn: 1.866015 loss_bbox_aux_dn: 0.713565 loss_giou_aux_dn: 2.169769 loss: 15.450132 eta: 36 days, 1:15:37 batch_cost: 0.8598 data_cost: 0.0093 ips: 9.3046 images/s [07/23 19:53:15] ppdet.engine INFO: Epoch: [6] [41900/54024] learning_rate: 0.000100 loss_class: 0.685550 loss_bbox: 0.115258 loss_giou: 0.468271 loss_class_aux: 4.329850 loss_bbox_aux: 0.755238 loss_giou_aux: 2.965707 loss_class_dn: 0.334944 loss_bbox_dn: 0.109648 loss_giou_dn: 0.365915 loss_class_aux_dn: 1.817896 loss_bbox_aux_dn: 0.666933 loss_giou_aux_dn: 2.080157 loss: 15.013989 eta: 36 days, 1:11:10 batch_cost: 0.7811 data_cost: 0.0010 ips: 10.2426 images/s [07/23 19:54:44] ppdet.engine INFO: Epoch: [6] [42000/54024] learning_rate: 0.000100 loss_class: 0.688793 loss_bbox: 0.112058 loss_giou: 0.459786 loss_class_aux: 4.322679 loss_bbox_aux: 0.721941 loss_giou_aux: 2.896565 loss_class_dn: 0.345047 loss_bbox_dn: 0.113051 loss_giou_dn: 0.373031 loss_class_aux_dn: 1.865228 loss_bbox_aux_dn: 0.681644 loss_giou_aux_dn: 2.153013 loss: 15.052984 eta: 36 days, 1:08:22 batch_cost: 0.8378 data_cost: 0.0011 ips: 9.5488 images/s [07/23 19:56:31] ppdet.engine INFO: Epoch: [6] [42100/54024] learning_rate: 0.000100 loss_class: 0.701327 loss_bbox: 0.116101 loss_giou: 0.500810 loss_class_aux: 4.339471 loss_bbox_aux: 0.770737 loss_giou_aux: 3.171422 loss_class_dn: 0.348713 loss_bbox_dn: 0.108392 loss_giou_dn: 0.398012 loss_class_aux_dn: 1.895319 loss_bbox_aux_dn: 0.663410 loss_giou_aux_dn: 2.244289 loss: 15.356030 eta: 36 days, 1:10:51 batch_cost: 1.0213 data_cost: 0.0387 ips: 7.8331 images/s [07/23 19:58:11] ppdet.engine INFO: Epoch: [6] [42200/54024] learning_rate: 0.000100 loss_class: 0.679286 loss_bbox: 0.115151 loss_giou: 0.543601 loss_class_aux: 4.233848 loss_bbox_aux: 0.754248 loss_giou_aux: 3.407267 loss_class_dn: 0.361984 loss_bbox_dn: 0.112781 loss_giou_dn: 0.400966 loss_class_aux_dn: 1.930854 loss_bbox_aux_dn: 0.692893 loss_giou_aux_dn: 2.303262 loss: 15.780345 eta: 36 days, 1:11:20 batch_cost: 0.9519 data_cost: 0.0014 ips: 8.4046 images/s [07/23 19:59:35] ppdet.engine INFO: Epoch: [6] [42300/54024] learning_rate: 0.000100 loss_class: 0.747458 loss_bbox: 0.125978 loss_giou: 0.527248 loss_class_aux: 4.678545 loss_bbox_aux: 0.833149 loss_giou_aux: 3.296844 loss_class_dn: 0.373110 loss_bbox_dn: 0.114398 loss_giou_dn: 0.415094 loss_class_aux_dn: 2.025724 loss_bbox_aux_dn: 0.685678 loss_giou_aux_dn: 2.339623 loss: 16.158937 eta: 36 days, 1:07:21 batch_cost: 0.7967 data_cost: 0.0052 ips: 10.0417 images/s [07/23 20:01:15] ppdet.engine INFO: Epoch: [6] [42400/54024] learning_rate: 0.000100 loss_class: 0.712594 loss_bbox: 0.113541 loss_giou: 0.477973 loss_class_aux: 4.431543 loss_bbox_aux: 0.751664 loss_giou_aux: 3.027452 loss_class_dn: 0.349952 loss_bbox_dn: 0.111084 loss_giou_dn: 0.380861 loss_class_aux_dn: 1.903927 loss_bbox_aux_dn: 0.693654 loss_giou_aux_dn: 2.162431 loss: 15.373419 eta: 36 days, 1:07:54 batch_cost: 0.9542 data_cost: 0.0012 ips: 8.3838 images/s [07/23 20:02:56] ppdet.engine INFO: Epoch: [6] [42500/54024] learning_rate: 0.000100 loss_class: 0.740320 loss_bbox: 0.115867 loss_giou: 0.534085 loss_class_aux: 4.570667 loss_bbox_aux: 0.773260 loss_giou_aux: 3.342602 loss_class_dn: 0.368843 loss_bbox_dn: 0.121562 loss_giou_dn: 0.399298 loss_class_aux_dn: 1.974204 loss_bbox_aux_dn: 0.746301 loss_giou_aux_dn: 2.271012 loss: 16.246636 eta: 36 days, 1:08:22 batch_cost: 0.9516 data_cost: 0.0011 ips: 8.4071 images/s [07/23 20:04:25] ppdet.engine INFO: Epoch: [6] [42600/54024] learning_rate: 0.000100 loss_class: 0.691593 loss_bbox: 0.109358 loss_giou: 0.453217 loss_class_aux: 4.337222 loss_bbox_aux: 0.728474 loss_giou_aux: 2.890254 loss_class_dn: 0.326961 loss_bbox_dn: 0.114861 loss_giou_dn: 0.356120 loss_class_aux_dn: 1.730423 loss_bbox_aux_dn: 0.688436 loss_giou_aux_dn: 2.046200 loss: 14.460105 eta: 36 days, 1:05:54 batch_cost: 0.8497 data_cost: 0.0011 ips: 9.4150 images/s [07/23 20:06:03] ppdet.engine INFO: Epoch: [6] [42700/54024] learning_rate: 0.000100 loss_class: 0.688577 loss_bbox: 0.116277 loss_giou: 0.508115 loss_class_aux: 4.283295 loss_bbox_aux: 0.762282 loss_giou_aux: 3.223187 loss_class_dn: 0.346550 loss_bbox_dn: 0.109259 loss_giou_dn: 0.387485 loss_class_aux_dn: 1.856662 loss_bbox_aux_dn: 0.698686 loss_giou_aux_dn: 2.231880 loss: 15.224365 eta: 36 days, 1:05:47 batch_cost: 0.9312 data_cost: 0.0014 ips: 8.5911 images/s [07/23 20:07:44] ppdet.engine INFO: Epoch: [6] [42800/54024] learning_rate: 0.000100 loss_class: 0.701670 loss_bbox: 0.112131 loss_giou: 0.464112 loss_class_aux: 4.397094 loss_bbox_aux: 0.734795 loss_giou_aux: 2.942133 loss_class_dn: 0.340487 loss_bbox_dn: 0.108373 loss_giou_dn: 0.356613 loss_class_aux_dn: 1.834794 loss_bbox_aux_dn: 0.675422 loss_giou_aux_dn: 2.080393 loss: 14.413958 eta: 36 days, 1:06:13 batch_cost: 0.9506 data_cost: 0.0077 ips: 8.4158 images/s [07/23 20:09:12] ppdet.engine INFO: Epoch: [6] [42900/54024] learning_rate: 0.000100 loss_class: 0.709203 loss_bbox: 0.125589 loss_giou: 0.519628 loss_class_aux: 4.391341 loss_bbox_aux: 0.832596 loss_giou_aux: 3.247267 loss_class_dn: 0.355553 loss_bbox_dn: 0.123276 loss_giou_dn: 0.402604 loss_class_aux_dn: 1.921213 loss_bbox_aux_dn: 0.748122 loss_giou_aux_dn: 2.277192 loss: 15.857132 eta: 36 days, 1:03:13 batch_cost: 0.8308 data_cost: 0.0143 ips: 9.6289 images/s [07/23 20:10:45] ppdet.engine INFO: Epoch: [6] [43000/54024] learning_rate: 0.000100 loss_class: 0.696793 loss_bbox: 0.123412 loss_giou: 0.522813 loss_class_aux: 4.336771 loss_bbox_aux: 0.795629 loss_giou_aux: 3.299306 loss_class_dn: 0.353398 loss_bbox_dn: 0.107645 loss_giou_dn: 0.392514 loss_class_aux_dn: 1.895017 loss_bbox_aux_dn: 0.684825 loss_giou_aux_dn: 2.266934 loss: 15.501428 eta: 36 days, 1:01:48 batch_cost: 0.8860 data_cost: 0.0283 ips: 9.0292 images/s [07/23 20:12:17] ppdet.engine INFO: Epoch: [6] [43100/54024] learning_rate: 0.000100 loss_class: 0.722248 loss_bbox: 0.128775 loss_giou: 0.518715 loss_class_aux: 4.520161 loss_bbox_aux: 0.846727 loss_giou_aux: 3.277044 loss_class_dn: 0.360359 loss_bbox_dn: 0.123268 loss_giou_dn: 0.412936 loss_class_aux_dn: 1.957690 loss_bbox_aux_dn: 0.747446 loss_giou_aux_dn: 2.317627 loss: 15.958735 eta: 36 days, 0:59:55 batch_cost: 0.8696 data_cost: 0.0057 ips: 9.1993 images/s [07/23 20:13:46] ppdet.engine INFO: Epoch: [6] [43200/54024] learning_rate: 0.000100 loss_class: 0.684626 loss_bbox: 0.111920 loss_giou: 0.515535 loss_class_aux: 4.263101 loss_bbox_aux: 0.726089 loss_giou_aux: 3.247491 loss_class_dn: 0.351617 loss_bbox_dn: 0.112470 loss_giou_dn: 0.409444 loss_class_aux_dn: 1.878154 loss_bbox_aux_dn: 0.659195 loss_giou_aux_dn: 2.313079 loss: 15.244458 eta: 36 days, 0:57:26 batch_cost: 0.8488 data_cost: 0.0011 ips: 9.4255 images/s [07/23 20:15:14] ppdet.engine INFO: Epoch: [6] [43300/54024] learning_rate: 0.000100 loss_class: 0.733523 loss_bbox: 0.119780 loss_giou: 0.540843 loss_class_aux: 4.572020 loss_bbox_aux: 0.776230 loss_giou_aux: 3.379400 loss_class_dn: 0.369801 loss_bbox_dn: 0.112063 loss_giou_dn: 0.431559 loss_class_aux_dn: 1.994472 loss_bbox_aux_dn: 0.658099 loss_giou_aux_dn: 2.420549 loss: 16.559500 eta: 36 days, 0:54:30 batch_cost: 0.8332 data_cost: 0.0013 ips: 9.6020 images/s [07/23 20:16:49] ppdet.engine INFO: Epoch: [6] [43400/54024] learning_rate: 0.000100 loss_class: 0.695290 loss_bbox: 0.118090 loss_giou: 0.526362 loss_class_aux: 4.279351 loss_bbox_aux: 0.751277 loss_giou_aux: 3.291788 loss_class_dn: 0.363004 loss_bbox_dn: 0.103270 loss_giou_dn: 0.405610 loss_class_aux_dn: 1.950808 loss_bbox_aux_dn: 0.635762 loss_giou_aux_dn: 2.307492 loss: 15.847813 eta: 36 days, 0:53:19 batch_cost: 0.8940 data_cost: 0.0621 ips: 8.9486 images/s [07/23 20:18:18] ppdet.engine INFO: Epoch: [6] [43500/54024] learning_rate: 0.000100 loss_class: 0.748435 loss_bbox: 0.124048 loss_giou: 0.543984 loss_class_aux: 4.594835 loss_bbox_aux: 0.830318 loss_giou_aux: 3.355187 loss_class_dn: 0.373761 loss_bbox_dn: 0.115712 loss_giou_dn: 0.410624 loss_class_aux_dn: 1.992832 loss_bbox_aux_dn: 0.692921 loss_giou_aux_dn: 2.344266 loss: 16.627579 eta: 36 days, 0:50:41 batch_cost: 0.8433 data_cost: 0.0012 ips: 9.4868 images/s [07/23 20:19:48] ppdet.engine INFO: Epoch: [6] [43600/54024] learning_rate: 0.000100 loss_class: 0.665748 loss_bbox: 0.103469 loss_giou: 0.486011 loss_class_aux: 4.148291 loss_bbox_aux: 0.675965 loss_giou_aux: 3.008657 loss_class_dn: 0.321330 loss_bbox_dn: 0.105889 loss_giou_dn: 0.361034 loss_class_aux_dn: 1.746905 loss_bbox_aux_dn: 0.648912 loss_giou_aux_dn: 2.047952 loss: 14.795186 eta: 36 days, 0:48:18 batch_cost: 0.8523 data_cost: 0.0011 ips: 9.3865 images/s [07/23 20:21:18] ppdet.engine INFO: Epoch: [6] [43700/54024] learning_rate: 0.000100 loss_class: 0.732645 loss_bbox: 0.114495 loss_giou: 0.502106 loss_class_aux: 4.552939 loss_bbox_aux: 0.740769 loss_giou_aux: 3.146240 loss_class_dn: 0.346874 loss_bbox_dn: 0.105276 loss_giou_dn: 0.395894 loss_class_aux_dn: 1.852657 loss_bbox_aux_dn: 0.652082 loss_giou_aux_dn: 2.254871 loss: 15.347682 eta: 36 days, 0:45:38 batch_cost: 0.8422 data_cost: 0.0014 ips: 9.4985 images/s [07/23 20:22:42] ppdet.engine INFO: Epoch: [6] [43800/54024] learning_rate: 0.000100 loss_class: 0.725748 loss_bbox: 0.123575 loss_giou: 0.473765 loss_class_aux: 4.526881 loss_bbox_aux: 0.783828 loss_giou_aux: 2.991023 loss_class_dn: 0.342992 loss_bbox_dn: 0.114955 loss_giou_dn: 0.365680 loss_class_aux_dn: 1.878633 loss_bbox_aux_dn: 0.695465 loss_giou_aux_dn: 2.092407 loss: 15.376905 eta: 36 days, 0:41:32 batch_cost: 0.7913 data_cost: 0.0011 ips: 10.1094 images/s [07/23 20:24:12] ppdet.engine INFO: Epoch: [6] [43900/54024] learning_rate: 0.000100 loss_class: 0.662464 loss_bbox: 0.109889 loss_giou: 0.500468 loss_class_aux: 4.198056 loss_bbox_aux: 0.719633 loss_giou_aux: 3.056134 loss_class_dn: 0.342415 loss_bbox_dn: 0.104589 loss_giou_dn: 0.373374 loss_class_aux_dn: 1.835900 loss_bbox_aux_dn: 0.637871 loss_giou_aux_dn: 2.167819 loss: 15.358762 eta: 36 days, 0:39:22 batch_cost: 0.8600 data_cost: 0.0099 ips: 9.3021 images/s [07/23 20:25:39] ppdet.engine INFO: Epoch: [6] [44000/54024] learning_rate: 0.000100 loss_class: 0.732406 loss_bbox: 0.120742 loss_giou: 0.521897 loss_class_aux: 4.567289 loss_bbox_aux: 0.766968 loss_giou_aux: 3.243814 loss_class_dn: 0.355420 loss_bbox_dn: 0.114899 loss_giou_dn: 0.411180 loss_class_aux_dn: 1.918268 loss_bbox_aux_dn: 0.697640 loss_giou_aux_dn: 2.311962 loss: 15.485681 eta: 36 days, 0:35:57 batch_cost: 0.8153 data_cost: 0.0019 ips: 9.8127 images/s [07/23 20:27:10] ppdet.engine INFO: Epoch: [6] [44100/54024] learning_rate: 0.000100 loss_class: 0.734805 loss_bbox: 0.115243 loss_giou: 0.500498 loss_class_aux: 4.512168 loss_bbox_aux: 0.774126 loss_giou_aux: 3.184974 loss_class_dn: 0.363614 loss_bbox_dn: 0.111380 loss_giou_dn: 0.390288 loss_class_aux_dn: 1.973281 loss_bbox_aux_dn: 0.685593 loss_giou_aux_dn: 2.211208 loss: 15.718503 eta: 36 days, 0:33:56 batch_cost: 0.8651 data_cost: 0.0239 ips: 9.2471 images/s [07/23 20:28:43] ppdet.engine INFO: Epoch: [6] [44200/54024] learning_rate: 0.000100 loss_class: 0.695970 loss_bbox: 0.103067 loss_giou: 0.477817 loss_class_aux: 4.328603 loss_bbox_aux: 0.677640 loss_giou_aux: 2.998132 loss_class_dn: 0.343290 loss_bbox_dn: 0.103036 loss_giou_dn: 0.373969 loss_class_aux_dn: 1.867635 loss_bbox_aux_dn: 0.630434 loss_giou_aux_dn: 2.147724 loss: 15.046597 eta: 36 days, 0:32:13 batch_cost: 0.8748 data_cost: 0.0011 ips: 9.1449 images/s [07/23 20:30:06] ppdet.engine INFO: Epoch: [6] [44300/54024] learning_rate: 0.000100 loss_class: 0.754833 loss_bbox: 0.121461 loss_giou: 0.538738 loss_class_aux: 4.731644 loss_bbox_aux: 0.790202 loss_giou_aux: 3.374251 loss_class_dn: 0.374957 loss_bbox_dn: 0.112573 loss_giou_dn: 0.405257 loss_class_aux_dn: 1.986942 loss_bbox_aux_dn: 0.693854 loss_giou_aux_dn: 2.322839 loss: 16.499244 eta: 36 days, 0:27:51 batch_cost: 0.7825 data_cost: 0.0011 ips: 10.2237 images/s [07/23 20:31:45] ppdet.engine INFO: Epoch: [6] [44400/54024] learning_rate: 0.000100 loss_class: 0.723406 loss_bbox: 0.108979 loss_giou: 0.491713 loss_class_aux: 4.423064 loss_bbox_aux: 0.746081 loss_giou_aux: 3.097991 loss_class_dn: 0.355212 loss_bbox_dn: 0.105343 loss_giou_dn: 0.397151 loss_class_aux_dn: 1.927739 loss_bbox_aux_dn: 0.664765 loss_giou_aux_dn: 2.244541 loss: 15.384993 eta: 36 days, 0:28:04 batch_cost: 0.9430 data_cost: 0.0022 ips: 8.4835 images/s [07/23 20:33:11] ppdet.engine INFO: Epoch: [6] [44500/54024] learning_rate: 0.000100 loss_class: 0.674355 loss_bbox: 0.113138 loss_giou: 0.495787 loss_class_aux: 4.293466 loss_bbox_aux: 0.744182 loss_giou_aux: 3.146235 loss_class_dn: 0.350267 loss_bbox_dn: 0.107885 loss_giou_dn: 0.386826 loss_class_aux_dn: 1.880202 loss_bbox_aux_dn: 0.659782 loss_giou_aux_dn: 2.217957 loss: 14.972409 eta: 36 days, 0:24:38 batch_cost: 0.8147 data_cost: 0.0432 ips: 9.8192 images/s [07/23 20:34:39] ppdet.engine INFO: Epoch: [6] [44600/54024] learning_rate: 0.000100 loss_class: 0.734218 loss_bbox: 0.118757 loss_giou: 0.519137 loss_class_aux: 4.559500 loss_bbox_aux: 0.780002 loss_giou_aux: 3.230482 loss_class_dn: 0.363825 loss_bbox_dn: 0.115052 loss_giou_dn: 0.396443 loss_class_aux_dn: 1.948778 loss_bbox_aux_dn: 0.701481 loss_giou_aux_dn: 2.269991 loss: 16.293380 eta: 36 days, 0:21:42 batch_cost: 0.8322 data_cost: 0.0013 ips: 9.6125 images/s [07/23 20:36:05] ppdet.engine INFO: Epoch: [6] [44700/54024] learning_rate: 0.000100 loss_class: 0.672719 loss_bbox: 0.112122 loss_giou: 0.471032 loss_class_aux: 4.167886 loss_bbox_aux: 0.740925 loss_giou_aux: 2.972203 loss_class_dn: 0.338785 loss_bbox_dn: 0.108006 loss_giou_dn: 0.374302 loss_class_aux_dn: 1.816417 loss_bbox_aux_dn: 0.670259 loss_giou_aux_dn: 2.141654 loss: 14.905625 eta: 36 days, 0:18:19 batch_cost: 0.8169 data_cost: 0.0310 ips: 9.7936 images/s [07/23 20:37:38] ppdet.engine INFO: Epoch: [6] [44800/54024] learning_rate: 0.000100 loss_class: 0.733942 loss_bbox: 0.118161 loss_giou: 0.560962 loss_class_aux: 4.478544 loss_bbox_aux: 0.765818 loss_giou_aux: 3.526769 loss_class_dn: 0.369732 loss_bbox_dn: 0.111321 loss_giou_dn: 0.426943 loss_class_aux_dn: 1.969825 loss_bbox_aux_dn: 0.682325 loss_giou_aux_dn: 2.374831 loss: 16.377679 eta: 36 days, 0:17:02 batch_cost: 0.8903 data_cost: 0.0451 ips: 8.9855 images/s [07/23 20:39:08] ppdet.engine INFO: Epoch: [6] [44900/54024] learning_rate: 0.000100 loss_class: 0.732573 loss_bbox: 0.118903 loss_giou: 0.536782 loss_class_aux: 4.570801 loss_bbox_aux: 0.784213 loss_giou_aux: 3.384598 loss_class_dn: 0.374375 loss_bbox_dn: 0.111795 loss_giou_dn: 0.418389 loss_class_aux_dn: 2.046633 loss_bbox_aux_dn: 0.692284 loss_giou_aux_dn: 2.341117 loss: 16.356590 eta: 36 days, 0:14:28 batch_cost: 0.8452 data_cost: 0.0012 ips: 9.4649 images/s [07/23 20:40:35] ppdet.engine INFO: Epoch: [6] [45000/54024] learning_rate: 0.000100 loss_class: 0.689407 loss_bbox: 0.114030 loss_giou: 0.549554 loss_class_aux: 4.361905 loss_bbox_aux: 0.734692 loss_giou_aux: 3.401691 loss_class_dn: 0.372700 loss_bbox_dn: 0.107406 loss_giou_dn: 0.429700 loss_class_aux_dn: 2.006678 loss_bbox_aux_dn: 0.666022 loss_giou_aux_dn: 2.393406 loss: 16.585451 eta: 36 days, 0:11:09 batch_cost: 0.8183 data_cost: 0.0011 ips: 9.7762 images/s [07/23 20:42:07] ppdet.engine INFO: Epoch: [6] [45100/54024] learning_rate: 0.000100 loss_class: 0.705121 loss_bbox: 0.114361 loss_giou: 0.465404 loss_class_aux: 4.449206 loss_bbox_aux: 0.751691 loss_giou_aux: 2.926741 loss_class_dn: 0.337968 loss_bbox_dn: 0.105786 loss_giou_dn: 0.367621 loss_class_aux_dn: 1.835864 loss_bbox_aux_dn: 0.630360 loss_giou_aux_dn: 2.090065 loss: 14.891253 eta: 36 days, 0:09:36 batch_cost: 0.8812 data_cost: 0.0620 ips: 9.0787 images/s [07/23 20:43:37] ppdet.engine INFO: Epoch: [6] [45200/54024] learning_rate: 0.000100 loss_class: 0.702720 loss_bbox: 0.120516 loss_giou: 0.491770 loss_class_aux: 4.413443 loss_bbox_aux: 0.772183 loss_giou_aux: 3.104035 loss_class_dn: 0.354850 loss_bbox_dn: 0.115637 loss_giou_dn: 0.395329 loss_class_aux_dn: 1.941088 loss_bbox_aux_dn: 0.697956 loss_giou_aux_dn: 2.244168 loss: 15.501446 eta: 36 days, 0:07:03 batch_cost: 0.8456 data_cost: 0.0011 ips: 9.4608 images/s [07/23 20:45:12] ppdet.engine INFO: Epoch: [6] [45300/54024] learning_rate: 0.000100 loss_class: 0.684966 loss_bbox: 0.108135 loss_giou: 0.493100 loss_class_aux: 4.218151 loss_bbox_aux: 0.704235 loss_giou_aux: 3.082436 loss_class_dn: 0.349912 loss_bbox_dn: 0.104399 loss_giou_dn: 0.382296 loss_class_aux_dn: 1.895478 loss_bbox_aux_dn: 0.654656 loss_giou_aux_dn: 2.180968 loss: 15.109760 eta: 36 days, 0:06:09 batch_cost: 0.9039 data_cost: 0.0011 ips: 8.8504 images/s [07/23 20:46:45] ppdet.engine INFO: Epoch: [6] [45400/54024] learning_rate: 0.000100 loss_class: 0.698298 loss_bbox: 0.115380 loss_giou: 0.520457 loss_class_aux: 4.291424 loss_bbox_aux: 0.750577 loss_giou_aux: 3.254777 loss_class_dn: 0.345087 loss_bbox_dn: 0.107393 loss_giou_dn: 0.391904 loss_class_aux_dn: 1.883628 loss_bbox_aux_dn: 0.633750 loss_giou_aux_dn: 2.215172 loss: 15.495257 eta: 36 days, 0:04:25 batch_cost: 0.8743 data_cost: 0.0011 ips: 9.1499 images/s [07/23 20:48:18] ppdet.engine INFO: Epoch: [6] [45500/54024] learning_rate: 0.000100 loss_class: 0.680235 loss_bbox: 0.112956 loss_giou: 0.525058 loss_class_aux: 4.276513 loss_bbox_aux: 0.737778 loss_giou_aux: 3.301308 loss_class_dn: 0.349302 loss_bbox_dn: 0.110537 loss_giou_dn: 0.399696 loss_class_aux_dn: 1.881771 loss_bbox_aux_dn: 0.670515 loss_giou_aux_dn: 2.282260 loss: 15.831180 eta: 36 days, 0:02:53 batch_cost: 0.8815 data_cost: 0.0536 ips: 9.0758 images/s [07/23 20:49:49] ppdet.engine INFO: Epoch: [6] [45600/54024] learning_rate: 0.000100 loss_class: 0.720116 loss_bbox: 0.119589 loss_giou: 0.546114 loss_class_aux: 4.418899 loss_bbox_aux: 0.791861 loss_giou_aux: 3.381854 loss_class_dn: 0.360059 loss_bbox_dn: 0.111894 loss_giou_dn: 0.409147 loss_class_aux_dn: 1.938581 loss_bbox_aux_dn: 0.670170 loss_giou_aux_dn: 2.337091 loss: 16.164300 eta: 36 days, 0:01:00 batch_cost: 0.8695 data_cost: 0.0010 ips: 9.2008 images/s [07/23 20:51:16] ppdet.engine INFO: Epoch: [6] [45700/54024] learning_rate: 0.000100 loss_class: 0.733345 loss_bbox: 0.120980 loss_giou: 0.563978 loss_class_aux: 4.473983 loss_bbox_aux: 0.793741 loss_giou_aux: 3.537922 loss_class_dn: 0.358930 loss_bbox_dn: 0.113196 loss_giou_dn: 0.420299 loss_class_aux_dn: 1.958188 loss_bbox_aux_dn: 0.684436 loss_giou_aux_dn: 2.401425 loss: 15.913661 eta: 35 days, 23:57:43 batch_cost: 0.8191 data_cost: 0.0011 ips: 9.7667 images/s [07/23 20:52:50] ppdet.engine INFO: Epoch: [6] [45800/54024] learning_rate: 0.000100 loss_class: 0.713354 loss_bbox: 0.113277 loss_giou: 0.464521 loss_class_aux: 4.383473 loss_bbox_aux: 0.739329 loss_giou_aux: 2.937850 loss_class_dn: 0.350987 loss_bbox_dn: 0.105659 loss_giou_dn: 0.366949 loss_class_aux_dn: 1.907793 loss_bbox_aux_dn: 0.660698 loss_giou_aux_dn: 2.093145 loss: 15.397938 eta: 35 days, 23:56:32 batch_cost: 0.8943 data_cost: 0.0011 ips: 8.9454 images/s [07/23 20:54:30] ppdet.engine INFO: Epoch: [6] [45900/54024] learning_rate: 0.000100 loss_class: 0.730025 loss_bbox: 0.126104 loss_giou: 0.493586 loss_class_aux: 4.483670 loss_bbox_aux: 0.774353 loss_giou_aux: 3.125209 loss_class_dn: 0.356433 loss_bbox_dn: 0.115688 loss_giou_dn: 0.400757 loss_class_aux_dn: 1.915184 loss_bbox_aux_dn: 0.701511 loss_giou_aux_dn: 2.268703 loss: 15.830899 eta: 35 days, 23:56:51 batch_cost: 0.9469 data_cost: 0.0547 ips: 8.4484 images/s [07/23 20:55:59] ppdet.engine INFO: Epoch: [6] [46000/54024] learning_rate: 0.000100 loss_class: 0.693836 loss_bbox: 0.112773 loss_giou: 0.524722 loss_class_aux: 4.332132 loss_bbox_aux: 0.733905 loss_giou_aux: 3.346436 loss_class_dn: 0.342218 loss_bbox_dn: 0.105384 loss_giou_dn: 0.386834 loss_class_aux_dn: 1.874131 loss_bbox_aux_dn: 0.630093 loss_giou_aux_dn: 2.199075 loss: 15.549503 eta: 35 days, 23:54:15 batch_cost: 0.8435 data_cost: 0.0012 ips: 9.4847 images/s [07/23 20:57:40] ppdet.engine INFO: Epoch: [6] [46100/54024] learning_rate: 0.000100 loss_class: 0.727624 loss_bbox: 0.112984 loss_giou: 0.480935 loss_class_aux: 4.474611 loss_bbox_aux: 0.729305 loss_giou_aux: 2.997587 loss_class_dn: 0.337786 loss_bbox_dn: 0.114956 loss_giou_dn: 0.393728 loss_class_aux_dn: 1.828871 loss_bbox_aux_dn: 0.689341 loss_giou_aux_dn: 2.237680 loss: 15.255999 eta: 35 days, 23:55:09 batch_cost: 0.9679 data_cost: 0.0011 ips: 8.2654 images/s [07/23 20:59:08] ppdet.engine INFO: Epoch: [6] [46200/54024] learning_rate: 0.000100 loss_class: 0.770018 loss_bbox: 0.120879 loss_giou: 0.516995 loss_class_aux: 4.777129 loss_bbox_aux: 0.803591 loss_giou_aux: 3.244606 loss_class_dn: 0.365579 loss_bbox_dn: 0.114518 loss_giou_dn: 0.428468 loss_class_aux_dn: 1.995547 loss_bbox_aux_dn: 0.695020 loss_giou_aux_dn: 2.432210 loss: 16.825606 eta: 35 days, 23:52:05 batch_cost: 0.8274 data_cost: 0.0018 ips: 9.6687 images/s [07/23 21:00:35] ppdet.engine INFO: Epoch: [6] [46300/54024] learning_rate: 0.000100 loss_class: 0.704648 loss_bbox: 0.107906 loss_giou: 0.473407 loss_class_aux: 4.399315 loss_bbox_aux: 0.713601 loss_giou_aux: 3.006975 loss_class_dn: 0.352111 loss_bbox_dn: 0.101724 loss_giou_dn: 0.382374 loss_class_aux_dn: 1.876563 loss_bbox_aux_dn: 0.611294 loss_giou_aux_dn: 2.190096 loss: 15.047740 eta: 35 days, 23:48:59 batch_cost: 0.8253 data_cost: 0.0011 ips: 9.6929 images/s [07/23 21:02:08] ppdet.engine INFO: Epoch: [6] [46400/54024] learning_rate: 0.000100 loss_class: 0.709356 loss_bbox: 0.114527 loss_giou: 0.477360 loss_class_aux: 4.457272 loss_bbox_aux: 0.766483 loss_giou_aux: 3.036085 loss_class_dn: 0.344662 loss_bbox_dn: 0.111222 loss_giou_dn: 0.381220 loss_class_aux_dn: 1.885453 loss_bbox_aux_dn: 0.683554 loss_giou_aux_dn: 2.144063 loss: 15.328625 eta: 35 days, 23:47:25 batch_cost: 0.8803 data_cost: 0.0085 ips: 9.0882 images/s [07/23 21:03:42] ppdet.engine INFO: Epoch: [6] [46500/54024] learning_rate: 0.000100 loss_class: 0.685986 loss_bbox: 0.112603 loss_giou: 0.450356 loss_class_aux: 4.280719 loss_bbox_aux: 0.740749 loss_giou_aux: 2.850326 loss_class_dn: 0.337468 loss_bbox_dn: 0.101573 loss_giou_dn: 0.361474 loss_class_aux_dn: 1.815782 loss_bbox_aux_dn: 0.628008 loss_giou_aux_dn: 2.030674 loss: 15.073677 eta: 35 days, 23:46:02 batch_cost: 0.8872 data_cost: 0.0011 ips: 9.0167 images/s [07/23 21:05:18] ppdet.engine INFO: Epoch: [6] [46600/54024] learning_rate: 0.000100 loss_class: 0.715676 loss_bbox: 0.117420 loss_giou: 0.535403 loss_class_aux: 4.460945 loss_bbox_aux: 0.765741 loss_giou_aux: 3.363337 loss_class_dn: 0.350919 loss_bbox_dn: 0.107012 loss_giou_dn: 0.425890 loss_class_aux_dn: 1.918957 loss_bbox_aux_dn: 0.665802 loss_giou_aux_dn: 2.394640 loss: 15.845366 eta: 35 days, 23:45:24 batch_cost: 0.9135 data_cost: 0.0790 ips: 8.7575 images/s [07/23 21:06:47] ppdet.engine INFO: Epoch: [6] [46700/54024] learning_rate: 0.000100 loss_class: 0.660678 loss_bbox: 0.116337 loss_giou: 0.506889 loss_class_aux: 4.136383 loss_bbox_aux: 0.760116 loss_giou_aux: 3.218205 loss_class_dn: 0.351369 loss_bbox_dn: 0.106209 loss_giou_dn: 0.406589 loss_class_aux_dn: 1.881895 loss_bbox_aux_dn: 0.639523 loss_giou_aux_dn: 2.299936 loss: 15.668652 eta: 35 days, 23:42:49 batch_cost: 0.8442 data_cost: 0.0013 ips: 9.4761 images/s [07/23 21:08:15] ppdet.engine INFO: Epoch: [6] [46800/54024] learning_rate: 0.000100 loss_class: 0.655790 loss_bbox: 0.115360 loss_giou: 0.485688 loss_class_aux: 4.048705 loss_bbox_aux: 0.744204 loss_giou_aux: 3.040521 loss_class_dn: 0.329860 loss_bbox_dn: 0.106611 loss_giou_dn: 0.382227 loss_class_aux_dn: 1.768760 loss_bbox_aux_dn: 0.669176 loss_giou_aux_dn: 2.170429 loss: 14.936911 eta: 35 days, 23:39:53 batch_cost: 0.8311 data_cost: 0.0011 ips: 9.6261 images/s [07/23 21:09:49] ppdet.engine INFO: Epoch: [6] [46900/54024] learning_rate: 0.000100 loss_class: 0.703784 loss_bbox: 0.116159 loss_giou: 0.490576 loss_class_aux: 4.357909 loss_bbox_aux: 0.769610 loss_giou_aux: 3.131822 loss_class_dn: 0.343943 loss_bbox_dn: 0.109760 loss_giou_dn: 0.382568 loss_class_aux_dn: 1.872542 loss_bbox_aux_dn: 0.656979 loss_giou_aux_dn: 2.157780 loss: 15.195417 eta: 35 days, 23:38:51 batch_cost: 0.8996 data_cost: 0.0011 ips: 8.8926 images/s [07/23 21:11:41] ppdet.engine INFO: Epoch: [6] [47000/54024] learning_rate: 0.000100 loss_class: 0.652397 loss_bbox: 0.114880 loss_giou: 0.485596 loss_class_aux: 4.098144 loss_bbox_aux: 0.739822 loss_giou_aux: 3.115609 loss_class_dn: 0.332102 loss_bbox_dn: 0.109990 loss_giou_dn: 0.382781 loss_class_aux_dn: 1.773399 loss_bbox_aux_dn: 0.684081 loss_giou_aux_dn: 2.154416 loss: 14.886847 eta: 35 days, 23:42:20 batch_cost: 1.0600 data_cost: 0.1611 ips: 7.5474 images/s [07/23 21:13:09] ppdet.engine INFO: Epoch: [6] [47100/54024] learning_rate: 0.000100 loss_class: 0.728890 loss_bbox: 0.116178 loss_giou: 0.526105 loss_class_aux: 4.446192 loss_bbox_aux: 0.757306 loss_giou_aux: 3.285694 loss_class_dn: 0.347938 loss_bbox_dn: 0.107114 loss_giou_dn: 0.420866 loss_class_aux_dn: 1.856568 loss_bbox_aux_dn: 0.654725 loss_giou_aux_dn: 2.378884 loss: 15.895971 eta: 35 days, 23:39:33 batch_cost: 0.8371 data_cost: 0.0011 ips: 9.5569 images/s [07/23 21:14:48] ppdet.engine INFO: Epoch: [6] [47200/54024] learning_rate: 0.000100 loss_class: 0.754063 loss_bbox: 0.115826 loss_giou: 0.517747 loss_class_aux: 4.662294 loss_bbox_aux: 0.764101 loss_giou_aux: 3.221854 loss_class_dn: 0.354688 loss_bbox_dn: 0.107863 loss_giou_dn: 0.397390 loss_class_aux_dn: 1.891737 loss_bbox_aux_dn: 0.656713 loss_giou_aux_dn: 2.248962 loss: 15.654479 eta: 35 days, 23:39:43 batch_cost: 0.9424 data_cost: 0.0010 ips: 8.4888 images/s [07/23 21:16:33] ppdet.engine INFO: Epoch: [6] [47300/54024] learning_rate: 0.000100 loss_class: 0.714337 loss_bbox: 0.119212 loss_giou: 0.501300 loss_class_aux: 4.410710 loss_bbox_aux: 0.768820 loss_giou_aux: 3.175605 loss_class_dn: 0.344151 loss_bbox_dn: 0.111137 loss_giou_dn: 0.379922 loss_class_aux_dn: 1.858511 loss_bbox_aux_dn: 0.679862 loss_giou_aux_dn: 2.182236 loss: 15.170947 eta: 35 days, 23:41:31 batch_cost: 1.0001 data_cost: 0.0011 ips: 7.9991 images/s [07/23 21:18:07] ppdet.engine INFO: Epoch: [6] [47400/54024] learning_rate: 0.000100 loss_class: 0.697031 loss_bbox: 0.110754 loss_giou: 0.488613 loss_class_aux: 4.323564 loss_bbox_aux: 0.720588 loss_giou_aux: 3.094677 loss_class_dn: 0.329124 loss_bbox_dn: 0.103064 loss_giou_dn: 0.367124 loss_class_aux_dn: 1.787387 loss_bbox_aux_dn: 0.632285 loss_giou_aux_dn: 2.068078 loss: 14.697126 eta: 35 days, 23:40:11 batch_cost: 0.8890 data_cost: 0.0013 ips: 8.9988 images/s [07/23 21:19:33] ppdet.engine INFO: Epoch: [6] [47500/54024] learning_rate: 0.000100 loss_class: 0.712895 loss_bbox: 0.121789 loss_giou: 0.513891 loss_class_aux: 4.379191 loss_bbox_aux: 0.783817 loss_giou_aux: 3.268553 loss_class_dn: 0.375046 loss_bbox_dn: 0.110275 loss_giou_dn: 0.420449 loss_class_aux_dn: 1.991462 loss_bbox_aux_dn: 0.687969 loss_giou_aux_dn: 2.353984 loss: 16.429858 eta: 35 days, 23:36:46 batch_cost: 0.8143 data_cost: 0.0019 ips: 9.8246 images/s [07/23 21:20:58] ppdet.engine INFO: Epoch: [6] [47600/54024] learning_rate: 0.000100 loss_class: 0.698855 loss_bbox: 0.117366 loss_giou: 0.502547 loss_class_aux: 4.276865 loss_bbox_aux: 0.779720 loss_giou_aux: 3.105152 loss_class_dn: 0.349828 loss_bbox_dn: 0.114722 loss_giou_dn: 0.400799 loss_class_aux_dn: 1.891922 loss_bbox_aux_dn: 0.696489 loss_giou_aux_dn: 2.284219 loss: 15.411536 eta: 35 days, 23:33:04 batch_cost: 0.8040 data_cost: 0.0026 ips: 9.9501 images/s [07/23 21:22:28] ppdet.engine INFO: Epoch: [6] [47700/54024] learning_rate: 0.000100 loss_class: 0.755965 loss_bbox: 0.123274 loss_giou: 0.537727 loss_class_aux: 4.672987 loss_bbox_aux: 0.784644 loss_giou_aux: 3.354787 loss_class_dn: 0.370885 loss_bbox_dn: 0.113291 loss_giou_dn: 0.415024 loss_class_aux_dn: 1.981318 loss_bbox_aux_dn: 0.690661 loss_giou_aux_dn: 2.331151 loss: 16.458620 eta: 35 days, 23:30:35 batch_cost: 0.8477 data_cost: 0.0010 ips: 9.4372 images/s [07/23 21:24:03] ppdet.engine INFO: Epoch: [6] [47800/54024] learning_rate: 0.000100 loss_class: 0.723736 loss_bbox: 0.120933 loss_giou: 0.559258 loss_class_aux: 4.472808 loss_bbox_aux: 0.807715 loss_giou_aux: 3.429739 loss_class_dn: 0.372406 loss_bbox_dn: 0.108082 loss_giou_dn: 0.439516 loss_class_aux_dn: 1.962497 loss_bbox_aux_dn: 0.665915 loss_giou_aux_dn: 2.430141 loss: 16.539599 eta: 35 days, 23:29:28 batch_cost: 0.8966 data_cost: 0.0413 ips: 8.9230 images/s [07/23 21:25:29] ppdet.engine INFO: Epoch: [6] [47900/54024] learning_rate: 0.000100 loss_class: 0.700860 loss_bbox: 0.115231 loss_giou: 0.505775 loss_class_aux: 4.340847 loss_bbox_aux: 0.783025 loss_giou_aux: 3.152012 loss_class_dn: 0.344019 loss_bbox_dn: 0.117203 loss_giou_dn: 0.387264 loss_class_aux_dn: 1.852699 loss_bbox_aux_dn: 0.706291 loss_giou_aux_dn: 2.213790 loss: 15.168214 eta: 35 days, 23:26:09 batch_cost: 0.8176 data_cost: 0.0273 ips: 9.7843 images/s [07/23 21:27:22] ppdet.engine INFO: Epoch: [6] [48000/54024] learning_rate: 0.000100 loss_class: 0.692934 loss_bbox: 0.123562 loss_giou: 0.546474 loss_class_aux: 4.321795 loss_bbox_aux: 0.801864 loss_giou_aux: 3.437674 loss_class_dn: 0.370825 loss_bbox_dn: 0.115760 loss_giou_dn: 0.427833 loss_class_aux_dn: 1.984075 loss_bbox_aux_dn: 0.700898 loss_giou_aux_dn: 2.428392 loss: 16.456854 eta: 35 days, 23:30:07 batch_cost: 1.0782 data_cost: 0.2060 ips: 7.4197 images/s [07/23 21:28:53] ppdet.engine INFO: Epoch: [6] [48100/54024] learning_rate: 0.000100 loss_class: 0.748181 loss_bbox: 0.118411 loss_giou: 0.508517 loss_class_aux: 4.663369 loss_bbox_aux: 0.802658 loss_giou_aux: 3.160713 loss_class_dn: 0.374269 loss_bbox_dn: 0.119865 loss_giou_dn: 0.406180 loss_class_aux_dn: 2.016092 loss_bbox_aux_dn: 0.724208 loss_giou_aux_dn: 2.333158 loss: 16.289236 eta: 35 days, 23:28:15 batch_cost: 0.8696 data_cost: 0.0016 ips: 9.1996 images/s [07/23 21:30:24] ppdet.engine INFO: Epoch: [6] [48200/54024] learning_rate: 0.000100 loss_class: 0.730959 loss_bbox: 0.116989 loss_giou: 0.522250 loss_class_aux: 4.503228 loss_bbox_aux: 0.800854 loss_giou_aux: 3.268262 loss_class_dn: 0.354830 loss_bbox_dn: 0.121970 loss_giou_dn: 0.385364 loss_class_aux_dn: 1.914933 loss_bbox_aux_dn: 0.741555 loss_giou_aux_dn: 2.232065 loss: 16.059153 eta: 35 days, 23:26:15 batch_cost: 0.8649 data_cost: 0.0471 ips: 9.2500 images/s [07/23 21:31:57] ppdet.engine INFO: Epoch: [6] [48300/54024] learning_rate: 0.000100 loss_class: 0.714765 loss_bbox: 0.115003 loss_giou: 0.483203 loss_class_aux: 4.398067 loss_bbox_aux: 0.753423 loss_giou_aux: 3.034939 loss_class_dn: 0.355320 loss_bbox_dn: 0.110544 loss_giou_dn: 0.397130 loss_class_aux_dn: 1.885061 loss_bbox_aux_dn: 0.694725 loss_giou_aux_dn: 2.207781 loss: 15.647661 eta: 35 days, 23:24:32 batch_cost: 0.8750 data_cost: 0.0671 ips: 9.1428 images/s [07/23 21:33:30] ppdet.engine INFO: Epoch: [6] [48400/54024] learning_rate: 0.000100 loss_class: 0.731638 loss_bbox: 0.124468 loss_giou: 0.551272 loss_class_aux: 4.543429 loss_bbox_aux: 0.808353 loss_giou_aux: 3.481618 loss_class_dn: 0.374834 loss_bbox_dn: 0.108900 loss_giou_dn: 0.414866 loss_class_aux_dn: 1.994884 loss_bbox_aux_dn: 0.659610 loss_giou_aux_dn: 2.388466 loss: 16.387949 eta: 35 days, 23:23:00 batch_cost: 0.8815 data_cost: 0.0013 ips: 9.0757 images/s [07/23 21:35:20] ppdet.engine INFO: Epoch: [6] [48500/54024] learning_rate: 0.000100 loss_class: 0.725645 loss_bbox: 0.119101 loss_giou: 0.484226 loss_class_aux: 4.527436 loss_bbox_aux: 0.790661 loss_giou_aux: 3.075849 loss_class_dn: 0.355718 loss_bbox_dn: 0.113166 loss_giou_dn: 0.403343 loss_class_aux_dn: 1.938338 loss_bbox_aux_dn: 0.702274 loss_giou_aux_dn: 2.279322 loss: 15.756063 eta: 35 days, 23:26:15 batch_cost: 1.0533 data_cost: 0.0011 ips: 7.5954 images/s [07/23 21:36:52] ppdet.engine INFO: Epoch: [6] [48600/54024] learning_rate: 0.000100 loss_class: 0.708438 loss_bbox: 0.124820 loss_giou: 0.528919 loss_class_aux: 4.332310 loss_bbox_aux: 0.807447 loss_giou_aux: 3.276265 loss_class_dn: 0.373438 loss_bbox_dn: 0.105083 loss_giou_dn: 0.429475 loss_class_aux_dn: 1.981550 loss_bbox_aux_dn: 0.667610 loss_giou_aux_dn: 2.477023 loss: 15.926355 eta: 35 days, 23:24:30 batch_cost: 0.8739 data_cost: 0.0049 ips: 9.1541 images/s [07/23 21:38:35] ppdet.engine INFO: Epoch: [6] [48700/54024] learning_rate: 0.000100 loss_class: 0.732732 loss_bbox: 0.114865 loss_giou: 0.533942 loss_class_aux: 4.518634 loss_bbox_aux: 0.775550 loss_giou_aux: 3.328955 loss_class_dn: 0.356393 loss_bbox_dn: 0.113617 loss_giou_dn: 0.413046 loss_class_aux_dn: 1.933860 loss_bbox_aux_dn: 0.699963 loss_giou_aux_dn: 2.318542 loss: 15.940820 eta: 35 days, 23:25:41 batch_cost: 0.9795 data_cost: 0.0374 ips: 8.1672 images/s [07/23 21:40:02] ppdet.engine INFO: Epoch: [6] [48800/54024] learning_rate: 0.000100 loss_class: 0.709015 loss_bbox: 0.119164 loss_giou: 0.513525 loss_class_aux: 4.384250 loss_bbox_aux: 0.745908 loss_giou_aux: 3.241170 loss_class_dn: 0.357276 loss_bbox_dn: 0.103276 loss_giou_dn: 0.397473 loss_class_aux_dn: 1.922972 loss_bbox_aux_dn: 0.635185 loss_giou_aux_dn: 2.288974 loss: 15.307042 eta: 35 days, 23:22:37 batch_cost: 0.8264 data_cost: 0.0411 ips: 9.6801 images/s [07/23 21:41:31] ppdet.engine INFO: Epoch: [6] [48900/54024] learning_rate: 0.000100 loss_class: 0.713922 loss_bbox: 0.124215 loss_giou: 0.588188 loss_class_aux: 4.421617 loss_bbox_aux: 0.809432 loss_giou_aux: 3.613296 loss_class_dn: 0.359167 loss_bbox_dn: 0.101926 loss_giou_dn: 0.439428 loss_class_aux_dn: 1.911086 loss_bbox_aux_dn: 0.646629 loss_giou_aux_dn: 2.482160 loss: 15.971761 eta: 35 days, 23:19:51 batch_cost: 0.8372 data_cost: 0.0011 ips: 9.5559 images/s [07/23 21:43:07] ppdet.engine INFO: Epoch: [6] [49000/54024] learning_rate: 0.000100 loss_class: 0.661948 loss_bbox: 0.106528 loss_giou: 0.449030 loss_class_aux: 4.170502 loss_bbox_aux: 0.713106 loss_giou_aux: 2.777065 loss_class_dn: 0.323464 loss_bbox_dn: 0.108610 loss_giou_dn: 0.368089 loss_class_aux_dn: 1.741228 loss_bbox_aux_dn: 0.680785 loss_giou_aux_dn: 2.050861 loss: 14.462622 eta: 35 days, 23:19:12 batch_cost: 0.9137 data_cost: 0.0011 ips: 8.7555 images/s [07/23 21:44:36] ppdet.engine INFO: Epoch: [6] [49100/54024] learning_rate: 0.000100 loss_class: 0.702003 loss_bbox: 0.120638 loss_giou: 0.480462 loss_class_aux: 4.355592 loss_bbox_aux: 0.793722 loss_giou_aux: 3.028827 loss_class_dn: 0.349124 loss_bbox_dn: 0.116361 loss_giou_dn: 0.385843 loss_class_aux_dn: 1.880796 loss_bbox_aux_dn: 0.714901 loss_giou_aux_dn: 2.195531 loss: 15.519886 eta: 35 days, 23:16:27 batch_cost: 0.8375 data_cost: 0.0010 ips: 9.5521 images/s [07/23 21:46:01] ppdet.engine INFO: Epoch: [6] [49200/54024] learning_rate: 0.000100 loss_class: 0.683190 loss_bbox: 0.110186 loss_giou: 0.483781 loss_class_aux: 4.274483 loss_bbox_aux: 0.715092 loss_giou_aux: 3.060698 loss_class_dn: 0.349651 loss_bbox_dn: 0.107789 loss_giou_dn: 0.391986 loss_class_aux_dn: 1.913053 loss_bbox_aux_dn: 0.672458 loss_giou_aux_dn: 2.260494 loss: 15.769498 eta: 35 days, 23:12:47 batch_cost: 0.8049 data_cost: 0.0010 ips: 9.9391 images/s [07/23 21:47:22] ppdet.engine INFO: Epoch: [6] [49300/54024] learning_rate: 0.000100 loss_class: 0.722553 loss_bbox: 0.112441 loss_giou: 0.511443 loss_class_aux: 4.496320 loss_bbox_aux: 0.750150 loss_giou_aux: 3.210042 loss_class_dn: 0.353802 loss_bbox_dn: 0.111845 loss_giou_dn: 0.388365 loss_class_aux_dn: 1.903611 loss_bbox_aux_dn: 0.666324 loss_giou_aux_dn: 2.248071 loss: 15.719908 eta: 35 days, 23:08:09 batch_cost: 0.7694 data_cost: 0.0010 ips: 10.3976 images/s [07/23 21:48:45] ppdet.engine INFO: Epoch: [6] [49400/54024] learning_rate: 0.000100 loss_class: 0.692695 loss_bbox: 0.115313 loss_giou: 0.497820 loss_class_aux: 4.371481 loss_bbox_aux: 0.750368 loss_giou_aux: 3.079178 loss_class_dn: 0.338481 loss_bbox_dn: 0.106882 loss_giou_dn: 0.373181 loss_class_aux_dn: 1.877007 loss_bbox_aux_dn: 0.638182 loss_giou_aux_dn: 2.142993 loss: 15.671272 eta: 35 days, 23:03:58 batch_cost: 0.7860 data_cost: 0.0258 ips: 10.1787 images/s [07/23 21:50:25] ppdet.engine INFO: Epoch: [6] [49500/54024] learning_rate: 0.000100 loss_class: 0.717797 loss_bbox: 0.130509 loss_giou: 0.501859 loss_class_aux: 4.501276 loss_bbox_aux: 0.837386 loss_giou_aux: 3.132244 loss_class_dn: 0.344918 loss_bbox_dn: 0.110630 loss_giou_dn: 0.394020 loss_class_aux_dn: 1.880908 loss_bbox_aux_dn: 0.665872 loss_giou_aux_dn: 2.214887 loss: 15.663688 eta: 35 days, 23:04:29 batch_cost: 0.9557 data_cost: 0.0010 ips: 8.3708 images/s [07/23 21:51:55] ppdet.engine INFO: Epoch: [6] [49600/54024] learning_rate: 0.000100 loss_class: 0.703131 loss_bbox: 0.115507 loss_giou: 0.526488 loss_class_aux: 4.386683 loss_bbox_aux: 0.739928 loss_giou_aux: 3.273054 loss_class_dn: 0.354713 loss_bbox_dn: 0.110059 loss_giou_dn: 0.421786 loss_class_aux_dn: 1.952308 loss_bbox_aux_dn: 0.691324 loss_giou_aux_dn: 2.365391 loss: 15.920834 eta: 35 days, 23:01:59 batch_cost: 0.8463 data_cost: 0.0097 ips: 9.4529 images/s [07/23 21:53:19] ppdet.engine INFO: Epoch: [6] [49700/54024] learning_rate: 0.000100 loss_class: 0.717659 loss_bbox: 0.126549 loss_giou: 0.532093 loss_class_aux: 4.403703 loss_bbox_aux: 0.819013 loss_giou_aux: 3.401711 loss_class_dn: 0.355585 loss_bbox_dn: 0.109498 loss_giou_dn: 0.430410 loss_class_aux_dn: 1.919612 loss_bbox_aux_dn: 0.663125 loss_giou_aux_dn: 2.430618 loss: 16.122312 eta: 35 days, 22:57:59 batch_cost: 0.7923 data_cost: 0.0012 ips: 10.0972 images/s [07/23 21:54:53] ppdet.engine INFO: Epoch: [6] [49800/54024] learning_rate: 0.000100 loss_class: 0.713609 loss_bbox: 0.116828 loss_giou: 0.496232 loss_class_aux: 4.457487 loss_bbox_aux: 0.746285 loss_giou_aux: 3.147556 loss_class_dn: 0.355339 loss_bbox_dn: 0.114022 loss_giou_dn: 0.404456 loss_class_aux_dn: 1.912852 loss_bbox_aux_dn: 0.646086 loss_giou_aux_dn: 2.301400 loss: 15.788217 eta: 35 days, 22:56:38 batch_cost: 0.8884 data_cost: 0.0601 ips: 9.0047 images/s [07/23 21:56:25] ppdet.engine INFO: Epoch: [6] [49900/54024] learning_rate: 0.000100 loss_class: 0.721591 loss_bbox: 0.121205 loss_giou: 0.491053 loss_class_aux: 4.437231 loss_bbox_aux: 0.795746 loss_giou_aux: 3.100592 loss_class_dn: 0.353048 loss_bbox_dn: 0.117879 loss_giou_dn: 0.394119 loss_class_aux_dn: 1.903802 loss_bbox_aux_dn: 0.740999 loss_giou_aux_dn: 2.253127 loss: 15.894625 eta: 35 days, 22:54:44 batch_cost: 0.8681 data_cost: 0.0269 ips: 9.2155 images/s [07/23 21:58:24] ppdet.engine INFO: Epoch: [6] [50000/54024] learning_rate: 0.000100 loss_class: 0.738039 loss_bbox: 0.117314 loss_giou: 0.562151 loss_class_aux: 4.588412 loss_bbox_aux: 0.783455 loss_giou_aux: 3.473201 loss_class_dn: 0.379510 loss_bbox_dn: 0.107681 loss_giou_dn: 0.424301 loss_class_aux_dn: 2.043009 loss_bbox_aux_dn: 0.665248 loss_giou_aux_dn: 2.447419 loss: 16.763506 eta: 35 days, 23:00:34 batch_cost: 1.1476 data_cost: 0.1078 ips: 6.9708 images/s [07/23 22:00:06] ppdet.engine INFO: Epoch: [6] [50100/54024] learning_rate: 0.000100 loss_class: 0.702176 loss_bbox: 0.111647 loss_giou: 0.506928 loss_class_aux: 4.312055 loss_bbox_aux: 0.741653 loss_giou_aux: 3.200899 loss_class_dn: 0.341724 loss_bbox_dn: 0.103918 loss_giou_dn: 0.391973 loss_class_aux_dn: 1.832678 loss_bbox_aux_dn: 0.637049 loss_giou_aux_dn: 2.218498 loss: 15.161519 eta: 35 days, 23:01:17 batch_cost: 0.9631 data_cost: 0.0058 ips: 8.3069 images/s [07/23 22:01:31] ppdet.engine INFO: Epoch: [6] [50200/54024] learning_rate: 0.000100 loss_class: 0.731306 loss_bbox: 0.119566 loss_giou: 0.542800 loss_class_aux: 4.449463 loss_bbox_aux: 0.766794 loss_giou_aux: 3.378712 loss_class_dn: 0.369092 loss_bbox_dn: 0.111298 loss_giou_dn: 0.405565 loss_class_aux_dn: 1.984448 loss_bbox_aux_dn: 0.682974 loss_giou_aux_dn: 2.257996 loss: 16.196466 eta: 35 days, 22:57:44 batch_cost: 0.8089 data_cost: 0.0012 ips: 9.8904 images/s [07/23 22:03:01] ppdet.engine INFO: Epoch: [6] [50300/54024] learning_rate: 0.000100 loss_class: 0.742054 loss_bbox: 0.116733 loss_giou: 0.555477 loss_class_aux: 4.577342 loss_bbox_aux: 0.767087 loss_giou_aux: 3.477206 loss_class_dn: 0.368128 loss_bbox_dn: 0.108516 loss_giou_dn: 0.419659 loss_class_aux_dn: 1.990872 loss_bbox_aux_dn: 0.668814 loss_giou_aux_dn: 2.373218 loss: 16.333292 eta: 35 days, 22:55:19 batch_cost: 0.8494 data_cost: 0.0011 ips: 9.4182 images/s [07/23 22:04:35] ppdet.engine INFO: Epoch: [6] [50400/54024] learning_rate: 0.000100 loss_class: 0.712459 loss_bbox: 0.116920 loss_giou: 0.518944 loss_class_aux: 4.566198 loss_bbox_aux: 0.756437 loss_giou_aux: 3.220247 loss_class_dn: 0.365148 loss_bbox_dn: 0.105287 loss_giou_dn: 0.393060 loss_class_aux_dn: 1.934992 loss_bbox_aux_dn: 0.642093 loss_giou_aux_dn: 2.224770 loss: 15.833085 eta: 35 days, 22:54:00 batch_cost: 0.8893 data_cost: 0.0011 ips: 8.9963 images/s [07/23 22:06:07] ppdet.engine INFO: Epoch: [6] [50500/54024] learning_rate: 0.000100 loss_class: 0.714008 loss_bbox: 0.110285 loss_giou: 0.536814 loss_class_aux: 4.379470 loss_bbox_aux: 0.708643 loss_giou_aux: 3.408306 loss_class_dn: 0.363896 loss_bbox_dn: 0.101576 loss_giou_dn: 0.404706 loss_class_aux_dn: 1.948976 loss_bbox_aux_dn: 0.629494 loss_giou_aux_dn: 2.319022 loss: 15.797315 eta: 35 days, 22:52:08 batch_cost: 0.8692 data_cost: 0.0012 ips: 9.2040 images/s [07/23 22:07:35] ppdet.engine INFO: Epoch: [6] [50600/54024] learning_rate: 0.000100 loss_class: 0.666252 loss_bbox: 0.114116 loss_giou: 0.454856 loss_class_aux: 4.113775 loss_bbox_aux: 0.781182 loss_giou_aux: 2.875719 loss_class_dn: 0.326914 loss_bbox_dn: 0.112802 loss_giou_dn: 0.364033 loss_class_aux_dn: 1.779880 loss_bbox_aux_dn: 0.699493 loss_giou_aux_dn: 2.047779 loss: 15.046572 eta: 35 days, 22:49:14 batch_cost: 0.8323 data_cost: 0.0152 ips: 9.6116 images/s [07/23 22:09:10] ppdet.engine INFO: Epoch: [6] [50700/54024] learning_rate: 0.000100 loss_class: 0.692994 loss_bbox: 0.113663 loss_giou: 0.465346 loss_class_aux: 4.289011 loss_bbox_aux: 0.736450 loss_giou_aux: 2.932105 loss_class_dn: 0.344776 loss_bbox_dn: 0.106714 loss_giou_dn: 0.370616 loss_class_aux_dn: 1.864013 loss_bbox_aux_dn: 0.653199 loss_giou_aux_dn: 2.119091 loss: 15.484362 eta: 35 days, 22:48:23 batch_cost: 0.9060 data_cost: 0.0011 ips: 8.8303 images/s [07/23 22:11:00] ppdet.engine INFO: Epoch: [6] [50800/54024] learning_rate: 0.000100 loss_class: 0.697071 loss_bbox: 0.111097 loss_giou: 0.491128 loss_class_aux: 4.338781 loss_bbox_aux: 0.734587 loss_giou_aux: 3.034818 loss_class_dn: 0.352349 loss_bbox_dn: 0.103852 loss_giou_dn: 0.393536 loss_class_aux_dn: 1.900825 loss_bbox_aux_dn: 0.630101 loss_giou_aux_dn: 2.238258 loss: 15.395726 eta: 35 days, 22:51:33 batch_cost: 1.0527 data_cost: 0.0752 ips: 7.5995 images/s [07/23 22:12:33] ppdet.engine INFO: Epoch: [6] [50900/54024] learning_rate: 0.000100 loss_class: 0.718223 loss_bbox: 0.115486 loss_giou: 0.555744 loss_class_aux: 4.562566 loss_bbox_aux: 0.752398 loss_giou_aux: 3.454827 loss_class_dn: 0.363055 loss_bbox_dn: 0.109424 loss_giou_dn: 0.412855 loss_class_aux_dn: 1.970132 loss_bbox_aux_dn: 0.661589 loss_giou_aux_dn: 2.334687 loss: 15.761282 eta: 35 days, 22:50:15 batch_cost: 0.8900 data_cost: 0.0011 ips: 8.9892 images/s [07/23 22:14:11] ppdet.engine INFO: Epoch: [6] [51000/54024] learning_rate: 0.000100 loss_class: 0.687517 loss_bbox: 0.115992 loss_giou: 0.501684 loss_class_aux: 4.279928 loss_bbox_aux: 0.739808 loss_giou_aux: 3.121628 loss_class_dn: 0.347989 loss_bbox_dn: 0.106596 loss_giou_dn: 0.383597 loss_class_aux_dn: 1.869805 loss_bbox_aux_dn: 0.663626 loss_giou_aux_dn: 2.191826 loss: 15.284624 eta: 35 days, 22:50:03 batch_cost: 0.9300 data_cost: 0.0011 ips: 8.6018 images/s [07/23 22:15:45] ppdet.engine INFO: Epoch: [6] [51100/54024] learning_rate: 0.000100 loss_class: 0.729653 loss_bbox: 0.111917 loss_giou: 0.486824 loss_class_aux: 4.426024 loss_bbox_aux: 0.738771 loss_giou_aux: 3.064460 loss_class_dn: 0.340758 loss_bbox_dn: 0.121113 loss_giou_dn: 0.392887 loss_class_aux_dn: 1.862223 loss_bbox_aux_dn: 0.704849 loss_giou_aux_dn: 2.219701 loss: 15.550252 eta: 35 days, 22:48:51 batch_cost: 0.8936 data_cost: 0.0010 ips: 8.9524 images/s [07/23 22:17:37] ppdet.engine INFO: Epoch: [6] [51200/54024] learning_rate: 0.000100 loss_class: 0.691292 loss_bbox: 0.110340 loss_giou: 0.501759 loss_class_aux: 4.299000 loss_bbox_aux: 0.710201 loss_giou_aux: 3.099147 loss_class_dn: 0.356340 loss_bbox_dn: 0.099833 loss_giou_dn: 0.387502 loss_class_aux_dn: 1.918457 loss_bbox_aux_dn: 0.605558 loss_giou_aux_dn: 2.193943 loss: 15.564439 eta: 35 days, 22:52:26 batch_cost: 1.0682 data_cost: 0.0011 ips: 7.4889 images/s [07/23 22:19:15] ppdet.engine INFO: Epoch: [6] [51300/54024] learning_rate: 0.000100 loss_class: 0.691899 loss_bbox: 0.110413 loss_giou: 0.491819 loss_class_aux: 4.288002 loss_bbox_aux: 0.750110 loss_giou_aux: 3.104451 loss_class_dn: 0.339593 loss_bbox_dn: 0.110227 loss_giou_dn: 0.385096 loss_class_aux_dn: 1.814163 loss_bbox_aux_dn: 0.681770 loss_giou_aux_dn: 2.169925 loss: 15.097547 eta: 35 days, 22:52:10 batch_cost: 0.9274 data_cost: 0.0766 ips: 8.6262 images/s [07/23 22:20:46] ppdet.engine INFO: Epoch: [6] [51400/54024] learning_rate: 0.000100 loss_class: 0.663929 loss_bbox: 0.112089 loss_giou: 0.460071 loss_class_aux: 4.201593 loss_bbox_aux: 0.725864 loss_giou_aux: 2.871749 loss_class_dn: 0.332454 loss_bbox_dn: 0.106822 loss_giou_dn: 0.365454 loss_class_aux_dn: 1.794572 loss_bbox_aux_dn: 0.631331 loss_giou_aux_dn: 2.062000 loss: 15.129742 eta: 35 days, 22:50:10 batch_cost: 0.8649 data_cost: 0.0011 ips: 9.2497 images/s [07/23 22:22:13] ppdet.engine INFO: Epoch: [6] [51500/54024] learning_rate: 0.000100 loss_class: 0.678976 loss_bbox: 0.126247 loss_giou: 0.501830 loss_class_aux: 4.159167 loss_bbox_aux: 0.819380 loss_giou_aux: 3.196801 loss_class_dn: 0.347203 loss_bbox_dn: 0.115386 loss_giou_dn: 0.397759 loss_class_aux_dn: 1.869184 loss_bbox_aux_dn: 0.717622 loss_giou_aux_dn: 2.247704 loss: 15.714409 eta: 35 days, 22:46:56 batch_cost: 0.8195 data_cost: 0.0012 ips: 9.7619 images/s [07/23 22:23:44] ppdet.engine INFO: Epoch: [6] [51600/54024] learning_rate: 0.000100 loss_class: 0.742634 loss_bbox: 0.118537 loss_giou: 0.482628 loss_class_aux: 4.580673 loss_bbox_aux: 0.775948 loss_giou_aux: 3.058506 loss_class_dn: 0.356940 loss_bbox_dn: 0.112876 loss_giou_dn: 0.385514 loss_class_aux_dn: 1.926717 loss_bbox_aux_dn: 0.693949 loss_giou_aux_dn: 2.230964 loss: 15.689834 eta: 35 days, 22:44:56 batch_cost: 0.8650 data_cost: 0.0013 ips: 9.2488 images/s [07/23 22:25:12] ppdet.engine INFO: Epoch: [6] [51700/54024] learning_rate: 0.000100 loss_class: 0.718957 loss_bbox: 0.116510 loss_giou: 0.558513 loss_class_aux: 4.402414 loss_bbox_aux: 0.781311 loss_giou_aux: 3.482152 loss_class_dn: 0.363585 loss_bbox_dn: 0.105020 loss_giou_dn: 0.412776 loss_class_aux_dn: 1.960897 loss_bbox_aux_dn: 0.650773 loss_giou_aux_dn: 2.356911 loss: 16.076771 eta: 35 days, 22:41:59 batch_cost: 0.8300 data_cost: 0.0012 ips: 9.6383 images/s [07/23 22:26:42] ppdet.engine INFO: Epoch: [6] [51800/54024] learning_rate: 0.000100 loss_class: 0.679045 loss_bbox: 0.110870 loss_giou: 0.475411 loss_class_aux: 4.237271 loss_bbox_aux: 0.724374 loss_giou_aux: 2.960889 loss_class_dn: 0.324985 loss_bbox_dn: 0.105236 loss_giou_dn: 0.370478 loss_class_aux_dn: 1.765783 loss_bbox_aux_dn: 0.644744 loss_giou_aux_dn: 2.078165 loss: 14.342501 eta: 35 days, 22:39:43 batch_cost: 0.8547 data_cost: 0.0015 ips: 9.3598 images/s [07/23 22:28:28] ppdet.engine INFO: Epoch: [6] [51900/54024] learning_rate: 0.000100 loss_class: 0.697556 loss_bbox: 0.115886 loss_giou: 0.505556 loss_class_aux: 4.392610 loss_bbox_aux: 0.753105 loss_giou_aux: 3.146393 loss_class_dn: 0.341196 loss_bbox_dn: 0.100340 loss_giou_dn: 0.378090 loss_class_aux_dn: 1.836004 loss_bbox_aux_dn: 0.620018 loss_giou_aux_dn: 2.149619 loss: 15.381397 eta: 35 days, 22:41:53 batch_cost: 1.0168 data_cost: 0.0011 ips: 7.8678 images/s [07/23 22:29:57] ppdet.engine INFO: Epoch: [6] [52000/54024] learning_rate: 0.000100 loss_class: 0.734282 loss_bbox: 0.124444 loss_giou: 0.525057 loss_class_aux: 4.567389 loss_bbox_aux: 0.798056 loss_giou_aux: 3.306980 loss_class_dn: 0.359838 loss_bbox_dn: 0.113519 loss_giou_dn: 0.420620 loss_class_aux_dn: 1.925330 loss_bbox_aux_dn: 0.693246 loss_giou_aux_dn: 2.365242 loss: 15.808990 eta: 35 days, 22:39:14 batch_cost: 0.8409 data_cost: 0.0011 ips: 9.5135 images/s [07/23 22:31:27] ppdet.engine INFO: Epoch: [6] [52100/54024] learning_rate: 0.000100 loss_class: 0.706823 loss_bbox: 0.117725 loss_giou: 0.514278 loss_class_aux: 4.413060 loss_bbox_aux: 0.745436 loss_giou_aux: 3.271790 loss_class_dn: 0.354878 loss_bbox_dn: 0.113524 loss_giou_dn: 0.391776 loss_class_aux_dn: 1.907609 loss_bbox_aux_dn: 0.673336 loss_giou_aux_dn: 2.261651 loss: 15.776958 eta: 35 days, 22:36:51 batch_cost: 0.8505 data_cost: 0.0210 ips: 9.4062 images/s [07/23 22:32:55] ppdet.engine INFO: Epoch: [6] [52200/54024] learning_rate: 0.000100 loss_class: 0.675165 loss_bbox: 0.113262 loss_giou: 0.483527 loss_class_aux: 4.228921 loss_bbox_aux: 0.733430 loss_giou_aux: 3.021801 loss_class_dn: 0.357869 loss_bbox_dn: 0.103450 loss_giou_dn: 0.387772 loss_class_aux_dn: 1.924302 loss_bbox_aux_dn: 0.653264 loss_giou_aux_dn: 2.234740 loss: 15.581825 eta: 35 days, 22:34:02 batch_cost: 0.8348 data_cost: 0.0011 ips: 9.5836 images/s [07/23 22:34:41] ppdet.engine INFO: Epoch: [6] [52300/54024] learning_rate: 0.000100 loss_class: 0.644443 loss_bbox: 0.115636 loss_giou: 0.483290 loss_class_aux: 3.999853 loss_bbox_aux: 0.752227 loss_giou_aux: 3.075110 loss_class_dn: 0.327155 loss_bbox_dn: 0.104034 loss_giou_dn: 0.377207 loss_class_aux_dn: 1.758802 loss_bbox_aux_dn: 0.645279 loss_giou_aux_dn: 2.137860 loss: 14.546267 eta: 35 days, 22:36:03 batch_cost: 1.0114 data_cost: 0.0014 ips: 7.9095 images/s [07/23 22:36:09] ppdet.engine INFO: Epoch: [6] [52400/54024] learning_rate: 0.000100 loss_class: 0.666610 loss_bbox: 0.113722 loss_giou: 0.456313 loss_class_aux: 4.126145 loss_bbox_aux: 0.748131 loss_giou_aux: 2.874160 loss_class_dn: 0.331139 loss_bbox_dn: 0.106152 loss_giou_dn: 0.359670 loss_class_aux_dn: 1.798123 loss_bbox_aux_dn: 0.672346 loss_giou_aux_dn: 2.020260 loss: 14.338214 eta: 35 days, 22:33:07 batch_cost: 0.8308 data_cost: 0.0011 ips: 9.6294 images/s [07/23 22:37:44] ppdet.engine INFO: Epoch: [6] [52500/54024] learning_rate: 0.000100 loss_class: 0.683620 loss_bbox: 0.109890 loss_giou: 0.521742 loss_class_aux: 4.268736 loss_bbox_aux: 0.722799 loss_giou_aux: 3.265429 loss_class_dn: 0.349009 loss_bbox_dn: 0.104550 loss_giou_dn: 0.394721 loss_class_aux_dn: 1.873441 loss_bbox_aux_dn: 0.644183 loss_giou_aux_dn: 2.222312 loss: 15.519714 eta: 35 days, 22:32:20 batch_cost: 0.9090 data_cost: 0.0011 ips: 8.8011 images/s [07/23 22:39:12] ppdet.engine INFO: Epoch: [6] [52600/54024] learning_rate: 0.000100 loss_class: 0.720556 loss_bbox: 0.118002 loss_giou: 0.525741 loss_class_aux: 4.437853 loss_bbox_aux: 0.785219 loss_giou_aux: 3.302253 loss_class_dn: 0.356319 loss_bbox_dn: 0.107909 loss_giou_dn: 0.400018 loss_class_aux_dn: 1.934301 loss_bbox_aux_dn: 0.664024 loss_giou_aux_dn: 2.276862 loss: 15.746058 eta: 35 days, 22:29:28 batch_cost: 0.8329 data_cost: 0.0019 ips: 9.6052 images/s [07/23 22:40:40] ppdet.engine INFO: Epoch: [6] [52700/54024] learning_rate: 0.000100 loss_class: 0.687825 loss_bbox: 0.111609 loss_giou: 0.527927 loss_class_aux: 4.275960 loss_bbox_aux: 0.725109 loss_giou_aux: 3.318810 loss_class_dn: 0.337191 loss_bbox_dn: 0.103776 loss_giou_dn: 0.389578 loss_class_aux_dn: 1.808056 loss_bbox_aux_dn: 0.655055 loss_giou_aux_dn: 2.195805 loss: 15.315206 eta: 35 days, 22:26:28 batch_cost: 0.8277 data_cost: 0.0010 ips: 9.6658 images/s [07/23 22:42:13] ppdet.engine INFO: Epoch: [6] [52800/54024] learning_rate: 0.000100 loss_class: 0.686455 loss_bbox: 0.107802 loss_giou: 0.474451 loss_class_aux: 4.391765 loss_bbox_aux: 0.707336 loss_giou_aux: 2.961194 loss_class_dn: 0.338259 loss_bbox_dn: 0.099578 loss_giou_dn: 0.367746 loss_class_aux_dn: 1.832537 loss_bbox_aux_dn: 0.636402 loss_giou_aux_dn: 2.105078 loss: 14.795404 eta: 35 days, 22:24:53 batch_cost: 0.8797 data_cost: 0.0010 ips: 9.0938 images/s [07/23 22:44:03] ppdet.engine INFO: Epoch: [6] [52900/54024] learning_rate: 0.000100 loss_class: 0.734073 loss_bbox: 0.118773 loss_giou: 0.491723 loss_class_aux: 4.589101 loss_bbox_aux: 0.775852 loss_giou_aux: 3.111650 loss_class_dn: 0.373494 loss_bbox_dn: 0.110686 loss_giou_dn: 0.385968 loss_class_aux_dn: 2.014197 loss_bbox_aux_dn: 0.673076 loss_giou_aux_dn: 2.209362 loss: 16.290300 eta: 35 days, 22:28:13 batch_cost: 1.0601 data_cost: 0.2634 ips: 7.5463 images/s [07/23 22:45:35] ppdet.engine INFO: Epoch: [6] [53000/54024] learning_rate: 0.000100 loss_class: 0.729225 loss_bbox: 0.122087 loss_giou: 0.534755 loss_class_aux: 4.526466 loss_bbox_aux: 0.815681 loss_giou_aux: 3.353779 loss_class_dn: 0.368414 loss_bbox_dn: 0.118810 loss_giou_dn: 0.402255 loss_class_aux_dn: 1.957982 loss_bbox_aux_dn: 0.739836 loss_giou_aux_dn: 2.311994 loss: 16.305228 eta: 35 days, 22:26:20 batch_cost: 0.8689 data_cost: 0.0593 ips: 9.2068 images/s [07/23 22:47:16] ppdet.engine INFO: Epoch: [6] [53100/54024] learning_rate: 0.000100 loss_class: 0.686823 loss_bbox: 0.113292 loss_giou: 0.480198 loss_class_aux: 4.285003 loss_bbox_aux: 0.719437 loss_giou_aux: 3.059774 loss_class_dn: 0.340563 loss_bbox_dn: 0.111031 loss_giou_dn: 0.381231 loss_class_aux_dn: 1.847922 loss_bbox_aux_dn: 0.672273 loss_giou_aux_dn: 2.129169 loss: 14.942333 eta: 35 days, 22:27:05 batch_cost: 0.9659 data_cost: 0.0760 ips: 8.2825 images/s [07/23 22:48:41] ppdet.engine INFO: Epoch: [6] [53200/54024] learning_rate: 0.000100 loss_class: 0.717306 loss_bbox: 0.118726 loss_giou: 0.515440 loss_class_aux: 4.534100 loss_bbox_aux: 0.773669 loss_giou_aux: 3.297720 loss_class_dn: 0.365593 loss_bbox_dn: 0.105978 loss_giou_dn: 0.414241 loss_class_aux_dn: 1.994293 loss_bbox_aux_dn: 0.664733 loss_giou_aux_dn: 2.358805 loss: 16.473877 eta: 35 days, 22:23:12 batch_cost: 0.7950 data_cost: 0.0012 ips: 10.0627 images/s [07/23 22:50:12] ppdet.engine INFO: Epoch: [6] [53300/54024] learning_rate: 0.000100 loss_class: 0.697439 loss_bbox: 0.115419 loss_giou: 0.497328 loss_class_aux: 4.345152 loss_bbox_aux: 0.760598 loss_giou_aux: 3.113776 loss_class_dn: 0.353316 loss_bbox_dn: 0.108338 loss_giou_dn: 0.385497 loss_class_aux_dn: 1.916573 loss_bbox_aux_dn: 0.649530 loss_giou_aux_dn: 2.183972 loss: 15.630568 eta: 35 days, 22:21:12 batch_cost: 0.8645 data_cost: 0.0014 ips: 9.2537 images/s [07/23 22:51:45] ppdet.engine INFO: Epoch: [6] [53400/54024] learning_rate: 0.000100 loss_class: 0.698723 loss_bbox: 0.118025 loss_giou: 0.567402 loss_class_aux: 4.348134 loss_bbox_aux: 0.782690 loss_giou_aux: 3.612001 loss_class_dn: 0.374803 loss_bbox_dn: 0.105090 loss_giou_dn: 0.430067 loss_class_aux_dn: 1.994892 loss_bbox_aux_dn: 0.660422 loss_giou_aux_dn: 2.431666 loss: 16.590123 eta: 35 days, 22:19:38 batch_cost: 0.8806 data_cost: 0.0486 ips: 9.0852 images/s [07/23 22:53:26] ppdet.engine INFO: Epoch: [6] [53500/54024] learning_rate: 0.000100 loss_class: 0.693608 loss_bbox: 0.115694 loss_giou: 0.500248 loss_class_aux: 4.271168 loss_bbox_aux: 0.778953 loss_giou_aux: 3.131284 loss_class_dn: 0.340335 loss_bbox_dn: 0.117559 loss_giou_dn: 0.379412 loss_class_aux_dn: 1.832899 loss_bbox_aux_dn: 0.726657 loss_giou_aux_dn: 2.121546 loss: 15.013749 eta: 35 days, 22:20:26 batch_cost: 0.9679 data_cost: 0.0013 ips: 8.2649 images/s [07/23 22:54:57] ppdet.engine INFO: Epoch: [6] [53600/54024] learning_rate: 0.000100 loss_class: 0.681458 loss_bbox: 0.111954 loss_giou: 0.492571 loss_class_aux: 4.366708 loss_bbox_aux: 0.742341 loss_giou_aux: 3.068963 loss_class_dn: 0.336658 loss_bbox_dn: 0.106822 loss_giou_dn: 0.376339 loss_class_aux_dn: 1.809869 loss_bbox_aux_dn: 0.662478 loss_giou_aux_dn: 2.160219 loss: 14.706686 eta: 35 days, 22:17:59 batch_cost: 0.8478 data_cost: 0.0012 ips: 9.4360 images/s [07/23 22:56:22] ppdet.engine INFO: Epoch: [6] [53700/54024] learning_rate: 0.000100 loss_class: 0.733687 loss_bbox: 0.113384 loss_giou: 0.494422 loss_class_aux: 4.556421 loss_bbox_aux: 0.751863 loss_giou_aux: 3.091193 loss_class_dn: 0.347337 loss_bbox_dn: 0.109344 loss_giou_dn: 0.377508 loss_class_aux_dn: 1.887186 loss_bbox_aux_dn: 0.666757 loss_giou_aux_dn: 2.160159 loss: 15.498607 eta: 35 days, 22:14:25 batch_cost: 0.8065 data_cost: 0.0085 ips: 9.9198 images/s [07/23 22:57:47] ppdet.engine INFO: Epoch: [6] [53800/54024] learning_rate: 0.000100 loss_class: 0.676034 loss_bbox: 0.111630 loss_giou: 0.488969 loss_class_aux: 4.155859 loss_bbox_aux: 0.731203 loss_giou_aux: 3.004559 loss_class_dn: 0.331377 loss_bbox_dn: 0.103896 loss_giou_dn: 0.386274 loss_class_aux_dn: 1.808664 loss_bbox_aux_dn: 0.639179 loss_giou_aux_dn: 2.204538 loss: 14.847112 eta: 35 days, 22:10:48 batch_cost: 0.8050 data_cost: 0.0013 ips: 9.9383 images/s [07/23 22:59:13] ppdet.engine INFO: Epoch: [6] [53900/54024] learning_rate: 0.000100 loss_class: 0.729069 loss_bbox: 0.123162 loss_giou: 0.604141 loss_class_aux: 4.497568 loss_bbox_aux: 0.816169 loss_giou_aux: 3.783346 loss_class_dn: 0.382186 loss_bbox_dn: 0.109007 loss_giou_dn: 0.454658 loss_class_aux_dn: 2.052630 loss_bbox_aux_dn: 0.642125 loss_giou_aux_dn: 2.594965 loss: 17.357995 eta: 35 days, 22:07:17 batch_cost: 0.8083 data_cost: 0.0184 ips: 9.8970 images/s [07/23 23:00:47] ppdet.engine INFO: Epoch: [6] [54000/54024] learning_rate: 0.000100 loss_class: 0.712665 loss_bbox: 0.110946 loss_giou: 0.549579 loss_class_aux: 4.463755 loss_bbox_aux: 0.708573 loss_giou_aux: 3.443666 loss_class_dn: 0.356660 loss_bbox_dn: 0.100508 loss_giou_dn: 0.416805 loss_class_aux_dn: 1.924394 loss_bbox_aux_dn: 0.611141 loss_giou_aux_dn: 2.327439 loss: 15.995553 eta: 35 days, 22:06:06 batch_cost: 0.8943 data_cost: 0.0705 ips: 8.9457 images/s [07/23 23:01:18] ppdet.engine INFO: Eval iter: 0 [07/23 23:01:39] ppdet.engine INFO: Eval iter: 100 [07/23 23:01:59] ppdet.engine INFO: Eval iter: 200 [07/23 23:02:19] ppdet.engine INFO: Eval iter: 300 [07/23 23:02:38] ppdet.engine INFO: Eval iter: 400 [07/23 23:02:58] ppdet.engine INFO: Eval iter: 500 [07/23 23:03:18] ppdet.engine INFO: Eval iter: 600 [07/23 23:03:38] ppdet.engine INFO: Eval iter: 700 [07/23 23:03:58] ppdet.engine INFO: Eval iter: 800 [07/23 23:04:18] ppdet.engine INFO: Eval iter: 900 [07/23 23:04:37] ppdet.engine INFO: Eval iter: 1000 [07/23 23:04:58] ppdet.engine INFO: Eval iter: 1100 [07/23 23:05:17] ppdet.engine INFO: Eval iter: 1200 [07/23 23:05:37] ppdet.engine INFO: Eval iter: 1300 [07/23 23:05:57] ppdet.engine INFO: Eval iter: 1400 [07/23 23:06:17] ppdet.engine INFO: Eval iter: 1500 [07/23 23:06:36] ppdet.engine INFO: Eval iter: 1600 [07/23 23:06:56] ppdet.engine INFO: Eval iter: 1700 [07/23 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[07/23 23:33:16] ppdet.engine INFO: Eval iter: 9500 [07/23 23:33:37] ppdet.engine INFO: Eval iter: 9600 [07/23 23:33:58] ppdet.engine INFO: Eval iter: 9700 [07/23 23:34:18] ppdet.engine INFO: Eval iter: 9800 [07/23 23:34:38] ppdet.engine INFO: Eval iter: 9900 [07/23 23:40:24] ppdet.metrics.metrics INFO: The bbox result is saved to bbox.json. loading annotations into memory... Done (t=5.21s) creating index... index created! [07/23 23:40:31] ppdet.metrics.coco_utils INFO: Start evaluate... Loading and preparing results... DONE (t=213.18s) creating index... index created! Running per image evaluation... Evaluate annotation type *bbox* DONE (t=2686.11s). Accumulating evaluation results... DONE (t=716.11s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.332 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.439 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.360 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.151 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.319 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.460 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.281 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.543 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.587 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.348 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.589 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.750 [07/24 00:42:32] ppdet.engine INFO: Total sample number: 80000, average FPS: 39.45081208750364 [07/24 00:42:32] ppdet.engine INFO: Best test bbox ap is 0.332. [07/24 00:42:46] ppdet.engine INFO: Epoch: [7] [ 0/54024] learning_rate: 0.000100 loss_class: 0.715220 loss_bbox: 0.111017 loss_giou: 0.522886 loss_class_aux: 4.409837 loss_bbox_aux: 0.711295 loss_giou_aux: 3.220075 loss_class_dn: 0.350087 loss_bbox_dn: 0.102278 loss_giou_dn: 0.397602 loss_class_aux_dn: 1.868589 loss_bbox_aux_dn: 0.648192 loss_giou_aux_dn: 2.244834 loss: 15.516068 eta: 35 days, 22:05:03 batch_cost: 0.8988 data_cost: 0.0749 ips: 8.9010 images/s [07/24 00:44:25] ppdet.engine INFO: Epoch: [7] [ 100/54024] learning_rate: 0.000100 loss_class: 0.668512 loss_bbox: 0.108461 loss_giou: 0.484914 loss_class_aux: 4.227311 loss_bbox_aux: 0.702880 loss_giou_aux: 3.031282 loss_class_dn: 0.345051 loss_bbox_dn: 0.109218 loss_giou_dn: 0.387465 loss_class_aux_dn: 1.864786 loss_bbox_aux_dn: 0.677497 loss_giou_aux_dn: 2.179648 loss: 14.944338 eta: 35 days, 22:05:18 batch_cost: 0.9475 data_cost: 0.0232 ips: 8.4435 images/s [07/24 00:46:00] ppdet.engine INFO: Epoch: [7] [ 200/54024] learning_rate: 0.000100 loss_class: 0.720187 loss_bbox: 0.122445 loss_giou: 0.545871 loss_class_aux: 4.547349 loss_bbox_aux: 0.798415 loss_giou_aux: 3.390362 loss_class_dn: 0.369786 loss_bbox_dn: 0.118963 loss_giou_dn: 0.417102 loss_class_aux_dn: 1.992629 loss_bbox_aux_dn: 0.703222 loss_giou_aux_dn: 2.358826 loss: 16.405684 eta: 35 days, 22:04:10 batch_cost: 0.8962 data_cost: 0.0011 ips: 8.9262 images/s [07/24 00:47:40] ppdet.engine INFO: Epoch: [7] [ 300/54024] learning_rate: 0.000100 loss_class: 0.689722 loss_bbox: 0.111797 loss_giou: 0.523965 loss_class_aux: 4.353101 loss_bbox_aux: 0.716139 loss_giou_aux: 3.302969 loss_class_dn: 0.347126 loss_bbox_dn: 0.105357 loss_giou_dn: 0.397136 loss_class_aux_dn: 1.861707 loss_bbox_aux_dn: 0.645626 loss_giou_aux_dn: 2.244712 loss: 15.976654 eta: 35 days, 22:04:47 batch_cost: 0.9610 data_cost: 0.0011 ips: 8.3243 images/s [07/24 00:49:38] ppdet.engine INFO: Epoch: [7] [ 400/54024] learning_rate: 0.000100 loss_class: 0.680580 loss_bbox: 0.112381 loss_giou: 0.514135 loss_class_aux: 4.214327 loss_bbox_aux: 0.729819 loss_giou_aux: 3.236178 loss_class_dn: 0.342725 loss_bbox_dn: 0.101443 loss_giou_dn: 0.383628 loss_class_aux_dn: 1.836639 loss_bbox_aux_dn: 0.612574 loss_giou_aux_dn: 2.199033 loss: 15.168670 eta: 35 days, 22:09:50 batch_cost: 1.1255 data_cost: 0.0732 ips: 7.1076 images/s [07/24 00:51:30] ppdet.engine INFO: Epoch: [7] [ 500/54024] learning_rate: 0.000100 loss_class: 0.675308 loss_bbox: 0.112165 loss_giou: 0.498913 loss_class_aux: 4.226131 loss_bbox_aux: 0.718625 loss_giou_aux: 3.094322 loss_class_dn: 0.333687 loss_bbox_dn: 0.109096 loss_giou_dn: 0.382254 loss_class_aux_dn: 1.807786 loss_bbox_aux_dn: 0.685640 loss_giou_aux_dn: 2.210796 loss: 15.055592 eta: 35 days, 22:13:30 batch_cost: 1.0742 data_cost: 0.0043 ips: 7.4476 images/s [07/24 00:52:57] ppdet.engine INFO: Epoch: [7] [ 600/54024] learning_rate: 0.000100 loss_class: 0.685877 loss_bbox: 0.113644 loss_giou: 0.537783 loss_class_aux: 4.293849 loss_bbox_aux: 0.763349 loss_giou_aux: 3.369728 loss_class_dn: 0.356965 loss_bbox_dn: 0.108921 loss_giou_dn: 0.405000 loss_class_aux_dn: 1.894220 loss_bbox_aux_dn: 0.676194 loss_giou_aux_dn: 2.266792 loss: 15.748687 eta: 35 days, 22:10:16 batch_cost: 0.8185 data_cost: 0.0011 ips: 9.7740 images/s [07/24 00:54:29] ppdet.engine INFO: Epoch: [7] [ 700/54024] learning_rate: 0.000100 loss_class: 0.698115 loss_bbox: 0.114379 loss_giou: 0.523191 loss_class_aux: 4.315288 loss_bbox_aux: 0.758283 loss_giou_aux: 3.306549 loss_class_dn: 0.344802 loss_bbox_dn: 0.114469 loss_giou_dn: 0.389916 loss_class_aux_dn: 1.867643 loss_bbox_aux_dn: 0.679438 loss_giou_aux_dn: 2.222098 loss: 15.111034 eta: 35 days, 22:08:40 batch_cost: 0.8794 data_cost: 0.0012 ips: 9.0972 images/s [07/24 00:56:10] ppdet.engine INFO: Epoch: [7] [ 800/54024] learning_rate: 0.000100 loss_class: 0.731053 loss_bbox: 0.124180 loss_giou: 0.563737 loss_class_aux: 4.485489 loss_bbox_aux: 0.797638 loss_giou_aux: 3.568501 loss_class_dn: 0.369610 loss_bbox_dn: 0.105862 loss_giou_dn: 0.424975 loss_class_aux_dn: 1.974662 loss_bbox_aux_dn: 0.639067 loss_giou_aux_dn: 2.418012 loss: 16.863976 eta: 35 days, 22:09:15 batch_cost: 0.9604 data_cost: 0.0284 ips: 8.3301 images/s [07/24 00:57:43] ppdet.engine INFO: Epoch: [7] [ 900/54024] learning_rate: 0.000100 loss_class: 0.686115 loss_bbox: 0.123248 loss_giou: 0.550743 loss_class_aux: 4.394388 loss_bbox_aux: 0.790401 loss_giou_aux: 3.444225 loss_class_dn: 0.372776 loss_bbox_dn: 0.111676 loss_giou_dn: 0.408740 loss_class_aux_dn: 1.999647 loss_bbox_aux_dn: 0.678887 loss_giou_aux_dn: 2.272375 loss: 16.377373 eta: 35 days, 22:07:37 batch_cost: 0.8781 data_cost: 0.0010 ips: 9.1105 images/s [07/24 00:59:15] ppdet.engine INFO: Epoch: [7] [ 1000/54024] learning_rate: 0.000100 loss_class: 0.702379 loss_bbox: 0.117753 loss_giou: 0.492278 loss_class_aux: 4.396259 loss_bbox_aux: 0.779184 loss_giou_aux: 3.101978 loss_class_dn: 0.361036 loss_bbox_dn: 0.114850 loss_giou_dn: 0.393676 loss_class_aux_dn: 1.940023 loss_bbox_aux_dn: 0.705947 loss_giou_aux_dn: 2.236855 loss: 15.636842 eta: 35 days, 22:06:02 batch_cost: 0.8802 data_cost: 0.0011 ips: 9.0889 images/s [07/24 01:00:50] ppdet.engine INFO: Epoch: [7] [ 1100/54024] learning_rate: 0.000100 loss_class: 0.741299 loss_bbox: 0.117633 loss_giou: 0.522500 loss_class_aux: 4.588660 loss_bbox_aux: 0.766353 loss_giou_aux: 3.256109 loss_class_dn: 0.365261 loss_bbox_dn: 0.110452 loss_giou_dn: 0.400897 loss_class_aux_dn: 1.942502 loss_bbox_aux_dn: 0.661993 loss_giou_aux_dn: 2.263345 loss: 15.922114 eta: 35 days, 22:04:57 batch_cost: 0.8985 data_cost: 0.0712 ips: 8.9034 images/s [07/24 01:02:26] ppdet.engine INFO: Epoch: [7] [ 1200/54024] learning_rate: 0.000100 loss_class: 0.732540 loss_bbox: 0.114856 loss_giou: 0.509367 loss_class_aux: 4.526383 loss_bbox_aux: 0.768971 loss_giou_aux: 3.168879 loss_class_dn: 0.355940 loss_bbox_dn: 0.108877 loss_giou_dn: 0.382124 loss_class_aux_dn: 1.905898 loss_bbox_aux_dn: 0.671515 loss_giou_aux_dn: 2.198750 loss: 15.520950 eta: 35 days, 22:04:16 batch_cost: 0.9135 data_cost: 0.0055 ips: 8.7573 images/s [07/24 01:03:56] ppdet.engine INFO: Epoch: [7] [ 1300/54024] learning_rate: 0.000100 loss_class: 0.735987 loss_bbox: 0.120029 loss_giou: 0.499919 loss_class_aux: 4.577061 loss_bbox_aux: 0.790151 loss_giou_aux: 3.050670 loss_class_dn: 0.348062 loss_bbox_dn: 0.114679 loss_giou_dn: 0.369468 loss_class_aux_dn: 1.907966 loss_bbox_aux_dn: 0.714263 loss_giou_aux_dn: 2.126897 loss: 15.369652 eta: 35 days, 22:02:03 batch_cost: 0.8560 data_cost: 0.0229 ips: 9.3458 images/s [07/24 01:05:36] ppdet.engine INFO: Epoch: [7] [ 1400/54024] learning_rate: 0.000100 loss_class: 0.683019 loss_bbox: 0.114941 loss_giou: 0.513572 loss_class_aux: 4.255648 loss_bbox_aux: 0.735971 loss_giou_aux: 3.205831 loss_class_dn: 0.334134 loss_bbox_dn: 0.110182 loss_giou_dn: 0.384768 loss_class_aux_dn: 1.793527 loss_bbox_aux_dn: 0.685336 loss_giou_aux_dn: 2.168073 loss: 14.838415 eta: 35 days, 22:02:33 batch_cost: 0.9575 data_cost: 0.0010 ips: 8.3547 images/s [07/24 01:07:10] ppdet.engine INFO: Epoch: [7] [ 1500/54024] learning_rate: 0.000100 loss_class: 0.683276 loss_bbox: 0.109662 loss_giou: 0.453736 loss_class_aux: 4.288570 loss_bbox_aux: 0.701502 loss_giou_aux: 2.776701 loss_class_dn: 0.339952 loss_bbox_dn: 0.114817 loss_giou_dn: 0.351133 loss_class_aux_dn: 1.853707 loss_bbox_aux_dn: 0.699244 loss_giou_aux_dn: 2.011386 loss: 14.809166 eta: 35 days, 22:01:10 batch_cost: 0.8875 data_cost: 0.0387 ips: 9.0137 images/s [07/24 01:08:38] ppdet.engine INFO: Epoch: [7] [ 1600/54024] learning_rate: 0.000100 loss_class: 0.709371 loss_bbox: 0.123455 loss_giou: 0.546601 loss_class_aux: 4.395127 loss_bbox_aux: 0.789237 loss_giou_aux: 3.456654 loss_class_dn: 0.361174 loss_bbox_dn: 0.110381 loss_giou_dn: 0.422932 loss_class_aux_dn: 1.932354 loss_bbox_aux_dn: 0.672592 loss_giou_aux_dn: 2.366015 loss: 16.237881 eta: 35 days, 21:58:25 batch_cost: 0.8368 data_cost: 0.0011 ips: 9.5605 images/s [07/24 01:10:17] ppdet.engine INFO: Epoch: [7] [ 1700/54024] learning_rate: 0.000100 loss_class: 0.667471 loss_bbox: 0.108755 loss_giou: 0.523714 loss_class_aux: 4.175235 loss_bbox_aux: 0.722264 loss_giou_aux: 3.292534 loss_class_dn: 0.338683 loss_bbox_dn: 0.103500 loss_giou_dn: 0.402088 loss_class_aux_dn: 1.817832 loss_bbox_aux_dn: 0.641210 loss_giou_aux_dn: 2.243815 loss: 15.059606 eta: 35 days, 21:58:33 batch_cost: 0.9437 data_cost: 0.1476 ips: 8.4777 images/s [07/24 01:11:44] ppdet.engine INFO: Epoch: [7] [ 1800/54024] learning_rate: 0.000100 loss_class: 0.691352 loss_bbox: 0.111630 loss_giou: 0.529522 loss_class_aux: 4.397481 loss_bbox_aux: 0.733326 loss_giou_aux: 3.333709 loss_class_dn: 0.356597 loss_bbox_dn: 0.109076 loss_giou_dn: 0.403721 loss_class_aux_dn: 1.929498 loss_bbox_aux_dn: 0.665590 loss_giou_aux_dn: 2.304778 loss: 15.945235 eta: 35 days, 21:55:31 batch_cost: 0.8261 data_cost: 0.0010 ips: 9.6845 images/s [07/24 01:13:16] ppdet.engine INFO: Epoch: [7] [ 1900/54024] learning_rate: 0.000100 loss_class: 0.706570 loss_bbox: 0.111578 loss_giou: 0.516448 loss_class_aux: 4.426167 loss_bbox_aux: 0.733708 loss_giou_aux: 3.238860 loss_class_dn: 0.349427 loss_bbox_dn: 0.101892 loss_giou_dn: 0.411298 loss_class_aux_dn: 1.887075 loss_bbox_aux_dn: 0.654289 loss_giou_aux_dn: 2.295683 loss: 15.813312 eta: 35 days, 21:53:52 batch_cost: 0.8778 data_cost: 0.0010 ips: 9.1138 images/s [07/24 01:14:46] ppdet.engine INFO: Epoch: [7] [ 2000/54024] learning_rate: 0.000100 loss_class: 0.699257 loss_bbox: 0.117957 loss_giou: 0.470317 loss_class_aux: 4.315679 loss_bbox_aux: 0.752599 loss_giou_aux: 2.985801 loss_class_dn: 0.343844 loss_bbox_dn: 0.113700 loss_giou_dn: 0.362428 loss_class_aux_dn: 1.861671 loss_bbox_aux_dn: 0.685780 loss_giou_aux_dn: 2.079668 loss: 14.869903 eta: 35 days, 21:51:28 batch_cost: 0.8493 data_cost: 0.0184 ips: 9.4192 images/s [07/24 01:16:29] ppdet.engine INFO: Epoch: [7] [ 2100/54024] learning_rate: 0.000100 loss_class: 0.747726 loss_bbox: 0.132440 loss_giou: 0.529338 loss_class_aux: 4.646431 loss_bbox_aux: 0.835968 loss_giou_aux: 3.281739 loss_class_dn: 0.372325 loss_bbox_dn: 0.119301 loss_giou_dn: 0.416166 loss_class_aux_dn: 1.992652 loss_bbox_aux_dn: 0.715307 loss_giou_aux_dn: 2.373262 loss: 15.956809 eta: 35 days, 21:52:52 batch_cost: 0.9917 data_cost: 0.0029 ips: 8.0674 images/s [07/24 01:17:55] ppdet.engine INFO: Epoch: [7] [ 2200/54024] learning_rate: 0.000100 loss_class: 0.702477 loss_bbox: 0.107832 loss_giou: 0.492322 loss_class_aux: 4.403889 loss_bbox_aux: 0.714417 loss_giou_aux: 3.111124 loss_class_dn: 0.334593 loss_bbox_dn: 0.106773 loss_giou_dn: 0.373743 loss_class_aux_dn: 1.819119 loss_bbox_aux_dn: 0.660927 loss_giou_aux_dn: 2.158613 loss: 15.064776 eta: 35 days, 21:49:37 batch_cost: 0.8176 data_cost: 0.0010 ips: 9.7843 images/s [07/24 01:19:28] ppdet.engine INFO: Epoch: [7] [ 2300/54024] learning_rate: 0.000100 loss_class: 0.740839 loss_bbox: 0.120243 loss_giou: 0.519355 loss_class_aux: 4.560828 loss_bbox_aux: 0.760194 loss_giou_aux: 3.285879 loss_class_dn: 0.366294 loss_bbox_dn: 0.113020 loss_giou_dn: 0.401773 loss_class_aux_dn: 1.995599 loss_bbox_aux_dn: 0.681009 loss_giou_aux_dn: 2.285575 loss: 15.828506 eta: 35 days, 21:48:02 batch_cost: 0.8798 data_cost: 0.0010 ips: 9.0927 images/s [07/24 01:20:58] ppdet.engine INFO: Epoch: [7] [ 2400/54024] learning_rate: 0.000100 loss_class: 0.746673 loss_bbox: 0.123364 loss_giou: 0.517530 loss_class_aux: 4.642174 loss_bbox_aux: 0.805269 loss_giou_aux: 3.247629 loss_class_dn: 0.368648 loss_bbox_dn: 0.112739 loss_giou_dn: 0.410216 loss_class_aux_dn: 2.004378 loss_bbox_aux_dn: 0.685417 loss_giou_aux_dn: 2.304395 loss: 16.179616 eta: 35 days, 21:45:50 batch_cost: 0.8569 data_cost: 0.0010 ips: 9.3361 images/s [07/24 01:22:30] ppdet.engine INFO: Epoch: [7] [ 2500/54024] learning_rate: 0.000100 loss_class: 0.717686 loss_bbox: 0.121626 loss_giou: 0.461401 loss_class_aux: 4.475117 loss_bbox_aux: 0.786003 loss_giou_aux: 2.915090 loss_class_dn: 0.340536 loss_bbox_dn: 0.107576 loss_giou_dn: 0.377196 loss_class_aux_dn: 1.855176 loss_bbox_aux_dn: 0.670215 loss_giou_aux_dn: 2.149981 loss: 15.095417 eta: 35 days, 21:44:05 batch_cost: 0.8735 data_cost: 0.0010 ips: 9.1583 images/s [07/24 01:24:00] ppdet.engine INFO: Epoch: [7] [ 2600/54024] learning_rate: 0.000100 loss_class: 0.757563 loss_bbox: 0.114922 loss_giou: 0.493045 loss_class_aux: 4.649242 loss_bbox_aux: 0.762681 loss_giou_aux: 3.150128 loss_class_dn: 0.354431 loss_bbox_dn: 0.109429 loss_giou_dn: 0.404703 loss_class_aux_dn: 1.937060 loss_bbox_aux_dn: 0.667112 loss_giou_aux_dn: 2.272282 loss: 15.914276 eta: 35 days, 21:41:54 batch_cost: 0.8580 data_cost: 0.0010 ips: 9.3245 images/s [07/24 01:25:34] ppdet.engine INFO: Epoch: [7] [ 2700/54024] learning_rate: 0.000100 loss_class: 0.759114 loss_bbox: 0.116504 loss_giou: 0.507478 loss_class_aux: 4.711494 loss_bbox_aux: 0.775986 loss_giou_aux: 3.153041 loss_class_dn: 0.362769 loss_bbox_dn: 0.106365 loss_giou_dn: 0.384355 loss_class_aux_dn: 1.965768 loss_bbox_aux_dn: 0.655506 loss_giou_aux_dn: 2.230950 loss: 15.789645 eta: 35 days, 21:40:42 batch_cost: 0.8940 data_cost: 0.0010 ips: 8.9488 images/s [07/24 01:27:06] ppdet.engine INFO: Epoch: [7] [ 2800/54024] learning_rate: 0.000100 loss_class: 0.725673 loss_bbox: 0.118925 loss_giou: 0.577985 loss_class_aux: 4.430656 loss_bbox_aux: 0.782287 loss_giou_aux: 3.649793 loss_class_dn: 0.368494 loss_bbox_dn: 0.111019 loss_giou_dn: 0.435790 loss_class_aux_dn: 1.971551 loss_bbox_aux_dn: 0.663658 loss_giou_aux_dn: 2.502669 loss: 16.282978 eta: 35 days, 21:39:03 batch_cost: 0.8777 data_cost: 0.0462 ips: 9.1144 images/s [07/24 01:28:40] ppdet.engine INFO: Epoch: [7] [ 2900/54024] learning_rate: 0.000100 loss_class: 0.690232 loss_bbox: 0.126569 loss_giou: 0.527838 loss_class_aux: 4.298632 loss_bbox_aux: 0.805784 loss_giou_aux: 3.240840 loss_class_dn: 0.352149 loss_bbox_dn: 0.103490 loss_giou_dn: 0.408245 loss_class_aux_dn: 1.882983 loss_bbox_aux_dn: 0.677037 loss_giou_aux_dn: 2.327535 loss: 15.841678 eta: 35 days, 21:37:48 batch_cost: 0.8925 data_cost: 0.0010 ips: 8.9637 images/s [07/24 01:30:17] ppdet.engine INFO: Epoch: [7] [ 3000/54024] learning_rate: 0.000100 loss_class: 0.699826 loss_bbox: 0.111681 loss_giou: 0.482308 loss_class_aux: 4.385374 loss_bbox_aux: 0.748000 loss_giou_aux: 3.064873 loss_class_dn: 0.350645 loss_bbox_dn: 0.114739 loss_giou_dn: 0.379529 loss_class_aux_dn: 1.857949 loss_bbox_aux_dn: 0.714710 loss_giou_aux_dn: 2.191148 loss: 15.494044 eta: 35 days, 21:37:19 batch_cost: 0.9209 data_cost: 0.0015 ips: 8.6871 images/s [07/24 01:31:42] ppdet.engine INFO: Epoch: [7] [ 3100/54024] learning_rate: 0.000100 loss_class: 0.718572 loss_bbox: 0.120350 loss_giou: 0.510538 loss_class_aux: 4.482332 loss_bbox_aux: 0.787833 loss_giou_aux: 3.190322 loss_class_dn: 0.365934 loss_bbox_dn: 0.109148 loss_giou_dn: 0.414606 loss_class_aux_dn: 1.952054 loss_bbox_aux_dn: 0.676459 loss_giou_aux_dn: 2.351842 loss: 16.092918 eta: 35 days, 21:33:56 batch_cost: 0.8123 data_cost: 0.0010 ips: 9.8485 images/s [07/24 01:33:39] ppdet.engine INFO: Epoch: [7] [ 3200/54024] learning_rate: 0.000100 loss_class: 0.708201 loss_bbox: 0.118690 loss_giou: 0.504668 loss_class_aux: 4.425204 loss_bbox_aux: 0.748517 loss_giou_aux: 3.144701 loss_class_dn: 0.359532 loss_bbox_dn: 0.120453 loss_giou_dn: 0.392556 loss_class_aux_dn: 1.921929 loss_bbox_aux_dn: 0.723084 loss_giou_aux_dn: 2.236888 loss: 15.528067 eta: 35 days, 21:38:55 batch_cost: 1.1266 data_cost: 0.0010 ips: 7.1009 images/s [07/24 01:35:09] ppdet.engine INFO: Epoch: [7] [ 3300/54024] learning_rate: 0.000100 loss_class: 0.748861 loss_bbox: 0.116395 loss_giou: 0.530544 loss_class_aux: 4.645242 loss_bbox_aux: 0.772793 loss_giou_aux: 3.327211 loss_class_dn: 0.369308 loss_bbox_dn: 0.113478 loss_giou_dn: 0.406520 loss_class_aux_dn: 1.971308 loss_bbox_aux_dn: 0.687982 loss_giou_aux_dn: 2.325443 loss: 16.258933 eta: 35 days, 21:36:26 batch_cost: 0.8461 data_cost: 0.0010 ips: 9.4553 images/s [07/24 01:36:43] ppdet.engine INFO: Epoch: [7] [ 3400/54024] learning_rate: 0.000100 loss_class: 0.721549 loss_bbox: 0.115252 loss_giou: 0.512876 loss_class_aux: 4.534560 loss_bbox_aux: 0.737542 loss_giou_aux: 3.221313 loss_class_dn: 0.367226 loss_bbox_dn: 0.107054 loss_giou_dn: 0.408723 loss_class_aux_dn: 1.956550 loss_bbox_aux_dn: 0.679553 loss_giou_aux_dn: 2.327656 loss: 15.854361 eta: 35 days, 21:35:17 batch_cost: 0.8964 data_cost: 0.0320 ips: 8.9244 images/s [07/24 01:38:14] ppdet.engine INFO: Epoch: [7] [ 3500/54024] learning_rate: 0.000100 loss_class: 0.678745 loss_bbox: 0.108502 loss_giou: 0.450648 loss_class_aux: 4.187845 loss_bbox_aux: 0.723468 loss_giou_aux: 2.876121 loss_class_dn: 0.338001 loss_bbox_dn: 0.097620 loss_giou_dn: 0.378872 loss_class_aux_dn: 1.863342 loss_bbox_aux_dn: 0.635948 loss_giou_aux_dn: 2.165382 loss: 14.973416 eta: 35 days, 21:33:17 batch_cost: 0.8644 data_cost: 0.0010 ips: 9.2548 images/s [07/24 01:39:41] ppdet.engine INFO: Epoch: [7] [ 3600/54024] learning_rate: 0.000100 loss_class: 0.707770 loss_bbox: 0.105918 loss_giou: 0.496780 loss_class_aux: 4.347817 loss_bbox_aux: 0.696006 loss_giou_aux: 3.152906 loss_class_dn: 0.350747 loss_bbox_dn: 0.097431 loss_giou_dn: 0.380375 loss_class_aux_dn: 1.911781 loss_bbox_aux_dn: 0.598195 loss_giou_aux_dn: 2.158078 loss: 14.996940 eta: 35 days, 21:30:05 batch_cost: 0.8193 data_cost: 0.0010 ips: 9.7639 images/s [07/24 01:41:10] ppdet.engine INFO: Epoch: [7] [ 3700/54024] learning_rate: 0.000100 loss_class: 0.714776 loss_bbox: 0.117022 loss_giou: 0.485346 loss_class_aux: 4.448615 loss_bbox_aux: 0.758672 loss_giou_aux: 3.077684 loss_class_dn: 0.351326 loss_bbox_dn: 0.105685 loss_giou_dn: 0.381367 loss_class_aux_dn: 1.865006 loss_bbox_aux_dn: 0.637984 loss_giou_aux_dn: 2.187774 loss: 15.639476 eta: 35 days, 21:27:44 batch_cost: 0.8510 data_cost: 0.0308 ips: 9.4009 images/s [07/24 01:42:39] ppdet.engine INFO: Epoch: [7] [ 3800/54024] learning_rate: 0.000100 loss_class: 0.712263 loss_bbox: 0.114611 loss_giou: 0.521716 loss_class_aux: 4.417280 loss_bbox_aux: 0.745498 loss_giou_aux: 3.264784 loss_class_dn: 0.363497 loss_bbox_dn: 0.107329 loss_giou_dn: 0.403333 loss_class_aux_dn: 1.956068 loss_bbox_aux_dn: 0.651558 loss_giou_aux_dn: 2.289890 loss: 15.770558 eta: 35 days, 21:25:02 batch_cost: 0.8377 data_cost: 0.0024 ips: 9.5498 images/s [07/24 01:44:04] ppdet.engine INFO: Epoch: [7] [ 3900/54024] learning_rate: 0.000100 loss_class: 0.740064 loss_bbox: 0.116405 loss_giou: 0.534207 loss_class_aux: 4.669731 loss_bbox_aux: 0.733168 loss_giou_aux: 3.330362 loss_class_dn: 0.356264 loss_bbox_dn: 0.109298 loss_giou_dn: 0.411403 loss_class_aux_dn: 1.929518 loss_bbox_aux_dn: 0.662682 loss_giou_aux_dn: 2.312971 loss: 15.654365 eta: 35 days, 21:21:42 batch_cost: 0.8143 data_cost: 0.0011 ips: 9.8239 images/s [07/24 01:45:33] ppdet.engine INFO: Epoch: [7] [ 4000/54024] learning_rate: 0.000100 loss_class: 0.717317 loss_bbox: 0.119468 loss_giou: 0.554320 loss_class_aux: 4.402670 loss_bbox_aux: 0.783845 loss_giou_aux: 3.470698 loss_class_dn: 0.372467 loss_bbox_dn: 0.106338 loss_giou_dn: 0.420333 loss_class_aux_dn: 2.017404 loss_bbox_aux_dn: 0.656710 loss_giou_aux_dn: 2.350396 loss: 16.333708 eta: 35 days, 21:19:12 batch_cost: 0.8455 data_cost: 0.0011 ips: 9.4619 images/s [07/24 01:47:06] ppdet.engine INFO: Epoch: [7] [ 4100/54024] learning_rate: 0.000100 loss_class: 0.704248 loss_bbox: 0.115126 loss_giou: 0.545614 loss_class_aux: 4.351382 loss_bbox_aux: 0.758962 loss_giou_aux: 3.412249 loss_class_dn: 0.362339 loss_bbox_dn: 0.102754 loss_giou_dn: 0.399283 loss_class_aux_dn: 1.942762 loss_bbox_aux_dn: 0.640329 loss_giou_aux_dn: 2.231307 loss: 15.833763 eta: 35 days, 21:17:39 batch_cost: 0.8808 data_cost: 0.0010 ips: 9.0823 images/s [07/24 01:48:37] ppdet.engine INFO: Epoch: [7] [ 4200/54024] learning_rate: 0.000100 loss_class: 0.673250 loss_bbox: 0.118676 loss_giou: 0.502842 loss_class_aux: 4.205193 loss_bbox_aux: 0.781321 loss_giou_aux: 3.171598 loss_class_dn: 0.357574 loss_bbox_dn: 0.108245 loss_giou_dn: 0.396669 loss_class_aux_dn: 1.918097 loss_bbox_aux_dn: 0.649082 loss_giou_aux_dn: 2.247469 loss: 15.702448 eta: 35 days, 21:15:47 batch_cost: 0.8692 data_cost: 0.0012 ips: 9.2041 images/s [07/24 01:50:02] ppdet.engine INFO: Epoch: [7] [ 4300/54024] learning_rate: 0.000100 loss_class: 0.692721 loss_bbox: 0.116344 loss_giou: 0.492075 loss_class_aux: 4.336596 loss_bbox_aux: 0.751786 loss_giou_aux: 3.049908 loss_class_dn: 0.353899 loss_bbox_dn: 0.107276 loss_giou_dn: 0.384787 loss_class_aux_dn: 1.896872 loss_bbox_aux_dn: 0.672886 loss_giou_aux_dn: 2.217672 loss: 16.090652 eta: 35 days, 21:12:01 batch_cost: 0.7975 data_cost: 0.0010 ips: 10.0314 images/s [07/24 01:51:40] ppdet.engine INFO: Epoch: [7] [ 4400/54024] learning_rate: 0.000100 loss_class: 0.711140 loss_bbox: 0.115712 loss_giou: 0.510704 loss_class_aux: 4.511783 loss_bbox_aux: 0.753630 loss_giou_aux: 3.196885 loss_class_dn: 0.346932 loss_bbox_dn: 0.101731 loss_giou_dn: 0.408072 loss_class_aux_dn: 1.890828 loss_bbox_aux_dn: 0.633152 loss_giou_aux_dn: 2.308228 loss: 15.669044 eta: 35 days, 21:11:54 batch_cost: 0.9353 data_cost: 0.0298 ips: 8.5531 images/s [07/24 01:53:03] ppdet.engine INFO: Epoch: [7] [ 4500/54024] learning_rate: 0.000100 loss_class: 0.684593 loss_bbox: 0.111109 loss_giou: 0.507654 loss_class_aux: 4.246293 loss_bbox_aux: 0.699144 loss_giou_aux: 3.192107 loss_class_dn: 0.350414 loss_bbox_dn: 0.113152 loss_giou_dn: 0.418721 loss_class_aux_dn: 1.891867 loss_bbox_aux_dn: 0.690320 loss_giou_aux_dn: 2.379234 loss: 15.534454 eta: 35 days, 21:07:52 batch_cost: 0.7873 data_cost: 0.0010 ips: 10.1608 images/s [07/24 01:54:37] ppdet.engine INFO: Epoch: [7] [ 4600/54024] learning_rate: 0.000100 loss_class: 0.759143 loss_bbox: 0.124572 loss_giou: 0.561442 loss_class_aux: 4.671150 loss_bbox_aux: 0.817052 loss_giou_aux: 3.530440 loss_class_dn: 0.374377 loss_bbox_dn: 0.115578 loss_giou_dn: 0.427414 loss_class_aux_dn: 1.999365 loss_bbox_aux_dn: 0.701511 loss_giou_aux_dn: 2.452615 loss: 16.480139 eta: 35 days, 21:06:45 batch_cost: 0.8973 data_cost: 0.0010 ips: 8.9152 images/s [07/24 01:56:11] ppdet.engine INFO: Epoch: [7] [ 4700/54024] learning_rate: 0.000100 loss_class: 0.720750 loss_bbox: 0.113160 loss_giou: 0.541044 loss_class_aux: 4.510476 loss_bbox_aux: 0.739628 loss_giou_aux: 3.382317 loss_class_dn: 0.359749 loss_bbox_dn: 0.114026 loss_giou_dn: 0.431984 loss_class_aux_dn: 1.925213 loss_bbox_aux_dn: 0.699482 loss_giou_aux_dn: 2.404281 loss: 16.035718 eta: 35 days, 21:05:16 batch_cost: 0.8839 data_cost: 0.0011 ips: 9.0509 images/s [07/24 01:57:41] ppdet.engine INFO: Epoch: [7] [ 4800/54024] learning_rate: 0.000100 loss_class: 0.691110 loss_bbox: 0.105049 loss_giou: 0.503750 loss_class_aux: 4.259452 loss_bbox_aux: 0.707747 loss_giou_aux: 3.152063 loss_class_dn: 0.343098 loss_bbox_dn: 0.099691 loss_giou_dn: 0.380452 loss_class_aux_dn: 1.867338 loss_bbox_aux_dn: 0.598216 loss_giou_aux_dn: 2.194195 loss: 15.160393 eta: 35 days, 21:03:15 batch_cost: 0.8631 data_cost: 0.0010 ips: 9.2688 images/s [07/24 01:59:07] ppdet.engine INFO: Epoch: [7] [ 4900/54024] learning_rate: 0.000100 loss_class: 0.684854 loss_bbox: 0.115785 loss_giou: 0.512353 loss_class_aux: 4.220888 loss_bbox_aux: 0.776962 loss_giou_aux: 3.178134 loss_class_dn: 0.353669 loss_bbox_dn: 0.106208 loss_giou_dn: 0.394737 loss_class_aux_dn: 1.893993 loss_bbox_aux_dn: 0.647365 loss_giou_aux_dn: 2.252846 loss: 15.036291 eta: 35 days, 20:59:50 batch_cost: 0.8103 data_cost: 0.0010 ips: 9.8728 images/s [07/24 02:00:32] ppdet.engine INFO: Epoch: [7] [ 5000/54024] learning_rate: 0.000100 loss_class: 0.669003 loss_bbox: 0.116345 loss_giou: 0.491908 loss_class_aux: 4.123848 loss_bbox_aux: 0.761249 loss_giou_aux: 3.079413 loss_class_dn: 0.335153 loss_bbox_dn: 0.112142 loss_giou_dn: 0.390259 loss_class_aux_dn: 1.812737 loss_bbox_aux_dn: 0.651891 loss_giou_aux_dn: 2.180457 loss: 14.984225 eta: 35 days, 20:56:16 batch_cost: 0.8050 data_cost: 0.0011 ips: 9.9373 images/s [07/24 02:01:58] ppdet.engine INFO: Epoch: [7] [ 5100/54024] learning_rate: 0.000100 loss_class: 0.702597 loss_bbox: 0.113911 loss_giou: 0.507540 loss_class_aux: 4.378006 loss_bbox_aux: 0.744867 loss_giou_aux: 3.221102 loss_class_dn: 0.343598 loss_bbox_dn: 0.114730 loss_giou_dn: 0.387810 loss_class_aux_dn: 1.864619 loss_bbox_aux_dn: 0.701982 loss_giou_aux_dn: 2.244413 loss: 15.567832 eta: 35 days, 20:53:07 batch_cost: 0.8202 data_cost: 0.0010 ips: 9.7540 images/s [07/24 02:03:37] ppdet.engine INFO: Epoch: [7] [ 5200/54024] learning_rate: 0.000100 loss_class: 0.747443 loss_bbox: 0.119152 loss_giou: 0.526883 loss_class_aux: 4.688386 loss_bbox_aux: 0.778821 loss_giou_aux: 3.291679 loss_class_dn: 0.376463 loss_bbox_dn: 0.114750 loss_giou_dn: 0.405287 loss_class_aux_dn: 2.028288 loss_bbox_aux_dn: 0.684026 loss_giou_aux_dn: 2.293476 loss: 16.328728 eta: 35 days, 20:53:09 batch_cost: 0.9410 data_cost: 0.0669 ips: 8.5019 images/s [07/24 02:05:13] ppdet.engine INFO: Epoch: [7] [ 5300/54024] learning_rate: 0.000100 loss_class: 0.718453 loss_bbox: 0.108321 loss_giou: 0.484732 loss_class_aux: 4.287904 loss_bbox_aux: 0.691438 loss_giou_aux: 3.018600 loss_class_dn: 0.342238 loss_bbox_dn: 0.097866 loss_giou_dn: 0.374215 loss_class_aux_dn: 1.824657 loss_bbox_aux_dn: 0.631289 loss_giou_aux_dn: 2.149913 loss: 14.931847 eta: 35 days, 20:52:24 batch_cost: 0.9111 data_cost: 0.0011 ips: 8.7807 images/s [07/24 02:06:36] ppdet.engine INFO: Epoch: [7] [ 5400/54024] learning_rate: 0.000100 loss_class: 0.666515 loss_bbox: 0.109310 loss_giou: 0.471556 loss_class_aux: 4.151780 loss_bbox_aux: 0.708089 loss_giou_aux: 2.877896 loss_class_dn: 0.336809 loss_bbox_dn: 0.107646 loss_giou_dn: 0.369849 loss_class_aux_dn: 1.798887 loss_bbox_aux_dn: 0.658165 loss_giou_aux_dn: 2.118775 loss: 14.560640 eta: 35 days, 20:48:27 batch_cost: 0.7904 data_cost: 0.0010 ips: 10.1211 images/s [07/24 02:08:18] ppdet.engine INFO: Epoch: [7] [ 5500/54024] learning_rate: 0.000100 loss_class: 0.694852 loss_bbox: 0.114145 loss_giou: 0.488337 loss_class_aux: 4.367121 loss_bbox_aux: 0.756279 loss_giou_aux: 3.111703 loss_class_dn: 0.353547 loss_bbox_dn: 0.112439 loss_giou_dn: 0.382408 loss_class_aux_dn: 1.913779 loss_bbox_aux_dn: 0.692668 loss_giou_aux_dn: 2.221734 loss: 15.317161 eta: 35 days, 20:49:30 batch_cost: 0.9793 data_cost: 0.0473 ips: 8.1693 images/s [07/24 02:09:53] ppdet.engine INFO: Epoch: [7] [ 5600/54024] learning_rate: 0.000100 loss_class: 0.704575 loss_bbox: 0.117625 loss_giou: 0.526925 loss_class_aux: 4.461895 loss_bbox_aux: 0.756910 loss_giou_aux: 3.317162 loss_class_dn: 0.350957 loss_bbox_dn: 0.117659 loss_giou_dn: 0.420623 loss_class_aux_dn: 1.920998 loss_bbox_aux_dn: 0.718634 loss_giou_aux_dn: 2.390138 loss: 15.783123 eta: 35 days, 20:48:36 batch_cost: 0.9058 data_cost: 0.0108 ips: 8.8323 images/s [07/24 02:11:23] ppdet.engine INFO: Epoch: [7] [ 5700/54024] learning_rate: 0.000100 loss_class: 0.673408 loss_bbox: 0.108985 loss_giou: 0.456343 loss_class_aux: 4.181530 loss_bbox_aux: 0.719370 loss_giou_aux: 2.896264 loss_class_dn: 0.335589 loss_bbox_dn: 0.103421 loss_giou_dn: 0.370797 loss_class_aux_dn: 1.840157 loss_bbox_aux_dn: 0.636863 loss_giou_aux_dn: 2.095551 loss: 14.803222 eta: 35 days, 20:46:18 batch_cost: 0.8527 data_cost: 0.0904 ips: 9.3815 images/s [07/24 02:12:55] ppdet.engine INFO: Epoch: [7] [ 5800/54024] learning_rate: 0.000100 loss_class: 0.736257 loss_bbox: 0.115012 loss_giou: 0.519085 loss_class_aux: 4.609051 loss_bbox_aux: 0.750196 loss_giou_aux: 3.270242 loss_class_dn: 0.354510 loss_bbox_dn: 0.112636 loss_giou_dn: 0.405750 loss_class_aux_dn: 1.946031 loss_bbox_aux_dn: 0.689539 loss_giou_aux_dn: 2.314078 loss: 16.010387 eta: 35 days, 20:44:42 batch_cost: 0.8791 data_cost: 0.0010 ips: 9.1002 images/s [07/24 02:14:19] ppdet.engine INFO: Epoch: [7] [ 5900/54024] learning_rate: 0.000100 loss_class: 0.713079 loss_bbox: 0.121002 loss_giou: 0.509144 loss_class_aux: 4.467189 loss_bbox_aux: 0.787188 loss_giou_aux: 3.247909 loss_class_dn: 0.356562 loss_bbox_dn: 0.106793 loss_giou_dn: 0.417099 loss_class_aux_dn: 1.889849 loss_bbox_aux_dn: 0.671992 loss_giou_aux_dn: 2.287881 loss: 15.886971 eta: 35 days, 20:40:55 batch_cost: 0.7959 data_cost: 0.0010 ips: 10.0519 images/s [07/24 02:15:51] ppdet.engine INFO: Epoch: [7] [ 6000/54024] learning_rate: 0.000100 loss_class: 0.710625 loss_bbox: 0.115753 loss_giou: 0.519276 loss_class_aux: 4.423748 loss_bbox_aux: 0.768294 loss_giou_aux: 3.244547 loss_class_dn: 0.353874 loss_bbox_dn: 0.106668 loss_giou_dn: 0.408438 loss_class_aux_dn: 1.916553 loss_bbox_aux_dn: 0.666921 loss_giou_aux_dn: 2.332304 loss: 15.656540 eta: 35 days, 20:39:13 batch_cost: 0.8749 data_cost: 0.0102 ips: 9.1434 images/s [07/24 02:17:17] ppdet.engine INFO: Epoch: [7] [ 6100/54024] learning_rate: 0.000100 loss_class: 0.679795 loss_bbox: 0.110961 loss_giou: 0.513761 loss_class_aux: 4.280201 loss_bbox_aux: 0.741309 loss_giou_aux: 3.231243 loss_class_dn: 0.360445 loss_bbox_dn: 0.116844 loss_giou_dn: 0.397212 loss_class_aux_dn: 1.921367 loss_bbox_aux_dn: 0.724942 loss_giou_aux_dn: 2.283015 loss: 15.894015 eta: 35 days, 20:36:02 batch_cost: 0.8192 data_cost: 0.0010 ips: 9.7658 images/s [07/24 02:18:58] ppdet.engine INFO: Epoch: [7] [ 6200/54024] learning_rate: 0.000100 loss_class: 0.710347 loss_bbox: 0.119395 loss_giou: 0.465772 loss_class_aux: 4.358511 loss_bbox_aux: 0.794670 loss_giou_aux: 2.973150 loss_class_dn: 0.337569 loss_bbox_dn: 0.113021 loss_giou_dn: 0.365206 loss_class_aux_dn: 1.821642 loss_bbox_aux_dn: 0.685395 loss_giou_aux_dn: 2.145145 loss: 15.124853 eta: 35 days, 20:36:37 batch_cost: 0.9621 data_cost: 0.0010 ips: 8.3154 images/s [07/24 02:20:22] ppdet.engine INFO: Epoch: [7] [ 6300/54024] learning_rate: 0.000100 loss_class: 0.724839 loss_bbox: 0.116224 loss_giou: 0.487758 loss_class_aux: 4.421608 loss_bbox_aux: 0.762193 loss_giou_aux: 3.036399 loss_class_dn: 0.345535 loss_bbox_dn: 0.117080 loss_giou_dn: 0.395102 loss_class_aux_dn: 1.876249 loss_bbox_aux_dn: 0.712149 loss_giou_aux_dn: 2.235413 loss: 15.416267 eta: 35 days, 20:32:55 batch_cost: 0.7988 data_cost: 0.0009 ips: 10.0145 images/s [07/24 02:21:52] ppdet.engine INFO: Epoch: [7] [ 6400/54024] learning_rate: 0.000100 loss_class: 0.706189 loss_bbox: 0.120660 loss_giou: 0.525118 loss_class_aux: 4.430489 loss_bbox_aux: 0.798864 loss_giou_aux: 3.300554 loss_class_dn: 0.356681 loss_bbox_dn: 0.115615 loss_giou_dn: 0.389149 loss_class_aux_dn: 1.899793 loss_bbox_aux_dn: 0.693357 loss_giou_aux_dn: 2.218318 loss: 15.968486 eta: 35 days, 20:30:44 batch_cost: 0.8567 data_cost: 0.0010 ips: 9.3384 images/s [07/24 02:23:16] ppdet.engine INFO: Epoch: [7] [ 6500/54024] learning_rate: 0.000100 loss_class: 0.710144 loss_bbox: 0.114398 loss_giou: 0.526411 loss_class_aux: 4.415367 loss_bbox_aux: 0.742950 loss_giou_aux: 3.290752 loss_class_dn: 0.357741 loss_bbox_dn: 0.106560 loss_giou_dn: 0.389186 loss_class_aux_dn: 1.924893 loss_bbox_aux_dn: 0.669350 loss_giou_aux_dn: 2.216795 loss: 15.792470 eta: 35 days, 20:27:01 batch_cost: 0.7983 data_cost: 0.0010 ips: 10.0216 images/s [07/24 02:25:06] ppdet.engine INFO: Epoch: [7] [ 6600/54024] learning_rate: 0.000100 loss_class: 0.700953 loss_bbox: 0.112743 loss_giou: 0.505442 loss_class_aux: 4.385268 loss_bbox_aux: 0.758811 loss_giou_aux: 3.185363 loss_class_dn: 0.351067 loss_bbox_dn: 0.106583 loss_giou_dn: 0.381215 loss_class_aux_dn: 1.891726 loss_bbox_aux_dn: 0.658211 loss_giou_aux_dn: 2.183843 loss: 15.207332 eta: 35 days, 20:30:06 batch_cost: 1.0577 data_cost: 0.0308 ips: 7.5637 images/s [07/24 02:26:35] ppdet.engine INFO: Epoch: [7] [ 6700/54024] learning_rate: 0.000100 loss_class: 0.704272 loss_bbox: 0.125704 loss_giou: 0.534056 loss_class_aux: 4.349458 loss_bbox_aux: 0.825280 loss_giou_aux: 3.298306 loss_class_dn: 0.347316 loss_bbox_dn: 0.111077 loss_giou_dn: 0.405382 loss_class_aux_dn: 1.893651 loss_bbox_aux_dn: 0.693386 loss_giou_aux_dn: 2.288535 loss: 15.739217 eta: 35 days, 20:27:34 batch_cost: 0.8434 data_cost: 0.0127 ips: 9.4858 images/s [07/24 02:28:01] ppdet.engine INFO: Epoch: [7] [ 6800/54024] learning_rate: 0.000100 loss_class: 0.697506 loss_bbox: 0.111646 loss_giou: 0.536921 loss_class_aux: 4.319820 loss_bbox_aux: 0.724721 loss_giou_aux: 3.323932 loss_class_dn: 0.362124 loss_bbox_dn: 0.103277 loss_giou_dn: 0.402477 loss_class_aux_dn: 1.942982 loss_bbox_aux_dn: 0.639360 loss_giou_aux_dn: 2.274253 loss: 15.852871 eta: 35 days, 20:24:23 batch_cost: 0.8182 data_cost: 0.0012 ips: 9.7775 images/s [07/24 02:29:30] ppdet.engine INFO: Epoch: [7] [ 6900/54024] learning_rate: 0.000100 loss_class: 0.702373 loss_bbox: 0.118640 loss_giou: 0.470178 loss_class_aux: 4.417421 loss_bbox_aux: 0.764195 loss_giou_aux: 2.962037 loss_class_dn: 0.349399 loss_bbox_dn: 0.111737 loss_giou_dn: 0.381232 loss_class_aux_dn: 1.880338 loss_bbox_aux_dn: 0.674804 loss_giou_aux_dn: 2.149629 loss: 15.598787 eta: 35 days, 20:21:50 batch_cost: 0.8428 data_cost: 0.0010 ips: 9.4927 images/s [07/24 02:30:54] ppdet.engine INFO: Epoch: [7] [ 7000/54024] learning_rate: 0.000100 loss_class: 0.737296 loss_bbox: 0.107397 loss_giou: 0.488291 loss_class_aux: 4.594937 loss_bbox_aux: 0.710573 loss_giou_aux: 3.083660 loss_class_dn: 0.355985 loss_bbox_dn: 0.110498 loss_giou_dn: 0.374914 loss_class_aux_dn: 1.914042 loss_bbox_aux_dn: 0.676741 loss_giou_aux_dn: 2.142513 loss: 15.492131 eta: 35 days, 20:18:02 batch_cost: 0.7952 data_cost: 0.0017 ips: 10.0606 images/s [07/24 02:32:20] ppdet.engine INFO: Epoch: [7] [ 7100/54024] learning_rate: 0.000100 loss_class: 0.713310 loss_bbox: 0.113467 loss_giou: 0.569096 loss_class_aux: 4.503543 loss_bbox_aux: 0.750927 loss_giou_aux: 3.542753 loss_class_dn: 0.358898 loss_bbox_dn: 0.108410 loss_giou_dn: 0.408287 loss_class_aux_dn: 1.929732 loss_bbox_aux_dn: 0.678995 loss_giou_aux_dn: 2.339869 loss: 15.968689 eta: 35 days, 20:14:47 batch_cost: 0.8156 data_cost: 0.0011 ips: 9.8083 images/s [07/24 02:33:54] ppdet.engine INFO: Epoch: [7] [ 7200/54024] learning_rate: 0.000100 loss_class: 0.733198 loss_bbox: 0.116731 loss_giou: 0.504645 loss_class_aux: 4.601285 loss_bbox_aux: 0.757137 loss_giou_aux: 3.109235 loss_class_dn: 0.357422 loss_bbox_dn: 0.120775 loss_giou_dn: 0.382150 loss_class_aux_dn: 1.938015 loss_bbox_aux_dn: 0.731853 loss_giou_aux_dn: 2.146293 loss: 15.410467 eta: 35 days, 20:13:48 batch_cost: 0.9023 data_cost: 0.0010 ips: 8.8666 images/s [07/24 02:35:25] ppdet.engine INFO: Epoch: [7] [ 7300/54024] learning_rate: 0.000100 loss_class: 0.698875 loss_bbox: 0.119120 loss_giou: 0.484330 loss_class_aux: 4.266419 loss_bbox_aux: 0.772543 loss_giou_aux: 3.064529 loss_class_dn: 0.350846 loss_bbox_dn: 0.110625 loss_giou_dn: 0.380988 loss_class_aux_dn: 1.883592 loss_bbox_aux_dn: 0.675147 loss_giou_aux_dn: 2.184321 loss: 15.409072 eta: 35 days, 20:11:44 batch_cost: 0.8615 data_cost: 0.0043 ips: 9.2859 images/s [07/24 02:36:55] ppdet.engine INFO: Epoch: [7] [ 7400/54024] learning_rate: 0.000100 loss_class: 0.689722 loss_bbox: 0.112454 loss_giou: 0.513874 loss_class_aux: 4.361282 loss_bbox_aux: 0.733350 loss_giou_aux: 3.219308 loss_class_dn: 0.351738 loss_bbox_dn: 0.106693 loss_giou_dn: 0.388901 loss_class_aux_dn: 1.882687 loss_bbox_aux_dn: 0.647615 loss_giou_aux_dn: 2.218789 loss: 15.636352 eta: 35 days, 20:09:47 batch_cost: 0.8652 data_cost: 0.0010 ips: 9.2462 images/s [07/24 02:38:28] ppdet.engine INFO: Epoch: [7] [ 7500/54024] learning_rate: 0.000100 loss_class: 0.683419 loss_bbox: 0.116132 loss_giou: 0.466482 loss_class_aux: 4.224582 loss_bbox_aux: 0.741357 loss_giou_aux: 2.858511 loss_class_dn: 0.335731 loss_bbox_dn: 0.110316 loss_giou_dn: 0.362483 loss_class_aux_dn: 1.805943 loss_bbox_aux_dn: 0.681944 loss_giou_aux_dn: 2.035457 loss: 14.517184 eta: 35 days, 20:08:18 batch_cost: 0.8830 data_cost: 0.0010 ips: 9.0599 images/s [07/24 02:39:53] ppdet.engine INFO: Epoch: [7] [ 7600/54024] learning_rate: 0.000100 loss_class: 0.719018 loss_bbox: 0.115807 loss_giou: 0.455170 loss_class_aux: 4.427718 loss_bbox_aux: 0.760550 loss_giou_aux: 2.909223 loss_class_dn: 0.338764 loss_bbox_dn: 0.111209 loss_giou_dn: 0.360372 loss_class_aux_dn: 1.857233 loss_bbox_aux_dn: 0.693276 loss_giou_aux_dn: 2.047337 loss: 15.218940 eta: 35 days, 20:04:50 batch_cost: 0.8075 data_cost: 0.0067 ips: 9.9072 images/s [07/24 02:41:30] ppdet.engine INFO: Epoch: [7] [ 7700/54024] learning_rate: 0.000100 loss_class: 0.709173 loss_bbox: 0.124650 loss_giou: 0.481866 loss_class_aux: 4.378447 loss_bbox_aux: 0.793206 loss_giou_aux: 2.967953 loss_class_dn: 0.348998 loss_bbox_dn: 0.117967 loss_giou_dn: 0.370788 loss_class_aux_dn: 1.902456 loss_bbox_aux_dn: 0.715722 loss_giou_aux_dn: 2.134850 loss: 15.872404 eta: 35 days, 20:04:23 batch_cost: 0.9228 data_cost: 0.0282 ips: 8.6696 images/s [07/24 02:42:59] ppdet.engine INFO: Epoch: [7] [ 7800/54024] learning_rate: 0.000100 loss_class: 0.711233 loss_bbox: 0.116546 loss_giou: 0.504299 loss_class_aux: 4.393217 loss_bbox_aux: 0.773231 loss_giou_aux: 3.187982 loss_class_dn: 0.354912 loss_bbox_dn: 0.109512 loss_giou_dn: 0.391661 loss_class_aux_dn: 1.904689 loss_bbox_aux_dn: 0.676815 loss_giou_aux_dn: 2.195515 loss: 15.660872 eta: 35 days, 20:02:07 batch_cost: 0.8533 data_cost: 0.0270 ips: 9.3755 images/s [07/24 02:44:21] ppdet.engine INFO: Epoch: [7] [ 7900/54024] learning_rate: 0.000100 loss_class: 0.724201 loss_bbox: 0.122460 loss_giou: 0.536625 loss_class_aux: 4.406407 loss_bbox_aux: 0.797950 loss_giou_aux: 3.355226 loss_class_dn: 0.349548 loss_bbox_dn: 0.124455 loss_giou_dn: 0.410484 loss_class_aux_dn: 1.855256 loss_bbox_aux_dn: 0.762309 loss_giou_aux_dn: 2.321490 loss: 15.778277 eta: 35 days, 19:57:45 batch_cost: 0.7728 data_cost: 0.0010 ips: 10.3519 images/s [07/24 02:45:59] ppdet.engine INFO: Epoch: [7] [ 8000/54024] learning_rate: 0.000100 loss_class: 0.698593 loss_bbox: 0.109614 loss_giou: 0.488151 loss_class_aux: 4.358495 loss_bbox_aux: 0.722626 loss_giou_aux: 3.091179 loss_class_dn: 0.352259 loss_bbox_dn: 0.112403 loss_giou_dn: 0.405267 loss_class_aux_dn: 1.914986 loss_bbox_aux_dn: 0.698496 loss_giou_aux_dn: 2.282999 loss: 15.343708 eta: 35 days, 19:57:37 batch_cost: 0.9347 data_cost: 0.0012 ips: 8.5589 images/s [07/24 02:48:00] ppdet.engine INFO: Epoch: [7] [ 8100/54024] learning_rate: 0.000100 loss_class: 0.728109 loss_bbox: 0.115980 loss_giou: 0.536803 loss_class_aux: 4.543297 loss_bbox_aux: 0.762443 loss_giou_aux: 3.355404 loss_class_dn: 0.366235 loss_bbox_dn: 0.117254 loss_giou_dn: 0.411692 loss_class_aux_dn: 1.971183 loss_bbox_aux_dn: 0.716032 loss_giou_aux_dn: 2.332544 loss: 16.023272 eta: 35 days, 20:03:29 batch_cost: 1.1659 data_cost: 0.0140 ips: 6.8618 images/s [07/24 02:49:21] ppdet.engine INFO: Epoch: [7] [ 8200/54024] learning_rate: 0.000100 loss_class: 0.738786 loss_bbox: 0.121407 loss_giou: 0.507892 loss_class_aux: 4.566681 loss_bbox_aux: 0.806285 loss_giou_aux: 3.126214 loss_class_dn: 0.356521 loss_bbox_dn: 0.106579 loss_giou_dn: 0.379548 loss_class_aux_dn: 1.921952 loss_bbox_aux_dn: 0.661361 loss_giou_aux_dn: 2.192378 loss: 15.589029 eta: 35 days, 19:59:08 batch_cost: 0.7732 data_cost: 0.0011 ips: 10.3466 images/s [07/24 02:50:41] ppdet.engine INFO: Epoch: [7] [ 8300/54024] learning_rate: 0.000100 loss_class: 0.712461 loss_bbox: 0.111633 loss_giou: 0.518512 loss_class_aux: 4.441250 loss_bbox_aux: 0.759215 loss_giou_aux: 3.228282 loss_class_dn: 0.351007 loss_bbox_dn: 0.108119 loss_giou_dn: 0.389772 loss_class_aux_dn: 1.890132 loss_bbox_aux_dn: 0.667639 loss_giou_aux_dn: 2.215106 loss: 15.305347 eta: 35 days, 19:54:18 batch_cost: 0.7541 data_cost: 0.0011 ips: 10.6080 images/s [07/24 02:52:03] ppdet.engine INFO: Epoch: [7] [ 8400/54024] learning_rate: 0.000100 loss_class: 0.749351 loss_bbox: 0.123466 loss_giou: 0.511518 loss_class_aux: 4.679460 loss_bbox_aux: 0.777225 loss_giou_aux: 3.184065 loss_class_dn: 0.369382 loss_bbox_dn: 0.125542 loss_giou_dn: 0.395462 loss_class_aux_dn: 1.993363 loss_bbox_aux_dn: 0.747208 loss_giou_aux_dn: 2.263332 loss: 16.061262 eta: 35 days, 19:50:04 batch_cost: 0.7780 data_cost: 0.0010 ips: 10.2834 images/s [07/24 02:53:34] ppdet.engine INFO: Epoch: [7] [ 8500/54024] learning_rate: 0.000100 loss_class: 0.699230 loss_bbox: 0.115782 loss_giou: 0.494101 loss_class_aux: 4.332416 loss_bbox_aux: 0.763972 loss_giou_aux: 3.097143 loss_class_dn: 0.344971 loss_bbox_dn: 0.112071 loss_giou_dn: 0.386730 loss_class_aux_dn: 1.895973 loss_bbox_aux_dn: 0.691137 loss_giou_aux_dn: 2.189162 loss: 15.374493 eta: 35 days, 19:48:06 batch_cost: 0.8642 data_cost: 0.0192 ips: 9.2576 images/s [07/24 02:55:05] ppdet.engine INFO: Epoch: [7] [ 8600/54024] learning_rate: 0.000100 loss_class: 0.707989 loss_bbox: 0.112565 loss_giou: 0.477896 loss_class_aux: 4.323323 loss_bbox_aux: 0.744673 loss_giou_aux: 2.977341 loss_class_dn: 0.339603 loss_bbox_dn: 0.109053 loss_giou_dn: 0.379940 loss_class_aux_dn: 1.832035 loss_bbox_aux_dn: 0.658062 loss_giou_aux_dn: 2.166813 loss: 15.422797 eta: 35 days, 19:46:15 batch_cost: 0.8692 data_cost: 0.0580 ips: 9.2034 images/s [07/24 02:56:34] ppdet.engine INFO: Epoch: [7] [ 8700/54024] learning_rate: 0.000100 loss_class: 0.709587 loss_bbox: 0.109423 loss_giou: 0.500467 loss_class_aux: 4.386108 loss_bbox_aux: 0.728132 loss_giou_aux: 3.194006 loss_class_dn: 0.342195 loss_bbox_dn: 0.109416 loss_giou_dn: 0.398130 loss_class_aux_dn: 1.861500 loss_bbox_aux_dn: 0.670738 loss_giou_aux_dn: 2.287716 loss: 15.570754 eta: 35 days, 19:43:34 batch_cost: 0.8371 data_cost: 0.0009 ips: 9.5566 images/s [07/24 02:58:15] ppdet.engine INFO: Epoch: [7] [ 8800/54024] learning_rate: 0.000100 loss_class: 0.729153 loss_bbox: 0.117067 loss_giou: 0.467919 loss_class_aux: 4.523183 loss_bbox_aux: 0.779588 loss_giou_aux: 2.971076 loss_class_dn: 0.348976 loss_bbox_dn: 0.104228 loss_giou_dn: 0.388807 loss_class_aux_dn: 1.879654 loss_bbox_aux_dn: 0.655595 loss_giou_aux_dn: 2.193834 loss: 15.345545 eta: 35 days, 19:44:21 batch_cost: 0.9706 data_cost: 0.0009 ips: 8.2427 images/s [07/24 03:00:53] ppdet.engine INFO: Epoch: [7] [ 8900/54024] learning_rate: 0.000100 loss_class: 0.700313 loss_bbox: 0.111843 loss_giou: 0.469342 loss_class_aux: 4.404070 loss_bbox_aux: 0.741615 loss_giou_aux: 3.003956 loss_class_dn: 0.346437 loss_bbox_dn: 0.108344 loss_giou_dn: 0.379582 loss_class_aux_dn: 1.886036 loss_bbox_aux_dn: 0.647563 loss_giou_aux_dn: 2.148058 loss: 15.271440 eta: 35 days, 19:59:46 batch_cost: 1.5345 data_cost: 0.4966 ips: 5.2134 images/s [07/24 03:02:43] ppdet.engine INFO: Epoch: [7] [ 9000/54024] learning_rate: 0.000100 loss_class: 0.721513 loss_bbox: 0.112141 loss_giou: 0.533534 loss_class_aux: 4.507560 loss_bbox_aux: 0.765057 loss_giou_aux: 3.357844 loss_class_dn: 0.359068 loss_bbox_dn: 0.100963 loss_giou_dn: 0.403756 loss_class_aux_dn: 1.934299 loss_bbox_aux_dn: 0.615539 loss_giou_aux_dn: 2.298080 loss: 16.021890 eta: 35 days, 20:02:41 batch_cost: 1.0530 data_cost: 0.0019 ips: 7.5970 images/s [07/24 03:04:26] ppdet.engine INFO: Epoch: [7] [ 9100/54024] learning_rate: 0.000100 loss_class: 0.675308 loss_bbox: 0.114615 loss_giou: 0.527751 loss_class_aux: 4.195339 loss_bbox_aux: 0.765777 loss_giou_aux: 3.317452 loss_class_dn: 0.356276 loss_bbox_dn: 0.107457 loss_giou_dn: 0.417265 loss_class_aux_dn: 1.910943 loss_bbox_aux_dn: 0.668420 loss_giou_aux_dn: 2.379546 loss: 15.864643 eta: 35 days, 20:04:01 batch_cost: 0.9924 data_cost: 0.0010 ips: 8.0611 images/s [07/24 03:06:08] ppdet.engine INFO: Epoch: [7] [ 9200/54024] learning_rate: 0.000100 loss_class: 0.678300 loss_bbox: 0.109713 loss_giou: 0.465461 loss_class_aux: 4.226978 loss_bbox_aux: 0.719381 loss_giou_aux: 2.925087 loss_class_dn: 0.339195 loss_bbox_dn: 0.104940 loss_giou_dn: 0.365882 loss_class_aux_dn: 1.832962 loss_bbox_aux_dn: 0.657251 loss_giou_aux_dn: 2.089191 loss: 14.706089 eta: 35 days, 20:04:52 batch_cost: 0.9738 data_cost: 0.0010 ips: 8.2154 images/s [07/24 03:07:43] ppdet.engine INFO: Epoch: [7] [ 9300/54024] learning_rate: 0.000100 loss_class: 0.740672 loss_bbox: 0.118993 loss_giou: 0.515922 loss_class_aux: 4.524317 loss_bbox_aux: 0.763173 loss_giou_aux: 3.307146 loss_class_dn: 0.371927 loss_bbox_dn: 0.106104 loss_giou_dn: 0.396676 loss_class_aux_dn: 2.018905 loss_bbox_aux_dn: 0.662429 loss_giou_aux_dn: 2.243512 loss: 16.117454 eta: 35 days, 20:03:53 batch_cost: 0.9029 data_cost: 0.0010 ips: 8.8603 images/s [07/24 03:09:31] ppdet.engine INFO: Epoch: [7] [ 9400/54024] learning_rate: 0.000100 loss_class: 0.717468 loss_bbox: 0.114945 loss_giou: 0.524811 loss_class_aux: 4.488802 loss_bbox_aux: 0.793879 loss_giou_aux: 3.276069 loss_class_dn: 0.350490 loss_bbox_dn: 0.111639 loss_giou_dn: 0.415233 loss_class_aux_dn: 1.881768 loss_bbox_aux_dn: 0.687728 loss_giou_aux_dn: 2.332090 loss: 15.847322 eta: 35 days, 20:06:16 batch_cost: 1.0325 data_cost: 0.0178 ips: 7.7478 images/s [07/24 03:10:57] ppdet.engine INFO: Epoch: [7] [ 9500/54024] learning_rate: 0.000100 loss_class: 0.698659 loss_bbox: 0.121327 loss_giou: 0.540692 loss_class_aux: 4.373696 loss_bbox_aux: 0.789073 loss_giou_aux: 3.379116 loss_class_dn: 0.354595 loss_bbox_dn: 0.111442 loss_giou_dn: 0.409923 loss_class_aux_dn: 1.901442 loss_bbox_aux_dn: 0.690709 loss_giou_aux_dn: 2.307270 loss: 16.047500 eta: 35 days, 20:03:12 batch_cost: 0.8230 data_cost: 0.0010 ips: 9.7208 images/s [07/24 03:12:33] ppdet.engine INFO: Epoch: [7] [ 9600/54024] learning_rate: 0.000100 loss_class: 0.701222 loss_bbox: 0.110105 loss_giou: 0.499733 loss_class_aux: 4.402467 loss_bbox_aux: 0.705808 loss_giou_aux: 3.132442 loss_class_dn: 0.348480 loss_bbox_dn: 0.106968 loss_giou_dn: 0.387408 loss_class_aux_dn: 1.854421 loss_bbox_aux_dn: 0.656810 loss_giou_aux_dn: 2.192439 loss: 15.333825 eta: 35 days, 20:02:34 batch_cost: 0.9167 data_cost: 0.0009 ips: 8.7266 images/s [07/24 03:14:12] ppdet.engine INFO: Epoch: [7] [ 9700/54024] learning_rate: 0.000100 loss_class: 0.689925 loss_bbox: 0.109165 loss_giou: 0.511215 loss_class_aux: 4.319564 loss_bbox_aux: 0.706085 loss_giou_aux: 3.237310 loss_class_dn: 0.352740 loss_bbox_dn: 0.107045 loss_giou_dn: 0.394422 loss_class_aux_dn: 1.901464 loss_bbox_aux_dn: 0.656853 loss_giou_aux_dn: 2.190353 loss: 15.786529 eta: 35 days, 20:02:49 batch_cost: 0.9504 data_cost: 0.0009 ips: 8.4178 images/s [07/24 03:16:02] ppdet.engine INFO: Epoch: [7] [ 9800/54024] learning_rate: 0.000100 loss_class: 0.710725 loss_bbox: 0.116445 loss_giou: 0.478298 loss_class_aux: 4.442934 loss_bbox_aux: 0.769769 loss_giou_aux: 2.992627 loss_class_dn: 0.340405 loss_bbox_dn: 0.110569 loss_giou_dn: 0.387181 loss_class_aux_dn: 1.860712 loss_bbox_aux_dn: 0.692276 loss_giou_aux_dn: 2.195370 loss: 14.985907 eta: 35 days, 20:05:45 batch_cost: 1.0547 data_cost: 0.0010 ips: 7.5853 images/s [07/24 03:17:41] ppdet.engine INFO: Epoch: [7] [ 9900/54024] learning_rate: 0.000100 loss_class: 0.729600 loss_bbox: 0.115952 loss_giou: 0.525678 loss_class_aux: 4.567606 loss_bbox_aux: 0.770735 loss_giou_aux: 3.304312 loss_class_dn: 0.371491 loss_bbox_dn: 0.105085 loss_giou_dn: 0.437141 loss_class_aux_dn: 1.975171 loss_bbox_aux_dn: 0.662938 loss_giou_aux_dn: 2.434602 loss: 16.529971 eta: 35 days, 20:05:48 batch_cost: 0.9437 data_cost: 0.0010 ips: 8.4771 images/s [07/24 03:19:14] ppdet.engine INFO: Epoch: [7] [10000/54024] learning_rate: 0.000100 loss_class: 0.701860 loss_bbox: 0.116071 loss_giou: 0.490064 loss_class_aux: 4.346828 loss_bbox_aux: 0.743937 loss_giou_aux: 3.113187 loss_class_dn: 0.337731 loss_bbox_dn: 0.103569 loss_giou_dn: 0.385472 loss_class_aux_dn: 1.854331 loss_bbox_aux_dn: 0.620961 loss_giou_aux_dn: 2.215655 loss: 15.122576 eta: 35 days, 20:04:22 batch_cost: 0.8856 data_cost: 0.0010 ips: 9.0336 images/s [07/24 03:20:56] ppdet.engine INFO: Epoch: [7] [10100/54024] learning_rate: 0.000100 loss_class: 0.738859 loss_bbox: 0.123377 loss_giou: 0.547024 loss_class_aux: 4.593286 loss_bbox_aux: 0.804530 loss_giou_aux: 3.464820 loss_class_dn: 0.381044 loss_bbox_dn: 0.119682 loss_giou_dn: 0.427994 loss_class_aux_dn: 2.034300 loss_bbox_aux_dn: 0.718770 loss_giou_aux_dn: 2.410333 loss: 16.494531 eta: 35 days, 20:05:19 batch_cost: 0.9779 data_cost: 0.0724 ips: 8.1804 images/s [07/24 03:23:02] ppdet.engine INFO: Epoch: [7] [10200/54024] learning_rate: 0.000100 loss_class: 0.731164 loss_bbox: 0.114458 loss_giou: 0.535737 loss_class_aux: 4.527692 loss_bbox_aux: 0.752938 loss_giou_aux: 3.365329 loss_class_dn: 0.363814 loss_bbox_dn: 0.111386 loss_giou_dn: 0.430825 loss_class_aux_dn: 1.973176 loss_bbox_aux_dn: 0.684465 loss_giou_aux_dn: 2.413745 loss: 16.062250 eta: 35 days, 20:12:30 batch_cost: 1.2201 data_cost: 0.0011 ips: 6.5568 images/s [07/24 03:24:34] ppdet.engine INFO: Epoch: [7] [10300/54024] learning_rate: 0.000100 loss_class: 0.689139 loss_bbox: 0.115479 loss_giou: 0.482320 loss_class_aux: 4.277703 loss_bbox_aux: 0.764037 loss_giou_aux: 2.991553 loss_class_dn: 0.349151 loss_bbox_dn: 0.104991 loss_giou_dn: 0.383854 loss_class_aux_dn: 1.866807 loss_bbox_aux_dn: 0.652482 loss_giou_aux_dn: 2.199016 loss: 15.564119 eta: 35 days, 20:10:54 batch_cost: 0.8797 data_cost: 0.0009 ips: 9.0939 images/s [07/24 03:26:14] ppdet.engine INFO: Epoch: [7] [10400/54024] learning_rate: 0.000100 loss_class: 0.713224 loss_bbox: 0.111933 loss_giou: 0.513225 loss_class_aux: 4.341887 loss_bbox_aux: 0.725470 loss_giou_aux: 3.211025 loss_class_dn: 0.357865 loss_bbox_dn: 0.112643 loss_giou_dn: 0.407454 loss_class_aux_dn: 1.926524 loss_bbox_aux_dn: 0.678002 loss_giou_aux_dn: 2.303149 loss: 15.648252 eta: 35 days, 20:11:11 batch_cost: 0.9525 data_cost: 0.0736 ips: 8.3994 images/s [07/24 03:27:37] ppdet.engine INFO: Epoch: [7] [10500/54024] learning_rate: 0.000100 loss_class: 0.729185 loss_bbox: 0.120551 loss_giou: 0.560818 loss_class_aux: 4.564112 loss_bbox_aux: 0.780090 loss_giou_aux: 3.542847 loss_class_dn: 0.374419 loss_bbox_dn: 0.109674 loss_giou_dn: 0.415370 loss_class_aux_dn: 2.013470 loss_bbox_aux_dn: 0.675585 loss_giou_aux_dn: 2.370002 loss: 16.334556 eta: 35 days, 20:07:11 batch_cost: 0.7864 data_cost: 0.0010 ips: 10.1724 images/s [07/24 03:29:13] ppdet.engine INFO: Epoch: [7] [10600/54024] learning_rate: 0.000100 loss_class: 0.710284 loss_bbox: 0.108050 loss_giou: 0.526576 loss_class_aux: 4.394918 loss_bbox_aux: 0.733348 loss_giou_aux: 3.319822 loss_class_dn: 0.343059 loss_bbox_dn: 0.104408 loss_giou_dn: 0.384296 loss_class_aux_dn: 1.895212 loss_bbox_aux_dn: 0.635236 loss_giou_aux_dn: 2.193700 loss: 15.078109 eta: 35 days, 20:06:34 batch_cost: 0.9175 data_cost: 0.0488 ips: 8.7189 images/s [07/24 03:30:35] ppdet.engine INFO: Epoch: [7] [10700/54024] learning_rate: 0.000100 loss_class: 0.725679 loss_bbox: 0.116942 loss_giou: 0.521332 loss_class_aux: 4.528938 loss_bbox_aux: 0.762993 loss_giou_aux: 3.300973 loss_class_dn: 0.370409 loss_bbox_dn: 0.111131 loss_giou_dn: 0.404790 loss_class_aux_dn: 1.958961 loss_bbox_aux_dn: 0.677614 loss_giou_aux_dn: 2.320373 loss: 15.977656 eta: 35 days, 20:02:16 batch_cost: 0.7751 data_cost: 0.0009 ips: 10.3207 images/s [07/24 03:32:05] ppdet.engine INFO: Epoch: [7] [10800/54024] learning_rate: 0.000100 loss_class: 0.670820 loss_bbox: 0.104161 loss_giou: 0.483286 loss_class_aux: 4.143247 loss_bbox_aux: 0.698836 loss_giou_aux: 3.013950 loss_class_dn: 0.341290 loss_bbox_dn: 0.103948 loss_giou_dn: 0.386511 loss_class_aux_dn: 1.836043 loss_bbox_aux_dn: 0.666008 loss_giou_aux_dn: 2.211990 loss: 14.682802 eta: 35 days, 20:00:06 batch_cost: 0.8573 data_cost: 0.0009 ips: 9.3316 images/s [07/24 03:33:39] ppdet.engine INFO: Epoch: [7] [10900/54024] learning_rate: 0.000100 loss_class: 0.667169 loss_bbox: 0.106823 loss_giou: 0.467882 loss_class_aux: 4.165846 loss_bbox_aux: 0.698759 loss_giou_aux: 2.938338 loss_class_dn: 0.337817 loss_bbox_dn: 0.102392 loss_giou_dn: 0.370269 loss_class_aux_dn: 1.794097 loss_bbox_aux_dn: 0.641839 loss_giou_aux_dn: 2.073226 loss: 14.991945 eta: 35 days, 19:58:47 batch_cost: 0.8904 data_cost: 0.0009 ips: 8.9852 images/s [07/24 03:34:29] ppdet.data.transform.operators WARNING: The actual image height: 1024 is not equal to the height: 768.0 in annotation, and update sample['h'] by actual image height. [07/24 03:34:29] ppdet.data.transform.operators WARNING: The actual image width: 768 is not equal to the width: 1024.0 in annotation, and update sample['w'] by actual image width. [07/24 03:35:11] ppdet.engine INFO: Epoch: [7] [11000/54024] learning_rate: 0.000100 loss_class: 0.704279 loss_bbox: 0.115934 loss_giou: 0.516019 loss_class_aux: 4.339231 loss_bbox_aux: 0.767859 loss_giou_aux: 3.197858 loss_class_dn: 0.358533 loss_bbox_dn: 0.103306 loss_giou_dn: 0.401054 loss_class_aux_dn: 1.962419 loss_bbox_aux_dn: 0.646532 loss_giou_aux_dn: 2.299452 loss: 16.103743 eta: 35 days, 19:57:09 batch_cost: 0.8781 data_cost: 0.0097 ips: 9.1109 images/s [07/24 03:36:57] ppdet.engine INFO: Epoch: [7] [11100/54024] learning_rate: 0.000100 loss_class: 0.689669 loss_bbox: 0.116566 loss_giou: 0.470229 loss_class_aux: 4.289775 loss_bbox_aux: 0.770080 loss_giou_aux: 2.950353 loss_class_dn: 0.341831 loss_bbox_dn: 0.107440 loss_giou_dn: 0.373665 loss_class_aux_dn: 1.839949 loss_bbox_aux_dn: 0.669185 loss_giou_aux_dn: 2.150240 loss: 15.209252 eta: 35 days, 19:59:10 batch_cost: 1.0205 data_cost: 0.0010 ips: 7.8391 images/s [07/24 03:38:29] ppdet.engine INFO: Epoch: [7] [11200/54024] learning_rate: 0.000100 loss_class: 0.654067 loss_bbox: 0.111033 loss_giou: 0.484365 loss_class_aux: 4.024568 loss_bbox_aux: 0.719954 loss_giou_aux: 3.062408 loss_class_dn: 0.320225 loss_bbox_dn: 0.102257 loss_giou_dn: 0.359555 loss_class_aux_dn: 1.734555 loss_bbox_aux_dn: 0.617285 loss_giou_aux_dn: 2.022484 loss: 14.206646 eta: 35 days, 19:57:25 batch_cost: 0.8737 data_cost: 0.0009 ips: 9.1561 images/s [07/24 03:40:06] ppdet.engine INFO: Epoch: [7] [11300/54024] learning_rate: 0.000100 loss_class: 0.694170 loss_bbox: 0.110735 loss_giou: 0.509456 loss_class_aux: 4.272715 loss_bbox_aux: 0.764255 loss_giou_aux: 3.160184 loss_class_dn: 0.349802 loss_bbox_dn: 0.109178 loss_giou_dn: 0.379243 loss_class_aux_dn: 1.915667 loss_bbox_aux_dn: 0.668123 loss_giou_aux_dn: 2.163204 loss: 15.612775 eta: 35 days, 19:56:59 batch_cost: 0.9247 data_cost: 0.0010 ips: 8.6517 images/s [07/24 03:41:38] ppdet.engine INFO: Epoch: [7] [11400/54024] learning_rate: 0.000100 loss_class: 0.707320 loss_bbox: 0.116627 loss_giou: 0.529577 loss_class_aux: 4.351586 loss_bbox_aux: 0.769508 loss_giou_aux: 3.263628 loss_class_dn: 0.340589 loss_bbox_dn: 0.103363 loss_giou_dn: 0.401264 loss_class_aux_dn: 1.845014 loss_bbox_aux_dn: 0.633620 loss_giou_aux_dn: 2.264701 loss: 15.378032 eta: 35 days, 19:55:21 batch_cost: 0.8787 data_cost: 0.0009 ips: 9.1040 images/s [07/24 03:43:08] ppdet.engine INFO: Epoch: [7] [11500/54024] learning_rate: 0.000100 loss_class: 0.690641 loss_bbox: 0.109556 loss_giou: 0.491253 loss_class_aux: 4.185472 loss_bbox_aux: 0.721169 loss_giou_aux: 3.087400 loss_class_dn: 0.331102 loss_bbox_dn: 0.102943 loss_giou_dn: 0.369463 loss_class_aux_dn: 1.805796 loss_bbox_aux_dn: 0.625270 loss_giou_aux_dn: 2.087075 loss: 14.649833 eta: 35 days, 19:53:06 batch_cost: 0.8538 data_cost: 0.0009 ips: 9.3695 images/s [07/24 03:44:50] ppdet.engine INFO: Epoch: [7] [11600/54024] learning_rate: 0.000100 loss_class: 0.668919 loss_bbox: 0.114036 loss_giou: 0.452736 loss_class_aux: 4.200389 loss_bbox_aux: 0.727378 loss_giou_aux: 2.842950 loss_class_dn: 0.323590 loss_bbox_dn: 0.110808 loss_giou_dn: 0.359223 loss_class_aux_dn: 1.774586 loss_bbox_aux_dn: 0.693485 loss_giou_aux_dn: 2.049651 loss: 14.255307 eta: 35 days, 19:54:01 batch_cost: 0.9782 data_cost: 0.0998 ips: 8.1785 images/s [07/24 03:46:35] ppdet.engine INFO: Epoch: [7] [11700/54024] learning_rate: 0.000100 loss_class: 0.689331 loss_bbox: 0.105982 loss_giou: 0.443705 loss_class_aux: 4.298897 loss_bbox_aux: 0.690169 loss_giou_aux: 2.742207 loss_class_dn: 0.327020 loss_bbox_dn: 0.113267 loss_giou_dn: 0.350885 loss_class_aux_dn: 1.776291 loss_bbox_aux_dn: 0.698674 loss_giou_aux_dn: 2.015941 loss: 14.517387 eta: 35 days, 19:55:40 batch_cost: 1.0062 data_cost: 0.0531 ips: 7.9504 images/s [07/24 03:48:08] ppdet.engine INFO: Epoch: [7] [11800/54024] learning_rate: 0.000100 loss_class: 0.722520 loss_bbox: 0.110075 loss_giou: 0.475974 loss_class_aux: 4.404327 loss_bbox_aux: 0.739010 loss_giou_aux: 2.995378 loss_class_dn: 0.350684 loss_bbox_dn: 0.105850 loss_giou_dn: 0.385747 loss_class_aux_dn: 1.879358 loss_bbox_aux_dn: 0.653603 loss_giou_aux_dn: 2.223346 loss: 15.630592 eta: 35 days, 19:54:03 batch_cost: 0.8789 data_cost: 0.0660 ips: 9.1026 images/s [07/24 03:49:51] ppdet.engine INFO: Epoch: [7] [11900/54024] learning_rate: 0.000100 loss_class: 0.681789 loss_bbox: 0.113191 loss_giou: 0.512240 loss_class_aux: 4.330429 loss_bbox_aux: 0.725060 loss_giou_aux: 3.216630 loss_class_dn: 0.351373 loss_bbox_dn: 0.106370 loss_giou_dn: 0.399158 loss_class_aux_dn: 1.870874 loss_bbox_aux_dn: 0.669616 loss_giou_aux_dn: 2.262066 loss: 15.235572 eta: 35 days, 19:55:26 batch_cost: 0.9965 data_cost: 0.0010 ips: 8.0278 images/s [07/24 03:51:31] ppdet.engine INFO: Epoch: [7] [12000/54024] learning_rate: 0.000100 loss_class: 0.681686 loss_bbox: 0.111875 loss_giou: 0.459643 loss_class_aux: 4.221954 loss_bbox_aux: 0.720074 loss_giou_aux: 2.901296 loss_class_dn: 0.328220 loss_bbox_dn: 0.108202 loss_giou_dn: 0.360609 loss_class_aux_dn: 1.801974 loss_bbox_aux_dn: 0.687769 loss_giou_aux_dn: 2.065138 loss: 14.300114 eta: 35 days, 19:55:37 batch_cost: 0.9491 data_cost: 0.0009 ips: 8.4290 images/s [07/24 03:53:12] ppdet.engine INFO: Epoch: [7] [12100/54024] learning_rate: 0.000100 loss_class: 0.693418 loss_bbox: 0.117535 loss_giou: 0.435915 loss_class_aux: 4.362794 loss_bbox_aux: 0.766589 loss_giou_aux: 2.771794 loss_class_dn: 0.333172 loss_bbox_dn: 0.113127 loss_giou_dn: 0.352026 loss_class_aux_dn: 1.826789 loss_bbox_aux_dn: 0.688251 loss_giou_aux_dn: 2.020727 loss: 14.670139 eta: 35 days, 19:56:13 batch_cost: 0.9657 data_cost: 0.0489 ips: 8.2845 images/s [07/24 03:54:36] ppdet.engine INFO: Epoch: [7] [12200/54024] learning_rate: 0.000100 loss_class: 0.691189 loss_bbox: 0.120201 loss_giou: 0.490382 loss_class_aux: 4.320657 loss_bbox_aux: 0.808479 loss_giou_aux: 3.137354 loss_class_dn: 0.348279 loss_bbox_dn: 0.124663 loss_giou_dn: 0.393014 loss_class_aux_dn: 1.883881 loss_bbox_aux_dn: 0.752151 loss_giou_aux_dn: 2.256998 loss: 15.807633 eta: 35 days, 19:52:42 batch_cost: 0.8050 data_cost: 0.0011 ips: 9.9380 images/s [07/24 03:56:11] ppdet.engine INFO: Epoch: [7] [12300/54024] learning_rate: 0.000100 loss_class: 0.702777 loss_bbox: 0.112329 loss_giou: 0.481299 loss_class_aux: 4.333386 loss_bbox_aux: 0.715465 loss_giou_aux: 3.012860 loss_class_dn: 0.336761 loss_bbox_dn: 0.101196 loss_giou_dn: 0.373992 loss_class_aux_dn: 1.806963 loss_bbox_aux_dn: 0.631971 loss_giou_aux_dn: 2.142130 loss: 14.849674 eta: 35 days, 19:51:47 batch_cost: 0.9065 data_cost: 0.0009 ips: 8.8249 images/s [07/24 03:57:46] ppdet.engine INFO: Epoch: [7] [12400/54024] learning_rate: 0.000100 loss_class: 0.665683 loss_bbox: 0.106226 loss_giou: 0.498949 loss_class_aux: 4.148254 loss_bbox_aux: 0.704593 loss_giou_aux: 3.089199 loss_class_dn: 0.330483 loss_bbox_dn: 0.102587 loss_giou_dn: 0.378685 loss_class_aux_dn: 1.815296 loss_bbox_aux_dn: 0.625238 loss_giou_aux_dn: 2.145285 loss: 14.727765 eta: 35 days, 19:50:48 batch_cost: 0.9033 data_cost: 0.0603 ips: 8.8563 images/s [07/24 03:59:20] ppdet.engine INFO: Epoch: [7] [12500/54024] learning_rate: 0.000100 loss_class: 0.695471 loss_bbox: 0.110062 loss_giou: 0.506604 loss_class_aux: 4.387359 loss_bbox_aux: 0.719069 loss_giou_aux: 3.183465 loss_class_dn: 0.346688 loss_bbox_dn: 0.108599 loss_giou_dn: 0.386093 loss_class_aux_dn: 1.881940 loss_bbox_aux_dn: 0.645863 loss_giou_aux_dn: 2.229195 loss: 15.666836 eta: 35 days, 19:49:39 batch_cost: 0.8980 data_cost: 0.0009 ips: 8.9092 images/s [07/24 04:01:00] ppdet.engine INFO: Epoch: [7] [12600/54024] learning_rate: 0.000100 loss_class: 0.729652 loss_bbox: 0.111780 loss_giou: 0.477708 loss_class_aux: 4.606110 loss_bbox_aux: 0.747447 loss_giou_aux: 3.046535 loss_class_dn: 0.352547 loss_bbox_dn: 0.112475 loss_giou_dn: 0.386973 loss_class_aux_dn: 1.899287 loss_bbox_aux_dn: 0.671239 loss_giou_aux_dn: 2.213050 loss: 15.498436 eta: 35 days, 19:50:03 batch_cost: 0.9579 data_cost: 0.0010 ips: 8.3516 images/s [07/24 04:02:27] ppdet.engine INFO: Epoch: [7] [12700/54024] learning_rate: 0.000100 loss_class: 0.715214 loss_bbox: 0.114998 loss_giou: 0.499738 loss_class_aux: 4.468818 loss_bbox_aux: 0.772042 loss_giou_aux: 3.110291 loss_class_dn: 0.342289 loss_bbox_dn: 0.111627 loss_giou_dn: 0.391948 loss_class_aux_dn: 1.858342 loss_bbox_aux_dn: 0.670578 loss_giou_aux_dn: 2.204043 loss: 15.417198 eta: 35 days, 19:46:59 batch_cost: 0.8224 data_cost: 0.0010 ips: 9.7281 images/s [07/24 04:04:00] ppdet.engine INFO: Epoch: [7] [12800/54024] learning_rate: 0.000100 loss_class: 0.751810 loss_bbox: 0.114879 loss_giou: 0.510960 loss_class_aux: 4.584916 loss_bbox_aux: 0.773033 loss_giou_aux: 3.247363 loss_class_dn: 0.354025 loss_bbox_dn: 0.105136 loss_giou_dn: 0.412370 loss_class_aux_dn: 1.907674 loss_bbox_aux_dn: 0.667683 loss_giou_aux_dn: 2.338715 loss: 16.245916 eta: 35 days, 19:45:31 batch_cost: 0.8847 data_cost: 0.0010 ips: 9.0425 images/s [07/24 04:05:26] ppdet.engine INFO: Epoch: [7] [12900/54024] learning_rate: 0.000100 loss_class: 0.709124 loss_bbox: 0.114043 loss_giou: 0.529487 loss_class_aux: 4.429614 loss_bbox_aux: 0.763920 loss_giou_aux: 3.368154 loss_class_dn: 0.367369 loss_bbox_dn: 0.104411 loss_giou_dn: 0.415577 loss_class_aux_dn: 1.997873 loss_bbox_aux_dn: 0.638396 loss_giou_aux_dn: 2.339553 loss: 16.506968 eta: 35 days, 19:42:28 batch_cost: 0.8228 data_cost: 0.0321 ips: 9.7231 images/s [07/24 04:07:12] ppdet.engine INFO: Epoch: [7] [13000/54024] learning_rate: 0.000100 loss_class: 0.683598 loss_bbox: 0.125269 loss_giou: 0.525953 loss_class_aux: 4.326576 loss_bbox_aux: 0.796966 loss_giou_aux: 3.281212 loss_class_dn: 0.347735 loss_bbox_dn: 0.109663 loss_giou_dn: 0.397559 loss_class_aux_dn: 1.850142 loss_bbox_aux_dn: 0.676409 loss_giou_aux_dn: 2.226542 loss: 15.839144 eta: 35 days, 19:44:18 batch_cost: 1.0145 data_cost: 0.0050 ips: 7.8854 images/s [07/24 04:08:58] ppdet.engine INFO: Epoch: [7] [13100/54024] learning_rate: 0.000100 loss_class: 0.727002 loss_bbox: 0.118101 loss_giou: 0.509378 loss_class_aux: 4.534417 loss_bbox_aux: 0.770141 loss_giou_aux: 3.199137 loss_class_dn: 0.360905 loss_bbox_dn: 0.113233 loss_giou_dn: 0.393292 loss_class_aux_dn: 1.944576 loss_bbox_aux_dn: 0.705881 loss_giou_aux_dn: 2.254500 loss: 15.560858 eta: 35 days, 19:46:23 batch_cost: 1.0248 data_cost: 0.0009 ips: 7.8066 images/s [07/24 04:10:28] ppdet.engine INFO: Epoch: [7] [13200/54024] learning_rate: 0.000100 loss_class: 0.687233 loss_bbox: 0.109305 loss_giou: 0.505389 loss_class_aux: 4.325156 loss_bbox_aux: 0.699173 loss_giou_aux: 3.147225 loss_class_dn: 0.342728 loss_bbox_dn: 0.098633 loss_giou_dn: 0.382903 loss_class_aux_dn: 1.860474 loss_bbox_aux_dn: 0.618914 loss_giou_aux_dn: 2.193171 loss: 15.057502 eta: 35 days, 19:44:04 batch_cost: 0.8511 data_cost: 0.0012 ips: 9.3991 images/s [07/24 04:12:03] ppdet.engine INFO: Epoch: [7] [13300/54024] learning_rate: 0.000100 loss_class: 0.703203 loss_bbox: 0.120655 loss_giou: 0.499690 loss_class_aux: 4.379722 loss_bbox_aux: 0.757315 loss_giou_aux: 3.176767 loss_class_dn: 0.346600 loss_bbox_dn: 0.108061 loss_giou_dn: 0.398565 loss_class_aux_dn: 1.868853 loss_bbox_aux_dn: 0.665928 loss_giou_aux_dn: 2.225067 loss: 15.389138 eta: 35 days, 19:43:24 batch_cost: 0.9164 data_cost: 0.0631 ips: 8.7296 images/s [07/24 04:13:44] ppdet.engine INFO: Epoch: [7] [13400/54024] learning_rate: 0.000100 loss_class: 0.685438 loss_bbox: 0.112692 loss_giou: 0.472412 loss_class_aux: 4.308617 loss_bbox_aux: 0.745482 loss_giou_aux: 2.989423 loss_class_dn: 0.339529 loss_bbox_dn: 0.114235 loss_giou_dn: 0.378759 loss_class_aux_dn: 1.834663 loss_bbox_aux_dn: 0.698800 loss_giou_aux_dn: 2.138104 loss: 14.950892 eta: 35 days, 19:43:57 batch_cost: 0.9648 data_cost: 0.0010 ips: 8.2918 images/s [07/24 04:15:20] ppdet.engine INFO: Epoch: [7] [13500/54024] learning_rate: 0.000100 loss_class: 0.709291 loss_bbox: 0.118259 loss_giou: 0.499796 loss_class_aux: 4.325500 loss_bbox_aux: 0.758503 loss_giou_aux: 3.145084 loss_class_dn: 0.341849 loss_bbox_dn: 0.111118 loss_giou_dn: 0.388777 loss_class_aux_dn: 1.799739 loss_bbox_aux_dn: 0.679072 loss_giou_aux_dn: 2.191715 loss: 15.413479 eta: 35 days, 19:43:17 batch_cost: 0.9161 data_cost: 0.0010 ips: 8.7322 images/s [07/24 04:17:02] ppdet.engine INFO: Epoch: [7] [13600/54024] learning_rate: 0.000100 loss_class: 0.757706 loss_bbox: 0.114814 loss_giou: 0.535600 loss_class_aux: 4.731827 loss_bbox_aux: 0.742173 loss_giou_aux: 3.272069 loss_class_dn: 0.373060 loss_bbox_dn: 0.119011 loss_giou_dn: 0.397680 loss_class_aux_dn: 2.000102 loss_bbox_aux_dn: 0.728764 loss_giou_aux_dn: 2.243055 loss: 16.006473 eta: 35 days, 19:44:12 batch_cost: 0.9794 data_cost: 0.0012 ips: 8.1686 images/s [07/24 04:18:51] ppdet.engine INFO: Epoch: [7] [13700/54024] learning_rate: 0.000100 loss_class: 0.691865 loss_bbox: 0.118474 loss_giou: 0.534182 loss_class_aux: 4.316048 loss_bbox_aux: 0.754639 loss_giou_aux: 3.294375 loss_class_dn: 0.346361 loss_bbox_dn: 0.101812 loss_giou_dn: 0.395334 loss_class_aux_dn: 1.877677 loss_bbox_aux_dn: 0.636968 loss_giou_aux_dn: 2.238358 loss: 15.593109 eta: 35 days, 19:46:42 batch_cost: 1.0417 data_cost: 0.0010 ips: 7.6797 images/s [07/24 04:20:26] ppdet.engine INFO: Epoch: [7] [13800/54024] learning_rate: 0.000100 loss_class: 0.703879 loss_bbox: 0.117997 loss_giou: 0.523200 loss_class_aux: 4.358182 loss_bbox_aux: 0.770820 loss_giou_aux: 3.276343 loss_class_dn: 0.365788 loss_bbox_dn: 0.120529 loss_giou_dn: 0.421614 loss_class_aux_dn: 1.984833 loss_bbox_aux_dn: 0.724314 loss_giou_aux_dn: 2.340231 loss: 15.921485 eta: 35 days, 19:45:51 batch_cost: 0.9090 data_cost: 0.0277 ips: 8.8007 images/s [07/24 04:22:09] ppdet.engine INFO: Epoch: [7] [13900/54024] learning_rate: 0.000100 loss_class: 0.764879 loss_bbox: 0.128916 loss_giou: 0.562728 loss_class_aux: 4.812042 loss_bbox_aux: 0.850603 loss_giou_aux: 3.529606 loss_class_dn: 0.372779 loss_bbox_dn: 0.115055 loss_giou_dn: 0.431377 loss_class_aux_dn: 2.036119 loss_bbox_aux_dn: 0.699642 loss_giou_aux_dn: 2.411249 loss: 16.685114 eta: 35 days, 19:46:56 batch_cost: 0.9862 data_cost: 0.1270 ips: 8.1121 images/s [07/24 04:23:44] ppdet.engine INFO: Epoch: [7] [14000/54024] learning_rate: 0.000100 loss_class: 0.718132 loss_bbox: 0.120491 loss_giou: 0.488238 loss_class_aux: 4.434035 loss_bbox_aux: 0.784920 loss_giou_aux: 3.050562 loss_class_dn: 0.355004 loss_bbox_dn: 0.100468 loss_giou_dn: 0.382607 loss_class_aux_dn: 1.921144 loss_bbox_aux_dn: 0.646172 loss_giou_aux_dn: 2.190095 loss: 15.586681 eta: 35 days, 19:45:49 batch_cost: 0.8989 data_cost: 0.0650 ips: 8.8993 images/s [07/24 04:25:07] ppdet.engine INFO: Epoch: [7] [14100/54024] learning_rate: 0.000100 loss_class: 0.697655 loss_bbox: 0.109593 loss_giou: 0.507216 loss_class_aux: 4.304528 loss_bbox_aux: 0.732938 loss_giou_aux: 3.160842 loss_class_dn: 0.340147 loss_bbox_dn: 0.112742 loss_giou_dn: 0.372048 loss_class_aux_dn: 1.829317 loss_bbox_aux_dn: 0.657902 loss_giou_aux_dn: 2.130056 loss: 15.286443 eta: 35 days, 19:41:49 batch_cost: 0.7854 data_cost: 0.0009 ips: 10.1861 images/s [07/24 04:26:48] ppdet.engine INFO: Epoch: [7] [14200/54024] learning_rate: 0.000100 loss_class: 0.729599 loss_bbox: 0.123886 loss_giou: 0.539979 loss_class_aux: 4.551625 loss_bbox_aux: 0.800416 loss_giou_aux: 3.478243 loss_class_dn: 0.365121 loss_bbox_dn: 0.114356 loss_giou_dn: 0.408651 loss_class_aux_dn: 1.948804 loss_bbox_aux_dn: 0.699548 loss_giou_aux_dn: 2.335312 loss: 15.899173 eta: 35 days, 19:42:30 batch_cost: 0.9700 data_cost: 0.0580 ips: 8.2472 images/s [07/24 04:28:27] ppdet.engine INFO: Epoch: [7] [14300/54024] learning_rate: 0.000100 loss_class: 0.721308 loss_bbox: 0.114692 loss_giou: 0.484908 loss_class_aux: 4.483384 loss_bbox_aux: 0.738314 loss_giou_aux: 3.095754 loss_class_dn: 0.356125 loss_bbox_dn: 0.101910 loss_giou_dn: 0.396572 loss_class_aux_dn: 1.884518 loss_bbox_aux_dn: 0.611641 loss_giou_aux_dn: 2.222893 loss: 15.388238 eta: 35 days, 19:42:37 batch_cost: 0.9478 data_cost: 0.0205 ips: 8.4404 images/s [07/24 04:30:05] ppdet.engine INFO: Epoch: [7] [14400/54024] learning_rate: 0.000100 loss_class: 0.743540 loss_bbox: 0.120231 loss_giou: 0.531782 loss_class_aux: 4.643251 loss_bbox_aux: 0.762942 loss_giou_aux: 3.282768 loss_class_dn: 0.360798 loss_bbox_dn: 0.111343 loss_giou_dn: 0.412643 loss_class_aux_dn: 1.952707 loss_bbox_aux_dn: 0.677469 loss_giou_aux_dn: 2.359318 loss: 15.859750 eta: 35 days, 19:42:14 batch_cost: 0.9282 data_cost: 0.0010 ips: 8.6189 images/s [07/24 04:31:36] ppdet.engine INFO: Epoch: [7] [14500/54024] learning_rate: 0.000100 loss_class: 0.719624 loss_bbox: 0.114004 loss_giou: 0.513855 loss_class_aux: 4.532675 loss_bbox_aux: 0.745252 loss_giou_aux: 3.214761 loss_class_dn: 0.364905 loss_bbox_dn: 0.112366 loss_giou_dn: 0.405400 loss_class_aux_dn: 1.978788 loss_bbox_aux_dn: 0.679862 loss_giou_aux_dn: 2.263255 loss: 15.972532 eta: 35 days, 19:40:16 batch_cost: 0.8654 data_cost: 0.0459 ips: 9.2448 images/s [07/24 04:33:06] ppdet.engine INFO: Epoch: [7] [14600/54024] learning_rate: 0.000100 loss_class: 0.686522 loss_bbox: 0.113164 loss_giou: 0.510950 loss_class_aux: 4.272922 loss_bbox_aux: 0.725669 loss_giou_aux: 3.196239 loss_class_dn: 0.342460 loss_bbox_dn: 0.111425 loss_giou_dn: 0.389187 loss_class_aux_dn: 1.833715 loss_bbox_aux_dn: 0.674421 loss_giou_aux_dn: 2.204167 loss: 15.055063 eta: 35 days, 19:37:59 batch_cost: 0.8532 data_cost: 0.0012 ips: 9.3760 images/s [07/24 04:34:32] ppdet.engine INFO: Epoch: [7] [14700/54024] learning_rate: 0.000100 loss_class: 0.724107 loss_bbox: 0.116704 loss_giou: 0.486434 loss_class_aux: 4.501549 loss_bbox_aux: 0.769229 loss_giou_aux: 3.032654 loss_class_dn: 0.343386 loss_bbox_dn: 0.112485 loss_giou_dn: 0.383567 loss_class_aux_dn: 1.863742 loss_bbox_aux_dn: 0.685851 loss_giou_aux_dn: 2.192466 loss: 15.267670 eta: 35 days, 19:34:34 batch_cost: 0.8081 data_cost: 0.0012 ips: 9.9002 images/s [07/24 04:36:02] ppdet.engine INFO: Epoch: [7] [14800/54024] learning_rate: 0.000100 loss_class: 0.757771 loss_bbox: 0.118327 loss_giou: 0.548813 loss_class_aux: 4.725266 loss_bbox_aux: 0.772715 loss_giou_aux: 3.467225 loss_class_dn: 0.380986 loss_bbox_dn: 0.115084 loss_giou_dn: 0.423436 loss_class_aux_dn: 2.089257 loss_bbox_aux_dn: 0.717433 loss_giou_aux_dn: 2.429756 loss: 16.646861 eta: 35 days, 19:32:20 batch_cost: 0.8545 data_cost: 0.0010 ips: 9.3621 images/s [07/24 04:37:31] ppdet.engine INFO: Epoch: [7] [14900/54024] learning_rate: 0.000100 loss_class: 0.694512 loss_bbox: 0.114688 loss_giou: 0.528909 loss_class_aux: 4.393921 loss_bbox_aux: 0.730991 loss_giou_aux: 3.289496 loss_class_dn: 0.361507 loss_bbox_dn: 0.108214 loss_giou_dn: 0.413334 loss_class_aux_dn: 1.950002 loss_bbox_aux_dn: 0.650332 loss_giou_aux_dn: 2.344320 loss: 15.905021 eta: 35 days, 19:30:05 batch_cost: 0.8542 data_cost: 0.0009 ips: 9.3659 images/s [07/24 04:39:05] ppdet.engine INFO: Epoch: [7] [15000/54024] learning_rate: 0.000100 loss_class: 0.697244 loss_bbox: 0.116945 loss_giou: 0.453371 loss_class_aux: 4.291751 loss_bbox_aux: 0.762930 loss_giou_aux: 2.866268 loss_class_dn: 0.335563 loss_bbox_dn: 0.109917 loss_giou_dn: 0.358611 loss_class_aux_dn: 1.802117 loss_bbox_aux_dn: 0.667459 loss_giou_aux_dn: 2.062013 loss: 14.931848 eta: 35 days, 19:28:55 batch_cost: 0.8974 data_cost: 0.0010 ips: 8.9148 images/s [07/24 04:40:50] ppdet.engine INFO: Epoch: [7] [15100/54024] learning_rate: 0.000100 loss_class: 0.688357 loss_bbox: 0.113075 loss_giou: 0.530373 loss_class_aux: 4.314313 loss_bbox_aux: 0.736418 loss_giou_aux: 3.346546 loss_class_dn: 0.349042 loss_bbox_dn: 0.106237 loss_giou_dn: 0.402868 loss_class_aux_dn: 1.894182 loss_bbox_aux_dn: 0.661291 loss_giou_aux_dn: 2.251500 loss: 15.655943 eta: 35 days, 19:30:16 batch_cost: 0.9972 data_cost: 0.0999 ips: 8.0222 images/s [07/24 04:42:44] ppdet.engine INFO: Epoch: [7] [15200/54024] learning_rate: 0.000100 loss_class: 0.687343 loss_bbox: 0.111217 loss_giou: 0.454392 loss_class_aux: 4.293824 loss_bbox_aux: 0.715651 loss_giou_aux: 2.842295 loss_class_dn: 0.337418 loss_bbox_dn: 0.107153 loss_giou_dn: 0.369742 loss_class_aux_dn: 1.819853 loss_bbox_aux_dn: 0.655045 loss_giou_aux_dn: 2.120656 loss: 14.721306 eta: 35 days, 19:34:16 batch_cost: 1.1023 data_cost: 0.0056 ips: 7.2578 images/s [07/24 04:44:26] ppdet.engine INFO: Epoch: [7] [15300/54024] learning_rate: 0.000100 loss_class: 0.695357 loss_bbox: 0.119836 loss_giou: 0.463734 loss_class_aux: 4.417630 loss_bbox_aux: 0.789666 loss_giou_aux: 2.945526 loss_class_dn: 0.341205 loss_bbox_dn: 0.116220 loss_giou_dn: 0.366295 loss_class_aux_dn: 1.864714 loss_bbox_aux_dn: 0.719264 loss_giou_aux_dn: 2.072302 loss: 14.774708 eta: 35 days, 19:34:49 batch_cost: 0.9654 data_cost: 0.1171 ips: 8.2871 images/s [07/24 04:46:09] ppdet.engine INFO: Epoch: [7] [15400/54024] learning_rate: 0.000100 loss_class: 0.712942 loss_bbox: 0.118240 loss_giou: 0.549969 loss_class_aux: 4.414417 loss_bbox_aux: 0.772184 loss_giou_aux: 3.471844 loss_class_dn: 0.352366 loss_bbox_dn: 0.111280 loss_giou_dn: 0.406504 loss_class_aux_dn: 1.886925 loss_bbox_aux_dn: 0.695320 loss_giou_aux_dn: 2.315476 loss: 15.811761 eta: 35 days, 19:35:57 batch_cost: 0.9885 data_cost: 0.0221 ips: 8.0927 images/s [07/24 04:47:36] ppdet.engine INFO: Epoch: [7] [15500/54024] learning_rate: 0.000100 loss_class: 0.747428 loss_bbox: 0.116714 loss_giou: 0.513184 loss_class_aux: 4.606346 loss_bbox_aux: 0.767924 loss_giou_aux: 3.196114 loss_class_dn: 0.358537 loss_bbox_dn: 0.117067 loss_giou_dn: 0.402655 loss_class_aux_dn: 1.986737 loss_bbox_aux_dn: 0.715786 loss_giou_aux_dn: 2.292547 loss: 15.961561 eta: 35 days, 19:33:09 batch_cost: 0.8328 data_cost: 0.0017 ips: 9.6065 images/s [07/24 04:49:12] ppdet.engine INFO: Epoch: [7] [15600/54024] learning_rate: 0.000100 loss_class: 0.736402 loss_bbox: 0.116225 loss_giou: 0.513206 loss_class_aux: 4.574710 loss_bbox_aux: 0.752836 loss_giou_aux: 3.202641 loss_class_dn: 0.368505 loss_bbox_dn: 0.108980 loss_giou_dn: 0.406024 loss_class_aux_dn: 2.002231 loss_bbox_aux_dn: 0.680237 loss_giou_aux_dn: 2.332328 loss: 16.163501 eta: 35 days, 19:32:16 batch_cost: 0.9084 data_cost: 0.0483 ips: 8.8071 images/s [07/24 04:50:48] ppdet.engine INFO: Epoch: [7] [15700/54024] learning_rate: 0.000100 loss_class: 0.681097 loss_bbox: 0.111348 loss_giou: 0.522682 loss_class_aux: 4.190341 loss_bbox_aux: 0.738045 loss_giou_aux: 3.280658 loss_class_dn: 0.353272 loss_bbox_dn: 0.101496 loss_giou_dn: 0.403043 loss_class_aux_dn: 1.884562 loss_bbox_aux_dn: 0.624853 loss_giou_aux_dn: 2.299830 loss: 15.485597 eta: 35 days, 19:31:36 batch_cost: 0.9175 data_cost: 0.1182 ips: 8.7192 images/s [07/24 04:52:35] ppdet.engine INFO: Epoch: [7] [15800/54024] learning_rate: 0.000100 loss_class: 0.703916 loss_bbox: 0.113622 loss_giou: 0.481698 loss_class_aux: 4.378313 loss_bbox_aux: 0.752912 loss_giou_aux: 3.038457 loss_class_dn: 0.350688 loss_bbox_dn: 0.107520 loss_giou_dn: 0.376643 loss_class_aux_dn: 1.904698 loss_bbox_aux_dn: 0.646358 loss_giou_aux_dn: 2.157173 loss: 15.332555 eta: 35 days, 19:33:27 batch_cost: 1.0176 data_cost: 0.0011 ips: 7.8618 images/s [07/24 04:54:05] ppdet.engine INFO: Epoch: [7] [15900/54024] learning_rate: 0.000100 loss_class: 0.732825 loss_bbox: 0.112676 loss_giou: 0.510027 loss_class_aux: 4.595678 loss_bbox_aux: 0.744303 loss_giou_aux: 3.173794 loss_class_dn: 0.371912 loss_bbox_dn: 0.105815 loss_giou_dn: 0.389417 loss_class_aux_dn: 1.974920 loss_bbox_aux_dn: 0.651173 loss_giou_aux_dn: 2.195800 loss: 15.904773 eta: 35 days, 19:31:12 batch_cost: 0.8542 data_cost: 0.0739 ips: 9.3654 images/s [07/24 04:55:49] ppdet.engine INFO: Epoch: [7] [16000/54024] learning_rate: 0.000100 loss_class: 0.767461 loss_bbox: 0.130951 loss_giou: 0.549549 loss_class_aux: 4.756605 loss_bbox_aux: 0.833868 loss_giou_aux: 3.434696 loss_class_dn: 0.384001 loss_bbox_dn: 0.111288 loss_giou_dn: 0.420680 loss_class_aux_dn: 2.072438 loss_bbox_aux_dn: 0.687204 loss_giou_aux_dn: 2.394749 loss: 16.822164 eta: 35 days, 19:32:36 batch_cost: 0.9994 data_cost: 0.2140 ips: 8.0051 images/s [07/24 04:57:21] ppdet.engine INFO: Epoch: [7] [16100/54024] learning_rate: 0.000100 loss_class: 0.681415 loss_bbox: 0.118555 loss_giou: 0.466849 loss_class_aux: 4.249857 loss_bbox_aux: 0.754374 loss_giou_aux: 2.946096 loss_class_dn: 0.339670 loss_bbox_dn: 0.108150 loss_giou_dn: 0.373048 loss_class_aux_dn: 1.822501 loss_bbox_aux_dn: 0.660816 loss_giou_aux_dn: 2.147372 loss: 14.955858 eta: 35 days, 19:30:46 batch_cost: 0.8712 data_cost: 0.0010 ips: 9.1832 images/s [07/24 04:58:51] ppdet.engine INFO: Epoch: [7] [16200/54024] learning_rate: 0.000100 loss_class: 0.741727 loss_bbox: 0.111332 loss_giou: 0.494389 loss_class_aux: 4.567806 loss_bbox_aux: 0.764016 loss_giou_aux: 3.065132 loss_class_dn: 0.346692 loss_bbox_dn: 0.105286 loss_giou_dn: 0.395270 loss_class_aux_dn: 1.845576 loss_bbox_aux_dn: 0.653549 loss_giou_aux_dn: 2.245184 loss: 15.543480 eta: 35 days, 19:28:31 batch_cost: 0.8543 data_cost: 0.0603 ips: 9.3646 images/s [07/24 05:00:53] ppdet.engine INFO: Epoch: [7] [16300/54024] learning_rate: 0.000100 loss_class: 0.714245 loss_bbox: 0.113503 loss_giou: 0.531992 loss_class_aux: 4.566354 loss_bbox_aux: 0.726963 loss_giou_aux: 3.293159 loss_class_dn: 0.358051 loss_bbox_dn: 0.105327 loss_giou_dn: 0.399122 loss_class_aux_dn: 1.930707 loss_bbox_aux_dn: 0.664080 loss_giou_aux_dn: 2.324209 loss: 16.049699 eta: 35 days, 19:34:21 batch_cost: 1.1771 data_cost: 0.0010 ips: 6.7965 images/s [07/24 05:02:18] ppdet.engine INFO: Epoch: [7] [16400/54024] learning_rate: 0.000100 loss_class: 0.679220 loss_bbox: 0.119120 loss_giou: 0.450116 loss_class_aux: 4.284941 loss_bbox_aux: 0.790142 loss_giou_aux: 2.857506 loss_class_dn: 0.325038 loss_bbox_dn: 0.117467 loss_giou_dn: 0.360687 loss_class_aux_dn: 1.749593 loss_bbox_aux_dn: 0.738726 loss_giou_aux_dn: 2.042858 loss: 14.533601 eta: 35 days, 19:30:58 batch_cost: 0.8093 data_cost: 0.0010 ips: 9.8848 images/s [07/24 05:03:55] ppdet.engine INFO: Epoch: [7] [16500/54024] learning_rate: 0.000100 loss_class: 0.754531 loss_bbox: 0.113283 loss_giou: 0.572222 loss_class_aux: 4.691188 loss_bbox_aux: 0.749201 loss_giou_aux: 3.552381 loss_class_dn: 0.367247 loss_bbox_dn: 0.103406 loss_giou_dn: 0.423033 loss_class_aux_dn: 1.983938 loss_bbox_aux_dn: 0.654099 loss_giou_aux_dn: 2.381152 loss: 16.425659 eta: 35 days, 19:30:22 batch_cost: 0.9196 data_cost: 0.0011 ips: 8.6993 images/s [07/24 05:05:25] ppdet.engine INFO: Epoch: [7] [16600/54024] learning_rate: 0.000100 loss_class: 0.761890 loss_bbox: 0.120223 loss_giou: 0.512105 loss_class_aux: 4.721601 loss_bbox_aux: 0.792870 loss_giou_aux: 3.228843 loss_class_dn: 0.362939 loss_bbox_dn: 0.110917 loss_giou_dn: 0.407303 loss_class_aux_dn: 1.983003 loss_bbox_aux_dn: 0.678927 loss_giou_aux_dn: 2.271417 loss: 16.086694 eta: 35 days, 19:28:22 batch_cost: 0.8644 data_cost: 0.1009 ips: 9.2548 images/s [07/24 05:06:49] ppdet.engine INFO: Epoch: [7] [16700/54024] learning_rate: 0.000100 loss_class: 0.721253 loss_bbox: 0.117171 loss_giou: 0.564588 loss_class_aux: 4.551037 loss_bbox_aux: 0.762007 loss_giou_aux: 3.483118 loss_class_dn: 0.360957 loss_bbox_dn: 0.107182 loss_giou_dn: 0.414948 loss_class_aux_dn: 1.913275 loss_bbox_aux_dn: 0.647668 loss_giou_aux_dn: 2.383280 loss: 15.848319 eta: 35 days, 19:24:33 batch_cost: 0.7922 data_cost: 0.0013 ips: 10.0982 images/s [07/24 05:08:19] ppdet.engine INFO: Epoch: [7] [16800/54024] learning_rate: 0.000100 loss_class: 0.705978 loss_bbox: 0.114741 loss_giou: 0.531340 loss_class_aux: 4.430895 loss_bbox_aux: 0.751368 loss_giou_aux: 3.353912 loss_class_dn: 0.362535 loss_bbox_dn: 0.105020 loss_giou_dn: 0.417438 loss_class_aux_dn: 1.924240 loss_bbox_aux_dn: 0.647233 loss_giou_aux_dn: 2.384016 loss: 16.103760 eta: 35 days, 19:22:09 batch_cost: 0.8481 data_cost: 0.0260 ips: 9.4327 images/s [07/24 05:09:45] ppdet.engine INFO: Epoch: [7] [16900/54024] learning_rate: 0.000100 loss_class: 0.709086 loss_bbox: 0.114633 loss_giou: 0.522848 loss_class_aux: 4.426356 loss_bbox_aux: 0.749405 loss_giou_aux: 3.266519 loss_class_dn: 0.357827 loss_bbox_dn: 0.103716 loss_giou_dn: 0.395416 loss_class_aux_dn: 1.933159 loss_bbox_aux_dn: 0.648506 loss_giou_aux_dn: 2.234747 loss: 15.541974 eta: 35 days, 19:18:54 batch_cost: 0.8143 data_cost: 0.0010 ips: 9.8242 images/s [07/24 05:11:10] ppdet.engine INFO: Epoch: [7] [17000/54024] learning_rate: 0.000100 loss_class: 0.684368 loss_bbox: 0.119255 loss_giou: 0.554429 loss_class_aux: 4.243078 loss_bbox_aux: 0.755979 loss_giou_aux: 3.491114 loss_class_dn: 0.346542 loss_bbox_dn: 0.109015 loss_giou_dn: 0.416422 loss_class_aux_dn: 1.853770 loss_bbox_aux_dn: 0.667139 loss_giou_aux_dn: 2.343323 loss: 15.642610 eta: 35 days, 19:15:43 batch_cost: 0.8165 data_cost: 0.0012 ips: 9.7984 images/s [07/24 05:12:43] ppdet.engine INFO: Epoch: [7] [17100/54024] learning_rate: 0.000100 loss_class: 0.715693 loss_bbox: 0.109867 loss_giou: 0.475990 loss_class_aux: 4.472901 loss_bbox_aux: 0.714125 loss_giou_aux: 2.982817 loss_class_dn: 0.347328 loss_bbox_dn: 0.103625 loss_giou_dn: 0.379328 loss_class_aux_dn: 1.883712 loss_bbox_aux_dn: 0.635329 loss_giou_aux_dn: 2.145109 loss: 15.825992 eta: 35 days, 19:14:14 batch_cost: 0.8851 data_cost: 0.0010 ips: 9.0386 images/s [07/24 05:14:11] ppdet.engine INFO: Epoch: [7] [17200/54024] learning_rate: 0.000100 loss_class: 0.706236 loss_bbox: 0.125478 loss_giou: 0.502170 loss_class_aux: 4.428040 loss_bbox_aux: 0.804141 loss_giou_aux: 3.116548 loss_class_dn: 0.355765 loss_bbox_dn: 0.116176 loss_giou_dn: 0.398946 loss_class_aux_dn: 1.924337 loss_bbox_aux_dn: 0.692478 loss_giou_aux_dn: 2.259392 loss: 15.521676 eta: 35 days, 19:11:30 batch_cost: 0.8351 data_cost: 0.0424 ips: 9.5797 images/s [07/24 05:15:48] ppdet.engine INFO: Epoch: [7] [17300/54024] learning_rate: 0.000100 loss_class: 0.703430 loss_bbox: 0.114638 loss_giou: 0.498351 loss_class_aux: 4.404120 loss_bbox_aux: 0.738101 loss_giou_aux: 3.059195 loss_class_dn: 0.344159 loss_bbox_dn: 0.112629 loss_giou_dn: 0.387343 loss_class_aux_dn: 1.878710 loss_bbox_aux_dn: 0.699625 loss_giou_aux_dn: 2.209998 loss: 15.156686 eta: 35 days, 19:10:53 batch_cost: 0.9191 data_cost: 0.0422 ips: 8.7038 images/s [07/24 05:17:16] ppdet.engine INFO: Epoch: [7] [17400/54024] learning_rate: 0.000100 loss_class: 0.728619 loss_bbox: 0.118341 loss_giou: 0.551071 loss_class_aux: 4.515831 loss_bbox_aux: 0.775306 loss_giou_aux: 3.486503 loss_class_dn: 0.371575 loss_bbox_dn: 0.112456 loss_giou_dn: 0.436189 loss_class_aux_dn: 1.979302 loss_bbox_aux_dn: 0.687075 loss_giou_aux_dn: 2.422843 loss: 16.473843 eta: 35 days, 19:08:10 batch_cost: 0.8357 data_cost: 0.0478 ips: 9.5726 images/s [07/24 05:19:06] ppdet.engine INFO: Epoch: [7] [17500/54024] learning_rate: 0.000100 loss_class: 0.694348 loss_bbox: 0.108234 loss_giou: 0.486401 loss_class_aux: 4.246237 loss_bbox_aux: 0.710081 loss_giou_aux: 3.026686 loss_class_dn: 0.335890 loss_bbox_dn: 0.110195 loss_giou_dn: 0.378159 loss_class_aux_dn: 1.817337 loss_bbox_aux_dn: 0.655032 loss_giou_aux_dn: 2.116291 loss: 14.999014 eta: 35 days, 19:10:55 batch_cost: 1.0549 data_cost: 0.0096 ips: 7.5838 images/s [07/24 05:21:07] ppdet.engine INFO: Epoch: [7] [17600/54024] learning_rate: 0.000100 loss_class: 0.715260 loss_bbox: 0.118169 loss_giou: 0.527939 loss_class_aux: 4.446593 loss_bbox_aux: 0.770648 loss_giou_aux: 3.236898 loss_class_dn: 0.360399 loss_bbox_dn: 0.119873 loss_giou_dn: 0.410004 loss_class_aux_dn: 1.946290 loss_bbox_aux_dn: 0.697765 loss_giou_aux_dn: 2.336282 loss: 15.942208 eta: 35 days, 19:16:30 batch_cost: 1.1683 data_cost: 0.3439 ips: 6.8473 images/s [07/24 05:22:38] ppdet.engine INFO: Epoch: [7] [17700/54024] learning_rate: 0.000100 loss_class: 0.682153 loss_bbox: 0.112380 loss_giou: 0.484517 loss_class_aux: 4.230372 loss_bbox_aux: 0.725053 loss_giou_aux: 3.011997 loss_class_dn: 0.335283 loss_bbox_dn: 0.107032 loss_giou_dn: 0.359509 loss_class_aux_dn: 1.820465 loss_bbox_aux_dn: 0.651813 loss_giou_aux_dn: 2.061616 loss: 15.023310 eta: 35 days, 19:14:34 batch_cost: 0.8666 data_cost: 0.0146 ips: 9.2317 images/s [07/24 05:24:02] ppdet.engine INFO: Epoch: [7] [17800/54024] learning_rate: 0.000100 loss_class: 0.671729 loss_bbox: 0.116614 loss_giou: 0.525793 loss_class_aux: 4.272625 loss_bbox_aux: 0.758959 loss_giou_aux: 3.226748 loss_class_dn: 0.344208 loss_bbox_dn: 0.106446 loss_giou_dn: 0.386215 loss_class_aux_dn: 1.851284 loss_bbox_aux_dn: 0.630955 loss_giou_aux_dn: 2.166285 loss: 15.102773 eta: 35 days, 19:10:50 batch_cost: 0.7951 data_cost: 0.0261 ips: 10.0611 images/s [07/24 05:25:30] ppdet.engine INFO: Epoch: [7] [17900/54024] learning_rate: 0.000100 loss_class: 0.719337 loss_bbox: 0.117839 loss_giou: 0.497896 loss_class_aux: 4.545855 loss_bbox_aux: 0.754929 loss_giou_aux: 3.204049 loss_class_dn: 0.374780 loss_bbox_dn: 0.112242 loss_giou_dn: 0.410258 loss_class_aux_dn: 2.021539 loss_bbox_aux_dn: 0.678082 loss_giou_aux_dn: 2.362526 loss: 16.490177 eta: 35 days, 19:08:07 batch_cost: 0.8353 data_cost: 0.0009 ips: 9.5779 images/s [07/24 05:27:08] ppdet.engine INFO: Epoch: [7] [18000/54024] learning_rate: 0.000100 loss_class: 0.715182 loss_bbox: 0.113054 loss_giou: 0.513709 loss_class_aux: 4.384649 loss_bbox_aux: 0.754261 loss_giou_aux: 3.234749 loss_class_dn: 0.353711 loss_bbox_dn: 0.103580 loss_giou_dn: 0.403034 loss_class_aux_dn: 1.912579 loss_bbox_aux_dn: 0.641416 loss_giou_aux_dn: 2.277043 loss: 15.606528 eta: 35 days, 19:07:45 batch_cost: 0.9298 data_cost: 0.0445 ips: 8.6040 images/s [07/24 05:28:34] ppdet.engine INFO: Epoch: [7] [18100/54024] learning_rate: 0.000100 loss_class: 0.725674 loss_bbox: 0.112191 loss_giou: 0.533703 loss_class_aux: 4.552361 loss_bbox_aux: 0.730945 loss_giou_aux: 3.355771 loss_class_dn: 0.365920 loss_bbox_dn: 0.099134 loss_giou_dn: 0.413148 loss_class_aux_dn: 1.961340 loss_bbox_aux_dn: 0.609842 loss_giou_aux_dn: 2.345819 loss: 16.281327 eta: 35 days, 19:04:37 batch_cost: 0.8184 data_cost: 0.0113 ips: 9.7756 images/s [07/24 05:30:16] ppdet.engine INFO: Epoch: [7] [18200/54024] learning_rate: 0.000100 loss_class: 0.738893 loss_bbox: 0.107654 loss_giou: 0.540491 loss_class_aux: 4.566122 loss_bbox_aux: 0.740233 loss_giou_aux: 3.442506 loss_class_dn: 0.373388 loss_bbox_dn: 0.107845 loss_giou_dn: 0.422451 loss_class_aux_dn: 2.003483 loss_bbox_aux_dn: 0.631817 loss_giou_aux_dn: 2.387161 loss: 16.486541 eta: 35 days, 19:05:13 batch_cost: 0.9693 data_cost: 0.0668 ips: 8.2533 images/s [07/24 05:32:09] ppdet.engine INFO: Epoch: [7] [18300/54024] learning_rate: 0.000100 loss_class: 0.684375 loss_bbox: 0.114200 loss_giou: 0.506304 loss_class_aux: 4.321470 loss_bbox_aux: 0.738632 loss_giou_aux: 3.092205 loss_class_dn: 0.341242 loss_bbox_dn: 0.108136 loss_giou_dn: 0.397058 loss_class_aux_dn: 1.846893 loss_bbox_aux_dn: 0.662834 loss_giou_aux_dn: 2.243105 loss: 15.051538 eta: 35 days, 19:08:48 batch_cost: 1.0890 data_cost: 0.0254 ips: 7.3461 images/s [07/24 05:33:43] ppdet.engine INFO: Epoch: [7] [18400/54024] learning_rate: 0.000100 loss_class: 0.748487 loss_bbox: 0.118963 loss_giou: 0.533439 loss_class_aux: 4.629781 loss_bbox_aux: 0.784117 loss_giou_aux: 3.369924 loss_class_dn: 0.369828 loss_bbox_dn: 0.113848 loss_giou_dn: 0.413962 loss_class_aux_dn: 2.023504 loss_bbox_aux_dn: 0.686132 loss_giou_aux_dn: 2.322922 loss: 16.315398 eta: 35 days, 19:07:31 batch_cost: 0.8932 data_cost: 0.0012 ips: 8.9568 images/s [07/24 05:35:18] ppdet.engine INFO: Epoch: [7] [18500/54024] learning_rate: 0.000100 loss_class: 0.735175 loss_bbox: 0.116862 loss_giou: 0.536646 loss_class_aux: 4.597358 loss_bbox_aux: 0.756899 loss_giou_aux: 3.362809 loss_class_dn: 0.368759 loss_bbox_dn: 0.113366 loss_giou_dn: 0.410248 loss_class_aux_dn: 1.991934 loss_bbox_aux_dn: 0.709849 loss_giou_aux_dn: 2.345999 loss: 16.099268 eta: 35 days, 19:06:38 batch_cost: 0.9087 data_cost: 0.0010 ips: 8.8037 images/s [07/24 05:36:53] ppdet.engine INFO: Epoch: [7] [18600/54024] learning_rate: 0.000100 loss_class: 0.722294 loss_bbox: 0.122669 loss_giou: 0.509844 loss_class_aux: 4.472120 loss_bbox_aux: 0.818959 loss_giou_aux: 3.222118 loss_class_dn: 0.365922 loss_bbox_dn: 0.113609 loss_giou_dn: 0.393928 loss_class_aux_dn: 1.999810 loss_bbox_aux_dn: 0.716460 loss_giou_aux_dn: 2.247621 loss: 15.832691 eta: 35 days, 19:05:38 batch_cost: 0.9050 data_cost: 0.0743 ips: 8.8399 images/s [07/24 05:38:50] ppdet.engine INFO: Epoch: [7] [18700/54024] learning_rate: 0.000100 loss_class: 0.681206 loss_bbox: 0.111867 loss_giou: 0.576847 loss_class_aux: 4.259439 loss_bbox_aux: 0.745057 loss_giou_aux: 3.643411 loss_class_dn: 0.359859 loss_bbox_dn: 0.106309 loss_giou_dn: 0.435517 loss_class_aux_dn: 1.935231 loss_bbox_aux_dn: 0.643230 loss_giou_aux_dn: 2.419363 loss: 16.421640 eta: 35 days, 19:09:55 batch_cost: 1.1177 data_cost: 0.1032 ips: 7.1574 images/s [07/24 05:40:20] ppdet.engine INFO: Epoch: [7] [18800/54024] learning_rate: 0.000100 loss_class: 0.753256 loss_bbox: 0.119765 loss_giou: 0.525895 loss_class_aux: 4.662547 loss_bbox_aux: 0.789185 loss_giou_aux: 3.295873 loss_class_dn: 0.359355 loss_bbox_dn: 0.119902 loss_giou_dn: 0.385199 loss_class_aux_dn: 1.974116 loss_bbox_aux_dn: 0.726102 loss_giou_aux_dn: 2.246074 loss: 16.134276 eta: 35 days, 19:07:40 batch_cost: 0.8538 data_cost: 0.0010 ips: 9.3700 images/s [07/24 05:42:06] ppdet.engine INFO: Epoch: [7] [18900/54024] learning_rate: 0.000100 loss_class: 0.727947 loss_bbox: 0.125351 loss_giou: 0.518303 loss_class_aux: 4.543902 loss_bbox_aux: 0.806313 loss_giou_aux: 3.260882 loss_class_dn: 0.367330 loss_bbox_dn: 0.112934 loss_giou_dn: 0.411941 loss_class_aux_dn: 1.991998 loss_bbox_aux_dn: 0.711781 loss_giou_aux_dn: 2.321071 loss: 15.777736 eta: 35 days, 19:09:35 batch_cost: 1.0229 data_cost: 0.0009 ips: 7.8206 images/s [07/24 05:43:49] ppdet.engine INFO: Epoch: [7] [19000/54024] learning_rate: 0.000100 loss_class: 0.665293 loss_bbox: 0.106272 loss_giou: 0.478486 loss_class_aux: 4.156456 loss_bbox_aux: 0.701662 loss_giou_aux: 3.033471 loss_class_dn: 0.329880 loss_bbox_dn: 0.108483 loss_giou_dn: 0.367120 loss_class_aux_dn: 1.773420 loss_bbox_aux_dn: 0.633385 loss_giou_aux_dn: 2.089874 loss: 14.665353 eta: 35 days, 19:10:31 batch_cost: 0.9828 data_cost: 0.0009 ips: 8.1403 images/s [07/24 05:45:22] ppdet.engine INFO: Epoch: [7] [19100/54024] learning_rate: 0.000100 loss_class: 0.677636 loss_bbox: 0.109478 loss_giou: 0.488563 loss_class_aux: 4.237483 loss_bbox_aux: 0.754937 loss_giou_aux: 3.077152 loss_class_dn: 0.325408 loss_bbox_dn: 0.109297 loss_giou_dn: 0.373823 loss_class_aux_dn: 1.756430 loss_bbox_aux_dn: 0.664506 loss_giou_aux_dn: 2.110854 loss: 14.516948 eta: 35 days, 19:09:02 batch_cost: 0.8851 data_cost: 0.0010 ips: 9.0386 images/s [07/24 05:46:49] ppdet.engine INFO: Epoch: [7] [19200/54024] learning_rate: 0.000100 loss_class: 0.690465 loss_bbox: 0.111483 loss_giou: 0.503116 loss_class_aux: 4.296474 loss_bbox_aux: 0.725907 loss_giou_aux: 3.183666 loss_class_dn: 0.347702 loss_bbox_dn: 0.108987 loss_giou_dn: 0.398780 loss_class_aux_dn: 1.892578 loss_bbox_aux_dn: 0.667161 loss_giou_aux_dn: 2.250433 loss: 15.814034 eta: 35 days, 19:06:00 batch_cost: 0.8227 data_cost: 0.0010 ips: 9.7240 images/s [07/24 05:48:25] ppdet.engine INFO: Epoch: [7] [19300/54024] learning_rate: 0.000100 loss_class: 0.720924 loss_bbox: 0.121189 loss_giou: 0.541721 loss_class_aux: 4.490151 loss_bbox_aux: 0.799294 loss_giou_aux: 3.397745 loss_class_dn: 0.381252 loss_bbox_dn: 0.112288 loss_giou_dn: 0.429220 loss_class_aux_dn: 2.048347 loss_bbox_aux_dn: 0.707730 loss_giou_aux_dn: 2.437354 loss: 16.376418 eta: 35 days, 19:05:25 batch_cost: 0.9219 data_cost: 0.0343 ips: 8.6773 images/s [07/24 05:49:52] ppdet.engine INFO: Epoch: [7] [19400/54024] learning_rate: 0.000100 loss_class: 0.701078 loss_bbox: 0.117673 loss_giou: 0.498088 loss_class_aux: 4.359488 loss_bbox_aux: 0.786427 loss_giou_aux: 3.131234 loss_class_dn: 0.340510 loss_bbox_dn: 0.107968 loss_giou_dn: 0.394453 loss_class_aux_dn: 1.858473 loss_bbox_aux_dn: 0.659912 loss_giou_aux_dn: 2.244719 loss: 15.324662 eta: 35 days, 19:02:24 batch_cost: 0.8231 data_cost: 0.0010 ips: 9.7191 images/s [07/24 05:51:24] ppdet.engine INFO: Epoch: [7] [19500/54024] learning_rate: 0.000100 loss_class: 0.717930 loss_bbox: 0.121214 loss_giou: 0.559988 loss_class_aux: 4.473552 loss_bbox_aux: 0.783483 loss_giou_aux: 3.490506 loss_class_dn: 0.373458 loss_bbox_dn: 0.116655 loss_giou_dn: 0.427614 loss_class_aux_dn: 2.002356 loss_bbox_aux_dn: 0.713128 loss_giou_aux_dn: 2.417878 loss: 16.239965 eta: 35 days, 19:00:38 batch_cost: 0.8735 data_cost: 0.0010 ips: 9.1583 images/s [07/24 05:53:28] ppdet.engine INFO: Epoch: [7] [19600/54024] learning_rate: 0.000100 loss_class: 0.739713 loss_bbox: 0.113288 loss_giou: 0.625264 loss_class_aux: 4.593784 loss_bbox_aux: 0.747526 loss_giou_aux: 3.830386 loss_class_dn: 0.368930 loss_bbox_dn: 0.104778 loss_giou_dn: 0.445165 loss_class_aux_dn: 1.966226 loss_bbox_aux_dn: 0.647454 loss_giou_aux_dn: 2.510648 loss: 16.607714 eta: 35 days, 19:06:56 batch_cost: 1.2005 data_cost: 0.0011 ips: 6.6638 images/s [07/24 05:54:53] ppdet.engine INFO: Epoch: [7] [19700/54024] learning_rate: 0.000100 loss_class: 0.720624 loss_bbox: 0.119937 loss_giou: 0.550798 loss_class_aux: 4.437327 loss_bbox_aux: 0.776978 loss_giou_aux: 3.436831 loss_class_dn: 0.374961 loss_bbox_dn: 0.112868 loss_giou_dn: 0.412746 loss_class_aux_dn: 2.023565 loss_bbox_aux_dn: 0.706641 loss_giou_aux_dn: 2.371642 loss: 16.336576 eta: 35 days, 19:03:17 batch_cost: 0.7980 data_cost: 0.0009 ips: 10.0250 images/s [07/24 05:56:22] ppdet.engine INFO: Epoch: [7] [19800/54024] learning_rate: 0.000100 loss_class: 0.729620 loss_bbox: 0.114047 loss_giou: 0.510198 loss_class_aux: 4.461682 loss_bbox_aux: 0.742717 loss_giou_aux: 3.170549 loss_class_dn: 0.364516 loss_bbox_dn: 0.113764 loss_giou_dn: 0.392161 loss_class_aux_dn: 1.923305 loss_bbox_aux_dn: 0.681213 loss_giou_aux_dn: 2.241050 loss: 15.913063 eta: 35 days, 19:00:54 batch_cost: 0.8489 data_cost: 0.0174 ips: 9.4240 images/s [07/24 05:57:48] ppdet.engine INFO: Epoch: [7] [19900/54024] learning_rate: 0.000100 loss_class: 0.706942 loss_bbox: 0.106180 loss_giou: 0.474742 loss_class_aux: 4.404071 loss_bbox_aux: 0.706117 loss_giou_aux: 3.006924 loss_class_dn: 0.349788 loss_bbox_dn: 0.101108 loss_giou_dn: 0.378379 loss_class_aux_dn: 1.877878 loss_bbox_aux_dn: 0.639742 loss_giou_aux_dn: 2.155174 loss: 15.388249 eta: 35 days, 18:57:42 batch_cost: 0.8156 data_cost: 0.0148 ips: 9.8091 images/s [07/24 05:59:16] ppdet.engine INFO: Epoch: [7] [20000/54024] learning_rate: 0.000100 loss_class: 0.710563 loss_bbox: 0.105343 loss_giou: 0.488997 loss_class_aux: 4.297543 loss_bbox_aux: 0.703532 loss_giou_aux: 3.060153 loss_class_dn: 0.332571 loss_bbox_dn: 0.101879 loss_giou_dn: 0.384020 loss_class_aux_dn: 1.811346 loss_bbox_aux_dn: 0.634762 loss_giou_aux_dn: 2.190580 loss: 14.693320 eta: 35 days, 18:54:58 batch_cost: 0.8342 data_cost: 0.0009 ips: 9.5896 images/s [07/24 06:00:48] ppdet.engine INFO: Epoch: [7] [20100/54024] learning_rate: 0.000100 loss_class: 0.683957 loss_bbox: 0.113055 loss_giou: 0.473706 loss_class_aux: 4.265780 loss_bbox_aux: 0.745554 loss_giou_aux: 2.971695 loss_class_dn: 0.346661 loss_bbox_dn: 0.111666 loss_giou_dn: 0.378039 loss_class_aux_dn: 1.857500 loss_bbox_aux_dn: 0.681504 loss_giou_aux_dn: 2.155282 loss: 14.985235 eta: 35 days, 18:53:25 batch_cost: 0.8828 data_cost: 0.0009 ips: 9.0625 images/s [07/24 06:02:12] ppdet.engine INFO: Epoch: [7] [20200/54024] learning_rate: 0.000100 loss_class: 0.697773 loss_bbox: 0.113672 loss_giou: 0.513177 loss_class_aux: 4.345474 loss_bbox_aux: 0.753919 loss_giou_aux: 3.191742 loss_class_dn: 0.354278 loss_bbox_dn: 0.108603 loss_giou_dn: 0.383346 loss_class_aux_dn: 1.887100 loss_bbox_aux_dn: 0.664621 loss_giou_aux_dn: 2.206360 loss: 15.466218 eta: 35 days, 18:49:44 batch_cost: 0.7961 data_cost: 0.0009 ips: 10.0493 images/s [07/24 06:03:53] ppdet.engine INFO: Epoch: [7] [20300/54024] learning_rate: 0.000100 loss_class: 0.737977 loss_bbox: 0.119082 loss_giou: 0.483694 loss_class_aux: 4.598974 loss_bbox_aux: 0.797371 loss_giou_aux: 2.998700 loss_class_dn: 0.354298 loss_bbox_dn: 0.114568 loss_giou_dn: 0.393521 loss_class_aux_dn: 1.954051 loss_bbox_aux_dn: 0.705763 loss_giou_aux_dn: 2.239138 loss: 16.104275 eta: 35 days, 18:50:13 batch_cost: 0.9649 data_cost: 0.0009 ips: 8.2908 images/s [07/24 06:05:31] ppdet.engine INFO: Epoch: [7] [20400/54024] learning_rate: 0.000100 loss_class: 0.680006 loss_bbox: 0.109551 loss_giou: 0.469113 loss_class_aux: 4.228862 loss_bbox_aux: 0.701547 loss_giou_aux: 2.909393 loss_class_dn: 0.335893 loss_bbox_dn: 0.106635 loss_giou_dn: 0.369349 loss_class_aux_dn: 1.820939 loss_bbox_aux_dn: 0.661559 loss_giou_aux_dn: 2.128005 loss: 15.048098 eta: 35 days, 18:49:50 batch_cost: 0.9304 data_cost: 0.1377 ips: 8.5986 images/s [07/24 06:07:04] ppdet.engine INFO: Epoch: [7] [20500/54024] learning_rate: 0.000100 loss_class: 0.716181 loss_bbox: 0.115081 loss_giou: 0.560822 loss_class_aux: 4.474540 loss_bbox_aux: 0.746742 loss_giou_aux: 3.488686 loss_class_dn: 0.360678 loss_bbox_dn: 0.109888 loss_giou_dn: 0.419674 loss_class_aux_dn: 1.950648 loss_bbox_aux_dn: 0.682496 loss_giou_aux_dn: 2.387624 loss: 16.259967 eta: 35 days, 18:48:32 batch_cost: 0.8928 data_cost: 0.0013 ips: 8.9602 images/s [07/24 06:08:39] ppdet.engine INFO: Epoch: [7] [20600/54024] learning_rate: 0.000100 loss_class: 0.723019 loss_bbox: 0.120905 loss_giou: 0.583025 loss_class_aux: 4.492640 loss_bbox_aux: 0.777393 loss_giou_aux: 3.692428 loss_class_dn: 0.372381 loss_bbox_dn: 0.104763 loss_giou_dn: 0.455053 loss_class_aux_dn: 1.970752 loss_bbox_aux_dn: 0.636177 loss_giou_aux_dn: 2.586334 loss: 16.933800 eta: 35 days, 18:47:31 batch_cost: 0.9043 data_cost: 0.0009 ips: 8.8471 images/s [07/24 06:10:08] ppdet.engine INFO: Epoch: [7] [20700/54024] learning_rate: 0.000100 loss_class: 0.684151 loss_bbox: 0.109277 loss_giou: 0.459237 loss_class_aux: 4.313610 loss_bbox_aux: 0.699813 loss_giou_aux: 2.882087 loss_class_dn: 0.340464 loss_bbox_dn: 0.102475 loss_giou_dn: 0.358183 loss_class_aux_dn: 1.827499 loss_bbox_aux_dn: 0.621752 loss_giou_aux_dn: 2.047397 loss: 14.674552 eta: 35 days, 18:44:53 batch_cost: 0.8385 data_cost: 0.0010 ips: 9.5408 images/s [07/24 06:11:39] ppdet.engine INFO: Epoch: [7] [20800/54024] learning_rate: 0.000100 loss_class: 0.743307 loss_bbox: 0.127718 loss_giou: 0.530033 loss_class_aux: 4.671174 loss_bbox_aux: 0.832633 loss_giou_aux: 3.341369 loss_class_dn: 0.369615 loss_bbox_dn: 0.118574 loss_giou_dn: 0.426698 loss_class_aux_dn: 1.999029 loss_bbox_aux_dn: 0.740730 loss_giou_aux_dn: 2.409265 loss: 16.394527 eta: 35 days, 18:43:06 batch_cost: 0.8728 data_cost: 0.0009 ips: 9.1661 images/s [07/24 06:13:05] ppdet.engine INFO: Epoch: [7] [20900/54024] learning_rate: 0.000100 loss_class: 0.683646 loss_bbox: 0.111923 loss_giou: 0.504866 loss_class_aux: 4.256111 loss_bbox_aux: 0.750998 loss_giou_aux: 3.166481 loss_class_dn: 0.348788 loss_bbox_dn: 0.108913 loss_giou_dn: 0.401946 loss_class_aux_dn: 1.853854 loss_bbox_aux_dn: 0.664325 loss_giou_aux_dn: 2.278118 loss: 15.348989 eta: 35 days, 18:39:49 batch_cost: 0.8121 data_cost: 0.0009 ips: 9.8516 images/s [07/24 06:14:52] ppdet.engine INFO: Epoch: [7] [21000/54024] learning_rate: 0.000100 loss_class: 0.698447 loss_bbox: 0.116280 loss_giou: 0.554506 loss_class_aux: 4.301863 loss_bbox_aux: 0.763616 loss_giou_aux: 3.502600 loss_class_dn: 0.360262 loss_bbox_dn: 0.108094 loss_giou_dn: 0.414052 loss_class_aux_dn: 1.935578 loss_bbox_aux_dn: 0.666112 loss_giou_aux_dn: 2.336194 loss: 15.993119 eta: 35 days, 18:41:54 batch_cost: 1.0307 data_cost: 0.0009 ips: 7.7619 images/s [07/24 06:16:21] ppdet.engine INFO: Epoch: [7] [21100/54024] learning_rate: 0.000100 loss_class: 0.727706 loss_bbox: 0.115076 loss_giou: 0.502027 loss_class_aux: 4.521900 loss_bbox_aux: 0.752536 loss_giou_aux: 3.165234 loss_class_dn: 0.352359 loss_bbox_dn: 0.110866 loss_giou_dn: 0.394412 loss_class_aux_dn: 1.929405 loss_bbox_aux_dn: 0.662882 loss_giou_aux_dn: 2.257914 loss: 15.692962 eta: 35 days, 18:39:21 batch_cost: 0.8422 data_cost: 0.0009 ips: 9.4994 images/s [07/24 06:17:50] ppdet.engine INFO: Epoch: [7] [21200/54024] learning_rate: 0.000100 loss_class: 0.687998 loss_bbox: 0.108524 loss_giou: 0.452728 loss_class_aux: 4.257957 loss_bbox_aux: 0.722811 loss_giou_aux: 2.862698 loss_class_dn: 0.327994 loss_bbox_dn: 0.106116 loss_giou_dn: 0.368630 loss_class_aux_dn: 1.796817 loss_bbox_aux_dn: 0.641537 loss_giou_aux_dn: 2.084198 loss: 14.939294 eta: 35 days, 18:36:53 batch_cost: 0.8448 data_cost: 0.0009 ips: 9.4692 images/s [07/24 06:19:23] ppdet.engine INFO: Epoch: [7] [21300/54024] learning_rate: 0.000100 loss_class: 0.721051 loss_bbox: 0.112414 loss_giou: 0.517972 loss_class_aux: 4.476302 loss_bbox_aux: 0.744706 loss_giou_aux: 3.231383 loss_class_dn: 0.349618 loss_bbox_dn: 0.113909 loss_giou_dn: 0.397878 loss_class_aux_dn: 1.898646 loss_bbox_aux_dn: 0.691311 loss_giou_aux_dn: 2.258530 loss: 15.669322 eta: 35 days, 18:35:29 batch_cost: 0.8888 data_cost: 0.0009 ips: 9.0008 images/s [07/24 06:20:50] ppdet.engine INFO: Epoch: [7] [21400/54024] learning_rate: 0.000100 loss_class: 0.760021 loss_bbox: 0.120491 loss_giou: 0.522697 loss_class_aux: 4.649679 loss_bbox_aux: 0.791687 loss_giou_aux: 3.318686 loss_class_dn: 0.379071 loss_bbox_dn: 0.112476 loss_giou_dn: 0.432252 loss_class_aux_dn: 2.037932 loss_bbox_aux_dn: 0.721786 loss_giou_aux_dn: 2.415193 loss: 17.012917 eta: 35 days, 18:32:29 batch_cost: 0.8235 data_cost: 0.0009 ips: 9.7152 images/s [07/24 06:22:29] ppdet.engine INFO: Epoch: [7] [21500/54024] learning_rate: 0.000100 loss_class: 0.685091 loss_bbox: 0.118879 loss_giou: 0.489964 loss_class_aux: 4.275214 loss_bbox_aux: 0.767306 loss_giou_aux: 3.041196 loss_class_dn: 0.341109 loss_bbox_dn: 0.109748 loss_giou_dn: 0.386635 loss_class_aux_dn: 1.844976 loss_bbox_aux_dn: 0.678240 loss_giou_aux_dn: 2.223281 loss: 15.082439 eta: 35 days, 18:32:39 batch_cost: 0.9523 data_cost: 0.0010 ips: 8.4009 images/s [07/24 06:24:07] ppdet.engine INFO: Epoch: [7] [21600/54024] learning_rate: 0.000100 loss_class: 0.713953 loss_bbox: 0.118754 loss_giou: 0.522603 loss_class_aux: 4.440942 loss_bbox_aux: 0.758123 loss_giou_aux: 3.233670 loss_class_dn: 0.355152 loss_bbox_dn: 0.102115 loss_giou_dn: 0.381581 loss_class_aux_dn: 1.939085 loss_bbox_aux_dn: 0.635659 loss_giou_aux_dn: 2.168659 loss: 15.535530 eta: 35 days, 18:32:20 batch_cost: 0.9329 data_cost: 0.0112 ips: 8.5758 images/s [07/24 06:25:37] ppdet.engine INFO: Epoch: [7] [21700/54024] learning_rate: 0.000100 loss_class: 0.698706 loss_bbox: 0.106533 loss_giou: 0.484448 loss_class_aux: 4.299729 loss_bbox_aux: 0.701538 loss_giou_aux: 3.046182 loss_class_dn: 0.344254 loss_bbox_dn: 0.107187 loss_giou_dn: 0.384533 loss_class_aux_dn: 1.854096 loss_bbox_aux_dn: 0.656230 loss_giou_aux_dn: 2.188460 loss: 15.037073 eta: 35 days, 18:30:18 batch_cost: 0.8628 data_cost: 0.0019 ips: 9.2719 images/s [07/24 06:27:10] ppdet.engine INFO: Epoch: [7] [21800/54024] learning_rate: 0.000100 loss_class: 0.700024 loss_bbox: 0.124576 loss_giou: 0.505620 loss_class_aux: 4.345985 loss_bbox_aux: 0.797409 loss_giou_aux: 3.164872 loss_class_dn: 0.360548 loss_bbox_dn: 0.113254 loss_giou_dn: 0.397790 loss_class_aux_dn: 1.959892 loss_bbox_aux_dn: 0.683276 loss_giou_aux_dn: 2.243762 loss: 16.033892 eta: 35 days, 18:28:40 batch_cost: 0.8793 data_cost: 0.0010 ips: 9.0980 images/s [07/24 06:28:34] ppdet.engine INFO: Epoch: [7] [21900/54024] learning_rate: 0.000100 loss_class: 0.699280 loss_bbox: 0.103519 loss_giou: 0.505073 loss_class_aux: 4.304271 loss_bbox_aux: 0.661559 loss_giou_aux: 3.166936 loss_class_dn: 0.334863 loss_bbox_dn: 0.097864 loss_giou_dn: 0.373430 loss_class_aux_dn: 1.824617 loss_bbox_aux_dn: 0.609711 loss_giou_aux_dn: 2.127337 loss: 15.201153 eta: 35 days, 18:25:11 batch_cost: 0.8036 data_cost: 0.0348 ips: 9.9549 images/s [07/24 06:30:12] ppdet.engine INFO: Epoch: [7] [22000/54024] learning_rate: 0.000100 loss_class: 0.709720 loss_bbox: 0.116280 loss_giou: 0.499397 loss_class_aux: 4.438754 loss_bbox_aux: 0.772214 loss_giou_aux: 3.163414 loss_class_dn: 0.354534 loss_bbox_dn: 0.110779 loss_giou_dn: 0.398150 loss_class_aux_dn: 1.900778 loss_bbox_aux_dn: 0.674945 loss_giou_aux_dn: 2.232204 loss: 15.767181 eta: 35 days, 18:24:52 batch_cost: 0.9327 data_cost: 0.0009 ips: 8.5775 images/s [07/24 06:31:38] ppdet.engine INFO: Epoch: [7] [22100/54024] learning_rate: 0.000100 loss_class: 0.624000 loss_bbox: 0.118036 loss_giou: 0.458516 loss_class_aux: 3.992498 loss_bbox_aux: 0.748168 loss_giou_aux: 2.895218 loss_class_dn: 0.314795 loss_bbox_dn: 0.111374 loss_giou_dn: 0.360428 loss_class_aux_dn: 1.697526 loss_bbox_aux_dn: 0.660298 loss_giou_aux_dn: 2.043844 loss: 13.774341 eta: 35 days, 18:21:43 batch_cost: 0.8176 data_cost: 0.0009 ips: 9.7842 images/s [07/24 06:33:07] ppdet.engine INFO: Epoch: [7] [22200/54024] learning_rate: 0.000100 loss_class: 0.682380 loss_bbox: 0.119772 loss_giou: 0.521654 loss_class_aux: 4.389428 loss_bbox_aux: 0.762907 loss_giou_aux: 3.287549 loss_class_dn: 0.351671 loss_bbox_dn: 0.113555 loss_giou_dn: 0.396470 loss_class_aux_dn: 1.916750 loss_bbox_aux_dn: 0.698346 loss_giou_aux_dn: 2.224926 loss: 15.635062 eta: 35 days, 18:19:27 batch_cost: 0.8529 data_cost: 0.0339 ips: 9.3794 images/s [07/24 06:34:37] ppdet.engine INFO: Epoch: [7] [22300/54024] learning_rate: 0.000100 loss_class: 0.715934 loss_bbox: 0.113666 loss_giou: 0.528416 loss_class_aux: 4.437535 loss_bbox_aux: 0.765635 loss_giou_aux: 3.302149 loss_class_dn: 0.357986 loss_bbox_dn: 0.110760 loss_giou_dn: 0.424996 loss_class_aux_dn: 1.921493 loss_bbox_aux_dn: 0.687484 loss_giou_aux_dn: 2.421382 loss: 16.093766 eta: 35 days, 18:17:06 batch_cost: 0.8493 data_cost: 0.0085 ips: 9.4191 images/s [07/24 06:36:02] ppdet.engine INFO: Epoch: [7] [22400/54024] learning_rate: 0.000100 loss_class: 0.710220 loss_bbox: 0.106587 loss_giou: 0.481379 loss_class_aux: 4.400958 loss_bbox_aux: 0.717623 loss_giou_aux: 2.995152 loss_class_dn: 0.347125 loss_bbox_dn: 0.104496 loss_giou_dn: 0.382200 loss_class_aux_dn: 1.850896 loss_bbox_aux_dn: 0.655434 loss_giou_aux_dn: 2.192906 loss: 15.271262 eta: 35 days, 18:13:47 batch_cost: 0.8105 data_cost: 0.0012 ips: 9.8701 images/s [07/24 06:37:41] ppdet.engine INFO: Epoch: [7] [22500/54024] learning_rate: 0.000100 loss_class: 0.700382 loss_bbox: 0.108752 loss_giou: 0.497038 loss_class_aux: 4.348791 loss_bbox_aux: 0.747923 loss_giou_aux: 3.202496 loss_class_dn: 0.359955 loss_bbox_dn: 0.110728 loss_giou_dn: 0.405019 loss_class_aux_dn: 1.908605 loss_bbox_aux_dn: 0.684652 loss_giou_aux_dn: 2.319349 loss: 16.308013 eta: 35 days, 18:13:43 batch_cost: 0.9430 data_cost: 0.0009 ips: 8.4834 images/s [07/24 06:39:09] ppdet.engine INFO: Epoch: [7] [22600/54024] learning_rate: 0.000100 loss_class: 0.701829 loss_bbox: 0.105420 loss_giou: 0.479738 loss_class_aux: 4.379893 loss_bbox_aux: 0.690049 loss_giou_aux: 2.975390 loss_class_dn: 0.346430 loss_bbox_dn: 0.105777 loss_giou_dn: 0.378210 loss_class_aux_dn: 1.889428 loss_bbox_aux_dn: 0.663801 loss_giou_aux_dn: 2.160121 loss: 14.856887 eta: 35 days, 18:11:16 batch_cost: 0.8456 data_cost: 0.0009 ips: 9.4606 images/s [07/24 06:40:44] ppdet.engine INFO: Epoch: [7] [22700/54024] learning_rate: 0.000100 loss_class: 0.708856 loss_bbox: 0.119112 loss_giou: 0.497507 loss_class_aux: 4.406496 loss_bbox_aux: 0.779595 loss_giou_aux: 3.093873 loss_class_dn: 0.333853 loss_bbox_dn: 0.113039 loss_giou_dn: 0.369858 loss_class_aux_dn: 1.823413 loss_bbox_aux_dn: 0.667388 loss_giou_aux_dn: 2.107231 loss: 14.750969 eta: 35 days, 18:10:10 batch_cost: 0.9007 data_cost: 0.0179 ips: 8.8818 images/s [07/24 06:42:17] ppdet.engine INFO: Epoch: [7] [22800/54024] learning_rate: 0.000100 loss_class: 0.696931 loss_bbox: 0.113217 loss_giou: 0.490413 loss_class_aux: 4.350979 loss_bbox_aux: 0.734913 loss_giou_aux: 3.114017 loss_class_dn: 0.353911 loss_bbox_dn: 0.110401 loss_giou_dn: 0.401642 loss_class_aux_dn: 1.893968 loss_bbox_aux_dn: 0.675313 loss_giou_aux_dn: 2.325974 loss: 15.636744 eta: 35 days, 18:08:40 batch_cost: 0.8849 data_cost: 0.0010 ips: 9.0405 images/s [07/24 06:43:46] ppdet.engine INFO: Epoch: [7] [22900/54024] learning_rate: 0.000100 loss_class: 0.710057 loss_bbox: 0.114871 loss_giou: 0.506495 loss_class_aux: 4.405552 loss_bbox_aux: 0.750304 loss_giou_aux: 3.144345 loss_class_dn: 0.363736 loss_bbox_dn: 0.111771 loss_giou_dn: 0.386503 loss_class_aux_dn: 1.905768 loss_bbox_aux_dn: 0.677009 loss_giou_aux_dn: 2.175920 loss: 15.615323 eta: 35 days, 18:06:15 batch_cost: 0.8465 data_cost: 0.0010 ips: 9.4504 images/s [07/24 06:45:18] ppdet.engine INFO: Epoch: [7] [23000/54024] learning_rate: 0.000100 loss_class: 0.713965 loss_bbox: 0.120505 loss_giou: 0.486975 loss_class_aux: 4.364913 loss_bbox_aux: 0.773285 loss_giou_aux: 3.054467 loss_class_dn: 0.342779 loss_bbox_dn: 0.114510 loss_giou_dn: 0.392209 loss_class_aux_dn: 1.874414 loss_bbox_aux_dn: 0.700829 loss_giou_aux_dn: 2.233639 loss: 14.917690 eta: 35 days, 18:04:38 batch_cost: 0.8799 data_cost: 0.0502 ips: 9.0924 images/s [07/24 06:46:46] ppdet.engine INFO: Epoch: [7] [23100/54024] learning_rate: 0.000100 loss_class: 0.695833 loss_bbox: 0.110700 loss_giou: 0.523062 loss_class_aux: 4.334794 loss_bbox_aux: 0.721194 loss_giou_aux: 3.211205 loss_class_dn: 0.345883 loss_bbox_dn: 0.098998 loss_giou_dn: 0.387132 loss_class_aux_dn: 1.867429 loss_bbox_aux_dn: 0.608133 loss_giou_aux_dn: 2.199794 loss: 15.562972 eta: 35 days, 18:01:55 batch_cost: 0.8341 data_cost: 0.0210 ips: 9.5909 images/s [07/24 06:48:25] ppdet.engine INFO: Epoch: [7] [23200/54024] learning_rate: 0.000100 loss_class: 0.712882 loss_bbox: 0.118115 loss_giou: 0.531305 loss_class_aux: 4.455659 loss_bbox_aux: 0.760672 loss_giou_aux: 3.305547 loss_class_dn: 0.359799 loss_bbox_dn: 0.121134 loss_giou_dn: 0.395660 loss_class_aux_dn: 1.914556 loss_bbox_aux_dn: 0.742176 loss_giou_aux_dn: 2.277941 loss: 15.639430 eta: 35 days, 18:01:56 batch_cost: 0.9470 data_cost: 0.0010 ips: 8.4478 images/s [07/24 06:49:50] ppdet.engine INFO: Epoch: [7] [23300/54024] learning_rate: 0.000100 loss_class: 0.746194 loss_bbox: 0.123336 loss_giou: 0.496663 loss_class_aux: 4.578693 loss_bbox_aux: 0.802231 loss_giou_aux: 3.118178 loss_class_dn: 0.355039 loss_bbox_dn: 0.115682 loss_giou_dn: 0.402975 loss_class_aux_dn: 1.913328 loss_bbox_aux_dn: 0.680748 loss_giou_aux_dn: 2.312216 loss: 16.030886 eta: 35 days, 17:58:30 batch_cost: 0.8053 data_cost: 0.0010 ips: 9.9346 images/s [07/24 06:51:32] ppdet.engine INFO: Epoch: [7] [23400/54024] learning_rate: 0.000100 loss_class: 0.692898 loss_bbox: 0.113463 loss_giou: 0.523965 loss_class_aux: 4.324411 loss_bbox_aux: 0.743382 loss_giou_aux: 3.274314 loss_class_dn: 0.360188 loss_bbox_dn: 0.107419 loss_giou_dn: 0.401835 loss_class_aux_dn: 1.929601 loss_bbox_aux_dn: 0.660496 loss_giou_aux_dn: 2.276298 loss: 15.952079 eta: 35 days, 17:59:21 batch_cost: 0.9808 data_cost: 0.0010 ips: 8.1565 images/s [07/24 06:52:58] ppdet.engine INFO: Epoch: [7] [23500/54024] learning_rate: 0.000100 loss_class: 0.711834 loss_bbox: 0.113082 loss_giou: 0.444921 loss_class_aux: 4.395810 loss_bbox_aux: 0.732212 loss_giou_aux: 2.809533 loss_class_dn: 0.338400 loss_bbox_dn: 0.114907 loss_giou_dn: 0.360449 loss_class_aux_dn: 1.809426 loss_bbox_aux_dn: 0.690301 loss_giou_aux_dn: 2.076570 loss: 15.210672 eta: 35 days, 17:56:02 batch_cost: 0.8099 data_cost: 0.0009 ips: 9.8775 images/s [07/24 06:54:25] ppdet.engine INFO: Epoch: [7] [23600/54024] learning_rate: 0.000100 loss_class: 0.697240 loss_bbox: 0.117037 loss_giou: 0.566224 loss_class_aux: 4.337643 loss_bbox_aux: 0.756640 loss_giou_aux: 3.477373 loss_class_dn: 0.361229 loss_bbox_dn: 0.104424 loss_giou_dn: 0.419770 loss_class_aux_dn: 1.936558 loss_bbox_aux_dn: 0.650655 loss_giou_aux_dn: 2.377032 loss: 15.728464 eta: 35 days, 17:53:17 batch_cost: 0.8329 data_cost: 0.0156 ips: 9.6048 images/s [07/24 06:56:08] ppdet.engine INFO: Epoch: [7] [23700/54024] learning_rate: 0.000100 loss_class: 0.741953 loss_bbox: 0.117523 loss_giou: 0.539476 loss_class_aux: 4.606399 loss_bbox_aux: 0.744934 loss_giou_aux: 3.368564 loss_class_dn: 0.356112 loss_bbox_dn: 0.109533 loss_giou_dn: 0.428759 loss_class_aux_dn: 1.920798 loss_bbox_aux_dn: 0.652258 loss_giou_aux_dn: 2.424453 loss: 15.860021 eta: 35 days, 17:54:11 batch_cost: 0.9836 data_cost: 0.0012 ips: 8.1333 images/s [07/24 06:57:48] ppdet.engine INFO: Epoch: [7] [23800/54024] learning_rate: 0.000100 loss_class: 0.697885 loss_bbox: 0.120570 loss_giou: 0.508984 loss_class_aux: 4.358290 loss_bbox_aux: 0.774161 loss_giou_aux: 3.144792 loss_class_dn: 0.351948 loss_bbox_dn: 0.102847 loss_giou_dn: 0.392789 loss_class_aux_dn: 1.903769 loss_bbox_aux_dn: 0.629034 loss_giou_aux_dn: 2.247136 loss: 15.115860 eta: 35 days, 17:54:26 batch_cost: 0.9568 data_cost: 0.0012 ips: 8.3615 images/s [07/24 06:59:21] ppdet.engine INFO: Epoch: [7] [23900/54024] learning_rate: 0.000100 loss_class: 0.705186 loss_bbox: 0.111706 loss_giou: 0.462225 loss_class_aux: 4.330711 loss_bbox_aux: 0.762533 loss_giou_aux: 2.922625 loss_class_dn: 0.354536 loss_bbox_dn: 0.112546 loss_giou_dn: 0.366000 loss_class_aux_dn: 1.881188 loss_bbox_aux_dn: 0.694475 loss_giou_aux_dn: 2.126509 loss: 15.360089 eta: 35 days, 17:52:45 batch_cost: 0.8765 data_cost: 0.0010 ips: 9.1276 images/s [07/24 07:00:50] ppdet.engine INFO: Epoch: [7] [24000/54024] learning_rate: 0.000100 loss_class: 0.688655 loss_bbox: 0.109773 loss_giou: 0.507384 loss_class_aux: 4.213753 loss_bbox_aux: 0.728480 loss_giou_aux: 3.192970 loss_class_dn: 0.346760 loss_bbox_dn: 0.107728 loss_giou_dn: 0.382504 loss_class_aux_dn: 1.890027 loss_bbox_aux_dn: 0.655973 loss_giou_aux_dn: 2.150293 loss: 15.049053 eta: 35 days, 17:50:31 batch_cost: 0.8548 data_cost: 0.0018 ips: 9.3592 images/s [07/24 07:02:26] ppdet.engine INFO: Epoch: [7] [24100/54024] learning_rate: 0.000100 loss_class: 0.726187 loss_bbox: 0.122381 loss_giou: 0.525866 loss_class_aux: 4.531407 loss_bbox_aux: 0.783344 loss_giou_aux: 3.287908 loss_class_dn: 0.363811 loss_bbox_dn: 0.107662 loss_giou_dn: 0.408326 loss_class_aux_dn: 1.959533 loss_bbox_aux_dn: 0.678888 loss_giou_aux_dn: 2.307229 loss: 15.959004 eta: 35 days, 17:49:40 batch_cost: 0.9112 data_cost: 0.0017 ips: 8.7793 images/s [07/24 07:03:56] ppdet.engine INFO: Epoch: [7] [24200/54024] learning_rate: 0.000100 loss_class: 0.680413 loss_bbox: 0.113481 loss_giou: 0.474390 loss_class_aux: 4.223766 loss_bbox_aux: 0.761165 loss_giou_aux: 2.977497 loss_class_dn: 0.335528 loss_bbox_dn: 0.104825 loss_giou_dn: 0.386164 loss_class_aux_dn: 1.792481 loss_bbox_aux_dn: 0.645079 loss_giou_aux_dn: 2.205371 loss: 14.807142 eta: 35 days, 17:47:32 batch_cost: 0.8585 data_cost: 0.0010 ips: 9.3189 images/s [07/24 07:05:30] ppdet.engine INFO: Epoch: [7] [24300/54024] learning_rate: 0.000100 loss_class: 0.725433 loss_bbox: 0.111345 loss_giou: 0.496199 loss_class_aux: 4.531099 loss_bbox_aux: 0.752456 loss_giou_aux: 3.102470 loss_class_dn: 0.360439 loss_bbox_dn: 0.115274 loss_giou_dn: 0.384810 loss_class_aux_dn: 1.936187 loss_bbox_aux_dn: 0.690117 loss_giou_aux_dn: 2.195583 loss: 15.834100 eta: 35 days, 17:46:07 batch_cost: 0.8879 data_cost: 0.0010 ips: 9.0099 images/s [07/24 07:06:55] ppdet.engine INFO: Epoch: [7] [24400/54024] learning_rate: 0.000100 loss_class: 0.704754 loss_bbox: 0.111563 loss_giou: 0.504751 loss_class_aux: 4.362095 loss_bbox_aux: 0.722922 loss_giou_aux: 3.116408 loss_class_dn: 0.346756 loss_bbox_dn: 0.103639 loss_giou_dn: 0.386602 loss_class_aux_dn: 1.868503 loss_bbox_aux_dn: 0.642470 loss_giou_aux_dn: 2.172179 loss: 15.362345 eta: 35 days, 17:42:50 batch_cost: 0.8106 data_cost: 0.0010 ips: 9.8690 images/s [07/24 07:08:32] ppdet.engine INFO: Epoch: [7] [24500/54024] learning_rate: 0.000100 loss_class: 0.778305 loss_bbox: 0.120001 loss_giou: 0.512103 loss_class_aux: 4.835158 loss_bbox_aux: 0.798996 loss_giou_aux: 3.202281 loss_class_dn: 0.380913 loss_bbox_dn: 0.118290 loss_giou_dn: 0.412171 loss_class_aux_dn: 2.060787 loss_bbox_aux_dn: 0.723214 loss_giou_aux_dn: 2.358981 loss: 16.426082 eta: 35 days, 17:42:13 batch_cost: 0.9206 data_cost: 0.0010 ips: 8.6897 images/s [07/24 07:10:11] ppdet.engine INFO: Epoch: [7] [24600/54024] learning_rate: 0.000100 loss_class: 0.741490 loss_bbox: 0.119476 loss_giou: 0.567433 loss_class_aux: 4.541828 loss_bbox_aux: 0.789703 loss_giou_aux: 3.524212 loss_class_dn: 0.375943 loss_bbox_dn: 0.108909 loss_giou_dn: 0.430181 loss_class_aux_dn: 2.006308 loss_bbox_aux_dn: 0.686338 loss_giou_aux_dn: 2.443439 loss: 16.335765 eta: 35 days, 17:42:11 batch_cost: 0.9456 data_cost: 0.1270 ips: 8.4599 images/s [07/24 07:11:42] ppdet.engine INFO: Epoch: [7] [24700/54024] learning_rate: 0.000100 loss_class: 0.708373 loss_bbox: 0.120839 loss_giou: 0.548702 loss_class_aux: 4.383959 loss_bbox_aux: 0.778751 loss_giou_aux: 3.422592 loss_class_dn: 0.369179 loss_bbox_dn: 0.113744 loss_giou_dn: 0.442271 loss_class_aux_dn: 1.975692 loss_bbox_aux_dn: 0.683235 loss_giou_aux_dn: 2.487260 loss: 16.342194 eta: 35 days, 17:40:20 batch_cost: 0.8696 data_cost: 0.0010 ips: 9.2000 images/s [07/24 07:13:16] ppdet.engine INFO: Epoch: [7] [24800/54024] learning_rate: 0.000100 loss_class: 0.716521 loss_bbox: 0.117212 loss_giou: 0.528173 loss_class_aux: 4.535402 loss_bbox_aux: 0.740478 loss_giou_aux: 3.224384 loss_class_dn: 0.353264 loss_bbox_dn: 0.105723 loss_giou_dn: 0.402242 loss_class_aux_dn: 1.901285 loss_bbox_aux_dn: 0.638170 loss_giou_aux_dn: 2.288180 loss: 15.483438 eta: 35 days, 17:39:08 batch_cost: 0.8969 data_cost: 0.0181 ips: 8.9198 images/s [07/24 07:15:01] ppdet.engine INFO: Epoch: [7] [24900/54024] learning_rate: 0.000100 loss_class: 0.740881 loss_bbox: 0.115407 loss_giou: 0.502308 loss_class_aux: 4.550384 loss_bbox_aux: 0.760666 loss_giou_aux: 3.173109 loss_class_dn: 0.354502 loss_bbox_dn: 0.110680 loss_giou_dn: 0.391806 loss_class_aux_dn: 1.901977 loss_bbox_aux_dn: 0.683400 loss_giou_aux_dn: 2.213673 loss: 16.209071 eta: 35 days, 17:40:30 batch_cost: 1.0039 data_cost: 0.1532 ips: 7.9688 images/s [07/24 07:16:47] ppdet.engine INFO: Epoch: [7] [25000/54024] learning_rate: 0.000100 loss_class: 0.708435 loss_bbox: 0.122428 loss_giou: 0.498062 loss_class_aux: 4.424848 loss_bbox_aux: 0.799143 loss_giou_aux: 3.083518 loss_class_dn: 0.350148 loss_bbox_dn: 0.115630 loss_giou_dn: 0.400762 loss_class_aux_dn: 1.883004 loss_bbox_aux_dn: 0.694187 loss_giou_aux_dn: 2.257471 loss: 15.832841 eta: 35 days, 17:42:08 batch_cost: 1.0142 data_cost: 0.0010 ips: 7.8878 images/s [07/24 07:18:17] ppdet.engine INFO: Epoch: [7] [25100/54024] learning_rate: 0.000100 loss_class: 0.701973 loss_bbox: 0.116888 loss_giou: 0.473268 loss_class_aux: 4.333565 loss_bbox_aux: 0.739890 loss_giou_aux: 3.033620 loss_class_dn: 0.353287 loss_bbox_dn: 0.113043 loss_giou_dn: 0.398726 loss_class_aux_dn: 1.883487 loss_bbox_aux_dn: 0.662984 loss_giou_aux_dn: 2.248197 loss: 15.544255 eta: 35 days, 17:40:01 batch_cost: 0.8595 data_cost: 0.0009 ips: 9.3083 images/s [07/24 07:19:51] ppdet.engine INFO: Epoch: [7] [25200/54024] learning_rate: 0.000100 loss_class: 0.708883 loss_bbox: 0.119607 loss_giou: 0.513024 loss_class_aux: 4.411308 loss_bbox_aux: 0.782607 loss_giou_aux: 3.177081 loss_class_dn: 0.352824 loss_bbox_dn: 0.115475 loss_giou_dn: 0.391311 loss_class_aux_dn: 1.926961 loss_bbox_aux_dn: 0.701551 loss_giou_aux_dn: 2.207845 loss: 15.716672 eta: 35 days, 17:38:44 batch_cost: 0.8936 data_cost: 0.0342 ips: 8.9522 images/s [07/24 07:21:25] ppdet.engine INFO: Epoch: [7] [25300/54024] learning_rate: 0.000100 loss_class: 0.707468 loss_bbox: 0.114461 loss_giou: 0.503886 loss_class_aux: 4.330491 loss_bbox_aux: 0.727843 loss_giou_aux: 3.185754 loss_class_dn: 0.355217 loss_bbox_dn: 0.106139 loss_giou_dn: 0.385619 loss_class_aux_dn: 1.925392 loss_bbox_aux_dn: 0.672581 loss_giou_aux_dn: 2.192211 loss: 15.341413 eta: 35 days, 17:37:37 batch_cost: 0.9002 data_cost: 0.0009 ips: 8.8868 images/s [07/24 07:22:50] ppdet.engine INFO: Epoch: [7] [25400/54024] learning_rate: 0.000100 loss_class: 0.694569 loss_bbox: 0.114258 loss_giou: 0.478721 loss_class_aux: 4.369101 loss_bbox_aux: 0.726972 loss_giou_aux: 3.046429 loss_class_dn: 0.339367 loss_bbox_dn: 0.104395 loss_giou_dn: 0.383679 loss_class_aux_dn: 1.847480 loss_bbox_aux_dn: 0.646484 loss_giou_aux_dn: 2.205476 loss: 15.164113 eta: 35 days, 17:34:01 batch_cost: 0.7976 data_cost: 0.0010 ips: 10.0303 images/s [07/24 07:24:17] ppdet.engine INFO: Epoch: [7] [25500/54024] learning_rate: 0.000100 loss_class: 0.701630 loss_bbox: 0.116316 loss_giou: 0.474439 loss_class_aux: 4.439523 loss_bbox_aux: 0.758281 loss_giou_aux: 2.971005 loss_class_dn: 0.343178 loss_bbox_dn: 0.116761 loss_giou_dn: 0.380558 loss_class_aux_dn: 1.872902 loss_bbox_aux_dn: 0.701429 loss_giou_aux_dn: 2.170803 loss: 15.121887 eta: 35 days, 17:31:15 batch_cost: 0.8313 data_cost: 0.0009 ips: 9.6231 images/s [07/24 07:25:51] ppdet.engine INFO: Epoch: [7] [25600/54024] learning_rate: 0.000100 loss_class: 0.735637 loss_bbox: 0.120419 loss_giou: 0.502570 loss_class_aux: 4.624799 loss_bbox_aux: 0.783885 loss_giou_aux: 3.139253 loss_class_dn: 0.364042 loss_bbox_dn: 0.120249 loss_giou_dn: 0.395892 loss_class_aux_dn: 1.979627 loss_bbox_aux_dn: 0.760461 loss_giou_aux_dn: 2.243528 loss: 15.830954 eta: 35 days, 17:29:57 batch_cost: 0.8935 data_cost: 0.0011 ips: 8.9540 images/s [07/24 07:27:35] ppdet.engine INFO: Epoch: [7] [25700/54024] learning_rate: 0.000100 loss_class: 0.692623 loss_bbox: 0.104151 loss_giou: 0.490856 loss_class_aux: 4.305996 loss_bbox_aux: 0.691644 loss_giou_aux: 3.095333 loss_class_dn: 0.325817 loss_bbox_dn: 0.096366 loss_giou_dn: 0.372477 loss_class_aux_dn: 1.757877 loss_bbox_aux_dn: 0.605741 loss_giou_aux_dn: 2.112131 loss: 14.328933 eta: 35 days, 17:31:09 batch_cost: 0.9967 data_cost: 0.0209 ips: 8.0268 images/s [07/24 07:29:11] ppdet.engine INFO: Epoch: [7] [25800/54024] learning_rate: 0.000100 loss_class: 0.676959 loss_bbox: 0.105588 loss_giou: 0.495355 loss_class_aux: 4.220348 loss_bbox_aux: 0.690558 loss_giou_aux: 3.095278 loss_class_dn: 0.349070 loss_bbox_dn: 0.098752 loss_giou_dn: 0.391532 loss_class_aux_dn: 1.856844 loss_bbox_aux_dn: 0.601018 loss_giou_aux_dn: 2.228890 loss: 15.161895 eta: 35 days, 17:30:25 batch_cost: 0.9168 data_cost: 0.0933 ips: 8.7261 images/s [07/24 07:30:35] ppdet.engine INFO: Epoch: [7] [25900/54024] learning_rate: 0.000100 loss_class: 0.691478 loss_bbox: 0.122027 loss_giou: 0.506816 loss_class_aux: 4.293235 loss_bbox_aux: 0.775504 loss_giou_aux: 3.161123 loss_class_dn: 0.337543 loss_bbox_dn: 0.107536 loss_giou_dn: 0.391980 loss_class_aux_dn: 1.822976 loss_bbox_aux_dn: 0.671148 loss_giou_aux_dn: 2.208080 loss: 14.946845 eta: 35 days, 17:26:53 batch_cost: 0.7998 data_cost: 0.0009 ips: 10.0026 images/s [07/24 07:32:34] ppdet.engine INFO: Epoch: [7] [26000/54024] learning_rate: 0.000100 loss_class: 0.692422 loss_bbox: 0.105501 loss_giou: 0.544232 loss_class_aux: 4.296821 loss_bbox_aux: 0.689208 loss_giou_aux: 3.310692 loss_class_dn: 0.357398 loss_bbox_dn: 0.098610 loss_giou_dn: 0.414794 loss_class_aux_dn: 1.916744 loss_bbox_aux_dn: 0.611522 loss_giou_aux_dn: 2.324274 loss: 15.785985 eta: 35 days, 17:31:28 batch_cost: 1.1382 data_cost: 0.0816 ips: 7.0284 images/s [07/24 07:34:18] ppdet.engine INFO: Epoch: [7] [26100/54024] learning_rate: 0.000100 loss_class: 0.707629 loss_bbox: 0.111144 loss_giou: 0.510338 loss_class_aux: 4.508033 loss_bbox_aux: 0.743387 loss_giou_aux: 3.198600 loss_class_dn: 0.339439 loss_bbox_dn: 0.111422 loss_giou_dn: 0.397874 loss_class_aux_dn: 1.861443 loss_bbox_aux_dn: 0.668102 loss_giou_aux_dn: 2.240489 loss: 15.351019 eta: 35 days, 17:32:47 batch_cost: 1.0019 data_cost: 0.0696 ips: 7.9847 images/s [07/24 07:36:02] ppdet.engine INFO: Epoch: [7] [26200/54024] learning_rate: 0.000100 loss_class: 0.714809 loss_bbox: 0.127535 loss_giou: 0.568054 loss_class_aux: 4.406841 loss_bbox_aux: 0.843340 loss_giou_aux: 3.528452 loss_class_dn: 0.378820 loss_bbox_dn: 0.119403 loss_giou_dn: 0.416494 loss_class_aux_dn: 2.010034 loss_bbox_aux_dn: 0.736955 loss_giou_aux_dn: 2.352847 loss: 17.037667 eta: 35 days, 17:33:56 batch_cost: 0.9954 data_cost: 0.0621 ips: 8.0373 images/s [07/24 07:37:30] ppdet.engine INFO: Epoch: [7] [26300/54024] learning_rate: 0.000100 loss_class: 0.689758 loss_bbox: 0.116448 loss_giou: 0.525720 loss_class_aux: 4.258364 loss_bbox_aux: 0.753277 loss_giou_aux: 3.243508 loss_class_dn: 0.343217 loss_bbox_dn: 0.112385 loss_giou_dn: 0.407912 loss_class_aux_dn: 1.876493 loss_bbox_aux_dn: 0.667171 loss_giou_aux_dn: 2.294200 loss: 15.615119 eta: 35 days, 17:31:14 batch_cost: 0.8341 data_cost: 0.0010 ips: 9.5908 images/s [07/24 07:39:25] ppdet.engine INFO: Epoch: [7] [26400/54024] learning_rate: 0.000100 loss_class: 0.678079 loss_bbox: 0.113958 loss_giou: 0.474804 loss_class_aux: 4.222113 loss_bbox_aux: 0.750300 loss_giou_aux: 2.933455 loss_class_dn: 0.331598 loss_bbox_dn: 0.107107 loss_giou_dn: 0.370941 loss_class_aux_dn: 1.809777 loss_bbox_aux_dn: 0.670821 loss_giou_aux_dn: 2.166555 loss: 15.130273 eta: 35 days, 17:35:05 batch_cost: 1.1086 data_cost: 0.0010 ips: 7.2164 images/s [07/24 07:41:03] ppdet.engine INFO: Epoch: [7] [26500/54024] learning_rate: 0.000100 loss_class: 0.747348 loss_bbox: 0.120485 loss_giou: 0.513503 loss_class_aux: 4.542933 loss_bbox_aux: 0.804095 loss_giou_aux: 3.239696 loss_class_dn: 0.373833 loss_bbox_dn: 0.129717 loss_giou_dn: 0.411751 loss_class_aux_dn: 1.989589 loss_bbox_aux_dn: 0.774377 loss_giou_aux_dn: 2.359938 loss: 16.223302 eta: 35 days, 17:34:54 batch_cost: 0.9398 data_cost: 0.0011 ips: 8.5127 images/s [07/24 07:42:37] ppdet.engine INFO: Epoch: [7] [26600/54024] learning_rate: 0.000100 loss_class: 0.691087 loss_bbox: 0.115986 loss_giou: 0.499441 loss_class_aux: 4.346238 loss_bbox_aux: 0.752817 loss_giou_aux: 3.145218 loss_class_dn: 0.359218 loss_bbox_dn: 0.111100 loss_giou_dn: 0.392578 loss_class_aux_dn: 1.922642 loss_bbox_aux_dn: 0.679402 loss_giou_aux_dn: 2.229575 loss: 15.713002 eta: 35 days, 17:33:37 batch_cost: 0.8941 data_cost: 0.0973 ips: 8.9480 images/s [07/24 07:44:09] ppdet.engine INFO: Epoch: [7] [26700/54024] learning_rate: 0.000100 loss_class: 0.730390 loss_bbox: 0.116816 loss_giou: 0.501466 loss_class_aux: 4.581644 loss_bbox_aux: 0.768691 loss_giou_aux: 3.221366 loss_class_dn: 0.356831 loss_bbox_dn: 0.108275 loss_giou_dn: 0.388217 loss_class_aux_dn: 1.954386 loss_bbox_aux_dn: 0.644449 loss_giou_aux_dn: 2.214884 loss: 15.969451 eta: 35 days, 17:31:56 batch_cost: 0.8773 data_cost: 0.0107 ips: 9.1189 images/s [07/24 07:45:46] ppdet.engine INFO: Epoch: [7] [26800/54024] learning_rate: 0.000100 loss_class: 0.742364 loss_bbox: 0.115926 loss_giou: 0.504835 loss_class_aux: 4.532751 loss_bbox_aux: 0.778740 loss_giou_aux: 3.163705 loss_class_dn: 0.356784 loss_bbox_dn: 0.110406 loss_giou_dn: 0.407600 loss_class_aux_dn: 1.930368 loss_bbox_aux_dn: 0.703787 loss_giou_aux_dn: 2.315296 loss: 16.047550 eta: 35 days, 17:31:18 batch_cost: 0.9208 data_cost: 0.0009 ips: 8.6880 images/s [07/24 07:47:10] ppdet.engine INFO: Epoch: [7] [26900/54024] learning_rate: 0.000100 loss_class: 0.704937 loss_bbox: 0.123425 loss_giou: 0.553963 loss_class_aux: 4.345324 loss_bbox_aux: 0.797021 loss_giou_aux: 3.459837 loss_class_dn: 0.363649 loss_bbox_dn: 0.116291 loss_giou_dn: 0.409940 loss_class_aux_dn: 1.935404 loss_bbox_aux_dn: 0.691612 loss_giou_aux_dn: 2.336718 loss: 16.128424 eta: 35 days, 17:27:41 batch_cost: 0.7963 data_cost: 0.0013 ips: 10.0461 images/s [07/24 07:48:40] ppdet.engine INFO: Epoch: [7] [27000/54024] learning_rate: 0.000100 loss_class: 0.741744 loss_bbox: 0.117709 loss_giou: 0.530437 loss_class_aux: 4.526968 loss_bbox_aux: 0.769604 loss_giou_aux: 3.291511 loss_class_dn: 0.365822 loss_bbox_dn: 0.108883 loss_giou_dn: 0.408207 loss_class_aux_dn: 1.930560 loss_bbox_aux_dn: 0.674580 loss_giou_aux_dn: 2.310206 loss: 15.703892 eta: 35 days, 17:25:27 batch_cost: 0.8544 data_cost: 0.0010 ips: 9.3637 images/s [07/24 07:50:05] ppdet.engine INFO: Epoch: [7] [27100/54024] learning_rate: 0.000100 loss_class: 0.721785 loss_bbox: 0.117921 loss_giou: 0.493198 loss_class_aux: 4.463151 loss_bbox_aux: 0.768302 loss_giou_aux: 3.116816 loss_class_dn: 0.354043 loss_bbox_dn: 0.117509 loss_giou_dn: 0.402722 loss_class_aux_dn: 1.903051 loss_bbox_aux_dn: 0.701660 loss_giou_aux_dn: 2.249894 loss: 15.863129 eta: 35 days, 17:22:04 batch_cost: 0.8056 data_cost: 0.0010 ips: 9.9299 images/s [07/24 07:51:58] ppdet.engine INFO: Epoch: [7] [27200/54024] learning_rate: 0.000100 loss_class: 0.727197 loss_bbox: 0.114252 loss_giou: 0.541127 loss_class_aux: 4.512430 loss_bbox_aux: 0.748160 loss_giou_aux: 3.415155 loss_class_dn: 0.363970 loss_bbox_dn: 0.110961 loss_giou_dn: 0.428676 loss_class_aux_dn: 1.944697 loss_bbox_aux_dn: 0.677360 loss_giou_aux_dn: 2.423842 loss: 16.608910 eta: 35 days, 17:25:21 batch_cost: 1.0851 data_cost: 0.0158 ips: 7.3725 images/s [07/24 07:53:28] ppdet.engine INFO: Epoch: [7] [27300/54024] learning_rate: 0.000100 loss_class: 0.696370 loss_bbox: 0.110742 loss_giou: 0.541397 loss_class_aux: 4.354344 loss_bbox_aux: 0.733628 loss_giou_aux: 3.420457 loss_class_dn: 0.353599 loss_bbox_dn: 0.108074 loss_giou_dn: 0.410649 loss_class_aux_dn: 1.878838 loss_bbox_aux_dn: 0.684914 loss_giou_aux_dn: 2.358936 loss: 15.375079 eta: 35 days, 17:23:04 batch_cost: 0.8522 data_cost: 0.0011 ips: 9.3871 images/s [07/24 07:55:03] ppdet.engine INFO: Epoch: [7] [27400/54024] learning_rate: 0.000100 loss_class: 0.733798 loss_bbox: 0.118455 loss_giou: 0.492797 loss_class_aux: 4.495857 loss_bbox_aux: 0.759396 loss_giou_aux: 3.065994 loss_class_dn: 0.359539 loss_bbox_dn: 0.112587 loss_giou_dn: 0.378495 loss_class_aux_dn: 1.948595 loss_bbox_aux_dn: 0.656765 loss_giou_aux_dn: 2.205423 loss: 15.817579 eta: 35 days, 17:22:14 batch_cost: 0.9132 data_cost: 0.0010 ips: 8.7600 images/s [07/24 07:56:32] ppdet.engine INFO: Epoch: [7] [27500/54024] learning_rate: 0.000100 loss_class: 0.664796 loss_bbox: 0.112048 loss_giou: 0.536359 loss_class_aux: 4.219396 loss_bbox_aux: 0.741738 loss_giou_aux: 3.352919 loss_class_dn: 0.357144 loss_bbox_dn: 0.100520 loss_giou_dn: 0.402608 loss_class_aux_dn: 1.927496 loss_bbox_aux_dn: 0.622484 loss_giou_aux_dn: 2.309333 loss: 15.556427 eta: 35 days, 17:19:39 batch_cost: 0.8393 data_cost: 0.0010 ips: 9.5318 images/s [07/24 07:57:57] ppdet.engine INFO: Epoch: [7] [27600/54024] learning_rate: 0.000100 loss_class: 0.726877 loss_bbox: 0.116200 loss_giou: 0.505057 loss_class_aux: 4.513847 loss_bbox_aux: 0.764909 loss_giou_aux: 3.139559 loss_class_dn: 0.356355 loss_bbox_dn: 0.107929 loss_giou_dn: 0.396866 loss_class_aux_dn: 1.946894 loss_bbox_aux_dn: 0.648173 loss_giou_aux_dn: 2.290624 loss: 15.612736 eta: 35 days, 17:16:21 batch_cost: 0.8095 data_cost: 0.0013 ips: 9.8831 images/s [07/24 07:59:20] ppdet.engine INFO: Epoch: [7] [27700/54024] learning_rate: 0.000100 loss_class: 0.653781 loss_bbox: 0.105417 loss_giou: 0.470217 loss_class_aux: 4.032846 loss_bbox_aux: 0.704346 loss_giou_aux: 2.934345 loss_class_dn: 0.328825 loss_bbox_dn: 0.105268 loss_giou_dn: 0.368238 loss_class_aux_dn: 1.783817 loss_bbox_aux_dn: 0.657206 loss_giou_aux_dn: 2.118082 loss: 14.648276 eta: 35 days, 17:12:33 batch_cost: 0.7880 data_cost: 0.0010 ips: 10.1526 images/s [07/24 08:00:49] ppdet.engine INFO: Epoch: [7] [27800/54024] learning_rate: 0.000100 loss_class: 0.674913 loss_bbox: 0.112239 loss_giou: 0.491937 loss_class_aux: 4.172973 loss_bbox_aux: 0.733249 loss_giou_aux: 3.102885 loss_class_dn: 0.332437 loss_bbox_dn: 0.111429 loss_giou_dn: 0.382543 loss_class_aux_dn: 1.764199 loss_bbox_aux_dn: 0.687884 loss_giou_aux_dn: 2.176208 loss: 14.666049 eta: 35 days, 17:09:59 batch_cost: 0.8399 data_cost: 0.0010 ips: 9.5246 images/s [07/24 08:02:35] ppdet.engine INFO: Epoch: [7] [27900/54024] learning_rate: 0.000100 loss_class: 0.706971 loss_bbox: 0.123060 loss_giou: 0.521344 loss_class_aux: 4.480982 loss_bbox_aux: 0.818769 loss_giou_aux: 3.300288 loss_class_dn: 0.368830 loss_bbox_dn: 0.112366 loss_giou_dn: 0.424329 loss_class_aux_dn: 1.990699 loss_bbox_aux_dn: 0.668994 loss_giou_aux_dn: 2.448146 loss: 16.733465 eta: 35 days, 17:11:42 batch_cost: 1.0198 data_cost: 0.0144 ips: 7.8445 images/s [07/24 08:04:16] ppdet.engine INFO: Epoch: [7] [28000/54024] learning_rate: 0.000100 loss_class: 0.724934 loss_bbox: 0.116954 loss_giou: 0.521913 loss_class_aux: 4.490002 loss_bbox_aux: 0.758279 loss_giou_aux: 3.277379 loss_class_dn: 0.356344 loss_bbox_dn: 0.113661 loss_giou_dn: 0.387675 loss_class_aux_dn: 1.926969 loss_bbox_aux_dn: 0.718253 loss_giou_aux_dn: 2.198444 loss: 15.501745 eta: 35 days, 17:11:56 batch_cost: 0.9579 data_cost: 0.1318 ips: 8.3512 images/s [07/24 08:05:44] ppdet.engine INFO: Epoch: [7] [28100/54024] learning_rate: 0.000100 loss_class: 0.735333 loss_bbox: 0.115269 loss_giou: 0.487309 loss_class_aux: 4.528676 loss_bbox_aux: 0.769103 loss_giou_aux: 3.013036 loss_class_dn: 0.350827 loss_bbox_dn: 0.099791 loss_giou_dn: 0.391298 loss_class_aux_dn: 1.873789 loss_bbox_aux_dn: 0.628665 loss_giou_aux_dn: 2.235917 loss: 15.687857 eta: 35 days, 17:09:20 batch_cost: 0.8386 data_cost: 0.0127 ips: 9.5394 images/s [07/24 08:07:28] ppdet.engine INFO: Epoch: [7] [28200/54024] learning_rate: 0.000100 loss_class: 0.714969 loss_bbox: 0.117505 loss_giou: 0.476079 loss_class_aux: 4.492049 loss_bbox_aux: 0.771206 loss_giou_aux: 3.014698 loss_class_dn: 0.350501 loss_bbox_dn: 0.111850 loss_giou_dn: 0.384718 loss_class_aux_dn: 1.915747 loss_bbox_aux_dn: 0.676687 loss_giou_aux_dn: 2.224641 loss: 15.612309 eta: 35 days, 17:10:25 batch_cost: 0.9933 data_cost: 0.0342 ips: 8.0536 images/s [07/24 08:08:56] ppdet.engine INFO: Epoch: [7] [28300/54024] learning_rate: 0.000100 loss_class: 0.725568 loss_bbox: 0.113470 loss_giou: 0.487636 loss_class_aux: 4.545243 loss_bbox_aux: 0.744658 loss_giou_aux: 3.055095 loss_class_dn: 0.356139 loss_bbox_dn: 0.100705 loss_giou_dn: 0.378041 loss_class_aux_dn: 1.929385 loss_bbox_aux_dn: 0.642107 loss_giou_aux_dn: 2.171829 loss: 15.172948 eta: 35 days, 17:07:38 batch_cost: 0.8312 data_cost: 0.0010 ips: 9.6243 images/s [07/24 08:10:26] ppdet.engine INFO: Epoch: [7] [28400/54024] learning_rate: 0.000100 loss_class: 0.697534 loss_bbox: 0.117872 loss_giou: 0.465200 loss_class_aux: 4.364847 loss_bbox_aux: 0.783430 loss_giou_aux: 2.967691 loss_class_dn: 0.346476 loss_bbox_dn: 0.107394 loss_giou_dn: 0.370848 loss_class_aux_dn: 1.871699 loss_bbox_aux_dn: 0.671887 loss_giou_aux_dn: 2.145983 loss: 15.123104 eta: 35 days, 17:05:24 batch_cost: 0.8534 data_cost: 0.0222 ips: 9.3743 images/s [07/24 08:12:10] ppdet.engine INFO: Epoch: [7] [28500/54024] learning_rate: 0.000100 loss_class: 0.686823 loss_bbox: 0.119525 loss_giou: 0.508106 loss_class_aux: 4.228718 loss_bbox_aux: 0.792380 loss_giou_aux: 3.234985 loss_class_dn: 0.342972 loss_bbox_dn: 0.110226 loss_giou_dn: 0.397851 loss_class_aux_dn: 1.846786 loss_bbox_aux_dn: 0.671558 loss_giou_aux_dn: 2.262388 loss: 15.477767 eta: 35 days, 17:06:35 batch_cost: 0.9984 data_cost: 0.0011 ips: 8.0124 images/s [07/24 08:13:35] ppdet.engine INFO: Epoch: [7] [28600/54024] learning_rate: 0.000100 loss_class: 0.710959 loss_bbox: 0.117528 loss_giou: 0.541746 loss_class_aux: 4.424896 loss_bbox_aux: 0.754794 loss_giou_aux: 3.375603 loss_class_dn: 0.344153 loss_bbox_dn: 0.107582 loss_giou_dn: 0.391124 loss_class_aux_dn: 1.873396 loss_bbox_aux_dn: 0.665155 loss_giou_aux_dn: 2.193725 loss: 15.530218 eta: 35 days, 17:03:07 batch_cost: 0.8015 data_cost: 0.0193 ips: 9.9816 images/s [07/24 08:15:10] ppdet.engine INFO: Epoch: [7] [28700/54024] learning_rate: 0.000100 loss_class: 0.726992 loss_bbox: 0.117411 loss_giou: 0.484150 loss_class_aux: 4.539819 loss_bbox_aux: 0.782549 loss_giou_aux: 3.090186 loss_class_dn: 0.355426 loss_bbox_dn: 0.110728 loss_giou_dn: 0.391127 loss_class_aux_dn: 1.891895 loss_bbox_aux_dn: 0.672448 loss_giou_aux_dn: 2.201510 loss: 15.756663 eta: 35 days, 17:02:17 batch_cost: 0.9131 data_cost: 0.0010 ips: 8.7609 images/s [07/24 08:16:44] ppdet.engine INFO: Epoch: [7] [28800/54024] learning_rate: 0.000100 loss_class: 0.700316 loss_bbox: 0.117401 loss_giou: 0.534533 loss_class_aux: 4.417883 loss_bbox_aux: 0.756555 loss_giou_aux: 3.348857 loss_class_dn: 0.352964 loss_bbox_dn: 0.118267 loss_giou_dn: 0.398819 loss_class_aux_dn: 1.913679 loss_bbox_aux_dn: 0.710333 loss_giou_aux_dn: 2.286354 loss: 15.640721 eta: 35 days, 17:00:42 batch_cost: 0.8815 data_cost: 0.0232 ips: 9.0756 images/s [07/24 08:18:14] ppdet.engine INFO: Epoch: [7] [28900/54024] learning_rate: 0.000100 loss_class: 0.694384 loss_bbox: 0.111959 loss_giou: 0.521940 loss_class_aux: 4.243502 loss_bbox_aux: 0.732728 loss_giou_aux: 3.217106 loss_class_dn: 0.340403 loss_bbox_dn: 0.105546 loss_giou_dn: 0.394887 loss_class_aux_dn: 1.841164 loss_bbox_aux_dn: 0.654303 loss_giou_aux_dn: 2.220350 loss: 15.324440 eta: 35 days, 16:58:40 batch_cost: 0.8621 data_cost: 0.0022 ips: 9.2793 images/s [07/24 08:19:45] ppdet.engine INFO: Epoch: [7] [29000/54024] learning_rate: 0.000100 loss_class: 0.690607 loss_bbox: 0.118771 loss_giou: 0.482993 loss_class_aux: 4.214571 loss_bbox_aux: 0.776479 loss_giou_aux: 3.061922 loss_class_dn: 0.350780 loss_bbox_dn: 0.112606 loss_giou_dn: 0.372199 loss_class_aux_dn: 1.888148 loss_bbox_aux_dn: 0.678193 loss_giou_aux_dn: 2.134422 loss: 15.265903 eta: 35 days, 16:56:27 batch_cost: 0.8548 data_cost: 0.0634 ips: 9.3584 images/s [07/24 08:21:41] ppdet.engine INFO: Epoch: [7] [29100/54024] learning_rate: 0.000100 loss_class: 0.672276 loss_bbox: 0.104288 loss_giou: 0.568776 loss_class_aux: 4.191702 loss_bbox_aux: 0.679773 loss_giou_aux: 3.520812 loss_class_dn: 0.350060 loss_bbox_dn: 0.099768 loss_giou_dn: 0.411526 loss_class_aux_dn: 1.908446 loss_bbox_aux_dn: 0.621563 loss_giou_aux_dn: 2.313344 loss: 15.378158 eta: 35 days, 17:00:22 batch_cost: 1.1138 data_cost: 0.0293 ips: 7.1829 images/s [07/24 08:23:16] ppdet.engine INFO: Epoch: [7] [29200/54024] learning_rate: 0.000100 loss_class: 0.755335 loss_bbox: 0.118352 loss_giou: 0.546035 loss_class_aux: 4.702803 loss_bbox_aux: 0.765373 loss_giou_aux: 3.418285 loss_class_dn: 0.382288 loss_bbox_dn: 0.110560 loss_giou_dn: 0.432490 loss_class_aux_dn: 2.031864 loss_bbox_aux_dn: 0.689613 loss_giou_aux_dn: 2.442161 loss: 16.508060 eta: 35 days, 16:59:19 batch_cost: 0.9038 data_cost: 0.0010 ips: 8.8514 images/s [07/24 08:24:42] ppdet.engine INFO: Epoch: [7] [29300/54024] learning_rate: 0.000100 loss_class: 0.696860 loss_bbox: 0.109109 loss_giou: 0.476141 loss_class_aux: 4.300724 loss_bbox_aux: 0.742867 loss_giou_aux: 2.953300 loss_class_dn: 0.335558 loss_bbox_dn: 0.104344 loss_giou_dn: 0.377150 loss_class_aux_dn: 1.848751 loss_bbox_aux_dn: 0.646327 loss_giou_aux_dn: 2.136999 loss: 14.905679 eta: 35 days, 16:56:17 batch_cost: 0.8199 data_cost: 0.0010 ips: 9.7568 images/s [07/24 08:26:15] ppdet.engine INFO: Epoch: [7] [29400/54024] learning_rate: 0.000100 loss_class: 0.708513 loss_bbox: 0.116806 loss_giou: 0.481854 loss_class_aux: 4.416773 loss_bbox_aux: 0.746484 loss_giou_aux: 3.039830 loss_class_dn: 0.344655 loss_bbox_dn: 0.118534 loss_giou_dn: 0.378771 loss_class_aux_dn: 1.878834 loss_bbox_aux_dn: 0.717701 loss_giou_aux_dn: 2.166931 loss: 15.254182 eta: 35 days, 16:54:40 batch_cost: 0.8799 data_cost: 0.0122 ips: 9.0923 images/s [07/24 08:27:40] ppdet.engine INFO: Epoch: [7] [29500/54024] learning_rate: 0.000100 loss_class: 0.710518 loss_bbox: 0.119313 loss_giou: 0.553984 loss_class_aux: 4.421554 loss_bbox_aux: 0.776285 loss_giou_aux: 3.495041 loss_class_dn: 0.365271 loss_bbox_dn: 0.115179 loss_giou_dn: 0.414062 loss_class_aux_dn: 1.957013 loss_bbox_aux_dn: 0.710200 loss_giou_aux_dn: 2.354765 loss: 15.909898 eta: 35 days, 16:51:12 batch_cost: 0.8020 data_cost: 0.0070 ips: 9.9749 images/s [07/24 08:29:05] ppdet.engine INFO: Epoch: [7] [29600/54024] learning_rate: 0.000100 loss_class: 0.720784 loss_bbox: 0.119811 loss_giou: 0.525745 loss_class_aux: 4.478882 loss_bbox_aux: 0.755221 loss_giou_aux: 3.282926 loss_class_dn: 0.364293 loss_bbox_dn: 0.106279 loss_giou_dn: 0.404929 loss_class_aux_dn: 1.963444 loss_bbox_aux_dn: 0.650634 loss_giou_aux_dn: 2.320993 loss: 15.791370 eta: 35 days, 16:47:47 batch_cost: 0.8041 data_cost: 0.0012 ips: 9.9494 images/s [07/24 08:30:31] ppdet.engine INFO: Epoch: [7] [29700/54024] learning_rate: 0.000100 loss_class: 0.698149 loss_bbox: 0.117279 loss_giou: 0.532036 loss_class_aux: 4.408963 loss_bbox_aux: 0.757850 loss_giou_aux: 3.328613 loss_class_dn: 0.354039 loss_bbox_dn: 0.107888 loss_giou_dn: 0.404464 loss_class_aux_dn: 1.918984 loss_bbox_aux_dn: 0.672069 loss_giou_aux_dn: 2.252702 loss: 15.710706 eta: 35 days, 16:44:43 batch_cost: 0.8181 data_cost: 0.0138 ips: 9.7786 images/s [07/24 08:31:56] ppdet.engine INFO: Epoch: [7] [29800/54024] learning_rate: 0.000100 loss_class: 0.738646 loss_bbox: 0.108285 loss_giou: 0.483591 loss_class_aux: 4.601767 loss_bbox_aux: 0.766368 loss_giou_aux: 3.005869 loss_class_dn: 0.353520 loss_bbox_dn: 0.107966 loss_giou_dn: 0.386505 loss_class_aux_dn: 1.889730 loss_bbox_aux_dn: 0.661360 loss_giou_aux_dn: 2.198238 loss: 15.346676 eta: 35 days, 16:41:05 batch_cost: 0.7942 data_cost: 0.0010 ips: 10.0725 images/s [07/24 08:33:25] ppdet.engine INFO: Epoch: [7] [29900/54024] learning_rate: 0.000100 loss_class: 0.680625 loss_bbox: 0.117824 loss_giou: 0.539432 loss_class_aux: 4.295194 loss_bbox_aux: 0.752079 loss_giou_aux: 3.401777 loss_class_dn: 0.347397 loss_bbox_dn: 0.107915 loss_giou_dn: 0.384997 loss_class_aux_dn: 1.885252 loss_bbox_aux_dn: 0.671965 loss_giou_aux_dn: 2.221540 loss: 15.349766 eta: 35 days, 16:38:45 batch_cost: 0.8494 data_cost: 0.0010 ips: 9.4183 images/s [07/24 08:34:57] ppdet.engine INFO: Epoch: [7] [30000/54024] learning_rate: 0.000100 loss_class: 0.699712 loss_bbox: 0.118165 loss_giou: 0.503014 loss_class_aux: 4.355486 loss_bbox_aux: 0.769917 loss_giou_aux: 3.252137 loss_class_dn: 0.366926 loss_bbox_dn: 0.105025 loss_giou_dn: 0.396102 loss_class_aux_dn: 1.981417 loss_bbox_aux_dn: 0.636731 loss_giou_aux_dn: 2.317560 loss: 16.481735 eta: 35 days, 16:36:53 batch_cost: 0.8692 data_cost: 0.0427 ips: 9.2042 images/s [07/24 08:36:34] ppdet.engine INFO: Epoch: [7] [30100/54024] learning_rate: 0.000100 loss_class: 0.728315 loss_bbox: 0.115447 loss_giou: 0.501957 loss_class_aux: 4.482116 loss_bbox_aux: 0.739349 loss_giou_aux: 3.150189 loss_class_dn: 0.351149 loss_bbox_dn: 0.112270 loss_giou_dn: 0.399048 loss_class_aux_dn: 1.894538 loss_bbox_aux_dn: 0.680754 loss_giou_aux_dn: 2.294886 loss: 15.733189 eta: 35 days, 16:36:21 batch_cost: 0.9259 data_cost: 0.0010 ips: 8.6404 images/s [07/24 08:38:17] ppdet.engine INFO: Epoch: [7] [30200/54024] learning_rate: 0.000100 loss_class: 0.677741 loss_bbox: 0.109757 loss_giou: 0.509968 loss_class_aux: 4.138916 loss_bbox_aux: 0.704817 loss_giou_aux: 3.161021 loss_class_dn: 0.330063 loss_bbox_dn: 0.105296 loss_giou_dn: 0.380143 loss_class_aux_dn: 1.766845 loss_bbox_aux_dn: 0.627252 loss_giou_aux_dn: 2.180937 loss: 14.746710 eta: 35 days, 16:37:10 batch_cost: 0.9830 data_cost: 0.0011 ips: 8.1387 images/s [07/24 08:39:57] ppdet.engine INFO: Epoch: [7] [30300/54024] learning_rate: 0.000100 loss_class: 0.676042 loss_bbox: 0.118910 loss_giou: 0.555233 loss_class_aux: 4.205985 loss_bbox_aux: 0.768750 loss_giou_aux: 3.416348 loss_class_dn: 0.362328 loss_bbox_dn: 0.104892 loss_giou_dn: 0.403685 loss_class_aux_dn: 1.953025 loss_bbox_aux_dn: 0.622455 loss_giou_aux_dn: 2.303530 loss: 15.947009 eta: 35 days, 16:37:11 batch_cost: 0.9493 data_cost: 0.1648 ips: 8.4271 images/s [07/24 08:41:31] ppdet.engine INFO: Epoch: [7] [30400/54024] learning_rate: 0.000100 loss_class: 0.732266 loss_bbox: 0.112396 loss_giou: 0.480096 loss_class_aux: 4.498653 loss_bbox_aux: 0.757022 loss_giou_aux: 3.029781 loss_class_dn: 0.353313 loss_bbox_dn: 0.105223 loss_giou_dn: 0.386479 loss_class_aux_dn: 1.911922 loss_bbox_aux_dn: 0.653904 loss_giou_aux_dn: 2.203684 loss: 15.343704 eta: 35 days, 16:35:59 batch_cost: 0.8981 data_cost: 0.0152 ips: 8.9081 images/s [07/24 08:43:00] ppdet.engine INFO: Epoch: [7] [30500/54024] learning_rate: 0.000100 loss_class: 0.714640 loss_bbox: 0.115537 loss_giou: 0.550637 loss_class_aux: 4.407981 loss_bbox_aux: 0.744799 loss_giou_aux: 3.385648 loss_class_dn: 0.359607 loss_bbox_dn: 0.098424 loss_giou_dn: 0.413266 loss_class_aux_dn: 1.964347 loss_bbox_aux_dn: 0.601262 loss_giou_aux_dn: 2.409363 loss: 15.574425 eta: 35 days, 16:33:29 batch_cost: 0.8419 data_cost: 0.0010 ips: 9.5019 images/s [07/24 08:44:24] ppdet.engine INFO: Epoch: [7] [30600/54024] learning_rate: 0.000100 loss_class: 0.746892 loss_bbox: 0.113314 loss_giou: 0.503072 loss_class_aux: 4.612649 loss_bbox_aux: 0.731061 loss_giou_aux: 3.164809 loss_class_dn: 0.361193 loss_bbox_dn: 0.114413 loss_giou_dn: 0.392075 loss_class_aux_dn: 1.955368 loss_bbox_aux_dn: 0.691138 loss_giou_aux_dn: 2.244461 loss: 15.902339 eta: 35 days, 16:29:56 batch_cost: 0.7978 data_cost: 0.0144 ips: 10.0275 images/s [07/24 08:46:00] ppdet.engine INFO: Epoch: [7] [30700/54024] learning_rate: 0.000100 loss_class: 0.748790 loss_bbox: 0.116107 loss_giou: 0.488140 loss_class_aux: 4.625493 loss_bbox_aux: 0.773540 loss_giou_aux: 3.013837 loss_class_dn: 0.362181 loss_bbox_dn: 0.120028 loss_giou_dn: 0.382385 loss_class_aux_dn: 1.953794 loss_bbox_aux_dn: 0.755636 loss_giou_aux_dn: 2.185665 loss: 16.115138 eta: 35 days, 16:29:12 batch_cost: 0.9173 data_cost: 0.0430 ips: 8.7211 images/s [07/24 08:47:28] ppdet.engine INFO: Epoch: [7] [30800/54024] learning_rate: 0.000100 loss_class: 0.725126 loss_bbox: 0.108033 loss_giou: 0.535193 loss_class_aux: 4.437511 loss_bbox_aux: 0.715418 loss_giou_aux: 3.392385 loss_class_dn: 0.351833 loss_bbox_dn: 0.108467 loss_giou_dn: 0.402627 loss_class_aux_dn: 1.907413 loss_bbox_aux_dn: 0.681388 loss_giou_aux_dn: 2.293696 loss: 15.708014 eta: 35 days, 16:26:33 batch_cost: 0.8358 data_cost: 0.0668 ips: 9.5717 images/s [07/24 08:48:58] ppdet.engine INFO: Epoch: [7] [30900/54024] learning_rate: 0.000100 loss_class: 0.718598 loss_bbox: 0.115187 loss_giou: 0.581117 loss_class_aux: 4.433636 loss_bbox_aux: 0.764112 loss_giou_aux: 3.612454 loss_class_dn: 0.368562 loss_bbox_dn: 0.108176 loss_giou_dn: 0.428193 loss_class_aux_dn: 1.998317 loss_bbox_aux_dn: 0.681683 loss_giou_aux_dn: 2.425702 loss: 16.645528 eta: 35 days, 16:24:15 batch_cost: 0.8505 data_cost: 0.0070 ips: 9.4059 images/s [07/24 08:50:28] ppdet.engine INFO: Epoch: [7] [31000/54024] learning_rate: 0.000100 loss_class: 0.719979 loss_bbox: 0.118769 loss_giou: 0.502141 loss_class_aux: 4.444438 loss_bbox_aux: 0.777479 loss_giou_aux: 3.167554 loss_class_dn: 0.356886 loss_bbox_dn: 0.111336 loss_giou_dn: 0.391317 loss_class_aux_dn: 1.906219 loss_bbox_aux_dn: 0.675987 loss_giou_aux_dn: 2.190853 loss: 15.349876 eta: 35 days, 16:21:59 batch_cost: 0.8523 data_cost: 0.0010 ips: 9.3861 images/s [07/24 08:51:55] ppdet.engine INFO: Epoch: [7] [31100/54024] learning_rate: 0.000100 loss_class: 0.706703 loss_bbox: 0.114959 loss_giou: 0.530261 loss_class_aux: 4.459816 loss_bbox_aux: 0.760827 loss_giou_aux: 3.263479 loss_class_dn: 0.364404 loss_bbox_dn: 0.103801 loss_giou_dn: 0.411475 loss_class_aux_dn: 1.962377 loss_bbox_aux_dn: 0.634538 loss_giou_aux_dn: 2.323018 loss: 15.921633 eta: 35 days, 16:19:13 batch_cost: 0.8310 data_cost: 0.0012 ips: 9.6270 images/s [07/24 08:53:24] ppdet.engine INFO: Epoch: [7] [31200/54024] learning_rate: 0.000100 loss_class: 0.710089 loss_bbox: 0.117462 loss_giou: 0.525853 loss_class_aux: 4.463315 loss_bbox_aux: 0.780260 loss_giou_aux: 3.287214 loss_class_dn: 0.353388 loss_bbox_dn: 0.110068 loss_giou_dn: 0.404249 loss_class_aux_dn: 1.908155 loss_bbox_aux_dn: 0.727060 loss_giou_aux_dn: 2.342181 loss: 15.541914 eta: 35 days, 16:16:45 batch_cost: 0.8430 data_cost: 0.0263 ips: 9.4900 images/s [07/24 08:54:53] ppdet.engine INFO: Epoch: [7] [31300/54024] learning_rate: 0.000100 loss_class: 0.671765 loss_bbox: 0.101724 loss_giou: 0.437536 loss_class_aux: 4.212259 loss_bbox_aux: 0.684666 loss_giou_aux: 2.764421 loss_class_dn: 0.323969 loss_bbox_dn: 0.101657 loss_giou_dn: 0.349056 loss_class_aux_dn: 1.759637 loss_bbox_aux_dn: 0.632843 loss_giou_aux_dn: 1.971861 loss: 14.230821 eta: 35 days, 16:14:13 batch_cost: 0.8407 data_cost: 0.0515 ips: 9.5161 images/s [07/24 08:56:26] ppdet.engine INFO: Epoch: [7] [31400/54024] learning_rate: 0.000100 loss_class: 0.763841 loss_bbox: 0.120400 loss_giou: 0.520353 loss_class_aux: 4.678498 loss_bbox_aux: 0.789397 loss_giou_aux: 3.220530 loss_class_dn: 0.378492 loss_bbox_dn: 0.106982 loss_giou_dn: 0.406942 loss_class_aux_dn: 2.084861 loss_bbox_aux_dn: 0.663261 loss_giou_aux_dn: 2.349017 loss: 16.612648 eta: 35 days, 16:12:45 batch_cost: 0.8867 data_cost: 0.0211 ips: 9.0221 images/s [07/24 08:58:00] ppdet.engine INFO: Epoch: [7] [31500/54024] learning_rate: 0.000100 loss_class: 0.726524 loss_bbox: 0.111280 loss_giou: 0.492376 loss_class_aux: 4.566990 loss_bbox_aux: 0.736778 loss_giou_aux: 3.101544 loss_class_dn: 0.343059 loss_bbox_dn: 0.106391 loss_giou_dn: 0.380402 loss_class_aux_dn: 1.875728 loss_bbox_aux_dn: 0.679255 loss_giou_aux_dn: 2.171628 loss: 15.259380 eta: 35 days, 16:11:33 batch_cost: 0.8975 data_cost: 0.0010 ips: 8.9139 images/s [07/24 08:59:39] ppdet.engine INFO: Epoch: [7] [31600/54024] learning_rate: 0.000100 loss_class: 0.705418 loss_bbox: 0.105379 loss_giou: 0.518051 loss_class_aux: 4.360054 loss_bbox_aux: 0.710084 loss_giou_aux: 3.190866 loss_class_dn: 0.351738 loss_bbox_dn: 0.104440 loss_giou_dn: 0.381187 loss_class_aux_dn: 1.900711 loss_bbox_aux_dn: 0.645707 loss_giou_aux_dn: 2.170060 loss: 15.208325 eta: 35 days, 16:11:20 batch_cost: 0.9388 data_cost: 0.0837 ips: 8.5215 images/s [07/24 09:00:58] ppdet.engine INFO: Epoch: [7] [31700/54024] learning_rate: 0.000100 loss_class: 0.744611 loss_bbox: 0.121249 loss_giou: 0.547815 loss_class_aux: 4.692322 loss_bbox_aux: 0.789173 loss_giou_aux: 3.492713 loss_class_dn: 0.360622 loss_bbox_dn: 0.116027 loss_giou_dn: 0.418373 loss_class_aux_dn: 1.974640 loss_bbox_aux_dn: 0.678172 loss_giou_aux_dn: 2.313441 loss: 15.963174 eta: 35 days, 16:06:49 batch_cost: 0.7559 data_cost: 0.0010 ips: 10.5835 images/s [07/24 09:02:24] ppdet.engine INFO: Epoch: [7] [31800/54024] learning_rate: 0.000100 loss_class: 0.679197 loss_bbox: 0.109114 loss_giou: 0.448261 loss_class_aux: 4.251647 loss_bbox_aux: 0.696795 loss_giou_aux: 2.776276 loss_class_dn: 0.329464 loss_bbox_dn: 0.103020 loss_giou_dn: 0.361411 loss_class_aux_dn: 1.807627 loss_bbox_aux_dn: 0.655136 loss_giou_aux_dn: 2.048104 loss: 14.075262 eta: 35 days, 16:03:30 batch_cost: 0.8073 data_cost: 0.0094 ips: 9.9091 images/s [07/24 09:03:51] ppdet.engine INFO: Epoch: [7] [31900/54024] learning_rate: 0.000100 loss_class: 0.727310 loss_bbox: 0.118939 loss_giou: 0.514350 loss_class_aux: 4.531530 loss_bbox_aux: 0.809353 loss_giou_aux: 3.221176 loss_class_dn: 0.366040 loss_bbox_dn: 0.118341 loss_giou_dn: 0.410696 loss_class_aux_dn: 1.986108 loss_bbox_aux_dn: 0.719056 loss_giou_aux_dn: 2.311025 loss: 15.742267 eta: 35 days, 16:00:50 batch_cost: 0.8345 data_cost: 0.0010 ips: 9.5863 images/s [07/24 09:05:24] ppdet.engine INFO: Epoch: [7] [32000/54024] learning_rate: 0.000100 loss_class: 0.708420 loss_bbox: 0.111840 loss_giou: 0.515660 loss_class_aux: 4.402378 loss_bbox_aux: 0.729727 loss_giou_aux: 3.164034 loss_class_dn: 0.347510 loss_bbox_dn: 0.110277 loss_giou_dn: 0.392901 loss_class_aux_dn: 1.864336 loss_bbox_aux_dn: 0.659135 loss_giou_aux_dn: 2.197791 loss: 15.616531 eta: 35 days, 15:59:06 batch_cost: 0.8751 data_cost: 0.0010 ips: 9.1419 images/s [07/24 09:06:48] ppdet.engine INFO: Epoch: [7] [32100/54024] learning_rate: 0.000100 loss_class: 0.679922 loss_bbox: 0.117594 loss_giou: 0.463869 loss_class_aux: 4.169669 loss_bbox_aux: 0.754793 loss_giou_aux: 2.886511 loss_class_dn: 0.332680 loss_bbox_dn: 0.104223 loss_giou_dn: 0.359260 loss_class_aux_dn: 1.845727 loss_bbox_aux_dn: 0.647901 loss_giou_aux_dn: 2.049931 loss: 14.950873 eta: 35 days, 15:55:32 batch_cost: 0.7957 data_cost: 0.0010 ips: 10.0544 images/s [07/24 09:08:49] ppdet.engine INFO: Epoch: [7] [32200/54024] learning_rate: 0.000100 loss_class: 0.707565 loss_bbox: 0.115496 loss_giou: 0.543799 loss_class_aux: 4.388325 loss_bbox_aux: 0.755727 loss_giou_aux: 3.394023 loss_class_dn: 0.353631 loss_bbox_dn: 0.106336 loss_giou_dn: 0.418524 loss_class_aux_dn: 1.922529 loss_bbox_aux_dn: 0.649182 loss_giou_aux_dn: 2.389435 loss: 16.137092 eta: 35 days, 16:00:42 batch_cost: 1.1703 data_cost: 0.0471 ips: 6.8359 images/s [07/24 09:10:14] ppdet.engine INFO: Epoch: [7] [32300/54024] learning_rate: 0.000100 loss_class: 0.681020 loss_bbox: 0.109448 loss_giou: 0.474946 loss_class_aux: 4.252036 loss_bbox_aux: 0.733384 loss_giou_aux: 3.014607 loss_class_dn: 0.325268 loss_bbox_dn: 0.105942 loss_giou_dn: 0.365852 loss_class_aux_dn: 1.783215 loss_bbox_aux_dn: 0.661729 loss_giou_aux_dn: 2.098318 loss: 14.610643 eta: 35 days, 15:57:20 batch_cost: 0.8045 data_cost: 0.0010 ips: 9.9445 images/s [07/24 09:11:51] ppdet.engine INFO: Epoch: [7] [32400/54024] learning_rate: 0.000100 loss_class: 0.724617 loss_bbox: 0.116567 loss_giou: 0.508959 loss_class_aux: 4.464235 loss_bbox_aux: 0.765272 loss_giou_aux: 3.204341 loss_class_dn: 0.350782 loss_bbox_dn: 0.109175 loss_giou_dn: 0.396872 loss_class_aux_dn: 1.915327 loss_bbox_aux_dn: 0.671313 loss_giou_aux_dn: 2.261005 loss: 15.215645 eta: 35 days, 15:56:53 batch_cost: 0.9297 data_cost: 0.0011 ips: 8.6048 images/s [07/24 09:13:46] ppdet.engine INFO: Epoch: [7] [32500/54024] learning_rate: 0.000100 loss_class: 0.730608 loss_bbox: 0.115955 loss_giou: 0.501020 loss_class_aux: 4.489542 loss_bbox_aux: 0.766267 loss_giou_aux: 3.148866 loss_class_dn: 0.358338 loss_bbox_dn: 0.105747 loss_giou_dn: 0.408280 loss_class_aux_dn: 1.940680 loss_bbox_aux_dn: 0.658764 loss_giou_aux_dn: 2.377759 loss: 15.627371 eta: 35 days, 16:00:26 batch_cost: 1.1010 data_cost: 0.1049 ips: 7.2662 images/s [07/24 09:15:17] ppdet.engine INFO: Epoch: [7] [32600/54024] learning_rate: 0.000100 loss_class: 0.762695 loss_bbox: 0.125029 loss_giou: 0.541040 loss_class_aux: 4.682029 loss_bbox_aux: 0.802567 loss_giou_aux: 3.337353 loss_class_dn: 0.358559 loss_bbox_dn: 0.116809 loss_giou_dn: 0.411861 loss_class_aux_dn: 1.919349 loss_bbox_aux_dn: 0.714198 loss_giou_aux_dn: 2.314763 loss: 15.729941 eta: 35 days, 15:58:19 batch_cost: 0.8583 data_cost: 0.0010 ips: 9.3208 images/s [07/24 09:16:43] ppdet.engine INFO: Epoch: [7] [32700/54024] learning_rate: 0.000100 loss_class: 0.710824 loss_bbox: 0.113435 loss_giou: 0.509084 loss_class_aux: 4.419677 loss_bbox_aux: 0.755731 loss_giou_aux: 3.194999 loss_class_dn: 0.348808 loss_bbox_dn: 0.111988 loss_giou_dn: 0.393656 loss_class_aux_dn: 1.870875 loss_bbox_aux_dn: 0.670695 loss_giou_aux_dn: 2.245837 loss: 15.674409 eta: 35 days, 15:55:10 batch_cost: 0.8143 data_cost: 0.0010 ips: 9.8244 images/s [07/24 09:18:21] ppdet.engine INFO: Epoch: [7] [32800/54024] learning_rate: 0.000100 loss_class: 0.689705 loss_bbox: 0.115148 loss_giou: 0.486509 loss_class_aux: 4.315614 loss_bbox_aux: 0.750240 loss_giou_aux: 2.991239 loss_class_dn: 0.343502 loss_bbox_dn: 0.106364 loss_giou_dn: 0.378730 loss_class_aux_dn: 1.858451 loss_bbox_aux_dn: 0.652647 loss_giou_aux_dn: 2.175428 loss: 14.562165 eta: 35 days, 15:54:47 batch_cost: 0.9321 data_cost: 0.0716 ips: 8.5825 images/s [07/24 09:19:56] ppdet.engine INFO: Epoch: [7] [32900/54024] learning_rate: 0.000100 loss_class: 0.719521 loss_bbox: 0.112707 loss_giou: 0.517074 loss_class_aux: 4.469540 loss_bbox_aux: 0.751110 loss_giou_aux: 3.241643 loss_class_dn: 0.363937 loss_bbox_dn: 0.112711 loss_giou_dn: 0.409712 loss_class_aux_dn: 1.957452 loss_bbox_aux_dn: 0.708907 loss_giou_aux_dn: 2.313498 loss: 15.849728 eta: 35 days, 15:53:45 batch_cost: 0.9054 data_cost: 0.0203 ips: 8.8363 images/s [07/24 09:21:23] ppdet.engine INFO: Epoch: [7] [33000/54024] learning_rate: 0.000100 loss_class: 0.752873 loss_bbox: 0.114316 loss_giou: 0.504365 loss_class_aux: 4.671553 loss_bbox_aux: 0.755962 loss_giou_aux: 3.162176 loss_class_dn: 0.364129 loss_bbox_dn: 0.113499 loss_giou_dn: 0.390789 loss_class_aux_dn: 2.002360 loss_bbox_aux_dn: 0.692876 loss_giou_aux_dn: 2.228260 loss: 15.835276 eta: 35 days, 15:50:53 batch_cost: 0.8260 data_cost: 0.0463 ips: 9.6858 images/s [07/24 09:22:44] ppdet.engine INFO: Epoch: [7] [33100/54024] learning_rate: 0.000100 loss_class: 0.736124 loss_bbox: 0.114098 loss_giou: 0.485627 loss_class_aux: 4.521623 loss_bbox_aux: 0.760559 loss_giou_aux: 3.057667 loss_class_dn: 0.357049 loss_bbox_dn: 0.115560 loss_giou_dn: 0.387399 loss_class_aux_dn: 1.936908 loss_bbox_aux_dn: 0.696417 loss_giou_aux_dn: 2.228841 loss: 15.448503 eta: 35 days, 15:46:28 batch_cost: 0.7594 data_cost: 0.0010 ips: 10.5353 images/s [07/24 09:24:10] ppdet.engine INFO: Epoch: [7] [33200/54024] learning_rate: 0.000100 loss_class: 0.699457 loss_bbox: 0.111881 loss_giou: 0.518627 loss_class_aux: 4.408018 loss_bbox_aux: 0.751024 loss_giou_aux: 3.255268 loss_class_dn: 0.362110 loss_bbox_dn: 0.107848 loss_giou_dn: 0.402106 loss_class_aux_dn: 1.968589 loss_bbox_aux_dn: 0.650762 loss_giou_aux_dn: 2.312048 loss: 15.567449 eta: 35 days, 15:43:23 batch_cost: 0.8163 data_cost: 0.0017 ips: 9.8005 images/s [07/24 09:25:36] ppdet.engine INFO: Epoch: [7] [33300/54024] learning_rate: 0.000100 loss_class: 0.694403 loss_bbox: 0.112221 loss_giou: 0.516448 loss_class_aux: 4.279492 loss_bbox_aux: 0.736557 loss_giou_aux: 3.237756 loss_class_dn: 0.344277 loss_bbox_dn: 0.113660 loss_giou_dn: 0.402108 loss_class_aux_dn: 1.879343 loss_bbox_aux_dn: 0.691517 loss_giou_aux_dn: 2.262509 loss: 15.518070 eta: 35 days, 15:40:12 batch_cost: 0.8125 data_cost: 0.0090 ips: 9.8458 images/s [07/24 09:27:00] ppdet.engine INFO: Epoch: [7] [33400/54024] learning_rate: 0.000100 loss_class: 0.700142 loss_bbox: 0.113980 loss_giou: 0.526227 loss_class_aux: 4.393263 loss_bbox_aux: 0.727384 loss_giou_aux: 3.274284 loss_class_dn: 0.361987 loss_bbox_dn: 0.107463 loss_giou_dn: 0.415725 loss_class_aux_dn: 1.955687 loss_bbox_aux_dn: 0.632512 loss_giou_aux_dn: 2.331264 loss: 15.826605 eta: 35 days, 15:36:38 batch_cost: 0.7956 data_cost: 0.0010 ips: 10.0548 images/s [07/24 09:28:34] ppdet.engine INFO: Epoch: [7] [33500/54024] learning_rate: 0.000100 loss_class: 0.700222 loss_bbox: 0.113666 loss_giou: 0.486390 loss_class_aux: 4.311704 loss_bbox_aux: 0.754699 loss_giou_aux: 3.092543 loss_class_dn: 0.342485 loss_bbox_dn: 0.106980 loss_giou_dn: 0.382952 loss_class_aux_dn: 1.848551 loss_bbox_aux_dn: 0.652756 loss_giou_aux_dn: 2.185627 loss: 15.426120 eta: 35 days, 15:35:29 batch_cost: 0.8995 data_cost: 0.0010 ips: 8.8943 images/s [07/24 09:30:00] ppdet.engine INFO: Epoch: [7] [33600/54024] learning_rate: 0.000100 loss_class: 0.687486 loss_bbox: 0.117778 loss_giou: 0.511522 loss_class_aux: 4.283756 loss_bbox_aux: 0.733643 loss_giou_aux: 3.199335 loss_class_dn: 0.346108 loss_bbox_dn: 0.112178 loss_giou_dn: 0.384353 loss_class_aux_dn: 1.887340 loss_bbox_aux_dn: 0.662953 loss_giou_aux_dn: 2.205370 loss: 15.202880 eta: 35 days, 15:32:14 batch_cost: 0.8093 data_cost: 0.0329 ips: 9.8848 images/s [07/24 09:31:27] ppdet.engine INFO: Epoch: [7] [33700/54024] learning_rate: 0.000100 loss_class: 0.663406 loss_bbox: 0.106749 loss_giou: 0.476528 loss_class_aux: 4.210472 loss_bbox_aux: 0.683844 loss_giou_aux: 3.052929 loss_class_dn: 0.344486 loss_bbox_dn: 0.102908 loss_giou_dn: 0.384336 loss_class_aux_dn: 1.879275 loss_bbox_aux_dn: 0.632170 loss_giou_aux_dn: 2.183163 loss: 14.968806 eta: 35 days, 15:29:26 batch_cost: 0.8283 data_cost: 0.0010 ips: 9.6581 images/s [07/24 09:32:57] ppdet.engine INFO: Epoch: [7] [33800/54024] learning_rate: 0.000100 loss_class: 0.698319 loss_bbox: 0.109586 loss_giou: 0.508982 loss_class_aux: 4.347111 loss_bbox_aux: 0.719755 loss_giou_aux: 3.193063 loss_class_dn: 0.332002 loss_bbox_dn: 0.099584 loss_giou_dn: 0.385829 loss_class_aux_dn: 1.797992 loss_bbox_aux_dn: 0.635005 loss_giou_aux_dn: 2.170252 loss: 15.299596 eta: 35 days, 15:27:12 batch_cost: 0.8525 data_cost: 0.0367 ips: 9.3841 images/s [07/24 09:34:27] ppdet.engine INFO: Epoch: [7] [33900/54024] learning_rate: 0.000100 loss_class: 0.706214 loss_bbox: 0.118055 loss_giou: 0.482108 loss_class_aux: 4.400305 loss_bbox_aux: 0.790482 loss_giou_aux: 3.101259 loss_class_dn: 0.336759 loss_bbox_dn: 0.106682 loss_giou_dn: 0.385646 loss_class_aux_dn: 1.861958 loss_bbox_aux_dn: 0.677341 loss_giou_aux_dn: 2.207835 loss: 15.072835 eta: 35 days, 15:25:01 batch_cost: 0.8555 data_cost: 0.0332 ips: 9.3516 images/s [07/24 09:36:21] ppdet.engine INFO: Epoch: [7] [34000/54024] learning_rate: 0.000100 loss_class: 0.717484 loss_bbox: 0.114502 loss_giou: 0.513579 loss_class_aux: 4.520860 loss_bbox_aux: 0.763246 loss_giou_aux: 3.273486 loss_class_dn: 0.365718 loss_bbox_dn: 0.105191 loss_giou_dn: 0.401748 loss_class_aux_dn: 1.974087 loss_bbox_aux_dn: 0.667808 loss_giou_aux_dn: 2.270114 loss: 15.862715 eta: 35 days, 15:28:23 batch_cost: 1.0944 data_cost: 0.0011 ips: 7.3097 images/s [07/24 09:37:58] ppdet.engine INFO: Epoch: [7] [34100/54024] learning_rate: 0.000100 loss_class: 0.679251 loss_bbox: 0.118970 loss_giou: 0.502408 loss_class_aux: 4.286200 loss_bbox_aux: 0.789764 loss_giou_aux: 3.143970 loss_class_dn: 0.345188 loss_bbox_dn: 0.110980 loss_giou_dn: 0.381639 loss_class_aux_dn: 1.855009 loss_bbox_aux_dn: 0.678775 loss_giou_aux_dn: 2.184004 loss: 15.126546 eta: 35 days, 15:27:55 batch_cost: 0.9287 data_cost: 0.0663 ips: 8.6138 images/s [07/24 09:39:23] ppdet.engine INFO: Epoch: [7] [34200/54024] learning_rate: 0.000100 loss_class: 0.748983 loss_bbox: 0.120954 loss_giou: 0.538214 loss_class_aux: 4.642997 loss_bbox_aux: 0.778199 loss_giou_aux: 3.372146 loss_class_dn: 0.373954 loss_bbox_dn: 0.114574 loss_giou_dn: 0.412926 loss_class_aux_dn: 2.041204 loss_bbox_aux_dn: 0.709838 loss_giou_aux_dn: 2.326058 loss: 16.226437 eta: 35 days, 15:24:20 batch_cost: 0.7949 data_cost: 0.0010 ips: 10.0644 images/s [07/24 09:40:50] ppdet.engine INFO: Epoch: [7] [34300/54024] learning_rate: 0.000100 loss_class: 0.671129 loss_bbox: 0.113183 loss_giou: 0.469682 loss_class_aux: 4.226617 loss_bbox_aux: 0.736986 loss_giou_aux: 3.019797 loss_class_dn: 0.343273 loss_bbox_dn: 0.106804 loss_giou_dn: 0.361076 loss_class_aux_dn: 1.875753 loss_bbox_aux_dn: 0.632974 loss_giou_aux_dn: 2.062226 loss: 14.924792 eta: 35 days, 15:21:36 batch_cost: 0.8309 data_cost: 0.0010 ips: 9.6283 images/s [07/24 09:42:22] ppdet.engine INFO: Epoch: [7] [34400/54024] learning_rate: 0.000100 loss_class: 0.748771 loss_bbox: 0.114618 loss_giou: 0.489008 loss_class_aux: 4.639963 loss_bbox_aux: 0.757068 loss_giou_aux: 3.050655 loss_class_dn: 0.361004 loss_bbox_dn: 0.111354 loss_giou_dn: 0.401099 loss_class_aux_dn: 1.955663 loss_bbox_aux_dn: 0.674840 loss_giou_aux_dn: 2.286127 loss: 15.187850 eta: 35 days, 15:19:47 batch_cost: 0.8715 data_cost: 0.0769 ips: 9.1799 images/s [07/24 09:43:51] ppdet.engine INFO: Epoch: [7] [34500/54024] learning_rate: 0.000100 loss_class: 0.691873 loss_bbox: 0.110040 loss_giou: 0.525007 loss_class_aux: 4.281663 loss_bbox_aux: 0.731866 loss_giou_aux: 3.342924 loss_class_dn: 0.346777 loss_bbox_dn: 0.103383 loss_giou_dn: 0.405418 loss_class_aux_dn: 1.851906 loss_bbox_aux_dn: 0.650291 loss_giou_aux_dn: 2.306245 loss: 15.325130 eta: 35 days, 15:17:19 batch_cost: 0.8424 data_cost: 0.0046 ips: 9.4969 images/s [07/24 09:45:26] ppdet.engine INFO: Epoch: [7] [34600/54024] learning_rate: 0.000100 loss_class: 0.716787 loss_bbox: 0.114844 loss_giou: 0.484991 loss_class_aux: 4.520358 loss_bbox_aux: 0.727253 loss_giou_aux: 3.053964 loss_class_dn: 0.350584 loss_bbox_dn: 0.114371 loss_giou_dn: 0.376444 loss_class_aux_dn: 1.886845 loss_bbox_aux_dn: 0.681575 loss_giou_aux_dn: 2.155784 loss: 15.484292 eta: 35 days, 15:16:08 batch_cost: 0.8984 data_cost: 0.0139 ips: 8.9049 images/s [07/24 09:46:53] ppdet.engine INFO: Epoch: [7] [34700/54024] learning_rate: 0.000100 loss_class: 0.737179 loss_bbox: 0.122761 loss_giou: 0.515563 loss_class_aux: 4.546947 loss_bbox_aux: 0.820896 loss_giou_aux: 3.191044 loss_class_dn: 0.367684 loss_bbox_dn: 0.116005 loss_giou_dn: 0.381181 loss_class_aux_dn: 1.982719 loss_bbox_aux_dn: 0.695750 loss_giou_aux_dn: 2.236184 loss: 16.461905 eta: 35 days, 15:13:18 batch_cost: 0.8264 data_cost: 0.0036 ips: 9.6811 images/s [07/24 09:48:31] ppdet.engine INFO: Epoch: [7] [34800/54024] learning_rate: 0.000100 loss_class: 0.692538 loss_bbox: 0.118749 loss_giou: 0.532990 loss_class_aux: 4.263193 loss_bbox_aux: 0.767929 loss_giou_aux: 3.420035 loss_class_dn: 0.356413 loss_bbox_dn: 0.104313 loss_giou_dn: 0.391611 loss_class_aux_dn: 1.914894 loss_bbox_aux_dn: 0.647461 loss_giou_aux_dn: 2.257218 loss: 16.174678 eta: 35 days, 15:13:01 batch_cost: 0.9377 data_cost: 0.0010 ips: 8.5317 images/s [07/24 09:50:00] ppdet.engine INFO: Epoch: [7] [34900/54024] learning_rate: 0.000100 loss_class: 0.705184 loss_bbox: 0.115693 loss_giou: 0.517672 loss_class_aux: 4.379428 loss_bbox_aux: 0.771045 loss_giou_aux: 3.305000 loss_class_dn: 0.351548 loss_bbox_dn: 0.108398 loss_giou_dn: 0.404136 loss_class_aux_dn: 1.876511 loss_bbox_aux_dn: 0.672193 loss_giou_aux_dn: 2.333658 loss: 15.537509 eta: 35 days, 15:10:38 batch_cost: 0.8458 data_cost: 0.0470 ips: 9.4588 images/s [07/24 09:51:38] ppdet.engine INFO: Epoch: [7] [35000/54024] learning_rate: 0.000100 loss_class: 0.716526 loss_bbox: 0.118047 loss_giou: 0.515447 loss_class_aux: 4.426426 loss_bbox_aux: 0.744762 loss_giou_aux: 3.225087 loss_class_dn: 0.359168 loss_bbox_dn: 0.104607 loss_giou_dn: 0.398174 loss_class_aux_dn: 1.917948 loss_bbox_aux_dn: 0.630507 loss_giou_aux_dn: 2.264853 loss: 15.811010 eta: 35 days, 15:10:09 batch_cost: 0.9290 data_cost: 0.0020 ips: 8.6113 images/s [07/24 09:53:09] ppdet.engine INFO: Epoch: [7] [35100/54024] learning_rate: 0.000100 loss_class: 0.669290 loss_bbox: 0.108554 loss_giou: 0.429115 loss_class_aux: 4.114050 loss_bbox_aux: 0.730132 loss_giou_aux: 2.755270 loss_class_dn: 0.317986 loss_bbox_dn: 0.113316 loss_giou_dn: 0.347079 loss_class_aux_dn: 1.720928 loss_bbox_aux_dn: 0.685858 loss_giou_aux_dn: 1.977114 loss: 14.180667 eta: 35 days, 15:08:21 batch_cost: 0.8713 data_cost: 0.0013 ips: 9.1817 images/s [07/24 09:54:33] ppdet.engine INFO: Epoch: [7] [35200/54024] learning_rate: 0.000100 loss_class: 0.710577 loss_bbox: 0.117971 loss_giou: 0.520085 loss_class_aux: 4.412464 loss_bbox_aux: 0.787727 loss_giou_aux: 3.225058 loss_class_dn: 0.349442 loss_bbox_dn: 0.118342 loss_giou_dn: 0.395758 loss_class_aux_dn: 1.887975 loss_bbox_aux_dn: 0.726562 loss_giou_aux_dn: 2.262779 loss: 15.259366 eta: 35 days, 15:04:45 batch_cost: 0.7931 data_cost: 0.0138 ips: 10.0866 images/s [07/24 09:55:59] ppdet.engine INFO: Epoch: [7] [35300/54024] learning_rate: 0.000100 loss_class: 0.693568 loss_bbox: 0.113847 loss_giou: 0.471148 loss_class_aux: 4.279708 loss_bbox_aux: 0.749322 loss_giou_aux: 2.977675 loss_class_dn: 0.331637 loss_bbox_dn: 0.107553 loss_giou_dn: 0.385389 loss_class_aux_dn: 1.810138 loss_bbox_aux_dn: 0.657346 loss_giou_aux_dn: 2.155696 loss: 14.662592 eta: 35 days, 15:01:31 batch_cost: 0.8097 data_cost: 0.0010 ips: 9.8803 images/s [07/24 09:57:24] ppdet.engine INFO: Epoch: [7] [35400/54024] learning_rate: 0.000100 loss_class: 0.715726 loss_bbox: 0.116515 loss_giou: 0.520343 loss_class_aux: 4.454217 loss_bbox_aux: 0.789289 loss_giou_aux: 3.302017 loss_class_dn: 0.368498 loss_bbox_dn: 0.115178 loss_giou_dn: 0.418846 loss_class_aux_dn: 1.973861 loss_bbox_aux_dn: 0.696224 loss_giou_aux_dn: 2.358430 loss: 16.103220 eta: 35 days, 14:58:13 batch_cost: 0.8058 data_cost: 0.0052 ips: 9.9283 images/s [07/24 09:58:48] ppdet.engine INFO: Epoch: [7] [35500/54024] learning_rate: 0.000100 loss_class: 0.646384 loss_bbox: 0.112408 loss_giou: 0.451062 loss_class_aux: 4.035075 loss_bbox_aux: 0.712915 loss_giou_aux: 2.827125 loss_class_dn: 0.324997 loss_bbox_dn: 0.105929 loss_giou_dn: 0.344767 loss_class_aux_dn: 1.745380 loss_bbox_aux_dn: 0.685129 loss_giou_aux_dn: 1.989964 loss: 14.284651 eta: 35 days, 14:54:38 batch_cost: 0.7942 data_cost: 0.0010 ips: 10.0735 images/s [07/24 10:00:14] ppdet.engine INFO: Epoch: [7] [35600/54024] learning_rate: 0.000100 loss_class: 0.711184 loss_bbox: 0.105525 loss_giou: 0.532087 loss_class_aux: 4.383091 loss_bbox_aux: 0.709429 loss_giou_aux: 3.318792 loss_class_dn: 0.350174 loss_bbox_dn: 0.099766 loss_giou_dn: 0.404193 loss_class_aux_dn: 1.860448 loss_bbox_aux_dn: 0.598692 loss_giou_aux_dn: 2.309298 loss: 15.393525 eta: 35 days, 14:51:35 batch_cost: 0.8168 data_cost: 0.0010 ips: 9.7948 images/s [07/24 10:01:42] ppdet.engine INFO: Epoch: [7] [35700/54024] learning_rate: 0.000100 loss_class: 0.687978 loss_bbox: 0.118864 loss_giou: 0.515306 loss_class_aux: 4.286457 loss_bbox_aux: 0.766412 loss_giou_aux: 3.215150 loss_class_dn: 0.349464 loss_bbox_dn: 0.106300 loss_giou_dn: 0.402274 loss_class_aux_dn: 1.874583 loss_bbox_aux_dn: 0.640110 loss_giou_aux_dn: 2.288437 loss: 15.628204 eta: 35 days, 14:48:55 batch_cost: 0.8336 data_cost: 0.0497 ips: 9.5971 images/s [07/24 10:03:10] ppdet.engine INFO: Epoch: [7] [35800/54024] learning_rate: 0.000100 loss_class: 0.706655 loss_bbox: 0.112480 loss_giou: 0.535113 loss_class_aux: 4.468352 loss_bbox_aux: 0.725091 loss_giou_aux: 3.396070 loss_class_dn: 0.363695 loss_bbox_dn: 0.112036 loss_giou_dn: 0.413869 loss_class_aux_dn: 1.945105 loss_bbox_aux_dn: 0.673953 loss_giou_aux_dn: 2.316625 loss: 16.014595 eta: 35 days, 14:46:13 batch_cost: 0.8322 data_cost: 0.0010 ips: 9.6135 images/s [07/24 10:04:44] ppdet.engine INFO: Epoch: [7] [35900/54024] learning_rate: 0.000100 loss_class: 0.724877 loss_bbox: 0.110973 loss_giou: 0.515716 loss_class_aux: 4.476799 loss_bbox_aux: 0.749931 loss_giou_aux: 3.234018 loss_class_dn: 0.350129 loss_bbox_dn: 0.103291 loss_giou_dn: 0.374173 loss_class_aux_dn: 1.909088 loss_bbox_aux_dn: 0.661280 loss_giou_aux_dn: 2.160015 loss: 15.389368 eta: 35 days, 14:44:59 batch_cost: 0.8963 data_cost: 0.0011 ips: 8.9258 images/s [07/24 10:06:16] ppdet.engine INFO: Epoch: [7] [36000/54024] learning_rate: 0.000100 loss_class: 0.694255 loss_bbox: 0.118502 loss_giou: 0.506908 loss_class_aux: 4.230012 loss_bbox_aux: 0.786376 loss_giou_aux: 3.215933 loss_class_dn: 0.340438 loss_bbox_dn: 0.115191 loss_giou_dn: 0.386798 loss_class_aux_dn: 1.816768 loss_bbox_aux_dn: 0.702597 loss_giou_aux_dn: 2.198062 loss: 15.283678 eta: 35 days, 14:43:20 batch_cost: 0.8773 data_cost: 0.0012 ips: 9.1191 images/s [07/24 10:07:45] ppdet.engine INFO: Epoch: [7] [36100/54024] learning_rate: 0.000100 loss_class: 0.714945 loss_bbox: 0.113041 loss_giou: 0.491079 loss_class_aux: 4.404773 loss_bbox_aux: 0.745407 loss_giou_aux: 3.080624 loss_class_dn: 0.348329 loss_bbox_dn: 0.109071 loss_giou_dn: 0.378579 loss_class_aux_dn: 1.886893 loss_bbox_aux_dn: 0.689979 loss_giou_aux_dn: 2.192914 loss: 16.009312 eta: 35 days, 14:40:59 batch_cost: 0.8472 data_cost: 0.0047 ips: 9.4432 images/s [07/24 10:09:21] ppdet.engine INFO: Epoch: [7] [36200/54024] learning_rate: 0.000100 loss_class: 0.678311 loss_bbox: 0.108885 loss_giou: 0.527619 loss_class_aux: 4.273830 loss_bbox_aux: 0.709151 loss_giou_aux: 3.235589 loss_class_dn: 0.349011 loss_bbox_dn: 0.098658 loss_giou_dn: 0.391706 loss_class_aux_dn: 1.852580 loss_bbox_aux_dn: 0.608035 loss_giou_aux_dn: 2.252823 loss: 15.448532 eta: 35 days, 14:40:03 batch_cost: 0.9092 data_cost: 0.0379 ips: 8.7990 images/s [07/24 10:11:01] ppdet.engine INFO: Epoch: [7] [36300/54024] learning_rate: 0.000100 loss_class: 0.683404 loss_bbox: 0.108426 loss_giou: 0.472164 loss_class_aux: 4.167259 loss_bbox_aux: 0.721001 loss_giou_aux: 2.984874 loss_class_dn: 0.320120 loss_bbox_dn: 0.098505 loss_giou_dn: 0.359048 loss_class_aux_dn: 1.746172 loss_bbox_aux_dn: 0.605412 loss_giou_aux_dn: 2.047220 loss: 14.447114 eta: 35 days, 14:40:26 batch_cost: 0.9663 data_cost: 0.0167 ips: 8.2786 images/s [07/24 10:12:28] ppdet.engine INFO: Epoch: [7] [36400/54024] learning_rate: 0.000100 loss_class: 0.671226 loss_bbox: 0.100932 loss_giou: 0.460687 loss_class_aux: 4.077350 loss_bbox_aux: 0.700191 loss_giou_aux: 2.906021 loss_class_dn: 0.336919 loss_bbox_dn: 0.109389 loss_giou_dn: 0.350199 loss_class_aux_dn: 1.806127 loss_bbox_aux_dn: 0.677878 loss_giou_aux_dn: 1.981093 loss: 14.470086 eta: 35 days, 14:37:23 batch_cost: 0.8169 data_cost: 0.0009 ips: 9.7931 images/s [07/24 10:13:49] ppdet.engine INFO: Epoch: [7] [36500/54024] learning_rate: 0.000100 loss_class: 0.702358 loss_bbox: 0.115013 loss_giou: 0.526242 loss_class_aux: 4.329256 loss_bbox_aux: 0.753157 loss_giou_aux: 3.280327 loss_class_dn: 0.356499 loss_bbox_dn: 0.110376 loss_giou_dn: 0.403090 loss_class_aux_dn: 1.919518 loss_bbox_aux_dn: 0.679763 loss_giou_aux_dn: 2.302514 loss: 15.802806 eta: 35 days, 14:33:17 batch_cost: 0.7705 data_cost: 0.0009 ips: 10.3826 images/s [07/24 10:15:18] ppdet.engine INFO: Epoch: [7] [36600/54024] learning_rate: 0.000100 loss_class: 0.662990 loss_bbox: 0.105631 loss_giou: 0.443490 loss_class_aux: 4.164335 loss_bbox_aux: 0.678937 loss_giou_aux: 2.762535 loss_class_dn: 0.316386 loss_bbox_dn: 0.105176 loss_giou_dn: 0.345167 loss_class_aux_dn: 1.702084 loss_bbox_aux_dn: 0.636985 loss_giou_aux_dn: 1.937409 loss: 13.915209 eta: 35 days, 14:30:55 batch_cost: 0.8463 data_cost: 0.0009 ips: 9.4528 images/s [07/24 10:16:46] ppdet.engine INFO: Epoch: [7] [36700/54024] learning_rate: 0.000100 loss_class: 0.699198 loss_bbox: 0.116348 loss_giou: 0.473653 loss_class_aux: 4.287750 loss_bbox_aux: 0.741291 loss_giou_aux: 2.923669 loss_class_dn: 0.327444 loss_bbox_dn: 0.114520 loss_giou_dn: 0.374911 loss_class_aux_dn: 1.786192 loss_bbox_aux_dn: 0.680575 loss_giou_aux_dn: 2.116721 loss: 14.725098 eta: 35 days, 14:28:17 batch_cost: 0.8351 data_cost: 0.0009 ips: 9.5792 images/s [07/24 10:18:22] ppdet.engine INFO: Epoch: [7] [36800/54024] learning_rate: 0.000100 loss_class: 0.707484 loss_bbox: 0.111554 loss_giou: 0.482700 loss_class_aux: 4.474796 loss_bbox_aux: 0.736972 loss_giou_aux: 2.977409 loss_class_dn: 0.346896 loss_bbox_dn: 0.103467 loss_giou_dn: 0.371876 loss_class_aux_dn: 1.851099 loss_bbox_aux_dn: 0.651872 loss_giou_aux_dn: 2.118721 loss: 15.338940 eta: 35 days, 14:27:23 batch_cost: 0.9098 data_cost: 0.0010 ips: 8.7936 images/s [07/24 10:19:46] ppdet.engine INFO: Epoch: [7] [36900/54024] learning_rate: 0.000100 loss_class: 0.727271 loss_bbox: 0.118154 loss_giou: 0.525893 loss_class_aux: 4.553064 loss_bbox_aux: 0.792877 loss_giou_aux: 3.264152 loss_class_dn: 0.353141 loss_bbox_dn: 0.120084 loss_giou_dn: 0.402775 loss_class_aux_dn: 1.897846 loss_bbox_aux_dn: 0.710870 loss_giou_aux_dn: 2.271783 loss: 15.676687 eta: 35 days, 14:23:56 batch_cost: 0.7994 data_cost: 0.0010 ips: 10.0076 images/s [07/24 10:21:24] ppdet.engine INFO: Epoch: [7] [37000/54024] learning_rate: 0.000100 loss_class: 0.666325 loss_bbox: 0.109410 loss_giou: 0.518118 loss_class_aux: 4.176264 loss_bbox_aux: 0.729455 loss_giou_aux: 3.234648 loss_class_dn: 0.338599 loss_bbox_dn: 0.101144 loss_giou_dn: 0.368365 loss_class_aux_dn: 1.856089 loss_bbox_aux_dn: 0.621921 loss_giou_aux_dn: 2.139487 loss: 14.595909 eta: 35 days, 14:23:31 batch_cost: 0.9313 data_cost: 0.0127 ips: 8.5905 images/s [07/24 10:22:56] ppdet.engine INFO: Epoch: [7] [37100/54024] learning_rate: 0.000100 loss_class: 0.699727 loss_bbox: 0.114878 loss_giou: 0.468298 loss_class_aux: 4.346533 loss_bbox_aux: 0.760350 loss_giou_aux: 2.974927 loss_class_dn: 0.335725 loss_bbox_dn: 0.104795 loss_giou_dn: 0.380442 loss_class_aux_dn: 1.780472 loss_bbox_aux_dn: 0.641567 loss_giou_aux_dn: 2.127536 loss: 15.032071 eta: 35 days, 14:21:54 batch_cost: 0.8793 data_cost: 0.0010 ips: 9.0983 images/s [07/24 10:24:35] ppdet.engine INFO: Epoch: [7] [37200/54024] learning_rate: 0.000100 loss_class: 0.637629 loss_bbox: 0.107922 loss_giou: 0.510731 loss_class_aux: 3.962235 loss_bbox_aux: 0.713049 loss_giou_aux: 3.188715 loss_class_dn: 0.322766 loss_bbox_dn: 0.096662 loss_giou_dn: 0.375475 loss_class_aux_dn: 1.712709 loss_bbox_aux_dn: 0.589957 loss_giou_aux_dn: 2.092982 loss: 14.477899 eta: 35 days, 14:21:45 batch_cost: 0.9428 data_cost: 0.0921 ips: 8.4854 images/s [07/24 10:26:20] ppdet.engine INFO: Epoch: [7] [37300/54024] learning_rate: 0.000100 loss_class: 0.693762 loss_bbox: 0.115548 loss_giou: 0.531792 loss_class_aux: 4.282137 loss_bbox_aux: 0.743077 loss_giou_aux: 3.354607 loss_class_dn: 0.357430 loss_bbox_dn: 0.105361 loss_giou_dn: 0.406929 loss_class_aux_dn: 1.921185 loss_bbox_aux_dn: 0.648507 loss_giou_aux_dn: 2.320859 loss: 15.984430 eta: 35 days, 14:23:03 batch_cost: 1.0069 data_cost: 0.0010 ips: 7.9453 images/s [07/24 10:27:50] ppdet.engine INFO: Epoch: [7] [37400/54024] learning_rate: 0.000100 loss_class: 0.708807 loss_bbox: 0.118332 loss_giou: 0.467683 loss_class_aux: 4.472909 loss_bbox_aux: 0.769848 loss_giou_aux: 2.996388 loss_class_dn: 0.354263 loss_bbox_dn: 0.109212 loss_giou_dn: 0.370414 loss_class_aux_dn: 1.897627 loss_bbox_aux_dn: 0.665872 loss_giou_aux_dn: 2.122278 loss: 15.209093 eta: 35 days, 14:20:43 batch_cost: 0.8479 data_cost: 0.0011 ips: 9.4349 images/s [07/24 10:29:15] ppdet.engine INFO: Epoch: [7] [37500/54024] learning_rate: 0.000100 loss_class: 0.713301 loss_bbox: 0.117840 loss_giou: 0.520330 loss_class_aux: 4.387057 loss_bbox_aux: 0.782326 loss_giou_aux: 3.281161 loss_class_dn: 0.347010 loss_bbox_dn: 0.111359 loss_giou_dn: 0.401994 loss_class_aux_dn: 1.878969 loss_bbox_aux_dn: 0.695098 loss_giou_aux_dn: 2.298869 loss: 15.731981 eta: 35 days, 14:17:18 batch_cost: 0.8005 data_cost: 0.0010 ips: 9.9933 images/s [07/24 10:30:50] ppdet.engine INFO: Epoch: [7] [37600/54024] learning_rate: 0.000100 loss_class: 0.732081 loss_bbox: 0.120155 loss_giou: 0.501580 loss_class_aux: 4.613363 loss_bbox_aux: 0.783493 loss_giou_aux: 3.086107 loss_class_dn: 0.367721 loss_bbox_dn: 0.124082 loss_giou_dn: 0.385603 loss_class_aux_dn: 1.967816 loss_bbox_aux_dn: 0.744379 loss_giou_aux_dn: 2.231104 loss: 15.959484 eta: 35 days, 14:16:13 batch_cost: 0.9024 data_cost: 0.0657 ips: 8.8652 images/s [07/24 10:32:18] ppdet.engine INFO: Epoch: [7] [37700/54024] learning_rate: 0.000100 loss_class: 0.678971 loss_bbox: 0.113146 loss_giou: 0.516241 loss_class_aux: 4.198839 loss_bbox_aux: 0.754452 loss_giou_aux: 3.193330 loss_class_dn: 0.363229 loss_bbox_dn: 0.101519 loss_giou_dn: 0.403455 loss_class_aux_dn: 1.961091 loss_bbox_aux_dn: 0.633012 loss_giou_aux_dn: 2.348535 loss: 16.153946 eta: 35 days, 14:13:40 batch_cost: 0.8377 data_cost: 0.0070 ips: 9.5497 images/s [07/24 10:33:52] ppdet.engine INFO: Epoch: [7] [37800/54024] learning_rate: 0.000100 loss_class: 0.683214 loss_bbox: 0.110105 loss_giou: 0.487443 loss_class_aux: 4.201545 loss_bbox_aux: 0.750374 loss_giou_aux: 3.021623 loss_class_dn: 0.337344 loss_bbox_dn: 0.107090 loss_giou_dn: 0.383039 loss_class_aux_dn: 1.837001 loss_bbox_aux_dn: 0.645984 loss_giou_aux_dn: 2.192828 loss: 14.706549 eta: 35 days, 14:12:23 batch_cost: 0.8938 data_cost: 0.0537 ips: 8.9509 images/s [07/24 10:35:20] ppdet.engine INFO: Epoch: [7] [37900/54024] learning_rate: 0.000100 loss_class: 0.727274 loss_bbox: 0.120799 loss_giou: 0.490003 loss_class_aux: 4.498995 loss_bbox_aux: 0.801317 loss_giou_aux: 3.031761 loss_class_dn: 0.343775 loss_bbox_dn: 0.122613 loss_giou_dn: 0.363983 loss_class_aux_dn: 1.870501 loss_bbox_aux_dn: 0.751872 loss_giou_aux_dn: 2.106749 loss: 15.431501 eta: 35 days, 14:09:46 batch_cost: 0.8353 data_cost: 0.0010 ips: 9.5778 images/s [07/24 10:35:57] ppdet.data.transform.operators WARNING: The actual image height: 2048 is not equal to the height: 2196.0 in annotation, and update sample['h'] by actual image height. [07/24 10:35:57] ppdet.data.transform.operators WARNING: The actual image width: 2196 is not equal to the width: 2048.0 in annotation, and update sample['w'] by actual image width. [07/24 10:36:46] ppdet.engine INFO: Epoch: [7] [38000/54024] learning_rate: 0.000100 loss_class: 0.686006 loss_bbox: 0.113968 loss_giou: 0.562444 loss_class_aux: 4.310677 loss_bbox_aux: 0.751366 loss_giou_aux: 3.511522 loss_class_dn: 0.354106 loss_bbox_dn: 0.107390 loss_giou_dn: 0.414055 loss_class_aux_dn: 1.886141 loss_bbox_aux_dn: 0.658769 loss_giou_aux_dn: 2.321301 loss: 15.573725 eta: 35 days, 14:06:35 batch_cost: 0.8104 data_cost: 0.0011 ips: 9.8712 images/s [07/24 10:38:26] ppdet.engine INFO: Epoch: [7] [38100/54024] learning_rate: 0.000100 loss_class: 0.690218 loss_bbox: 0.115000 loss_giou: 0.493765 loss_class_aux: 4.287649 loss_bbox_aux: 0.730515 loss_giou_aux: 3.074477 loss_class_dn: 0.340465 loss_bbox_dn: 0.102469 loss_giou_dn: 0.384655 loss_class_aux_dn: 1.853892 loss_bbox_aux_dn: 0.648505 loss_giou_aux_dn: 2.184717 loss: 15.266561 eta: 35 days, 14:06:42 batch_cost: 0.9551 data_cost: 0.1326 ips: 8.3763 images/s [07/24 10:39:53] ppdet.engine INFO: Epoch: [7] [38200/54024] learning_rate: 0.000100 loss_class: 0.696787 loss_bbox: 0.114333 loss_giou: 0.491978 loss_class_aux: 4.325539 loss_bbox_aux: 0.749909 loss_giou_aux: 3.066123 loss_class_dn: 0.353406 loss_bbox_dn: 0.104096 loss_giou_dn: 0.384613 loss_class_aux_dn: 1.879671 loss_bbox_aux_dn: 0.652031 loss_giou_aux_dn: 2.195217 loss: 15.551104 eta: 35 days, 14:03:51 batch_cost: 0.8247 data_cost: 0.0314 ips: 9.7002 images/s [07/24 10:41:18] ppdet.engine INFO: Epoch: [7] [38300/54024] learning_rate: 0.000100 loss_class: 0.711127 loss_bbox: 0.107950 loss_giou: 0.452956 loss_class_aux: 4.442280 loss_bbox_aux: 0.722295 loss_giou_aux: 2.811700 loss_class_dn: 0.330228 loss_bbox_dn: 0.103586 loss_giou_dn: 0.352054 loss_class_aux_dn: 1.803330 loss_bbox_aux_dn: 0.638596 loss_giou_aux_dn: 2.047179 loss: 14.484583 eta: 35 days, 14:00:46 batch_cost: 0.8149 data_cost: 0.0011 ips: 9.8173 images/s [07/24 10:42:45] ppdet.engine INFO: Epoch: [7] [38400/54024] learning_rate: 0.000100 loss_class: 0.738000 loss_bbox: 0.115430 loss_giou: 0.494446 loss_class_aux: 4.608717 loss_bbox_aux: 0.759368 loss_giou_aux: 3.113263 loss_class_dn: 0.362908 loss_bbox_dn: 0.110449 loss_giou_dn: 0.388688 loss_class_aux_dn: 1.958516 loss_bbox_aux_dn: 0.699763 loss_giou_aux_dn: 2.216616 loss: 15.756960 eta: 35 days, 13:57:53 batch_cost: 0.8231 data_cost: 0.0219 ips: 9.7188 images/s [07/24 10:44:19] ppdet.engine INFO: Epoch: [7] [38500/54024] learning_rate: 0.000100 loss_class: 0.712934 loss_bbox: 0.118163 loss_giou: 0.544674 loss_class_aux: 4.373017 loss_bbox_aux: 0.764635 loss_giou_aux: 3.404051 loss_class_dn: 0.359755 loss_bbox_dn: 0.105581 loss_giou_dn: 0.403918 loss_class_aux_dn: 1.970643 loss_bbox_aux_dn: 0.669025 loss_giou_aux_dn: 2.347192 loss: 16.314635 eta: 35 days, 13:56:29 batch_cost: 0.8882 data_cost: 0.0142 ips: 9.0073 images/s [07/24 10:45:55] ppdet.engine INFO: Epoch: [7] [38600/54024] learning_rate: 0.000100 loss_class: 0.675632 loss_bbox: 0.109739 loss_giou: 0.451818 loss_class_aux: 4.210420 loss_bbox_aux: 0.737055 loss_giou_aux: 2.879562 loss_class_dn: 0.333751 loss_bbox_dn: 0.107110 loss_giou_dn: 0.364949 loss_class_aux_dn: 1.801845 loss_bbox_aux_dn: 0.672353 loss_giou_aux_dn: 2.068587 loss: 14.647754 eta: 35 days, 13:55:43 batch_cost: 0.9162 data_cost: 0.0229 ips: 8.7318 images/s [07/24 10:47:22] ppdet.engine INFO: Epoch: [7] [38700/54024] learning_rate: 0.000100 loss_class: 0.743273 loss_bbox: 0.115625 loss_giou: 0.552323 loss_class_aux: 4.604275 loss_bbox_aux: 0.728641 loss_giou_aux: 3.463069 loss_class_dn: 0.366938 loss_bbox_dn: 0.114019 loss_giou_dn: 0.412676 loss_class_aux_dn: 1.974472 loss_bbox_aux_dn: 0.676039 loss_giou_aux_dn: 2.325295 loss: 16.409965 eta: 35 days, 13:52:52 batch_cost: 0.8251 data_cost: 0.0010 ips: 9.6960 images/s [07/24 10:48:45] ppdet.engine INFO: Epoch: [7] [38800/54024] learning_rate: 0.000100 loss_class: 0.736371 loss_bbox: 0.120946 loss_giou: 0.515839 loss_class_aux: 4.590230 loss_bbox_aux: 0.803809 loss_giou_aux: 3.192415 loss_class_dn: 0.352621 loss_bbox_dn: 0.116255 loss_giou_dn: 0.395928 loss_class_aux_dn: 1.917668 loss_bbox_aux_dn: 0.709439 loss_giou_aux_dn: 2.280261 loss: 15.642317 eta: 35 days, 13:49:04 batch_cost: 0.7824 data_cost: 0.0010 ips: 10.2250 images/s [07/24 10:50:32] ppdet.engine INFO: Epoch: [7] [38900/54024] learning_rate: 0.000100 loss_class: 0.677942 loss_bbox: 0.115077 loss_giou: 0.502324 loss_class_aux: 4.214908 loss_bbox_aux: 0.762307 loss_giou_aux: 3.092139 loss_class_dn: 0.358817 loss_bbox_dn: 0.105114 loss_giou_dn: 0.390507 loss_class_aux_dn: 1.923052 loss_bbox_aux_dn: 0.642647 loss_giou_aux_dn: 2.230433 loss: 15.508364 eta: 35 days, 13:50:54 batch_cost: 1.0313 data_cost: 0.0349 ips: 7.7575 images/s [07/24 10:51:58] ppdet.engine INFO: Epoch: [7] [39000/54024] learning_rate: 0.000100 loss_class: 0.737278 loss_bbox: 0.114229 loss_giou: 0.541905 loss_class_aux: 4.625285 loss_bbox_aux: 0.754897 loss_giou_aux: 3.337488 loss_class_dn: 0.372598 loss_bbox_dn: 0.112260 loss_giou_dn: 0.407053 loss_class_aux_dn: 1.993934 loss_bbox_aux_dn: 0.666277 loss_giou_aux_dn: 2.339211 loss: 16.267026 eta: 35 days, 13:47:51 batch_cost: 0.8158 data_cost: 0.0163 ips: 9.8068 images/s [07/24 10:53:36] ppdet.engine INFO: Epoch: [7] [39100/54024] learning_rate: 0.000100 loss_class: 0.695178 loss_bbox: 0.117595 loss_giou: 0.480444 loss_class_aux: 4.283837 loss_bbox_aux: 0.758357 loss_giou_aux: 3.011363 loss_class_dn: 0.342939 loss_bbox_dn: 0.115026 loss_giou_dn: 0.379839 loss_class_aux_dn: 1.858382 loss_bbox_aux_dn: 0.687512 loss_giou_aux_dn: 2.131728 loss: 14.804135 eta: 35 days, 13:47:30 batch_cost: 0.9348 data_cost: 0.0712 ips: 8.5578 images/s [07/24 10:55:07] ppdet.engine INFO: Epoch: [7] [39200/54024] learning_rate: 0.000100 loss_class: 0.721447 loss_bbox: 0.117869 loss_giou: 0.517213 loss_class_aux: 4.533665 loss_bbox_aux: 0.746454 loss_giou_aux: 3.196965 loss_class_dn: 0.348892 loss_bbox_dn: 0.111706 loss_giou_dn: 0.392327 loss_class_aux_dn: 1.898073 loss_bbox_aux_dn: 0.670700 loss_giou_aux_dn: 2.252786 loss: 15.588474 eta: 35 days, 13:45:28 batch_cost: 0.8602 data_cost: 0.0141 ips: 9.3005 images/s [07/24 10:56:31] ppdet.engine INFO: Epoch: [7] [39300/54024] learning_rate: 0.000100 loss_class: 0.715359 loss_bbox: 0.111813 loss_giou: 0.466099 loss_class_aux: 4.404213 loss_bbox_aux: 0.754717 loss_giou_aux: 2.927477 loss_class_dn: 0.331433 loss_bbox_dn: 0.116105 loss_giou_dn: 0.374905 loss_class_aux_dn: 1.777793 loss_bbox_aux_dn: 0.720480 loss_giou_aux_dn: 2.090351 loss: 14.514991 eta: 35 days, 13:41:59 batch_cost: 0.7965 data_cost: 0.0195 ips: 10.0438 images/s [07/24 10:57:54] ppdet.engine INFO: Epoch: [7] [39400/54024] learning_rate: 0.000100 loss_class: 0.731878 loss_bbox: 0.116349 loss_giou: 0.546354 loss_class_aux: 4.546338 loss_bbox_aux: 0.749373 loss_giou_aux: 3.455793 loss_class_dn: 0.367272 loss_bbox_dn: 0.110716 loss_giou_dn: 0.408192 loss_class_aux_dn: 1.996553 loss_bbox_aux_dn: 0.679773 loss_giou_aux_dn: 2.308869 loss: 16.102411 eta: 35 days, 13:38:22 batch_cost: 0.7907 data_cost: 0.0010 ips: 10.1177 images/s [07/24 10:59:28] ppdet.engine INFO: Epoch: [7] [39500/54024] learning_rate: 0.000100 loss_class: 0.683523 loss_bbox: 0.113198 loss_giou: 0.514122 loss_class_aux: 4.229139 loss_bbox_aux: 0.729877 loss_giou_aux: 3.263550 loss_class_dn: 0.360252 loss_bbox_dn: 0.105693 loss_giou_dn: 0.386829 loss_class_aux_dn: 1.910783 loss_bbox_aux_dn: 0.637029 loss_giou_aux_dn: 2.198806 loss: 16.058776 eta: 35 days, 13:36:58 batch_cost: 0.8884 data_cost: 0.0160 ips: 9.0047 images/s [07/24 11:01:17] ppdet.engine INFO: Epoch: [7] [39600/54024] learning_rate: 0.000100 loss_class: 0.682320 loss_bbox: 0.113027 loss_giou: 0.481697 loss_class_aux: 4.372478 loss_bbox_aux: 0.758445 loss_giou_aux: 3.127912 loss_class_dn: 0.338016 loss_bbox_dn: 0.108726 loss_giou_dn: 0.387681 loss_class_aux_dn: 1.847626 loss_bbox_aux_dn: 0.661979 loss_giou_aux_dn: 2.228423 loss: 14.950301 eta: 35 days, 13:39:08 batch_cost: 1.0460 data_cost: 0.0011 ips: 7.6483 images/s [07/24 11:02:42] ppdet.engine INFO: Epoch: [7] [39700/54024] learning_rate: 0.000100 loss_class: 0.709150 loss_bbox: 0.109916 loss_giou: 0.509476 loss_class_aux: 4.500730 loss_bbox_aux: 0.739387 loss_giou_aux: 3.150309 loss_class_dn: 0.349453 loss_bbox_dn: 0.111919 loss_giou_dn: 0.408581 loss_class_aux_dn: 1.905301 loss_bbox_aux_dn: 0.682418 loss_giou_aux_dn: 2.310265 loss: 15.364789 eta: 35 days, 13:35:54 batch_cost: 0.8071 data_cost: 0.0010 ips: 9.9125 images/s [07/24 11:04:11] ppdet.engine INFO: Epoch: [7] [39800/54024] learning_rate: 0.000100 loss_class: 0.721745 loss_bbox: 0.116336 loss_giou: 0.513782 loss_class_aux: 4.554132 loss_bbox_aux: 0.760527 loss_giou_aux: 3.179607 loss_class_dn: 0.353713 loss_bbox_dn: 0.107504 loss_giou_dn: 0.403837 loss_class_aux_dn: 1.938949 loss_bbox_aux_dn: 0.672216 loss_giou_aux_dn: 2.245925 loss: 15.795520 eta: 35 days, 13:33:25 batch_cost: 0.8411 data_cost: 0.0010 ips: 9.5113 images/s [07/24 11:05:45] ppdet.engine INFO: Epoch: [7] [39900/54024] learning_rate: 0.000100 loss_class: 0.706423 loss_bbox: 0.115316 loss_giou: 0.485630 loss_class_aux: 4.452112 loss_bbox_aux: 0.764250 loss_giou_aux: 3.043517 loss_class_dn: 0.351749 loss_bbox_dn: 0.105578 loss_giou_dn: 0.379690 loss_class_aux_dn: 1.927737 loss_bbox_aux_dn: 0.641582 loss_giou_aux_dn: 2.155847 loss: 15.412446 eta: 35 days, 13:32:15 batch_cost: 0.8985 data_cost: 0.0010 ips: 8.9042 images/s [07/24 11:07:15] ppdet.engine INFO: Epoch: [7] [40000/54024] learning_rate: 0.000100 loss_class: 0.699461 loss_bbox: 0.111774 loss_giou: 0.501735 loss_class_aux: 4.280638 loss_bbox_aux: 0.711643 loss_giou_aux: 3.167485 loss_class_dn: 0.348335 loss_bbox_dn: 0.103849 loss_giou_dn: 0.387627 loss_class_aux_dn: 1.905955 loss_bbox_aux_dn: 0.658822 loss_giou_aux_dn: 2.165520 loss: 15.335742 eta: 35 days, 13:30:02 batch_cost: 0.8519 data_cost: 0.0100 ips: 9.3907 images/s [07/24 11:08:48] ppdet.engine INFO: Epoch: [7] [40100/54024] learning_rate: 0.000100 loss_class: 0.692426 loss_bbox: 0.109662 loss_giou: 0.477471 loss_class_aux: 4.243690 loss_bbox_aux: 0.707556 loss_giou_aux: 3.014790 loss_class_dn: 0.331237 loss_bbox_dn: 0.107935 loss_giou_dn: 0.376147 loss_class_aux_dn: 1.795717 loss_bbox_aux_dn: 0.655763 loss_giou_aux_dn: 2.131382 loss: 14.694095 eta: 35 days, 13:28:27 batch_cost: 0.8808 data_cost: 0.0010 ips: 9.0828 images/s [07/24 11:10:13] ppdet.engine INFO: Epoch: [7] [40200/54024] learning_rate: 0.000100 loss_class: 0.698234 loss_bbox: 0.115750 loss_giou: 0.502572 loss_class_aux: 4.316481 loss_bbox_aux: 0.763882 loss_giou_aux: 3.143294 loss_class_dn: 0.343973 loss_bbox_dn: 0.108453 loss_giou_dn: 0.391902 loss_class_aux_dn: 1.871046 loss_bbox_aux_dn: 0.663674 loss_giou_aux_dn: 2.236960 loss: 15.465328 eta: 35 days, 13:25:11 batch_cost: 0.8053 data_cost: 0.0011 ips: 9.9343 images/s [07/24 11:11:51] ppdet.engine INFO: Epoch: [7] [40300/54024] learning_rate: 0.000100 loss_class: 0.668658 loss_bbox: 0.106062 loss_giou: 0.494293 loss_class_aux: 4.177650 loss_bbox_aux: 0.692080 loss_giou_aux: 3.141036 loss_class_dn: 0.331241 loss_bbox_dn: 0.087091 loss_giou_dn: 0.379689 loss_class_aux_dn: 1.824014 loss_bbox_aux_dn: 0.561640 loss_giou_aux_dn: 2.157208 loss: 14.409268 eta: 35 days, 13:24:54 batch_cost: 0.9382 data_cost: 0.1230 ips: 8.5267 images/s [07/24 11:13:36] ppdet.engine INFO: Epoch: [7] [40400/54024] learning_rate: 0.000100 loss_class: 0.701621 loss_bbox: 0.117962 loss_giou: 0.520370 loss_class_aux: 4.457198 loss_bbox_aux: 0.767107 loss_giou_aux: 3.285934 loss_class_dn: 0.373297 loss_bbox_dn: 0.108700 loss_giou_dn: 0.397909 loss_class_aux_dn: 2.018574 loss_bbox_aux_dn: 0.674792 loss_giou_aux_dn: 2.281290 loss: 16.235126 eta: 35 days, 13:26:02 batch_cost: 1.0007 data_cost: 0.0011 ips: 7.9946 images/s [07/24 11:15:04] ppdet.engine INFO: Epoch: [7] [40500/54024] learning_rate: 0.000100 loss_class: 0.673037 loss_bbox: 0.107464 loss_giou: 0.483131 loss_class_aux: 4.174427 loss_bbox_aux: 0.700567 loss_giou_aux: 3.008127 loss_class_dn: 0.341819 loss_bbox_dn: 0.095798 loss_giou_dn: 0.356877 loss_class_aux_dn: 1.835964 loss_bbox_aux_dn: 0.600567 loss_giou_aux_dn: 2.041403 loss: 14.872400 eta: 35 days, 13:23:37 batch_cost: 0.8434 data_cost: 0.0549 ips: 9.4858 images/s [07/24 11:16:27] ppdet.engine INFO: Epoch: [7] [40600/54024] learning_rate: 0.000100 loss_class: 0.689263 loss_bbox: 0.115003 loss_giou: 0.463123 loss_class_aux: 4.291282 loss_bbox_aux: 0.747723 loss_giou_aux: 2.944305 loss_class_dn: 0.340449 loss_bbox_dn: 0.120418 loss_giou_dn: 0.377647 loss_class_aux_dn: 1.857156 loss_bbox_aux_dn: 0.737568 loss_giou_aux_dn: 2.144642 loss: 15.007996 eta: 35 days, 13:19:50 batch_cost: 0.7824 data_cost: 0.0010 ips: 10.2254 images/s [07/24 11:18:03] ppdet.engine INFO: Epoch: [7] [40700/54024] learning_rate: 0.000100 loss_class: 0.693542 loss_bbox: 0.107358 loss_giou: 0.504258 loss_class_aux: 4.328232 loss_bbox_aux: 0.681077 loss_giou_aux: 3.194217 loss_class_dn: 0.345198 loss_bbox_dn: 0.104555 loss_giou_dn: 0.401614 loss_class_aux_dn: 1.837060 loss_bbox_aux_dn: 0.647217 loss_giou_aux_dn: 2.271875 loss: 15.087907 eta: 35 days, 13:18:59 batch_cost: 0.9130 data_cost: 0.0010 ips: 8.7624 images/s [07/24 11:19:36] ppdet.engine INFO: Epoch: [7] [40800/54024] learning_rate: 0.000100 loss_class: 0.725176 loss_bbox: 0.122790 loss_giou: 0.515070 loss_class_aux: 4.516296 loss_bbox_aux: 0.788650 loss_giou_aux: 3.252452 loss_class_dn: 0.355413 loss_bbox_dn: 0.113590 loss_giou_dn: 0.389172 loss_class_aux_dn: 1.938939 loss_bbox_aux_dn: 0.680625 loss_giou_aux_dn: 2.241268 loss: 15.708321 eta: 35 days, 13:17:22 batch_cost: 0.8786 data_cost: 0.0010 ips: 9.1058 images/s [07/24 11:21:14] ppdet.engine INFO: Epoch: [7] [40900/54024] learning_rate: 0.000100 loss_class: 0.709987 loss_bbox: 0.110691 loss_giou: 0.502907 loss_class_aux: 4.323960 loss_bbox_aux: 0.694439 loss_giou_aux: 3.130736 loss_class_dn: 0.337162 loss_bbox_dn: 0.109602 loss_giou_dn: 0.384928 loss_class_aux_dn: 1.829186 loss_bbox_aux_dn: 0.651703 loss_giou_aux_dn: 2.165385 loss: 14.944154 eta: 35 days, 13:16:59 batch_cost: 0.9341 data_cost: 0.0042 ips: 8.5643 images/s [07/24 11:22:48] ppdet.engine INFO: Epoch: [7] [41000/54024] learning_rate: 0.000100 loss_class: 0.704126 loss_bbox: 0.123305 loss_giou: 0.475803 loss_class_aux: 4.393953 loss_bbox_aux: 0.807565 loss_giou_aux: 2.983770 loss_class_dn: 0.346463 loss_bbox_dn: 0.113289 loss_giou_dn: 0.368095 loss_class_aux_dn: 1.879120 loss_bbox_aux_dn: 0.687565 loss_giou_aux_dn: 2.098585 loss: 15.447705 eta: 35 days, 13:15:49 batch_cost: 0.8987 data_cost: 0.0637 ips: 8.9020 images/s [07/24 11:24:08] ppdet.engine INFO: Epoch: [7] [41100/54024] learning_rate: 0.000100 loss_class: 0.692592 loss_bbox: 0.115471 loss_giou: 0.527594 loss_class_aux: 4.338650 loss_bbox_aux: 0.736542 loss_giou_aux: 3.332008 loss_class_dn: 0.359643 loss_bbox_dn: 0.105278 loss_giou_dn: 0.419547 loss_class_aux_dn: 1.917203 loss_bbox_aux_dn: 0.648583 loss_giou_aux_dn: 2.368764 loss: 15.434694 eta: 35 days, 13:11:30 batch_cost: 0.7585 data_cost: 0.0009 ips: 10.5466 images/s [07/24 11:25:33] ppdet.engine INFO: Epoch: [7] [41200/54024] learning_rate: 0.000100 loss_class: 0.717587 loss_bbox: 0.115274 loss_giou: 0.504556 loss_class_aux: 4.537708 loss_bbox_aux: 0.761565 loss_giou_aux: 3.169372 loss_class_dn: 0.353360 loss_bbox_dn: 0.117200 loss_giou_dn: 0.390334 loss_class_aux_dn: 1.910955 loss_bbox_aux_dn: 0.693878 loss_giou_aux_dn: 2.226431 loss: 15.707046 eta: 35 days, 13:08:13 batch_cost: 0.8042 data_cost: 0.0009 ips: 9.9475 images/s [07/24 11:26:58] ppdet.engine INFO: Epoch: [7] [41300/54024] learning_rate: 0.000100 loss_class: 0.711833 loss_bbox: 0.112521 loss_giou: 0.507660 loss_class_aux: 4.457994 loss_bbox_aux: 0.750804 loss_giou_aux: 3.196009 loss_class_dn: 0.364311 loss_bbox_dn: 0.105304 loss_giou_dn: 0.383206 loss_class_aux_dn: 1.927382 loss_bbox_aux_dn: 0.659682 loss_giou_aux_dn: 2.227297 loss: 15.524819 eta: 35 days, 13:04:54 batch_cost: 0.8033 data_cost: 0.0014 ips: 9.9591 images/s [07/24 11:28:32] ppdet.engine INFO: Epoch: [7] [41400/54024] learning_rate: 0.000100 loss_class: 0.685897 loss_bbox: 0.108473 loss_giou: 0.481231 loss_class_aux: 4.315552 loss_bbox_aux: 0.730472 loss_giou_aux: 3.006856 loss_class_dn: 0.345339 loss_bbox_dn: 0.106070 loss_giou_dn: 0.380952 loss_class_aux_dn: 1.851415 loss_bbox_aux_dn: 0.621240 loss_giou_aux_dn: 2.123390 loss: 14.481811 eta: 35 days, 13:03:34 batch_cost: 0.8916 data_cost: 0.0767 ips: 8.9730 images/s [07/24 11:30:19] ppdet.engine INFO: Epoch: [7] [41500/54024] learning_rate: 0.000100 loss_class: 0.679675 loss_bbox: 0.111965 loss_giou: 0.497654 loss_class_aux: 4.184209 loss_bbox_aux: 0.746952 loss_giou_aux: 3.119530 loss_class_dn: 0.345703 loss_bbox_dn: 0.106257 loss_giou_dn: 0.383397 loss_class_aux_dn: 1.866122 loss_bbox_aux_dn: 0.661725 loss_giou_aux_dn: 2.179386 loss: 15.300537 eta: 35 days, 13:05:13 batch_cost: 1.0236 data_cost: 0.0834 ips: 7.8152 images/s [07/24 11:31:47] ppdet.engine INFO: Epoch: [7] [41600/54024] learning_rate: 0.000100 loss_class: 0.697596 loss_bbox: 0.111165 loss_giou: 0.498536 loss_class_aux: 4.302994 loss_bbox_aux: 0.715451 loss_giou_aux: 3.090746 loss_class_dn: 0.343587 loss_bbox_dn: 0.099785 loss_giou_dn: 0.382837 loss_class_aux_dn: 1.848518 loss_bbox_aux_dn: 0.604270 loss_giou_aux_dn: 2.163033 loss: 14.882271 eta: 35 days, 13:02:34 batch_cost: 0.8330 data_cost: 0.0009 ips: 9.6042 images/s [07/24 11:33:22] ppdet.engine INFO: Epoch: [7] [41700/54024] learning_rate: 0.000100 loss_class: 0.700908 loss_bbox: 0.118295 loss_giou: 0.494651 loss_class_aux: 4.332396 loss_bbox_aux: 0.774804 loss_giou_aux: 3.065006 loss_class_dn: 0.358555 loss_bbox_dn: 0.106080 loss_giou_dn: 0.385383 loss_class_aux_dn: 1.911081 loss_bbox_aux_dn: 0.665416 loss_giou_aux_dn: 2.180822 loss: 15.512290 eta: 35 days, 13:01:35 batch_cost: 0.9070 data_cost: 0.0567 ips: 8.8200 images/s [07/24 11:35:16] ppdet.engine INFO: Epoch: [7] [41800/54024] learning_rate: 0.000100 loss_class: 0.703480 loss_bbox: 0.113381 loss_giou: 0.499040 loss_class_aux: 4.331282 loss_bbox_aux: 0.730330 loss_giou_aux: 3.123606 loss_class_dn: 0.344215 loss_bbox_dn: 0.103823 loss_giou_dn: 0.385269 loss_class_aux_dn: 1.895879 loss_bbox_aux_dn: 0.615426 loss_giou_aux_dn: 2.197784 loss: 15.047539 eta: 35 days, 13:04:43 batch_cost: 1.0904 data_cost: 0.1949 ips: 7.3370 images/s [07/24 11:37:05] ppdet.engine INFO: Epoch: [7] [41900/54024] learning_rate: 0.000100 loss_class: 0.698151 loss_bbox: 0.106899 loss_giou: 0.480686 loss_class_aux: 4.352819 loss_bbox_aux: 0.727854 loss_giou_aux: 3.009533 loss_class_dn: 0.327266 loss_bbox_dn: 0.100454 loss_giou_dn: 0.377211 loss_class_aux_dn: 1.794650 loss_bbox_aux_dn: 0.616440 loss_giou_aux_dn: 2.147356 loss: 14.693366 eta: 35 days, 13:06:49 batch_cost: 1.0451 data_cost: 0.2382 ips: 7.6549 images/s [07/24 11:38:34] ppdet.engine INFO: Epoch: [7] [42000/54024] learning_rate: 0.000100 loss_class: 0.670277 loss_bbox: 0.104131 loss_giou: 0.465407 loss_class_aux: 4.175234 loss_bbox_aux: 0.706394 loss_giou_aux: 2.937946 loss_class_dn: 0.326884 loss_bbox_dn: 0.099058 loss_giou_dn: 0.369763 loss_class_aux_dn: 1.776982 loss_bbox_aux_dn: 0.621137 loss_giou_aux_dn: 2.105096 loss: 14.189251 eta: 35 days, 13:04:23 batch_cost: 0.8421 data_cost: 0.0286 ips: 9.5001 images/s [07/24 11:40:11] ppdet.engine INFO: Epoch: [7] [42100/54024] learning_rate: 0.000100 loss_class: 0.651882 loss_bbox: 0.104577 loss_giou: 0.494227 loss_class_aux: 4.049597 loss_bbox_aux: 0.691363 loss_giou_aux: 3.062071 loss_class_dn: 0.332049 loss_bbox_dn: 0.100513 loss_giou_dn: 0.378069 loss_class_aux_dn: 1.756535 loss_bbox_aux_dn: 0.621338 loss_giou_aux_dn: 2.180604 loss: 14.900476 eta: 35 days, 13:03:48 batch_cost: 0.9248 data_cost: 0.0414 ips: 8.6506 images/s [07/24 11:41:48] ppdet.engine INFO: Epoch: [7] [42200/54024] learning_rate: 0.000100 loss_class: 0.688238 loss_bbox: 0.110423 loss_giou: 0.498479 loss_class_aux: 4.351689 loss_bbox_aux: 0.717424 loss_giou_aux: 3.093038 loss_class_dn: 0.344540 loss_bbox_dn: 0.110013 loss_giou_dn: 0.389521 loss_class_aux_dn: 1.855528 loss_bbox_aux_dn: 0.662789 loss_giou_aux_dn: 2.210404 loss: 15.096979 eta: 35 days, 13:03:13 batch_cost: 0.9254 data_cost: 0.0457 ips: 8.6447 images/s [07/24 11:43:16] ppdet.engine INFO: Epoch: [7] [42300/54024] learning_rate: 0.000100 loss_class: 0.682299 loss_bbox: 0.109530 loss_giou: 0.454057 loss_class_aux: 4.296160 loss_bbox_aux: 0.707797 loss_giou_aux: 2.826341 loss_class_dn: 0.331827 loss_bbox_dn: 0.107336 loss_giou_dn: 0.375605 loss_class_aux_dn: 1.805418 loss_bbox_aux_dn: 0.657843 loss_giou_aux_dn: 2.152258 loss: 14.786556 eta: 35 days, 13:00:26 batch_cost: 0.8264 data_cost: 0.0010 ips: 9.6804 images/s [07/24 11:44:49] ppdet.engine INFO: Epoch: [7] [42400/54024] learning_rate: 0.000100 loss_class: 0.691481 loss_bbox: 0.112202 loss_giou: 0.510034 loss_class_aux: 4.302026 loss_bbox_aux: 0.718584 loss_giou_aux: 3.170731 loss_class_dn: 0.350547 loss_bbox_dn: 0.105505 loss_giou_dn: 0.396133 loss_class_aux_dn: 1.876038 loss_bbox_aux_dn: 0.645631 loss_giou_aux_dn: 2.259396 loss: 15.299648 eta: 35 days, 12:59:02 batch_cost: 0.8889 data_cost: 0.0010 ips: 8.9999 images/s [07/24 11:46:20] ppdet.engine INFO: Epoch: [7] [42500/54024] learning_rate: 0.000100 loss_class: 0.703065 loss_bbox: 0.116056 loss_giou: 0.550066 loss_class_aux: 4.383081 loss_bbox_aux: 0.772660 loss_giou_aux: 3.479858 loss_class_dn: 0.360818 loss_bbox_dn: 0.110019 loss_giou_dn: 0.426039 loss_class_aux_dn: 1.922702 loss_bbox_aux_dn: 0.701455 loss_giou_aux_dn: 2.383849 loss: 16.310794 eta: 35 days, 12:57:02 batch_cost: 0.8612 data_cost: 0.0011 ips: 9.2893 images/s [07/24 11:47:54] ppdet.engine INFO: Epoch: [7] [42600/54024] learning_rate: 0.000100 loss_class: 0.710998 loss_bbox: 0.115970 loss_giou: 0.557762 loss_class_aux: 4.367767 loss_bbox_aux: 0.764200 loss_giou_aux: 3.468818 loss_class_dn: 0.364197 loss_bbox_dn: 0.105056 loss_giou_dn: 0.415744 loss_class_aux_dn: 1.958779 loss_bbox_aux_dn: 0.656506 loss_giou_aux_dn: 2.349187 loss: 15.987221 eta: 35 days, 12:55:59 batch_cost: 0.9041 data_cost: 0.0256 ips: 8.8487 images/s [07/24 11:49:28] ppdet.engine INFO: Epoch: [7] [42700/54024] learning_rate: 0.000100 loss_class: 0.761381 loss_bbox: 0.121288 loss_giou: 0.552424 loss_class_aux: 4.719186 loss_bbox_aux: 0.799402 loss_giou_aux: 3.467812 loss_class_dn: 0.385017 loss_bbox_dn: 0.114831 loss_giou_dn: 0.427699 loss_class_aux_dn: 2.056787 loss_bbox_aux_dn: 0.697738 loss_giou_aux_dn: 2.436871 loss: 16.606451 eta: 35 days, 12:54:37 batch_cost: 0.8902 data_cost: 0.0011 ips: 8.9863 images/s [07/24 11:50:57] ppdet.engine INFO: Epoch: [7] [42800/54024] learning_rate: 0.000100 loss_class: 0.684422 loss_bbox: 0.112676 loss_giou: 0.469787 loss_class_aux: 4.249280 loss_bbox_aux: 0.705930 loss_giou_aux: 2.930693 loss_class_dn: 0.336598 loss_bbox_dn: 0.106283 loss_giou_dn: 0.370849 loss_class_aux_dn: 1.801728 loss_bbox_aux_dn: 0.638182 loss_giou_aux_dn: 2.123188 loss: 14.505091 eta: 35 days, 12:52:16 batch_cost: 0.8458 data_cost: 0.0425 ips: 9.4586 images/s [07/24 11:52:30] ppdet.engine INFO: Epoch: [7] [42900/54024] learning_rate: 0.000100 loss_class: 0.702868 loss_bbox: 0.119615 loss_giou: 0.499120 loss_class_aux: 4.298975 loss_bbox_aux: 0.794192 loss_giou_aux: 3.132935 loss_class_dn: 0.353055 loss_bbox_dn: 0.106092 loss_giou_dn: 0.389007 loss_class_aux_dn: 1.903279 loss_bbox_aux_dn: 0.638913 loss_giou_aux_dn: 2.193013 loss: 15.558918 eta: 35 days, 12:50:43 batch_cost: 0.8820 data_cost: 0.1194 ips: 9.0700 images/s [07/24 11:54:01] ppdet.engine INFO: Epoch: [7] [43000/54024] learning_rate: 0.000100 loss_class: 0.697717 loss_bbox: 0.109446 loss_giou: 0.483266 loss_class_aux: 4.374222 loss_bbox_aux: 0.707368 loss_giou_aux: 3.025200 loss_class_dn: 0.343013 loss_bbox_dn: 0.104521 loss_giou_dn: 0.373999 loss_class_aux_dn: 1.849260 loss_bbox_aux_dn: 0.649793 loss_giou_aux_dn: 2.099643 loss: 14.916774 eta: 35 days, 12:48:49 batch_cost: 0.8661 data_cost: 0.0532 ips: 9.2373 images/s [07/24 11:55:31] ppdet.engine INFO: Epoch: [7] [43100/54024] learning_rate: 0.000100 loss_class: 0.631809 loss_bbox: 0.110338 loss_giou: 0.499197 loss_class_aux: 4.031026 loss_bbox_aux: 0.752339 loss_giou_aux: 3.128066 loss_class_dn: 0.324559 loss_bbox_dn: 0.107254 loss_giou_dn: 0.373263 loss_class_aux_dn: 1.755929 loss_bbox_aux_dn: 0.671303 loss_giou_aux_dn: 2.092261 loss: 14.131392 eta: 35 days, 12:46:40 batch_cost: 0.8546 data_cost: 0.0010 ips: 9.3609 images/s [07/24 11:57:09] ppdet.engine INFO: Epoch: [7] [43200/54024] learning_rate: 0.000100 loss_class: 0.705817 loss_bbox: 0.116293 loss_giou: 0.505043 loss_class_aux: 4.370241 loss_bbox_aux: 0.776182 loss_giou_aux: 3.150675 loss_class_dn: 0.357808 loss_bbox_dn: 0.114378 loss_giou_dn: 0.402446 loss_class_aux_dn: 1.949952 loss_bbox_aux_dn: 0.700072 loss_giou_aux_dn: 2.303196 loss: 16.355727 eta: 35 days, 12:46:14 batch_cost: 0.9321 data_cost: 0.0010 ips: 8.5828 images/s [07/24 11:58:43] ppdet.engine INFO: Epoch: [7] [43300/54024] learning_rate: 0.000100 loss_class: 0.694396 loss_bbox: 0.112265 loss_giou: 0.471782 loss_class_aux: 4.298315 loss_bbox_aux: 0.747332 loss_giou_aux: 2.969093 loss_class_dn: 0.336722 loss_bbox_dn: 0.108329 loss_giou_dn: 0.381053 loss_class_aux_dn: 1.827899 loss_bbox_aux_dn: 0.642171 loss_giou_aux_dn: 2.138478 loss: 15.037127 eta: 35 days, 12:44:58 batch_cost: 0.8947 data_cost: 0.0009 ips: 8.9415 images/s [07/24 12:00:13] ppdet.engine INFO: Epoch: [7] [43400/54024] learning_rate: 0.000100 loss_class: 0.734875 loss_bbox: 0.121195 loss_giou: 0.506658 loss_class_aux: 4.630295 loss_bbox_aux: 0.801938 loss_giou_aux: 3.231049 loss_class_dn: 0.372486 loss_bbox_dn: 0.120553 loss_giou_dn: 0.402469 loss_class_aux_dn: 1.971626 loss_bbox_aux_dn: 0.764382 loss_giou_aux_dn: 2.323136 loss: 16.369129 eta: 35 days, 12:42:51 batch_cost: 0.8564 data_cost: 0.0675 ips: 9.3419 images/s [07/24 12:01:54] ppdet.engine INFO: Epoch: [7] [43500/54024] learning_rate: 0.000100 loss_class: 0.688998 loss_bbox: 0.114743 loss_giou: 0.503519 loss_class_aux: 4.198567 loss_bbox_aux: 0.717955 loss_giou_aux: 3.102689 loss_class_dn: 0.347418 loss_bbox_dn: 0.106318 loss_giou_dn: 0.390124 loss_class_aux_dn: 1.852344 loss_bbox_aux_dn: 0.638523 loss_giou_aux_dn: 2.223771 loss: 15.341027 eta: 35 days, 12:43:15 batch_cost: 0.9689 data_cost: 0.0010 ips: 8.2565 images/s [07/24 12:03:26] ppdet.engine INFO: Epoch: [7] [43600/54024] learning_rate: 0.000100 loss_class: 0.694563 loss_bbox: 0.108496 loss_giou: 0.478721 loss_class_aux: 4.297374 loss_bbox_aux: 0.693342 loss_giou_aux: 3.020925 loss_class_dn: 0.358116 loss_bbox_dn: 0.105178 loss_giou_dn: 0.391215 loss_class_aux_dn: 1.934531 loss_bbox_aux_dn: 0.640083 loss_giou_aux_dn: 2.241198 loss: 15.367526 eta: 35 days, 12:41:27 batch_cost: 0.8711 data_cost: 0.0100 ips: 9.1839 images/s [07/24 12:04:57] ppdet.engine INFO: Epoch: [7] [43700/54024] learning_rate: 0.000100 loss_class: 0.731838 loss_bbox: 0.112840 loss_giou: 0.525367 loss_class_aux: 4.537632 loss_bbox_aux: 0.749607 loss_giou_aux: 3.308703 loss_class_dn: 0.362752 loss_bbox_dn: 0.106638 loss_giou_dn: 0.395294 loss_class_aux_dn: 1.956274 loss_bbox_aux_dn: 0.683352 loss_giou_aux_dn: 2.237712 loss: 15.765739 eta: 35 days, 12:39:28 batch_cost: 0.8617 data_cost: 0.0585 ips: 9.2835 images/s [07/24 12:06:31] ppdet.engine INFO: Epoch: [7] [43800/54024] learning_rate: 0.000100 loss_class: 0.665093 loss_bbox: 0.110017 loss_giou: 0.518297 loss_class_aux: 4.203424 loss_bbox_aux: 0.722020 loss_giou_aux: 3.242621 loss_class_dn: 0.345641 loss_bbox_dn: 0.099612 loss_giou_dn: 0.377053 loss_class_aux_dn: 1.857718 loss_bbox_aux_dn: 0.600739 loss_giou_aux_dn: 2.125722 loss: 14.964644 eta: 35 days, 12:38:19 batch_cost: 0.9000 data_cost: 0.0010 ips: 8.8886 images/s [07/24 12:08:16] ppdet.engine INFO: Epoch: [7] [43900/54024] learning_rate: 0.000100 loss_class: 0.727341 loss_bbox: 0.120464 loss_giou: 0.489489 loss_class_aux: 4.478875 loss_bbox_aux: 0.786574 loss_giou_aux: 3.132537 loss_class_dn: 0.369471 loss_bbox_dn: 0.111848 loss_giou_dn: 0.390523 loss_class_aux_dn: 1.979416 loss_bbox_aux_dn: 0.692234 loss_giou_aux_dn: 2.225558 loss: 15.916413 eta: 35 days, 12:39:24 batch_cost: 1.0002 data_cost: 0.0010 ips: 7.9982 images/s [07/24 12:09:38] ppdet.engine INFO: Epoch: [7] [44000/54024] learning_rate: 0.000100 loss_class: 0.697648 loss_bbox: 0.109877 loss_giou: 0.497369 loss_class_aux: 4.253479 loss_bbox_aux: 0.719056 loss_giou_aux: 3.126319 loss_class_dn: 0.334996 loss_bbox_dn: 0.104799 loss_giou_dn: 0.373115 loss_class_aux_dn: 1.806151 loss_bbox_aux_dn: 0.638107 loss_giou_aux_dn: 2.091107 loss: 14.464787 eta: 35 days, 12:35:29 batch_cost: 0.7751 data_cost: 0.0011 ips: 10.3208 images/s [07/24 12:11:22] ppdet.engine INFO: Epoch: [7] [44100/54024] learning_rate: 0.000100 loss_class: 0.727815 loss_bbox: 0.118050 loss_giou: 0.547862 loss_class_aux: 4.559207 loss_bbox_aux: 0.780190 loss_giou_aux: 3.413600 loss_class_dn: 0.362173 loss_bbox_dn: 0.113320 loss_giou_dn: 0.400825 loss_class_aux_dn: 1.941231 loss_bbox_aux_dn: 0.702817 loss_giou_aux_dn: 2.298403 loss: 15.516703 eta: 35 days, 12:36:29 batch_cost: 0.9969 data_cost: 0.0140 ips: 8.0250 images/s [07/24 12:12:54] ppdet.engine INFO: Epoch: [7] [44200/54024] learning_rate: 0.000100 loss_class: 0.709944 loss_bbox: 0.120395 loss_giou: 0.549469 loss_class_aux: 4.407068 loss_bbox_aux: 0.782069 loss_giou_aux: 3.457283 loss_class_dn: 0.366185 loss_bbox_dn: 0.114275 loss_giou_dn: 0.417408 loss_class_aux_dn: 1.964040 loss_bbox_aux_dn: 0.680026 loss_giou_aux_dn: 2.358796 loss: 16.177456 eta: 35 days, 12:34:50 batch_cost: 0.8776 data_cost: 0.0010 ips: 9.1154 images/s [07/24 12:14:20] ppdet.engine INFO: Epoch: [7] [44300/54024] learning_rate: 0.000100 loss_class: 0.693921 loss_bbox: 0.119136 loss_giou: 0.501329 loss_class_aux: 4.290680 loss_bbox_aux: 0.783345 loss_giou_aux: 3.137925 loss_class_dn: 0.343969 loss_bbox_dn: 0.103964 loss_giou_dn: 0.394613 loss_class_aux_dn: 1.844276 loss_bbox_aux_dn: 0.616447 loss_giou_aux_dn: 2.264127 loss: 15.605482 eta: 35 days, 12:31:47 batch_cost: 0.8137 data_cost: 0.0010 ips: 9.8312 images/s [07/24 12:15:50] ppdet.engine INFO: Epoch: [7] [44400/54024] learning_rate: 0.000100 loss_class: 0.727497 loss_bbox: 0.108204 loss_giou: 0.513983 loss_class_aux: 4.432458 loss_bbox_aux: 0.708554 loss_giou_aux: 3.204213 loss_class_dn: 0.351238 loss_bbox_dn: 0.105000 loss_giou_dn: 0.400276 loss_class_aux_dn: 1.894448 loss_bbox_aux_dn: 0.646409 loss_giou_aux_dn: 2.304883 loss: 15.729387 eta: 35 days, 12:29:32 batch_cost: 0.8502 data_cost: 0.0010 ips: 9.4095 images/s [07/24 12:17:23] ppdet.engine INFO: Epoch: [7] [44500/54024] learning_rate: 0.000100 loss_class: 0.692305 loss_bbox: 0.107753 loss_giou: 0.494189 loss_class_aux: 4.332854 loss_bbox_aux: 0.706429 loss_giou_aux: 3.041475 loss_class_dn: 0.349107 loss_bbox_dn: 0.100601 loss_giou_dn: 0.399255 loss_class_aux_dn: 1.885187 loss_bbox_aux_dn: 0.618769 loss_giou_aux_dn: 2.276998 loss: 15.529955 eta: 35 days, 12:27:59 batch_cost: 0.8822 data_cost: 0.0109 ips: 9.0686 images/s [07/24 12:18:45] ppdet.engine INFO: Epoch: [7] [44600/54024] learning_rate: 0.000100 loss_class: 0.710478 loss_bbox: 0.118911 loss_giou: 0.472166 loss_class_aux: 4.437720 loss_bbox_aux: 0.754321 loss_giou_aux: 2.965199 loss_class_dn: 0.353909 loss_bbox_dn: 0.118276 loss_giou_dn: 0.383314 loss_class_aux_dn: 1.876468 loss_bbox_aux_dn: 0.713852 loss_giou_aux_dn: 2.175973 loss: 15.340923 eta: 35 days, 12:24:07 batch_cost: 0.7767 data_cost: 0.0069 ips: 10.2996 images/s [07/24 12:20:14] ppdet.engine INFO: Epoch: [7] [44700/54024] learning_rate: 0.000100 loss_class: 0.664332 loss_bbox: 0.109971 loss_giou: 0.517019 loss_class_aux: 4.136730 loss_bbox_aux: 0.718679 loss_giou_aux: 3.265791 loss_class_dn: 0.346261 loss_bbox_dn: 0.103714 loss_giou_dn: 0.386213 loss_class_aux_dn: 1.868468 loss_bbox_aux_dn: 0.658658 loss_giou_aux_dn: 2.189477 loss: 15.735208 eta: 35 days, 12:21:50 batch_cost: 0.8488 data_cost: 0.0539 ips: 9.4245 images/s [07/24 12:21:48] ppdet.engine INFO: Epoch: [7] [44800/54024] learning_rate: 0.000100 loss_class: 0.701656 loss_bbox: 0.110179 loss_giou: 0.503108 loss_class_aux: 4.342097 loss_bbox_aux: 0.728691 loss_giou_aux: 3.125067 loss_class_dn: 0.342342 loss_bbox_dn: 0.102297 loss_giou_dn: 0.388320 loss_class_aux_dn: 1.837961 loss_bbox_aux_dn: 0.618807 loss_giou_aux_dn: 2.205868 loss: 15.191395 eta: 35 days, 12:20:22 batch_cost: 0.8855 data_cost: 0.0019 ips: 9.0340 images/s [07/24 12:23:09] ppdet.engine INFO: Epoch: [7] [44900/54024] learning_rate: 0.000100 loss_class: 0.679949 loss_bbox: 0.112335 loss_giou: 0.487262 loss_class_aux: 4.251159 loss_bbox_aux: 0.724997 loss_giou_aux: 3.037816 loss_class_dn: 0.339316 loss_bbox_dn: 0.110411 loss_giou_dn: 0.373821 loss_class_aux_dn: 1.836689 loss_bbox_aux_dn: 0.665959 loss_giou_aux_dn: 2.137965 loss: 15.190893 eta: 35 days, 12:16:14 batch_cost: 0.7651 data_cost: 0.0010 ips: 10.4561 images/s [07/24 12:24:52] ppdet.engine INFO: Epoch: [7] [45000/54024] learning_rate: 0.000100 loss_class: 0.717330 loss_bbox: 0.114260 loss_giou: 0.512688 loss_class_aux: 4.544235 loss_bbox_aux: 0.766398 loss_giou_aux: 3.205314 loss_class_dn: 0.357433 loss_bbox_dn: 0.109978 loss_giou_dn: 0.400520 loss_class_aux_dn: 1.951345 loss_bbox_aux_dn: 0.672323 loss_giou_aux_dn: 2.262701 loss: 15.705139 eta: 35 days, 12:16:57 batch_cost: 0.9839 data_cost: 0.0507 ips: 8.1305 images/s [07/24 12:26:20] ppdet.engine INFO: Epoch: [7] [45100/54024] learning_rate: 0.000100 loss_class: 0.702387 loss_bbox: 0.112276 loss_giou: 0.513333 loss_class_aux: 4.387946 loss_bbox_aux: 0.729461 loss_giou_aux: 3.183874 loss_class_dn: 0.354441 loss_bbox_dn: 0.101698 loss_giou_dn: 0.394840 loss_class_aux_dn: 1.931736 loss_bbox_aux_dn: 0.636324 loss_giou_aux_dn: 2.263303 loss: 15.181630 eta: 35 days, 12:14:27 batch_cost: 0.8385 data_cost: 0.0010 ips: 9.5405 images/s [07/24 12:27:42] ppdet.engine INFO: Epoch: [7] [45200/54024] learning_rate: 0.000100 loss_class: 0.713699 loss_bbox: 0.120757 loss_giou: 0.489106 loss_class_aux: 4.440508 loss_bbox_aux: 0.787277 loss_giou_aux: 3.119197 loss_class_dn: 0.348769 loss_bbox_dn: 0.103775 loss_giou_dn: 0.381563 loss_class_aux_dn: 1.882759 loss_bbox_aux_dn: 0.631042 loss_giou_aux_dn: 2.177521 loss: 15.679118 eta: 35 days, 12:10:28 batch_cost: 0.7721 data_cost: 0.0011 ips: 10.3619 images/s [07/24 12:29:19] ppdet.engine INFO: Epoch: [7] [45300/54024] learning_rate: 0.000100 loss_class: 0.738997 loss_bbox: 0.121981 loss_giou: 0.539493 loss_class_aux: 4.490898 loss_bbox_aux: 0.795997 loss_giou_aux: 3.325668 loss_class_dn: 0.360925 loss_bbox_dn: 0.120442 loss_giou_dn: 0.395417 loss_class_aux_dn: 1.932788 loss_bbox_aux_dn: 0.739622 loss_giou_aux_dn: 2.212124 loss: 15.760714 eta: 35 days, 12:09:56 batch_cost: 0.9276 data_cost: 0.0010 ips: 8.6247 images/s [07/24 12:30:44] ppdet.engine INFO: Epoch: [7] [45400/54024] learning_rate: 0.000100 loss_class: 0.715054 loss_bbox: 0.113930 loss_giou: 0.490729 loss_class_aux: 4.407874 loss_bbox_aux: 0.720737 loss_giou_aux: 3.113576 loss_class_dn: 0.344219 loss_bbox_dn: 0.098367 loss_giou_dn: 0.379378 loss_class_aux_dn: 1.858823 loss_bbox_aux_dn: 0.614091 loss_giou_aux_dn: 2.154767 loss: 15.127261 eta: 35 days, 12:06:39 batch_cost: 0.8031 data_cost: 0.0131 ips: 9.9613 images/s [07/24 12:32:32] ppdet.engine INFO: Epoch: [7] [45500/54024] learning_rate: 0.000100 loss_class: 0.695461 loss_bbox: 0.123525 loss_giou: 0.536275 loss_class_aux: 4.349935 loss_bbox_aux: 0.790683 loss_giou_aux: 3.334224 loss_class_dn: 0.365426 loss_bbox_dn: 0.102999 loss_giou_dn: 0.408827 loss_class_aux_dn: 1.948621 loss_bbox_aux_dn: 0.642613 loss_giou_aux_dn: 2.330605 loss: 15.973724 eta: 35 days, 12:08:35 batch_cost: 1.0392 data_cost: 0.0010 ips: 7.6982 images/s [07/24 12:34:00] ppdet.engine INFO: Epoch: [7] [45600/54024] learning_rate: 0.000100 loss_class: 0.698687 loss_bbox: 0.108798 loss_giou: 0.496704 loss_class_aux: 4.294764 loss_bbox_aux: 0.706432 loss_giou_aux: 3.099233 loss_class_dn: 0.347987 loss_bbox_dn: 0.101440 loss_giou_dn: 0.384855 loss_class_aux_dn: 1.877203 loss_bbox_aux_dn: 0.623311 loss_giou_aux_dn: 2.177502 loss: 15.221612 eta: 35 days, 12:06:02 batch_cost: 0.8367 data_cost: 0.0010 ips: 9.5613 images/s [07/24 12:35:36] ppdet.engine INFO: Epoch: [7] [45700/54024] learning_rate: 0.000100 loss_class: 0.684701 loss_bbox: 0.117012 loss_giou: 0.442133 loss_class_aux: 4.232299 loss_bbox_aux: 0.773307 loss_giou_aux: 2.753009 loss_class_dn: 0.327588 loss_bbox_dn: 0.115485 loss_giou_dn: 0.345881 loss_class_aux_dn: 1.801792 loss_bbox_aux_dn: 0.698103 loss_giou_aux_dn: 1.989673 loss: 14.475733 eta: 35 days, 12:05:13 batch_cost: 0.9149 data_cost: 0.0952 ips: 8.7444 images/s [07/24 12:37:21] ppdet.engine INFO: Epoch: [7] [45800/54024] learning_rate: 0.000100 loss_class: 0.685912 loss_bbox: 0.116033 loss_giou: 0.533872 loss_class_aux: 4.268777 loss_bbox_aux: 0.755860 loss_giou_aux: 3.325966 loss_class_dn: 0.352818 loss_bbox_dn: 0.103120 loss_giou_dn: 0.412123 loss_class_aux_dn: 1.890987 loss_bbox_aux_dn: 0.615832 loss_giou_aux_dn: 2.367847 loss: 15.715600 eta: 35 days, 12:06:29 batch_cost: 1.0091 data_cost: 0.1812 ips: 7.9279 images/s [07/24 12:39:00] ppdet.engine INFO: Epoch: [7] [45900/54024] learning_rate: 0.000100 loss_class: 0.723455 loss_bbox: 0.110215 loss_giou: 0.499086 loss_class_aux: 4.579441 loss_bbox_aux: 0.732595 loss_giou_aux: 3.143865 loss_class_dn: 0.367729 loss_bbox_dn: 0.110843 loss_giou_dn: 0.394226 loss_class_aux_dn: 2.014699 loss_bbox_aux_dn: 0.673198 loss_giou_aux_dn: 2.251554 loss: 15.956982 eta: 35 days, 12:06:21 batch_cost: 0.9464 data_cost: 0.0744 ips: 8.4529 images/s [07/24 12:40:33] ppdet.engine INFO: Epoch: [7] [46000/54024] learning_rate: 0.000100 loss_class: 0.665767 loss_bbox: 0.105452 loss_giou: 0.434771 loss_class_aux: 4.160935 loss_bbox_aux: 0.674871 loss_giou_aux: 2.719533 loss_class_dn: 0.319937 loss_bbox_dn: 0.102122 loss_giou_dn: 0.357881 loss_class_aux_dn: 1.766385 loss_bbox_aux_dn: 0.632596 loss_giou_aux_dn: 2.068155 loss: 14.197736 eta: 35 days, 12:04:39 batch_cost: 0.8750 data_cost: 0.0453 ips: 9.1433 images/s [07/24 12:42:25] ppdet.engine INFO: Epoch: [7] [46100/54024] learning_rate: 0.000100 loss_class: 0.728976 loss_bbox: 0.117014 loss_giou: 0.516031 loss_class_aux: 4.554978 loss_bbox_aux: 0.765204 loss_giou_aux: 3.204388 loss_class_dn: 0.339189 loss_bbox_dn: 0.107421 loss_giou_dn: 0.383193 loss_class_aux_dn: 1.844806 loss_bbox_aux_dn: 0.686102 loss_giou_aux_dn: 2.176002 loss: 15.350598 eta: 35 days, 12:07:32 batch_cost: 1.0826 data_cost: 0.0147 ips: 7.3898 images/s [07/24 12:44:04] ppdet.engine INFO: Epoch: [7] [46200/54024] learning_rate: 0.000100 loss_class: 0.709626 loss_bbox: 0.109536 loss_giou: 0.503744 loss_class_aux: 4.541559 loss_bbox_aux: 0.710207 loss_giou_aux: 3.196269 loss_class_dn: 0.359719 loss_bbox_dn: 0.099511 loss_giou_dn: 0.387041 loss_class_aux_dn: 1.948607 loss_bbox_aux_dn: 0.612147 loss_giou_aux_dn: 2.257009 loss: 15.598304 eta: 35 days, 12:07:15 batch_cost: 0.9395 data_cost: 0.0010 ips: 8.5150 images/s [07/24 12:45:28] ppdet.engine INFO: Epoch: [7] [46300/54024] learning_rate: 0.000100 loss_class: 0.698690 loss_bbox: 0.109196 loss_giou: 0.510814 loss_class_aux: 4.400479 loss_bbox_aux: 0.705385 loss_giou_aux: 3.155840 loss_class_dn: 0.347828 loss_bbox_dn: 0.101483 loss_giou_dn: 0.387423 loss_class_aux_dn: 1.875131 loss_bbox_aux_dn: 0.635289 loss_giou_aux_dn: 2.193145 loss: 15.091955 eta: 35 days, 12:03:56 batch_cost: 0.8015 data_cost: 0.0011 ips: 9.9813 images/s [07/24 12:47:00] ppdet.engine INFO: Epoch: [7] [46400/54024] learning_rate: 0.000100 loss_class: 0.727310 loss_bbox: 0.115438 loss_giou: 0.532086 loss_class_aux: 4.508773 loss_bbox_aux: 0.762533 loss_giou_aux: 3.333755 loss_class_dn: 0.357143 loss_bbox_dn: 0.110926 loss_giou_dn: 0.405148 loss_class_aux_dn: 1.933312 loss_bbox_aux_dn: 0.657688 loss_giou_aux_dn: 2.289448 loss: 15.521707 eta: 35 days, 12:02:15 batch_cost: 0.8755 data_cost: 0.0019 ips: 9.1378 images/s [07/24 12:48:33] ppdet.engine INFO: Epoch: [7] [46500/54024] learning_rate: 0.000100 loss_class: 0.683505 loss_bbox: 0.113327 loss_giou: 0.470425 loss_class_aux: 4.322014 loss_bbox_aux: 0.742941 loss_giou_aux: 2.923591 loss_class_dn: 0.321103 loss_bbox_dn: 0.102883 loss_giou_dn: 0.356524 loss_class_aux_dn: 1.774687 loss_bbox_aux_dn: 0.629529 loss_giou_aux_dn: 2.039383 loss: 14.345648 eta: 35 days, 12:00:39 batch_cost: 0.8802 data_cost: 0.0010 ips: 9.0890 images/s [07/24 12:49:55] ppdet.engine INFO: Epoch: [7] [46600/54024] learning_rate: 0.000100 loss_class: 0.714783 loss_bbox: 0.115006 loss_giou: 0.495108 loss_class_aux: 4.397878 loss_bbox_aux: 0.776455 loss_giou_aux: 3.060834 loss_class_dn: 0.354836 loss_bbox_dn: 0.110569 loss_giou_dn: 0.395410 loss_class_aux_dn: 1.888903 loss_bbox_aux_dn: 0.672057 loss_giou_aux_dn: 2.218064 loss: 15.672946 eta: 35 days, 11:56:52 batch_cost: 0.7797 data_cost: 0.0010 ips: 10.2604 images/s [07/24 12:51:28] ppdet.engine INFO: Epoch: [7] [46700/54024] learning_rate: 0.000100 loss_class: 0.708080 loss_bbox: 0.113424 loss_giou: 0.456034 loss_class_aux: 4.399647 loss_bbox_aux: 0.746123 loss_giou_aux: 2.948241 loss_class_dn: 0.342702 loss_bbox_dn: 0.111358 loss_giou_dn: 0.373985 loss_class_aux_dn: 1.849847 loss_bbox_aux_dn: 0.672562 loss_giou_aux_dn: 2.090184 loss: 14.939470 eta: 35 days, 11:55:18 batch_cost: 0.8809 data_cost: 0.0010 ips: 9.0812 images/s [07/24 12:52:59] ppdet.engine INFO: Epoch: [7] [46800/54024] learning_rate: 0.000100 loss_class: 0.685275 loss_bbox: 0.116245 loss_giou: 0.515485 loss_class_aux: 4.291679 loss_bbox_aux: 0.756992 loss_giou_aux: 3.207869 loss_class_dn: 0.348674 loss_bbox_dn: 0.115084 loss_giou_dn: 0.386984 loss_class_aux_dn: 1.839457 loss_bbox_aux_dn: 0.686159 loss_giou_aux_dn: 2.210778 loss: 15.241511 eta: 35 days, 11:53:17 batch_cost: 0.8607 data_cost: 0.0204 ips: 9.2947 images/s [07/24 12:54:31] ppdet.engine INFO: Epoch: [7] [46900/54024] learning_rate: 0.000100 loss_class: 0.688721 loss_bbox: 0.111943 loss_giou: 0.455962 loss_class_aux: 4.365585 loss_bbox_aux: 0.760035 loss_giou_aux: 2.901039 loss_class_dn: 0.337579 loss_bbox_dn: 0.111604 loss_giou_dn: 0.368321 loss_class_aux_dn: 1.813178 loss_bbox_aux_dn: 0.694001 loss_giou_aux_dn: 2.105564 loss: 15.449304 eta: 35 days, 11:51:38 batch_cost: 0.8773 data_cost: 0.0010 ips: 9.1193 images/s [07/24 12:55:54] ppdet.engine INFO: Epoch: [7] [47000/54024] learning_rate: 0.000100 loss_class: 0.711221 loss_bbox: 0.122421 loss_giou: 0.521792 loss_class_aux: 4.465827 loss_bbox_aux: 0.778686 loss_giou_aux: 3.284870 loss_class_dn: 0.353037 loss_bbox_dn: 0.116552 loss_giou_dn: 0.373984 loss_class_aux_dn: 1.920392 loss_bbox_aux_dn: 0.696104 loss_giou_aux_dn: 2.144350 loss: 15.404510 eta: 35 days, 11:47:59 batch_cost: 0.7858 data_cost: 0.0010 ips: 10.1808 images/s [07/24 12:57:32] ppdet.engine INFO: Epoch: [7] [47100/54024] learning_rate: 0.000100 loss_class: 0.720610 loss_bbox: 0.118362 loss_giou: 0.553637 loss_class_aux: 4.409276 loss_bbox_aux: 0.785964 loss_giou_aux: 3.488278 loss_class_dn: 0.368851 loss_bbox_dn: 0.106408 loss_giou_dn: 0.420528 loss_class_aux_dn: 1.975833 loss_bbox_aux_dn: 0.657869 loss_giou_aux_dn: 2.420035 loss: 16.203816 eta: 35 days, 11:47:37 batch_cost: 0.9359 data_cost: 0.0796 ips: 8.5483 images/s [07/24 12:59:06] ppdet.engine INFO: Epoch: [7] [47200/54024] learning_rate: 0.000100 loss_class: 0.680005 loss_bbox: 0.109074 loss_giou: 0.509440 loss_class_aux: 4.215954 loss_bbox_aux: 0.689691 loss_giou_aux: 3.198976 loss_class_dn: 0.341133 loss_bbox_dn: 0.111988 loss_giou_dn: 0.378102 loss_class_aux_dn: 1.840362 loss_bbox_aux_dn: 0.677298 loss_giou_aux_dn: 2.143489 loss: 15.163119 eta: 35 days, 11:46:21 batch_cost: 0.8947 data_cost: 0.0010 ips: 8.9417 images/s [07/24 13:00:40] ppdet.engine INFO: Epoch: [7] [47300/54024] learning_rate: 0.000100 loss_class: 0.694670 loss_bbox: 0.115098 loss_giou: 0.496555 loss_class_aux: 4.335631 loss_bbox_aux: 0.749436 loss_giou_aux: 3.089751 loss_class_dn: 0.348811 loss_bbox_dn: 0.113176 loss_giou_dn: 0.392946 loss_class_aux_dn: 1.885890 loss_bbox_aux_dn: 0.671408 loss_giou_aux_dn: 2.249118 loss: 15.756076 eta: 35 days, 11:45:00 batch_cost: 0.8909 data_cost: 0.0409 ips: 8.9795 images/s [07/24 13:02:21] ppdet.engine INFO: Epoch: [7] [47400/54024] learning_rate: 0.000100 loss_class: 0.688508 loss_bbox: 0.103930 loss_giou: 0.512187 loss_class_aux: 4.310794 loss_bbox_aux: 0.654513 loss_giou_aux: 3.204963 loss_class_dn: 0.341677 loss_bbox_dn: 0.100241 loss_giou_dn: 0.389095 loss_class_aux_dn: 1.832185 loss_bbox_aux_dn: 0.601249 loss_giou_aux_dn: 2.180764 loss: 14.651752 eta: 35 days, 11:45:15 batch_cost: 0.9634 data_cost: 0.0011 ips: 8.3039 images/s [07/24 13:03:44] ppdet.engine INFO: Epoch: [7] [47500/54024] learning_rate: 0.000100 loss_class: 0.709111 loss_bbox: 0.113799 loss_giou: 0.509566 loss_class_aux: 4.419969 loss_bbox_aux: 0.741661 loss_giou_aux: 3.158230 loss_class_dn: 0.349425 loss_bbox_dn: 0.107236 loss_giou_dn: 0.389982 loss_class_aux_dn: 1.884747 loss_bbox_aux_dn: 0.677550 loss_giou_aux_dn: 2.251608 loss: 15.881703 eta: 35 days, 11:41:42 batch_cost: 0.7909 data_cost: 0.0010 ips: 10.1147 images/s [07/24 13:05:06] ppdet.engine INFO: Epoch: [7] [47600/54024] learning_rate: 0.000100 loss_class: 0.730356 loss_bbox: 0.113866 loss_giou: 0.515601 loss_class_aux: 4.555159 loss_bbox_aux: 0.763497 loss_giou_aux: 3.223105 loss_class_dn: 0.355652 loss_bbox_dn: 0.116268 loss_giou_dn: 0.395430 loss_class_aux_dn: 1.925937 loss_bbox_aux_dn: 0.697304 loss_giou_aux_dn: 2.269720 loss: 15.661945 eta: 35 days, 11:37:46 batch_cost: 0.7729 data_cost: 0.0010 ips: 10.3512 images/s [07/24 13:06:37] ppdet.engine INFO: Epoch: [7] [47700/54024] learning_rate: 0.000100 loss_class: 0.750870 loss_bbox: 0.113448 loss_giou: 0.507225 loss_class_aux: 4.661178 loss_bbox_aux: 0.747343 loss_giou_aux: 3.184652 loss_class_dn: 0.364540 loss_bbox_dn: 0.101788 loss_giou_dn: 0.414807 loss_class_aux_dn: 1.947903 loss_bbox_aux_dn: 0.649234 loss_giou_aux_dn: 2.373436 loss: 15.695538 eta: 35 days, 11:35:47 batch_cost: 0.8615 data_cost: 0.0375 ips: 9.2866 images/s [07/24 13:08:18] ppdet.engine INFO: Epoch: [7] [47800/54024] learning_rate: 0.000100 loss_class: 0.696169 loss_bbox: 0.121856 loss_giou: 0.557065 loss_class_aux: 4.391490 loss_bbox_aux: 0.781779 loss_giou_aux: 3.502902 loss_class_dn: 0.370219 loss_bbox_dn: 0.106833 loss_giou_dn: 0.420140 loss_class_aux_dn: 1.938900 loss_bbox_aux_dn: 0.650955 loss_giou_aux_dn: 2.367989 loss: 16.561025 eta: 35 days, 11:36:03 batch_cost: 0.9649 data_cost: 0.0101 ips: 8.2910 images/s [07/24 13:09:41] ppdet.engine INFO: Epoch: [7] [47900/54024] learning_rate: 0.000100 loss_class: 0.724235 loss_bbox: 0.110654 loss_giou: 0.455114 loss_class_aux: 4.343715 loss_bbox_aux: 0.719340 loss_giou_aux: 2.853836 loss_class_dn: 0.341467 loss_bbox_dn: 0.110846 loss_giou_dn: 0.361516 loss_class_aux_dn: 1.866906 loss_bbox_aux_dn: 0.675241 loss_giou_aux_dn: 1.993312 loss: 14.727752 eta: 35 days, 11:32:23 batch_cost: 0.7850 data_cost: 0.0010 ips: 10.1909 images/s [07/24 13:11:21] ppdet.engine INFO: Epoch: [7] [48000/54024] learning_rate: 0.000100 loss_class: 0.627860 loss_bbox: 0.101470 loss_giou: 0.445828 loss_class_aux: 3.905979 loss_bbox_aux: 0.682017 loss_giou_aux: 2.806026 loss_class_dn: 0.314598 loss_bbox_dn: 0.097047 loss_giou_dn: 0.347295 loss_class_aux_dn: 1.691387 loss_bbox_aux_dn: 0.604658 loss_giou_aux_dn: 2.021301 loss: 14.078964 eta: 35 days, 11:32:33 batch_cost: 0.9604 data_cost: 0.0279 ips: 8.3301 images/s [07/24 13:12:51] ppdet.engine INFO: Epoch: [7] [48100/54024] learning_rate: 0.000100 loss_class: 0.686341 loss_bbox: 0.110114 loss_giou: 0.501834 loss_class_aux: 4.267542 loss_bbox_aux: 0.735776 loss_giou_aux: 3.126284 loss_class_dn: 0.338713 loss_bbox_dn: 0.100045 loss_giou_dn: 0.370394 loss_class_aux_dn: 1.840802 loss_bbox_aux_dn: 0.618226 loss_giou_aux_dn: 2.165962 loss: 15.000763 eta: 35 days, 11:30:20 batch_cost: 0.8507 data_cost: 0.0009 ips: 9.4043 images/s [07/24 13:14:16] ppdet.engine INFO: Epoch: [7] [48200/54024] learning_rate: 0.000100 loss_class: 0.656326 loss_bbox: 0.108073 loss_giou: 0.461906 loss_class_aux: 4.122790 loss_bbox_aux: 0.703254 loss_giou_aux: 2.946004 loss_class_dn: 0.323450 loss_bbox_dn: 0.103731 loss_giou_dn: 0.374900 loss_class_aux_dn: 1.741190 loss_bbox_aux_dn: 0.633286 loss_giou_aux_dn: 2.100752 loss: 14.556237 eta: 35 days, 11:27:05 batch_cost: 0.8036 data_cost: 0.0108 ips: 9.9556 images/s [07/24 13:15:50] ppdet.engine INFO: Epoch: [7] [48300/54024] learning_rate: 0.000100 loss_class: 0.738583 loss_bbox: 0.114145 loss_giou: 0.536480 loss_class_aux: 4.529426 loss_bbox_aux: 0.735193 loss_giou_aux: 3.332107 loss_class_dn: 0.366027 loss_bbox_dn: 0.104034 loss_giou_dn: 0.412900 loss_class_aux_dn: 1.934806 loss_bbox_aux_dn: 0.638511 loss_giou_aux_dn: 2.385586 loss: 16.158031 eta: 35 days, 11:25:49 batch_cost: 0.8951 data_cost: 0.0177 ips: 8.9375 images/s [07/24 13:17:11] ppdet.engine INFO: Epoch: [7] [48400/54024] learning_rate: 0.000100 loss_class: 0.715779 loss_bbox: 0.122953 loss_giou: 0.531324 loss_class_aux: 4.546255 loss_bbox_aux: 0.779993 loss_giou_aux: 3.301280 loss_class_dn: 0.382471 loss_bbox_dn: 0.110546 loss_giou_dn: 0.404432 loss_class_aux_dn: 2.044466 loss_bbox_aux_dn: 0.685971 loss_giou_aux_dn: 2.262571 loss: 15.981570 eta: 35 days, 11:21:37 batch_cost: 0.7602 data_cost: 0.0010 ips: 10.5240 images/s [07/24 13:18:41] ppdet.engine INFO: Epoch: [7] [48500/54024] learning_rate: 0.000100 loss_class: 0.724139 loss_bbox: 0.111775 loss_giou: 0.516783 loss_class_aux: 4.435492 loss_bbox_aux: 0.730282 loss_giou_aux: 3.233240 loss_class_dn: 0.342906 loss_bbox_dn: 0.108657 loss_giou_dn: 0.405554 loss_class_aux_dn: 1.862815 loss_bbox_aux_dn: 0.659693 loss_giou_aux_dn: 2.295454 loss: 15.503974 eta: 35 days, 11:19:27 batch_cost: 0.8528 data_cost: 0.0010 ips: 9.3807 images/s [07/24 13:20:05] ppdet.engine INFO: Epoch: [7] [48600/54024] learning_rate: 0.000100 loss_class: 0.691419 loss_bbox: 0.113403 loss_giou: 0.497990 loss_class_aux: 4.334829 loss_bbox_aux: 0.746239 loss_giou_aux: 3.082187 loss_class_dn: 0.342125 loss_bbox_dn: 0.106920 loss_giou_dn: 0.395778 loss_class_aux_dn: 1.864949 loss_bbox_aux_dn: 0.662436 loss_giou_aux_dn: 2.230141 loss: 15.314548 eta: 35 days, 11:16:06 batch_cost: 0.7992 data_cost: 0.0013 ips: 10.0096 images/s [07/24 13:21:26] ppdet.engine INFO: Epoch: [7] [48700/54024] learning_rate: 0.000100 loss_class: 0.718521 loss_bbox: 0.123206 loss_giou: 0.498562 loss_class_aux: 4.473954 loss_bbox_aux: 0.809691 loss_giou_aux: 3.153098 loss_class_dn: 0.350441 loss_bbox_dn: 0.121520 loss_giou_dn: 0.399077 loss_class_aux_dn: 1.918693 loss_bbox_aux_dn: 0.747088 loss_giou_aux_dn: 2.264607 loss: 15.819772 eta: 35 days, 11:12:03 batch_cost: 0.7669 data_cost: 0.0010 ips: 10.4323 images/s [07/24 13:23:10] ppdet.engine INFO: Epoch: [7] [48800/54024] learning_rate: 0.000100 loss_class: 0.728741 loss_bbox: 0.112913 loss_giou: 0.532964 loss_class_aux: 4.532642 loss_bbox_aux: 0.751584 loss_giou_aux: 3.291073 loss_class_dn: 0.348545 loss_bbox_dn: 0.108903 loss_giou_dn: 0.395110 loss_class_aux_dn: 1.890934 loss_bbox_aux_dn: 0.667283 loss_giou_aux_dn: 2.232263 loss: 15.521220 eta: 35 days, 11:12:51 batch_cost: 0.9892 data_cost: 0.1176 ips: 8.0876 images/s [07/24 13:24:35] ppdet.engine INFO: Epoch: [7] [48900/54024] learning_rate: 0.000100 loss_class: 0.739780 loss_bbox: 0.123434 loss_giou: 0.547544 loss_class_aux: 4.600955 loss_bbox_aux: 0.786834 loss_giou_aux: 3.492854 loss_class_dn: 0.388416 loss_bbox_dn: 0.109090 loss_giou_dn: 0.428241 loss_class_aux_dn: 2.068282 loss_bbox_aux_dn: 0.660957 loss_giou_aux_dn: 2.474888 loss: 16.681320 eta: 35 days, 11:09:36 batch_cost: 0.8038 data_cost: 0.0101 ips: 9.9531 images/s [07/24 13:26:09] ppdet.engine INFO: Epoch: [7] [49000/54024] learning_rate: 0.000100 loss_class: 0.703894 loss_bbox: 0.117911 loss_giou: 0.510950 loss_class_aux: 4.369827 loss_bbox_aux: 0.788662 loss_giou_aux: 3.286772 loss_class_dn: 0.363307 loss_bbox_dn: 0.106568 loss_giou_dn: 0.396395 loss_class_aux_dn: 1.953990 loss_bbox_aux_dn: 0.645931 loss_giou_aux_dn: 2.265099 loss: 15.797147 eta: 35 days, 11:08:13 batch_cost: 0.8890 data_cost: 0.0010 ips: 8.9988 images/s [07/24 13:27:39] ppdet.engine INFO: Epoch: [7] [49100/54024] learning_rate: 0.000100 loss_class: 0.684227 loss_bbox: 0.107592 loss_giou: 0.470989 loss_class_aux: 4.298158 loss_bbox_aux: 0.702583 loss_giou_aux: 2.966325 loss_class_dn: 0.338804 loss_bbox_dn: 0.103968 loss_giou_dn: 0.384482 loss_class_aux_dn: 1.814060 loss_bbox_aux_dn: 0.652732 loss_giou_aux_dn: 2.160601 loss: 15.141626 eta: 35 days, 11:06:16 batch_cost: 0.8629 data_cost: 0.0010 ips: 9.2715 images/s [07/24 13:29:24] ppdet.engine INFO: Epoch: [7] [49200/54024] learning_rate: 0.000100 loss_class: 0.707318 loss_bbox: 0.109202 loss_giou: 0.510959 loss_class_aux: 4.367112 loss_bbox_aux: 0.745346 loss_giou_aux: 3.198579 loss_class_dn: 0.345665 loss_bbox_dn: 0.103845 loss_giou_dn: 0.387240 loss_class_aux_dn: 1.851479 loss_bbox_aux_dn: 0.623032 loss_giou_aux_dn: 2.211756 loss: 15.249844 eta: 35 days, 11:07:15 batch_cost: 0.9982 data_cost: 0.1399 ips: 8.0146 images/s [07/24 13:30:46] ppdet.engine INFO: Epoch: [7] [49300/54024] learning_rate: 0.000100 loss_class: 0.774896 loss_bbox: 0.123339 loss_giou: 0.560269 loss_class_aux: 4.769079 loss_bbox_aux: 0.810710 loss_giou_aux: 3.535452 loss_class_dn: 0.379918 loss_bbox_dn: 0.117994 loss_giou_dn: 0.417126 loss_class_aux_dn: 2.055490 loss_bbox_aux_dn: 0.717296 loss_giou_aux_dn: 2.383402 loss: 16.828012 eta: 35 days, 11:03:25 batch_cost: 0.7767 data_cost: 0.0010 ips: 10.3002 images/s [07/24 13:32:26] ppdet.engine INFO: Epoch: [7] [49400/54024] learning_rate: 0.000100 loss_class: 0.695157 loss_bbox: 0.112558 loss_giou: 0.510170 loss_class_aux: 4.365799 loss_bbox_aux: 0.755667 loss_giou_aux: 3.266462 loss_class_dn: 0.363565 loss_bbox_dn: 0.116457 loss_giou_dn: 0.408833 loss_class_aux_dn: 1.949183 loss_bbox_aux_dn: 0.697348 loss_giou_aux_dn: 2.309443 loss: 15.888948 eta: 35 days, 11:03:33 batch_cost: 0.9588 data_cost: 0.0773 ips: 8.3437 images/s [07/24 13:34:23] ppdet.engine INFO: Epoch: [7] [49500/54024] learning_rate: 0.000100 loss_class: 0.672361 loss_bbox: 0.105879 loss_giou: 0.486784 loss_class_aux: 4.184441 loss_bbox_aux: 0.695142 loss_giou_aux: 3.059204 loss_class_dn: 0.341737 loss_bbox_dn: 0.103837 loss_giou_dn: 0.378728 loss_class_aux_dn: 1.844807 loss_bbox_aux_dn: 0.638988 loss_giou_aux_dn: 2.134073 loss: 14.664934 eta: 35 days, 11:07:14 batch_cost: 1.1219 data_cost: 0.0135 ips: 7.1307 images/s [07/24 13:36:01] ppdet.engine INFO: Epoch: [7] [49600/54024] learning_rate: 0.000100 loss_class: 0.622343 loss_bbox: 0.101226 loss_giou: 0.457636 loss_class_aux: 3.945364 loss_bbox_aux: 0.669434 loss_giou_aux: 2.889299 loss_class_dn: 0.312497 loss_bbox_dn: 0.095003 loss_giou_dn: 0.353797 loss_class_aux_dn: 1.675378 loss_bbox_aux_dn: 0.589095 loss_giou_aux_dn: 2.027565 loss: 13.712099 eta: 35 days, 11:06:52 batch_cost: 0.9363 data_cost: 0.0012 ips: 8.5444 images/s [07/24 13:37:32] ppdet.engine INFO: Epoch: [7] [49700/54024] learning_rate: 0.000100 loss_class: 0.710421 loss_bbox: 0.109845 loss_giou: 0.495151 loss_class_aux: 4.434316 loss_bbox_aux: 0.701266 loss_giou_aux: 3.077972 loss_class_dn: 0.355746 loss_bbox_dn: 0.098300 loss_giou_dn: 0.378020 loss_class_aux_dn: 1.924919 loss_bbox_aux_dn: 0.608194 loss_giou_aux_dn: 2.176282 loss: 15.670481 eta: 35 days, 11:04:56 batch_cost: 0.8641 data_cost: 0.0242 ips: 9.2582 images/s [07/24 13:39:05] ppdet.engine INFO: Epoch: [7] [49800/54024] learning_rate: 0.000100 loss_class: 0.694890 loss_bbox: 0.121272 loss_giou: 0.498855 loss_class_aux: 4.391094 loss_bbox_aux: 0.772832 loss_giou_aux: 3.054294 loss_class_dn: 0.342506 loss_bbox_dn: 0.107261 loss_giou_dn: 0.385979 loss_class_aux_dn: 1.854647 loss_bbox_aux_dn: 0.664962 loss_giou_aux_dn: 2.205091 loss: 15.689860 eta: 35 days, 11:03:27 batch_cost: 0.8846 data_cost: 0.0798 ips: 9.0434 images/s [07/24 13:40:34] ppdet.engine INFO: Epoch: [7] [49900/54024] learning_rate: 0.000100 loss_class: 0.704680 loss_bbox: 0.116950 loss_giou: 0.483501 loss_class_aux: 4.328402 loss_bbox_aux: 0.753628 loss_giou_aux: 3.041161 loss_class_dn: 0.354586 loss_bbox_dn: 0.108420 loss_giou_dn: 0.358786 loss_class_aux_dn: 1.917547 loss_bbox_aux_dn: 0.657966 loss_giou_aux_dn: 2.062642 loss: 15.188325 eta: 35 days, 11:01:07 batch_cost: 0.8457 data_cost: 0.0010 ips: 9.4600 images/s [07/24 13:41:55] ppdet.engine INFO: Epoch: [7] [50000/54024] learning_rate: 0.000100 loss_class: 0.741591 loss_bbox: 0.120942 loss_giou: 0.543243 loss_class_aux: 4.593494 loss_bbox_aux: 0.791036 loss_giou_aux: 3.391953 loss_class_dn: 0.380373 loss_bbox_dn: 0.114347 loss_giou_dn: 0.419931 loss_class_aux_dn: 2.056645 loss_bbox_aux_dn: 0.686008 loss_giou_aux_dn: 2.423271 loss: 16.675744 eta: 35 days, 10:57:04 batch_cost: 0.7658 data_cost: 0.0010 ips: 10.4464 images/s [07/24 13:43:41] ppdet.engine INFO: Epoch: [7] [50100/54024] learning_rate: 0.000100 loss_class: 0.673102 loss_bbox: 0.110298 loss_giou: 0.498229 loss_class_aux: 4.166354 loss_bbox_aux: 0.724039 loss_giou_aux: 3.140718 loss_class_dn: 0.328056 loss_bbox_dn: 0.105566 loss_giou_dn: 0.371642 loss_class_aux_dn: 1.816608 loss_bbox_aux_dn: 0.656366 loss_giou_aux_dn: 2.077753 loss: 14.230446 eta: 35 days, 10:58:26 batch_cost: 1.0164 data_cost: 0.1640 ips: 7.8708 images/s [07/24 13:45:23] ppdet.engine INFO: Epoch: [7] [50200/54024] learning_rate: 0.000100 loss_class: 0.684525 loss_bbox: 0.106841 loss_giou: 0.449527 loss_class_aux: 4.265541 loss_bbox_aux: 0.707871 loss_giou_aux: 2.871328 loss_class_dn: 0.332025 loss_bbox_dn: 0.098682 loss_giou_dn: 0.364701 loss_class_aux_dn: 1.806112 loss_bbox_aux_dn: 0.623375 loss_giou_aux_dn: 2.072508 loss: 14.474533 eta: 35 days, 10:58:48 batch_cost: 0.9701 data_cost: 0.1511 ips: 8.2462 images/s [07/24 13:46:58] ppdet.engine INFO: Epoch: [7] [50300/54024] learning_rate: 0.000100 loss_class: 0.668766 loss_bbox: 0.104060 loss_giou: 0.502218 loss_class_aux: 4.258075 loss_bbox_aux: 0.673226 loss_giou_aux: 3.159458 loss_class_dn: 0.317504 loss_bbox_dn: 0.098997 loss_giou_dn: 0.371616 loss_class_aux_dn: 1.688589 loss_bbox_aux_dn: 0.615356 loss_giou_aux_dn: 2.131839 loss: 14.167728 eta: 35 days, 10:57:47 batch_cost: 0.9058 data_cost: 0.0010 ips: 8.8317 images/s [07/24 13:48:25] ppdet.engine INFO: Epoch: [7] [50400/54024] learning_rate: 0.000100 loss_class: 0.719904 loss_bbox: 0.116780 loss_giou: 0.492012 loss_class_aux: 4.434881 loss_bbox_aux: 0.767379 loss_giou_aux: 3.134799 loss_class_dn: 0.359892 loss_bbox_dn: 0.108801 loss_giou_dn: 0.396770 loss_class_aux_dn: 1.944162 loss_bbox_aux_dn: 0.683291 loss_giou_aux_dn: 2.265614 loss: 15.889532 eta: 35 days, 10:55:09 batch_cost: 0.8320 data_cost: 0.0009 ips: 9.6152 images/s [07/24 13:49:54] ppdet.engine INFO: Epoch: [7] [50500/54024] learning_rate: 0.000100 loss_class: 0.723142 loss_bbox: 0.113585 loss_giou: 0.492298 loss_class_aux: 4.421751 loss_bbox_aux: 0.739809 loss_giou_aux: 3.065026 loss_class_dn: 0.349743 loss_bbox_dn: 0.099779 loss_giou_dn: 0.392162 loss_class_aux_dn: 1.882421 loss_bbox_aux_dn: 0.624002 loss_giou_aux_dn: 2.224021 loss: 15.505672 eta: 35 days, 10:52:59 batch_cost: 0.8527 data_cost: 0.0316 ips: 9.3822 images/s [07/24 13:51:24] ppdet.engine INFO: Epoch: [7] [50600/54024] learning_rate: 0.000100 loss_class: 0.694442 loss_bbox: 0.111733 loss_giou: 0.474083 loss_class_aux: 4.342998 loss_bbox_aux: 0.710221 loss_giou_aux: 2.962385 loss_class_dn: 0.337915 loss_bbox_dn: 0.106065 loss_giou_dn: 0.356381 loss_class_aux_dn: 1.833914 loss_bbox_aux_dn: 0.643562 loss_giou_aux_dn: 2.040109 loss: 14.829713 eta: 35 days, 10:50:41 batch_cost: 0.8474 data_cost: 0.0233 ips: 9.4404 images/s [07/24 13:52:54] ppdet.engine INFO: Epoch: [7] [50700/54024] learning_rate: 0.000100 loss_class: 0.687179 loss_bbox: 0.105556 loss_giou: 0.481084 loss_class_aux: 4.182654 loss_bbox_aux: 0.698096 loss_giou_aux: 2.986592 loss_class_dn: 0.343396 loss_bbox_dn: 0.102734 loss_giou_dn: 0.370620 loss_class_aux_dn: 1.868374 loss_bbox_aux_dn: 0.636927 loss_giou_aux_dn: 2.131459 loss: 14.975418 eta: 35 days, 10:48:37 batch_cost: 0.8571 data_cost: 0.0011 ips: 9.3340 images/s [07/24 13:54:29] ppdet.engine INFO: Epoch: [7] [50800/54024] learning_rate: 0.000100 loss_class: 0.691316 loss_bbox: 0.111997 loss_giou: 0.492542 loss_class_aux: 4.314487 loss_bbox_aux: 0.740183 loss_giou_aux: 3.082715 loss_class_dn: 0.351305 loss_bbox_dn: 0.101752 loss_giou_dn: 0.385473 loss_class_aux_dn: 1.873521 loss_bbox_aux_dn: 0.647403 loss_giou_aux_dn: 2.201310 loss: 15.260968 eta: 35 days, 10:47:39 batch_cost: 0.9090 data_cost: 0.0365 ips: 8.8009 images/s [07/24 13:56:04] ppdet.engine INFO: Epoch: [7] [50900/54024] learning_rate: 0.000100 loss_class: 0.738136 loss_bbox: 0.114985 loss_giou: 0.521188 loss_class_aux: 4.521735 loss_bbox_aux: 0.769457 loss_giou_aux: 3.302329 loss_class_dn: 0.363879 loss_bbox_dn: 0.114662 loss_giou_dn: 0.400048 loss_class_aux_dn: 1.982996 loss_bbox_aux_dn: 0.733967 loss_giou_aux_dn: 2.249165 loss: 15.882573 eta: 35 days, 10:46:36 batch_cost: 0.9048 data_cost: 0.0788 ips: 8.8413 images/s [07/24 13:57:40] ppdet.engine INFO: Epoch: [7] [51000/54024] learning_rate: 0.000100 loss_class: 0.722988 loss_bbox: 0.112085 loss_giou: 0.480059 loss_class_aux: 4.461270 loss_bbox_aux: 0.744829 loss_giou_aux: 3.028433 loss_class_dn: 0.361343 loss_bbox_dn: 0.103375 loss_giou_dn: 0.382481 loss_class_aux_dn: 1.960105 loss_bbox_aux_dn: 0.636148 loss_giou_aux_dn: 2.213365 loss: 15.707727 eta: 35 days, 10:45:44 batch_cost: 0.9132 data_cost: 0.0010 ips: 8.7607 images/s [07/24 13:59:05] ppdet.engine INFO: Epoch: [7] [51100/54024] learning_rate: 0.000100 loss_class: 0.718206 loss_bbox: 0.115581 loss_giou: 0.478690 loss_class_aux: 4.466615 loss_bbox_aux: 0.766733 loss_giou_aux: 3.066225 loss_class_dn: 0.364347 loss_bbox_dn: 0.109049 loss_giou_dn: 0.382901 loss_class_aux_dn: 1.976754 loss_bbox_aux_dn: 0.688311 loss_giou_aux_dn: 2.234935 loss: 15.844069 eta: 35 days, 10:42:37 batch_cost: 0.8089 data_cost: 0.0184 ips: 9.8894 images/s [07/24 14:00:41] ppdet.engine INFO: Epoch: [7] [51200/54024] learning_rate: 0.000100 loss_class: 0.724640 loss_bbox: 0.121472 loss_giou: 0.529460 loss_class_aux: 4.508577 loss_bbox_aux: 0.798329 loss_giou_aux: 3.310676 loss_class_dn: 0.362616 loss_bbox_dn: 0.111940 loss_giou_dn: 0.419984 loss_class_aux_dn: 1.963721 loss_bbox_aux_dn: 0.686894 loss_giou_aux_dn: 2.349452 loss: 16.312885 eta: 35 days, 10:41:41 batch_cost: 0.9099 data_cost: 0.0256 ips: 8.7926 images/s [07/24 14:02:19] ppdet.engine INFO: Epoch: [7] [51300/54024] learning_rate: 0.000100 loss_class: 0.661031 loss_bbox: 0.109515 loss_giou: 0.465267 loss_class_aux: 4.117454 loss_bbox_aux: 0.709024 loss_giou_aux: 2.867792 loss_class_dn: 0.319989 loss_bbox_dn: 0.102150 loss_giou_dn: 0.360562 loss_class_aux_dn: 1.749186 loss_bbox_aux_dn: 0.620533 loss_giou_aux_dn: 2.085221 loss: 14.426509 eta: 35 days, 10:41:16 batch_cost: 0.9340 data_cost: 0.0863 ips: 8.5652 images/s [07/24 14:04:15] ppdet.engine INFO: Epoch: [7] [51400/54024] learning_rate: 0.000100 loss_class: 0.674764 loss_bbox: 0.108650 loss_giou: 0.472908 loss_class_aux: 4.280338 loss_bbox_aux: 0.726370 loss_giou_aux: 2.962297 loss_class_dn: 0.340160 loss_bbox_dn: 0.106144 loss_giou_dn: 0.362902 loss_class_aux_dn: 1.823668 loss_bbox_aux_dn: 0.650925 loss_giou_aux_dn: 2.088299 loss: 14.635683 eta: 35 days, 10:44:43 batch_cost: 1.1138 data_cost: 0.0415 ips: 7.1828 images/s [07/24 14:05:52] ppdet.engine INFO: Epoch: [7] [51500/54024] learning_rate: 0.000100 loss_class: 0.717811 loss_bbox: 0.113155 loss_giou: 0.451947 loss_class_aux: 4.470517 loss_bbox_aux: 0.748658 loss_giou_aux: 2.852065 loss_class_dn: 0.346003 loss_bbox_dn: 0.113694 loss_giou_dn: 0.377827 loss_class_aux_dn: 1.869100 loss_bbox_aux_dn: 0.678851 loss_giou_aux_dn: 2.167023 loss: 15.630930 eta: 35 days, 10:44:12 batch_cost: 0.9298 data_cost: 0.0255 ips: 8.6043 images/s [07/24 14:07:25] ppdet.engine INFO: Epoch: [7] [51600/54024] learning_rate: 0.000100 loss_class: 0.671385 loss_bbox: 0.112292 loss_giou: 0.494012 loss_class_aux: 4.171813 loss_bbox_aux: 0.727418 loss_giou_aux: 3.026445 loss_class_dn: 0.345959 loss_bbox_dn: 0.104551 loss_giou_dn: 0.384214 loss_class_aux_dn: 1.881348 loss_bbox_aux_dn: 0.648656 loss_giou_aux_dn: 2.210034 loss: 15.141394 eta: 35 days, 10:42:44 batch_cost: 0.8851 data_cost: 0.0321 ips: 9.0389 images/s [07/24 14:08:57] ppdet.engine INFO: Epoch: [7] [51700/54024] learning_rate: 0.000100 loss_class: 0.702454 loss_bbox: 0.108604 loss_giou: 0.523036 loss_class_aux: 4.377384 loss_bbox_aux: 0.699167 loss_giou_aux: 3.225041 loss_class_dn: 0.350174 loss_bbox_dn: 0.108161 loss_giou_dn: 0.389222 loss_class_aux_dn: 1.871289 loss_bbox_aux_dn: 0.673910 loss_giou_aux_dn: 2.201626 loss: 15.363651 eta: 35 days, 10:40:59 batch_cost: 0.8724 data_cost: 0.0011 ips: 9.1705 images/s [07/24 14:10:27] ppdet.engine INFO: Epoch: [7] [51800/54024] learning_rate: 0.000100 loss_class: 0.738241 loss_bbox: 0.123112 loss_giou: 0.491595 loss_class_aux: 4.550923 loss_bbox_aux: 0.777648 loss_giou_aux: 3.126188 loss_class_dn: 0.345612 loss_bbox_dn: 0.115395 loss_giou_dn: 0.377909 loss_class_aux_dn: 1.865898 loss_bbox_aux_dn: 0.701444 loss_giou_aux_dn: 2.124202 loss: 15.475708 eta: 35 days, 10:38:52 batch_cost: 0.8553 data_cost: 0.0396 ips: 9.3534 images/s [07/24 14:12:10] ppdet.engine INFO: Epoch: [7] [51900/54024] learning_rate: 0.000100 loss_class: 0.704901 loss_bbox: 0.118392 loss_giou: 0.498161 loss_class_aux: 4.355737 loss_bbox_aux: 0.761929 loss_giou_aux: 3.135957 loss_class_dn: 0.360582 loss_bbox_dn: 0.112875 loss_giou_dn: 0.390887 loss_class_aux_dn: 1.959284 loss_bbox_aux_dn: 0.693979 loss_giou_aux_dn: 2.237615 loss: 15.786616 eta: 35 days, 10:39:31 batch_cost: 0.9838 data_cost: 0.0708 ips: 8.1315 images/s [07/24 14:13:33] ppdet.engine INFO: Epoch: [7] [52000/54024] learning_rate: 0.000100 loss_class: 0.696245 loss_bbox: 0.115893 loss_giou: 0.574295 loss_class_aux: 4.291165 loss_bbox_aux: 0.747981 loss_giou_aux: 3.603622 loss_class_dn: 0.343765 loss_bbox_dn: 0.102744 loss_giou_dn: 0.417584 loss_class_aux_dn: 1.872594 loss_bbox_aux_dn: 0.639143 loss_giou_aux_dn: 2.379524 loss: 15.249041 eta: 35 days, 10:35:56 batch_cost: 0.7874 data_cost: 0.0175 ips: 10.1603 images/s [07/24 14:14:59] ppdet.engine INFO: Epoch: [7] [52100/54024] learning_rate: 0.000100 loss_class: 0.700284 loss_bbox: 0.110439 loss_giou: 0.472540 loss_class_aux: 4.313422 loss_bbox_aux: 0.702813 loss_giou_aux: 2.921729 loss_class_dn: 0.334060 loss_bbox_dn: 0.105817 loss_giou_dn: 0.368590 loss_class_aux_dn: 1.802272 loss_bbox_aux_dn: 0.668081 loss_giou_aux_dn: 2.112529 loss: 14.456566 eta: 35 days, 10:32:50 batch_cost: 0.8098 data_cost: 0.0010 ips: 9.8787 images/s [07/24 14:16:29] ppdet.engine INFO: Epoch: [7] [52200/54024] learning_rate: 0.000100 loss_class: 0.684878 loss_bbox: 0.117915 loss_giou: 0.490751 loss_class_aux: 4.250993 loss_bbox_aux: 0.766627 loss_giou_aux: 3.085538 loss_class_dn: 0.350279 loss_bbox_dn: 0.104947 loss_giou_dn: 0.384571 loss_class_aux_dn: 1.898173 loss_bbox_aux_dn: 0.652027 loss_giou_aux_dn: 2.195683 loss: 15.819016 eta: 35 days, 10:30:48 batch_cost: 0.8591 data_cost: 0.0010 ips: 9.3122 images/s [07/24 14:18:11] ppdet.engine INFO: Epoch: [7] [52300/54024] learning_rate: 0.000100 loss_class: 0.693124 loss_bbox: 0.120197 loss_giou: 0.503043 loss_class_aux: 4.280223 loss_bbox_aux: 0.762723 loss_giou_aux: 3.110151 loss_class_dn: 0.354607 loss_bbox_dn: 0.109240 loss_giou_dn: 0.388357 loss_class_aux_dn: 1.909227 loss_bbox_aux_dn: 0.646203 loss_giou_aux_dn: 2.220334 loss: 16.004642 eta: 35 days, 10:31:18 batch_cost: 0.9765 data_cost: 0.1087 ips: 8.1928 images/s [07/24 14:19:52] ppdet.engine INFO: Epoch: [7] [52400/54024] learning_rate: 0.000100 loss_class: 0.691708 loss_bbox: 0.115319 loss_giou: 0.550918 loss_class_aux: 4.271204 loss_bbox_aux: 0.751387 loss_giou_aux: 3.452756 loss_class_dn: 0.356383 loss_bbox_dn: 0.110835 loss_giou_dn: 0.404429 loss_class_aux_dn: 1.884419 loss_bbox_aux_dn: 0.656701 loss_giou_aux_dn: 2.325546 loss: 15.766616 eta: 35 days, 10:31:24 batch_cost: 0.9590 data_cost: 0.0010 ips: 8.3420 images/s [07/24 14:21:33] ppdet.engine INFO: Epoch: [7] [52500/54024] learning_rate: 0.000100 loss_class: 0.661959 loss_bbox: 0.116439 loss_giou: 0.504314 loss_class_aux: 4.048923 loss_bbox_aux: 0.738487 loss_giou_aux: 3.132009 loss_class_dn: 0.333941 loss_bbox_dn: 0.108730 loss_giou_dn: 0.390307 loss_class_aux_dn: 1.802039 loss_bbox_aux_dn: 0.668793 loss_giou_aux_dn: 2.181463 loss: 15.069110 eta: 35 days, 10:31:45 batch_cost: 0.9698 data_cost: 0.0089 ips: 8.2491 images/s [07/24 14:23:04] ppdet.engine INFO: Epoch: [7] [52600/54024] learning_rate: 0.000100 loss_class: 0.718307 loss_bbox: 0.119213 loss_giou: 0.541762 loss_class_aux: 4.383484 loss_bbox_aux: 0.750154 loss_giou_aux: 3.401463 loss_class_dn: 0.361718 loss_bbox_dn: 0.106643 loss_giou_dn: 0.418395 loss_class_aux_dn: 1.938208 loss_bbox_aux_dn: 0.651854 loss_giou_aux_dn: 2.339054 loss: 16.305239 eta: 35 days, 10:29:40 batch_cost: 0.8573 data_cost: 0.0010 ips: 9.3311 images/s [07/24 14:24:41] ppdet.engine INFO: Epoch: [7] [52700/54024] learning_rate: 0.000100 loss_class: 0.665727 loss_bbox: 0.110308 loss_giou: 0.528140 loss_class_aux: 4.167715 loss_bbox_aux: 0.742139 loss_giou_aux: 3.320673 loss_class_dn: 0.340748 loss_bbox_dn: 0.097880 loss_giou_dn: 0.378742 loss_class_aux_dn: 1.855811 loss_bbox_aux_dn: 0.605128 loss_giou_aux_dn: 2.187093 loss: 14.863091 eta: 35 days, 10:29:01 batch_cost: 0.9230 data_cost: 0.0192 ips: 8.6671 images/s [07/24 14:26:23] ppdet.engine INFO: Epoch: [7] [52800/54024] learning_rate: 0.000100 loss_class: 0.705277 loss_bbox: 0.111145 loss_giou: 0.484728 loss_class_aux: 4.426133 loss_bbox_aux: 0.728517 loss_giou_aux: 3.048779 loss_class_dn: 0.354901 loss_bbox_dn: 0.110213 loss_giou_dn: 0.383805 loss_class_aux_dn: 1.919314 loss_bbox_aux_dn: 0.678704 loss_giou_aux_dn: 2.161742 loss: 15.406644 eta: 35 days, 10:29:25 batch_cost: 0.9727 data_cost: 0.0231 ips: 8.2248 images/s [07/24 14:27:58] ppdet.engine INFO: Epoch: [7] [52900/54024] learning_rate: 0.000100 loss_class: 0.709085 loss_bbox: 0.116860 loss_giou: 0.470396 loss_class_aux: 4.412436 loss_bbox_aux: 0.756825 loss_giou_aux: 2.962987 loss_class_dn: 0.346580 loss_bbox_dn: 0.108181 loss_giou_dn: 0.372049 loss_class_aux_dn: 1.864403 loss_bbox_aux_dn: 0.665769 loss_giou_aux_dn: 2.119536 loss: 15.153419 eta: 35 days, 10:28:23 batch_cost: 0.9064 data_cost: 0.0613 ips: 8.8264 images/s [07/24 14:29:23] ppdet.engine INFO: Epoch: [7] [53000/54024] learning_rate: 0.000100 loss_class: 0.706924 loss_bbox: 0.111599 loss_giou: 0.559924 loss_class_aux: 4.420064 loss_bbox_aux: 0.742002 loss_giou_aux: 3.487189 loss_class_dn: 0.350198 loss_bbox_dn: 0.106152 loss_giou_dn: 0.396241 loss_class_aux_dn: 1.893730 loss_bbox_aux_dn: 0.648271 loss_giou_aux_dn: 2.284933 loss: 15.698298 eta: 35 days, 10:25:16 batch_cost: 0.8087 data_cost: 0.0010 ips: 9.8925 images/s [07/24 14:30:59] ppdet.engine INFO: Epoch: [7] [53100/54024] learning_rate: 0.000100 loss_class: 0.726238 loss_bbox: 0.114238 loss_giou: 0.536741 loss_class_aux: 4.446368 loss_bbox_aux: 0.764909 loss_giou_aux: 3.378315 loss_class_dn: 0.353398 loss_bbox_dn: 0.107331 loss_giou_dn: 0.389388 loss_class_aux_dn: 1.927133 loss_bbox_aux_dn: 0.655944 loss_giou_aux_dn: 2.193476 loss: 15.842813 eta: 35 days, 10:24:25 batch_cost: 0.9140 data_cost: 0.0010 ips: 8.7525 images/s [07/24 14:32:40] ppdet.engine INFO: Epoch: [7] [53200/54024] learning_rate: 0.000100 loss_class: 0.707344 loss_bbox: 0.119944 loss_giou: 0.518246 loss_class_aux: 4.417408 loss_bbox_aux: 0.781521 loss_giou_aux: 3.252828 loss_class_dn: 0.362030 loss_bbox_dn: 0.102462 loss_giou_dn: 0.391545 loss_class_aux_dn: 1.961406 loss_bbox_aux_dn: 0.625567 loss_giou_aux_dn: 2.201828 loss: 15.719766 eta: 35 days, 10:24:33 batch_cost: 0.9604 data_cost: 0.0861 ips: 8.3298 images/s [07/24 14:34:31] ppdet.engine INFO: Epoch: [7] [53300/54024] learning_rate: 0.000100 loss_class: 0.764095 loss_bbox: 0.123494 loss_giou: 0.556864 loss_class_aux: 4.786788 loss_bbox_aux: 0.805246 loss_giou_aux: 3.459490 loss_class_dn: 0.365497 loss_bbox_dn: 0.108493 loss_giou_dn: 0.414145 loss_class_aux_dn: 1.971943 loss_bbox_aux_dn: 0.676152 loss_giou_aux_dn: 2.358000 loss: 16.367046 eta: 35 days, 10:26:54 batch_cost: 1.0640 data_cost: 0.1814 ips: 7.5187 images/s [07/24 14:36:19] ppdet.engine INFO: Epoch: [7] [53400/54024] learning_rate: 0.000100 loss_class: 0.686353 loss_bbox: 0.117068 loss_giou: 0.488528 loss_class_aux: 4.272846 loss_bbox_aux: 0.745999 loss_giou_aux: 3.043057 loss_class_dn: 0.340401 loss_bbox_dn: 0.107165 loss_giou_dn: 0.373501 loss_class_aux_dn: 1.816028 loss_bbox_aux_dn: 0.656081 loss_giou_aux_dn: 2.128776 loss: 14.836818 eta: 35 days, 10:28:47 batch_cost: 1.0425 data_cost: 0.1547 ips: 7.6735 images/s [07/24 14:37:46] ppdet.engine INFO: Epoch: [7] [53500/54024] learning_rate: 0.000100 loss_class: 0.711470 loss_bbox: 0.109534 loss_giou: 0.485543 loss_class_aux: 4.384104 loss_bbox_aux: 0.720704 loss_giou_aux: 3.077305 loss_class_dn: 0.347060 loss_bbox_dn: 0.104462 loss_giou_dn: 0.381537 loss_class_aux_dn: 1.851670 loss_bbox_aux_dn: 0.668709 loss_giou_aux_dn: 2.185332 loss: 15.244992 eta: 35 days, 10:25:51 batch_cost: 0.8172 data_cost: 0.0009 ips: 9.7893 images/s [07/24 14:39:17] ppdet.engine INFO: Epoch: [7] [53600/54024] learning_rate: 0.000100 loss_class: 0.701604 loss_bbox: 0.115966 loss_giou: 0.506074 loss_class_aux: 4.369270 loss_bbox_aux: 0.769209 loss_giou_aux: 3.137401 loss_class_dn: 0.348804 loss_bbox_dn: 0.108479 loss_giou_dn: 0.387363 loss_class_aux_dn: 1.907009 loss_bbox_aux_dn: 0.677068 loss_giou_aux_dn: 2.198343 loss: 15.003026 eta: 35 days, 10:23:57 batch_cost: 0.8658 data_cost: 0.0010 ips: 9.2405 images/s [07/24 14:40:38] ppdet.engine INFO: Epoch: [7] [53700/54024] learning_rate: 0.000100 loss_class: 0.689465 loss_bbox: 0.111590 loss_giou: 0.479460 loss_class_aux: 4.352916 loss_bbox_aux: 0.736072 loss_giou_aux: 3.065756 loss_class_dn: 0.347105 loss_bbox_dn: 0.106699 loss_giou_dn: 0.386096 loss_class_aux_dn: 1.894166 loss_bbox_aux_dn: 0.662955 loss_giou_aux_dn: 2.220808 loss: 15.350651 eta: 35 days, 10:19:57 batch_cost: 0.7669 data_cost: 0.0010 ips: 10.4312 images/s [07/24 14:42:12] ppdet.engine INFO: Epoch: [7] [53800/54024] learning_rate: 0.000100 loss_class: 0.655269 loss_bbox: 0.101689 loss_giou: 0.486609 loss_class_aux: 3.998229 loss_bbox_aux: 0.669978 loss_giou_aux: 3.119330 loss_class_dn: 0.334377 loss_bbox_dn: 0.098747 loss_giou_dn: 0.387361 loss_class_aux_dn: 1.800434 loss_bbox_aux_dn: 0.620211 loss_giou_aux_dn: 2.169339 loss: 15.299191 eta: 35 days, 10:18:41 batch_cost: 0.8945 data_cost: 0.0009 ips: 8.9431 images/s [07/24 14:43:42] ppdet.engine INFO: Epoch: [7] [53900/54024] learning_rate: 0.000100 loss_class: 0.738736 loss_bbox: 0.117205 loss_giou: 0.511547 loss_class_aux: 4.628293 loss_bbox_aux: 0.748123 loss_giou_aux: 3.222177 loss_class_dn: 0.354780 loss_bbox_dn: 0.114690 loss_giou_dn: 0.398419 loss_class_aux_dn: 1.917843 loss_bbox_aux_dn: 0.710489 loss_giou_aux_dn: 2.253691 loss: 15.513913 eta: 35 days, 10:16:36 batch_cost: 0.8575 data_cost: 0.0009 ips: 9.3293 images/s [07/24 14:45:11] ppdet.engine INFO: Epoch: [7] [54000/54024] learning_rate: 0.000100 loss_class: 0.703297 loss_bbox: 0.114616 loss_giou: 0.547680 loss_class_aux: 4.389459 loss_bbox_aux: 0.761999 loss_giou_aux: 3.386543 loss_class_dn: 0.362620 loss_bbox_dn: 0.109960 loss_giou_dn: 0.420305 loss_class_aux_dn: 1.966603 loss_bbox_aux_dn: 0.674842 loss_giou_aux_dn: 2.398633 loss: 16.068020 eta: 35 days, 10:14:18 batch_cost: 0.8460 data_cost: 0.0010 ips: 9.4562 images/s [07/24 14:45:45] ppdet.engine INFO: Eval iter: 0 [07/24 14:46:05] ppdet.engine INFO: Eval iter: 100 [07/24 14:46:25] ppdet.engine INFO: Eval iter: 200 [07/24 14:46:45] ppdet.engine INFO: Eval iter: 300 [07/24 14:47:05] 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ppdet.metrics.metrics INFO: The bbox result is saved to bbox.json. loading annotations into memory... Done (t=5.79s) creating index... index created! [07/24 15:25:16] ppdet.metrics.coco_utils INFO: Start evaluate... Loading and preparing results... DONE (t=232.67s) creating index... index created! Running per image evaluation... Evaluate annotation type *bbox* DONE (t=2574.91s). Accumulating evaluation results... DONE (t=847.48s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.337 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.445 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.365 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.155 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.324 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.464 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.283 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.547 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.591 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.353 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.592 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.752 [07/24 16:27:55] ppdet.engine INFO: Total sample number: 80000, average FPS: 39.129500537261976 [07/24 16:27:55] ppdet.engine INFO: Best test bbox ap is 0.337. [07/24 16:28:09] ppdet.engine INFO: Epoch: [8] [ 0/54024] learning_rate: 0.000100 loss_class: 0.656238 loss_bbox: 0.112868 loss_giou: 0.558725 loss_class_aux: 4.134865 loss_bbox_aux: 0.729940 loss_giou_aux: 3.473292 loss_class_dn: 0.350436 loss_bbox_dn: 0.104011 loss_giou_dn: 0.417137 loss_class_aux_dn: 1.869554 loss_bbox_aux_dn: 0.652098 loss_giou_aux_dn: 2.359514 loss: 15.465858 eta: 35 days, 10:13:50 batch_cost: 0.8476 data_cost: 0.0015 ips: 9.4380 images/s [07/24 16:30:03] ppdet.engine INFO: Epoch: [8] [ 100/54024] learning_rate: 0.000100 loss_class: 0.710299 loss_bbox: 0.109428 loss_giou: 0.497831 loss_class_aux: 4.410466 loss_bbox_aux: 0.739229 loss_giou_aux: 3.109002 loss_class_dn: 0.354021 loss_bbox_dn: 0.105138 loss_giou_dn: 0.380223 loss_class_aux_dn: 1.929610 loss_bbox_aux_dn: 0.625003 loss_giou_aux_dn: 2.168822 loss: 15.574345 eta: 35 days, 10:16:45 batch_cost: 1.0909 data_cost: 0.0348 ips: 7.3337 images/s [07/24 16:31:51] ppdet.engine INFO: Epoch: [8] [ 200/54024] learning_rate: 0.000100 loss_class: 0.722827 loss_bbox: 0.112810 loss_giou: 0.515200 loss_class_aux: 4.514235 loss_bbox_aux: 0.737058 loss_giou_aux: 3.173924 loss_class_dn: 0.355414 loss_bbox_dn: 0.108637 loss_giou_dn: 0.397229 loss_class_aux_dn: 1.917680 loss_bbox_aux_dn: 0.659461 loss_giou_aux_dn: 2.228341 loss: 15.875930 eta: 35 days, 10:18:26 batch_cost: 1.0332 data_cost: 0.0387 ips: 7.7427 images/s [07/24 16:33:44] ppdet.engine INFO: Epoch: [8] [ 300/54024] learning_rate: 0.000100 loss_class: 0.688983 loss_bbox: 0.114457 loss_giou: 0.484605 loss_class_aux: 4.262803 loss_bbox_aux: 0.750895 loss_giou_aux: 3.018132 loss_class_dn: 0.339694 loss_bbox_dn: 0.114106 loss_giou_dn: 0.376878 loss_class_aux_dn: 1.844529 loss_bbox_aux_dn: 0.690759 loss_giou_aux_dn: 2.142540 loss: 14.918687 eta: 35 days, 10:21:10 batch_cost: 1.0836 data_cost: 0.0010 ips: 7.3830 images/s [07/24 16:35:12] ppdet.engine INFO: Epoch: [8] [ 400/54024] learning_rate: 0.000100 loss_class: 0.706451 loss_bbox: 0.112980 loss_giou: 0.518955 loss_class_aux: 4.386568 loss_bbox_aux: 0.762071 loss_giou_aux: 3.259968 loss_class_dn: 0.352511 loss_bbox_dn: 0.111913 loss_giou_dn: 0.387368 loss_class_aux_dn: 1.898158 loss_bbox_aux_dn: 0.690426 loss_giou_aux_dn: 2.235630 loss: 15.479040 eta: 35 days, 10:18:36 batch_cost: 0.8341 data_cost: 0.0010 ips: 9.5906 images/s [07/24 16:36:42] ppdet.engine INFO: Epoch: [8] [ 500/54024] learning_rate: 0.000100 loss_class: 0.760036 loss_bbox: 0.117288 loss_giou: 0.529836 loss_class_aux: 4.698071 loss_bbox_aux: 0.769423 loss_giou_aux: 3.373777 loss_class_dn: 0.374732 loss_bbox_dn: 0.113552 loss_giou_dn: 0.424120 loss_class_aux_dn: 2.008945 loss_bbox_aux_dn: 0.675646 loss_giou_aux_dn: 2.429071 loss: 16.386395 eta: 35 days, 10:16:30 batch_cost: 0.8559 data_cost: 0.0010 ips: 9.3470 images/s [07/24 16:38:27] ppdet.engine INFO: Epoch: [8] [ 600/54024] learning_rate: 0.000100 loss_class: 0.639825 loss_bbox: 0.108372 loss_giou: 0.474748 loss_class_aux: 4.013605 loss_bbox_aux: 0.702373 loss_giou_aux: 3.025193 loss_class_dn: 0.330087 loss_bbox_dn: 0.095027 loss_giou_dn: 0.376396 loss_class_aux_dn: 1.805254 loss_bbox_aux_dn: 0.579714 loss_giou_aux_dn: 2.129443 loss: 14.572806 eta: 35 days, 10:17:28 batch_cost: 1.0004 data_cost: 0.0314 ips: 7.9972 images/s [07/24 16:39:58] ppdet.engine INFO: Epoch: [8] [ 700/54024] learning_rate: 0.000100 loss_class: 0.751430 loss_bbox: 0.116352 loss_giou: 0.532579 loss_class_aux: 4.606483 loss_bbox_aux: 0.785337 loss_giou_aux: 3.364200 loss_class_dn: 0.376895 loss_bbox_dn: 0.107936 loss_giou_dn: 0.428218 loss_class_aux_dn: 2.010787 loss_bbox_aux_dn: 0.656251 loss_giou_aux_dn: 2.431805 loss: 16.513713 eta: 35 days, 10:15:38 batch_cost: 0.8684 data_cost: 0.0683 ips: 9.2121 images/s [07/24 16:41:25] ppdet.engine INFO: Epoch: [8] [ 800/54024] learning_rate: 0.000100 loss_class: 0.701736 loss_bbox: 0.111252 loss_giou: 0.473211 loss_class_aux: 4.357709 loss_bbox_aux: 0.718219 loss_giou_aux: 2.940266 loss_class_dn: 0.329300 loss_bbox_dn: 0.106321 loss_giou_dn: 0.354750 loss_class_aux_dn: 1.778372 loss_bbox_aux_dn: 0.640531 loss_giou_aux_dn: 2.018628 loss: 14.156085 eta: 35 days, 10:12:49 batch_cost: 0.8224 data_cost: 0.0010 ips: 9.7276 images/s [07/24 16:42:58] ppdet.engine INFO: Epoch: [8] [ 900/54024] learning_rate: 0.000100 loss_class: 0.707827 loss_bbox: 0.122618 loss_giou: 0.510015 loss_class_aux: 4.368048 loss_bbox_aux: 0.757182 loss_giou_aux: 3.161170 loss_class_dn: 0.348377 loss_bbox_dn: 0.108756 loss_giou_dn: 0.391640 loss_class_aux_dn: 1.873421 loss_bbox_aux_dn: 0.669797 loss_giou_aux_dn: 2.263997 loss: 15.702301 eta: 35 days, 10:11:14 batch_cost: 0.8806 data_cost: 0.0270 ips: 9.0847 images/s [07/24 16:44:24] ppdet.engine INFO: Epoch: [8] [ 1000/54024] learning_rate: 0.000100 loss_class: 0.700331 loss_bbox: 0.106330 loss_giou: 0.478758 loss_class_aux: 4.371045 loss_bbox_aux: 0.723007 loss_giou_aux: 3.045641 loss_class_dn: 0.352167 loss_bbox_dn: 0.103620 loss_giou_dn: 0.376508 loss_class_aux_dn: 1.876393 loss_bbox_aux_dn: 0.630367 loss_giou_aux_dn: 2.138847 loss: 15.141039 eta: 35 days, 10:08:20 batch_cost: 0.8183 data_cost: 0.0010 ips: 9.7767 images/s [07/24 16:46:00] ppdet.engine INFO: Epoch: [8] [ 1100/54024] learning_rate: 0.000100 loss_class: 0.708919 loss_bbox: 0.110691 loss_giou: 0.521927 loss_class_aux: 4.469819 loss_bbox_aux: 0.731905 loss_giou_aux: 3.280081 loss_class_dn: 0.359264 loss_bbox_dn: 0.103929 loss_giou_dn: 0.407572 loss_class_aux_dn: 1.917782 loss_bbox_aux_dn: 0.645873 loss_giou_aux_dn: 2.284134 loss: 15.310039 eta: 35 days, 10:07:20 batch_cost: 0.9080 data_cost: 0.0278 ips: 8.8105 images/s [07/24 16:47:29] ppdet.engine INFO: Epoch: [8] [ 1200/54024] learning_rate: 0.000100 loss_class: 0.700851 loss_bbox: 0.113506 loss_giou: 0.510771 loss_class_aux: 4.326463 loss_bbox_aux: 0.733683 loss_giou_aux: 3.200914 loss_class_dn: 0.348097 loss_bbox_dn: 0.106112 loss_giou_dn: 0.387308 loss_class_aux_dn: 1.890484 loss_bbox_aux_dn: 0.653252 loss_giou_aux_dn: 2.204387 loss: 15.468550 eta: 35 days, 10:05:04 batch_cost: 0.8480 data_cost: 0.0016 ips: 9.4341 images/s [07/24 16:49:07] ppdet.engine INFO: Epoch: [8] [ 1300/54024] learning_rate: 0.000100 loss_class: 0.681445 loss_bbox: 0.108753 loss_giou: 0.438042 loss_class_aux: 4.266066 loss_bbox_aux: 0.716234 loss_giou_aux: 2.714316 loss_class_dn: 0.338530 loss_bbox_dn: 0.106700 loss_giou_dn: 0.352034 loss_class_aux_dn: 1.853825 loss_bbox_aux_dn: 0.645486 loss_giou_aux_dn: 2.015411 loss: 14.799376 eta: 35 days, 10:04:29 batch_cost: 0.9271 data_cost: 0.0118 ips: 8.6286 images/s [07/24 16:50:36] ppdet.engine INFO: Epoch: [8] [ 1400/54024] learning_rate: 0.000100 loss_class: 0.675164 loss_bbox: 0.113174 loss_giou: 0.497196 loss_class_aux: 4.198545 loss_bbox_aux: 0.750914 loss_giou_aux: 3.079045 loss_class_dn: 0.334161 loss_bbox_dn: 0.108003 loss_giou_dn: 0.383954 loss_class_aux_dn: 1.800358 loss_bbox_aux_dn: 0.661816 loss_giou_aux_dn: 2.158180 loss: 14.616628 eta: 35 days, 10:02:06 batch_cost: 0.8432 data_cost: 0.0010 ips: 9.4873 images/s [07/24 16:52:08] ppdet.engine INFO: Epoch: [8] [ 1500/54024] learning_rate: 0.000100 loss_class: 0.726148 loss_bbox: 0.109146 loss_giou: 0.540169 loss_class_aux: 4.448567 loss_bbox_aux: 0.698391 loss_giou_aux: 3.412451 loss_class_dn: 0.353642 loss_bbox_dn: 0.101686 loss_giou_dn: 0.399259 loss_class_aux_dn: 1.898324 loss_bbox_aux_dn: 0.652055 loss_giou_aux_dn: 2.333320 loss: 15.909963 eta: 35 days, 10:00:29 batch_cost: 0.8787 data_cost: 0.0010 ips: 9.1046 images/s [07/24 16:53:38] ppdet.engine INFO: Epoch: [8] [ 1600/54024] learning_rate: 0.000100 loss_class: 0.743516 loss_bbox: 0.107077 loss_giou: 0.514802 loss_class_aux: 4.450191 loss_bbox_aux: 0.715786 loss_giou_aux: 3.196957 loss_class_dn: 0.364457 loss_bbox_dn: 0.098481 loss_giou_dn: 0.392570 loss_class_aux_dn: 1.933636 loss_bbox_aux_dn: 0.610243 loss_giou_aux_dn: 2.247758 loss: 15.387326 eta: 35 days, 9:58:31 batch_cost: 0.8620 data_cost: 0.0432 ips: 9.2806 images/s [07/24 16:55:09] ppdet.engine INFO: Epoch: [8] [ 1700/54024] learning_rate: 0.000100 loss_class: 0.730849 loss_bbox: 0.118092 loss_giou: 0.500242 loss_class_aux: 4.470622 loss_bbox_aux: 0.744897 loss_giou_aux: 3.104487 loss_class_dn: 0.348565 loss_bbox_dn: 0.109897 loss_giou_dn: 0.381063 loss_class_aux_dn: 1.889537 loss_bbox_aux_dn: 0.664228 loss_giou_aux_dn: 2.157508 loss: 15.083241 eta: 35 days, 9:56:28 batch_cost: 0.8584 data_cost: 0.0010 ips: 9.3194 images/s [07/24 16:56:34] ppdet.engine INFO: Epoch: [8] [ 1800/54024] learning_rate: 0.000100 loss_class: 0.710155 loss_bbox: 0.117320 loss_giou: 0.457256 loss_class_aux: 4.433778 loss_bbox_aux: 0.771746 loss_giou_aux: 2.853278 loss_class_dn: 0.351653 loss_bbox_dn: 0.110572 loss_giou_dn: 0.376979 loss_class_aux_dn: 1.848393 loss_bbox_aux_dn: 0.675524 loss_giou_aux_dn: 2.093319 loss: 15.234841 eta: 35 days, 9:53:21 batch_cost: 0.8078 data_cost: 0.0010 ips: 9.9039 images/s [07/24 16:58:09] ppdet.engine INFO: Epoch: [8] [ 1900/54024] learning_rate: 0.000100 loss_class: 0.704040 loss_bbox: 0.118241 loss_giou: 0.471211 loss_class_aux: 4.410924 loss_bbox_aux: 0.752010 loss_giou_aux: 2.987148 loss_class_dn: 0.350055 loss_bbox_dn: 0.110886 loss_giou_dn: 0.366753 loss_class_aux_dn: 1.890646 loss_bbox_aux_dn: 0.688061 loss_giou_aux_dn: 2.131246 loss: 15.222736 eta: 35 days, 9:52:14 batch_cost: 0.9028 data_cost: 0.0009 ips: 8.8616 images/s [07/24 16:59:41] ppdet.engine INFO: Epoch: [8] [ 2000/54024] learning_rate: 0.000100 loss_class: 0.658709 loss_bbox: 0.115499 loss_giou: 0.501176 loss_class_aux: 4.073663 loss_bbox_aux: 0.752579 loss_giou_aux: 3.118168 loss_class_dn: 0.334742 loss_bbox_dn: 0.095485 loss_giou_dn: 0.372747 loss_class_aux_dn: 1.782421 loss_bbox_aux_dn: 0.611490 loss_giou_aux_dn: 2.139406 loss: 14.521450 eta: 35 days, 9:50:28 batch_cost: 0.8712 data_cost: 0.0232 ips: 9.1824 images/s [07/24 17:01:17] ppdet.engine INFO: Epoch: [8] [ 2100/54024] learning_rate: 0.000100 loss_class: 0.705937 loss_bbox: 0.112094 loss_giou: 0.486929 loss_class_aux: 4.344687 loss_bbox_aux: 0.731735 loss_giou_aux: 3.025571 loss_class_dn: 0.341190 loss_bbox_dn: 0.104362 loss_giou_dn: 0.373352 loss_class_aux_dn: 1.879584 loss_bbox_aux_dn: 0.636395 loss_giou_aux_dn: 2.141061 loss: 15.133033 eta: 35 days, 9:49:41 batch_cost: 0.9178 data_cost: 0.0010 ips: 8.7160 images/s [07/24 17:02:54] ppdet.engine INFO: Epoch: [8] [ 2200/54024] learning_rate: 0.000100 loss_class: 0.692009 loss_bbox: 0.109000 loss_giou: 0.494372 loss_class_aux: 4.294519 loss_bbox_aux: 0.684612 loss_giou_aux: 3.089025 loss_class_dn: 0.338489 loss_bbox_dn: 0.102519 loss_giou_dn: 0.374109 loss_class_aux_dn: 1.809937 loss_bbox_aux_dn: 0.623018 loss_giou_aux_dn: 2.122498 loss: 14.812707 eta: 35 days, 9:49:06 batch_cost: 0.9279 data_cost: 0.0092 ips: 8.6213 images/s [07/24 17:04:39] ppdet.engine INFO: Epoch: [8] [ 2300/54024] learning_rate: 0.000100 loss_class: 0.745237 loss_bbox: 0.114631 loss_giou: 0.522892 loss_class_aux: 4.596021 loss_bbox_aux: 0.733058 loss_giou_aux: 3.224266 loss_class_dn: 0.361146 loss_bbox_dn: 0.109366 loss_giou_dn: 0.395986 loss_class_aux_dn: 1.943548 loss_bbox_aux_dn: 0.644532 loss_giou_aux_dn: 2.242120 loss: 15.827294 eta: 35 days, 9:50:06 batch_cost: 1.0029 data_cost: 0.0012 ips: 7.9772 images/s [07/24 17:06:23] ppdet.engine INFO: Epoch: [8] [ 2400/54024] learning_rate: 0.000100 loss_class: 0.729286 loss_bbox: 0.118199 loss_giou: 0.525126 loss_class_aux: 4.596416 loss_bbox_aux: 0.749840 loss_giou_aux: 3.328081 loss_class_dn: 0.362263 loss_bbox_dn: 0.107049 loss_giou_dn: 0.409071 loss_class_aux_dn: 1.965141 loss_bbox_aux_dn: 0.645268 loss_giou_aux_dn: 2.339234 loss: 16.237217 eta: 35 days, 9:50:54 batch_cost: 0.9927 data_cost: 0.0010 ips: 8.0591 images/s [07/24 17:07:52] ppdet.engine INFO: Epoch: [8] [ 2500/54024] learning_rate: 0.000100 loss_class: 0.715786 loss_bbox: 0.112264 loss_giou: 0.526598 loss_class_aux: 4.375674 loss_bbox_aux: 0.737361 loss_giou_aux: 3.368979 loss_class_dn: 0.358670 loss_bbox_dn: 0.101037 loss_giou_dn: 0.401331 loss_class_aux_dn: 1.925287 loss_bbox_aux_dn: 0.625150 loss_giou_aux_dn: 2.262481 loss: 15.658391 eta: 35 days, 9:48:34 batch_cost: 0.8450 data_cost: 0.0010 ips: 9.4671 images/s [07/24 17:09:32] ppdet.engine INFO: Epoch: [8] [ 2600/54024] learning_rate: 0.000100 loss_class: 0.726007 loss_bbox: 0.112988 loss_giou: 0.519266 loss_class_aux: 4.515713 loss_bbox_aux: 0.747791 loss_giou_aux: 3.249689 loss_class_dn: 0.361885 loss_bbox_dn: 0.107753 loss_giou_dn: 0.407433 loss_class_aux_dn: 1.947176 loss_bbox_aux_dn: 0.697302 loss_giou_aux_dn: 2.253470 loss: 16.123290 eta: 35 days, 9:48:35 batch_cost: 0.9564 data_cost: 0.0350 ips: 8.3648 images/s [07/24 17:11:13] ppdet.engine INFO: Epoch: [8] [ 2700/54024] learning_rate: 0.000100 loss_class: 0.726982 loss_bbox: 0.113712 loss_giou: 0.491147 loss_class_aux: 4.562499 loss_bbox_aux: 0.756484 loss_giou_aux: 3.097583 loss_class_dn: 0.358893 loss_bbox_dn: 0.117141 loss_giou_dn: 0.383312 loss_class_aux_dn: 1.945094 loss_bbox_aux_dn: 0.690898 loss_giou_aux_dn: 2.167067 loss: 15.749284 eta: 35 days, 9:48:41 batch_cost: 0.9595 data_cost: 0.0468 ips: 8.3379 images/s [07/24 17:12:41] ppdet.engine INFO: Epoch: [8] [ 2800/54024] learning_rate: 0.000100 loss_class: 0.727869 loss_bbox: 0.116354 loss_giou: 0.543382 loss_class_aux: 4.576756 loss_bbox_aux: 0.751297 loss_giou_aux: 3.406922 loss_class_dn: 0.365569 loss_bbox_dn: 0.108778 loss_giou_dn: 0.404438 loss_class_aux_dn: 1.961580 loss_bbox_aux_dn: 0.671245 loss_giou_aux_dn: 2.334327 loss: 16.152974 eta: 35 days, 9:46:05 batch_cost: 0.8329 data_cost: 0.0010 ips: 9.6045 images/s [07/24 17:14:16] ppdet.engine INFO: Epoch: [8] [ 2900/54024] learning_rate: 0.000100 loss_class: 0.717965 loss_bbox: 0.111301 loss_giou: 0.527829 loss_class_aux: 4.467461 loss_bbox_aux: 0.724626 loss_giou_aux: 3.276592 loss_class_dn: 0.363496 loss_bbox_dn: 0.103005 loss_giou_dn: 0.389551 loss_class_aux_dn: 1.953993 loss_bbox_aux_dn: 0.642264 loss_giou_aux_dn: 2.242352 loss: 15.679380 eta: 35 days, 9:45:02 batch_cost: 0.9053 data_cost: 0.0053 ips: 8.8369 images/s [07/24 17:15:51] ppdet.engine INFO: Epoch: [8] [ 3000/54024] learning_rate: 0.000100 loss_class: 0.705458 loss_bbox: 0.110340 loss_giou: 0.449128 loss_class_aux: 4.397547 loss_bbox_aux: 0.735227 loss_giou_aux: 2.808346 loss_class_dn: 0.343068 loss_bbox_dn: 0.108757 loss_giou_dn: 0.369614 loss_class_aux_dn: 1.840187 loss_bbox_aux_dn: 0.701106 loss_giou_aux_dn: 2.113714 loss: 15.113407 eta: 35 days, 9:43:53 batch_cost: 0.9010 data_cost: 0.0010 ips: 8.8787 images/s [07/24 17:17:33] ppdet.engine INFO: Epoch: [8] [ 3100/54024] learning_rate: 0.000100 loss_class: 0.713351 loss_bbox: 0.117660 loss_giou: 0.542523 loss_class_aux: 4.430276 loss_bbox_aux: 0.770398 loss_giou_aux: 3.357207 loss_class_dn: 0.354985 loss_bbox_dn: 0.114944 loss_giou_dn: 0.407512 loss_class_aux_dn: 1.908084 loss_bbox_aux_dn: 0.708459 loss_giou_aux_dn: 2.318655 loss: 15.818422 eta: 35 days, 9:44:21 batch_cost: 0.9778 data_cost: 0.0010 ips: 8.1817 images/s [07/24 17:19:04] ppdet.engine INFO: Epoch: [8] [ 3200/54024] learning_rate: 0.000100 loss_class: 0.728193 loss_bbox: 0.118579 loss_giou: 0.524841 loss_class_aux: 4.472103 loss_bbox_aux: 0.780712 loss_giou_aux: 3.223455 loss_class_dn: 0.353731 loss_bbox_dn: 0.110349 loss_giou_dn: 0.409786 loss_class_aux_dn: 1.920537 loss_bbox_aux_dn: 0.680554 loss_giou_aux_dn: 2.300461 loss: 15.851912 eta: 35 days, 9:42:41 batch_cost: 0.8762 data_cost: 0.0706 ips: 9.1307 images/s [07/24 17:20:37] ppdet.engine INFO: Epoch: [8] [ 3300/54024] learning_rate: 0.000100 loss_class: 0.686384 loss_bbox: 0.110846 loss_giou: 0.485703 loss_class_aux: 4.331887 loss_bbox_aux: 0.734959 loss_giou_aux: 3.105876 loss_class_dn: 0.351538 loss_bbox_dn: 0.113238 loss_giou_dn: 0.395555 loss_class_aux_dn: 1.891590 loss_bbox_aux_dn: 0.688756 loss_giou_aux_dn: 2.249669 loss: 15.238770 eta: 35 days, 9:41:01 batch_cost: 0.8769 data_cost: 0.0009 ips: 9.1231 images/s [07/24 17:22:02] ppdet.engine INFO: Epoch: [8] [ 3400/54024] learning_rate: 0.000100 loss_class: 0.726662 loss_bbox: 0.115231 loss_giou: 0.501542 loss_class_aux: 4.421457 loss_bbox_aux: 0.746309 loss_giou_aux: 3.198950 loss_class_dn: 0.361673 loss_bbox_dn: 0.108903 loss_giou_dn: 0.385805 loss_class_aux_dn: 1.941704 loss_bbox_aux_dn: 0.663743 loss_giou_aux_dn: 2.188778 loss: 16.454109 eta: 35 days, 9:37:56 batch_cost: 0.8089 data_cost: 0.0009 ips: 9.8905 images/s [07/24 17:23:28] ppdet.engine INFO: Epoch: [8] [ 3500/54024] learning_rate: 0.000100 loss_class: 0.708145 loss_bbox: 0.112820 loss_giou: 0.522631 loss_class_aux: 4.414195 loss_bbox_aux: 0.740766 loss_giou_aux: 3.295550 loss_class_dn: 0.356890 loss_bbox_dn: 0.107618 loss_giou_dn: 0.403336 loss_class_aux_dn: 1.922378 loss_bbox_aux_dn: 0.652462 loss_giou_aux_dn: 2.308535 loss: 15.791135 eta: 35 days, 9:35:04 batch_cost: 0.8198 data_cost: 0.0009 ips: 9.7582 images/s [07/24 17:25:13] ppdet.engine INFO: Epoch: [8] [ 3600/54024] learning_rate: 0.000100 loss_class: 0.715702 loss_bbox: 0.108757 loss_giou: 0.448086 loss_class_aux: 4.445728 loss_bbox_aux: 0.728598 loss_giou_aux: 2.798313 loss_class_dn: 0.340959 loss_bbox_dn: 0.107692 loss_giou_dn: 0.345454 loss_class_aux_dn: 1.866827 loss_bbox_aux_dn: 0.670203 loss_giou_aux_dn: 1.977561 loss: 14.602585 eta: 35 days, 9:36:10 batch_cost: 1.0075 data_cost: 0.0010 ips: 7.9406 images/s [07/24 17:26:44] ppdet.engine INFO: Epoch: [8] [ 3700/54024] learning_rate: 0.000100 loss_class: 0.684013 loss_bbox: 0.113400 loss_giou: 0.461241 loss_class_aux: 4.225030 loss_bbox_aux: 0.759913 loss_giou_aux: 2.950521 loss_class_dn: 0.328098 loss_bbox_dn: 0.113997 loss_giou_dn: 0.373745 loss_class_aux_dn: 1.775903 loss_bbox_aux_dn: 0.689875 loss_giou_aux_dn: 2.148209 loss: 14.084799 eta: 35 days, 9:34:03 batch_cost: 0.8556 data_cost: 0.0010 ips: 9.3502 images/s [07/24 17:28:19] ppdet.engine INFO: Epoch: [8] [ 3800/54024] learning_rate: 0.000100 loss_class: 0.704362 loss_bbox: 0.115789 loss_giou: 0.476544 loss_class_aux: 4.390560 loss_bbox_aux: 0.753005 loss_giou_aux: 3.029111 loss_class_dn: 0.355211 loss_bbox_dn: 0.106995 loss_giou_dn: 0.373009 loss_class_aux_dn: 1.924125 loss_bbox_aux_dn: 0.660775 loss_giou_aux_dn: 2.131819 loss: 15.092439 eta: 35 days, 9:32:58 batch_cost: 0.9037 data_cost: 0.0010 ips: 8.8526 images/s [07/24 17:30:16] ppdet.engine INFO: Epoch: [8] [ 3900/54024] learning_rate: 0.000100 loss_class: 0.651284 loss_bbox: 0.107233 loss_giou: 0.471267 loss_class_aux: 4.097003 loss_bbox_aux: 0.702152 loss_giou_aux: 2.948626 loss_class_dn: 0.332488 loss_bbox_dn: 0.099907 loss_giou_dn: 0.367041 loss_class_aux_dn: 1.786029 loss_bbox_aux_dn: 0.631241 loss_giou_aux_dn: 2.064051 loss: 14.246069 eta: 35 days, 9:36:39 batch_cost: 1.1316 data_cost: 0.0010 ips: 7.0696 images/s [07/24 17:31:57] ppdet.engine INFO: Epoch: [8] [ 4000/54024] learning_rate: 0.000100 loss_class: 0.728797 loss_bbox: 0.117097 loss_giou: 0.512195 loss_class_aux: 4.521480 loss_bbox_aux: 0.774216 loss_giou_aux: 3.245552 loss_class_dn: 0.364757 loss_bbox_dn: 0.105388 loss_giou_dn: 0.407172 loss_class_aux_dn: 1.972269 loss_bbox_aux_dn: 0.647645 loss_giou_aux_dn: 2.315946 loss: 16.267263 eta: 35 days, 9:36:44 batch_cost: 0.9597 data_cost: 0.0456 ips: 8.3359 images/s [07/24 17:33:38] ppdet.engine INFO: Epoch: [8] [ 4100/54024] learning_rate: 0.000100 loss_class: 0.764547 loss_bbox: 0.123381 loss_giou: 0.539658 loss_class_aux: 4.645537 loss_bbox_aux: 0.819556 loss_giou_aux: 3.328523 loss_class_dn: 0.360657 loss_bbox_dn: 0.115385 loss_giou_dn: 0.409418 loss_class_aux_dn: 1.987804 loss_bbox_aux_dn: 0.699131 loss_giou_aux_dn: 2.334830 loss: 16.274069 eta: 35 days, 9:37:01 batch_cost: 0.9691 data_cost: 0.0229 ips: 8.2551 images/s [07/24 17:35:14] ppdet.engine INFO: Epoch: [8] [ 4200/54024] learning_rate: 0.000100 loss_class: 0.721660 loss_bbox: 0.116246 loss_giou: 0.535591 loss_class_aux: 4.466843 loss_bbox_aux: 0.765128 loss_giou_aux: 3.372490 loss_class_dn: 0.367224 loss_bbox_dn: 0.109712 loss_giou_dn: 0.400016 loss_class_aux_dn: 1.957057 loss_bbox_aux_dn: 0.673522 loss_giou_aux_dn: 2.332058 loss: 16.051126 eta: 35 days, 9:36:06 batch_cost: 0.9130 data_cost: 0.0457 ips: 8.7627 images/s [07/24 17:36:54] ppdet.engine INFO: Epoch: [8] [ 4300/54024] learning_rate: 0.000100 loss_class: 0.692609 loss_bbox: 0.113238 loss_giou: 0.525696 loss_class_aux: 4.322444 loss_bbox_aux: 0.728193 loss_giou_aux: 3.315828 loss_class_dn: 0.354960 loss_bbox_dn: 0.107916 loss_giou_dn: 0.405818 loss_class_aux_dn: 1.887161 loss_bbox_aux_dn: 0.660613 loss_giou_aux_dn: 2.288548 loss: 15.494527 eta: 35 days, 9:36:11 batch_cost: 0.9599 data_cost: 0.0390 ips: 8.3340 images/s [07/24 17:38:26] ppdet.engine INFO: Epoch: [8] [ 4400/54024] learning_rate: 0.000100 loss_class: 0.703327 loss_bbox: 0.112679 loss_giou: 0.521398 loss_class_aux: 4.364302 loss_bbox_aux: 0.748852 loss_giou_aux: 3.258839 loss_class_dn: 0.353637 loss_bbox_dn: 0.099265 loss_giou_dn: 0.390178 loss_class_aux_dn: 1.892741 loss_bbox_aux_dn: 0.634133 loss_giou_aux_dn: 2.228701 loss: 15.627041 eta: 35 days, 9:34:28 batch_cost: 0.8736 data_cost: 0.0010 ips: 9.1571 images/s [07/24 17:40:06] ppdet.engine INFO: Epoch: [8] [ 4500/54024] learning_rate: 0.000100 loss_class: 0.730350 loss_bbox: 0.112517 loss_giou: 0.461046 loss_class_aux: 4.568691 loss_bbox_aux: 0.738269 loss_giou_aux: 2.917512 loss_class_dn: 0.345985 loss_bbox_dn: 0.103720 loss_giou_dn: 0.360616 loss_class_aux_dn: 1.850412 loss_bbox_aux_dn: 0.640715 loss_giou_aux_dn: 2.084465 loss: 15.197487 eta: 35 days, 9:34:26 batch_cost: 0.9546 data_cost: 0.0009 ips: 8.3809 images/s [07/24 17:41:36] ppdet.engine INFO: Epoch: [8] [ 4600/54024] learning_rate: 0.000100 loss_class: 0.703809 loss_bbox: 0.113691 loss_giou: 0.521390 loss_class_aux: 4.274079 loss_bbox_aux: 0.751867 loss_giou_aux: 3.324703 loss_class_dn: 0.349172 loss_bbox_dn: 0.105633 loss_giou_dn: 0.408999 loss_class_aux_dn: 1.894308 loss_bbox_aux_dn: 0.647863 loss_giou_aux_dn: 2.272922 loss: 15.459607 eta: 35 days, 9:32:15 batch_cost: 0.8522 data_cost: 0.0009 ips: 9.3871 images/s [07/24 17:43:21] ppdet.engine INFO: Epoch: [8] [ 4700/54024] learning_rate: 0.000100 loss_class: 0.674536 loss_bbox: 0.112128 loss_giou: 0.505631 loss_class_aux: 4.246646 loss_bbox_aux: 0.739875 loss_giou_aux: 3.120864 loss_class_dn: 0.342665 loss_bbox_dn: 0.111820 loss_giou_dn: 0.395052 loss_class_aux_dn: 1.824550 loss_bbox_aux_dn: 0.692303 loss_giou_aux_dn: 2.210250 loss: 15.130054 eta: 35 days, 9:33:14 batch_cost: 1.0030 data_cost: 0.0010 ips: 7.9765 images/s [07/24 17:44:59] ppdet.engine INFO: Epoch: [8] [ 4800/54024] learning_rate: 0.000100 loss_class: 0.726283 loss_bbox: 0.117767 loss_giou: 0.575052 loss_class_aux: 4.531966 loss_bbox_aux: 0.791703 loss_giou_aux: 3.607386 loss_class_dn: 0.376235 loss_bbox_dn: 0.107232 loss_giou_dn: 0.423499 loss_class_aux_dn: 2.022085 loss_bbox_aux_dn: 0.669153 loss_giou_aux_dn: 2.434906 loss: 16.843580 eta: 35 days, 9:32:50 batch_cost: 0.9377 data_cost: 0.0992 ips: 8.5313 images/s [07/24 17:46:40] ppdet.engine INFO: Epoch: [8] [ 4900/54024] learning_rate: 0.000100 loss_class: 0.676381 loss_bbox: 0.102331 loss_giou: 0.457113 loss_class_aux: 4.246379 loss_bbox_aux: 0.682009 loss_giou_aux: 2.821933 loss_class_dn: 0.330263 loss_bbox_dn: 0.105091 loss_giou_dn: 0.351035 loss_class_aux_dn: 1.784865 loss_bbox_aux_dn: 0.627377 loss_giou_aux_dn: 2.004428 loss: 13.838181 eta: 35 days, 9:32:51 batch_cost: 0.9571 data_cost: 0.0020 ips: 8.3589 images/s [07/24 17:48:16] ppdet.engine INFO: Epoch: [8] [ 5000/54024] learning_rate: 0.000100 loss_class: 0.721079 loss_bbox: 0.103586 loss_giou: 0.511450 loss_class_aux: 4.396787 loss_bbox_aux: 0.678168 loss_giou_aux: 3.183244 loss_class_dn: 0.353659 loss_bbox_dn: 0.098131 loss_giou_dn: 0.388442 loss_class_aux_dn: 1.910487 loss_bbox_aux_dn: 0.625119 loss_giou_aux_dn: 2.202782 loss: 15.693388 eta: 35 days, 9:32:11 batch_cost: 0.9244 data_cost: 0.0010 ips: 8.6542 images/s [07/24 17:49:56] ppdet.engine INFO: Epoch: [8] [ 5100/54024] learning_rate: 0.000100 loss_class: 0.722211 loss_bbox: 0.109941 loss_giou: 0.608903 loss_class_aux: 4.450327 loss_bbox_aux: 0.726947 loss_giou_aux: 3.850603 loss_class_dn: 0.385132 loss_bbox_dn: 0.100688 loss_giou_dn: 0.454800 loss_class_aux_dn: 2.058827 loss_bbox_aux_dn: 0.622816 loss_giou_aux_dn: 2.575079 loss: 16.999798 eta: 35 days, 9:32:07 batch_cost: 0.9528 data_cost: 0.0749 ips: 8.3962 images/s [07/24 17:51:40] ppdet.engine INFO: Epoch: [8] [ 5200/54024] learning_rate: 0.000100 loss_class: 0.670269 loss_bbox: 0.110819 loss_giou: 0.509419 loss_class_aux: 4.150736 loss_bbox_aux: 0.708392 loss_giou_aux: 3.182538 loss_class_dn: 0.337206 loss_bbox_dn: 0.101476 loss_giou_dn: 0.383677 loss_class_aux_dn: 1.835227 loss_bbox_aux_dn: 0.637427 loss_giou_aux_dn: 2.208418 loss: 15.152354 eta: 35 days, 9:32:48 batch_cost: 0.9896 data_cost: 0.0461 ips: 8.0841 images/s [07/24 17:53:20] ppdet.engine INFO: Epoch: [8] [ 5300/54024] learning_rate: 0.000100 loss_class: 0.712951 loss_bbox: 0.115325 loss_giou: 0.495575 loss_class_aux: 4.425396 loss_bbox_aux: 0.753543 loss_giou_aux: 3.114620 loss_class_dn: 0.348479 loss_bbox_dn: 0.110057 loss_giou_dn: 0.379767 loss_class_aux_dn: 1.867832 loss_bbox_aux_dn: 0.690904 loss_giou_aux_dn: 2.180227 loss: 15.519829 eta: 35 days, 9:32:41 batch_cost: 0.9512 data_cost: 0.0009 ips: 8.4106 images/s [07/24 17:55:04] ppdet.engine INFO: Epoch: [8] [ 5400/54024] learning_rate: 0.000100 loss_class: 0.718316 loss_bbox: 0.123763 loss_giou: 0.515446 loss_class_aux: 4.492908 loss_bbox_aux: 0.796857 loss_giou_aux: 3.225116 loss_class_dn: 0.362314 loss_bbox_dn: 0.110810 loss_giou_dn: 0.402801 loss_class_aux_dn: 1.962152 loss_bbox_aux_dn: 0.694112 loss_giou_aux_dn: 2.277058 loss: 16.032379 eta: 35 days, 9:33:40 batch_cost: 1.0034 data_cost: 0.0010 ips: 7.9725 images/s [07/24 17:56:39] ppdet.engine INFO: Epoch: [8] [ 5500/54024] learning_rate: 0.000100 loss_class: 0.698343 loss_bbox: 0.117361 loss_giou: 0.511405 loss_class_aux: 4.369938 loss_bbox_aux: 0.788045 loss_giou_aux: 3.226100 loss_class_dn: 0.341559 loss_bbox_dn: 0.106620 loss_giou_dn: 0.377863 loss_class_aux_dn: 1.846099 loss_bbox_aux_dn: 0.653378 loss_giou_aux_dn: 2.181700 loss: 15.460184 eta: 35 days, 9:32:28 batch_cost: 0.8993 data_cost: 0.0010 ips: 8.8958 images/s [07/24 17:58:11] ppdet.engine INFO: Epoch: [8] [ 5600/54024] learning_rate: 0.000100 loss_class: 0.726173 loss_bbox: 0.112337 loss_giou: 0.506337 loss_class_aux: 4.484345 loss_bbox_aux: 0.734196 loss_giou_aux: 3.181338 loss_class_dn: 0.332531 loss_bbox_dn: 0.110001 loss_giou_dn: 0.369002 loss_class_aux_dn: 1.824756 loss_bbox_aux_dn: 0.649699 loss_giou_aux_dn: 2.117524 loss: 14.872971 eta: 35 days, 9:30:40 batch_cost: 0.8703 data_cost: 0.0013 ips: 9.1925 images/s [07/24 17:59:42] ppdet.engine INFO: Epoch: [8] [ 5700/54024] learning_rate: 0.000100 loss_class: 0.664270 loss_bbox: 0.111180 loss_giou: 0.465671 loss_class_aux: 4.230845 loss_bbox_aux: 0.716709 loss_giou_aux: 2.927587 loss_class_dn: 0.335198 loss_bbox_dn: 0.100162 loss_giou_dn: 0.363750 loss_class_aux_dn: 1.812083 loss_bbox_aux_dn: 0.621857 loss_giou_aux_dn: 2.033944 loss: 14.321752 eta: 35 days, 9:28:47 batch_cost: 0.8667 data_cost: 0.0010 ips: 9.2302 images/s [07/24 18:01:20] ppdet.engine INFO: Epoch: [8] [ 5800/54024] learning_rate: 0.000100 loss_class: 0.666031 loss_bbox: 0.116472 loss_giou: 0.538043 loss_class_aux: 4.228306 loss_bbox_aux: 0.742485 loss_giou_aux: 3.306451 loss_class_dn: 0.353648 loss_bbox_dn: 0.106602 loss_giou_dn: 0.410403 loss_class_aux_dn: 1.925077 loss_bbox_aux_dn: 0.647908 loss_giou_aux_dn: 2.295336 loss: 15.341847 eta: 35 days, 9:28:20 batch_cost: 0.9349 data_cost: 0.0010 ips: 8.5566 images/s [07/24 18:02:50] ppdet.engine INFO: Epoch: [8] [ 5900/54024] learning_rate: 0.000100 loss_class: 0.678718 loss_bbox: 0.110959 loss_giou: 0.486124 loss_class_aux: 4.205398 loss_bbox_aux: 0.706998 loss_giou_aux: 3.061978 loss_class_dn: 0.337346 loss_bbox_dn: 0.103349 loss_giou_dn: 0.371774 loss_class_aux_dn: 1.808521 loss_bbox_aux_dn: 0.624667 loss_giou_aux_dn: 2.114217 loss: 15.003581 eta: 35 days, 9:26:17 batch_cost: 0.8584 data_cost: 0.0010 ips: 9.3200 images/s [07/24 18:04:21] ppdet.engine INFO: Epoch: [8] [ 6000/54024] learning_rate: 0.000100 loss_class: 0.695810 loss_bbox: 0.114745 loss_giou: 0.465625 loss_class_aux: 4.182751 loss_bbox_aux: 0.761858 loss_giou_aux: 2.916073 loss_class_dn: 0.337222 loss_bbox_dn: 0.103289 loss_giou_dn: 0.370881 loss_class_aux_dn: 1.809318 loss_bbox_aux_dn: 0.646635 loss_giou_aux_dn: 2.105673 loss: 14.895287 eta: 35 days, 9:24:14 batch_cost: 0.8589 data_cost: 0.0217 ips: 9.3146 images/s [07/24 18:05:51] ppdet.engine INFO: Epoch: [8] [ 6100/54024] learning_rate: 0.000100 loss_class: 0.651853 loss_bbox: 0.112866 loss_giou: 0.504812 loss_class_aux: 4.115542 loss_bbox_aux: 0.735260 loss_giou_aux: 3.184608 loss_class_dn: 0.345692 loss_bbox_dn: 0.105319 loss_giou_dn: 0.386354 loss_class_aux_dn: 1.874653 loss_bbox_aux_dn: 0.655238 loss_giou_aux_dn: 2.137853 loss: 15.622695 eta: 35 days, 9:22:12 batch_cost: 0.8586 data_cost: 0.0010 ips: 9.3179 images/s [07/24 18:07:17] ppdet.engine INFO: Epoch: [8] [ 6200/54024] learning_rate: 0.000100 loss_class: 0.724834 loss_bbox: 0.123224 loss_giou: 0.462820 loss_class_aux: 4.448047 loss_bbox_aux: 0.801238 loss_giou_aux: 2.893916 loss_class_dn: 0.355224 loss_bbox_dn: 0.115231 loss_giou_dn: 0.382615 loss_class_aux_dn: 1.900110 loss_bbox_aux_dn: 0.712945 loss_giou_aux_dn: 2.170342 loss: 15.376273 eta: 35 days, 9:19:16 batch_cost: 0.8161 data_cost: 0.0017 ips: 9.8027 images/s [07/24 18:08:44] ppdet.engine INFO: Epoch: [8] [ 6300/54024] learning_rate: 0.000100 loss_class: 0.710788 loss_bbox: 0.109428 loss_giou: 0.515228 loss_class_aux: 4.452805 loss_bbox_aux: 0.722660 loss_giou_aux: 3.206181 loss_class_dn: 0.363066 loss_bbox_dn: 0.103890 loss_giou_dn: 0.408736 loss_class_aux_dn: 1.945843 loss_bbox_aux_dn: 0.636723 loss_giou_aux_dn: 2.297783 loss: 15.981888 eta: 35 days, 9:16:28 batch_cost: 0.8224 data_cost: 0.0017 ips: 9.7278 images/s [07/24 18:10:14] ppdet.engine INFO: Epoch: [8] [ 6400/54024] learning_rate: 0.000100 loss_class: 0.703492 loss_bbox: 0.115766 loss_giou: 0.479735 loss_class_aux: 4.424098 loss_bbox_aux: 0.754971 loss_giou_aux: 3.016773 loss_class_dn: 0.346020 loss_bbox_dn: 0.113669 loss_giou_dn: 0.380385 loss_class_aux_dn: 1.837771 loss_bbox_aux_dn: 0.707207 loss_giou_aux_dn: 2.149131 loss: 15.382869 eta: 35 days, 9:14:26 batch_cost: 0.8596 data_cost: 0.0010 ips: 9.3066 images/s [07/24 18:11:40] ppdet.engine INFO: Epoch: [8] [ 6500/54024] learning_rate: 0.000100 loss_class: 0.734766 loss_bbox: 0.119814 loss_giou: 0.553868 loss_class_aux: 4.594730 loss_bbox_aux: 0.772917 loss_giou_aux: 3.505153 loss_class_dn: 0.376190 loss_bbox_dn: 0.115216 loss_giou_dn: 0.448192 loss_class_aux_dn: 2.038779 loss_bbox_aux_dn: 0.692209 loss_giou_aux_dn: 2.527574 loss: 16.941783 eta: 35 days, 9:11:23 batch_cost: 0.8096 data_cost: 0.0010 ips: 9.8820 images/s [07/24 18:13:14] ppdet.engine INFO: Epoch: [8] [ 6600/54024] learning_rate: 0.000100 loss_class: 0.678401 loss_bbox: 0.110741 loss_giou: 0.475659 loss_class_aux: 4.213042 loss_bbox_aux: 0.727027 loss_giou_aux: 2.997949 loss_class_dn: 0.346768 loss_bbox_dn: 0.100349 loss_giou_dn: 0.387005 loss_class_aux_dn: 1.849219 loss_bbox_aux_dn: 0.637482 loss_giou_aux_dn: 2.194657 loss: 15.450242 eta: 35 days, 9:10:10 batch_cost: 0.8983 data_cost: 0.0010 ips: 8.9055 images/s [07/24 18:14:45] ppdet.engine INFO: Epoch: [8] [ 6700/54024] learning_rate: 0.000100 loss_class: 0.734139 loss_bbox: 0.120857 loss_giou: 0.553983 loss_class_aux: 4.560146 loss_bbox_aux: 0.794524 loss_giou_aux: 3.508643 loss_class_dn: 0.373954 loss_bbox_dn: 0.110333 loss_giou_dn: 0.413609 loss_class_aux_dn: 2.027931 loss_bbox_aux_dn: 0.664701 loss_giou_aux_dn: 2.336076 loss: 16.380541 eta: 35 days, 9:08:15 batch_cost: 0.8649 data_cost: 0.0010 ips: 9.2496 images/s [07/24 18:16:21] ppdet.engine INFO: Epoch: [8] [ 6800/54024] learning_rate: 0.000100 loss_class: 0.732487 loss_bbox: 0.122846 loss_giou: 0.516214 loss_class_aux: 4.515214 loss_bbox_aux: 0.809538 loss_giou_aux: 3.228261 loss_class_dn: 0.358715 loss_bbox_dn: 0.109382 loss_giou_dn: 0.392751 loss_class_aux_dn: 1.949777 loss_bbox_aux_dn: 0.658637 loss_giou_aux_dn: 2.245724 loss: 15.714087 eta: 35 days, 9:07:25 batch_cost: 0.9168 data_cost: 0.0015 ips: 8.7256 images/s [07/24 18:18:08] ppdet.engine INFO: Epoch: [8] [ 6900/54024] learning_rate: 0.000100 loss_class: 0.672196 loss_bbox: 0.111968 loss_giou: 0.501004 loss_class_aux: 4.259130 loss_bbox_aux: 0.727471 loss_giou_aux: 3.148171 loss_class_dn: 0.329121 loss_bbox_dn: 0.104427 loss_giou_dn: 0.380604 loss_class_aux_dn: 1.809994 loss_bbox_aux_dn: 0.651025 loss_giou_aux_dn: 2.174475 loss: 15.058863 eta: 35 days, 9:08:50 batch_cost: 1.0253 data_cost: 0.0010 ips: 7.8026 images/s [07/24 18:19:45] ppdet.engine INFO: Epoch: [8] [ 7000/54024] learning_rate: 0.000100 loss_class: 0.689437 loss_bbox: 0.112164 loss_giou: 0.530708 loss_class_aux: 4.195582 loss_bbox_aux: 0.740929 loss_giou_aux: 3.303302 loss_class_dn: 0.362754 loss_bbox_dn: 0.107360 loss_giou_dn: 0.409734 loss_class_aux_dn: 1.907406 loss_bbox_aux_dn: 0.654402 loss_giou_aux_dn: 2.346038 loss: 15.958066 eta: 35 days, 9:08:07 batch_cost: 0.9222 data_cost: 0.0159 ips: 8.6746 images/s [07/24 18:21:20] ppdet.engine INFO: Epoch: [8] [ 7100/54024] learning_rate: 0.000100 loss_class: 0.719345 loss_bbox: 0.117094 loss_giou: 0.525958 loss_class_aux: 4.469506 loss_bbox_aux: 0.754385 loss_giou_aux: 3.242457 loss_class_dn: 0.352658 loss_bbox_dn: 0.105702 loss_giou_dn: 0.394986 loss_class_aux_dn: 1.923240 loss_bbox_aux_dn: 0.672824 loss_giou_aux_dn: 2.249592 loss: 15.722694 eta: 35 days, 9:07:00 batch_cost: 0.9035 data_cost: 0.0782 ips: 8.8548 images/s [07/24 18:23:01] ppdet.engine INFO: Epoch: [8] [ 7200/54024] learning_rate: 0.000100 loss_class: 0.727066 loss_bbox: 0.125606 loss_giou: 0.516110 loss_class_aux: 4.519910 loss_bbox_aux: 0.819692 loss_giou_aux: 3.254751 loss_class_dn: 0.365647 loss_bbox_dn: 0.118582 loss_giou_dn: 0.396010 loss_class_aux_dn: 2.001513 loss_bbox_aux_dn: 0.721454 loss_giou_aux_dn: 2.263863 loss: 15.744586 eta: 35 days, 9:07:11 batch_cost: 0.9663 data_cost: 0.0033 ips: 8.2792 images/s [07/24 18:24:56] ppdet.engine INFO: Epoch: [8] [ 7300/54024] learning_rate: 0.000100 loss_class: 0.696928 loss_bbox: 0.117477 loss_giou: 0.506966 loss_class_aux: 4.238454 loss_bbox_aux: 0.766180 loss_giou_aux: 3.182247 loss_class_dn: 0.353313 loss_bbox_dn: 0.108618 loss_giou_dn: 0.390166 loss_class_aux_dn: 1.868129 loss_bbox_aux_dn: 0.666610 loss_giou_aux_dn: 2.165161 loss: 15.500954 eta: 35 days, 9:10:06 batch_cost: 1.0973 data_cost: 0.0010 ips: 7.2909 images/s [07/24 18:26:29] ppdet.engine INFO: Epoch: [8] [ 7400/54024] learning_rate: 0.000100 loss_class: 0.693637 loss_bbox: 0.107029 loss_giou: 0.519225 loss_class_aux: 4.297827 loss_bbox_aux: 0.703235 loss_giou_aux: 3.237500 loss_class_dn: 0.350439 loss_bbox_dn: 0.097387 loss_giou_dn: 0.380404 loss_class_aux_dn: 1.903420 loss_bbox_aux_dn: 0.579883 loss_giou_aux_dn: 2.174511 loss: 15.257327 eta: 35 days, 9:08:39 batch_cost: 0.8875 data_cost: 0.0296 ips: 9.0145 images/s [07/24 18:28:12] ppdet.engine INFO: Epoch: [8] [ 7500/54024] learning_rate: 0.000100 loss_class: 0.689168 loss_bbox: 0.107768 loss_giou: 0.449250 loss_class_aux: 4.340800 loss_bbox_aux: 0.722883 loss_giou_aux: 2.842978 loss_class_dn: 0.339769 loss_bbox_dn: 0.107741 loss_giou_dn: 0.363186 loss_class_aux_dn: 1.823903 loss_bbox_aux_dn: 0.657705 loss_giou_aux_dn: 2.067684 loss: 14.656800 eta: 35 days, 9:09:16 batch_cost: 0.9873 data_cost: 0.0193 ips: 8.1026 images/s [07/24 18:29:56] ppdet.engine INFO: Epoch: [8] [ 7600/54024] learning_rate: 0.000100 loss_class: 0.685390 loss_bbox: 0.117887 loss_giou: 0.500771 loss_class_aux: 4.208724 loss_bbox_aux: 0.748821 loss_giou_aux: 3.152612 loss_class_dn: 0.352238 loss_bbox_dn: 0.102856 loss_giou_dn: 0.386570 loss_class_aux_dn: 1.916975 loss_bbox_aux_dn: 0.662150 loss_giou_aux_dn: 2.238901 loss: 16.002482 eta: 35 days, 9:09:53 batch_cost: 0.9875 data_cost: 0.0296 ips: 8.1010 images/s [07/24 18:31:36] ppdet.engine INFO: Epoch: [8] [ 7700/54024] learning_rate: 0.000100 loss_class: 0.722951 loss_bbox: 0.118370 loss_giou: 0.514043 loss_class_aux: 4.460254 loss_bbox_aux: 0.783248 loss_giou_aux: 3.223580 loss_class_dn: 0.360508 loss_bbox_dn: 0.112507 loss_giou_dn: 0.397133 loss_class_aux_dn: 1.918043 loss_bbox_aux_dn: 0.693164 loss_giou_aux_dn: 2.280937 loss: 15.824011 eta: 35 days, 9:09:48 batch_cost: 0.9530 data_cost: 0.1071 ips: 8.3944 images/s [07/24 18:33:23] ppdet.engine INFO: Epoch: [8] [ 7800/54024] learning_rate: 0.000100 loss_class: 0.744053 loss_bbox: 0.113117 loss_giou: 0.464950 loss_class_aux: 4.588398 loss_bbox_aux: 0.745334 loss_giou_aux: 2.916209 loss_class_dn: 0.363232 loss_bbox_dn: 0.110159 loss_giou_dn: 0.378098 loss_class_aux_dn: 1.942023 loss_bbox_aux_dn: 0.672995 loss_giou_aux_dn: 2.189652 loss: 15.703010 eta: 35 days, 9:10:58 batch_cost: 1.0138 data_cost: 0.0191 ips: 7.8914 images/s [07/24 18:34:49] ppdet.engine INFO: Epoch: [8] [ 7900/54024] learning_rate: 0.000100 loss_class: 0.721615 loss_bbox: 0.108133 loss_giou: 0.486289 loss_class_aux: 4.471675 loss_bbox_aux: 0.705953 loss_giou_aux: 3.037233 loss_class_dn: 0.336584 loss_bbox_dn: 0.101155 loss_giou_dn: 0.373179 loss_class_aux_dn: 1.824224 loss_bbox_aux_dn: 0.618780 loss_giou_aux_dn: 2.095707 loss: 14.982568 eta: 35 days, 9:08:06 batch_cost: 0.8188 data_cost: 0.0009 ips: 9.7708 images/s [07/24 18:36:34] ppdet.engine INFO: Epoch: [8] [ 8000/54024] learning_rate: 0.000100 loss_class: 0.687550 loss_bbox: 0.109690 loss_giou: 0.503052 loss_class_aux: 4.220537 loss_bbox_aux: 0.694641 loss_giou_aux: 3.097272 loss_class_dn: 0.343205 loss_bbox_dn: 0.095141 loss_giou_dn: 0.377058 loss_class_aux_dn: 1.832603 loss_bbox_aux_dn: 0.610310 loss_giou_aux_dn: 2.152736 loss: 14.876801 eta: 35 days, 9:08:56 batch_cost: 0.9982 data_cost: 0.0009 ips: 8.0145 images/s [07/24 18:38:09] ppdet.engine INFO: Epoch: [8] [ 8100/54024] learning_rate: 0.000100 loss_class: 0.689288 loss_bbox: 0.112990 loss_giou: 0.522104 loss_class_aux: 4.259535 loss_bbox_aux: 0.739598 loss_giou_aux: 3.189967 loss_class_dn: 0.339663 loss_bbox_dn: 0.100168 loss_giou_dn: 0.378549 loss_class_aux_dn: 1.847734 loss_bbox_aux_dn: 0.633897 loss_giou_aux_dn: 2.145893 loss: 15.315680 eta: 35 days, 9:07:57 batch_cost: 0.9099 data_cost: 0.0338 ips: 8.7921 images/s [07/24 18:39:53] ppdet.engine INFO: Epoch: [8] [ 8200/54024] learning_rate: 0.000100 loss_class: 0.697795 loss_bbox: 0.112788 loss_giou: 0.507073 loss_class_aux: 4.305150 loss_bbox_aux: 0.753028 loss_giou_aux: 3.175946 loss_class_dn: 0.354102 loss_bbox_dn: 0.111088 loss_giou_dn: 0.391869 loss_class_aux_dn: 1.901668 loss_bbox_aux_dn: 0.680671 loss_giou_aux_dn: 2.205158 loss: 15.633655 eta: 35 days, 9:08:42 batch_cost: 0.9942 data_cost: 0.0269 ips: 8.0466 images/s [07/24 18:41:32] ppdet.engine INFO: Epoch: [8] [ 8300/54024] learning_rate: 0.000100 loss_class: 0.675675 loss_bbox: 0.110187 loss_giou: 0.493210 loss_class_aux: 4.214056 loss_bbox_aux: 0.711969 loss_giou_aux: 3.093377 loss_class_dn: 0.337394 loss_bbox_dn: 0.106106 loss_giou_dn: 0.375506 loss_class_aux_dn: 1.811244 loss_bbox_aux_dn: 0.634710 loss_giou_aux_dn: 2.150388 loss: 15.331118 eta: 35 days, 9:08:18 batch_cost: 0.9388 data_cost: 0.0320 ips: 8.5213 images/s [07/24 18:43:19] ppdet.engine INFO: Epoch: [8] [ 8400/54024] learning_rate: 0.000100 loss_class: 0.711439 loss_bbox: 0.114503 loss_giou: 0.588876 loss_class_aux: 4.384779 loss_bbox_aux: 0.730158 loss_giou_aux: 3.743167 loss_class_dn: 0.365583 loss_bbox_dn: 0.103151 loss_giou_dn: 0.423962 loss_class_aux_dn: 1.937995 loss_bbox_aux_dn: 0.617495 loss_giou_aux_dn: 2.397177 loss: 15.985784 eta: 35 days, 9:09:45 batch_cost: 1.0280 data_cost: 0.0354 ips: 7.7818 images/s [07/24 18:44:52] ppdet.engine INFO: Epoch: [8] [ 8500/54024] learning_rate: 0.000100 loss_class: 0.632108 loss_bbox: 0.105085 loss_giou: 0.460791 loss_class_aux: 3.947380 loss_bbox_aux: 0.699710 loss_giou_aux: 2.842047 loss_class_dn: 0.318498 loss_bbox_dn: 0.097730 loss_giou_dn: 0.356011 loss_class_aux_dn: 1.729534 loss_bbox_aux_dn: 0.599878 loss_giou_aux_dn: 2.025892 loss: 13.757848 eta: 35 days, 9:08:11 batch_cost: 0.8820 data_cost: 0.0009 ips: 9.0707 images/s [07/24 18:46:44] ppdet.engine INFO: Epoch: [8] [ 8600/54024] learning_rate: 0.000100 loss_class: 0.675669 loss_bbox: 0.103247 loss_giou: 0.474173 loss_class_aux: 4.169532 loss_bbox_aux: 0.711690 loss_giou_aux: 2.982995 loss_class_dn: 0.347343 loss_bbox_dn: 0.102021 loss_giou_dn: 0.363132 loss_class_aux_dn: 1.882208 loss_bbox_aux_dn: 0.628804 loss_giou_aux_dn: 2.089150 loss: 14.684348 eta: 35 days, 9:10:39 batch_cost: 1.0772 data_cost: 0.2132 ips: 7.4269 images/s [07/24 18:48:26] ppdet.engine INFO: Epoch: [8] [ 8700/54024] learning_rate: 0.000100 loss_class: 0.680405 loss_bbox: 0.105933 loss_giou: 0.477153 loss_class_aux: 4.285910 loss_bbox_aux: 0.693863 loss_giou_aux: 3.002272 loss_class_dn: 0.335439 loss_bbox_dn: 0.096424 loss_giou_dn: 0.379092 loss_class_aux_dn: 1.805858 loss_bbox_aux_dn: 0.613779 loss_giou_aux_dn: 2.160210 loss: 14.874693 eta: 35 days, 9:11:02 batch_cost: 0.9763 data_cost: 0.0010 ips: 8.1943 images/s [07/24 18:50:15] ppdet.engine INFO: Epoch: [8] [ 8800/54024] learning_rate: 0.000100 loss_class: 0.689270 loss_bbox: 0.113305 loss_giou: 0.468162 loss_class_aux: 4.173874 loss_bbox_aux: 0.751260 loss_giou_aux: 2.865903 loss_class_dn: 0.344823 loss_bbox_dn: 0.104339 loss_giou_dn: 0.358537 loss_class_aux_dn: 1.859134 loss_bbox_aux_dn: 0.637615 loss_giou_aux_dn: 2.079446 loss: 14.674104 eta: 35 days, 9:12:53 batch_cost: 1.0485 data_cost: 0.1539 ips: 7.6296 images/s [07/24 18:51:55] ppdet.engine INFO: Epoch: [8] [ 8900/54024] learning_rate: 0.000100 loss_class: 0.679487 loss_bbox: 0.108300 loss_giou: 0.494405 loss_class_aux: 4.222609 loss_bbox_aux: 0.726226 loss_giou_aux: 3.102416 loss_class_dn: 0.344824 loss_bbox_dn: 0.108104 loss_giou_dn: 0.393370 loss_class_aux_dn: 1.879402 loss_bbox_aux_dn: 0.649417 loss_giou_aux_dn: 2.220855 loss: 15.136620 eta: 35 days, 9:12:51 batch_cost: 0.9564 data_cost: 0.0010 ips: 8.3643 images/s [07/24 18:53:29] ppdet.engine INFO: Epoch: [8] [ 9000/54024] learning_rate: 0.000100 loss_class: 0.705457 loss_bbox: 0.107705 loss_giou: 0.470935 loss_class_aux: 4.361752 loss_bbox_aux: 0.704035 loss_giou_aux: 2.943017 loss_class_dn: 0.330339 loss_bbox_dn: 0.098644 loss_giou_dn: 0.360598 loss_class_aux_dn: 1.792220 loss_bbox_aux_dn: 0.599032 loss_giou_aux_dn: 2.039049 loss: 14.373541 eta: 35 days, 9:11:34 batch_cost: 0.8956 data_cost: 0.0010 ips: 8.9328 images/s [07/24 18:55:06] ppdet.engine INFO: Epoch: [8] [ 9100/54024] learning_rate: 0.000100 loss_class: 0.702747 loss_bbox: 0.114952 loss_giou: 0.523692 loss_class_aux: 4.350517 loss_bbox_aux: 0.752280 loss_giou_aux: 3.262088 loss_class_dn: 0.335627 loss_bbox_dn: 0.102092 loss_giou_dn: 0.393464 loss_class_aux_dn: 1.806849 loss_bbox_aux_dn: 0.624988 loss_giou_aux_dn: 2.196108 loss: 15.040259 eta: 35 days, 9:10:46 batch_cost: 0.9197 data_cost: 0.0010 ips: 8.6986 images/s [07/24 18:56:56] ppdet.engine INFO: Epoch: [8] [ 9200/54024] learning_rate: 0.000100 loss_class: 0.703017 loss_bbox: 0.114498 loss_giou: 0.526842 loss_class_aux: 4.446492 loss_bbox_aux: 0.758653 loss_giou_aux: 3.332513 loss_class_dn: 0.346987 loss_bbox_dn: 0.107278 loss_giou_dn: 0.396135 loss_class_aux_dn: 1.870606 loss_bbox_aux_dn: 0.668731 loss_giou_aux_dn: 2.269413 loss: 15.451552 eta: 35 days, 9:12:46 batch_cost: 1.0556 data_cost: 0.0691 ips: 7.5788 images/s [07/24 18:58:31] ppdet.engine INFO: Epoch: [8] [ 9300/54024] learning_rate: 0.000100 loss_class: 0.726011 loss_bbox: 0.112859 loss_giou: 0.495981 loss_class_aux: 4.570801 loss_bbox_aux: 0.728966 loss_giou_aux: 3.087762 loss_class_dn: 0.360879 loss_bbox_dn: 0.114286 loss_giou_dn: 0.379195 loss_class_aux_dn: 1.939305 loss_bbox_aux_dn: 0.703782 loss_giou_aux_dn: 2.154800 loss: 15.526795 eta: 35 days, 9:11:34 batch_cost: 0.9001 data_cost: 0.0052 ips: 8.8880 images/s [07/24 19:00:05] ppdet.engine INFO: Epoch: [8] [ 9400/54024] learning_rate: 0.000100 loss_class: 0.724950 loss_bbox: 0.123483 loss_giou: 0.519055 loss_class_aux: 4.457726 loss_bbox_aux: 0.817430 loss_giou_aux: 3.248852 loss_class_dn: 0.363136 loss_bbox_dn: 0.114465 loss_giou_dn: 0.402259 loss_class_aux_dn: 1.935601 loss_bbox_aux_dn: 0.696468 loss_giou_aux_dn: 2.275289 loss: 16.064864 eta: 35 days, 9:10:19 batch_cost: 0.8971 data_cost: 0.0010 ips: 8.9175 images/s [07/24 19:01:46] ppdet.engine INFO: Epoch: [8] [ 9500/54024] learning_rate: 0.000100 loss_class: 0.709230 loss_bbox: 0.117819 loss_giou: 0.504295 loss_class_aux: 4.409258 loss_bbox_aux: 0.776853 loss_giou_aux: 3.150010 loss_class_dn: 0.351445 loss_bbox_dn: 0.107657 loss_giou_dn: 0.392186 loss_class_aux_dn: 1.916762 loss_bbox_aux_dn: 0.663980 loss_giou_aux_dn: 2.246844 loss: 15.704401 eta: 35 days, 9:10:29 batch_cost: 0.9669 data_cost: 0.0790 ips: 8.2739 images/s [07/24 19:03:17] ppdet.engine INFO: Epoch: [8] [ 9600/54024] learning_rate: 0.000100 loss_class: 0.684724 loss_bbox: 0.105762 loss_giou: 0.499299 loss_class_aux: 4.248498 loss_bbox_aux: 0.686579 loss_giou_aux: 3.116810 loss_class_dn: 0.339221 loss_bbox_dn: 0.101864 loss_giou_dn: 0.381418 loss_class_aux_dn: 1.823208 loss_bbox_aux_dn: 0.626080 loss_giou_aux_dn: 2.192369 loss: 15.054599 eta: 35 days, 9:08:30 batch_cost: 0.8622 data_cost: 0.0009 ips: 9.2786 images/s [07/24 19:04:57] ppdet.engine INFO: Epoch: [8] [ 9700/54024] learning_rate: 0.000100 loss_class: 0.710362 loss_bbox: 0.116307 loss_giou: 0.526326 loss_class_aux: 4.453209 loss_bbox_aux: 0.764853 loss_giou_aux: 3.255100 loss_class_dn: 0.355315 loss_bbox_dn: 0.107955 loss_giou_dn: 0.399420 loss_class_aux_dn: 1.925376 loss_bbox_aux_dn: 0.656350 loss_giou_aux_dn: 2.265431 loss: 15.618371 eta: 35 days, 9:08:16 batch_cost: 0.9473 data_cost: 0.0010 ips: 8.4450 images/s [07/24 19:06:49] ppdet.engine INFO: Epoch: [8] [ 9800/54024] learning_rate: 0.000100 loss_class: 0.703333 loss_bbox: 0.117127 loss_giou: 0.550794 loss_class_aux: 4.308458 loss_bbox_aux: 0.766102 loss_giou_aux: 3.436719 loss_class_dn: 0.354743 loss_bbox_dn: 0.107032 loss_giou_dn: 0.386060 loss_class_aux_dn: 1.908137 loss_bbox_aux_dn: 0.657051 loss_giou_aux_dn: 2.193253 loss: 15.881377 eta: 35 days, 9:10:35 batch_cost: 1.0715 data_cost: 0.0165 ips: 7.4662 images/s [07/24 19:08:17] ppdet.engine INFO: Epoch: [8] [ 9900/54024] learning_rate: 0.000100 loss_class: 0.725220 loss_bbox: 0.114718 loss_giou: 0.492990 loss_class_aux: 4.554034 loss_bbox_aux: 0.760853 loss_giou_aux: 3.111464 loss_class_dn: 0.365986 loss_bbox_dn: 0.117550 loss_giou_dn: 0.380689 loss_class_aux_dn: 1.982354 loss_bbox_aux_dn: 0.704010 loss_giou_aux_dn: 2.223706 loss: 16.185727 eta: 35 days, 9:07:58 batch_cost: 0.8309 data_cost: 0.0022 ips: 9.6287 images/s [07/24 19:09:48] ppdet.engine INFO: Epoch: [8] [10000/54024] learning_rate: 0.000100 loss_class: 0.712006 loss_bbox: 0.120475 loss_giou: 0.528859 loss_class_aux: 4.419895 loss_bbox_aux: 0.762813 loss_giou_aux: 3.362509 loss_class_dn: 0.355629 loss_bbox_dn: 0.106020 loss_giou_dn: 0.399667 loss_class_aux_dn: 1.941773 loss_bbox_aux_dn: 0.651334 loss_giou_aux_dn: 2.278011 loss: 15.832417 eta: 35 days, 9:06:10 batch_cost: 0.8711 data_cost: 0.0088 ips: 9.1836 images/s [07/24 19:11:24] ppdet.engine INFO: Epoch: [8] [10100/54024] learning_rate: 0.000100 loss_class: 0.690542 loss_bbox: 0.110161 loss_giou: 0.532122 loss_class_aux: 4.312529 loss_bbox_aux: 0.721280 loss_giou_aux: 3.429189 loss_class_dn: 0.371954 loss_bbox_dn: 0.098298 loss_giou_dn: 0.401459 loss_class_aux_dn: 1.995706 loss_bbox_aux_dn: 0.606595 loss_giou_aux_dn: 2.313920 loss: 16.295384 eta: 35 days, 9:05:09 batch_cost: 0.9092 data_cost: 0.0018 ips: 8.7989 images/s [07/24 19:13:04] ppdet.engine INFO: Epoch: [8] [10200/54024] learning_rate: 0.000100 loss_class: 0.731327 loss_bbox: 0.119779 loss_giou: 0.521873 loss_class_aux: 4.593578 loss_bbox_aux: 0.797725 loss_giou_aux: 3.288558 loss_class_dn: 0.374891 loss_bbox_dn: 0.119976 loss_giou_dn: 0.407101 loss_class_aux_dn: 2.086613 loss_bbox_aux_dn: 0.718860 loss_giou_aux_dn: 2.333961 loss: 16.408627 eta: 35 days, 9:05:04 batch_cost: 0.9545 data_cost: 0.0742 ips: 8.3817 images/s [07/24 19:14:32] ppdet.engine INFO: Epoch: [8] [10300/54024] learning_rate: 0.000100 loss_class: 0.718023 loss_bbox: 0.115957 loss_giou: 0.521528 loss_class_aux: 4.501656 loss_bbox_aux: 0.747249 loss_giou_aux: 3.227697 loss_class_dn: 0.360708 loss_bbox_dn: 0.099144 loss_giou_dn: 0.394853 loss_class_aux_dn: 1.946628 loss_bbox_aux_dn: 0.618567 loss_giou_aux_dn: 2.281477 loss: 15.663328 eta: 35 days, 9:02:29 batch_cost: 0.8327 data_cost: 0.0009 ips: 9.6067 images/s [07/24 19:16:22] ppdet.engine INFO: Epoch: [8] [10400/54024] learning_rate: 0.000100 loss_class: 0.702137 loss_bbox: 0.113179 loss_giou: 0.494867 loss_class_aux: 4.432595 loss_bbox_aux: 0.741252 loss_giou_aux: 3.107612 loss_class_dn: 0.344938 loss_bbox_dn: 0.110774 loss_giou_dn: 0.385296 loss_class_aux_dn: 1.869768 loss_bbox_aux_dn: 0.684721 loss_giou_aux_dn: 2.223213 loss: 15.266141 eta: 35 days, 9:04:33 batch_cost: 1.0596 data_cost: 0.0010 ips: 7.5501 images/s [07/24 19:17:53] ppdet.engine INFO: Epoch: [8] [10500/54024] learning_rate: 0.000100 loss_class: 0.695001 loss_bbox: 0.110591 loss_giou: 0.437312 loss_class_aux: 4.350636 loss_bbox_aux: 0.719178 loss_giou_aux: 2.709768 loss_class_dn: 0.342582 loss_bbox_dn: 0.100090 loss_giou_dn: 0.340846 loss_class_aux_dn: 1.875484 loss_bbox_aux_dn: 0.616186 loss_giou_aux_dn: 1.927684 loss: 15.054582 eta: 35 days, 9:02:31 batch_cost: 0.8598 data_cost: 0.0009 ips: 9.3045 images/s [07/24 19:19:25] ppdet.engine INFO: Epoch: [8] [10600/54024] learning_rate: 0.000100 loss_class: 0.680003 loss_bbox: 0.104146 loss_giou: 0.482838 loss_class_aux: 4.261157 loss_bbox_aux: 0.685073 loss_giou_aux: 2.991828 loss_class_dn: 0.353465 loss_bbox_dn: 0.100345 loss_giou_dn: 0.372494 loss_class_aux_dn: 1.896061 loss_bbox_aux_dn: 0.635489 loss_giou_aux_dn: 2.148312 loss: 15.274729 eta: 35 days, 9:00:51 batch_cost: 0.8775 data_cost: 0.0010 ips: 9.1164 images/s [07/24 19:20:57] ppdet.engine INFO: Epoch: [8] [10700/54024] learning_rate: 0.000100 loss_class: 0.699954 loss_bbox: 0.115991 loss_giou: 0.512773 loss_class_aux: 4.396567 loss_bbox_aux: 0.750686 loss_giou_aux: 3.220346 loss_class_dn: 0.357998 loss_bbox_dn: 0.104610 loss_giou_dn: 0.395907 loss_class_aux_dn: 1.920665 loss_bbox_aux_dn: 0.649103 loss_giou_aux_dn: 2.236915 loss: 15.521743 eta: 35 days, 8:58:59 batch_cost: 0.8677 data_cost: 0.0010 ips: 9.2201 images/s [07/24 19:22:30] ppdet.engine INFO: Epoch: [8] [10800/54024] learning_rate: 0.000100 loss_class: 0.721007 loss_bbox: 0.116668 loss_giou: 0.538335 loss_class_aux: 4.509346 loss_bbox_aux: 0.757941 loss_giou_aux: 3.309436 loss_class_dn: 0.369060 loss_bbox_dn: 0.104691 loss_giou_dn: 0.408486 loss_class_aux_dn: 2.012125 loss_bbox_aux_dn: 0.641143 loss_giou_aux_dn: 2.324371 loss: 16.074945 eta: 35 days, 8:57:37 batch_cost: 0.8923 data_cost: 0.0010 ips: 8.9655 images/s [07/24 19:24:11] ppdet.engine INFO: Epoch: [8] [10900/54024] learning_rate: 0.000100 loss_class: 0.670428 loss_bbox: 0.106609 loss_giou: 0.463436 loss_class_aux: 4.156262 loss_bbox_aux: 0.699545 loss_giou_aux: 2.848925 loss_class_dn: 0.327883 loss_bbox_dn: 0.105077 loss_giou_dn: 0.356391 loss_class_aux_dn: 1.761012 loss_bbox_aux_dn: 0.628823 loss_giou_aux_dn: 2.019607 loss: 14.163475 eta: 35 days, 8:57:36 batch_cost: 0.9582 data_cost: 0.0009 ips: 8.3486 images/s [07/24 19:25:47] ppdet.engine INFO: Epoch: [8] [11000/54024] learning_rate: 0.000100 loss_class: 0.698193 loss_bbox: 0.111716 loss_giou: 0.504953 loss_class_aux: 4.348431 loss_bbox_aux: 0.737131 loss_giou_aux: 3.161809 loss_class_dn: 0.349317 loss_bbox_dn: 0.107085 loss_giou_dn: 0.388473 loss_class_aux_dn: 1.889594 loss_bbox_aux_dn: 0.658745 loss_giou_aux_dn: 2.230457 loss: 15.188739 eta: 35 days, 8:56:38 batch_cost: 0.9115 data_cost: 0.0010 ips: 8.7763 images/s [07/24 19:27:19] ppdet.engine INFO: Epoch: [8] [11100/54024] learning_rate: 0.000100 loss_class: 0.654953 loss_bbox: 0.110746 loss_giou: 0.521180 loss_class_aux: 4.124828 loss_bbox_aux: 0.717539 loss_giou_aux: 3.255194 loss_class_dn: 0.343537 loss_bbox_dn: 0.104443 loss_giou_dn: 0.389638 loss_class_aux_dn: 1.866123 loss_bbox_aux_dn: 0.623192 loss_giou_aux_dn: 2.219386 loss: 15.035340 eta: 35 days, 8:54:54 batch_cost: 0.8739 data_cost: 0.0010 ips: 9.1546 images/s [07/24 19:28:48] ppdet.engine INFO: Epoch: [8] [11200/54024] learning_rate: 0.000100 loss_class: 0.672141 loss_bbox: 0.111673 loss_giou: 0.467425 loss_class_aux: 4.186512 loss_bbox_aux: 0.728598 loss_giou_aux: 2.919743 loss_class_dn: 0.339213 loss_bbox_dn: 0.105302 loss_giou_dn: 0.372238 loss_class_aux_dn: 1.831554 loss_bbox_aux_dn: 0.658700 loss_giou_aux_dn: 2.122110 loss: 15.013367 eta: 35 days, 8:52:29 batch_cost: 0.8413 data_cost: 0.0009 ips: 9.5089 images/s [07/24 19:30:24] ppdet.engine INFO: Epoch: [8] [11300/54024] learning_rate: 0.000100 loss_class: 0.696603 loss_bbox: 0.114188 loss_giou: 0.499030 loss_class_aux: 4.366534 loss_bbox_aux: 0.739284 loss_giou_aux: 3.246979 loss_class_dn: 0.361605 loss_bbox_dn: 0.102653 loss_giou_dn: 0.395969 loss_class_aux_dn: 1.936910 loss_bbox_aux_dn: 0.635653 loss_giou_aux_dn: 2.262357 loss: 15.698017 eta: 35 days, 8:51:36 batch_cost: 0.9155 data_cost: 0.0742 ips: 8.7385 images/s [07/24 19:31:57] ppdet.engine INFO: Epoch: [8] [11400/54024] learning_rate: 0.000100 loss_class: 0.721659 loss_bbox: 0.112839 loss_giou: 0.489352 loss_class_aux: 4.539047 loss_bbox_aux: 0.748775 loss_giou_aux: 3.092398 loss_class_dn: 0.367254 loss_bbox_dn: 0.106028 loss_giou_dn: 0.379262 loss_class_aux_dn: 1.974546 loss_bbox_aux_dn: 0.638866 loss_giou_aux_dn: 2.171708 loss: 15.966132 eta: 35 days, 8:50:07 batch_cost: 0.8867 data_cost: 0.0272 ips: 9.0226 images/s [07/24 19:33:31] ppdet.engine INFO: Epoch: [8] [11500/54024] learning_rate: 0.000100 loss_class: 0.696081 loss_bbox: 0.113048 loss_giou: 0.476045 loss_class_aux: 4.316202 loss_bbox_aux: 0.748528 loss_giou_aux: 2.974670 loss_class_dn: 0.356616 loss_bbox_dn: 0.107775 loss_giou_dn: 0.392341 loss_class_aux_dn: 1.906261 loss_bbox_aux_dn: 0.652512 loss_giou_aux_dn: 2.225443 loss: 15.228984 eta: 35 days, 8:48:43 batch_cost: 0.8903 data_cost: 0.0010 ips: 8.9860 images/s [07/24 19:35:03] ppdet.engine INFO: Epoch: [8] [11600/54024] learning_rate: 0.000100 loss_class: 0.651655 loss_bbox: 0.102694 loss_giou: 0.455552 loss_class_aux: 4.127695 loss_bbox_aux: 0.665248 loss_giou_aux: 2.856193 loss_class_dn: 0.325811 loss_bbox_dn: 0.098579 loss_giou_dn: 0.349725 loss_class_aux_dn: 1.772284 loss_bbox_aux_dn: 0.600668 loss_giou_aux_dn: 1.992209 loss: 14.105352 eta: 35 days, 8:47:00 batch_cost: 0.8750 data_cost: 0.0101 ips: 9.1429 images/s [07/24 19:36:40] ppdet.engine INFO: Epoch: [8] [11700/54024] learning_rate: 0.000100 loss_class: 0.704134 loss_bbox: 0.123401 loss_giou: 0.505764 loss_class_aux: 4.450737 loss_bbox_aux: 0.813588 loss_giou_aux: 3.274656 loss_class_dn: 0.359728 loss_bbox_dn: 0.118081 loss_giou_dn: 0.394866 loss_class_aux_dn: 1.944294 loss_bbox_aux_dn: 0.726163 loss_giou_aux_dn: 2.262675 loss: 16.098963 eta: 35 days, 8:46:07 batch_cost: 0.9162 data_cost: 0.0010 ips: 8.7322 images/s [07/24 19:38:18] ppdet.engine INFO: Epoch: [8] [11800/54024] learning_rate: 0.000100 loss_class: 0.704794 loss_bbox: 0.118522 loss_giou: 0.582092 loss_class_aux: 4.378372 loss_bbox_aux: 0.792609 loss_giou_aux: 3.645481 loss_class_dn: 0.375425 loss_bbox_dn: 0.112453 loss_giou_dn: 0.440210 loss_class_aux_dn: 2.011373 loss_bbox_aux_dn: 0.677623 loss_giou_aux_dn: 2.506708 loss: 16.367518 eta: 35 days, 8:45:43 batch_cost: 0.9394 data_cost: 0.0010 ips: 8.5165 images/s [07/24 19:39:48] ppdet.engine INFO: Epoch: [8] [11900/54024] learning_rate: 0.000100 loss_class: 0.703099 loss_bbox: 0.121654 loss_giou: 0.513486 loss_class_aux: 4.391719 loss_bbox_aux: 0.785767 loss_giou_aux: 3.185387 loss_class_dn: 0.342033 loss_bbox_dn: 0.108758 loss_giou_dn: 0.388565 loss_class_aux_dn: 1.853069 loss_bbox_aux_dn: 0.670164 loss_giou_aux_dn: 2.216650 loss: 15.252028 eta: 35 days, 8:43:41 batch_cost: 0.8601 data_cost: 0.0009 ips: 9.3010 images/s [07/24 19:41:21] ppdet.engine INFO: Epoch: [8] [12000/54024] learning_rate: 0.000100 loss_class: 0.733330 loss_bbox: 0.112750 loss_giou: 0.525378 loss_class_aux: 4.425662 loss_bbox_aux: 0.754099 loss_giou_aux: 3.283883 loss_class_dn: 0.357377 loss_bbox_dn: 0.110030 loss_giou_dn: 0.396503 loss_class_aux_dn: 1.937903 loss_bbox_aux_dn: 0.690691 loss_giou_aux_dn: 2.275129 loss: 15.530217 eta: 35 days, 8:42:09 batch_cost: 0.8839 data_cost: 0.0009 ips: 9.0512 images/s [07/24 19:42:57] ppdet.engine INFO: Epoch: [8] [12100/54024] learning_rate: 0.000100 loss_class: 0.690207 loss_bbox: 0.112033 loss_giou: 0.536084 loss_class_aux: 4.321493 loss_bbox_aux: 0.728263 loss_giou_aux: 3.340120 loss_class_dn: 0.347644 loss_bbox_dn: 0.103481 loss_giou_dn: 0.399942 loss_class_aux_dn: 1.863027 loss_bbox_aux_dn: 0.624601 loss_giou_aux_dn: 2.235400 loss: 15.969933 eta: 35 days, 8:41:11 batch_cost: 0.9118 data_cost: 0.0803 ips: 8.7736 images/s [07/24 19:44:40] ppdet.engine INFO: Epoch: [8] [12200/54024] learning_rate: 0.000100 loss_class: 0.741087 loss_bbox: 0.113375 loss_giou: 0.502376 loss_class_aux: 4.536707 loss_bbox_aux: 0.749176 loss_giou_aux: 3.143828 loss_class_dn: 0.369925 loss_bbox_dn: 0.099341 loss_giou_dn: 0.387596 loss_class_aux_dn: 2.009293 loss_bbox_aux_dn: 0.619236 loss_giou_aux_dn: 2.291050 loss: 16.395662 eta: 35 days, 8:41:38 batch_cost: 0.9816 data_cost: 0.0010 ips: 8.1499 images/s [07/24 19:46:07] ppdet.engine INFO: Epoch: [8] [12300/54024] learning_rate: 0.000100 loss_class: 0.691358 loss_bbox: 0.110731 loss_giou: 0.495433 loss_class_aux: 4.253611 loss_bbox_aux: 0.745581 loss_giou_aux: 3.170938 loss_class_dn: 0.348261 loss_bbox_dn: 0.110965 loss_giou_dn: 0.384312 loss_class_aux_dn: 1.848991 loss_bbox_aux_dn: 0.676726 loss_giou_aux_dn: 2.191713 loss: 15.165132 eta: 35 days, 8:38:54 batch_cost: 0.8248 data_cost: 0.0009 ips: 9.6989 images/s [07/24 19:47:36] ppdet.engine INFO: Epoch: [8] [12400/54024] learning_rate: 0.000100 loss_class: 0.676863 loss_bbox: 0.112030 loss_giou: 0.501798 loss_class_aux: 4.207368 loss_bbox_aux: 0.740778 loss_giou_aux: 3.171770 loss_class_dn: 0.345654 loss_bbox_dn: 0.104754 loss_giou_dn: 0.385436 loss_class_aux_dn: 1.864321 loss_bbox_aux_dn: 0.643352 loss_giou_aux_dn: 2.179809 loss: 15.298988 eta: 35 days, 8:36:31 batch_cost: 0.8422 data_cost: 0.0010 ips: 9.4985 images/s [07/24 19:49:04] ppdet.engine INFO: Epoch: [8] [12500/54024] learning_rate: 0.000100 loss_class: 0.719353 loss_bbox: 0.108640 loss_giou: 0.464211 loss_class_aux: 4.372962 loss_bbox_aux: 0.736102 loss_giou_aux: 2.932432 loss_class_dn: 0.323749 loss_bbox_dn: 0.110423 loss_giou_dn: 0.345508 loss_class_aux_dn: 1.786000 loss_bbox_aux_dn: 0.674260 loss_giou_aux_dn: 1.977448 loss: 14.802467 eta: 35 days, 8:34:12 batch_cost: 0.8451 data_cost: 0.0010 ips: 9.4668 images/s [07/24 19:50:41] ppdet.engine INFO: Epoch: [8] [12600/54024] learning_rate: 0.000100 loss_class: 0.713064 loss_bbox: 0.120687 loss_giou: 0.527728 loss_class_aux: 4.500192 loss_bbox_aux: 0.764428 loss_giou_aux: 3.322264 loss_class_dn: 0.355100 loss_bbox_dn: 0.108166 loss_giou_dn: 0.409999 loss_class_aux_dn: 1.913305 loss_bbox_aux_dn: 0.660357 loss_giou_aux_dn: 2.279097 loss: 15.904016 eta: 35 days, 8:33:31 batch_cost: 0.9262 data_cost: 0.0009 ips: 8.6372 images/s [07/24 19:52:22] ppdet.engine INFO: Epoch: [8] [12700/54024] learning_rate: 0.000100 loss_class: 0.702894 loss_bbox: 0.115526 loss_giou: 0.524491 loss_class_aux: 4.411376 loss_bbox_aux: 0.761890 loss_giou_aux: 3.305903 loss_class_dn: 0.355876 loss_bbox_dn: 0.111246 loss_giou_dn: 0.399574 loss_class_aux_dn: 1.932280 loss_bbox_aux_dn: 0.691529 loss_giou_aux_dn: 2.249711 loss: 15.692940 eta: 35 days, 8:33:25 batch_cost: 0.9550 data_cost: 0.0009 ips: 8.3768 images/s [07/24 19:54:02] ppdet.engine INFO: Epoch: [8] [12800/54024] learning_rate: 0.000100 loss_class: 0.672260 loss_bbox: 0.113432 loss_giou: 0.512394 loss_class_aux: 4.196211 loss_bbox_aux: 0.748079 loss_giou_aux: 3.206686 loss_class_dn: 0.344879 loss_bbox_dn: 0.103548 loss_giou_dn: 0.393389 loss_class_aux_dn: 1.853559 loss_bbox_aux_dn: 0.643436 loss_giou_aux_dn: 2.245988 loss: 15.784231 eta: 35 days, 8:33:22 batch_cost: 0.9571 data_cost: 0.0170 ips: 8.3582 images/s [07/24 19:55:40] ppdet.engine INFO: Epoch: [8] [12900/54024] learning_rate: 0.000100 loss_class: 0.745297 loss_bbox: 0.115331 loss_giou: 0.463087 loss_class_aux: 4.535317 loss_bbox_aux: 0.756097 loss_giou_aux: 2.910456 loss_class_dn: 0.349153 loss_bbox_dn: 0.109713 loss_giou_dn: 0.362617 loss_class_aux_dn: 1.900860 loss_bbox_aux_dn: 0.654567 loss_giou_aux_dn: 2.084958 loss: 15.481392 eta: 35 days, 8:32:56 batch_cost: 0.9377 data_cost: 0.0183 ips: 8.5312 images/s [07/24 19:57:11] ppdet.engine INFO: Epoch: [8] [13000/54024] learning_rate: 0.000100 loss_class: 0.699729 loss_bbox: 0.106742 loss_giou: 0.544133 loss_class_aux: 4.302401 loss_bbox_aux: 0.690077 loss_giou_aux: 3.401007 loss_class_dn: 0.360451 loss_bbox_dn: 0.105544 loss_giou_dn: 0.394992 loss_class_aux_dn: 1.936801 loss_bbox_aux_dn: 0.633930 loss_giou_aux_dn: 2.253319 loss: 15.395360 eta: 35 days, 8:30:53 batch_cost: 0.8584 data_cost: 0.0281 ips: 9.3195 images/s [07/24 19:58:41] ppdet.engine INFO: Epoch: [8] [13100/54024] learning_rate: 0.000100 loss_class: 0.699814 loss_bbox: 0.103617 loss_giou: 0.502543 loss_class_aux: 4.270622 loss_bbox_aux: 0.699256 loss_giou_aux: 3.079835 loss_class_dn: 0.349615 loss_bbox_dn: 0.098426 loss_giou_dn: 0.376285 loss_class_aux_dn: 1.888037 loss_bbox_aux_dn: 0.590912 loss_giou_aux_dn: 2.188488 loss: 15.517630 eta: 35 days, 8:28:47 batch_cost: 0.8565 data_cost: 0.0009 ips: 9.3408 images/s [07/24 20:00:16] ppdet.engine INFO: Epoch: [8] [13200/54024] learning_rate: 0.000100 loss_class: 0.700388 loss_bbox: 0.109940 loss_giou: 0.451723 loss_class_aux: 4.288081 loss_bbox_aux: 0.718629 loss_giou_aux: 2.818157 loss_class_dn: 0.350849 loss_bbox_dn: 0.100642 loss_giou_dn: 0.356210 loss_class_aux_dn: 1.904419 loss_bbox_aux_dn: 0.629564 loss_giou_aux_dn: 2.068683 loss: 15.150433 eta: 35 days, 8:27:35 batch_cost: 0.9005 data_cost: 0.0010 ips: 8.8838 images/s [07/24 20:01:45] ppdet.engine INFO: Epoch: [8] [13300/54024] learning_rate: 0.000100 loss_class: 0.705330 loss_bbox: 0.110879 loss_giou: 0.466329 loss_class_aux: 4.285743 loss_bbox_aux: 0.711597 loss_giou_aux: 2.921257 loss_class_dn: 0.333407 loss_bbox_dn: 0.113860 loss_giou_dn: 0.371192 loss_class_aux_dn: 1.798733 loss_bbox_aux_dn: 0.677595 loss_giou_aux_dn: 2.106898 loss: 15.013234 eta: 35 days, 8:25:16 batch_cost: 0.8458 data_cost: 0.0125 ips: 9.4581 images/s [07/24 20:03:20] ppdet.engine INFO: Epoch: [8] [13400/54024] learning_rate: 0.000100 loss_class: 0.684555 loss_bbox: 0.117891 loss_giou: 0.484270 loss_class_aux: 4.242942 loss_bbox_aux: 0.776258 loss_giou_aux: 3.018807 loss_class_dn: 0.362400 loss_bbox_dn: 0.109838 loss_giou_dn: 0.397270 loss_class_aux_dn: 1.950161 loss_bbox_aux_dn: 0.664065 loss_giou_aux_dn: 2.222626 loss: 16.141370 eta: 35 days, 8:24:08 batch_cost: 0.9031 data_cost: 0.0010 ips: 8.8588 images/s [07/24 20:04:48] ppdet.engine INFO: Epoch: [8] [13500/54024] learning_rate: 0.000100 loss_class: 0.700533 loss_bbox: 0.119714 loss_giou: 0.482689 loss_class_aux: 4.351616 loss_bbox_aux: 0.772305 loss_giou_aux: 3.007156 loss_class_dn: 0.349228 loss_bbox_dn: 0.112008 loss_giou_dn: 0.364236 loss_class_aux_dn: 1.886224 loss_bbox_aux_dn: 0.676716 loss_giou_aux_dn: 2.091398 loss: 15.185754 eta: 35 days, 8:21:44 batch_cost: 0.8416 data_cost: 0.0009 ips: 9.5061 images/s [07/24 20:06:24] ppdet.engine INFO: Epoch: [8] [13600/54024] learning_rate: 0.000100 loss_class: 0.728259 loss_bbox: 0.116210 loss_giou: 0.509009 loss_class_aux: 4.489182 loss_bbox_aux: 0.732824 loss_giou_aux: 3.202799 loss_class_dn: 0.370945 loss_bbox_dn: 0.113910 loss_giou_dn: 0.402794 loss_class_aux_dn: 1.998637 loss_bbox_aux_dn: 0.666380 loss_giou_aux_dn: 2.267812 loss: 15.989046 eta: 35 days, 8:20:50 batch_cost: 0.9156 data_cost: 0.0010 ips: 8.7370 images/s [07/24 20:08:13] ppdet.engine INFO: Epoch: [8] [13700/54024] learning_rate: 0.000100 loss_class: 0.705144 loss_bbox: 0.119930 loss_giou: 0.503751 loss_class_aux: 4.401489 loss_bbox_aux: 0.789549 loss_giou_aux: 3.150004 loss_class_dn: 0.355263 loss_bbox_dn: 0.106473 loss_giou_dn: 0.380436 loss_class_aux_dn: 1.911740 loss_bbox_aux_dn: 0.671360 loss_giou_aux_dn: 2.168828 loss: 15.752461 eta: 35 days, 8:22:36 batch_cost: 1.0471 data_cost: 0.0009 ips: 7.6403 images/s [07/24 20:09:46] ppdet.engine INFO: Epoch: [8] [13800/54024] learning_rate: 0.000100 loss_class: 0.739570 loss_bbox: 0.123511 loss_giou: 0.545535 loss_class_aux: 4.565967 loss_bbox_aux: 0.784069 loss_giou_aux: 3.410862 loss_class_dn: 0.367040 loss_bbox_dn: 0.106527 loss_giou_dn: 0.406046 loss_class_aux_dn: 1.975804 loss_bbox_aux_dn: 0.655127 loss_giou_aux_dn: 2.299714 loss: 16.482158 eta: 35 days, 8:21:07 batch_cost: 0.8864 data_cost: 0.0023 ips: 9.0255 images/s [07/24 20:11:18] ppdet.engine INFO: Epoch: [8] [13900/54024] learning_rate: 0.000100 loss_class: 0.712337 loss_bbox: 0.114726 loss_giou: 0.480416 loss_class_aux: 4.489028 loss_bbox_aux: 0.711379 loss_giou_aux: 3.045325 loss_class_dn: 0.350444 loss_bbox_dn: 0.103396 loss_giou_dn: 0.365596 loss_class_aux_dn: 1.908880 loss_bbox_aux_dn: 0.638094 loss_giou_aux_dn: 2.110823 loss: 15.424259 eta: 35 days, 8:19:17 batch_cost: 0.8690 data_cost: 0.0010 ips: 9.2058 images/s [07/24 20:12:50] ppdet.engine INFO: Epoch: [8] [14000/54024] learning_rate: 0.000100 loss_class: 0.724575 loss_bbox: 0.124673 loss_giou: 0.536073 loss_class_aux: 4.472001 loss_bbox_aux: 0.809237 loss_giou_aux: 3.368978 loss_class_dn: 0.382855 loss_bbox_dn: 0.113895 loss_giou_dn: 0.420946 loss_class_aux_dn: 2.069786 loss_bbox_aux_dn: 0.685836 loss_giou_aux_dn: 2.396183 loss: 16.627275 eta: 35 days, 8:17:33 batch_cost: 0.8749 data_cost: 0.0030 ips: 9.1443 images/s [07/24 20:14:28] ppdet.engine INFO: Epoch: [8] [14100/54024] learning_rate: 0.000100 loss_class: 0.701963 loss_bbox: 0.117970 loss_giou: 0.458183 loss_class_aux: 4.299703 loss_bbox_aux: 0.764345 loss_giou_aux: 2.902066 loss_class_dn: 0.350694 loss_bbox_dn: 0.107689 loss_giou_dn: 0.368132 loss_class_aux_dn: 1.888180 loss_bbox_aux_dn: 0.661583 loss_giou_aux_dn: 2.137949 loss: 15.436650 eta: 35 days, 8:17:05 batch_cost: 0.9365 data_cost: 0.0758 ips: 8.5427 images/s [07/24 20:16:03] ppdet.engine INFO: Epoch: [8] [14200/54024] learning_rate: 0.000100 loss_class: 0.691017 loss_bbox: 0.114196 loss_giou: 0.510583 loss_class_aux: 4.294761 loss_bbox_aux: 0.738867 loss_giou_aux: 3.161694 loss_class_dn: 0.353336 loss_bbox_dn: 0.106759 loss_giou_dn: 0.391161 loss_class_aux_dn: 1.914745 loss_bbox_aux_dn: 0.667453 loss_giou_aux_dn: 2.221544 loss: 15.013808 eta: 35 days, 8:15:58 batch_cost: 0.9053 data_cost: 0.0217 ips: 8.8371 images/s [07/24 20:17:45] ppdet.engine INFO: Epoch: [8] [14300/54024] learning_rate: 0.000100 loss_class: 0.689621 loss_bbox: 0.115337 loss_giou: 0.498875 loss_class_aux: 4.337745 loss_bbox_aux: 0.771290 loss_giou_aux: 3.182960 loss_class_dn: 0.349380 loss_bbox_dn: 0.103007 loss_giou_dn: 0.386200 loss_class_aux_dn: 1.871134 loss_bbox_aux_dn: 0.651902 loss_giou_aux_dn: 2.193589 loss: 15.105539 eta: 35 days, 8:16:14 batch_cost: 0.9728 data_cost: 0.0563 ips: 8.2235 images/s [07/24 20:19:13] ppdet.engine INFO: Epoch: [8] [14400/54024] learning_rate: 0.000100 loss_class: 0.680130 loss_bbox: 0.113416 loss_giou: 0.487401 loss_class_aux: 4.356937 loss_bbox_aux: 0.740822 loss_giou_aux: 3.048159 loss_class_dn: 0.334147 loss_bbox_dn: 0.108693 loss_giou_dn: 0.380176 loss_class_aux_dn: 1.814010 loss_bbox_aux_dn: 0.671397 loss_giou_aux_dn: 2.165941 loss: 15.110043 eta: 35 days, 8:13:43 batch_cost: 0.8353 data_cost: 0.0011 ips: 9.5771 images/s [07/24 20:20:43] ppdet.engine INFO: Epoch: [8] [14500/54024] learning_rate: 0.000100 loss_class: 0.678268 loss_bbox: 0.114249 loss_giou: 0.518460 loss_class_aux: 4.263869 loss_bbox_aux: 0.746511 loss_giou_aux: 3.243666 loss_class_dn: 0.350274 loss_bbox_dn: 0.100617 loss_giou_dn: 0.389695 loss_class_aux_dn: 1.875004 loss_bbox_aux_dn: 0.624400 loss_giou_aux_dn: 2.229541 loss: 15.290652 eta: 35 days, 8:11:36 batch_cost: 0.8551 data_cost: 0.0010 ips: 9.3558 images/s [07/24 20:22:14] ppdet.engine INFO: Epoch: [8] [14600/54024] learning_rate: 0.000100 loss_class: 0.722159 loss_bbox: 0.113848 loss_giou: 0.503456 loss_class_aux: 4.484035 loss_bbox_aux: 0.735436 loss_giou_aux: 3.104126 loss_class_dn: 0.353450 loss_bbox_dn: 0.101051 loss_giou_dn: 0.383486 loss_class_aux_dn: 1.893622 loss_bbox_aux_dn: 0.645083 loss_giou_aux_dn: 2.199018 loss: 15.469057 eta: 35 days, 8:09:40 batch_cost: 0.8647 data_cost: 0.0100 ips: 9.2512 images/s [07/24 20:23:49] ppdet.engine INFO: Epoch: [8] [14700/54024] learning_rate: 0.000100 loss_class: 0.701454 loss_bbox: 0.108733 loss_giou: 0.522984 loss_class_aux: 4.392642 loss_bbox_aux: 0.723165 loss_giou_aux: 3.220315 loss_class_dn: 0.352029 loss_bbox_dn: 0.103114 loss_giou_dn: 0.387785 loss_class_aux_dn: 1.898422 loss_bbox_aux_dn: 0.649861 loss_giou_aux_dn: 2.218496 loss: 15.153764 eta: 35 days, 8:08:37 batch_cost: 0.9082 data_cost: 0.0010 ips: 8.8090 images/s [07/24 20:25:37] ppdet.engine INFO: Epoch: [8] [14800/54024] learning_rate: 0.000100 loss_class: 0.694680 loss_bbox: 0.111912 loss_giou: 0.531532 loss_class_aux: 4.233869 loss_bbox_aux: 0.709489 loss_giou_aux: 3.284903 loss_class_dn: 0.342659 loss_bbox_dn: 0.103255 loss_giou_dn: 0.395843 loss_class_aux_dn: 1.844035 loss_bbox_aux_dn: 0.631851 loss_giou_aux_dn: 2.244213 loss: 14.904226 eta: 35 days, 8:10:02 batch_cost: 1.0308 data_cost: 0.0894 ips: 7.7611 images/s [07/24 20:27:10] ppdet.engine INFO: Epoch: [8] [14900/54024] learning_rate: 0.000100 loss_class: 0.677292 loss_bbox: 0.113332 loss_giou: 0.508286 loss_class_aux: 4.243767 loss_bbox_aux: 0.722887 loss_giou_aux: 3.161810 loss_class_dn: 0.351977 loss_bbox_dn: 0.101715 loss_giou_dn: 0.394054 loss_class_aux_dn: 1.897085 loss_bbox_aux_dn: 0.610816 loss_giou_aux_dn: 2.254879 loss: 15.403701 eta: 35 days, 8:08:37 batch_cost: 0.8900 data_cost: 0.0011 ips: 8.9887 images/s [07/24 20:29:16] ppdet.engine INFO: Epoch: [8] [15000/54024] learning_rate: 0.000100 loss_class: 0.705647 loss_bbox: 0.111496 loss_giou: 0.542269 loss_class_aux: 4.384553 loss_bbox_aux: 0.760258 loss_giou_aux: 3.407854 loss_class_dn: 0.355880 loss_bbox_dn: 0.107016 loss_giou_dn: 0.412307 loss_class_aux_dn: 1.912611 loss_bbox_aux_dn: 0.654902 loss_giou_aux_dn: 2.306389 loss: 15.909915 eta: 35 days, 8:13:44 batch_cost: 1.2142 data_cost: 0.0009 ips: 6.5890 images/s [07/24 20:31:05] ppdet.engine INFO: Epoch: [8] [15100/54024] learning_rate: 0.000100 loss_class: 0.702585 loss_bbox: 0.105640 loss_giou: 0.495439 loss_class_aux: 4.388595 loss_bbox_aux: 0.699064 loss_giou_aux: 3.136179 loss_class_dn: 0.355604 loss_bbox_dn: 0.100447 loss_giou_dn: 0.402970 loss_class_aux_dn: 1.927275 loss_bbox_aux_dn: 0.648324 loss_giou_aux_dn: 2.319391 loss: 15.458399 eta: 35 days, 8:15:17 batch_cost: 1.0377 data_cost: 0.0245 ips: 7.7096 images/s [07/24 20:32:48] ppdet.engine INFO: Epoch: [8] [15200/54024] learning_rate: 0.000100 loss_class: 0.671389 loss_bbox: 0.110851 loss_giou: 0.467031 loss_class_aux: 4.182634 loss_bbox_aux: 0.708045 loss_giou_aux: 2.926766 loss_class_dn: 0.320013 loss_bbox_dn: 0.106729 loss_giou_dn: 0.360775 loss_class_aux_dn: 1.729002 loss_bbox_aux_dn: 0.668602 loss_giou_aux_dn: 2.047271 loss: 14.153701 eta: 35 days, 8:15:51 batch_cost: 0.9887 data_cost: 0.0009 ips: 8.0911 images/s [07/24 20:34:21] ppdet.engine INFO: Epoch: [8] [15300/54024] learning_rate: 0.000100 loss_class: 0.691821 loss_bbox: 0.112223 loss_giou: 0.514497 loss_class_aux: 4.249587 loss_bbox_aux: 0.751550 loss_giou_aux: 3.223097 loss_class_dn: 0.341854 loss_bbox_dn: 0.113692 loss_giou_dn: 0.382195 loss_class_aux_dn: 1.879171 loss_bbox_aux_dn: 0.696562 loss_giou_aux_dn: 2.207814 loss: 15.601014 eta: 35 days, 8:14:17 batch_cost: 0.8828 data_cost: 0.0010 ips: 9.0616 images/s [07/24 20:36:04] ppdet.engine INFO: Epoch: [8] [15400/54024] learning_rate: 0.000100 loss_class: 0.700163 loss_bbox: 0.113454 loss_giou: 0.499735 loss_class_aux: 4.247821 loss_bbox_aux: 0.743313 loss_giou_aux: 3.148521 loss_class_dn: 0.341921 loss_bbox_dn: 0.109936 loss_giou_dn: 0.386077 loss_class_aux_dn: 1.841795 loss_bbox_aux_dn: 0.681146 loss_giou_aux_dn: 2.212543 loss: 15.386349 eta: 35 days, 8:14:37 batch_cost: 0.9770 data_cost: 0.0582 ips: 8.1879 images/s [07/24 20:37:52] ppdet.engine INFO: Epoch: [8] [15500/54024] learning_rate: 0.000100 loss_class: 0.675700 loss_bbox: 0.113030 loss_giou: 0.466329 loss_class_aux: 4.262957 loss_bbox_aux: 0.746279 loss_giou_aux: 2.959968 loss_class_dn: 0.332644 loss_bbox_dn: 0.107170 loss_giou_dn: 0.373175 loss_class_aux_dn: 1.797362 loss_bbox_aux_dn: 0.662010 loss_giou_aux_dn: 2.107781 loss: 14.812361 eta: 35 days, 8:16:08 batch_cost: 1.0367 data_cost: 0.0522 ips: 7.7165 images/s [07/24 20:39:24] ppdet.engine INFO: Epoch: [8] [15600/54024] learning_rate: 0.000100 loss_class: 0.708835 loss_bbox: 0.105041 loss_giou: 0.474960 loss_class_aux: 4.526791 loss_bbox_aux: 0.716335 loss_giou_aux: 2.993608 loss_class_dn: 0.342324 loss_bbox_dn: 0.105524 loss_giou_dn: 0.366026 loss_class_aux_dn: 1.864076 loss_bbox_aux_dn: 0.662810 loss_giou_aux_dn: 2.095829 loss: 15.527154 eta: 35 days, 8:14:26 batch_cost: 0.8759 data_cost: 0.0011 ips: 9.1338 images/s [07/24 20:40:55] ppdet.engine INFO: Epoch: [8] [15700/54024] learning_rate: 0.000100 loss_class: 0.719802 loss_bbox: 0.115232 loss_giou: 0.503190 loss_class_aux: 4.488017 loss_bbox_aux: 0.756232 loss_giou_aux: 3.155446 loss_class_dn: 0.374442 loss_bbox_dn: 0.112048 loss_giou_dn: 0.395306 loss_class_aux_dn: 2.015666 loss_bbox_aux_dn: 0.694070 loss_giou_aux_dn: 2.225964 loss: 16.042542 eta: 35 days, 8:12:11 batch_cost: 0.8488 data_cost: 0.0033 ips: 9.4252 images/s [07/24 20:42:22] ppdet.engine INFO: Epoch: [8] [15800/54024] learning_rate: 0.000100 loss_class: 0.716460 loss_bbox: 0.112149 loss_giou: 0.484184 loss_class_aux: 4.487332 loss_bbox_aux: 0.728563 loss_giou_aux: 3.083674 loss_class_dn: 0.356071 loss_bbox_dn: 0.107202 loss_giou_dn: 0.370105 loss_class_aux_dn: 1.934935 loss_bbox_aux_dn: 0.678968 loss_giou_aux_dn: 2.126495 loss: 15.596788 eta: 35 days, 8:09:25 batch_cost: 0.8228 data_cost: 0.0010 ips: 9.7223 images/s [07/24 20:44:18] ppdet.engine INFO: Epoch: [8] [15900/54024] learning_rate: 0.000100 loss_class: 0.724189 loss_bbox: 0.106660 loss_giou: 0.502487 loss_class_aux: 4.575565 loss_bbox_aux: 0.713316 loss_giou_aux: 3.164081 loss_class_dn: 0.346062 loss_bbox_dn: 0.103077 loss_giou_dn: 0.390223 loss_class_aux_dn: 1.875516 loss_bbox_aux_dn: 0.631314 loss_giou_aux_dn: 2.204989 loss: 15.179023 eta: 35 days, 8:12:34 batch_cost: 1.1179 data_cost: 0.1706 ips: 7.1560 images/s [07/24 20:45:57] ppdet.engine INFO: Epoch: [8] [16000/54024] learning_rate: 0.000100 loss_class: 0.717732 loss_bbox: 0.117198 loss_giou: 0.466899 loss_class_aux: 4.449551 loss_bbox_aux: 0.755035 loss_giou_aux: 2.882483 loss_class_dn: 0.330547 loss_bbox_dn: 0.109980 loss_giou_dn: 0.366617 loss_class_aux_dn: 1.792501 loss_bbox_aux_dn: 0.693065 loss_giou_aux_dn: 2.076769 loss: 14.962834 eta: 35 days, 8:12:05 batch_cost: 0.9372 data_cost: 0.0048 ips: 8.5360 images/s [07/24 20:47:48] ppdet.engine INFO: Epoch: [8] [16100/54024] learning_rate: 0.000100 loss_class: 0.718231 loss_bbox: 0.116323 loss_giou: 0.507168 loss_class_aux: 4.421193 loss_bbox_aux: 0.767997 loss_giou_aux: 3.152879 loss_class_dn: 0.346173 loss_bbox_dn: 0.112782 loss_giou_dn: 0.399348 loss_class_aux_dn: 1.841690 loss_bbox_aux_dn: 0.693145 loss_giou_aux_dn: 2.264363 loss: 15.556885 eta: 35 days, 8:14:16 batch_cost: 1.0701 data_cost: 0.0649 ips: 7.4761 images/s [07/24 20:49:33] ppdet.engine INFO: Epoch: [8] [16200/54024] learning_rate: 0.000100 loss_class: 0.728826 loss_bbox: 0.120792 loss_giou: 0.504319 loss_class_aux: 4.544286 loss_bbox_aux: 0.779053 loss_giou_aux: 3.173459 loss_class_dn: 0.353263 loss_bbox_dn: 0.114803 loss_giou_dn: 0.399046 loss_class_aux_dn: 1.909540 loss_bbox_aux_dn: 0.669875 loss_giou_aux_dn: 2.236039 loss: 16.133684 eta: 35 days, 8:14:55 batch_cost: 0.9931 data_cost: 0.0542 ips: 8.0556 images/s [07/24 20:51:06] ppdet.engine INFO: Epoch: [8] [16300/54024] learning_rate: 0.000100 loss_class: 0.658435 loss_bbox: 0.107513 loss_giou: 0.480512 loss_class_aux: 4.129564 loss_bbox_aux: 0.711481 loss_giou_aux: 2.952044 loss_class_dn: 0.342749 loss_bbox_dn: 0.097514 loss_giou_dn: 0.354978 loss_class_aux_dn: 1.816844 loss_bbox_aux_dn: 0.604231 loss_giou_aux_dn: 2.077631 loss: 14.488534 eta: 35 days, 8:13:28 batch_cost: 0.8888 data_cost: 0.0010 ips: 9.0013 images/s [07/24 20:52:56] ppdet.engine INFO: Epoch: [8] [16400/54024] learning_rate: 0.000100 loss_class: 0.696778 loss_bbox: 0.114060 loss_giou: 0.498649 loss_class_aux: 4.265592 loss_bbox_aux: 0.757249 loss_giou_aux: 3.138346 loss_class_dn: 0.348247 loss_bbox_dn: 0.110330 loss_giou_dn: 0.385648 loss_class_aux_dn: 1.859327 loss_bbox_aux_dn: 0.686107 loss_giou_aux_dn: 2.229394 loss: 15.169877 eta: 35 days, 8:15:09 batch_cost: 1.0454 data_cost: 0.1938 ips: 7.6528 images/s [07/24 20:54:32] ppdet.engine INFO: Epoch: [8] [16500/54024] learning_rate: 0.000100 loss_class: 0.699523 loss_bbox: 0.124152 loss_giou: 0.497272 loss_class_aux: 4.387725 loss_bbox_aux: 0.810597 loss_giou_aux: 3.110457 loss_class_dn: 0.353540 loss_bbox_dn: 0.118775 loss_giou_dn: 0.365340 loss_class_aux_dn: 1.900027 loss_bbox_aux_dn: 0.738808 loss_giou_aux_dn: 2.099899 loss: 15.775540 eta: 35 days, 8:14:14 batch_cost: 0.9154 data_cost: 0.0010 ips: 8.7397 images/s [07/24 20:55:59] ppdet.engine INFO: Epoch: [8] [16600/54024] learning_rate: 0.000100 loss_class: 0.738112 loss_bbox: 0.119542 loss_giou: 0.523958 loss_class_aux: 4.557303 loss_bbox_aux: 0.764082 loss_giou_aux: 3.287357 loss_class_dn: 0.354861 loss_bbox_dn: 0.111383 loss_giou_dn: 0.392266 loss_class_aux_dn: 1.922901 loss_bbox_aux_dn: 0.686482 loss_giou_aux_dn: 2.193554 loss: 15.491031 eta: 35 days, 8:11:29 batch_cost: 0.8239 data_cost: 0.0010 ips: 9.7104 images/s [07/24 20:57:34] ppdet.engine INFO: Epoch: [8] [16700/54024] learning_rate: 0.000100 loss_class: 0.702424 loss_bbox: 0.118888 loss_giou: 0.509318 loss_class_aux: 4.362610 loss_bbox_aux: 0.768689 loss_giou_aux: 3.170527 loss_class_dn: 0.367760 loss_bbox_dn: 0.112815 loss_giou_dn: 0.413688 loss_class_aux_dn: 1.954627 loss_bbox_aux_dn: 0.696347 loss_giou_aux_dn: 2.323401 loss: 16.338870 eta: 35 days, 8:10:18 batch_cost: 0.9024 data_cost: 0.0010 ips: 8.8654 images/s [07/24 20:59:11] ppdet.engine INFO: Epoch: [8] [16800/54024] learning_rate: 0.000100 loss_class: 0.758341 loss_bbox: 0.108923 loss_giou: 0.484722 loss_class_aux: 4.706456 loss_bbox_aux: 0.710423 loss_giou_aux: 3.011047 loss_class_dn: 0.354358 loss_bbox_dn: 0.106948 loss_giou_dn: 0.377276 loss_class_aux_dn: 1.950587 loss_bbox_aux_dn: 0.653774 loss_giou_aux_dn: 2.147060 loss: 15.345249 eta: 35 days, 8:09:33 batch_cost: 0.9245 data_cost: 0.0010 ips: 8.6532 images/s [07/24 21:00:37] ppdet.engine INFO: Epoch: [8] [16900/54024] learning_rate: 0.000100 loss_class: 0.705847 loss_bbox: 0.111878 loss_giou: 0.513853 loss_class_aux: 4.442461 loss_bbox_aux: 0.742105 loss_giou_aux: 3.238924 loss_class_dn: 0.355910 loss_bbox_dn: 0.108959 loss_giou_dn: 0.400700 loss_class_aux_dn: 1.910721 loss_bbox_aux_dn: 0.673562 loss_giou_aux_dn: 2.289290 loss: 15.876801 eta: 35 days, 8:06:36 batch_cost: 0.8135 data_cost: 0.0013 ips: 9.8343 images/s [07/24 21:02:06] ppdet.engine INFO: Epoch: [8] [17000/54024] learning_rate: 0.000100 loss_class: 0.703268 loss_bbox: 0.121117 loss_giou: 0.520664 loss_class_aux: 4.395655 loss_bbox_aux: 0.770026 loss_giou_aux: 3.284130 loss_class_dn: 0.355952 loss_bbox_dn: 0.108766 loss_giou_dn: 0.409203 loss_class_aux_dn: 1.919116 loss_bbox_aux_dn: 0.682596 loss_giou_aux_dn: 2.304872 loss: 15.097259 eta: 35 days, 8:04:12 batch_cost: 0.8410 data_cost: 0.0010 ips: 9.5123 images/s [07/24 21:03:33] ppdet.engine INFO: Epoch: [8] [17100/54024] learning_rate: 0.000100 loss_class: 0.711791 loss_bbox: 0.115519 loss_giou: 0.487113 loss_class_aux: 4.396596 loss_bbox_aux: 0.750523 loss_giou_aux: 3.043454 loss_class_dn: 0.340594 loss_bbox_dn: 0.111642 loss_giou_dn: 0.359248 loss_class_aux_dn: 1.848761 loss_bbox_aux_dn: 0.680519 loss_giou_aux_dn: 2.086403 loss: 14.906038 eta: 35 days, 8:01:34 batch_cost: 0.8300 data_cost: 0.0011 ips: 9.6387 images/s [07/24 21:05:09] ppdet.engine INFO: Epoch: [8] [17200/54024] learning_rate: 0.000100 loss_class: 0.732249 loss_bbox: 0.127976 loss_giou: 0.530369 loss_class_aux: 4.537109 loss_bbox_aux: 0.821674 loss_giou_aux: 3.340069 loss_class_dn: 0.373020 loss_bbox_dn: 0.112918 loss_giou_dn: 0.405748 loss_class_aux_dn: 1.999157 loss_bbox_aux_dn: 0.693782 loss_giou_aux_dn: 2.299550 loss: 16.065389 eta: 35 days, 8:00:42 batch_cost: 0.9174 data_cost: 0.0009 ips: 8.7199 images/s [07/24 21:06:46] ppdet.engine INFO: Epoch: [8] [17300/54024] learning_rate: 0.000100 loss_class: 0.677606 loss_bbox: 0.111434 loss_giou: 0.512222 loss_class_aux: 4.205900 loss_bbox_aux: 0.700655 loss_giou_aux: 3.202122 loss_class_dn: 0.340238 loss_bbox_dn: 0.097093 loss_giou_dn: 0.381327 loss_class_aux_dn: 1.813900 loss_bbox_aux_dn: 0.615720 loss_giou_aux_dn: 2.164803 loss: 15.233992 eta: 35 days, 7:59:55 batch_cost: 0.9224 data_cost: 0.0010 ips: 8.6726 images/s [07/24 21:08:27] ppdet.engine INFO: Epoch: [8] [17400/54024] learning_rate: 0.000100 loss_class: 0.676569 loss_bbox: 0.106974 loss_giou: 0.497757 loss_class_aux: 4.262125 loss_bbox_aux: 0.743536 loss_giou_aux: 3.118499 loss_class_dn: 0.335962 loss_bbox_dn: 0.107707 loss_giou_dn: 0.383507 loss_class_aux_dn: 1.827970 loss_bbox_aux_dn: 0.685267 loss_giou_aux_dn: 2.140130 loss: 14.842706 eta: 35 days, 7:59:55 batch_cost: 0.9621 data_cost: 0.0577 ips: 8.3156 images/s [07/24 21:09:57] ppdet.engine INFO: Epoch: [8] [17500/54024] learning_rate: 0.000100 loss_class: 0.669271 loss_bbox: 0.103229 loss_giou: 0.443717 loss_class_aux: 4.232071 loss_bbox_aux: 0.689183 loss_giou_aux: 2.814228 loss_class_dn: 0.326367 loss_bbox_dn: 0.100680 loss_giou_dn: 0.353021 loss_class_aux_dn: 1.792095 loss_bbox_aux_dn: 0.606528 loss_giou_aux_dn: 2.034344 loss: 14.069033 eta: 35 days, 7:57:46 batch_cost: 0.8537 data_cost: 0.0096 ips: 9.3708 images/s [07/24 21:11:35] ppdet.engine INFO: Epoch: [8] [17600/54024] learning_rate: 0.000100 loss_class: 0.710340 loss_bbox: 0.101312 loss_giou: 0.492686 loss_class_aux: 4.406752 loss_bbox_aux: 0.681627 loss_giou_aux: 3.137912 loss_class_dn: 0.344388 loss_bbox_dn: 0.101008 loss_giou_dn: 0.388183 loss_class_aux_dn: 1.855652 loss_bbox_aux_dn: 0.631951 loss_giou_aux_dn: 2.206708 loss: 14.930960 eta: 35 days, 7:57:11 batch_cost: 0.9321 data_cost: 0.0010 ips: 8.5829 images/s [07/24 21:13:12] ppdet.engine INFO: Epoch: [8] [17700/54024] learning_rate: 0.000100 loss_class: 0.717250 loss_bbox: 0.115926 loss_giou: 0.510570 loss_class_aux: 4.380602 loss_bbox_aux: 0.749435 loss_giou_aux: 3.175566 loss_class_dn: 0.352351 loss_bbox_dn: 0.103319 loss_giou_dn: 0.388323 loss_class_aux_dn: 1.919244 loss_bbox_aux_dn: 0.648362 loss_giou_aux_dn: 2.199504 loss: 15.587459 eta: 35 days, 7:56:32 batch_cost: 0.9289 data_cost: 0.0010 ips: 8.6120 images/s [07/24 21:15:00] ppdet.engine INFO: Epoch: [8] [17800/54024] learning_rate: 0.000100 loss_class: 0.672330 loss_bbox: 0.110063 loss_giou: 0.427325 loss_class_aux: 4.213087 loss_bbox_aux: 0.714377 loss_giou_aux: 2.698570 loss_class_dn: 0.319544 loss_bbox_dn: 0.108587 loss_giou_dn: 0.335594 loss_class_aux_dn: 1.741030 loss_bbox_aux_dn: 0.665606 loss_giou_aux_dn: 1.967261 loss: 13.884513 eta: 35 days, 7:57:57 batch_cost: 1.0328 data_cost: 0.1547 ips: 7.7459 images/s [07/24 21:16:36] ppdet.engine INFO: Epoch: [8] [17900/54024] learning_rate: 0.000100 loss_class: 0.728039 loss_bbox: 0.116527 loss_giou: 0.528180 loss_class_aux: 4.572293 loss_bbox_aux: 0.754797 loss_giou_aux: 3.293535 loss_class_dn: 0.361164 loss_bbox_dn: 0.110176 loss_giou_dn: 0.399999 loss_class_aux_dn: 1.934165 loss_bbox_aux_dn: 0.675029 loss_giou_aux_dn: 2.310586 loss: 15.464712 eta: 35 days, 7:57:00 batch_cost: 0.9144 data_cost: 0.0010 ips: 8.7492 images/s [07/24 21:18:09] ppdet.engine INFO: Epoch: [8] [18000/54024] learning_rate: 0.000100 loss_class: 0.698200 loss_bbox: 0.112182 loss_giou: 0.509648 loss_class_aux: 4.243624 loss_bbox_aux: 0.740268 loss_giou_aux: 3.180793 loss_class_dn: 0.360951 loss_bbox_dn: 0.103715 loss_giou_dn: 0.383093 loss_class_aux_dn: 1.931528 loss_bbox_aux_dn: 0.640835 loss_giou_aux_dn: 2.185670 loss: 15.220903 eta: 35 days, 7:55:16 batch_cost: 0.8743 data_cost: 0.0200 ips: 9.1505 images/s [07/24 21:19:48] ppdet.engine INFO: Epoch: [8] [18100/54024] learning_rate: 0.000100 loss_class: 0.675043 loss_bbox: 0.127321 loss_giou: 0.546305 loss_class_aux: 4.184996 loss_bbox_aux: 0.802365 loss_giou_aux: 3.341015 loss_class_dn: 0.353661 loss_bbox_dn: 0.111101 loss_giou_dn: 0.388309 loss_class_aux_dn: 1.895603 loss_bbox_aux_dn: 0.704713 loss_giou_aux_dn: 2.202726 loss: 15.689594 eta: 35 days, 7:54:58 batch_cost: 0.9472 data_cost: 0.0707 ips: 8.4455 images/s [07/24 21:21:27] ppdet.engine INFO: Epoch: [8] [18200/54024] learning_rate: 0.000100 loss_class: 0.674592 loss_bbox: 0.113102 loss_giou: 0.476032 loss_class_aux: 4.202863 loss_bbox_aux: 0.764280 loss_giou_aux: 3.018535 loss_class_dn: 0.348678 loss_bbox_dn: 0.106340 loss_giou_dn: 0.361472 loss_class_aux_dn: 1.864868 loss_bbox_aux_dn: 0.658495 loss_giou_aux_dn: 2.110309 loss: 14.420130 eta: 35 days, 7:54:33 batch_cost: 0.9403 data_cost: 0.0010 ips: 8.5083 images/s [07/24 21:23:04] ppdet.engine INFO: Epoch: [8] [18300/54024] learning_rate: 0.000100 loss_class: 0.681228 loss_bbox: 0.110061 loss_giou: 0.501977 loss_class_aux: 4.225150 loss_bbox_aux: 0.711365 loss_giou_aux: 3.103509 loss_class_dn: 0.350875 loss_bbox_dn: 0.098521 loss_giou_dn: 0.384260 loss_class_aux_dn: 1.884073 loss_bbox_aux_dn: 0.610662 loss_giou_aux_dn: 2.184880 loss: 14.949496 eta: 35 days, 7:53:47 batch_cost: 0.9237 data_cost: 0.0010 ips: 8.6612 images/s [07/24 21:24:32] ppdet.engine INFO: Epoch: [8] [18400/54024] learning_rate: 0.000100 loss_class: 0.688656 loss_bbox: 0.122623 loss_giou: 0.550125 loss_class_aux: 4.303131 loss_bbox_aux: 0.809320 loss_giou_aux: 3.432692 loss_class_dn: 0.361839 loss_bbox_dn: 0.108962 loss_giou_dn: 0.398514 loss_class_aux_dn: 1.947424 loss_bbox_aux_dn: 0.665195 loss_giou_aux_dn: 2.302362 loss: 15.844691 eta: 35 days, 7:51:16 batch_cost: 0.8354 data_cost: 0.0011 ips: 9.5762 images/s [07/24 21:26:07] ppdet.engine INFO: Epoch: [8] [18500/54024] learning_rate: 0.000100 loss_class: 0.731854 loss_bbox: 0.110480 loss_giou: 0.526719 loss_class_aux: 4.519265 loss_bbox_aux: 0.714298 loss_giou_aux: 3.283045 loss_class_dn: 0.353683 loss_bbox_dn: 0.101124 loss_giou_dn: 0.402243 loss_class_aux_dn: 1.942807 loss_bbox_aux_dn: 0.648332 loss_giou_aux_dn: 2.317047 loss: 15.774120 eta: 35 days, 7:50:08 batch_cost: 0.9046 data_cost: 0.0010 ips: 8.8439 images/s [07/24 21:27:49] ppdet.engine INFO: Epoch: [8] [18600/54024] learning_rate: 0.000100 loss_class: 0.675954 loss_bbox: 0.114584 loss_giou: 0.483253 loss_class_aux: 4.256225 loss_bbox_aux: 0.736302 loss_giou_aux: 3.014761 loss_class_dn: 0.346123 loss_bbox_dn: 0.102202 loss_giou_dn: 0.392551 loss_class_aux_dn: 1.872068 loss_bbox_aux_dn: 0.614194 loss_giou_aux_dn: 2.204173 loss: 15.353200 eta: 35 days, 7:50:21 batch_cost: 0.9731 data_cost: 0.0009 ips: 8.2213 images/s [07/24 21:29:34] ppdet.engine INFO: Epoch: [8] [18700/54024] learning_rate: 0.000100 loss_class: 0.652693 loss_bbox: 0.111122 loss_giou: 0.495110 loss_class_aux: 4.148091 loss_bbox_aux: 0.747750 loss_giou_aux: 3.055285 loss_class_dn: 0.327036 loss_bbox_dn: 0.110299 loss_giou_dn: 0.373517 loss_class_aux_dn: 1.755136 loss_bbox_aux_dn: 0.664807 loss_giou_aux_dn: 2.112841 loss: 14.535620 eta: 35 days, 7:51:08 batch_cost: 1.0015 data_cost: 0.0010 ips: 7.9884 images/s [07/24 21:31:07] ppdet.engine INFO: Epoch: [8] [18800/54024] learning_rate: 0.000100 loss_class: 0.737964 loss_bbox: 0.112456 loss_giou: 0.503074 loss_class_aux: 4.538453 loss_bbox_aux: 0.760494 loss_giou_aux: 3.157275 loss_class_dn: 0.354690 loss_bbox_dn: 0.106915 loss_giou_dn: 0.400148 loss_class_aux_dn: 1.930647 loss_bbox_aux_dn: 0.666711 loss_giou_aux_dn: 2.248608 loss: 15.261193 eta: 35 days, 7:49:27 batch_cost: 0.8780 data_cost: 0.0421 ips: 9.1116 images/s [07/24 21:32:55] ppdet.engine INFO: Epoch: [8] [18900/54024] learning_rate: 0.000100 loss_class: 0.689872 loss_bbox: 0.114364 loss_giou: 0.510991 loss_class_aux: 4.322922 loss_bbox_aux: 0.772189 loss_giou_aux: 3.223989 loss_class_dn: 0.344837 loss_bbox_dn: 0.107959 loss_giou_dn: 0.400247 loss_class_aux_dn: 1.872974 loss_bbox_aux_dn: 0.653751 loss_giou_aux_dn: 2.250702 loss: 15.257164 eta: 35 days, 7:50:50 batch_cost: 1.0315 data_cost: 0.1343 ips: 7.7560 images/s [07/24 21:34:45] ppdet.engine INFO: Epoch: [8] [19000/54024] learning_rate: 0.000100 loss_class: 0.690074 loss_bbox: 0.108140 loss_giou: 0.484243 loss_class_aux: 4.284619 loss_bbox_aux: 0.710380 loss_giou_aux: 2.978600 loss_class_dn: 0.340504 loss_bbox_dn: 0.106408 loss_giou_dn: 0.356769 loss_class_aux_dn: 1.802870 loss_bbox_aux_dn: 0.667404 loss_giou_aux_dn: 2.014354 loss: 14.815062 eta: 35 days, 7:52:43 batch_cost: 1.0572 data_cost: 0.0010 ips: 7.5674 images/s [07/24 21:36:11] ppdet.engine INFO: Epoch: [8] [19100/54024] learning_rate: 0.000100 loss_class: 0.718439 loss_bbox: 0.115519 loss_giou: 0.533617 loss_class_aux: 4.379187 loss_bbox_aux: 0.747356 loss_giou_aux: 3.424556 loss_class_dn: 0.356676 loss_bbox_dn: 0.101771 loss_giou_dn: 0.407641 loss_class_aux_dn: 1.932040 loss_bbox_aux_dn: 0.613261 loss_giou_aux_dn: 2.275943 loss: 15.701574 eta: 35 days, 7:49:35 batch_cost: 0.8047 data_cost: 0.0010 ips: 9.9413 images/s [07/24 21:37:45] ppdet.engine INFO: Epoch: [8] [19200/54024] learning_rate: 0.000100 loss_class: 0.681333 loss_bbox: 0.105805 loss_giou: 0.445552 loss_class_aux: 4.170236 loss_bbox_aux: 0.703805 loss_giou_aux: 2.858054 loss_class_dn: 0.322606 loss_bbox_dn: 0.105082 loss_giou_dn: 0.351982 loss_class_aux_dn: 1.735912 loss_bbox_aux_dn: 0.631253 loss_giou_aux_dn: 2.001719 loss: 14.229557 eta: 35 days, 7:48:17 batch_cost: 0.8963 data_cost: 0.0474 ips: 8.9256 images/s [07/24 21:39:26] ppdet.engine INFO: Epoch: [8] [19300/54024] learning_rate: 0.000100 loss_class: 0.711989 loss_bbox: 0.121089 loss_giou: 0.492367 loss_class_aux: 4.403054 loss_bbox_aux: 0.795811 loss_giou_aux: 3.087912 loss_class_dn: 0.347656 loss_bbox_dn: 0.120938 loss_giou_dn: 0.394126 loss_class_aux_dn: 1.860493 loss_bbox_aux_dn: 0.715537 loss_giou_aux_dn: 2.245655 loss: 15.396407 eta: 35 days, 7:48:24 batch_cost: 0.9684 data_cost: 0.0699 ips: 8.2608 images/s [07/24 21:40:55] ppdet.engine INFO: Epoch: [8] [19400/54024] learning_rate: 0.000100 loss_class: 0.694094 loss_bbox: 0.107608 loss_giou: 0.507423 loss_class_aux: 4.353764 loss_bbox_aux: 0.665626 loss_giou_aux: 3.156285 loss_class_dn: 0.341764 loss_bbox_dn: 0.098561 loss_giou_dn: 0.385401 loss_class_aux_dn: 1.848252 loss_bbox_aux_dn: 0.609488 loss_giou_aux_dn: 2.184139 loss: 14.898262 eta: 35 days, 7:46:03 batch_cost: 0.8438 data_cost: 0.0162 ips: 9.4804 images/s [07/24 21:42:25] ppdet.engine INFO: Epoch: [8] [19500/54024] learning_rate: 0.000100 loss_class: 0.671431 loss_bbox: 0.110507 loss_giou: 0.457179 loss_class_aux: 4.224868 loss_bbox_aux: 0.682129 loss_giou_aux: 2.848378 loss_class_dn: 0.322393 loss_bbox_dn: 0.098357 loss_giou_dn: 0.363927 loss_class_aux_dn: 1.751947 loss_bbox_aux_dn: 0.602807 loss_giou_aux_dn: 2.082276 loss: 14.428241 eta: 35 days, 7:43:45 batch_cost: 0.8462 data_cost: 0.0431 ips: 9.4542 images/s [07/24 21:44:09] ppdet.engine INFO: Epoch: [8] [19600/54024] learning_rate: 0.000100 loss_class: 0.689694 loss_bbox: 0.122668 loss_giou: 0.500968 loss_class_aux: 4.271705 loss_bbox_aux: 0.767553 loss_giou_aux: 3.141567 loss_class_dn: 0.347194 loss_bbox_dn: 0.115946 loss_giou_dn: 0.394104 loss_class_aux_dn: 1.863553 loss_bbox_aux_dn: 0.695696 loss_giou_aux_dn: 2.193786 loss: 15.397155 eta: 35 days, 7:44:28 batch_cost: 0.9985 data_cost: 0.0009 ips: 8.0123 images/s [07/24 21:45:44] ppdet.engine INFO: Epoch: [8] [19700/54024] learning_rate: 0.000100 loss_class: 0.715412 loss_bbox: 0.123611 loss_giou: 0.482096 loss_class_aux: 4.380825 loss_bbox_aux: 0.747295 loss_giou_aux: 2.973233 loss_class_dn: 0.349248 loss_bbox_dn: 0.109212 loss_giou_dn: 0.380506 loss_class_aux_dn: 1.859810 loss_bbox_aux_dn: 0.688887 loss_giou_aux_dn: 2.133825 loss: 15.349334 eta: 35 days, 7:43:22 batch_cost: 0.9072 data_cost: 0.0395 ips: 8.8184 images/s [07/24 21:47:19] ppdet.engine INFO: Epoch: [8] [19800/54024] learning_rate: 0.000100 loss_class: 0.663835 loss_bbox: 0.109490 loss_giou: 0.463316 loss_class_aux: 4.113249 loss_bbox_aux: 0.708357 loss_giou_aux: 2.920868 loss_class_dn: 0.324961 loss_bbox_dn: 0.108018 loss_giou_dn: 0.363006 loss_class_aux_dn: 1.733867 loss_bbox_aux_dn: 0.662446 loss_giou_aux_dn: 2.083431 loss: 14.379303 eta: 35 days, 7:42:13 batch_cost: 0.9041 data_cost: 0.0760 ips: 8.8489 images/s [07/24 21:48:54] ppdet.engine INFO: Epoch: [8] [19900/54024] learning_rate: 0.000100 loss_class: 0.726937 loss_bbox: 0.111028 loss_giou: 0.493896 loss_class_aux: 4.560942 loss_bbox_aux: 0.732229 loss_giou_aux: 3.109241 loss_class_dn: 0.354158 loss_bbox_dn: 0.107903 loss_giou_dn: 0.396021 loss_class_aux_dn: 1.917938 loss_bbox_aux_dn: 0.656224 loss_giou_aux_dn: 2.224335 loss: 15.737411 eta: 35 days, 7:40:59 batch_cost: 0.9005 data_cost: 0.0306 ips: 8.8838 images/s [07/24 21:50:23] ppdet.engine INFO: Epoch: [8] [20000/54024] learning_rate: 0.000100 loss_class: 0.712547 loss_bbox: 0.112184 loss_giou: 0.506515 loss_class_aux: 4.455182 loss_bbox_aux: 0.752553 loss_giou_aux: 3.208345 loss_class_dn: 0.347464 loss_bbox_dn: 0.104848 loss_giou_dn: 0.384753 loss_class_aux_dn: 1.872263 loss_bbox_aux_dn: 0.651039 loss_giou_aux_dn: 2.184439 loss: 15.474963 eta: 35 days, 7:38:38 batch_cost: 0.8437 data_cost: 0.0369 ips: 9.4825 images/s [07/24 21:51:56] ppdet.engine INFO: Epoch: [8] [20100/54024] learning_rate: 0.000100 loss_class: 0.680756 loss_bbox: 0.109483 loss_giou: 0.491591 loss_class_aux: 4.242304 loss_bbox_aux: 0.733813 loss_giou_aux: 3.109317 loss_class_dn: 0.338254 loss_bbox_dn: 0.099310 loss_giou_dn: 0.387319 loss_class_aux_dn: 1.806698 loss_bbox_aux_dn: 0.617597 loss_giou_aux_dn: 2.144420 loss: 15.159394 eta: 35 days, 7:37:02 batch_cost: 0.8811 data_cost: 0.0010 ips: 9.0798 images/s [07/24 21:53:36] ppdet.engine INFO: Epoch: [8] [20200/54024] learning_rate: 0.000100 loss_class: 0.734791 loss_bbox: 0.108470 loss_giou: 0.486523 loss_class_aux: 4.553535 loss_bbox_aux: 0.723937 loss_giou_aux: 3.006749 loss_class_dn: 0.343700 loss_bbox_dn: 0.107069 loss_giou_dn: 0.370447 loss_class_aux_dn: 1.889924 loss_bbox_aux_dn: 0.653036 loss_giou_aux_dn: 2.133390 loss: 14.952052 eta: 35 days, 7:36:53 batch_cost: 0.9556 data_cost: 0.0010 ips: 8.3717 images/s [07/24 21:55:03] ppdet.engine INFO: Epoch: [8] [20300/54024] learning_rate: 0.000100 loss_class: 0.752368 loss_bbox: 0.111412 loss_giou: 0.484599 loss_class_aux: 4.667932 loss_bbox_aux: 0.735743 loss_giou_aux: 3.083678 loss_class_dn: 0.350510 loss_bbox_dn: 0.110159 loss_giou_dn: 0.381577 loss_class_aux_dn: 1.913859 loss_bbox_aux_dn: 0.676515 loss_giou_aux_dn: 2.184324 loss: 15.265863 eta: 35 days, 7:34:07 batch_cost: 0.8221 data_cost: 0.0013 ips: 9.7312 images/s [07/24 21:56:34] ppdet.engine INFO: Epoch: [8] [20400/54024] learning_rate: 0.000100 loss_class: 0.710233 loss_bbox: 0.116148 loss_giou: 0.508338 loss_class_aux: 4.380764 loss_bbox_aux: 0.772607 loss_giou_aux: 3.182367 loss_class_dn: 0.348566 loss_bbox_dn: 0.115369 loss_giou_dn: 0.393406 loss_class_aux_dn: 1.885466 loss_bbox_aux_dn: 0.690570 loss_giou_aux_dn: 2.244971 loss: 15.584756 eta: 35 days, 7:32:14 batch_cost: 0.8677 data_cost: 0.0010 ips: 9.2202 images/s [07/24 21:58:07] ppdet.engine INFO: Epoch: [8] [20500/54024] learning_rate: 0.000100 loss_class: 0.682608 loss_bbox: 0.121755 loss_giou: 0.514975 loss_class_aux: 4.255392 loss_bbox_aux: 0.784798 loss_giou_aux: 3.193777 loss_class_dn: 0.350970 loss_bbox_dn: 0.104093 loss_giou_dn: 0.390182 loss_class_aux_dn: 1.901209 loss_bbox_aux_dn: 0.641441 loss_giou_aux_dn: 2.217531 loss: 15.156220 eta: 35 days, 7:30:38 batch_cost: 0.8814 data_cost: 0.0010 ips: 9.0761 images/s [07/24 21:59:50] ppdet.engine INFO: Epoch: [8] [20600/54024] learning_rate: 0.000100 loss_class: 0.770795 loss_bbox: 0.118560 loss_giou: 0.554450 loss_class_aux: 4.683386 loss_bbox_aux: 0.764815 loss_giou_aux: 3.513877 loss_class_dn: 0.381577 loss_bbox_dn: 0.113013 loss_giou_dn: 0.434560 loss_class_aux_dn: 2.054000 loss_bbox_aux_dn: 0.685118 loss_giou_aux_dn: 2.502940 loss: 16.793686 eta: 35 days, 7:31:01 batch_cost: 0.9820 data_cost: 0.0824 ips: 8.1464 images/s [07/24 22:01:24] ppdet.engine INFO: Epoch: [8] [20700/54024] learning_rate: 0.000100 loss_class: 0.735209 loss_bbox: 0.115991 loss_giou: 0.555813 loss_class_aux: 4.619369 loss_bbox_aux: 0.745272 loss_giou_aux: 3.453969 loss_class_dn: 0.379636 loss_bbox_dn: 0.106732 loss_giou_dn: 0.415370 loss_class_aux_dn: 2.061596 loss_bbox_aux_dn: 0.650272 loss_giou_aux_dn: 2.342298 loss: 16.567544 eta: 35 days, 7:29:44 batch_cost: 0.8975 data_cost: 0.0574 ips: 8.9137 images/s [07/24 22:03:27] ppdet.engine INFO: Epoch: [8] [20800/54024] learning_rate: 0.000100 loss_class: 0.718442 loss_bbox: 0.118464 loss_giou: 0.540176 loss_class_aux: 4.504272 loss_bbox_aux: 0.747313 loss_giou_aux: 3.389431 loss_class_dn: 0.358521 loss_bbox_dn: 0.106434 loss_giou_dn: 0.416260 loss_class_aux_dn: 1.919325 loss_bbox_aux_dn: 0.656091 loss_giou_aux_dn: 2.339404 loss: 15.891990 eta: 35 days, 7:33:57 batch_cost: 1.1776 data_cost: 0.0012 ips: 6.7936 images/s [07/24 22:04:51] ppdet.engine INFO: Epoch: [8] [20900/54024] learning_rate: 0.000100 loss_class: 0.701943 loss_bbox: 0.113705 loss_giou: 0.470068 loss_class_aux: 4.355917 loss_bbox_aux: 0.722859 loss_giou_aux: 2.890123 loss_class_dn: 0.344851 loss_bbox_dn: 0.104699 loss_giou_dn: 0.367251 loss_class_aux_dn: 1.888138 loss_bbox_aux_dn: 0.650444 loss_giou_aux_dn: 2.104477 loss: 14.936307 eta: 35 days, 7:30:41 batch_cost: 0.7971 data_cost: 0.0016 ips: 10.0363 images/s [07/24 22:06:16] ppdet.engine INFO: Epoch: [8] [21000/54024] learning_rate: 0.000100 loss_class: 0.711444 loss_bbox: 0.120944 loss_giou: 0.510077 loss_class_aux: 4.350320 loss_bbox_aux: 0.800121 loss_giou_aux: 3.172323 loss_class_dn: 0.356777 loss_bbox_dn: 0.115315 loss_giou_dn: 0.376401 loss_class_aux_dn: 1.903852 loss_bbox_aux_dn: 0.705376 loss_giou_aux_dn: 2.156764 loss: 15.674608 eta: 35 days, 7:27:26 batch_cost: 0.7974 data_cost: 0.0010 ips: 10.0330 images/s [07/24 22:08:37] ppdet.engine INFO: Epoch: [8] [21100/54024] learning_rate: 0.000100 loss_class: 0.657219 loss_bbox: 0.106900 loss_giou: 0.491538 loss_class_aux: 4.027577 loss_bbox_aux: 0.722341 loss_giou_aux: 3.137607 loss_class_dn: 0.337904 loss_bbox_dn: 0.095817 loss_giou_dn: 0.371885 loss_class_aux_dn: 1.820653 loss_bbox_aux_dn: 0.606009 loss_giou_aux_dn: 2.129273 loss: 14.993860 eta: 35 days, 7:35:21 batch_cost: 1.3661 data_cost: 0.1282 ips: 5.8561 images/s [07/24 22:10:02] ppdet.engine INFO: Epoch: [8] [21200/54024] learning_rate: 0.000100 loss_class: 0.702956 loss_bbox: 0.121304 loss_giou: 0.551623 loss_class_aux: 4.338159 loss_bbox_aux: 0.786795 loss_giou_aux: 3.415728 loss_class_dn: 0.363188 loss_bbox_dn: 0.111181 loss_giou_dn: 0.401111 loss_class_aux_dn: 1.968631 loss_bbox_aux_dn: 0.686481 loss_giou_aux_dn: 2.278396 loss: 15.632730 eta: 35 days, 7:32:23 batch_cost: 0.8121 data_cost: 0.0143 ips: 9.8507 images/s [07/24 22:11:30] ppdet.engine INFO: Epoch: [8] [21300/54024] learning_rate: 0.000100 loss_class: 0.692338 loss_bbox: 0.116760 loss_giou: 0.486909 loss_class_aux: 4.310676 loss_bbox_aux: 0.771289 loss_giou_aux: 3.072234 loss_class_dn: 0.338141 loss_bbox_dn: 0.113945 loss_giou_dn: 0.373181 loss_class_aux_dn: 1.826141 loss_bbox_aux_dn: 0.697429 loss_giou_aux_dn: 2.132176 loss: 15.174500 eta: 35 days, 7:29:53 batch_cost: 0.8355 data_cost: 0.0010 ips: 9.5748 images/s [07/24 22:13:02] ppdet.engine INFO: Epoch: [8] [21400/54024] learning_rate: 0.000100 loss_class: 0.682083 loss_bbox: 0.112986 loss_giou: 0.478948 loss_class_aux: 4.290464 loss_bbox_aux: 0.733148 loss_giou_aux: 3.067453 loss_class_dn: 0.333715 loss_bbox_dn: 0.106771 loss_giou_dn: 0.394144 loss_class_aux_dn: 1.820631 loss_bbox_aux_dn: 0.659353 loss_giou_aux_dn: 2.265635 loss: 15.179173 eta: 35 days, 7:28:05 batch_cost: 0.8717 data_cost: 0.0171 ips: 9.1771 images/s [07/24 22:14:34] ppdet.engine INFO: Epoch: [8] [21500/54024] learning_rate: 0.000100 loss_class: 0.704793 loss_bbox: 0.119360 loss_giou: 0.543539 loss_class_aux: 4.465991 loss_bbox_aux: 0.781715 loss_giou_aux: 3.390836 loss_class_dn: 0.372905 loss_bbox_dn: 0.111491 loss_giou_dn: 0.424411 loss_class_aux_dn: 2.041214 loss_bbox_aux_dn: 0.666378 loss_giou_aux_dn: 2.395770 loss: 16.497383 eta: 35 days, 7:26:22 batch_cost: 0.8759 data_cost: 0.0010 ips: 9.1335 images/s [07/24 22:16:10] ppdet.engine INFO: Epoch: [8] [21600/54024] learning_rate: 0.000100 loss_class: 0.738052 loss_bbox: 0.123422 loss_giou: 0.496346 loss_class_aux: 4.606856 loss_bbox_aux: 0.782443 loss_giou_aux: 3.172528 loss_class_dn: 0.356329 loss_bbox_dn: 0.114156 loss_giou_dn: 0.391198 loss_class_aux_dn: 1.927613 loss_bbox_aux_dn: 0.703136 loss_giou_aux_dn: 2.211366 loss: 15.465237 eta: 35 days, 7:25:24 batch_cost: 0.9144 data_cost: 0.0010 ips: 8.7492 images/s [07/24 22:17:38] ppdet.engine INFO: Epoch: [8] [21700/54024] learning_rate: 0.000100 loss_class: 0.699550 loss_bbox: 0.113364 loss_giou: 0.466421 loss_class_aux: 4.366894 loss_bbox_aux: 0.744644 loss_giou_aux: 2.930326 loss_class_dn: 0.350552 loss_bbox_dn: 0.104309 loss_giou_dn: 0.363135 loss_class_aux_dn: 1.903075 loss_bbox_aux_dn: 0.643445 loss_giou_aux_dn: 2.098741 loss: 15.502883 eta: 35 days, 7:23:00 batch_cost: 0.8403 data_cost: 0.0063 ips: 9.5205 images/s [07/24 22:19:04] ppdet.engine INFO: Epoch: [8] [21800/54024] learning_rate: 0.000100 loss_class: 0.690344 loss_bbox: 0.115494 loss_giou: 0.449966 loss_class_aux: 4.294455 loss_bbox_aux: 0.759023 loss_giou_aux: 2.806816 loss_class_dn: 0.343422 loss_bbox_dn: 0.112209 loss_giou_dn: 0.359091 loss_class_aux_dn: 1.813951 loss_bbox_aux_dn: 0.680062 loss_giou_aux_dn: 2.061571 loss: 14.871109 eta: 35 days, 7:19:58 batch_cost: 0.8091 data_cost: 0.0010 ips: 9.8875 images/s [07/24 22:20:33] ppdet.engine INFO: Epoch: [8] [21900/54024] learning_rate: 0.000100 loss_class: 0.716291 loss_bbox: 0.113719 loss_giou: 0.521258 loss_class_aux: 4.512557 loss_bbox_aux: 0.752230 loss_giou_aux: 3.242021 loss_class_dn: 0.357629 loss_bbox_dn: 0.113307 loss_giou_dn: 0.417849 loss_class_aux_dn: 1.920121 loss_bbox_aux_dn: 0.679938 loss_giou_aux_dn: 2.389565 loss: 16.065924 eta: 35 days, 7:17:42 batch_cost: 0.8475 data_cost: 0.0010 ips: 9.4393 images/s [07/24 22:22:00] ppdet.engine INFO: Epoch: [8] [22000/54024] learning_rate: 0.000100 loss_class: 0.700518 loss_bbox: 0.117034 loss_giou: 0.485895 loss_class_aux: 4.371361 loss_bbox_aux: 0.787888 loss_giou_aux: 3.106976 loss_class_dn: 0.343938 loss_bbox_dn: 0.111321 loss_giou_dn: 0.384826 loss_class_aux_dn: 1.861434 loss_bbox_aux_dn: 0.690374 loss_giou_aux_dn: 2.215096 loss: 15.946054 eta: 35 days, 7:14:56 batch_cost: 0.8225 data_cost: 0.0010 ips: 9.7260 images/s [07/24 22:23:30] ppdet.engine INFO: Epoch: [8] [22100/54024] learning_rate: 0.000100 loss_class: 0.678156 loss_bbox: 0.104197 loss_giou: 0.534626 loss_class_aux: 4.282803 loss_bbox_aux: 0.692606 loss_giou_aux: 3.421275 loss_class_dn: 0.347026 loss_bbox_dn: 0.095192 loss_giou_dn: 0.404434 loss_class_aux_dn: 1.893297 loss_bbox_aux_dn: 0.614970 loss_giou_aux_dn: 2.309083 loss: 15.643508 eta: 35 days, 7:12:44 batch_cost: 0.8506 data_cost: 0.0010 ips: 9.4049 images/s [07/24 22:24:58] ppdet.engine INFO: Epoch: [8] [22200/54024] learning_rate: 0.000100 loss_class: 0.674272 loss_bbox: 0.111782 loss_giou: 0.486485 loss_class_aux: 4.281594 loss_bbox_aux: 0.732793 loss_giou_aux: 2.997698 loss_class_dn: 0.344903 loss_bbox_dn: 0.106807 loss_giou_dn: 0.376853 loss_class_aux_dn: 1.826768 loss_bbox_aux_dn: 0.653234 loss_giou_aux_dn: 2.180475 loss: 14.778726 eta: 35 days, 7:10:18 batch_cost: 0.8390 data_cost: 0.0017 ips: 9.5347 images/s [07/24 22:26:41] ppdet.engine INFO: Epoch: [8] [22300/54024] learning_rate: 0.000100 loss_class: 0.686435 loss_bbox: 0.112602 loss_giou: 0.492625 loss_class_aux: 4.402680 loss_bbox_aux: 0.758498 loss_giou_aux: 3.066743 loss_class_dn: 0.339590 loss_bbox_dn: 0.118232 loss_giou_dn: 0.386259 loss_class_aux_dn: 1.868915 loss_bbox_aux_dn: 0.711290 loss_giou_aux_dn: 2.199736 loss: 15.025907 eta: 35 days, 7:10:41 batch_cost: 0.9835 data_cost: 0.1627 ips: 8.1338 images/s [07/24 22:28:17] ppdet.engine INFO: Epoch: [8] [22400/54024] learning_rate: 0.000100 loss_class: 0.687841 loss_bbox: 0.109302 loss_giou: 0.468954 loss_class_aux: 4.318749 loss_bbox_aux: 0.724198 loss_giou_aux: 2.978598 loss_class_dn: 0.339137 loss_bbox_dn: 0.103756 loss_giou_dn: 0.368756 loss_class_aux_dn: 1.840987 loss_bbox_aux_dn: 0.643730 loss_giou_aux_dn: 2.120782 loss: 14.719648 eta: 35 days, 7:09:39 batch_cost: 0.9103 data_cost: 0.0010 ips: 8.7879 images/s [07/24 22:29:44] ppdet.engine INFO: Epoch: [8] [22500/54024] learning_rate: 0.000100 loss_class: 0.694004 loss_bbox: 0.112949 loss_giou: 0.538142 loss_class_aux: 4.312809 loss_bbox_aux: 0.736397 loss_giou_aux: 3.322637 loss_class_dn: 0.348040 loss_bbox_dn: 0.109024 loss_giou_dn: 0.398218 loss_class_aux_dn: 1.871489 loss_bbox_aux_dn: 0.667031 loss_giou_aux_dn: 2.233978 loss: 15.163404 eta: 35 days, 7:07:00 batch_cost: 0.8276 data_cost: 0.0286 ips: 9.6667 images/s [07/24 22:31:07] ppdet.engine INFO: Epoch: [8] [22600/54024] learning_rate: 0.000100 loss_class: 0.718680 loss_bbox: 0.117552 loss_giou: 0.554373 loss_class_aux: 4.414154 loss_bbox_aux: 0.755896 loss_giou_aux: 3.406443 loss_class_dn: 0.356971 loss_bbox_dn: 0.106438 loss_giou_dn: 0.402315 loss_class_aux_dn: 1.922076 loss_bbox_aux_dn: 0.668638 loss_giou_aux_dn: 2.270783 loss: 15.661098 eta: 35 days, 7:03:26 batch_cost: 0.7818 data_cost: 0.0010 ips: 10.2329 images/s [07/24 22:32:43] ppdet.engine INFO: Epoch: [8] [22700/54024] learning_rate: 0.000100 loss_class: 0.669636 loss_bbox: 0.115188 loss_giou: 0.526505 loss_class_aux: 4.205550 loss_bbox_aux: 0.754105 loss_giou_aux: 3.259161 loss_class_dn: 0.342768 loss_bbox_dn: 0.105092 loss_giou_dn: 0.395078 loss_class_aux_dn: 1.845090 loss_bbox_aux_dn: 0.642780 loss_giou_aux_dn: 2.195907 loss: 14.984322 eta: 35 days, 7:02:31 batch_cost: 0.9160 data_cost: 0.0330 ips: 8.7337 images/s [07/24 22:34:15] ppdet.engine INFO: Epoch: [8] [22800/54024] learning_rate: 0.000100 loss_class: 0.751616 loss_bbox: 0.113767 loss_giou: 0.539257 loss_class_aux: 4.747975 loss_bbox_aux: 0.741762 loss_giou_aux: 3.437052 loss_class_dn: 0.363751 loss_bbox_dn: 0.114288 loss_giou_dn: 0.414315 loss_class_aux_dn: 1.957077 loss_bbox_aux_dn: 0.693337 loss_giou_aux_dn: 2.304456 loss: 16.257524 eta: 35 days, 7:00:45 batch_cost: 0.8732 data_cost: 0.0010 ips: 9.1612 images/s [07/24 22:35:39] ppdet.engine INFO: Epoch: [8] [22900/54024] learning_rate: 0.000100 loss_class: 0.730464 loss_bbox: 0.114453 loss_giou: 0.512363 loss_class_aux: 4.496903 loss_bbox_aux: 0.729089 loss_giou_aux: 3.236510 loss_class_dn: 0.347272 loss_bbox_dn: 0.103999 loss_giou_dn: 0.390944 loss_class_aux_dn: 1.869928 loss_bbox_aux_dn: 0.635206 loss_giou_aux_dn: 2.226762 loss: 15.306569 eta: 35 days, 6:57:36 batch_cost: 0.8021 data_cost: 0.0010 ips: 9.9743 images/s [07/24 22:37:05] ppdet.engine INFO: Epoch: [8] [23000/54024] learning_rate: 0.000100 loss_class: 0.697287 loss_bbox: 0.117244 loss_giou: 0.525477 loss_class_aux: 4.385771 loss_bbox_aux: 0.757308 loss_giou_aux: 3.221624 loss_class_dn: 0.343216 loss_bbox_dn: 0.099323 loss_giou_dn: 0.406582 loss_class_aux_dn: 1.901366 loss_bbox_aux_dn: 0.622383 loss_giou_aux_dn: 2.288242 loss: 15.670269 eta: 35 days, 6:54:36 batch_cost: 0.8099 data_cost: 0.0010 ips: 9.8773 images/s [07/24 22:38:32] ppdet.engine INFO: Epoch: [8] [23100/54024] learning_rate: 0.000100 loss_class: 0.686353 loss_bbox: 0.110580 loss_giou: 0.467547 loss_class_aux: 4.293486 loss_bbox_aux: 0.748360 loss_giou_aux: 2.955548 loss_class_dn: 0.340394 loss_bbox_dn: 0.104636 loss_giou_dn: 0.363834 loss_class_aux_dn: 1.854672 loss_bbox_aux_dn: 0.650164 loss_giou_aux_dn: 2.115060 loss: 14.886561 eta: 35 days, 6:51:45 batch_cost: 0.8175 data_cost: 0.0010 ips: 9.7858 images/s [07/24 22:39:58] ppdet.engine INFO: Epoch: [8] [23200/54024] learning_rate: 0.000100 loss_class: 0.692221 loss_bbox: 0.116107 loss_giou: 0.500640 loss_class_aux: 4.366997 loss_bbox_aux: 0.761489 loss_giou_aux: 3.127408 loss_class_dn: 0.344212 loss_bbox_dn: 0.110029 loss_giou_dn: 0.379309 loss_class_aux_dn: 1.840877 loss_bbox_aux_dn: 0.669614 loss_giou_aux_dn: 2.131003 loss: 15.188613 eta: 35 days, 6:48:51 batch_cost: 0.8149 data_cost: 0.0106 ips: 9.8167 images/s [07/24 22:41:33] ppdet.engine INFO: Epoch: [8] [23300/54024] learning_rate: 0.000100 loss_class: 0.705531 loss_bbox: 0.119024 loss_giou: 0.513830 loss_class_aux: 4.439742 loss_bbox_aux: 0.791505 loss_giou_aux: 3.207539 loss_class_dn: 0.376167 loss_bbox_dn: 0.106125 loss_giou_dn: 0.421521 loss_class_aux_dn: 2.005620 loss_bbox_aux_dn: 0.650042 loss_giou_aux_dn: 2.418052 loss: 16.535995 eta: 35 days, 6:47:38 batch_cost: 0.9011 data_cost: 0.0010 ips: 8.8779 images/s [07/24 22:43:07] ppdet.engine INFO: Epoch: [8] [23400/54024] learning_rate: 0.000100 loss_class: 0.674211 loss_bbox: 0.105755 loss_giou: 0.515602 loss_class_aux: 4.232795 loss_bbox_aux: 0.662793 loss_giou_aux: 3.210665 loss_class_dn: 0.346980 loss_bbox_dn: 0.097946 loss_giou_dn: 0.393281 loss_class_aux_dn: 1.863331 loss_bbox_aux_dn: 0.614034 loss_giou_aux_dn: 2.216443 loss: 15.207517 eta: 35 days, 6:46:28 batch_cost: 0.9035 data_cost: 0.0085 ips: 8.8548 images/s [07/24 22:44:56] ppdet.engine INFO: Epoch: [8] [23500/54024] learning_rate: 0.000100 loss_class: 0.670437 loss_bbox: 0.110770 loss_giou: 0.470625 loss_class_aux: 4.164804 loss_bbox_aux: 0.734689 loss_giou_aux: 2.946183 loss_class_dn: 0.327521 loss_bbox_dn: 0.101084 loss_giou_dn: 0.352646 loss_class_aux_dn: 1.794426 loss_bbox_aux_dn: 0.612258 loss_giou_aux_dn: 2.080300 loss: 14.385480 eta: 35 days, 6:47:55 batch_cost: 1.0384 data_cost: 0.0010 ips: 7.7043 images/s [07/24 22:46:34] ppdet.engine INFO: Epoch: [8] [23600/54024] learning_rate: 0.000100 loss_class: 0.714915 loss_bbox: 0.110029 loss_giou: 0.511658 loss_class_aux: 4.445281 loss_bbox_aux: 0.714567 loss_giou_aux: 3.140896 loss_class_dn: 0.353734 loss_bbox_dn: 0.107635 loss_giou_dn: 0.376654 loss_class_aux_dn: 1.915443 loss_bbox_aux_dn: 0.672642 loss_giou_aux_dn: 2.152819 loss: 15.786180 eta: 35 days, 6:47:25 batch_cost: 0.9378 data_cost: 0.0959 ips: 8.5310 images/s [07/24 22:48:13] ppdet.engine INFO: Epoch: [8] [23700/54024] learning_rate: 0.000100 loss_class: 0.709983 loss_bbox: 0.108071 loss_giou: 0.506249 loss_class_aux: 4.488331 loss_bbox_aux: 0.718020 loss_giou_aux: 3.161091 loss_class_dn: 0.359697 loss_bbox_dn: 0.104069 loss_giou_dn: 0.377776 loss_class_aux_dn: 1.944177 loss_bbox_aux_dn: 0.662873 loss_giou_aux_dn: 2.203658 loss: 15.144166 eta: 35 days, 6:47:03 batch_cost: 0.9449 data_cost: 0.0238 ips: 8.4665 images/s [07/24 22:49:40] ppdet.engine INFO: Epoch: [8] [23800/54024] learning_rate: 0.000100 loss_class: 0.726605 loss_bbox: 0.117153 loss_giou: 0.527764 loss_class_aux: 4.530076 loss_bbox_aux: 0.801371 loss_giou_aux: 3.322930 loss_class_dn: 0.374573 loss_bbox_dn: 0.107072 loss_giou_dn: 0.406542 loss_class_aux_dn: 1.980549 loss_bbox_aux_dn: 0.680419 loss_giou_aux_dn: 2.296461 loss: 16.492332 eta: 35 days, 6:44:17 batch_cost: 0.8220 data_cost: 0.0039 ips: 9.7320 images/s [07/24 22:51:17] ppdet.engine INFO: Epoch: [8] [23900/54024] learning_rate: 0.000100 loss_class: 0.696035 loss_bbox: 0.105159 loss_giou: 0.489776 loss_class_aux: 4.264929 loss_bbox_aux: 0.692707 loss_giou_aux: 3.033539 loss_class_dn: 0.346271 loss_bbox_dn: 0.102626 loss_giou_dn: 0.369154 loss_class_aux_dn: 1.869984 loss_bbox_aux_dn: 0.618306 loss_giou_aux_dn: 2.108250 loss: 14.833735 eta: 35 days, 6:43:27 batch_cost: 0.9207 data_cost: 0.0283 ips: 8.6893 images/s [07/24 22:52:50] ppdet.engine INFO: Epoch: [8] [24000/54024] learning_rate: 0.000100 loss_class: 0.724674 loss_bbox: 0.113372 loss_giou: 0.551594 loss_class_aux: 4.478544 loss_bbox_aux: 0.747313 loss_giou_aux: 3.449493 loss_class_dn: 0.363367 loss_bbox_dn: 0.107243 loss_giou_dn: 0.417509 loss_class_aux_dn: 1.940244 loss_bbox_aux_dn: 0.659565 loss_giou_aux_dn: 2.394147 loss: 16.027891 eta: 35 days, 6:42:02 batch_cost: 0.8913 data_cost: 0.1026 ips: 8.9756 images/s [07/24 22:54:39] ppdet.engine INFO: Epoch: [8] [24100/54024] learning_rate: 0.000100 loss_class: 0.677602 loss_bbox: 0.116932 loss_giou: 0.526598 loss_class_aux: 4.146964 loss_bbox_aux: 0.764533 loss_giou_aux: 3.253536 loss_class_dn: 0.355047 loss_bbox_dn: 0.105465 loss_giou_dn: 0.390994 loss_class_aux_dn: 1.934099 loss_bbox_aux_dn: 0.640105 loss_giou_aux_dn: 2.273484 loss: 15.754154 eta: 35 days, 6:43:36 batch_cost: 1.0444 data_cost: 0.0009 ips: 7.6595 images/s [07/24 22:56:25] ppdet.engine INFO: Epoch: [8] [24200/54024] learning_rate: 0.000100 loss_class: 0.690014 loss_bbox: 0.119370 loss_giou: 0.487518 loss_class_aux: 4.307534 loss_bbox_aux: 0.756317 loss_giou_aux: 3.065897 loss_class_dn: 0.347594 loss_bbox_dn: 0.108396 loss_giou_dn: 0.369519 loss_class_aux_dn: 1.867435 loss_bbox_aux_dn: 0.677647 loss_giou_aux_dn: 2.099527 loss: 15.101669 eta: 35 days, 6:44:25 batch_cost: 1.0053 data_cost: 0.0352 ips: 7.9581 images/s [07/24 22:58:01] ppdet.engine INFO: Epoch: [8] [24300/54024] learning_rate: 0.000100 loss_class: 0.738792 loss_bbox: 0.116928 loss_giou: 0.499790 loss_class_aux: 4.624882 loss_bbox_aux: 0.798940 loss_giou_aux: 3.137528 loss_class_dn: 0.366456 loss_bbox_dn: 0.114761 loss_giou_dn: 0.403427 loss_class_aux_dn: 1.979385 loss_bbox_aux_dn: 0.699160 loss_giou_aux_dn: 2.315564 loss: 16.027995 eta: 35 days, 6:43:28 batch_cost: 0.9152 data_cost: 0.1055 ips: 8.7416 images/s [07/24 22:59:31] ppdet.engine INFO: Epoch: [8] [24400/54024] learning_rate: 0.000100 loss_class: 0.720785 loss_bbox: 0.113321 loss_giou: 0.572573 loss_class_aux: 4.469477 loss_bbox_aux: 0.761401 loss_giou_aux: 3.530306 loss_class_dn: 0.369778 loss_bbox_dn: 0.100612 loss_giou_dn: 0.419128 loss_class_aux_dn: 1.974966 loss_bbox_aux_dn: 0.619917 loss_giou_aux_dn: 2.379468 loss: 16.499005 eta: 35 days, 6:41:16 batch_cost: 0.8513 data_cost: 0.0010 ips: 9.3969 images/s [07/24 23:01:11] ppdet.engine INFO: Epoch: [8] [24500/54024] learning_rate: 0.000100 loss_class: 0.710789 loss_bbox: 0.111791 loss_giou: 0.494743 loss_class_aux: 4.417118 loss_bbox_aux: 0.734235 loss_giou_aux: 3.091560 loss_class_dn: 0.352529 loss_bbox_dn: 0.108293 loss_giou_dn: 0.370755 loss_class_aux_dn: 1.918042 loss_bbox_aux_dn: 0.670041 loss_giou_aux_dn: 2.135836 loss: 15.370900 eta: 35 days, 6:41:10 batch_cost: 0.9589 data_cost: 0.0065 ips: 8.3431 images/s [07/24 23:02:49] ppdet.engine INFO: Epoch: [8] [24600/54024] learning_rate: 0.000100 loss_class: 0.704607 loss_bbox: 0.114020 loss_giou: 0.475259 loss_class_aux: 4.410811 loss_bbox_aux: 0.748940 loss_giou_aux: 2.929278 loss_class_dn: 0.345920 loss_bbox_dn: 0.107315 loss_giou_dn: 0.367785 loss_class_aux_dn: 1.846010 loss_bbox_aux_dn: 0.669187 loss_giou_aux_dn: 2.075529 loss: 14.981640 eta: 35 days, 6:40:28 batch_cost: 0.9275 data_cost: 0.0616 ips: 8.6250 images/s [07/24 23:04:17] ppdet.engine INFO: Epoch: [8] [24700/54024] learning_rate: 0.000100 loss_class: 0.688884 loss_bbox: 0.110068 loss_giou: 0.495349 loss_class_aux: 4.319649 loss_bbox_aux: 0.707780 loss_giou_aux: 3.109514 loss_class_dn: 0.350889 loss_bbox_dn: 0.105940 loss_giou_dn: 0.374605 loss_class_aux_dn: 1.862475 loss_bbox_aux_dn: 0.633258 loss_giou_aux_dn: 2.143681 loss: 15.288116 eta: 35 days, 6:37:59 batch_cost: 0.8367 data_cost: 0.0010 ips: 9.5615 images/s [07/24 23:05:49] ppdet.engine INFO: Epoch: [8] [24800/54024] learning_rate: 0.000100 loss_class: 0.716834 loss_bbox: 0.108495 loss_giou: 0.504380 loss_class_aux: 4.474917 loss_bbox_aux: 0.697851 loss_giou_aux: 3.163818 loss_class_dn: 0.354198 loss_bbox_dn: 0.105257 loss_giou_dn: 0.371039 loss_class_aux_dn: 1.913031 loss_bbox_aux_dn: 0.652653 loss_giou_aux_dn: 2.132901 loss: 15.295567 eta: 35 days, 6:36:15 batch_cost: 0.8741 data_cost: 0.0010 ips: 9.1518 images/s [07/24 23:07:27] ppdet.engine INFO: Epoch: [8] [24900/54024] learning_rate: 0.000100 loss_class: 0.683752 loss_bbox: 0.113692 loss_giou: 0.485732 loss_class_aux: 4.258513 loss_bbox_aux: 0.747702 loss_giou_aux: 3.053875 loss_class_dn: 0.347182 loss_bbox_dn: 0.109563 loss_giou_dn: 0.368514 loss_class_aux_dn: 1.831703 loss_bbox_aux_dn: 0.688383 loss_giou_aux_dn: 2.079194 loss: 14.936601 eta: 35 days, 6:35:45 batch_cost: 0.9390 data_cost: 0.0011 ips: 8.5195 images/s [07/24 23:09:00] ppdet.engine INFO: Epoch: [8] [25000/54024] learning_rate: 0.000100 loss_class: 0.682065 loss_bbox: 0.113463 loss_giou: 0.496463 loss_class_aux: 4.234210 loss_bbox_aux: 0.731692 loss_giou_aux: 3.164603 loss_class_dn: 0.347661 loss_bbox_dn: 0.118104 loss_giou_dn: 0.398335 loss_class_aux_dn: 1.856684 loss_bbox_aux_dn: 0.725020 loss_giou_aux_dn: 2.282954 loss: 15.598916 eta: 35 days, 6:34:10 batch_cost: 0.8820 data_cost: 0.0010 ips: 9.0703 images/s [07/24 23:10:46] ppdet.engine INFO: Epoch: [8] [25100/54024] learning_rate: 0.000100 loss_class: 0.717219 loss_bbox: 0.117969 loss_giou: 0.501151 loss_class_aux: 4.481831 loss_bbox_aux: 0.767984 loss_giou_aux: 3.207636 loss_class_dn: 0.355189 loss_bbox_dn: 0.106711 loss_giou_dn: 0.390593 loss_class_aux_dn: 1.917776 loss_bbox_aux_dn: 0.654526 loss_giou_aux_dn: 2.220059 loss: 15.705787 eta: 35 days, 6:35:00 batch_cost: 1.0072 data_cost: 0.0010 ips: 7.9431 images/s [07/24 23:12:36] ppdet.engine INFO: Epoch: [8] [25200/54024] learning_rate: 0.000100 loss_class: 0.693810 loss_bbox: 0.111269 loss_giou: 0.484750 loss_class_aux: 4.364740 loss_bbox_aux: 0.749950 loss_giou_aux: 3.016433 loss_class_dn: 0.350770 loss_bbox_dn: 0.100148 loss_giou_dn: 0.381724 loss_class_aux_dn: 1.884623 loss_bbox_aux_dn: 0.621143 loss_giou_aux_dn: 2.165307 loss: 15.633731 eta: 35 days, 6:36:48 batch_cost: 1.0573 data_cost: 0.0010 ips: 7.5662 images/s [07/24 23:14:20] ppdet.engine INFO: Epoch: [8] [25300/54024] learning_rate: 0.000100 loss_class: 0.681674 loss_bbox: 0.109656 loss_giou: 0.482857 loss_class_aux: 4.248083 loss_bbox_aux: 0.722015 loss_giou_aux: 3.070902 loss_class_dn: 0.338142 loss_bbox_dn: 0.102333 loss_giou_dn: 0.371752 loss_class_aux_dn: 1.842771 loss_bbox_aux_dn: 0.642352 loss_giou_aux_dn: 2.123684 loss: 15.101335 eta: 35 days, 6:37:13 batch_cost: 0.9858 data_cost: 0.0506 ips: 8.1153 images/s [07/24 23:15:49] ppdet.engine INFO: Epoch: [8] [25400/54024] learning_rate: 0.000100 loss_class: 0.695413 loss_bbox: 0.114196 loss_giou: 0.490642 loss_class_aux: 4.318079 loss_bbox_aux: 0.726394 loss_giou_aux: 3.081478 loss_class_dn: 0.342410 loss_bbox_dn: 0.108563 loss_giou_dn: 0.382197 loss_class_aux_dn: 1.850034 loss_bbox_aux_dn: 0.667916 loss_giou_aux_dn: 2.201927 loss: 15.233159 eta: 35 days, 6:34:53 batch_cost: 0.8446 data_cost: 0.0010 ips: 9.4724 images/s [07/24 23:17:22] ppdet.engine INFO: Epoch: [8] [25500/54024] learning_rate: 0.000100 loss_class: 0.715219 loss_bbox: 0.111166 loss_giou: 0.502741 loss_class_aux: 4.464716 loss_bbox_aux: 0.751377 loss_giou_aux: 3.168423 loss_class_dn: 0.352559 loss_bbox_dn: 0.112211 loss_giou_dn: 0.385440 loss_class_aux_dn: 1.889143 loss_bbox_aux_dn: 0.669563 loss_giou_aux_dn: 2.187951 loss: 15.501742 eta: 35 days, 6:33:22 batch_cost: 0.8854 data_cost: 0.0257 ips: 9.0356 images/s [07/24 23:18:55] ppdet.engine INFO: Epoch: [8] [25600/54024] learning_rate: 0.000100 loss_class: 0.709316 loss_bbox: 0.112064 loss_giou: 0.518958 loss_class_aux: 4.402076 loss_bbox_aux: 0.743421 loss_giou_aux: 3.243112 loss_class_dn: 0.358956 loss_bbox_dn: 0.104753 loss_giou_dn: 0.399496 loss_class_aux_dn: 1.950265 loss_bbox_aux_dn: 0.632765 loss_giou_aux_dn: 2.277716 loss: 15.880061 eta: 35 days, 6:31:55 batch_cost: 0.8902 data_cost: 0.0011 ips: 8.9865 images/s [07/24 23:20:32] ppdet.engine INFO: Epoch: [8] [25700/54024] learning_rate: 0.000100 loss_class: 0.693863 loss_bbox: 0.107920 loss_giou: 0.511323 loss_class_aux: 4.236242 loss_bbox_aux: 0.707414 loss_giou_aux: 3.189244 loss_class_dn: 0.342196 loss_bbox_dn: 0.103522 loss_giou_dn: 0.382771 loss_class_aux_dn: 1.850735 loss_bbox_aux_dn: 0.627472 loss_giou_aux_dn: 2.179934 loss: 15.289357 eta: 35 days, 6:31:03 batch_cost: 0.9197 data_cost: 0.0717 ips: 8.6987 images/s [07/24 23:22:05] ppdet.engine INFO: Epoch: [8] [25800/54024] learning_rate: 0.000100 loss_class: 0.695205 loss_bbox: 0.110453 loss_giou: 0.509998 loss_class_aux: 4.306602 loss_bbox_aux: 0.696987 loss_giou_aux: 3.157570 loss_class_dn: 0.345416 loss_bbox_dn: 0.106872 loss_giou_dn: 0.387517 loss_class_aux_dn: 1.867565 loss_bbox_aux_dn: 0.647301 loss_giou_aux_dn: 2.229262 loss: 15.083628 eta: 35 days, 6:29:37 batch_cost: 0.8898 data_cost: 0.0010 ips: 8.9904 images/s [07/24 23:23:45] ppdet.engine INFO: Epoch: [8] [25900/54024] learning_rate: 0.000100 loss_class: 0.677020 loss_bbox: 0.107750 loss_giou: 0.512952 loss_class_aux: 4.225636 loss_bbox_aux: 0.705496 loss_giou_aux: 3.201747 loss_class_dn: 0.333952 loss_bbox_dn: 0.101270 loss_giou_dn: 0.374844 loss_class_aux_dn: 1.829186 loss_bbox_aux_dn: 0.600570 loss_giou_aux_dn: 2.147083 loss: 14.713358 eta: 35 days, 6:29:20 batch_cost: 0.9504 data_cost: 0.0453 ips: 8.4177 images/s [07/24 23:25:08] ppdet.engine INFO: Epoch: [8] [26000/54024] learning_rate: 0.000100 loss_class: 0.691091 loss_bbox: 0.112600 loss_giou: 0.533476 loss_class_aux: 4.306296 loss_bbox_aux: 0.747227 loss_giou_aux: 3.403081 loss_class_dn: 0.356321 loss_bbox_dn: 0.106031 loss_giou_dn: 0.394194 loss_class_aux_dn: 1.929559 loss_bbox_aux_dn: 0.659932 loss_giou_aux_dn: 2.277282 loss: 15.767991 eta: 35 days, 6:25:56 batch_cost: 0.7887 data_cost: 0.0009 ips: 10.1437 images/s [07/24 23:26:30] ppdet.engine INFO: Epoch: [8] [26100/54024] learning_rate: 0.000100 loss_class: 0.731063 loss_bbox: 0.122022 loss_giou: 0.531985 loss_class_aux: 4.592411 loss_bbox_aux: 0.790117 loss_giou_aux: 3.312718 loss_class_dn: 0.362661 loss_bbox_dn: 0.117550 loss_giou_dn: 0.418147 loss_class_aux_dn: 1.925546 loss_bbox_aux_dn: 0.705578 loss_giou_aux_dn: 2.345048 loss: 16.240022 eta: 35 days, 6:22:11 batch_cost: 0.7706 data_cost: 0.0140 ips: 10.3821 images/s [07/24 23:28:02] ppdet.engine INFO: Epoch: [8] [26200/54024] learning_rate: 0.000100 loss_class: 0.687878 loss_bbox: 0.110532 loss_giou: 0.543296 loss_class_aux: 4.269211 loss_bbox_aux: 0.710139 loss_giou_aux: 3.362553 loss_class_dn: 0.339294 loss_bbox_dn: 0.109557 loss_giou_dn: 0.389934 loss_class_aux_dn: 1.830200 loss_bbox_aux_dn: 0.669238 loss_giou_aux_dn: 2.220933 loss: 15.178937 eta: 35 days, 6:20:31 batch_cost: 0.8781 data_cost: 0.0017 ips: 9.1111 images/s [07/24 23:29:40] ppdet.engine INFO: Epoch: [8] [26300/54024] learning_rate: 0.000100 loss_class: 0.700541 loss_bbox: 0.117187 loss_giou: 0.509190 loss_class_aux: 4.315423 loss_bbox_aux: 0.767345 loss_giou_aux: 3.185540 loss_class_dn: 0.348720 loss_bbox_dn: 0.105888 loss_giou_dn: 0.402872 loss_class_aux_dn: 1.874019 loss_bbox_aux_dn: 0.653661 loss_giou_aux_dn: 2.253291 loss: 15.349935 eta: 35 days, 6:19:47 batch_cost: 0.9268 data_cost: 0.0374 ips: 8.6317 images/s [07/24 23:31:09] ppdet.engine INFO: Epoch: [8] [26400/54024] learning_rate: 0.000100 loss_class: 0.707744 loss_bbox: 0.112288 loss_giou: 0.495117 loss_class_aux: 4.345827 loss_bbox_aux: 0.743312 loss_giou_aux: 3.142092 loss_class_dn: 0.336682 loss_bbox_dn: 0.104276 loss_giou_dn: 0.390113 loss_class_aux_dn: 1.821336 loss_bbox_aux_dn: 0.651590 loss_giou_aux_dn: 2.179599 loss: 14.718715 eta: 35 days, 6:17:27 batch_cost: 0.8437 data_cost: 0.0332 ips: 9.4815 images/s [07/24 23:32:42] ppdet.engine INFO: Epoch: [8] [26500/54024] learning_rate: 0.000100 loss_class: 0.701197 loss_bbox: 0.112422 loss_giou: 0.501667 loss_class_aux: 4.339885 loss_bbox_aux: 0.746157 loss_giou_aux: 3.221228 loss_class_dn: 0.349156 loss_bbox_dn: 0.119166 loss_giou_dn: 0.382056 loss_class_aux_dn: 1.898846 loss_bbox_aux_dn: 0.712219 loss_giou_aux_dn: 2.168863 loss: 15.188943 eta: 35 days, 6:15:48 batch_cost: 0.8785 data_cost: 0.0010 ips: 9.1069 images/s [07/24 23:34:14] ppdet.engine INFO: Epoch: [8] [26600/54024] learning_rate: 0.000100 loss_class: 0.699380 loss_bbox: 0.114730 loss_giou: 0.492522 loss_class_aux: 4.364258 loss_bbox_aux: 0.748732 loss_giou_aux: 3.054166 loss_class_dn: 0.342881 loss_bbox_dn: 0.104496 loss_giou_dn: 0.379712 loss_class_aux_dn: 1.834865 loss_bbox_aux_dn: 0.634013 loss_giou_aux_dn: 2.136559 loss: 15.472506 eta: 35 days, 6:14:09 batch_cost: 0.8794 data_cost: 0.0476 ips: 9.0976 images/s [07/24 23:35:44] ppdet.engine INFO: Epoch: [8] [26700/54024] learning_rate: 0.000100 loss_class: 0.686126 loss_bbox: 0.109700 loss_giou: 0.471430 loss_class_aux: 4.298577 loss_bbox_aux: 0.749769 loss_giou_aux: 2.982844 loss_class_dn: 0.347425 loss_bbox_dn: 0.104869 loss_giou_dn: 0.377622 loss_class_aux_dn: 1.907677 loss_bbox_aux_dn: 0.640173 loss_giou_aux_dn: 2.133276 loss: 15.423223 eta: 35 days, 6:12:05 batch_cost: 0.8572 data_cost: 0.0010 ips: 9.3322 images/s [07/24 23:37:09] ppdet.engine INFO: Epoch: [8] [26800/54024] learning_rate: 0.000100 loss_class: 0.719020 loss_bbox: 0.116306 loss_giou: 0.492812 loss_class_aux: 4.511587 loss_bbox_aux: 0.763861 loss_giou_aux: 3.085561 loss_class_dn: 0.355700 loss_bbox_dn: 0.109867 loss_giou_dn: 0.385125 loss_class_aux_dn: 1.934305 loss_bbox_aux_dn: 0.667598 loss_giou_aux_dn: 2.220231 loss: 15.547778 eta: 35 days, 6:08:58 batch_cost: 0.8032 data_cost: 0.0013 ips: 9.9602 images/s [07/24 23:38:39] ppdet.engine INFO: Epoch: [8] [26900/54024] learning_rate: 0.000100 loss_class: 0.663136 loss_bbox: 0.105583 loss_giou: 0.471035 loss_class_aux: 4.143559 loss_bbox_aux: 0.688340 loss_giou_aux: 2.942989 loss_class_dn: 0.324048 loss_bbox_dn: 0.105843 loss_giou_dn: 0.363656 loss_class_aux_dn: 1.783461 loss_bbox_aux_dn: 0.656056 loss_giou_aux_dn: 2.102051 loss: 14.642127 eta: 35 days, 6:06:47 batch_cost: 0.8516 data_cost: 0.0350 ips: 9.3936 images/s [07/24 23:40:03] ppdet.engine INFO: Epoch: [8] [27000/54024] learning_rate: 0.000100 loss_class: 0.698891 loss_bbox: 0.115685 loss_giou: 0.497910 loss_class_aux: 4.312304 loss_bbox_aux: 0.753294 loss_giou_aux: 3.120832 loss_class_dn: 0.341328 loss_bbox_dn: 0.106956 loss_giou_dn: 0.389035 loss_class_aux_dn: 1.864509 loss_bbox_aux_dn: 0.664670 loss_giou_aux_dn: 2.216903 loss: 15.607462 eta: 35 days, 6:03:33 batch_cost: 0.7966 data_cost: 0.0010 ips: 10.0425 images/s [07/24 23:41:38] ppdet.engine INFO: Epoch: [8] [27100/54024] learning_rate: 0.000100 loss_class: 0.708431 loss_bbox: 0.114810 loss_giou: 0.509907 loss_class_aux: 4.403655 loss_bbox_aux: 0.739856 loss_giou_aux: 3.180418 loss_class_dn: 0.352470 loss_bbox_dn: 0.104301 loss_giou_dn: 0.391152 loss_class_aux_dn: 1.888312 loss_bbox_aux_dn: 0.643258 loss_giou_aux_dn: 2.210987 loss: 15.510463 eta: 35 days, 6:02:11 batch_cost: 0.8939 data_cost: 0.0010 ips: 8.9496 images/s [07/24 23:43:14] ppdet.engine INFO: Epoch: [8] [27200/54024] learning_rate: 0.000100 loss_class: 0.709573 loss_bbox: 0.112613 loss_giou: 0.484965 loss_class_aux: 4.450250 loss_bbox_aux: 0.748166 loss_giou_aux: 3.002712 loss_class_dn: 0.355633 loss_bbox_dn: 0.097379 loss_giou_dn: 0.386872 loss_class_aux_dn: 1.877633 loss_bbox_aux_dn: 0.609091 loss_giou_aux_dn: 2.226762 loss: 15.117962 eta: 35 days, 6:01:14 batch_cost: 0.9154 data_cost: 0.0189 ips: 8.7398 images/s [07/24 23:44:47] ppdet.engine INFO: Epoch: [8] [27300/54024] learning_rate: 0.000100 loss_class: 0.683966 loss_bbox: 0.105648 loss_giou: 0.478756 loss_class_aux: 4.220114 loss_bbox_aux: 0.711163 loss_giou_aux: 2.998483 loss_class_dn: 0.337198 loss_bbox_dn: 0.097009 loss_giou_dn: 0.372055 loss_class_aux_dn: 1.835972 loss_bbox_aux_dn: 0.610609 loss_giou_aux_dn: 2.120237 loss: 14.984631 eta: 35 days, 5:59:44 batch_cost: 0.8866 data_cost: 0.0491 ips: 9.0233 images/s [07/24 23:46:27] ppdet.engine INFO: Epoch: [8] [27400/54024] learning_rate: 0.000100 loss_class: 0.680375 loss_bbox: 0.110877 loss_giou: 0.479611 loss_class_aux: 4.192996 loss_bbox_aux: 0.692422 loss_giou_aux: 2.962931 loss_class_dn: 0.347439 loss_bbox_dn: 0.098960 loss_giou_dn: 0.364628 loss_class_aux_dn: 1.863006 loss_bbox_aux_dn: 0.614293 loss_giou_aux_dn: 2.103800 loss: 14.992896 eta: 35 days, 5:59:22 batch_cost: 0.9460 data_cost: 0.0492 ips: 8.4567 images/s [07/24 23:48:10] ppdet.engine INFO: Epoch: [8] [27500/54024] learning_rate: 0.000100 loss_class: 0.720884 loss_bbox: 0.120512 loss_giou: 0.481877 loss_class_aux: 4.463138 loss_bbox_aux: 0.774567 loss_giou_aux: 3.026812 loss_class_dn: 0.351290 loss_bbox_dn: 0.113203 loss_giou_dn: 0.371894 loss_class_aux_dn: 1.919077 loss_bbox_aux_dn: 0.686851 loss_giou_aux_dn: 2.157755 loss: 15.395370 eta: 35 days, 5:59:54 batch_cost: 0.9923 data_cost: 0.0642 ips: 8.0618 images/s [07/24 23:49:39] ppdet.engine INFO: Epoch: [8] [27600/54024] learning_rate: 0.000100 loss_class: 0.691556 loss_bbox: 0.112239 loss_giou: 0.482390 loss_class_aux: 4.364078 loss_bbox_aux: 0.736152 loss_giou_aux: 3.051288 loss_class_dn: 0.339331 loss_bbox_dn: 0.106121 loss_giou_dn: 0.363663 loss_class_aux_dn: 1.828343 loss_bbox_aux_dn: 0.669997 loss_giou_aux_dn: 2.030319 loss: 14.621391 eta: 35 days, 5:57:29 batch_cost: 0.8393 data_cost: 0.0295 ips: 9.5315 images/s [07/24 23:51:06] ppdet.engine INFO: Epoch: [8] [27700/54024] learning_rate: 0.000100 loss_class: 0.669988 loss_bbox: 0.107497 loss_giou: 0.494473 loss_class_aux: 4.195965 loss_bbox_aux: 0.710930 loss_giou_aux: 3.084248 loss_class_dn: 0.331858 loss_bbox_dn: 0.098925 loss_giou_dn: 0.372462 loss_class_aux_dn: 1.810928 loss_bbox_aux_dn: 0.628866 loss_giou_aux_dn: 2.156328 loss: 14.634857 eta: 35 days, 5:54:38 batch_cost: 0.8163 data_cost: 0.0010 ips: 9.8003 images/s [07/24 23:52:45] ppdet.engine INFO: Epoch: [8] [27800/54024] learning_rate: 0.000100 loss_class: 0.711676 loss_bbox: 0.110626 loss_giou: 0.524361 loss_class_aux: 4.517724 loss_bbox_aux: 0.751047 loss_giou_aux: 3.268807 loss_class_dn: 0.355257 loss_bbox_dn: 0.102079 loss_giou_dn: 0.413971 loss_class_aux_dn: 1.915816 loss_bbox_aux_dn: 0.626338 loss_giou_aux_dn: 2.281993 loss: 15.609058 eta: 35 days, 5:54:17 batch_cost: 0.9467 data_cost: 0.0011 ips: 8.4508 images/s [07/24 23:54:20] ppdet.engine INFO: Epoch: [8] [27900/54024] learning_rate: 0.000100 loss_class: 0.696378 loss_bbox: 0.112061 loss_giou: 0.502793 loss_class_aux: 4.343599 loss_bbox_aux: 0.750363 loss_giou_aux: 3.174242 loss_class_dn: 0.350197 loss_bbox_dn: 0.112982 loss_giou_dn: 0.392361 loss_class_aux_dn: 1.907134 loss_bbox_aux_dn: 0.682742 loss_giou_aux_dn: 2.251255 loss: 15.235561 eta: 35 days, 5:53:00 batch_cost: 0.8985 data_cost: 0.1012 ips: 8.9038 images/s [07/24 23:55:59] ppdet.engine INFO: Epoch: [8] [28000/54024] learning_rate: 0.000100 loss_class: 0.707462 loss_bbox: 0.104085 loss_giou: 0.522099 loss_class_aux: 4.398012 loss_bbox_aux: 0.703008 loss_giou_aux: 3.233640 loss_class_dn: 0.348913 loss_bbox_dn: 0.108634 loss_giou_dn: 0.401385 loss_class_aux_dn: 1.889477 loss_bbox_aux_dn: 0.638450 loss_giou_aux_dn: 2.276319 loss: 15.891941 eta: 35 days, 5:52:40 batch_cost: 0.9479 data_cost: 0.0010 ips: 8.4401 images/s [07/24 23:57:27] ppdet.engine INFO: Epoch: [8] [28100/54024] learning_rate: 0.000100 loss_class: 0.691845 loss_bbox: 0.111867 loss_giou: 0.529948 loss_class_aux: 4.321844 loss_bbox_aux: 0.720299 loss_giou_aux: 3.321311 loss_class_dn: 0.360832 loss_bbox_dn: 0.105154 loss_giou_dn: 0.405301 loss_class_aux_dn: 1.928306 loss_bbox_aux_dn: 0.631830 loss_giou_aux_dn: 2.325641 loss: 15.941362 eta: 35 days, 5:50:03 batch_cost: 0.8282 data_cost: 0.0014 ips: 9.6591 images/s [07/24 23:58:58] ppdet.engine INFO: Epoch: [8] [28200/54024] learning_rate: 0.000100 loss_class: 0.672629 loss_bbox: 0.116983 loss_giou: 0.437344 loss_class_aux: 4.169331 loss_bbox_aux: 0.782790 loss_giou_aux: 2.772935 loss_class_dn: 0.327407 loss_bbox_dn: 0.108452 loss_giou_dn: 0.344473 loss_class_aux_dn: 1.800570 loss_bbox_aux_dn: 0.691079 loss_giou_aux_dn: 1.955784 loss: 14.407118 eta: 35 days, 5:48:06 batch_cost: 0.8638 data_cost: 0.0226 ips: 9.2616 images/s [07/25 00:00:29] ppdet.engine INFO: Epoch: [8] [28300/54024] learning_rate: 0.000100 loss_class: 0.711202 loss_bbox: 0.112945 loss_giou: 0.492143 loss_class_aux: 4.417791 loss_bbox_aux: 0.734821 loss_giou_aux: 3.062413 loss_class_dn: 0.347077 loss_bbox_dn: 0.114807 loss_giou_dn: 0.374520 loss_class_aux_dn: 1.916234 loss_bbox_aux_dn: 0.712636 loss_giou_aux_dn: 2.116577 loss: 15.113825 eta: 35 days, 5:46:12 batch_cost: 0.8659 data_cost: 0.0012 ips: 9.2387 images/s [07/25 00:02:09] ppdet.engine INFO: Epoch: [8] [28400/54024] learning_rate: 0.000100 loss_class: 0.716225 loss_bbox: 0.120216 loss_giou: 0.491683 loss_class_aux: 4.411149 loss_bbox_aux: 0.779269 loss_giou_aux: 3.080712 loss_class_dn: 0.345243 loss_bbox_dn: 0.106211 loss_giou_dn: 0.380729 loss_class_aux_dn: 1.906185 loss_bbox_aux_dn: 0.638539 loss_giou_aux_dn: 2.163549 loss: 15.488801 eta: 35 days, 5:46:00 batch_cost: 0.9549 data_cost: 0.1001 ips: 8.3778 images/s [07/25 00:03:48] ppdet.engine INFO: Epoch: [8] [28500/54024] learning_rate: 0.000100 loss_class: 0.645710 loss_bbox: 0.108926 loss_giou: 0.440775 loss_class_aux: 4.000052 loss_bbox_aux: 0.683338 loss_giou_aux: 2.753193 loss_class_dn: 0.318142 loss_bbox_dn: 0.104311 loss_giou_dn: 0.338759 loss_class_aux_dn: 1.710819 loss_bbox_aux_dn: 0.651767 loss_giou_aux_dn: 1.935882 loss: 14.081112 eta: 35 days, 5:45:37 batch_cost: 0.9452 data_cost: 0.0668 ips: 8.4642 images/s [07/25 00:05:23] ppdet.engine INFO: Epoch: [8] [28600/54024] learning_rate: 0.000100 loss_class: 0.734957 loss_bbox: 0.108370 loss_giou: 0.505309 loss_class_aux: 4.553513 loss_bbox_aux: 0.742759 loss_giou_aux: 3.154486 loss_class_dn: 0.363865 loss_bbox_dn: 0.111316 loss_giou_dn: 0.394689 loss_class_aux_dn: 1.980112 loss_bbox_aux_dn: 0.677815 loss_giou_aux_dn: 2.244541 loss: 16.064056 eta: 35 days, 5:44:21 batch_cost: 0.8985 data_cost: 0.0167 ips: 8.9034 images/s [07/25 00:07:08] ppdet.engine INFO: Epoch: [8] [28700/54024] learning_rate: 0.000100 loss_class: 0.683046 loss_bbox: 0.106956 loss_giou: 0.499058 loss_class_aux: 4.225775 loss_bbox_aux: 0.711869 loss_giou_aux: 3.181033 loss_class_dn: 0.349723 loss_bbox_dn: 0.106400 loss_giou_dn: 0.385614 loss_class_aux_dn: 1.852172 loss_bbox_aux_dn: 0.643339 loss_giou_aux_dn: 2.199819 loss: 15.365578 eta: 35 days, 5:45:15 batch_cost: 1.0123 data_cost: 0.0010 ips: 7.9025 images/s [07/25 00:08:50] ppdet.engine INFO: Epoch: [8] [28800/54024] learning_rate: 0.000100 loss_class: 0.700392 loss_bbox: 0.110868 loss_giou: 0.507023 loss_class_aux: 4.320650 loss_bbox_aux: 0.712710 loss_giou_aux: 3.152407 loss_class_dn: 0.355513 loss_bbox_dn: 0.103288 loss_giou_dn: 0.384228 loss_class_aux_dn: 1.892276 loss_bbox_aux_dn: 0.630974 loss_giou_aux_dn: 2.208005 loss: 15.250263 eta: 35 days, 5:45:13 batch_cost: 0.9636 data_cost: 0.0540 ips: 8.3024 images/s [07/25 00:10:37] ppdet.engine INFO: Epoch: [8] [28900/54024] learning_rate: 0.000100 loss_class: 0.661178 loss_bbox: 0.113670 loss_giou: 0.490380 loss_class_aux: 4.105875 loss_bbox_aux: 0.762961 loss_giou_aux: 3.051958 loss_class_dn: 0.329630 loss_bbox_dn: 0.108899 loss_giou_dn: 0.379825 loss_class_aux_dn: 1.797871 loss_bbox_aux_dn: 0.667778 loss_giou_aux_dn: 2.151178 loss: 14.668803 eta: 35 days, 5:46:20 batch_cost: 1.0239 data_cost: 0.0192 ips: 7.8132 images/s [07/25 00:12:09] ppdet.engine INFO: Epoch: [8] [29000/54024] learning_rate: 0.000100 loss_class: 0.680333 loss_bbox: 0.115128 loss_giou: 0.498171 loss_class_aux: 4.260830 loss_bbox_aux: 0.738430 loss_giou_aux: 3.112183 loss_class_dn: 0.356589 loss_bbox_dn: 0.101119 loss_giou_dn: 0.374259 loss_class_aux_dn: 1.915400 loss_bbox_aux_dn: 0.636067 loss_giou_aux_dn: 2.159476 loss: 15.549245 eta: 35 days, 5:44:31 batch_cost: 0.8704 data_cost: 0.0079 ips: 9.1910 images/s [07/25 00:13:44] ppdet.engine INFO: Epoch: [8] [29100/54024] learning_rate: 0.000100 loss_class: 0.699816 loss_bbox: 0.117114 loss_giou: 0.512418 loss_class_aux: 4.308628 loss_bbox_aux: 0.770428 loss_giou_aux: 3.227558 loss_class_dn: 0.354522 loss_bbox_dn: 0.100936 loss_giou_dn: 0.395915 loss_class_aux_dn: 1.953109 loss_bbox_aux_dn: 0.621569 loss_giou_aux_dn: 2.246485 loss: 15.821828 eta: 35 days, 5:43:20 batch_cost: 0.9040 data_cost: 0.0010 ips: 8.8491 images/s [07/25 00:15:23] ppdet.engine INFO: Epoch: [8] [29200/54024] learning_rate: 0.000100 loss_class: 0.697174 loss_bbox: 0.106071 loss_giou: 0.466454 loss_class_aux: 4.353888 loss_bbox_aux: 0.690741 loss_giou_aux: 2.960711 loss_class_dn: 0.340514 loss_bbox_dn: 0.100616 loss_giou_dn: 0.359659 loss_class_aux_dn: 1.845587 loss_bbox_aux_dn: 0.606832 loss_giou_aux_dn: 2.074842 loss: 14.475250 eta: 35 days, 5:42:52 batch_cost: 0.9412 data_cost: 0.0010 ips: 8.4995 images/s [07/25 00:16:55] ppdet.engine INFO: Epoch: [8] [29300/54024] learning_rate: 0.000100 loss_class: 0.710357 loss_bbox: 0.113895 loss_giou: 0.472283 loss_class_aux: 4.480934 loss_bbox_aux: 0.734556 loss_giou_aux: 2.964004 loss_class_dn: 0.342508 loss_bbox_dn: 0.107694 loss_giou_dn: 0.366096 loss_class_aux_dn: 1.853414 loss_bbox_aux_dn: 0.661932 loss_giou_aux_dn: 2.129860 loss: 14.843527 eta: 35 days, 5:41:09 batch_cost: 0.8754 data_cost: 0.0622 ips: 9.1387 images/s [07/25 00:18:38] ppdet.engine INFO: Epoch: [8] [29400/54024] learning_rate: 0.000100 loss_class: 0.738951 loss_bbox: 0.117927 loss_giou: 0.508889 loss_class_aux: 4.572741 loss_bbox_aux: 0.764812 loss_giou_aux: 3.170653 loss_class_dn: 0.354147 loss_bbox_dn: 0.105324 loss_giou_dn: 0.383369 loss_class_aux_dn: 1.894295 loss_bbox_aux_dn: 0.665053 loss_giou_aux_dn: 2.195661 loss: 15.636820 eta: 35 days, 5:41:21 batch_cost: 0.9764 data_cost: 0.0010 ips: 8.1935 images/s [07/25 00:20:20] ppdet.engine INFO: Epoch: [8] [29500/54024] learning_rate: 0.000100 loss_class: 0.664356 loss_bbox: 0.110405 loss_giou: 0.494488 loss_class_aux: 4.107067 loss_bbox_aux: 0.717193 loss_giou_aux: 3.099147 loss_class_dn: 0.336424 loss_bbox_dn: 0.106781 loss_giou_dn: 0.388335 loss_class_aux_dn: 1.825565 loss_bbox_aux_dn: 0.670025 loss_giou_aux_dn: 2.221299 loss: 15.159182 eta: 35 days, 5:41:36 batch_cost: 0.9789 data_cost: 0.0486 ips: 8.1728 images/s [07/25 00:21:51] ppdet.engine INFO: Epoch: [8] [29600/54024] learning_rate: 0.000100 loss_class: 0.678208 loss_bbox: 0.108666 loss_giou: 0.473358 loss_class_aux: 4.219450 loss_bbox_aux: 0.691936 loss_giou_aux: 2.963899 loss_class_dn: 0.336754 loss_bbox_dn: 0.100331 loss_giou_dn: 0.373636 loss_class_aux_dn: 1.825201 loss_bbox_aux_dn: 0.615554 loss_giou_aux_dn: 2.069799 loss: 15.103123 eta: 35 days, 5:39:38 batch_cost: 0.8621 data_cost: 0.0012 ips: 9.2799 images/s [07/25 00:23:30] ppdet.engine INFO: Epoch: [8] [29700/54024] learning_rate: 0.000100 loss_class: 0.692748 loss_bbox: 0.115394 loss_giou: 0.508908 loss_class_aux: 4.339283 loss_bbox_aux: 0.732447 loss_giou_aux: 3.211447 loss_class_dn: 0.350936 loss_bbox_dn: 0.109221 loss_giou_dn: 0.411544 loss_class_aux_dn: 1.928308 loss_bbox_aux_dn: 0.672712 loss_giou_aux_dn: 2.310116 loss: 15.715198 eta: 35 days, 5:39:17 batch_cost: 0.9477 data_cost: 0.0590 ips: 8.4414 images/s [07/25 00:25:01] ppdet.engine INFO: Epoch: [8] [29800/54024] learning_rate: 0.000100 loss_class: 0.705076 loss_bbox: 0.111785 loss_giou: 0.530129 loss_class_aux: 4.434697 loss_bbox_aux: 0.731868 loss_giou_aux: 3.228739 loss_class_dn: 0.343866 loss_bbox_dn: 0.107272 loss_giou_dn: 0.390336 loss_class_aux_dn: 1.866653 loss_bbox_aux_dn: 0.659161 loss_giou_aux_dn: 2.211713 loss: 15.230286 eta: 35 days, 5:37:10 batch_cost: 0.8546 data_cost: 0.0067 ips: 9.3609 images/s [07/25 00:26:33] ppdet.engine INFO: Epoch: [8] [29900/54024] learning_rate: 0.000100 loss_class: 0.711142 loss_bbox: 0.102825 loss_giou: 0.506584 loss_class_aux: 4.339197 loss_bbox_aux: 0.666394 loss_giou_aux: 3.165066 loss_class_dn: 0.339747 loss_bbox_dn: 0.104403 loss_giou_dn: 0.388303 loss_class_aux_dn: 1.848448 loss_bbox_aux_dn: 0.643389 loss_giou_aux_dn: 2.174224 loss: 14.927019 eta: 35 days, 5:35:24 batch_cost: 0.8734 data_cost: 0.0010 ips: 9.1596 images/s [07/25 00:28:11] ppdet.engine INFO: Epoch: [8] [30000/54024] learning_rate: 0.000100 loss_class: 0.701659 loss_bbox: 0.109640 loss_giou: 0.590637 loss_class_aux: 4.370199 loss_bbox_aux: 0.727058 loss_giou_aux: 3.598446 loss_class_dn: 0.363605 loss_bbox_dn: 0.098891 loss_giou_dn: 0.418822 loss_class_aux_dn: 1.946798 loss_bbox_aux_dn: 0.616112 loss_giou_aux_dn: 2.393272 loss: 16.081328 eta: 35 days, 5:34:51 batch_cost: 0.9369 data_cost: 0.1096 ips: 8.5389 images/s [07/25 00:30:01] ppdet.engine INFO: Epoch: [8] [30100/54024] learning_rate: 0.000100 loss_class: 0.664676 loss_bbox: 0.106192 loss_giou: 0.458108 loss_class_aux: 4.095654 loss_bbox_aux: 0.691599 loss_giou_aux: 2.858076 loss_class_dn: 0.327659 loss_bbox_dn: 0.102152 loss_giou_dn: 0.350487 loss_class_aux_dn: 1.770272 loss_bbox_aux_dn: 0.625418 loss_giou_aux_dn: 2.012412 loss: 14.118369 eta: 35 days, 5:36:25 batch_cost: 1.0483 data_cost: 0.0010 ips: 7.6316 images/s [07/25 00:31:32] ppdet.engine INFO: Epoch: [8] [30200/54024] learning_rate: 0.000100 loss_class: 0.692588 loss_bbox: 0.123749 loss_giou: 0.553974 loss_class_aux: 4.333074 loss_bbox_aux: 0.802242 loss_giou_aux: 3.421345 loss_class_dn: 0.369725 loss_bbox_dn: 0.111613 loss_giou_dn: 0.399285 loss_class_aux_dn: 1.990337 loss_bbox_aux_dn: 0.678503 loss_giou_aux_dn: 2.316494 loss: 15.891523 eta: 35 days, 5:34:31 batch_cost: 0.8660 data_cost: 0.0186 ips: 9.2378 images/s [07/25 00:33:08] ppdet.engine INFO: Epoch: [8] [30300/54024] learning_rate: 0.000100 loss_class: 0.672988 loss_bbox: 0.109435 loss_giou: 0.480012 loss_class_aux: 4.216084 loss_bbox_aux: 0.729231 loss_giou_aux: 2.972125 loss_class_dn: 0.340238 loss_bbox_dn: 0.104249 loss_giou_dn: 0.364398 loss_class_aux_dn: 1.846478 loss_bbox_aux_dn: 0.648632 loss_giou_aux_dn: 2.086077 loss: 14.641525 eta: 35 days, 5:33:38 batch_cost: 0.9193 data_cost: 0.0009 ips: 8.7018 images/s [07/25 00:34:35] ppdet.engine INFO: Epoch: [8] [30400/54024] learning_rate: 0.000100 loss_class: 0.693941 loss_bbox: 0.110899 loss_giou: 0.470379 loss_class_aux: 4.308449 loss_bbox_aux: 0.719062 loss_giou_aux: 2.945280 loss_class_dn: 0.346852 loss_bbox_dn: 0.103754 loss_giou_dn: 0.365406 loss_class_aux_dn: 1.870093 loss_bbox_aux_dn: 0.630220 loss_giou_aux_dn: 2.090408 loss: 14.745377 eta: 35 days, 5:31:06 batch_cost: 0.8326 data_cost: 0.0010 ips: 9.6087 images/s [07/25 00:36:15] ppdet.engine INFO: Epoch: [8] [30500/54024] learning_rate: 0.000100 loss_class: 0.744371 loss_bbox: 0.117000 loss_giou: 0.517991 loss_class_aux: 4.599702 loss_bbox_aux: 0.760391 loss_giou_aux: 3.255252 loss_class_dn: 0.363447 loss_bbox_dn: 0.101296 loss_giou_dn: 0.398414 loss_class_aux_dn: 1.968880 loss_bbox_aux_dn: 0.622834 loss_giou_aux_dn: 2.284811 loss: 16.015246 eta: 35 days, 5:30:45 batch_cost: 0.9481 data_cost: 0.0012 ips: 8.4382 images/s [07/25 00:37:56] ppdet.engine INFO: Epoch: [8] [30600/54024] learning_rate: 0.000100 loss_class: 0.679976 loss_bbox: 0.109432 loss_giou: 0.490699 loss_class_aux: 4.184985 loss_bbox_aux: 0.707599 loss_giou_aux: 3.070778 loss_class_dn: 0.329078 loss_bbox_dn: 0.103529 loss_giou_dn: 0.376057 loss_class_aux_dn: 1.796292 loss_bbox_aux_dn: 0.638654 loss_giou_aux_dn: 2.172420 loss: 14.867025 eta: 35 days, 5:30:53 batch_cost: 0.9727 data_cost: 0.0011 ips: 8.2244 images/s [07/25 00:39:28] ppdet.engine INFO: Epoch: [8] [30700/54024] learning_rate: 0.000100 loss_class: 0.681221 loss_bbox: 0.113754 loss_giou: 0.456796 loss_class_aux: 4.270201 loss_bbox_aux: 0.762118 loss_giou_aux: 2.905226 loss_class_dn: 0.339431 loss_bbox_dn: 0.111178 loss_giou_dn: 0.358454 loss_class_aux_dn: 1.826652 loss_bbox_aux_dn: 0.696122 loss_giou_aux_dn: 2.045919 loss: 15.219928 eta: 35 days, 5:28:55 batch_cost: 0.8627 data_cost: 0.0010 ips: 9.2737 images/s [07/25 00:41:01] ppdet.engine INFO: Epoch: [8] [30800/54024] learning_rate: 0.000100 loss_class: 0.696071 loss_bbox: 0.116855 loss_giou: 0.512022 loss_class_aux: 4.258368 loss_bbox_aux: 0.769387 loss_giou_aux: 3.174562 loss_class_dn: 0.352920 loss_bbox_dn: 0.107210 loss_giou_dn: 0.395878 loss_class_aux_dn: 1.903174 loss_bbox_aux_dn: 0.659530 loss_giou_aux_dn: 2.228185 loss: 15.920917 eta: 35 days, 5:27:21 batch_cost: 0.8839 data_cost: 0.0271 ips: 9.0507 images/s [07/25 00:42:27] ppdet.engine INFO: Epoch: [8] [30900/54024] learning_rate: 0.000100 loss_class: 0.654238 loss_bbox: 0.111108 loss_giou: 0.469746 loss_class_aux: 4.057404 loss_bbox_aux: 0.731551 loss_giou_aux: 2.907488 loss_class_dn: 0.336073 loss_bbox_dn: 0.104724 loss_giou_dn: 0.356131 loss_class_aux_dn: 1.803122 loss_bbox_aux_dn: 0.636031 loss_giou_aux_dn: 2.052366 loss: 14.467436 eta: 35 days, 5:24:39 batch_cost: 0.8236 data_cost: 0.0010 ips: 9.7137 images/s [07/25 00:43:53] ppdet.engine INFO: Epoch: [8] [31000/54024] learning_rate: 0.000100 loss_class: 0.685637 loss_bbox: 0.110268 loss_giou: 0.451293 loss_class_aux: 4.253105 loss_bbox_aux: 0.706037 loss_giou_aux: 2.832794 loss_class_dn: 0.332226 loss_bbox_dn: 0.107526 loss_giou_dn: 0.359486 loss_class_aux_dn: 1.808168 loss_bbox_aux_dn: 0.657957 loss_giou_aux_dn: 2.073708 loss: 14.642483 eta: 35 days, 5:21:37 batch_cost: 0.8065 data_cost: 0.0010 ips: 9.9191 images/s [07/25 00:45:24] ppdet.engine INFO: Epoch: [8] [31100/54024] learning_rate: 0.000100 loss_class: 0.721356 loss_bbox: 0.108953 loss_giou: 0.511433 loss_class_aux: 4.549322 loss_bbox_aux: 0.726798 loss_giou_aux: 3.198489 loss_class_dn: 0.361815 loss_bbox_dn: 0.107875 loss_giou_dn: 0.400501 loss_class_aux_dn: 1.944852 loss_bbox_aux_dn: 0.657977 loss_giou_aux_dn: 2.267170 loss: 15.939348 eta: 35 days, 5:19:38 batch_cost: 0.8616 data_cost: 0.0010 ips: 9.2851 images/s [07/25 00:47:00] ppdet.engine INFO: Epoch: [8] [31200/54024] learning_rate: 0.000100 loss_class: 0.696525 loss_bbox: 0.116822 loss_giou: 0.474387 loss_class_aux: 4.322380 loss_bbox_aux: 0.745221 loss_giou_aux: 2.964141 loss_class_dn: 0.356590 loss_bbox_dn: 0.102943 loss_giou_dn: 0.378298 loss_class_aux_dn: 1.922233 loss_bbox_aux_dn: 0.629157 loss_giou_aux_dn: 2.189467 loss: 15.120655 eta: 35 days, 5:18:36 batch_cost: 0.9117 data_cost: 0.0012 ips: 8.7744 images/s [07/25 00:48:27] ppdet.engine INFO: Epoch: [8] [31300/54024] learning_rate: 0.000100 loss_class: 0.691050 loss_bbox: 0.106009 loss_giou: 0.463958 loss_class_aux: 4.305229 loss_bbox_aux: 0.710270 loss_giou_aux: 2.892243 loss_class_dn: 0.329197 loss_bbox_dn: 0.098862 loss_giou_dn: 0.339983 loss_class_aux_dn: 1.774799 loss_bbox_aux_dn: 0.633955 loss_giou_aux_dn: 1.942889 loss: 14.260922 eta: 35 days, 5:15:58 batch_cost: 0.8275 data_cost: 0.0034 ips: 9.6678 images/s [07/25 00:50:14] ppdet.engine INFO: Epoch: [8] [31400/54024] learning_rate: 0.000100 loss_class: 0.690864 loss_bbox: 0.110707 loss_giou: 0.482083 loss_class_aux: 4.264434 loss_bbox_aux: 0.745400 loss_giou_aux: 3.019344 loss_class_dn: 0.345419 loss_bbox_dn: 0.102589 loss_giou_dn: 0.372904 loss_class_aux_dn: 1.876397 loss_bbox_aux_dn: 0.651531 loss_giou_aux_dn: 2.134207 loss: 15.129528 eta: 35 days, 5:17:00 batch_cost: 1.0209 data_cost: 0.0012 ips: 7.8361 images/s [07/25 00:51:51] ppdet.engine INFO: Epoch: [8] [31500/54024] learning_rate: 0.000100 loss_class: 0.711043 loss_bbox: 0.116935 loss_giou: 0.485550 loss_class_aux: 4.439819 loss_bbox_aux: 0.760850 loss_giou_aux: 3.023670 loss_class_dn: 0.332325 loss_bbox_dn: 0.106555 loss_giou_dn: 0.365434 loss_class_aux_dn: 1.798448 loss_bbox_aux_dn: 0.662191 loss_giou_aux_dn: 2.090630 loss: 14.663265 eta: 35 days, 5:16:18 batch_cost: 0.9290 data_cost: 0.0741 ips: 8.6113 images/s [07/25 00:53:31] ppdet.engine INFO: Epoch: [8] [31600/54024] learning_rate: 0.000100 loss_class: 0.703353 loss_bbox: 0.105866 loss_giou: 0.499078 loss_class_aux: 4.342253 loss_bbox_aux: 0.723354 loss_giou_aux: 3.044647 loss_class_dn: 0.337402 loss_bbox_dn: 0.100566 loss_giou_dn: 0.382324 loss_class_aux_dn: 1.817229 loss_bbox_aux_dn: 0.624951 loss_giou_aux_dn: 2.156316 loss: 15.067931 eta: 35 days, 5:16:01 batch_cost: 0.9520 data_cost: 0.0171 ips: 8.4036 images/s [07/25 00:55:22] ppdet.engine INFO: Epoch: [8] [31700/54024] learning_rate: 0.000100 loss_class: 0.732791 loss_bbox: 0.113572 loss_giou: 0.487808 loss_class_aux: 4.533481 loss_bbox_aux: 0.726795 loss_giou_aux: 3.093395 loss_class_dn: 0.358937 loss_bbox_dn: 0.106498 loss_giou_dn: 0.370572 loss_class_aux_dn: 1.919307 loss_bbox_aux_dn: 0.630871 loss_giou_aux_dn: 2.143360 loss: 15.417716 eta: 35 days, 5:17:54 batch_cost: 1.0655 data_cost: 0.1163 ips: 7.5079 images/s [07/25 00:56:50] ppdet.engine INFO: Epoch: [8] [31800/54024] learning_rate: 0.000100 loss_class: 0.682785 loss_bbox: 0.113236 loss_giou: 0.500457 loss_class_aux: 4.217923 loss_bbox_aux: 0.755836 loss_giou_aux: 3.169437 loss_class_dn: 0.350869 loss_bbox_dn: 0.110266 loss_giou_dn: 0.395070 loss_class_aux_dn: 1.895346 loss_bbox_aux_dn: 0.673418 loss_giou_aux_dn: 2.235775 loss: 15.530842 eta: 35 days, 5:15:24 batch_cost: 0.8341 data_cost: 0.0412 ips: 9.5909 images/s [07/25 00:58:21] ppdet.engine INFO: Epoch: [8] [31900/54024] learning_rate: 0.000100 loss_class: 0.693163 loss_bbox: 0.105477 loss_giou: 0.456498 loss_class_aux: 4.292948 loss_bbox_aux: 0.718824 loss_giou_aux: 2.917255 loss_class_dn: 0.344566 loss_bbox_dn: 0.105851 loss_giou_dn: 0.366596 loss_class_aux_dn: 1.852219 loss_bbox_aux_dn: 0.658610 loss_giou_aux_dn: 2.148769 loss: 15.266496 eta: 35 days, 5:13:23 batch_cost: 0.8601 data_cost: 0.0252 ips: 9.3017 images/s [07/25 00:59:51] ppdet.engine INFO: Epoch: [8] [32000/54024] learning_rate: 0.000100 loss_class: 0.686093 loss_bbox: 0.111523 loss_giou: 0.498765 loss_class_aux: 4.279331 loss_bbox_aux: 0.739522 loss_giou_aux: 3.130012 loss_class_dn: 0.336214 loss_bbox_dn: 0.103004 loss_giou_dn: 0.371201 loss_class_aux_dn: 1.789003 loss_bbox_aux_dn: 0.636094 loss_giou_aux_dn: 2.123538 loss: 14.986501 eta: 35 days, 5:11:26 batch_cost: 0.8634 data_cost: 0.0135 ips: 9.2653 images/s [07/25 01:01:17] ppdet.engine INFO: Epoch: [8] [32100/54024] learning_rate: 0.000100 loss_class: 0.683991 loss_bbox: 0.109499 loss_giou: 0.476083 loss_class_aux: 4.233217 loss_bbox_aux: 0.713422 loss_giou_aux: 3.024338 loss_class_dn: 0.339496 loss_bbox_dn: 0.099051 loss_giou_dn: 0.369102 loss_class_aux_dn: 1.844244 loss_bbox_aux_dn: 0.622564 loss_giou_aux_dn: 2.102512 loss: 15.269136 eta: 35 days, 5:08:30 batch_cost: 0.8114 data_cost: 0.0095 ips: 9.8592 images/s [07/25 01:02:51] ppdet.engine INFO: Epoch: [8] [32200/54024] learning_rate: 0.000100 loss_class: 0.689741 loss_bbox: 0.107030 loss_giou: 0.458112 loss_class_aux: 4.234994 loss_bbox_aux: 0.713946 loss_giou_aux: 2.889547 loss_class_dn: 0.326208 loss_bbox_dn: 0.104793 loss_giou_dn: 0.356322 loss_class_aux_dn: 1.754598 loss_bbox_aux_dn: 0.654333 loss_giou_aux_dn: 2.051032 loss: 14.753157 eta: 35 days, 5:07:12 batch_cost: 0.8982 data_cost: 0.0018 ips: 8.9065 images/s [07/25 01:04:23] ppdet.engine INFO: Epoch: [8] [32300/54024] learning_rate: 0.000100 loss_class: 0.684555 loss_bbox: 0.105817 loss_giou: 0.571572 loss_class_aux: 4.274393 loss_bbox_aux: 0.676914 loss_giou_aux: 3.528235 loss_class_dn: 0.353495 loss_bbox_dn: 0.097924 loss_giou_dn: 0.414793 loss_class_aux_dn: 1.882813 loss_bbox_aux_dn: 0.610341 loss_giou_aux_dn: 2.355589 loss: 15.777295 eta: 35 days, 5:05:33 batch_cost: 0.8792 data_cost: 0.0010 ips: 9.0993 images/s [07/25 01:05:54] ppdet.engine INFO: Epoch: [8] [32400/54024] learning_rate: 0.000100 loss_class: 0.724882 loss_bbox: 0.114160 loss_giou: 0.495701 loss_class_aux: 4.509551 loss_bbox_aux: 0.741222 loss_giou_aux: 3.128346 loss_class_dn: 0.352887 loss_bbox_dn: 0.104619 loss_giou_dn: 0.388248 loss_class_aux_dn: 1.914533 loss_bbox_aux_dn: 0.651605 loss_giou_aux_dn: 2.211039 loss: 15.477263 eta: 35 days, 5:03:36 batch_cost: 0.8627 data_cost: 0.0014 ips: 9.2735 images/s [07/25 01:07:33] ppdet.engine INFO: Epoch: [8] [32500/54024] learning_rate: 0.000100 loss_class: 0.721139 loss_bbox: 0.110141 loss_giou: 0.518737 loss_class_aux: 4.486485 loss_bbox_aux: 0.729379 loss_giou_aux: 3.273072 loss_class_dn: 0.358455 loss_bbox_dn: 0.106541 loss_giou_dn: 0.389260 loss_class_aux_dn: 1.933087 loss_bbox_aux_dn: 0.650146 loss_giou_aux_dn: 2.209530 loss: 16.070133 eta: 35 days, 5:03:07 batch_cost: 0.9417 data_cost: 0.0010 ips: 8.4954 images/s [07/25 01:09:12] ppdet.engine INFO: Epoch: [8] [32600/54024] learning_rate: 0.000100 loss_class: 0.684509 loss_bbox: 0.104650 loss_giou: 0.496425 loss_class_aux: 4.277029 loss_bbox_aux: 0.708796 loss_giou_aux: 3.172783 loss_class_dn: 0.336273 loss_bbox_dn: 0.097132 loss_giou_dn: 0.392629 loss_class_aux_dn: 1.792016 loss_bbox_aux_dn: 0.596459 loss_giou_aux_dn: 2.214609 loss: 14.857945 eta: 35 days, 5:02:42 batch_cost: 0.9446 data_cost: 0.0254 ips: 8.4692 images/s [07/25 01:10:44] ppdet.engine INFO: Epoch: [8] [32700/54024] learning_rate: 0.000100 loss_class: 0.711617 loss_bbox: 0.108454 loss_giou: 0.524953 loss_class_aux: 4.462915 loss_bbox_aux: 0.694833 loss_giou_aux: 3.332379 loss_class_dn: 0.351669 loss_bbox_dn: 0.099247 loss_giou_dn: 0.394275 loss_class_aux_dn: 1.893082 loss_bbox_aux_dn: 0.613582 loss_giou_aux_dn: 2.211382 loss: 15.633733 eta: 35 days, 5:00:53 batch_cost: 0.8705 data_cost: 0.0010 ips: 9.1903 images/s [07/25 01:12:13] ppdet.engine INFO: Epoch: [8] [32800/54024] learning_rate: 0.000100 loss_class: 0.690073 loss_bbox: 0.107626 loss_giou: 0.491960 loss_class_aux: 4.304347 loss_bbox_aux: 0.716070 loss_giou_aux: 3.008571 loss_class_dn: 0.335855 loss_bbox_dn: 0.104223 loss_giou_dn: 0.366834 loss_class_aux_dn: 1.784687 loss_bbox_aux_dn: 0.631250 loss_giou_aux_dn: 2.078673 loss: 14.593237 eta: 35 days, 4:58:48 batch_cost: 0.8563 data_cost: 0.0009 ips: 9.3424 images/s [07/25 01:13:53] ppdet.engine INFO: Epoch: [8] [32900/54024] learning_rate: 0.000100 loss_class: 0.717736 loss_bbox: 0.117156 loss_giou: 0.499784 loss_class_aux: 4.410701 loss_bbox_aux: 0.775539 loss_giou_aux: 3.107484 loss_class_dn: 0.340457 loss_bbox_dn: 0.107965 loss_giou_dn: 0.373522 loss_class_aux_dn: 1.848399 loss_bbox_aux_dn: 0.669635 loss_giou_aux_dn: 2.140713 loss: 15.627937 eta: 35 days, 4:58:31 batch_cost: 0.9512 data_cost: 0.0195 ips: 8.4103 images/s [07/25 01:15:26] ppdet.engine INFO: Epoch: [8] [33000/54024] learning_rate: 0.000100 loss_class: 0.661622 loss_bbox: 0.106963 loss_giou: 0.450387 loss_class_aux: 4.129039 loss_bbox_aux: 0.700259 loss_giou_aux: 2.835301 loss_class_dn: 0.337014 loss_bbox_dn: 0.108591 loss_giou_dn: 0.363663 loss_class_aux_dn: 1.827521 loss_bbox_aux_dn: 0.675303 loss_giou_aux_dn: 2.078193 loss: 14.671273 eta: 35 days, 4:56:58 batch_cost: 0.8849 data_cost: 0.0919 ips: 9.0402 images/s [07/25 01:16:58] ppdet.engine INFO: Epoch: [8] [33100/54024] learning_rate: 0.000100 loss_class: 0.699625 loss_bbox: 0.119449 loss_giou: 0.514716 loss_class_aux: 4.321335 loss_bbox_aux: 0.792403 loss_giou_aux: 3.258613 loss_class_dn: 0.351726 loss_bbox_dn: 0.111534 loss_giou_dn: 0.393511 loss_class_aux_dn: 1.932746 loss_bbox_aux_dn: 0.667055 loss_giou_aux_dn: 2.229498 loss: 15.616846 eta: 35 days, 4:55:13 batch_cost: 0.8733 data_cost: 0.0010 ips: 9.1604 images/s [07/25 01:18:22] ppdet.engine INFO: Epoch: [8] [33200/54024] learning_rate: 0.000100 loss_class: 0.701143 loss_bbox: 0.107395 loss_giou: 0.443031 loss_class_aux: 4.330698 loss_bbox_aux: 0.720509 loss_giou_aux: 2.804073 loss_class_dn: 0.334736 loss_bbox_dn: 0.110227 loss_giou_dn: 0.362718 loss_class_aux_dn: 1.817896 loss_bbox_aux_dn: 0.653535 loss_giou_aux_dn: 2.028266 loss: 14.756706 eta: 35 days, 4:52:02 batch_cost: 0.7983 data_cost: 0.0010 ips: 10.0212 images/s [07/25 01:19:54] ppdet.engine INFO: Epoch: [8] [33300/54024] learning_rate: 0.000100 loss_class: 0.689162 loss_bbox: 0.120757 loss_giou: 0.493564 loss_class_aux: 4.366473 loss_bbox_aux: 0.776699 loss_giou_aux: 3.051724 loss_class_dn: 0.344708 loss_bbox_dn: 0.109078 loss_giou_dn: 0.381872 loss_class_aux_dn: 1.879198 loss_bbox_aux_dn: 0.682111 loss_giou_aux_dn: 2.169544 loss: 15.730989 eta: 35 days, 4:50:15 batch_cost: 0.8722 data_cost: 0.0214 ips: 9.1726 images/s [07/25 01:21:30] ppdet.engine INFO: Epoch: [8] [33400/54024] learning_rate: 0.000100 loss_class: 0.690219 loss_bbox: 0.114244 loss_giou: 0.478547 loss_class_aux: 4.283340 loss_bbox_aux: 0.722206 loss_giou_aux: 2.988772 loss_class_dn: 0.344978 loss_bbox_dn: 0.109719 loss_giou_dn: 0.358772 loss_class_aux_dn: 1.877222 loss_bbox_aux_dn: 0.668406 loss_giou_aux_dn: 2.072321 loss: 15.127817 eta: 35 days, 4:49:27 batch_cost: 0.9240 data_cost: 0.1169 ips: 8.6583 images/s [07/25 01:23:05] ppdet.engine INFO: Epoch: [8] [33500/54024] learning_rate: 0.000100 loss_class: 0.695495 loss_bbox: 0.113221 loss_giou: 0.533144 loss_class_aux: 4.421956 loss_bbox_aux: 0.714449 loss_giou_aux: 3.337988 loss_class_dn: 0.364702 loss_bbox_dn: 0.104365 loss_giou_dn: 0.394051 loss_class_aux_dn: 1.963215 loss_bbox_aux_dn: 0.652629 loss_giou_aux_dn: 2.248453 loss: 16.039534 eta: 35 days, 4:48:17 batch_cost: 0.9054 data_cost: 0.0011 ips: 8.8354 images/s [07/25 01:24:37] ppdet.engine INFO: Epoch: [8] [33600/54024] learning_rate: 0.000100 loss_class: 0.695677 loss_bbox: 0.110380 loss_giou: 0.474789 loss_class_aux: 4.411463 loss_bbox_aux: 0.737660 loss_giou_aux: 2.967562 loss_class_dn: 0.333980 loss_bbox_dn: 0.107011 loss_giou_dn: 0.373221 loss_class_aux_dn: 1.809627 loss_bbox_aux_dn: 0.662828 loss_giou_aux_dn: 2.098226 loss: 14.940994 eta: 35 days, 4:46:24 batch_cost: 0.8663 data_cost: 0.0010 ips: 9.2344 images/s [07/25 01:26:12] ppdet.engine INFO: Epoch: [8] [33700/54024] learning_rate: 0.000100 loss_class: 0.668023 loss_bbox: 0.117710 loss_giou: 0.497273 loss_class_aux: 4.212511 loss_bbox_aux: 0.776523 loss_giou_aux: 3.187290 loss_class_dn: 0.354987 loss_bbox_dn: 0.108118 loss_giou_dn: 0.388695 loss_class_aux_dn: 1.919176 loss_bbox_aux_dn: 0.667202 loss_giou_aux_dn: 2.227390 loss: 15.428189 eta: 35 days, 4:45:22 batch_cost: 0.9122 data_cost: 0.0468 ips: 8.7704 images/s [07/25 01:27:45] ppdet.engine INFO: Epoch: [8] [33800/54024] learning_rate: 0.000100 loss_class: 0.719137 loss_bbox: 0.107540 loss_giou: 0.514483 loss_class_aux: 4.425011 loss_bbox_aux: 0.705554 loss_giou_aux: 3.203286 loss_class_dn: 0.348524 loss_bbox_dn: 0.103774 loss_giou_dn: 0.391875 loss_class_aux_dn: 1.876510 loss_bbox_aux_dn: 0.628524 loss_giou_aux_dn: 2.204794 loss: 15.374486 eta: 35 days, 4:43:46 batch_cost: 0.8816 data_cost: 0.0025 ips: 9.0740 images/s [07/25 01:29:08] ppdet.engine INFO: Epoch: [8] [33900/54024] learning_rate: 0.000100 loss_class: 0.709447 loss_bbox: 0.118547 loss_giou: 0.535653 loss_class_aux: 4.384791 loss_bbox_aux: 0.782343 loss_giou_aux: 3.411298 loss_class_dn: 0.371558 loss_bbox_dn: 0.103284 loss_giou_dn: 0.400615 loss_class_aux_dn: 1.984751 loss_bbox_aux_dn: 0.660622 loss_giou_aux_dn: 2.272861 loss: 15.974597 eta: 35 days, 4:40:29 batch_cost: 0.7921 data_cost: 0.0010 ips: 10.0992 images/s [07/25 01:30:33] ppdet.engine INFO: Epoch: [8] [34000/54024] learning_rate: 0.000100 loss_class: 0.691865 loss_bbox: 0.111380 loss_giou: 0.483074 loss_class_aux: 4.280164 loss_bbox_aux: 0.730454 loss_giou_aux: 2.974745 loss_class_dn: 0.342287 loss_bbox_dn: 0.102439 loss_giou_dn: 0.375559 loss_class_aux_dn: 1.853942 loss_bbox_aux_dn: 0.634129 loss_giou_aux_dn: 2.108587 loss: 14.881009 eta: 35 days, 4:37:22 batch_cost: 0.8015 data_cost: 0.0010 ips: 9.9816 images/s [07/25 01:32:04] ppdet.engine INFO: Epoch: [8] [34100/54024] learning_rate: 0.000100 loss_class: 0.669510 loss_bbox: 0.109762 loss_giou: 0.445665 loss_class_aux: 4.183164 loss_bbox_aux: 0.734846 loss_giou_aux: 2.781684 loss_class_dn: 0.315438 loss_bbox_dn: 0.103669 loss_giou_dn: 0.328635 loss_class_aux_dn: 1.713303 loss_bbox_aux_dn: 0.646302 loss_giou_aux_dn: 1.895816 loss: 13.874522 eta: 35 days, 4:35:29 batch_cost: 0.8666 data_cost: 0.0011 ips: 9.2317 images/s [07/25 01:33:50] ppdet.engine INFO: Epoch: [8] [34200/54024] learning_rate: 0.000100 loss_class: 0.722018 loss_bbox: 0.118485 loss_giou: 0.563856 loss_class_aux: 4.498438 loss_bbox_aux: 0.746592 loss_giou_aux: 3.503955 loss_class_dn: 0.363056 loss_bbox_dn: 0.100669 loss_giou_dn: 0.410716 loss_class_aux_dn: 1.984201 loss_bbox_aux_dn: 0.637867 loss_giou_aux_dn: 2.340365 loss: 16.286242 eta: 35 days, 4:36:30 batch_cost: 1.0210 data_cost: 0.0010 ips: 7.8351 images/s [07/25 01:35:22] ppdet.engine INFO: Epoch: [8] [34300/54024] learning_rate: 0.000100 loss_class: 0.702744 loss_bbox: 0.108057 loss_giou: 0.471197 loss_class_aux: 4.347857 loss_bbox_aux: 0.705729 loss_giou_aux: 2.948960 loss_class_dn: 0.329285 loss_bbox_dn: 0.098684 loss_giou_dn: 0.376322 loss_class_aux_dn: 1.785745 loss_bbox_aux_dn: 0.620230 loss_giou_aux_dn: 2.117236 loss: 14.890652 eta: 35 days, 4:34:37 batch_cost: 0.8666 data_cost: 0.0010 ips: 9.2310 images/s [07/25 01:36:46] ppdet.engine INFO: Epoch: [8] [34400/54024] learning_rate: 0.000100 loss_class: 0.691874 loss_bbox: 0.113802 loss_giou: 0.488407 loss_class_aux: 4.353624 loss_bbox_aux: 0.740252 loss_giou_aux: 3.055960 loss_class_dn: 0.336288 loss_bbox_dn: 0.104983 loss_giou_dn: 0.370368 loss_class_aux_dn: 1.817507 loss_bbox_aux_dn: 0.658484 loss_giou_aux_dn: 2.112873 loss: 14.665972 eta: 35 days, 4:31:22 batch_cost: 0.7941 data_cost: 0.0010 ips: 10.0748 images/s [07/25 01:38:17] ppdet.engine INFO: Epoch: [8] [34500/54024] learning_rate: 0.000100 loss_class: 0.705906 loss_bbox: 0.111015 loss_giou: 0.481573 loss_class_aux: 4.384784 loss_bbox_aux: 0.733665 loss_giou_aux: 3.050347 loss_class_dn: 0.342816 loss_bbox_dn: 0.111059 loss_giou_dn: 0.363382 loss_class_aux_dn: 1.871356 loss_bbox_aux_dn: 0.666580 loss_giou_aux_dn: 2.071198 loss: 15.320392 eta: 35 days, 4:29:30 batch_cost: 0.8675 data_cost: 0.0010 ips: 9.2217 images/s [07/25 01:39:49] ppdet.engine INFO: Epoch: [8] [34600/54024] learning_rate: 0.000100 loss_class: 0.714258 loss_bbox: 0.113732 loss_giou: 0.487540 loss_class_aux: 4.483464 loss_bbox_aux: 0.746722 loss_giou_aux: 3.082577 loss_class_dn: 0.348741 loss_bbox_dn: 0.112017 loss_giou_dn: 0.399331 loss_class_aux_dn: 1.877136 loss_bbox_aux_dn: 0.691846 loss_giou_aux_dn: 2.233608 loss: 15.280167 eta: 35 days, 4:27:49 batch_cost: 0.8768 data_cost: 0.0840 ips: 9.1237 images/s [07/25 01:41:15] ppdet.engine INFO: Epoch: [8] [34700/54024] learning_rate: 0.000100 loss_class: 0.707984 loss_bbox: 0.113839 loss_giou: 0.463153 loss_class_aux: 4.405719 loss_bbox_aux: 0.744708 loss_giou_aux: 2.898098 loss_class_dn: 0.345880 loss_bbox_dn: 0.109062 loss_giou_dn: 0.371016 loss_class_aux_dn: 1.870449 loss_bbox_aux_dn: 0.686897 loss_giou_aux_dn: 2.123862 loss: 14.944425 eta: 35 days, 4:25:02 batch_cost: 0.8186 data_cost: 0.0010 ips: 9.7724 images/s W0725 01:42:24.908773 46672 tcp_store.cc:193] Unknown command: 168626701 from addr info:10.219.241.80:49860 W0725 01:42:29.951818 46672 tcp_store.cc:193] Unknown command: 542393671 from addr info:10.219.241.80:50278 W0725 01:42:29.951876 46672 tcp_store.cc:193] Unknown command: 1414012975 from addr info:10.219.241.80:50278 W0725 01:42:29.951884 46672 tcp_store.cc:193] Unknown command: 825184340 from addr info:10.219.241.80:50278 W0725 01:42:29.951890 46672 tcp_store.cc:193] Unknown command: 168636462 from addr info:10.219.241.80:50278 W0725 01:42:35.000265 46672 tcp_store.cc:193] Unknown command: 1230262351 from addr info:10.219.241.80:50476 W0725 01:42:35.000331 46672 tcp_store.cc:193] Unknown command: 542330447 from addr info:10.219.241.80:50476 W0725 01:42:35.000339 46672 tcp_store.cc:193] Unknown command: 1414012975 from addr info:10.219.241.80:50476 W0725 01:42:35.000346 46672 tcp_store.cc:193] Unknown command: 825184340 from addr info:10.219.241.80:50476 W0725 01:42:35.000352 46672 tcp_store.cc:193] Unknown command: 168636462 from addr info:10.219.241.80:50476 W0725 01:42:40.036722 46672 tcp_store.cc:193] Unknown command: 1230262351 from addr info:10.219.241.80:50811 W0725 01:42:40.036780 46672 tcp_store.cc:193] Unknown command: 542330447 from addr info:10.219.241.80:50811 W0725 01:42:40.036788 46672 tcp_store.cc:193] Unknown command: 1414668335 from addr info:10.219.241.80:50811 W0725 01:42:40.036794 46672 tcp_store.cc:193] Unknown command: 825184339 from addr info:10.219.241.80:50811 W0725 01:42:40.036801 46672 tcp_store.cc:193] Unknown command: 168636462 from addr info:10.219.241.80:50811 W0725 01:42:45.086212 46672 tcp_store.cc:193] Unknown command: 671088768 from addr info:10.219.241.80:51238 W0725 01:42:45.086287 46672 tcp_store.cc:193] Unknown command: 320732786 from addr info:10.219.241.80:51238 W0725 01:42:45.179778 46672 tcp_store.cc:193] Unknown command: 100670976 from addr info:10.219.241.80:51242 W0725 01:42:45.179836 46672 tcp_store.cc:193] Unknown command: 16777217 from addr info:10.219.241.80:51242 W0725 01:42:45.264149 46672 tcp_store.cc:193] Unknown command: 3072 from addr info:10.219.241.80:51247 W0725 01:42:45.264211 46672 tcp_store.cc:193] Unknown command: 16 from addr info:10.219.241.80:51247 W0725 01:42:50.308910 46672 tcp_store.cc:193] Unknown command: 1347175752 from addr info:10.219.241.80:51524 [07/25 01:42:51] ppdet.engine INFO: Epoch: [8] [34800/54024] learning_rate: 0.000100 loss_class: 0.692525 loss_bbox: 0.113603 loss_giou: 0.502961 loss_class_aux: 4.309682 loss_bbox_aux: 0.771947 loss_giou_aux: 3.111975 loss_class_dn: 0.355713 loss_bbox_dn: 0.104106 loss_giou_dn: 0.380267 loss_class_aux_dn: 1.922136 loss_bbox_aux_dn: 0.642282 loss_giou_aux_dn: 2.182076 loss: 15.273622 eta: 35 days, 4:23:57 batch_cost: 0.9092 data_cost: 0.0010 ips: 8.7989 images/s W0725 01:42:57.846506 46672 tcp_store.cc:193] Unknown command: 790 from addr info:10.219.241.80:51853 W0725 01:42:57.846567 46672 tcp_store.cc:193] Unknown command: 339 from addr info:10.219.241.80:51853 W0725 01:42:57.846583 46672 tcp_store.cc:193] Unknown command: 1056965455 from addr info:10.219.241.80:51853 W0725 01:42:57.846596 46672 tcp_store.cc:193] Unknown command: -1158162617 from addr info:10.219.241.80:51853 W0725 01:42:57.846608 46672 tcp_store.cc:193] Unknown command: -1293226452 from addr info:10.219.241.80:51853 W0725 01:42:57.846621 46672 tcp_store.cc:193] Unknown command: 15957600 from addr info:10.219.241.80:51853 W0725 01:42:57.846657 46672 tcp_store.cc:193] Unknown command: -1183087875 from addr info:10.219.241.80:51853 W0725 01:42:57.846670 46672 tcp_store.cc:193] Unknown command: 2009634517 from addr info:10.219.241.80:51853 W0725 01:42:57.846681 46672 tcp_store.cc:193] Unknown command: -607852901 from addr info:10.219.241.80:51853 W0725 01:42:57.846693 46672 tcp_store.cc:193] Unknown command: 1876639036 from addr info:10.219.241.80:51853 W0725 01:42:57.846714 46672 tcp_store.cc:193] Unknown command: 7213295 from addr info:10.219.241.80:51853 W0725 01:42:57.846725 46672 tcp_store.cc:193] Unknown command: 369108992 from addr info:10.219.241.80:51853 W0725 01:42:57.846737 46672 tcp_store.cc:193] Unknown command: 167777024 from addr info:10.219.241.80:51853 W0725 01:42:57.846748 46672 tcp_store.cc:193] Unknown command: 83912192 from addr info:10.219.241.80:51853 W0725 01:42:57.846760 46672 tcp_store.cc:193] Unknown command: 1694499840 from addr info:10.219.241.80:51853 W0725 01:42:57.846771 46672 tcp_store.cc:193] Unknown command: 1660969984 from addr info:10.219.241.80:51853 W0725 01:42:57.846783 46672 tcp_store.cc:193] Unknown command: 1627415040 from addr info:10.219.241.80:51853 W0725 01:42:57.846796 46672 tcp_store.cc:193] Unknown command: 352346112 from addr info:10.219.241.80:51853 W0725 01:42:57.846807 46672 tcp_store.cc:193] Unknown command: 150999552 from addr info:10.219.241.80:51853 W0725 01:42:57.846817 46672 tcp_store.cc:193] Unknown command: 285217792 from addr info:10.219.241.80:51853 W0725 01:42:57.846828 46672 tcp_store.cc:193] Unknown command: 100665344 from addr info:10.219.241.80:51853 W0725 01:42:57.846840 46672 tcp_store.cc:193] Unknown command: 66304 from addr info:10.219.241.80:51853 W0725 01:43:02.894881 46672 tcp_store.cc:193] Unknown command: 704643075 from addr info:10.219.241.80:51986 W0725 01:43:02.894933 46672 tcp_store.cc:193] Unknown command: 57381 from addr info:10.219.241.80:51986 W0725 01:43:02.894941 46672 tcp_store.cc:193] Unknown command: 1124073472 from addr info:10.219.241.80:51986 W0725 01:43:02.894948 46672 tcp_store.cc:193] Unknown command: 1768648559 from addr info:10.219.241.80:51986 W0725 01:43:02.894954 46672 tcp_store.cc:193] Unknown command: 1830828645 from addr info:10.219.241.80:51986 W0725 01:43:02.894960 46672 tcp_store.cc:193] Unknown command: 1752396915 from addr info:10.219.241.80:51986 W0725 01:43:02.894968 46672 tcp_store.cc:193] Unknown command: 1030255457 from addr info:10.219.241.80:51986 W0725 01:43:02.894977 46672 tcp_store.cc:193] Unknown command: 1885433198 from addr info:10.219.241.80:51986 W0725 01:43:02.894984 46672 tcp_store.cc:193] Unknown command: 68109 from addr info:10.219.241.80:51986 W0725 01:43:02.894989 46672 tcp_store.cc:193] Unknown command: 196616 from addr info:10.219.241.80:51986 W0725 01:43:07.929981 46672 tcp_store.cc:193] Unknown command: 790 from addr info:10.219.241.80:52243 W0725 01:43:07.930045 46672 tcp_store.cc:193] Unknown command: 361 from addr info:10.219.241.80:52243 W0725 01:43:07.930056 46672 tcp_store.cc:193] Unknown command: 1426260837 from addr info:10.219.241.80:52243 W0725 01:43:07.930065 46672 tcp_store.cc:193] Unknown command: 1927587612 from addr info:10.219.241.80:52243 W0725 01:43:07.930074 46672 tcp_store.cc:193] Unknown command: 1868852833 from addr info:10.219.241.80:52243 W0725 01:43:07.930083 46672 tcp_store.cc:193] Unknown command: 1634873709 from addr info:10.219.241.80:52243 W0725 01:43:07.930092 46672 tcp_store.cc:193] Unknown command: 1836016750 from addr info:10.219.241.80:52243 W0725 01:43:07.930101 46672 tcp_store.cc:193] Unknown command: 1851879986 from addr info:10.219.241.80:52243 W0725 01:43:07.930110 46672 tcp_store.cc:193] Unknown command: 862809956 from addr info:10.219.241.80:52243 W0725 01:43:07.930119 46672 tcp_store.cc:193] Unknown command: 1684955506 from addr info:10.219.241.80:52243 W0725 01:43:07.930128 46672 tcp_store.cc:193] Unknown command: 3435887 from addr info:10.219.241.80:52243 W0725 01:43:07.930137 46672 tcp_store.cc:193] Unknown command: 788532224 from addr info:10.219.241.80:52243 W0725 01:43:07.930146 46672 tcp_store.cc:193] Unknown command: 318769664 from addr info:10.219.241.80:52243 W0725 01:43:07.930155 46672 tcp_store.cc:193] Unknown command: 67123456 from addr info:10.219.241.80:52243 W0725 01:43:07.930164 46672 tcp_store.cc:193] Unknown command: 130816 from addr info:10.219.241.80:52243 W0725 01:43:07.930173 46672 tcp_store.cc:193] Unknown command: 218116096 from addr info:10.219.241.80:52243 W0725 01:43:07.930182 46672 tcp_store.cc:193] Unknown command: 704654336 from addr info:10.219.241.80:52243 W0725 01:43:07.930191 46672 tcp_store.cc:193] Unknown command: 50331904 from addr info:10.219.241.80:52243 W0725 01:43:07.930200 46672 tcp_store.cc:193] Unknown command: 17170944 from addr info:10.219.241.80:52243 W0725 01:43:07.930209 46672 tcp_store.cc:193] Unknown command: 33948422 from addr info:10.219.241.80:52243 W0725 01:43:07.930218 46672 tcp_store.cc:193] Unknown command: 50462978 from addr info:10.219.241.80:52243 W0725 01:43:07.930227 46672 tcp_store.cc:193] Unknown command: 16974338 from addr info:10.219.241.80:52243 W0725 01:43:07.930235 46672 tcp_store.cc:193] Unknown command: 33751811 from addr info:10.219.241.80:52243 W0725 01:43:07.930244 46672 tcp_store.cc:193] Unknown command: 50594052 from addr info:10.219.241.80:52243 W0725 01:43:07.930253 46672 tcp_store.cc:193] Unknown command: 16843268 from addr info:10.219.241.80:52243 W0725 01:43:07.930263 46672 tcp_store.cc:193] Unknown command: 33620737 from addr info:10.219.241.80:52243 W0725 01:43:07.930271 46672 tcp_store.cc:193] Unknown command: 50659589 from addr info:10.219.241.80:52243 W0725 01:43:12.974257 46672 tcp_store.cc:193] Unknown command: 1895825408 from addr info:10.219.241.80:52440 W0725 01:43:12.974328 46672 tcp_store.cc:193] Unknown command: 812548458 from addr info:10.219.241.80:52440 W0725 01:43:12.974334 46672 tcp_store.cc:193] Unknown command: 60910465 from addr info:10.219.241.80:52440 W0725 01:43:12.974341 46672 tcp_store.cc:193] Unknown command: -1576730366 from addr info:10.219.241.80:52440 W0725 01:43:12.974347 46672 tcp_store.cc:193] Unknown command: 167838211 from addr info:10.219.241.80:52440 W0725 01:43:12.974354 46672 tcp_store.cc:193] Unknown command: 811499940 from addr info:10.219.241.80:52440 W0725 01:43:12.974360 46672 tcp_store.cc:193] Unknown command: 50831452 from addr info:10.219.241.80:52440 W0725 01:43:12.974367 46672 tcp_store.cc:193] Unknown command: -2142240763 from addr info:10.219.241.80:52440 W0725 01:43:12.974373 46672 tcp_store.cc:193] Unknown command: 77729792 from addr info:10.219.241.80:52440 W0725 01:43:12.974380 46672 tcp_store.cc:193] Unknown command: 1296957979 from addr info:10.219.241.80:52440 W0725 01:43:12.974385 46672 tcp_store.cc:193] Unknown command: 355473315 from addr info:10.219.241.80:52440 W0725 01:43:12.974392 46672 tcp_store.cc:193] Unknown command: 16909216 from addr info:10.219.241.80:52440 W0725 01:43:12.974406 46672 tcp_store.cc:193] Unknown command: 806265088 from addr info:10.219.241.80:52440 W0725 01:43:12.974412 46672 tcp_store.cc:193] Unknown command: 1795562252 from addr info:10.219.241.80:52440 W0725 01:43:12.974418 46672 tcp_store.cc:193] Unknown command: 1735680626 from addr info:10.219.241.80:52440 W0725 01:43:12.974426 46672 tcp_store.cc:193] Unknown command: 1308760948 from addr info:10.219.241.80:52440 W0725 01:43:12.974431 46672 tcp_store.cc:193] Unknown command: 403809613 from addr info:10.219.241.80:52440 W0725 01:43:12.974437 46672 tcp_store.cc:193] Unknown command: 926494991 from addr info:10.219.241.80:52440 W0725 01:43:12.974443 46672 tcp_store.cc:193] Unknown command: 808529968 from addr info:10.219.241.80:52440 W0725 01:43:12.974449 46672 tcp_store.cc:193] Unknown command: 808464433 from addr info:10.219.241.80:52440 W0725 01:43:12.974455 46672 tcp_store.cc:193] Unknown command: 1513107504 from addr info:10.219.241.80:52440 W0725 01:43:12.974462 46672 tcp_store.cc:193] Unknown command: 67241639 from addr info:10.219.241.80:52440 W0725 01:43:12.974467 46672 tcp_store.cc:193] Unknown command: -642179553 from addr info:10.219.241.80:52440 W0725 01:43:12.974473 46672 tcp_store.cc:193] Unknown command: 355473320 from addr info:10.219.241.80:52440 W0725 01:43:12.974479 46672 tcp_store.cc:193] Unknown command: 34734338 from addr info:10.219.241.80:52440 W0725 01:43:12.974485 46672 tcp_store.cc:193] Unknown command: 16912641 from addr info:10.219.241.80:52440 W0725 01:43:12.974491 46672 tcp_store.cc:193] Unknown command: 385942032 from addr info:10.219.241.80:52440 W0725 01:43:12.974498 46672 tcp_store.cc:193] Unknown command: 33620226 from addr info:10.219.241.80:52440 W0725 01:43:12.974503 46672 tcp_store.cc:193] Unknown command: 16909057 from addr info:10.219.241.80:52440 W0725 01:43:18.028080 46672 tcp_store.cc:193] Unknown command: -1543503872 from addr info:10.219.241.80:52759 W0725 01:43:18.028159 46672 tcp_store.cc:193] Unknown command: 1112364031 from addr info:10.219.241.80:52759 W0725 01:43:18.028191 46672 tcp_store.cc:193] Unknown command: 114 from addr info:10.219.241.80:52759 W0725 01:43:18.028221 46672 tcp_store.cc:193] Unknown command: 1073809408 from addr info:10.219.241.80:52759 W0725 01:43:18.028286 46672 tcp_store.cc:193] Unknown command: 33587456 from addr info:10.219.241.80:52759 W0725 01:43:18.028317 46672 tcp_store.cc:193] Unknown command: 1310737232 from addr info:10.219.241.80:52759 W0725 01:43:18.028338 46672 tcp_store.cc:193] Unknown command: 1331123269 from addr info:10.219.241.80:52759 W0725 01:43:18.028350 46672 tcp_store.cc:193] Unknown command: 1344293714 from addr info:10.219.241.80:52759 W0725 01:43:18.028379 46672 tcp_store.cc:193] Unknown command: 1380405074 from addr info:10.219.241.80:52759 W0725 01:43:18.028396 46672 tcp_store.cc:193] Unknown command: 824200513 from addr info:10.219.241.80:52759 W0725 01:43:18.028414 46672 tcp_store.cc:193] Unknown command: 33566766 from addr info:10.219.241.80:52759 W0725 01:43:18.028442 46672 tcp_store.cc:193] Unknown command: 1380141389 from addr info:10.219.241.80:52759 W0725 01:43:18.028471 46672 tcp_store.cc:193] Unknown command: 1179603791 from addr info:10.219.241.80:52759 W0725 01:43:18.028501 46672 tcp_store.cc:193] Unknown command: 1162747988 from addr info:10.219.241.80:52759 W0725 01:43:18.028529 46672 tcp_store.cc:193] Unknown command: 1380931412 from addr info:10.219.241.80:52759 W0725 01:43:18.028571 46672 tcp_store.cc:193] Unknown command: 824202059 from addr info:10.219.241.80:52759 W0725 01:43:18.028599 46672 tcp_store.cc:193] Unknown command: 3354670 from addr info:10.219.241.80:52759 W0725 01:43:18.028645 46672 tcp_store.cc:193] Unknown command: 1128877314 from addr info:10.219.241.80:52759 W0725 01:43:18.028663 46672 tcp_store.cc:193] Unknown command: 1330859858 from addr info:10.219.241.80:52759 W0725 01:43:18.028679 46672 tcp_store.cc:193] Unknown command: 1310741574 from addr info:10.219.241.80:52759 W0725 01:43:18.028697 46672 tcp_store.cc:193] Unknown command: 1331123269 from addr info:10.219.241.80:52759 W0725 01:43:18.028738 46672 tcp_store.cc:193] Unknown command: 542329682 from addr info:10.219.241.80:52759 W0725 01:43:18.028753 46672 tcp_store.cc:193] Unknown command: 3157555 from addr info:10.219.241.80:52759 W0725 01:43:18.028764 46672 tcp_store.cc:193] Unknown command: 1312902146 from addr info:10.219.241.80:52759 W0725 01:43:18.028774 46672 tcp_store.cc:193] Unknown command: 827212109 from addr info:10.219.241.80:52759 W0725 01:43:18.028803 46672 tcp_store.cc:193] Unknown command: 33566766 from addr info:10.219.241.80:52759 W0725 01:43:18.028832 46672 tcp_store.cc:193] Unknown command: 774982988 from addr info:10.219.241.80:52759 W0725 01:43:18.028861 46672 tcp_store.cc:193] Unknown command: 808474674 from addr info:10.219.241.80:52759 W0725 01:43:18.028874 46672 tcp_store.cc:193] Unknown command: 1392640050 from addr info:10.219.241.80:52759 W0725 01:43:18.028904 46672 tcp_store.cc:193] Unknown command: 1633840481 from addr info:10.219.241.80:52759 W0725 01:43:18.028934 46672 tcp_store.cc:193] Unknown command: 1414398464 from addr info:10.219.241.80:52759 W0725 01:43:18.028964 46672 tcp_store.cc:193] Unknown command: 1312902176 from addr info:10.219.241.80:52759 W0725 01:43:18.028995 46672 tcp_store.cc:193] Unknown command: 541999437 from addr info:10.219.241.80:52759 W0725 01:43:18.029023 46672 tcp_store.cc:193] Unknown command: 3157553 from addr info:10.219.241.80:52759 W0725 01:43:18.029047 46672 tcp_store.cc:193] Unknown command: 542395906 from addr info:10.219.241.80:52759 W0725 01:43:18.029060 46672 tcp_store.cc:193] Unknown command: 807423308 from addr info:10.219.241.80:52759 W0725 01:43:18.029090 46672 tcp_store.cc:193] Unknown command: 3289390 from addr info:10.219.241.80:52759 W0725 01:43:23.062384 46672 tcp_store.cc:193] Unknown command: 721004 from addr info:10.219.241.80:52932 W0725 01:43:28.101292 46672 tcp_store.cc:193] Unknown command: 542393671 from addr info:10.219.241.80:53189 W0725 01:43:28.101352 46672 tcp_store.cc:193] Unknown command: 1667853871 from addr info:10.219.241.80:53189 W0725 01:43:28.101359 46672 tcp_store.cc:193] Unknown command: 808592741 from addr info:10.219.241.80:53189 W0725 01:43:28.101365 46672 tcp_store.cc:193] Unknown command: 1953656688 from addr info:10.219.241.80:53189 W0725 01:43:28.101372 46672 tcp_store.cc:193] Unknown command: 1127359859 from addr info:10.219.241.80:53189 W0725 01:43:28.101377 46672 tcp_store.cc:193] Unknown command: 1769100335 from addr info:10.219.241.80:53189 W0725 01:43:28.101383 46672 tcp_store.cc:193] Unknown command: 1766143525 from addr info:10.219.241.80:53189 W0725 01:43:28.101389 46672 tcp_store.cc:193] Unknown command: 1949202804 from addr info:10.219.241.80:53189 W0725 01:43:28.101395 46672 tcp_store.cc:193] Unknown command: 841315448 from addr info:10.219.241.80:53189 W0725 01:43:28.101401 46672 tcp_store.cc:193] Unknown command: 1801544293 from addr info:10.219.241.80:53189 W0725 01:43:28.101408 46672 tcp_store.cc:193] Unknown command: 1414809632 from addr info:10.219.241.80:53189 W0725 01:43:28.101413 46672 tcp_store.cc:193] Unknown command: 774975312 from addr info:10.219.241.80:53189 W0725 01:43:28.101419 46672 tcp_store.cc:193] Unknown command: 218762544 from addr info:10.219.241.80:53189 W0725 01:43:33.150768 46672 tcp_store.cc:193] Unknown command: 1717920769 from addr info:10.219.241.80:53501 W0725 01:43:33.150835 46672 tcp_store.cc:193] Unknown command: 1953264993 from addr info:10.219.241.80:53501 W0725 01:43:38.195536 46672 tcp_store.cc:193] Unknown command: 33840 from addr info:10.219.241.80:53977 W0725 01:43:38.195596 46672 tcp_store.cc:193] Unknown command: 16919808 from addr info:10.219.241.80:53977 W0725 01:43:38.195605 46672 tcp_store.cc:193] Unknown command: 8676103 from addr info:10.219.241.80:53977 W0725 01:43:38.195611 46672 tcp_store.cc:193] Unknown command: 69468160 from addr info:10.219.241.80:53977 W0725 01:43:38.195617 46672 tcp_store.cc:193] Unknown command: 68096 from addr info:10.219.241.80:53977 W0725 01:43:38.195623 46672 tcp_store.cc:193] Unknown command: 33554698 from addr info:10.219.241.80:53977 W0725 01:43:38.195650 46672 tcp_store.cc:193] Unknown command: 16908289 from addr info:10.219.241.80:53977 W0725 01:43:38.195657 46672 tcp_store.cc:193] Unknown command: 65892 from addr info:10.219.241.80:53977 W0725 01:43:38.195663 46672 tcp_store.cc:193] Unknown command: 1651444615 from addr info:10.219.241.80:53977 W0725 01:43:38.195669 46672 tcp_store.cc:193] Unknown command: 1952671082 from addr info:10.219.241.80:53977 W0725 01:43:38.195675 46672 tcp_store.cc:193] Unknown command: 1935764547 from addr info:10.219.241.80:53977 W0725 01:43:38.195681 46672 tcp_store.cc:193] Unknown command: 8663155 from addr info:10.219.241.80:53977 W0725 01:43:43.237905 46672 tcp_store.cc:193] Unknown command: 16911408 from addr info:10.219.241.80:54205 W0725 01:43:43.237946 46672 tcp_store.cc:193] Unknown command: 34037761 from addr info:10.219.241.80:54205 W0725 01:43:43.237953 46672 tcp_store.cc:193] Unknown command: 262657 from addr info:10.219.241.80:54205 W0725 01:43:48.276104 46672 tcp_store.cc:193] Unknown command: 1230262351 from addr info:10.219.241.80:54495 W0725 01:43:48.276151 46672 tcp_store.cc:193] Unknown command: 542330447 from addr info:10.219.241.80:54495 W0725 01:43:48.276160 46672 tcp_store.cc:193] Unknown command: 980445555 from addr info:10.219.241.80:54495 W0725 01:43:48.276176 46672 tcp_store.cc:193] Unknown command: 1394634094 from addr info:10.219.241.80:54495 W0725 01:43:48.276182 46672 tcp_store.cc:193] Unknown command: 841961545 from addr info:10.219.241.80:54495 W0725 01:43:48.276188 46672 tcp_store.cc:193] Unknown command: 168636462 from addr info:10.219.241.80:54495 W0725 01:43:48.276196 46672 tcp_store.cc:193] Unknown command: 979462486 from addr info:10.219.241.80:54495 W0725 01:43:48.276202 46672 tcp_store.cc:193] Unknown command: 1346982688 from addr info:10.219.241.80:54495 W0725 01:43:48.276209 46672 tcp_store.cc:193] Unknown command: 808333871 from addr info:10.219.241.80:54495 W0725 01:43:48.276216 46672 tcp_store.cc:193] Unknown command: 1346589743 from addr info:10.219.241.80:54495 W0725 01:43:48.276221 46672 tcp_store.cc:193] Unknown command: 997027360 from addr info:10.219.241.80:54495 W0725 01:43:48.276227 46672 tcp_store.cc:193] Unknown command: 1851880034 from addr info:10.219.241.80:54495 W0725 01:43:48.276233 46672 tcp_store.cc:193] Unknown command: 1715300451 from addr info:10.219.241.80:54495 W0725 01:43:48.276239 46672 tcp_store.cc:193] Unknown command: 168652655 from addr info:10.219.241.80:54495 W0725 01:43:48.276245 46672 tcp_store.cc:193] Unknown command: 1836020294 from addr info:10.219.241.80:54495 W0725 01:43:48.276252 46672 tcp_store.cc:193] Unknown command: 1933320250 from addr info:10.219.241.80:54495 W0725 01:43:48.276259 46672 tcp_store.cc:193] Unknown command: 1849323625 from addr info:10.219.241.80:54495 W0725 01:43:48.276266 46672 tcp_store.cc:193] Unknown command: 1835941997 from addr info:10.219.241.80:54495 W0725 01:43:48.276273 46672 tcp_store.cc:193] Unknown command: 1635007294 from addr info:10.219.241.80:54495 W0725 01:43:48.276278 46672 tcp_store.cc:193] Unknown command: 1869757799 from addr info:10.219.241.80:54495 W0725 01:43:48.276284 46672 tcp_store.cc:193] Unknown command: 168653935 from addr info:10.219.241.80:54495 W0725 01:43:48.276290 46672 tcp_store.cc:193] Unknown command: 540700500 from addr info:10.219.241.80:54495 W0725 01:43:48.276296 46672 tcp_store.cc:193] Unknown command: 1885958972 from addr info:10.219.241.80:54495 W0725 01:43:48.276302 46672 tcp_store.cc:193] Unknown command: 846032442 from addr info:10.219.241.80:54495 W0725 01:43:48.276309 46672 tcp_store.cc:193] Unknown command: 846032448 from addr info:10.219.241.80:54495 W0725 01:43:48.276316 46672 tcp_store.cc:193] Unknown command: 1124732222 from addr info:10.219.241.80:54495 W0725 01:43:48.276324 46672 tcp_store.cc:193] Unknown command: 762080353 from addr info:10.219.241.80:54495 W0725 01:43:48.276329 46672 tcp_store.cc:193] Unknown command: 540689481 from addr info:10.219.241.80:54495 W0725 01:43:48.276335 46672 tcp_store.cc:193] Unknown command: 808464437 from addr info:10.219.241.80:54495 W0725 01:43:48.276350 46672 tcp_store.cc:193] Unknown command: 1124732208 from addr info:10.219.241.80:54495 W0725 01:43:48.276355 46672 tcp_store.cc:193] Unknown command: 980510035 from addr info:10.219.241.80:54495 W0725 01:43:48.276361 46672 tcp_store.cc:193] Unknown command: 540161056 from addr info:10.219.241.80:54495 W0725 01:43:48.276367 46672 tcp_store.cc:193] Unknown command: 1230262351 from addr info:10.219.241.80:54495 W0725 01:43:48.276373 46672 tcp_store.cc:193] Unknown command: 223563343 from addr info:10.219.241.80:54495 W0725 01:43:48.276379 46672 tcp_store.cc:193] Unknown command: 2019642634 from addr info:10.219.241.80:54495 W0725 01:43:48.276384 46672 tcp_store.cc:193] Unknown command: 1919895085 from addr info:10.219.241.80:54495 W0725 01:43:48.276391 46672 tcp_store.cc:193] Unknown command: 1685217655 from addr info:10.219.241.80:54495 W0725 01:43:48.276396 46672 tcp_store.cc:193] Unknown command: 924858995 from addr info:10.219.241.80:54495 W0725 01:43:48.276402 46672 tcp_store.cc:193] Unknown command: 1124732208 from addr info:10.219.241.80:54495 W0725 01:43:48.276408 46672 tcp_store.cc:193] Unknown command: 1702129263 from addr info:10.219.241.80:54495 W0725 01:43:48.276414 46672 tcp_store.cc:193] Unknown command: 1278047342 from addr info:10.219.241.80:54495 W0725 01:43:48.276420 46672 tcp_store.cc:193] Unknown command: 1952935525 from addr info:10.219.241.80:54495 W0725 01:43:48.276425 46672 tcp_store.cc:193] Unknown command: 807418472 from addr info:10.219.241.80:54495 W0725 01:43:48.276432 46672 tcp_store.cc:193] Unknown command: 1866664461 from addr info:10.219.241.80:54495 W0725 01:43:48.276437 46672 tcp_store.cc:193] Unknown command: 1667331182 from addr info:10.219.241.80:54495 W0725 01:43:48.276443 46672 tcp_store.cc:193] Unknown command: 1008745076 from addr info:10.219.241.80:54495 W0725 01:43:48.276449 46672 tcp_store.cc:193] Unknown command: 980445555 from addr info:10.219.241.80:54495 W0725 01:43:48.276455 46672 tcp_store.cc:193] Unknown command: 1849716078 from addr info:10.219.241.80:54495 W0725 01:43:48.276461 46672 tcp_store.cc:193] Unknown command: 168640109 from addr info:10.219.241.80:54495 W0725 01:43:48.276466 46672 tcp_store.cc:193] Unknown command: 1701012289 from addr info:10.219.241.80:54495 W0725 01:43:48.276472 46672 tcp_store.cc:193] Unknown command: 540701808 from addr info:10.219.241.80:54495 W0725 01:43:48.276479 46672 tcp_store.cc:193] Unknown command: 1819308129 from addr info:10.219.241.80:54495 W0725 01:43:48.276484 46672 tcp_store.cc:193] Unknown command: 1952539497 from addr info:10.219.241.80:54495 W0725 01:43:48.276490 46672 tcp_store.cc:193] Unknown command: 795766633 from addr info:10.219.241.80:54495 W0725 01:43:48.276496 46672 tcp_store.cc:193] Unknown command: 225469555 from addr info:10.219.241.80:54495 W0725 01:43:55.815376 46672 tcp_store.cc:193] Unknown command: 1347243604 from addr info:10.219.241.80:54743 W0725 01:43:55.815466 46672 tcp_store.cc:193] Unknown command: 1162694228 from addr info:10.219.241.80:54743 W0725 01:43:55.815476 46672 tcp_store.cc:193] Unknown command: 262144 from addr info:10.219.241.80:54743 [07/25 01:44:23] ppdet.engine INFO: Epoch: [8] [34900/54024] learning_rate: 0.000100 loss_class: 0.726003 loss_bbox: 0.117940 loss_giou: 0.508066 loss_class_aux: 4.615859 loss_bbox_aux: 0.783503 loss_giou_aux: 3.211950 loss_class_dn: 0.361689 loss_bbox_dn: 0.107618 loss_giou_dn: 0.395460 loss_class_aux_dn: 1.939765 loss_bbox_aux_dn: 0.673441 loss_giou_aux_dn: 2.274168 loss: 15.747884 eta: 35 days, 4:22:19 batch_cost: 0.8800 data_cost: 0.0010 ips: 9.0908 images/s [07/25 01:45:52] ppdet.engine INFO: Epoch: [8] [35000/54024] learning_rate: 0.000100 loss_class: 0.719235 loss_bbox: 0.106514 loss_giou: 0.492575 loss_class_aux: 4.491172 loss_bbox_aux: 0.717726 loss_giou_aux: 3.090306 loss_class_dn: 0.342620 loss_bbox_dn: 0.106695 loss_giou_dn: 0.396146 loss_class_aux_dn: 1.860283 loss_bbox_aux_dn: 0.646965 loss_giou_aux_dn: 2.210947 loss: 15.057564 eta: 35 days, 4:20:05 batch_cost: 0.8476 data_cost: 0.0009 ips: 9.4386 images/s [07/25 01:47:16] ppdet.engine INFO: Epoch: [8] [35100/54024] learning_rate: 0.000100 loss_class: 0.694214 loss_bbox: 0.115887 loss_giou: 0.467683 loss_class_aux: 4.202543 loss_bbox_aux: 0.763039 loss_giou_aux: 2.938403 loss_class_dn: 0.327400 loss_bbox_dn: 0.112694 loss_giou_dn: 0.358612 loss_class_aux_dn: 1.790618 loss_bbox_aux_dn: 0.675061 loss_giou_aux_dn: 2.083109 loss: 14.834527 eta: 35 days, 4:16:51 batch_cost: 0.7943 data_cost: 0.0009 ips: 10.0724 images/s [07/25 01:48:39] ppdet.engine INFO: Epoch: [8] [35200/54024] learning_rate: 0.000100 loss_class: 0.697520 loss_bbox: 0.113264 loss_giou: 0.476488 loss_class_aux: 4.356087 loss_bbox_aux: 0.734477 loss_giou_aux: 2.963583 loss_class_dn: 0.347654 loss_bbox_dn: 0.103591 loss_giou_dn: 0.362092 loss_class_aux_dn: 1.865513 loss_bbox_aux_dn: 0.636272 loss_giou_aux_dn: 2.087315 loss: 15.114037 eta: 35 days, 4:13:24 batch_cost: 0.7829 data_cost: 0.0143 ips: 10.2190 images/s [07/25 01:50:08] ppdet.engine INFO: Epoch: [8] [35300/54024] learning_rate: 0.000100 loss_class: 0.692918 loss_bbox: 0.115059 loss_giou: 0.490174 loss_class_aux: 4.286644 loss_bbox_aux: 0.732153 loss_giou_aux: 3.047302 loss_class_dn: 0.334663 loss_bbox_dn: 0.109809 loss_giou_dn: 0.374945 loss_class_aux_dn: 1.825379 loss_bbox_aux_dn: 0.686582 loss_giou_aux_dn: 2.145406 loss: 14.766201 eta: 35 days, 4:11:09 batch_cost: 0.8470 data_cost: 0.0283 ips: 9.4449 images/s [07/25 01:51:45] ppdet.engine INFO: Epoch: [8] [35400/54024] learning_rate: 0.000100 loss_class: 0.693083 loss_bbox: 0.111466 loss_giou: 0.462819 loss_class_aux: 4.200177 loss_bbox_aux: 0.737383 loss_giou_aux: 2.859811 loss_class_dn: 0.331411 loss_bbox_dn: 0.102523 loss_giou_dn: 0.342461 loss_class_aux_dn: 1.808887 loss_bbox_aux_dn: 0.640425 loss_giou_aux_dn: 1.981528 loss: 14.680010 eta: 35 days, 4:10:24 batch_cost: 0.9276 data_cost: 0.0011 ips: 8.6243 images/s [07/25 01:53:15] ppdet.engine INFO: Epoch: [8] [35500/54024] learning_rate: 0.000100 loss_class: 0.678775 loss_bbox: 0.110972 loss_giou: 0.467832 loss_class_aux: 4.289204 loss_bbox_aux: 0.716683 loss_giou_aux: 2.957461 loss_class_dn: 0.327173 loss_bbox_dn: 0.107731 loss_giou_dn: 0.366820 loss_class_aux_dn: 1.786938 loss_bbox_aux_dn: 0.660998 loss_giou_aux_dn: 2.099131 loss: 14.631870 eta: 35 days, 4:08:20 batch_cost: 0.8562 data_cost: 0.0010 ips: 9.3438 images/s [07/25 01:54:53] ppdet.engine INFO: Epoch: [8] [35600/54024] learning_rate: 0.000100 loss_class: 0.689370 loss_bbox: 0.111865 loss_giou: 0.447213 loss_class_aux: 4.256913 loss_bbox_aux: 0.740316 loss_giou_aux: 2.887277 loss_class_dn: 0.323795 loss_bbox_dn: 0.104922 loss_giou_dn: 0.355239 loss_class_aux_dn: 1.778434 loss_bbox_aux_dn: 0.660523 loss_giou_aux_dn: 2.068769 loss: 14.731177 eta: 35 days, 4:07:46 batch_cost: 0.9369 data_cost: 0.0010 ips: 8.5391 images/s [07/25 01:56:32] ppdet.engine INFO: Epoch: [8] [35700/54024] learning_rate: 0.000100 loss_class: 0.693122 loss_bbox: 0.114807 loss_giou: 0.479732 loss_class_aux: 4.316927 loss_bbox_aux: 0.754993 loss_giou_aux: 3.002424 loss_class_dn: 0.349114 loss_bbox_dn: 0.110667 loss_giou_dn: 0.385796 loss_class_aux_dn: 1.898665 loss_bbox_aux_dn: 0.688684 loss_giou_aux_dn: 2.209324 loss: 15.094858 eta: 35 days, 4:07:15 batch_cost: 0.9396 data_cost: 0.0011 ips: 8.5143 images/s [07/25 01:58:06] ppdet.engine INFO: Epoch: [8] [35800/54024] learning_rate: 0.000100 loss_class: 0.694181 loss_bbox: 0.106510 loss_giou: 0.483082 loss_class_aux: 4.319214 loss_bbox_aux: 0.716911 loss_giou_aux: 3.014100 loss_class_dn: 0.337043 loss_bbox_dn: 0.100410 loss_giou_dn: 0.391571 loss_class_aux_dn: 1.825745 loss_bbox_aux_dn: 0.621274 loss_giou_aux_dn: 2.234735 loss: 14.768479 eta: 35 days, 4:05:58 batch_cost: 0.8986 data_cost: 0.0010 ips: 8.9025 images/s terminate called after throwing an instance of 'phi::enforce::EnforceNotMet' what(): (Fatal) 900 seconds elapsed after the first worker stopped, so we think there may be something wrong and will stop the master worker. You can use 'export FLAGS_stop_check_timeout=3600' to change the timeout value in seconds. The default one is 900 [Hint: Expected elapsed_seconds < _timeout, but received elapsed_seconds:900 >= _timeout:900.] (at /paddle/paddle/fluid/distributed/store/tcp_store.cc:235) -------------------------------------- C++ Traceback (most recent call last): -------------------------------------- No stack trace in paddle, may be caused by external reasons. ---------------------- Error Message Summary: ---------------------- FatalError: `Process abort signal` is detected by the operating system. [TimeInfo: *** Aborted at 1690250336 (unix time) try "date -d @1690250336" if you are using GNU date ***] [SignalInfo: *** SIGABRT (@0xb607) received by PID 46599 (TID 0x7f2207fff700) from PID 46599 ***] grep: warning: GREP_OPTIONS is deprecated; please use an alias or script I0725 02:22:03.847215 75218 tcp_utils.cc:181] The server starts to listen on IP_ANY:58466 I0725 02:22:03.847474 75218 tcp_utils.cc:130] Successfully connected to 10.21.226.186:58466 W0725 02:22:08.587461 75218 gpu_resources.cc:61] Please NOTE: device: 4, GPU Compute Capability: 7.0, Driver API Version: 12.0, Runtime API Version: 11.7 W0725 02:22:08.603585 75218 gpu_resources.cc:91] device: 4, cuDNN Version: 8.4. loading annotations into memory... Done (t=181.53s) creating index... index created! [07/25 02:25:42] ppdet.data.source.coco WARNING: Found an invalid bbox in annotations: im_id: 91534, area: 0.0 x1: 433.56384276160003, y1: 420.4645385728, x2: 439.66027832960003, y2: 420.4645385728. [07/25 02:25:48] ppdet.data.source.coco WARNING: Found an invalid bbox in annotations: im_id: 145983, area: 0.0 x1: 211.64685056, y1: 203.173278816, x2: 211.64685056, y2: 204.356811504. [07/25 02:26:02] ppdet.data.source.coco WARNING: Illegal image file: /paddle/workspace/dataset/obj365/train/patch6/objects365_v1_00320532.jpg, and it will be ignored [07/25 02:26:02] ppdet.data.source.coco WARNING: Illegal image file: /paddle/workspace/dataset/obj365/train/patch6/objects365_v1_00320534.jpg, and it will be ignored [07/25 02:26:03] ppdet.data.source.coco WARNING: Found an invalid bbox in annotations: im_id: 335604, area: 0.0 x1: 132.0651185036, y1: 490.995319296, x2: 136.152460152, y2: 490.995319296. [07/25 02:26:10] ppdet.data.source.coco WARNING: Found an invalid bbox in annotations: im_id: 403860, area: 0.0 x1: 379.8057250816, y1: 464.8757324436, x2: 379.8057250816, y2: 464.8757324436. [07/25 02:26:21] ppdet.data.source.coco WARNING: Found an invalid bbox in annotations: im_id: 521927, area: 0.0 x1: 55.575744628100004, y1: 270.0220947456, x2: 58.9324340495, y2: 270.0220947456. [07/25 02:26:22] ppdet.data.source.coco WARNING: Found an invalid bbox in annotations: im_id: 533112, area: 0.0 x1: 652.6395257820001, y1: 150.0715779584, x2: 652.6395257820001, y2: 152.5980086272. [07/25 02:26:23] ppdet.data.source.coco WARNING: Found an invalid bbox in annotations: im_id: 535871, area: 0.0 x1: 444.405273457, y1: 427.4860839936, x2: 444.405273457, y2: 431.7103271424. [07/25 02:26:23] ppdet.data.source.coco WARNING: Found an invalid bbox in annotations: im_id: 536966, area: 0.0 x1: 554.6245116984, y1: 299.9646606336, x2: 554.6245116984, y2: 315.069702144. [07/25 02:26:24] ppdet.data.source.coco WARNING: Found an invalid bbox in annotations: im_id: 547644, area: 0.0 x1: 432.0398170408, y1: 374.5224859648, x2: 432.0398170408, y2: 378.7821602816. [07/25 02:26:25] ppdet.data.source.coco WARNING: Found an invalid bbox in annotations: im_id: 548210, area: 0.0 x1: 193.9760131584, y1: 273.4229126144, x2: 193.9760131584, y2: 274.5556640768. [07/25 02:26:26] ppdet.data.source.coco WARNING: Found an invalid bbox in annotations: im_id: 555363, area: 0.0 x1: 337.9105372966, y1: 345.2622006784, x2: 337.9105372966, y2: 349.4704679424. [07/25 02:26:26] ppdet.data.source.coco WARNING: Found an invalid bbox in annotations: im_id: 560944, area: 0.0 x1: 281.2375488, y1: 306.20666505599996, x2: 282.417053248, y2: 306.20666505599996. [07/25 02:26:27] ppdet.data.source.coco WARNING: Found an invalid bbox in annotations: im_id: 574787, area: 0.0 x1: 633.690185536, y1: 370.5393676572, x2: 635.97998048, y2: 370.5393676572. [07/25 02:26:28] ppdet.data.source.coco WARNING: Found an invalid bbox in annotations: im_id: 580684, area: 0.0 x1: 92.80249024999999, y1: 246.2189331, x2: 92.80249024999999, y2: 252.5336914125. [07/25 02:26:30] ppdet.data.source.coco WARNING: Found an invalid bbox in annotations: im_id: 608537, area: 0.0 x1: 269.571228032, y1: 248.73785399999997, x2: 270.651184064, y2: 248.73785399999997. [07/25 02:26:44] ppdet.data.source.coco WARNING: Illegal image file: /paddle/workspace/dataset/obj365/train/patch16/objects365_v2_00908726.jpg, and it will be ignored [07/25 02:26:46] ppdet.data.source.coco WARNING: Found an invalid bbox in annotations: im_id: 929933, area: 0.0 x1: 498.22937010000004, y1: 203.9065551675, x2: 498.22937010000004, y2: 205.8240356343. [07/25 02:27:35] ppdet.data.source.coco WARNING: Found an invalid bbox in annotations: im_id: 1164740, area: 0.0 x1: 234.77111816250002, y1: 388.84838865, x2: 272.0889282375, y2: 388.84838865. [07/25 02:27:44] ppdet.data.source.coco WARNING: Found an invalid bbox in annotations: im_id: 1266099, area: 0.0 x1: 468.3398437888, y1: 225.9912109549, x2: 480.1809082368, y2: 225.9912109549. [07/25 02:27:53] ppdet.data.source.coco WARNING: Found an invalid bbox in annotations: im_id: 1352764, area: 0.0 x1: 54.923339850000005, y1: 234.52093504259997, x2: 57.0708008, y2: 234.52093504259997. [07/25 02:28:00] ppdet.data.source.coco WARNING: Found an invalid bbox in annotations: im_id: 1412918, area: 0.0 x1: 136.2822876, y1: 253.56500242500002, x2: 137.74902345, y2: 253.56500242500002. [07/25 02:28:03] ppdet.data.source.coco WARNING: Found an invalid bbox in annotations: im_id: 1446331, area: 0.0 x1: 252.4042969, y1: 332.95404053880003, x2: 253.48120115, y2: 332.95404053880003. [07/25 02:28:11] ppdet.data.source.coco WARNING: Found an invalid bbox in annotations: im_id: 1518543, area: 0.0 x1: 440.3457031168, y1: 274.5519409231, x2: 445.8432617472, y2: 274.5519409231. [07/25 02:28:24] ppdet.data.source.coco WARNING: Found an invalid bbox in annotations: im_id: 1647753, area: 0.0 x1: 227.7290649447, y1: 128.05914305, x2: 238.9132690452, y2: 128.05914305. [07/25 02:28:36] ppdet.data.source.coco WARNING: Found an invalid bbox in annotations: im_id: 1757038, area: 0.0 x1: 312.9022217216, y1: 489.3071288832, x2: 312.9022217216, y2: 490.59814456320004. [07/25 02:28:38] ppdet.data.source.coco WARNING: Found an invalid bbox in annotations: im_id: 1777092, area: 0.0 x1: 839.4415283397, y1: 80.8392944225, x2: 840.5001220902, y2: 80.8392944225. [07/25 02:28:39] ppdet.data.source.coco WARNING: Found an invalid bbox in annotations: im_id: 1791274, area: 0.0 x1: 246.031555167, y1: 405.0675659, x2: 246.031555167, y2: 410.47296145. [07/25 02:28:41] ppdet.data.source.coco WARNING: Found an invalid bbox in annotations: im_id: 1809953, area: 0.0 x1: 375.01086425, y1: 134.338439932, x2: 375.01086425, y2: 136.6105346846. [07/25 02:28:45] ppdet.data.source.coco WARNING: Found an invalid bbox in annotations: im_id: 1844801, area: 0.0 x1: 246.7679442944, y1: 437.6389160448, x2: 246.7679442944, y2: 437.6389160448. [07/25 02:28:47] ppdet.data.source.coco WARNING: Found an invalid bbox in annotations: im_id: 1860398, area: 0.0 x1: 18.9651489156, y1: 642.1688231936, x2: 18.9651489156, y2: 647.3116454912. [07/25 02:28:50] ppdet.data.source.coco WARNING: Found an invalid bbox in annotations: im_id: 1888478, area: 0.0 x1: 368.96051024999997, y1: 200.7771606279, x2: 368.96051024999997, y2: 202.46685790589999. [07/25 02:28:53] ppdet.data.source.coco WARNING: Found an invalid bbox in annotations: im_id: 1922548, area: 0.0 x1: 818.3527831552, y1: 439.1451416064, x2: 849.3343505408, y2: 439.1451416064. [07/25 02:29:03] ppdet.data.source.coco WARNING: Found an invalid bbox in annotations: im_id: 2014562, area: 0.0 x1: 105.85821535000001, y1: 210.82550047499998, x2: 105.85821535000001, y2: 223.60949707499998. [07/25 02:29:06] ppdet.data.source.coco WARNING: Found an invalid bbox in annotations: im_id: 2039519, area: 0.0 x1: 768.6341553152, y1: 253.5513305856, x2: 768.6341553152, y2: 254.72320558080003. [07/25 02:29:06] ppdet.data.source.coco WARNING: Found an invalid bbox in annotations: im_id: 2042531, area: 0.0 x1: 541.891357425, y1: 369.71459960000004, x2: 541.891357425, y2: 371.3296509. [07/25 02:29:09] ppdet.data.source.coco WARNING: Found an invalid bbox in annotations: im_id: 2072912, area: 0.0 x1: 0.1831055367, y1: 1690.2619628965, x2: 0.1831055367, y2: 1691.694335891. [07/25 02:29:25] ppdet.data.source.coco INFO: Load [1728775 samples valid, 13517 samples invalid] in file /paddle/workspace/dataset/obj365/annotations/zhiyuan_objv2_train.json. [07/25 02:29:51] ppdet.utils.checkpoint INFO: Exchange model and ema_model to load: [07/25 02:29:52] ppdet.utils.checkpoint INFO: Loading ema_model weights from ./output/rtdetr_r50vd_6x_coco/7.pdparams [07/25 02:29:52] ppdet.utils.checkpoint INFO: Loading model weights from ./output/rtdetr_r50vd_6x_coco/7.pdema [07/25 02:29:52] ppdet.utils.checkpoint INFO: Finish resuming model weights: ./output/rtdetr_r50vd_6x_coco/7.pdparams W0725 02:30:12.047395 75218 reducer.cc:622] All parameters are involved in the backward pass. It is recommended to set find_unused_parameters to False to improve performance. However, if unused parameters appear in subsequent iterative training, then an error will occur. Please make it clear that in the subsequent training, there will be no parameters that are not used in the backward pass, and then set find_unused_parameters [07/25 02:30:13] ppdet.engine INFO: Epoch: [8] [ 0/54024] learning_rate: 0.000100 loss_class: 0.602525 loss_bbox: 0.156295 loss_giou: 0.558223 loss_class_aux: 3.804504 loss_bbox_aux: 0.985485 loss_giou_aux: 3.583085 loss_class_dn: 0.327072 loss_bbox_dn: 0.105898 loss_giou_dn: 0.359572 loss_class_aux_dn: 1.750246 loss_bbox_aux_dn: 0.636181 loss_giou_aux_dn: 2.023576 loss: 14.892661 eta: 801 days, 22:19:25 batch_cost: 20.0393 data_cost: 0.0004 ips: 0.3992 images/s [07/25 02:32:03] ppdet.engine INFO: Epoch: [8] [ 100/54024] learning_rate: 0.000100 loss_class: 0.694215 loss_bbox: 0.111307 loss_giou: 0.494589 loss_class_aux: 4.261805 loss_bbox_aux: 0.714339 loss_giou_aux: 3.178378 loss_class_dn: 0.352136 loss_bbox_dn: 0.100896 loss_giou_dn: 0.391734 loss_class_aux_dn: 1.887417 loss_bbox_aux_dn: 0.628097 loss_giou_aux_dn: 2.253288 loss: 15.435955 eta: 49 days, 15:15:32 batch_cost: 1.0524 data_cost: 0.0972 ips: 7.6017 images/s [07/25 02:33:41] ppdet.engine INFO: Epoch: [8] [ 200/54024] learning_rate: 0.000100 loss_class: 0.723178 loss_bbox: 0.112534 loss_giou: 0.480742 loss_class_aux: 4.566542 loss_bbox_aux: 0.729342 loss_giou_aux: 2.993697 loss_class_dn: 0.328773 loss_bbox_dn: 0.104350 loss_giou_dn: 0.370230 loss_class_aux_dn: 1.803738 loss_bbox_aux_dn: 0.652533 loss_giou_aux_dn: 2.094571 loss: 14.921792 eta: 43 days, 16:43:18 batch_cost: 0.9421 data_cost: 0.0012 ips: 8.4914 images/s [07/25 02:35:11] ppdet.engine INFO: Epoch: [8] [ 300/54024] learning_rate: 0.000100 loss_class: 0.742683 loss_bbox: 0.119165 loss_giou: 0.529355 loss_class_aux: 4.613895 loss_bbox_aux: 0.790298 loss_giou_aux: 3.303429 loss_class_dn: 0.364167 loss_bbox_dn: 0.107827 loss_giou_dn: 0.411382 loss_class_aux_dn: 1.962075 loss_bbox_aux_dn: 0.680646 loss_giou_aux_dn: 2.332598 loss: 15.804212 eta: 40 days, 11:08:03 batch_cost: 0.8489 data_cost: 0.0006 ips: 9.4239 images/s [07/25 02:36:44] ppdet.engine INFO: Epoch: [8] [ 400/54024] learning_rate: 0.000100 loss_class: 0.714456 loss_bbox: 0.116506 loss_giou: 0.496017 loss_class_aux: 4.515285 loss_bbox_aux: 0.772426 loss_giou_aux: 3.161135 loss_class_dn: 0.353128 loss_bbox_dn: 0.104128 loss_giou_dn: 0.394824 loss_class_aux_dn: 1.863485 loss_bbox_aux_dn: 0.666785 loss_giou_aux_dn: 2.233739 loss: 15.353379 eta: 39 days, 5:33:42 batch_cost: 0.8879 data_cost: 0.0070 ips: 9.0103 images/s [07/25 02:38:25] ppdet.engine INFO: Epoch: [8] [ 500/54024] learning_rate: 0.000100 loss_class: 0.736345 loss_bbox: 0.116471 loss_giou: 0.485707 loss_class_aux: 4.534700 loss_bbox_aux: 0.775120 loss_giou_aux: 3.092823 loss_class_dn: 0.352914 loss_bbox_dn: 0.119301 loss_giou_dn: 0.389840 loss_class_aux_dn: 1.901129 loss_bbox_aux_dn: 0.722870 loss_giou_aux_dn: 2.178710 loss: 15.760361 eta: 39 days, 1:36:34 batch_cost: 0.9600 data_cost: 0.0475 ips: 8.3334 images/s [07/25 02:40:01] ppdet.engine INFO: Epoch: [8] [ 600/54024] learning_rate: 0.000100 loss_class: 0.741875 loss_bbox: 0.116475 loss_giou: 0.499536 loss_class_aux: 4.554527 loss_bbox_aux: 0.728240 loss_giou_aux: 3.208387 loss_class_dn: 0.348416 loss_bbox_dn: 0.110343 loss_giou_dn: 0.391959 loss_class_aux_dn: 1.914961 loss_bbox_aux_dn: 0.671962 loss_giou_aux_dn: 2.248733 loss: 15.725205 eta: 38 days, 15:23:37 batch_cost: 0.9126 data_cost: 0.0375 ips: 8.7660 images/s [07/25 02:41:34] ppdet.engine INFO: Epoch: [8] [ 700/54024] learning_rate: 0.000100 loss_class: 0.721954 loss_bbox: 0.120339 loss_giou: 0.531785 loss_class_aux: 4.499656 loss_bbox_aux: 0.776503 loss_giou_aux: 3.305377 loss_class_dn: 0.355800 loss_bbox_dn: 0.110066 loss_giou_dn: 0.409340 loss_class_aux_dn: 1.943000 loss_bbox_aux_dn: 0.667173 loss_giou_aux_dn: 2.289551 loss: 15.917819 eta: 38 days, 4:23:56 batch_cost: 0.8857 data_cost: 0.0904 ips: 9.0324 images/s [07/25 02:43:02] ppdet.engine INFO: Epoch: [8] [ 800/54024] learning_rate: 0.000100 loss_class: 0.687662 loss_bbox: 0.107543 loss_giou: 0.527701 loss_class_aux: 4.245638 loss_bbox_aux: 0.699081 loss_giou_aux: 3.242157 loss_class_dn: 0.346001 loss_bbox_dn: 0.100490 loss_giou_dn: 0.391066 loss_class_aux_dn: 1.872982 loss_bbox_aux_dn: 0.627065 loss_giou_aux_dn: 2.219967 loss: 14.898346 eta: 37 days, 14:00:57 batch_cost: 0.8346 data_cost: 0.0007 ips: 9.5855 images/s [07/25 02:44:27] ppdet.engine INFO: Epoch: [8] [ 900/54024] learning_rate: 0.000100 loss_class: 0.647468 loss_bbox: 0.116041 loss_giou: 0.503651 loss_class_aux: 4.069445 loss_bbox_aux: 0.743202 loss_giou_aux: 3.090942 loss_class_dn: 0.332699 loss_bbox_dn: 0.107193 loss_giou_dn: 0.394962 loss_class_aux_dn: 1.788209 loss_bbox_aux_dn: 0.666098 loss_giou_aux_dn: 2.218648 loss: 15.031661 eta: 36 days, 23:01:56 batch_cost: 0.7990 data_cost: 0.0013 ips: 10.0120 images/s [07/25 02:45:54] ppdet.engine INFO: Epoch: [8] [ 1000/54024] learning_rate: 0.000100 loss_class: 0.754734 loss_bbox: 0.117234 loss_giou: 0.517535 loss_class_aux: 4.726739 loss_bbox_aux: 0.773291 loss_giou_aux: 3.277116 loss_class_dn: 0.374578 loss_bbox_dn: 0.112253 loss_giou_dn: 0.398015 loss_class_aux_dn: 2.030119 loss_bbox_aux_dn: 0.673638 loss_giou_aux_dn: 2.254227 loss: 16.298059 eta: 36 days, 13:14:22 batch_cost: 0.8220 data_cost: 0.0006 ips: 9.7324 images/s [07/25 02:47:18] ppdet.engine INFO: Epoch: [8] [ 1100/54024] learning_rate: 0.000100 loss_class: 0.680671 loss_bbox: 0.107907 loss_giou: 0.482925 loss_class_aux: 4.181910 loss_bbox_aux: 0.702222 loss_giou_aux: 3.069577 loss_class_dn: 0.337146 loss_bbox_dn: 0.103154 loss_giou_dn: 0.373009 loss_class_aux_dn: 1.825154 loss_bbox_aux_dn: 0.627958 loss_giou_aux_dn: 2.121853 loss: 15.014887 eta: 36 days, 2:56:08 batch_cost: 0.7958 data_cost: 0.0006 ips: 10.0530 images/s [07/25 02:48:56] ppdet.engine INFO: Epoch: [8] [ 1200/54024] learning_rate: 0.000100 loss_class: 0.711611 loss_bbox: 0.109204 loss_giou: 0.488716 loss_class_aux: 4.460199 loss_bbox_aux: 0.728879 loss_giou_aux: 3.072253 loss_class_dn: 0.347633 loss_bbox_dn: 0.105107 loss_giou_dn: 0.363053 loss_class_aux_dn: 1.884645 loss_bbox_aux_dn: 0.637925 loss_giou_aux_dn: 2.071028 loss: 15.144402 eta: 36 days, 5:36:49 batch_cost: 0.9368 data_cost: 0.0006 ips: 8.5401 images/s [07/25 02:50:33] ppdet.engine INFO: Epoch: [8] [ 1300/54024] learning_rate: 0.000100 loss_class: 0.760258 loss_bbox: 0.127239 loss_giou: 0.522408 loss_class_aux: 4.653328 loss_bbox_aux: 0.812166 loss_giou_aux: 3.256632 loss_class_dn: 0.374381 loss_bbox_dn: 0.113516 loss_giou_dn: 0.421951 loss_class_aux_dn: 2.035469 loss_bbox_aux_dn: 0.704084 loss_giou_aux_dn: 2.398559 loss: 16.930684 eta: 36 days, 6:48:52 batch_cost: 0.9224 data_cost: 0.0749 ips: 8.6733 images/s [07/25 02:52:44] ppdet.engine INFO: Epoch: [8] [ 1400/54024] learning_rate: 0.000100 loss_class: 0.708698 loss_bbox: 0.117126 loss_giou: 0.489477 loss_class_aux: 4.433380 loss_bbox_aux: 0.740014 loss_giou_aux: 3.034475 loss_class_dn: 0.346629 loss_bbox_dn: 0.107383 loss_giou_dn: 0.377898 loss_class_aux_dn: 1.853562 loss_bbox_aux_dn: 0.650085 loss_giou_aux_dn: 2.156691 loss: 15.003348 eta: 37 days, 7:17:10 batch_cost: 1.2645 data_cost: 0.4456 ips: 6.3265 images/s [07/25 02:54:13] ppdet.engine INFO: Epoch: [8] [ 1500/54024] learning_rate: 0.000100 loss_class: 0.715275 loss_bbox: 0.117594 loss_giou: 0.494782 loss_class_aux: 4.467913 loss_bbox_aux: 0.764256 loss_giou_aux: 3.047762 loss_class_dn: 0.349426 loss_bbox_dn: 0.111292 loss_giou_dn: 0.367484 loss_class_aux_dn: 1.859530 loss_bbox_aux_dn: 0.674113 loss_giou_aux_dn: 2.135690 loss: 15.032244 eta: 37 days, 1:41:41 batch_cost: 0.8455 data_cost: 0.0006 ips: 9.4614 images/s [07/25 02:55:37] ppdet.engine INFO: Epoch: [8] [ 1600/54024] learning_rate: 0.000100 loss_class: 0.706324 loss_bbox: 0.114604 loss_giou: 0.556653 loss_class_aux: 4.395755 loss_bbox_aux: 0.750676 loss_giou_aux: 3.509194 loss_class_dn: 0.352050 loss_bbox_dn: 0.102853 loss_giou_dn: 0.414272 loss_class_aux_dn: 1.894688 loss_bbox_aux_dn: 0.607152 loss_giou_aux_dn: 2.356843 loss: 15.958217 eta: 36 days, 17:53:33 batch_cost: 0.7971 data_cost: 0.0048 ips: 10.0369 images/s [07/25 02:57:04] ppdet.engine INFO: Epoch: [8] [ 1700/54024] learning_rate: 0.000100 loss_class: 0.688675 loss_bbox: 0.115557 loss_giou: 0.496729 loss_class_aux: 4.225856 loss_bbox_aux: 0.745981 loss_giou_aux: 3.132529 loss_class_dn: 0.339563 loss_bbox_dn: 0.102788 loss_giou_dn: 0.375672 loss_class_aux_dn: 1.832069 loss_bbox_aux_dn: 0.633331 loss_giou_aux_dn: 2.173721 loss: 15.301995 eta: 36 days, 12:23:59 batch_cost: 0.8218 data_cost: 0.0008 ips: 9.7350 images/s [07/25 02:58:32] ppdet.engine INFO: Epoch: [8] [ 1800/54024] learning_rate: 0.000100 loss_class: 0.681091 loss_bbox: 0.113160 loss_giou: 0.467791 loss_class_aux: 4.227953 loss_bbox_aux: 0.752513 loss_giou_aux: 2.925232 loss_class_dn: 0.341300 loss_bbox_dn: 0.104419 loss_giou_dn: 0.350462 loss_class_aux_dn: 1.834342 loss_bbox_aux_dn: 0.672254 loss_giou_aux_dn: 2.030794 loss: 14.824544 eta: 36 days, 8:16:39 batch_cost: 0.8361 data_cost: 0.0011 ips: 9.5683 images/s [07/25 03:00:22] ppdet.engine INFO: Epoch: [8] [ 1900/54024] learning_rate: 0.000100 loss_class: 0.708123 loss_bbox: 0.119675 loss_giou: 0.500949 loss_class_aux: 4.387930 loss_bbox_aux: 0.790356 loss_giou_aux: 3.128771 loss_class_dn: 0.354867 loss_bbox_dn: 0.112817 loss_giou_dn: 0.384000 loss_class_aux_dn: 1.872191 loss_bbox_aux_dn: 0.706663 loss_giou_aux_dn: 2.205419 loss: 15.577386 eta: 36 days, 15:57:01 batch_cost: 1.0611 data_cost: 0.0031 ips: 7.5390 images/s [07/25 03:01:54] ppdet.engine INFO: Epoch: [8] [ 2000/54024] learning_rate: 0.000100 loss_class: 0.708326 loss_bbox: 0.110689 loss_giou: 0.477021 loss_class_aux: 4.501154 loss_bbox_aux: 0.700221 loss_giou_aux: 3.001991 loss_class_dn: 0.337410 loss_bbox_dn: 0.103686 loss_giou_dn: 0.368688 loss_class_aux_dn: 1.879790 loss_bbox_aux_dn: 0.635180 loss_giou_aux_dn: 2.115572 loss: 14.984217 eta: 36 days, 13:26:37 batch_cost: 0.8650 data_cost: 0.0777 ips: 9.2487 images/s [07/25 03:03:21] ppdet.engine INFO: Epoch: [8] [ 2100/54024] learning_rate: 0.000100 loss_class: 0.683487 loss_bbox: 0.114425 loss_giou: 0.467419 loss_class_aux: 4.175336 loss_bbox_aux: 0.731733 loss_giou_aux: 2.966150 loss_class_dn: 0.346804 loss_bbox_dn: 0.109718 loss_giou_dn: 0.382953 loss_class_aux_dn: 1.839074 loss_bbox_aux_dn: 0.646528 loss_giou_aux_dn: 2.202673 loss: 15.138573 eta: 36 days, 9:17:56 batch_cost: 0.8240 data_cost: 0.0012 ips: 9.7092 images/s [07/25 03:05:06] ppdet.engine INFO: Epoch: [8] [ 2200/54024] learning_rate: 0.000100 loss_class: 0.720316 loss_bbox: 0.113875 loss_giou: 0.553657 loss_class_aux: 4.523803 loss_bbox_aux: 0.763393 loss_giou_aux: 3.399741 loss_class_dn: 0.368858 loss_bbox_dn: 0.102647 loss_giou_dn: 0.399021 loss_class_aux_dn: 1.976218 loss_bbox_aux_dn: 0.651568 loss_giou_aux_dn: 2.281430 loss: 15.975001 eta: 36 days, 13:24:33 batch_cost: 1.0047 data_cost: 0.0555 ips: 7.9628 images/s [07/25 03:06:29] ppdet.engine INFO: Epoch: [8] [ 2300/54024] learning_rate: 0.000100 loss_class: 0.694734 loss_bbox: 0.108346 loss_giou: 0.500859 loss_class_aux: 4.327920 loss_bbox_aux: 0.727485 loss_giou_aux: 3.167100 loss_class_dn: 0.346912 loss_bbox_dn: 0.104362 loss_giou_dn: 0.385077 loss_class_aux_dn: 1.871442 loss_bbox_aux_dn: 0.639180 loss_giou_aux_dn: 2.196631 loss: 15.163789 eta: 36 days, 8:05:22 batch_cost: 0.7872 data_cost: 0.0009 ips: 10.1624 images/s [07/25 03:08:02] ppdet.engine INFO: Epoch: [8] [ 2400/54024] learning_rate: 0.000100 loss_class: 0.716733 loss_bbox: 0.124230 loss_giou: 0.514042 loss_class_aux: 4.511395 loss_bbox_aux: 0.810604 loss_giou_aux: 3.180682 loss_class_dn: 0.356400 loss_bbox_dn: 0.115834 loss_giou_dn: 0.389116 loss_class_aux_dn: 1.914982 loss_bbox_aux_dn: 0.709002 loss_giou_aux_dn: 2.235313 loss: 15.713702 eta: 36 days, 7:23:04 batch_cost: 0.8916 data_cost: 0.0006 ips: 8.9724 images/s [07/25 03:09:44] ppdet.engine INFO: Epoch: [8] [ 2500/54024] learning_rate: 0.000100 loss_class: 0.680088 loss_bbox: 0.108870 loss_giou: 0.486170 loss_class_aux: 4.221745 loss_bbox_aux: 0.718245 loss_giou_aux: 3.051994 loss_class_dn: 0.339210 loss_bbox_dn: 0.101299 loss_giou_dn: 0.378469 loss_class_aux_dn: 1.828123 loss_bbox_aux_dn: 0.622564 loss_giou_aux_dn: 2.159039 loss: 14.859706 eta: 36 days, 9:38:36 batch_cost: 0.9674 data_cost: 0.0918 ips: 8.2692 images/s [07/25 03:11:24] ppdet.engine INFO: Epoch: [8] [ 2600/54024] learning_rate: 0.000100 loss_class: 0.691349 loss_bbox: 0.110712 loss_giou: 0.480881 loss_class_aux: 4.402765 loss_bbox_aux: 0.716351 loss_giou_aux: 2.997802 loss_class_dn: 0.338611 loss_bbox_dn: 0.102334 loss_giou_dn: 0.369268 loss_class_aux_dn: 1.838228 loss_bbox_aux_dn: 0.632438 loss_giou_aux_dn: 2.092362 loss: 14.751899 eta: 36 days, 11:20:49 batch_cost: 0.9572 data_cost: 0.0210 ips: 8.3581 images/s [07/25 03:12:49] ppdet.engine INFO: Epoch: [8] [ 2700/54024] learning_rate: 0.000100 loss_class: 0.736475 loss_bbox: 0.117338 loss_giou: 0.526869 loss_class_aux: 4.569310 loss_bbox_aux: 0.761391 loss_giou_aux: 3.286753 loss_class_dn: 0.366873 loss_bbox_dn: 0.111201 loss_giou_dn: 0.395330 loss_class_aux_dn: 2.002232 loss_bbox_aux_dn: 0.705360 loss_giou_aux_dn: 2.268717 loss: 16.176593 eta: 36 days, 7:39:41 batch_cost: 0.8091 data_cost: 0.0006 ips: 9.8877 images/s [07/25 03:14:22] ppdet.engine INFO: Epoch: [8] [ 2800/54024] learning_rate: 0.000100 loss_class: 0.678754 loss_bbox: 0.102839 loss_giou: 0.513239 loss_class_aux: 4.262396 loss_bbox_aux: 0.687946 loss_giou_aux: 3.215521 loss_class_dn: 0.343964 loss_bbox_dn: 0.102284 loss_giou_dn: 0.384305 loss_class_aux_dn: 1.822485 loss_bbox_aux_dn: 0.598966 loss_giou_aux_dn: 2.198475 loss: 15.003611 eta: 36 days, 6:50:36 batch_cost: 0.8851 data_cost: 0.0006 ips: 9.0381 images/s [07/25 03:15:50] ppdet.engine INFO: Epoch: [8] [ 2900/54024] learning_rate: 0.000100 loss_class: 0.724955 loss_bbox: 0.113727 loss_giou: 0.542528 loss_class_aux: 4.503389 loss_bbox_aux: 0.760837 loss_giou_aux: 3.389123 loss_class_dn: 0.362506 loss_bbox_dn: 0.106491 loss_giou_dn: 0.407798 loss_class_aux_dn: 1.924145 loss_bbox_aux_dn: 0.655144 loss_giou_aux_dn: 2.295567 loss: 16.153701 eta: 36 days, 4:31:19 batch_cost: 0.8380 data_cost: 0.0006 ips: 9.5460 images/s [07/25 03:17:17] ppdet.engine INFO: Epoch: [8] [ 3000/54024] learning_rate: 0.000100 loss_class: 0.650946 loss_bbox: 0.113330 loss_giou: 0.487537 loss_class_aux: 4.090675 loss_bbox_aux: 0.746910 loss_giou_aux: 3.089045 loss_class_dn: 0.348127 loss_bbox_dn: 0.101230 loss_giou_dn: 0.373413 loss_class_aux_dn: 1.875400 loss_bbox_aux_dn: 0.616482 loss_giou_aux_dn: 2.112962 loss: 14.995775 eta: 36 days, 2:02:15 batch_cost: 0.8282 data_cost: 0.0240 ips: 9.6600 images/s [07/25 03:18:50] ppdet.engine INFO: Epoch: [8] [ 3100/54024] learning_rate: 0.000100 loss_class: 0.688587 loss_bbox: 0.112286 loss_giou: 0.468694 loss_class_aux: 4.288410 loss_bbox_aux: 0.751008 loss_giou_aux: 2.983178 loss_class_dn: 0.341840 loss_bbox_dn: 0.112967 loss_giou_dn: 0.378246 loss_class_aux_dn: 1.849087 loss_bbox_aux_dn: 0.681833 loss_giou_aux_dn: 2.121727 loss: 14.939719 eta: 36 days, 1:15:34 batch_cost: 0.8782 data_cost: 0.0166 ips: 9.1099 images/s [07/25 03:20:28] ppdet.engine INFO: Epoch: [8] [ 3200/54024] learning_rate: 0.000100 loss_class: 0.728286 loss_bbox: 0.122766 loss_giou: 0.497316 loss_class_aux: 4.535924 loss_bbox_aux: 0.806912 loss_giou_aux: 3.183326 loss_class_dn: 0.356846 loss_bbox_dn: 0.117132 loss_giou_dn: 0.384241 loss_class_aux_dn: 1.939423 loss_bbox_aux_dn: 0.723210 loss_giou_aux_dn: 2.198370 loss: 15.835129 eta: 36 days, 2:20:27 batch_cost: 0.9386 data_cost: 0.0304 ips: 8.5230 images/s [07/25 03:21:58] ppdet.engine INFO: Epoch: [8] [ 3300/54024] learning_rate: 0.000100 loss_class: 0.677836 loss_bbox: 0.114377 loss_giou: 0.514450 loss_class_aux: 4.229558 loss_bbox_aux: 0.748361 loss_giou_aux: 3.183946 loss_class_dn: 0.358462 loss_bbox_dn: 0.099232 loss_giou_dn: 0.382776 loss_class_aux_dn: 1.953994 loss_bbox_aux_dn: 0.622815 loss_giou_aux_dn: 2.148349 loss: 15.362805 eta: 36 days, 1:00:06 batch_cost: 0.8577 data_cost: 0.0583 ips: 9.3277 images/s [07/25 03:23:21] ppdet.engine INFO: Epoch: [8] [ 3400/54024] learning_rate: 0.000100 loss_class: 0.710072 loss_bbox: 0.114663 loss_giou: 0.535202 loss_class_aux: 4.402512 loss_bbox_aux: 0.750589 loss_giou_aux: 3.370334 loss_class_dn: 0.347625 loss_bbox_dn: 0.110565 loss_giou_dn: 0.400628 loss_class_aux_dn: 1.895479 loss_bbox_aux_dn: 0.675019 loss_giou_aux_dn: 2.278517 loss: 15.543662 eta: 35 days, 21:36:21 batch_cost: 0.7820 data_cost: 0.0007 ips: 10.2298 images/s [07/25 03:24:55] ppdet.engine INFO: Epoch: [8] [ 3500/54024] learning_rate: 0.000100 loss_class: 0.675974 loss_bbox: 0.108448 loss_giou: 0.496519 loss_class_aux: 4.338042 loss_bbox_aux: 0.715271 loss_giou_aux: 3.147198 loss_class_dn: 0.339695 loss_bbox_dn: 0.106861 loss_giou_dn: 0.389694 loss_class_aux_dn: 1.833326 loss_bbox_aux_dn: 0.654719 loss_giou_aux_dn: 2.212700 loss: 14.711999 eta: 35 days, 21:22:17 batch_cost: 0.8903 data_cost: 0.0123 ips: 8.9853 images/s [07/25 03:26:50] ppdet.engine INFO: Epoch: [8] [ 3600/54024] learning_rate: 0.000100 loss_class: 0.687220 loss_bbox: 0.114390 loss_giou: 0.501635 loss_class_aux: 4.266714 loss_bbox_aux: 0.760098 loss_giou_aux: 3.109223 loss_class_dn: 0.344386 loss_bbox_dn: 0.096141 loss_giou_dn: 0.388140 loss_class_aux_dn: 1.870064 loss_bbox_aux_dn: 0.606086 loss_giou_aux_dn: 2.204437 loss: 15.733257 eta: 36 days, 2:46:35 batch_cost: 1.1016 data_cost: 0.2669 ips: 7.2623 images/s [07/25 03:28:19] ppdet.engine INFO: Epoch: [8] [ 3700/54024] learning_rate: 0.000100 loss_class: 0.699282 loss_bbox: 0.118294 loss_giou: 0.525930 loss_class_aux: 4.317347 loss_bbox_aux: 0.770440 loss_giou_aux: 3.293740 loss_class_dn: 0.353959 loss_bbox_dn: 0.104694 loss_giou_dn: 0.403089 loss_class_aux_dn: 1.940319 loss_bbox_aux_dn: 0.661215 loss_giou_aux_dn: 2.304345 loss: 15.625994 eta: 36 days, 1:10:09 batch_cost: 0.8424 data_cost: 0.0328 ips: 9.4967 images/s [07/25 03:29:50] ppdet.engine INFO: Epoch: [8] [ 3800/54024] learning_rate: 0.000100 loss_class: 0.681844 loss_bbox: 0.113937 loss_giou: 0.453601 loss_class_aux: 4.251333 loss_bbox_aux: 0.740174 loss_giou_aux: 2.844213 loss_class_dn: 0.337741 loss_bbox_dn: 0.109368 loss_giou_dn: 0.351466 loss_class_aux_dn: 1.830518 loss_bbox_aux_dn: 0.664911 loss_giou_aux_dn: 1.993375 loss: 14.456804 eta: 36 days, 0:07:24 batch_cost: 0.8613 data_cost: 0.0197 ips: 9.2879 images/s [07/25 03:31:20] ppdet.engine INFO: Epoch: [8] [ 3900/54024] learning_rate: 0.000100 loss_class: 0.670025 loss_bbox: 0.113795 loss_giou: 0.486402 loss_class_aux: 4.196925 loss_bbox_aux: 0.720686 loss_giou_aux: 3.051174 loss_class_dn: 0.342625 loss_bbox_dn: 0.107451 loss_giou_dn: 0.373718 loss_class_aux_dn: 1.835566 loss_bbox_aux_dn: 0.642567 loss_giou_aux_dn: 2.112060 loss: 14.804684 eta: 35 days, 22:51:07 batch_cost: 0.8500 data_cost: 0.0205 ips: 9.4113 images/s [07/25 03:32:54] ppdet.engine INFO: Epoch: [8] [ 4000/54024] learning_rate: 0.000100 loss_class: 0.717340 loss_bbox: 0.118418 loss_giou: 0.513377 loss_class_aux: 4.492028 loss_bbox_aux: 0.773927 loss_giou_aux: 3.264586 loss_class_dn: 0.361388 loss_bbox_dn: 0.102944 loss_giou_dn: 0.404240 loss_class_aux_dn: 1.944272 loss_bbox_aux_dn: 0.646502 loss_giou_aux_dn: 2.257404 loss: 15.742631 eta: 35 days, 22:41:38 batch_cost: 0.8939 data_cost: 0.0006 ips: 8.9498 images/s [07/25 03:34:31] ppdet.engine INFO: Epoch: [8] [ 4100/54024] learning_rate: 0.000100 loss_class: 0.725704 loss_bbox: 0.110882 loss_giou: 0.523713 loss_class_aux: 4.435338 loss_bbox_aux: 0.728653 loss_giou_aux: 3.239502 loss_class_dn: 0.346191 loss_bbox_dn: 0.104312 loss_giou_dn: 0.395170 loss_class_aux_dn: 1.867796 loss_bbox_aux_dn: 0.616772 loss_giou_aux_dn: 2.260743 loss: 15.690640 eta: 35 days, 23:15:34 batch_cost: 0.9245 data_cost: 0.0152 ips: 8.6531 images/s [07/25 03:36:01] ppdet.engine INFO: Epoch: [8] [ 4200/54024] learning_rate: 0.000100 loss_class: 0.692248 loss_bbox: 0.116800 loss_giou: 0.495094 loss_class_aux: 4.247017 loss_bbox_aux: 0.749743 loss_giou_aux: 3.112663 loss_class_dn: 0.347265 loss_bbox_dn: 0.109523 loss_giou_dn: 0.374266 loss_class_aux_dn: 1.896042 loss_bbox_aux_dn: 0.659343 loss_giou_aux_dn: 2.150371 loss: 15.064517 eta: 35 days, 22:04:06 batch_cost: 0.8488 data_cost: 0.0013 ips: 9.4248 images/s [07/25 03:37:32] ppdet.engine INFO: Epoch: [8] [ 4300/54024] learning_rate: 0.000100 loss_class: 0.690646 loss_bbox: 0.109639 loss_giou: 0.496066 loss_class_aux: 4.263217 loss_bbox_aux: 0.722584 loss_giou_aux: 3.081108 loss_class_dn: 0.342895 loss_bbox_dn: 0.096200 loss_giou_dn: 0.367669 loss_class_aux_dn: 1.868962 loss_bbox_aux_dn: 0.590141 loss_giou_aux_dn: 2.116809 loss: 15.057175 eta: 35 days, 21:16:10 batch_cost: 0.8640 data_cost: 0.0006 ips: 9.2594 images/s [07/25 03:38:57] ppdet.engine INFO: Epoch: [8] [ 4400/54024] learning_rate: 0.000100 loss_class: 0.692127 loss_bbox: 0.111204 loss_giou: 0.511297 loss_class_aux: 4.314033 loss_bbox_aux: 0.721732 loss_giou_aux: 3.218940 loss_class_dn: 0.357662 loss_bbox_dn: 0.113101 loss_giou_dn: 0.382637 loss_class_aux_dn: 1.940382 loss_bbox_aux_dn: 0.676685 loss_giou_aux_dn: 2.191631 loss: 15.489320 eta: 35 days, 19:14:16 batch_cost: 0.8058 data_cost: 0.0006 ips: 9.9280 images/s [07/25 03:40:22] ppdet.engine INFO: Epoch: [8] [ 4500/54024] learning_rate: 0.000100 loss_class: 0.735280 loss_bbox: 0.116261 loss_giou: 0.529847 loss_class_aux: 4.554866 loss_bbox_aux: 0.753382 loss_giou_aux: 3.325591 loss_class_dn: 0.372787 loss_bbox_dn: 0.106318 loss_giou_dn: 0.395398 loss_class_aux_dn: 1.993270 loss_bbox_aux_dn: 0.637449 loss_giou_aux_dn: 2.258318 loss: 16.115916 eta: 35 days, 17:11:48 batch_cost: 0.8012 data_cost: 0.0006 ips: 9.9854 images/s [07/25 03:41:54] ppdet.engine INFO: Epoch: [8] [ 4600/54024] learning_rate: 0.000100 loss_class: 0.717969 loss_bbox: 0.125447 loss_giou: 0.549328 loss_class_aux: 4.489779 loss_bbox_aux: 0.825182 loss_giou_aux: 3.425978 loss_class_dn: 0.364423 loss_bbox_dn: 0.105958 loss_giou_dn: 0.414700 loss_class_aux_dn: 1.985290 loss_bbox_aux_dn: 0.662421 loss_giou_aux_dn: 2.347774 loss: 16.326405 eta: 35 days, 16:50:57 batch_cost: 0.8782 data_cost: 0.0006 ips: 9.1096 images/s [07/25 03:43:20] ppdet.engine INFO: Epoch: [8] [ 4700/54024] learning_rate: 0.000100 loss_class: 0.707866 loss_bbox: 0.113677 loss_giou: 0.526710 loss_class_aux: 4.384757 loss_bbox_aux: 0.772002 loss_giou_aux: 3.311421 loss_class_dn: 0.358140 loss_bbox_dn: 0.100965 loss_giou_dn: 0.407230 loss_class_aux_dn: 1.922342 loss_bbox_aux_dn: 0.615365 loss_giou_aux_dn: 2.331798 loss: 16.169829 eta: 35 days, 15:17:52 batch_cost: 0.8185 data_cost: 0.0056 ips: 9.7737 images/s [07/25 03:44:49] ppdet.engine INFO: Epoch: [8] [ 4800/54024] learning_rate: 0.000100 loss_class: 0.667141 loss_bbox: 0.117795 loss_giou: 0.496894 loss_class_aux: 4.243861 loss_bbox_aux: 0.746972 loss_giou_aux: 3.108656 loss_class_dn: 0.349384 loss_bbox_dn: 0.109308 loss_giou_dn: 0.378467 loss_class_aux_dn: 1.875658 loss_bbox_aux_dn: 0.675787 loss_giou_aux_dn: 2.204681 loss: 15.596597 eta: 35 days, 14:23:16 batch_cost: 0.8474 data_cost: 0.0127 ips: 9.4403 images/s [07/25 03:46:21] ppdet.engine INFO: Epoch: [8] [ 4900/54024] learning_rate: 0.000100 loss_class: 0.720818 loss_bbox: 0.120664 loss_giou: 0.533246 loss_class_aux: 4.426119 loss_bbox_aux: 0.782196 loss_giou_aux: 3.336949 loss_class_dn: 0.366703 loss_bbox_dn: 0.115305 loss_giou_dn: 0.404130 loss_class_aux_dn: 1.991415 loss_bbox_aux_dn: 0.686109 loss_giou_aux_dn: 2.294200 loss: 15.927886 eta: 35 days, 14:02:14 batch_cost: 0.8742 data_cost: 0.0007 ips: 9.1514 images/s [07/25 03:47:52] ppdet.engine INFO: Epoch: [8] [ 5000/54024] learning_rate: 0.000100 loss_class: 0.682811 loss_bbox: 0.113251 loss_giou: 0.476279 loss_class_aux: 4.275436 loss_bbox_aux: 0.720497 loss_giou_aux: 2.959156 loss_class_dn: 0.335798 loss_bbox_dn: 0.100948 loss_giou_dn: 0.370945 loss_class_aux_dn: 1.848196 loss_bbox_aux_dn: 0.623799 loss_giou_aux_dn: 2.101854 loss: 15.047039 eta: 35 days, 13:26:12 batch_cost: 0.8605 data_cost: 0.0387 ips: 9.2972 images/s [07/25 03:49:28] ppdet.engine INFO: Epoch: [8] [ 5100/54024] learning_rate: 0.000100 loss_class: 0.690252 loss_bbox: 0.119481 loss_giou: 0.547806 loss_class_aux: 4.278643 loss_bbox_aux: 0.788309 loss_giou_aux: 3.423612 loss_class_dn: 0.359074 loss_bbox_dn: 0.109576 loss_giou_dn: 0.414850 loss_class_aux_dn: 1.931125 loss_bbox_aux_dn: 0.663592 loss_giou_aux_dn: 2.324475 loss: 16.038085 eta: 35 days, 13:56:39 batch_cost: 0.9182 data_cost: 0.0739 ips: 8.7128 images/s [07/25 03:51:03] ppdet.engine INFO: Epoch: [8] [ 5200/54024] learning_rate: 0.000100 loss_class: 0.696729 loss_bbox: 0.111288 loss_giou: 0.498343 loss_class_aux: 4.311911 loss_bbox_aux: 0.734675 loss_giou_aux: 3.158593 loss_class_dn: 0.335952 loss_bbox_dn: 0.105045 loss_giou_dn: 0.383818 loss_class_aux_dn: 1.808223 loss_bbox_aux_dn: 0.660558 loss_giou_aux_dn: 2.177248 loss: 14.893361 eta: 35 days, 14:13:20 batch_cost: 0.9069 data_cost: 0.0006 ips: 8.8215 images/s [07/25 03:52:29] ppdet.engine INFO: Epoch: [8] [ 5300/54024] learning_rate: 0.000100 loss_class: 0.674137 loss_bbox: 0.108335 loss_giou: 0.518832 loss_class_aux: 4.186282 loss_bbox_aux: 0.674486 loss_giou_aux: 3.272143 loss_class_dn: 0.349583 loss_bbox_dn: 0.100252 loss_giou_dn: 0.406747 loss_class_aux_dn: 1.858816 loss_bbox_aux_dn: 0.595166 loss_giou_aux_dn: 2.300741 loss: 15.580794 eta: 35 days, 12:39:35 batch_cost: 0.8057 data_cost: 0.0281 ips: 9.9287 images/s [07/25 03:53:53] ppdet.engine INFO: Epoch: [8] [ 5400/54024] learning_rate: 0.000100 loss_class: 0.706063 loss_bbox: 0.127768 loss_giou: 0.525674 loss_class_aux: 4.451678 loss_bbox_aux: 0.837569 loss_giou_aux: 3.377461 loss_class_dn: 0.377413 loss_bbox_dn: 0.119082 loss_giou_dn: 0.412644 loss_class_aux_dn: 2.048882 loss_bbox_aux_dn: 0.708687 loss_giou_aux_dn: 2.365819 loss: 16.366679 eta: 35 days, 11:01:52 batch_cost: 0.7988 data_cost: 0.0009 ips: 10.0147 images/s [07/25 03:55:23] ppdet.engine INFO: Epoch: [8] [ 5500/54024] learning_rate: 0.000100 loss_class: 0.704229 loss_bbox: 0.112454 loss_giou: 0.500517 loss_class_aux: 4.344159 loss_bbox_aux: 0.740711 loss_giou_aux: 3.149856 loss_class_dn: 0.343986 loss_bbox_dn: 0.112680 loss_giou_dn: 0.381314 loss_class_aux_dn: 1.869785 loss_bbox_aux_dn: 0.672979 loss_giou_aux_dn: 2.188646 loss: 15.461095 eta: 35 days, 10:21:07 batch_cost: 0.8499 data_cost: 0.0006 ips: 9.4125 images/s [07/25 03:56:47] ppdet.engine INFO: Epoch: [8] [ 5600/54024] learning_rate: 0.000100 loss_class: 0.679406 loss_bbox: 0.103855 loss_giou: 0.450730 loss_class_aux: 4.219933 loss_bbox_aux: 0.691547 loss_giou_aux: 2.788406 loss_class_dn: 0.330116 loss_bbox_dn: 0.106944 loss_giou_dn: 0.361848 loss_class_aux_dn: 1.762905 loss_bbox_aux_dn: 0.660328 loss_giou_aux_dn: 2.082089 loss: 14.445622 eta: 35 days, 8:43:12 batch_cost: 0.7929 data_cost: 0.0137 ips: 10.0894 images/s [07/25 03:58:20] ppdet.engine INFO: Epoch: [8] [ 5700/54024] learning_rate: 0.000100 loss_class: 0.683795 loss_bbox: 0.103472 loss_giou: 0.566374 loss_class_aux: 4.190551 loss_bbox_aux: 0.692935 loss_giou_aux: 3.555890 loss_class_dn: 0.348778 loss_bbox_dn: 0.102239 loss_giou_dn: 0.415666 loss_class_aux_dn: 1.861688 loss_bbox_aux_dn: 0.616398 loss_giou_aux_dn: 2.346295 loss: 15.379936 eta: 35 days, 8:41:59 batch_cost: 0.8854 data_cost: 0.0424 ips: 9.0357 images/s [07/25 03:59:58] ppdet.engine INFO: Epoch: [8] [ 5800/54024] learning_rate: 0.000100 loss_class: 0.683509 loss_bbox: 0.113526 loss_giou: 0.535987 loss_class_aux: 4.251537 loss_bbox_aux: 0.741633 loss_giou_aux: 3.382672 loss_class_dn: 0.350128 loss_bbox_dn: 0.102240 loss_giou_dn: 0.405066 loss_class_aux_dn: 1.906728 loss_bbox_aux_dn: 0.615332 loss_giou_aux_dn: 2.293330 loss: 15.638091 eta: 35 days, 9:31:50 batch_cost: 0.9369 data_cost: 0.1296 ips: 8.5390 images/s [07/25 04:01:34] ppdet.engine INFO: Epoch: [8] [ 5900/54024] learning_rate: 0.000100 loss_class: 0.737158 loss_bbox: 0.118275 loss_giou: 0.494010 loss_class_aux: 4.565532 loss_bbox_aux: 0.775799 loss_giou_aux: 3.041728 loss_class_dn: 0.373898 loss_bbox_dn: 0.110438 loss_giou_dn: 0.401308 loss_class_aux_dn: 2.039694 loss_bbox_aux_dn: 0.677022 loss_giou_aux_dn: 2.292521 loss: 16.375320 eta: 35 days, 9:56:19 batch_cost: 0.9127 data_cost: 0.0006 ips: 8.7656 images/s [07/25 04:02:57] ppdet.engine INFO: Epoch: [8] [ 6000/54024] learning_rate: 0.000100 loss_class: 0.687410 loss_bbox: 0.114141 loss_giou: 0.486112 loss_class_aux: 4.251614 loss_bbox_aux: 0.736709 loss_giou_aux: 3.000351 loss_class_dn: 0.341219 loss_bbox_dn: 0.113652 loss_giou_dn: 0.390145 loss_class_aux_dn: 1.833472 loss_bbox_aux_dn: 0.693609 loss_giou_aux_dn: 2.180604 loss: 15.108654 eta: 35 days, 8:17:55 batch_cost: 0.7854 data_cost: 0.0006 ips: 10.1864 images/s [07/25 04:04:26] ppdet.engine INFO: Epoch: [8] [ 6100/54024] learning_rate: 0.000100 loss_class: 0.718410 loss_bbox: 0.119541 loss_giou: 0.526561 loss_class_aux: 4.476621 loss_bbox_aux: 0.793154 loss_giou_aux: 3.335733 loss_class_dn: 0.366234 loss_bbox_dn: 0.109895 loss_giou_dn: 0.389558 loss_class_aux_dn: 1.946680 loss_bbox_aux_dn: 0.664735 loss_giou_aux_dn: 2.249828 loss: 16.105071 eta: 35 days, 7:38:57 batch_cost: 0.8450 data_cost: 0.0128 ips: 9.4672 images/s [07/25 04:05:56] ppdet.engine INFO: Epoch: [8] [ 6200/54024] learning_rate: 0.000100 loss_class: 0.695510 loss_bbox: 0.109147 loss_giou: 0.496920 loss_class_aux: 4.251076 loss_bbox_aux: 0.739067 loss_giou_aux: 3.095904 loss_class_dn: 0.348723 loss_bbox_dn: 0.099325 loss_giou_dn: 0.389683 loss_class_aux_dn: 1.883752 loss_bbox_aux_dn: 0.644793 loss_giou_aux_dn: 2.226126 loss: 15.376404 eta: 35 days, 7:09:06 batch_cost: 0.8535 data_cost: 0.0260 ips: 9.3727 images/s [07/25 04:07:22] ppdet.engine INFO: Epoch: [8] [ 6300/54024] learning_rate: 0.000100 loss_class: 0.742371 loss_bbox: 0.118106 loss_giou: 0.530235 loss_class_aux: 4.564920 loss_bbox_aux: 0.773246 loss_giou_aux: 3.373682 loss_class_dn: 0.367574 loss_bbox_dn: 0.105980 loss_giou_dn: 0.405359 loss_class_aux_dn: 1.973359 loss_bbox_aux_dn: 0.667700 loss_giou_aux_dn: 2.293069 loss: 15.979376 eta: 35 days, 6:02:52 batch_cost: 0.8127 data_cost: 0.0123 ips: 9.8435 images/s [07/25 04:08:57] ppdet.engine INFO: Epoch: [8] [ 6400/54024] learning_rate: 0.000100 loss_class: 0.683129 loss_bbox: 0.105802 loss_giou: 0.486179 loss_class_aux: 4.296173 loss_bbox_aux: 0.692346 loss_giou_aux: 3.102194 loss_class_dn: 0.337704 loss_bbox_dn: 0.101666 loss_giou_dn: 0.383592 loss_class_aux_dn: 1.823074 loss_bbox_aux_dn: 0.611997 loss_giou_aux_dn: 2.204673 loss: 14.992365 eta: 35 days, 6:23:27 batch_cost: 0.9071 data_cost: 0.0288 ips: 8.8197 images/s [07/25 04:10:33] ppdet.engine INFO: Epoch: [8] [ 6500/54024] learning_rate: 0.000100 loss_class: 0.765657 loss_bbox: 0.129696 loss_giou: 0.559510 loss_class_aux: 4.779246 loss_bbox_aux: 0.835513 loss_giou_aux: 3.565912 loss_class_dn: 0.394007 loss_bbox_dn: 0.120156 loss_giou_dn: 0.437975 loss_class_aux_dn: 2.106174 loss_bbox_aux_dn: 0.769917 loss_giou_aux_dn: 2.514416 loss: 16.969956 eta: 35 days, 6:47:28 batch_cost: 0.9117 data_cost: 0.0536 ips: 8.7748 images/s [07/25 04:11:58] ppdet.engine INFO: Epoch: [8] [ 6600/54024] learning_rate: 0.000100 loss_class: 0.676286 loss_bbox: 0.106748 loss_giou: 0.485518 loss_class_aux: 4.119262 loss_bbox_aux: 0.719152 loss_giou_aux: 3.027123 loss_class_dn: 0.342421 loss_bbox_dn: 0.105120 loss_giou_dn: 0.382962 loss_class_aux_dn: 1.831913 loss_bbox_aux_dn: 0.641106 loss_giou_aux_dn: 2.152505 loss: 14.756601 eta: 35 days, 5:40:26 batch_cost: 0.8081 data_cost: 0.0178 ips: 9.8998 images/s [07/25 04:13:34] ppdet.engine INFO: Epoch: [8] [ 6700/54024] learning_rate: 0.000100 loss_class: 0.698445 loss_bbox: 0.111163 loss_giou: 0.517345 loss_class_aux: 4.343105 loss_bbox_aux: 0.723794 loss_giou_aux: 3.291764 loss_class_dn: 0.351094 loss_bbox_dn: 0.106096 loss_giou_dn: 0.390157 loss_class_aux_dn: 1.877075 loss_bbox_aux_dn: 0.648868 loss_giou_aux_dn: 2.249594 loss: 15.492416 eta: 35 days, 6:07:18 batch_cost: 0.9152 data_cost: 0.0082 ips: 8.7411 images/s [07/25 04:15:07] ppdet.engine INFO: Epoch: [8] [ 6800/54024] learning_rate: 0.000100 loss_class: 0.701948 loss_bbox: 0.119775 loss_giou: 0.493121 loss_class_aux: 4.398775 loss_bbox_aux: 0.776301 loss_giou_aux: 3.060510 loss_class_dn: 0.359666 loss_bbox_dn: 0.113094 loss_giou_dn: 0.366534 loss_class_aux_dn: 1.940448 loss_bbox_aux_dn: 0.684771 loss_giou_aux_dn: 2.121030 loss: 15.530041 eta: 35 days, 6:05:29 batch_cost: 0.8823 data_cost: 0.0006 ips: 9.0673 images/s [07/25 04:16:42] ppdet.engine INFO: Epoch: [8] [ 6900/54024] learning_rate: 0.000100 loss_class: 0.701105 loss_bbox: 0.111488 loss_giou: 0.474129 loss_class_aux: 4.361674 loss_bbox_aux: 0.739055 loss_giou_aux: 2.953065 loss_class_dn: 0.336321 loss_bbox_dn: 0.103060 loss_giou_dn: 0.372325 loss_class_aux_dn: 1.845420 loss_bbox_aux_dn: 0.642025 loss_giou_aux_dn: 2.084096 loss: 14.994951 eta: 35 days, 6:23:21 batch_cost: 0.9059 data_cost: 0.0013 ips: 8.8310 images/s [07/25 04:18:12] ppdet.engine INFO: Epoch: [8] [ 7000/54024] learning_rate: 0.000100 loss_class: 0.704467 loss_bbox: 0.114707 loss_giou: 0.478803 loss_class_aux: 4.437436 loss_bbox_aux: 0.759245 loss_giou_aux: 3.002496 loss_class_dn: 0.336234 loss_bbox_dn: 0.100251 loss_giou_dn: 0.368445 loss_class_aux_dn: 1.837429 loss_bbox_aux_dn: 0.628155 loss_giou_aux_dn: 2.146391 loss: 14.916929 eta: 35 days, 5:55:33 batch_cost: 0.8510 data_cost: 0.0006 ips: 9.4009 images/s [07/25 04:19:40] ppdet.engine INFO: Epoch: [8] [ 7100/54024] learning_rate: 0.000100 loss_class: 0.753123 loss_bbox: 0.123358 loss_giou: 0.580948 loss_class_aux: 4.731233 loss_bbox_aux: 0.814856 loss_giou_aux: 3.642561 loss_class_dn: 0.381411 loss_bbox_dn: 0.109386 loss_giou_dn: 0.431612 loss_class_aux_dn: 2.046933 loss_bbox_aux_dn: 0.676817 loss_giou_aux_dn: 2.434738 loss: 16.892526 eta: 35 days, 5:11:55 batch_cost: 0.8305 data_cost: 0.0011 ips: 9.6327 images/s [07/25 04:21:10] ppdet.engine INFO: Epoch: [8] [ 7200/54024] learning_rate: 0.000100 loss_class: 0.688153 loss_bbox: 0.109977 loss_giou: 0.482296 loss_class_aux: 4.192282 loss_bbox_aux: 0.740375 loss_giou_aux: 3.111737 loss_class_dn: 0.341201 loss_bbox_dn: 0.103790 loss_giou_dn: 0.383718 loss_class_aux_dn: 1.845003 loss_bbox_aux_dn: 0.642512 loss_giou_aux_dn: 2.174540 loss: 15.244761 eta: 35 days, 4:51:31 batch_cost: 0.8581 data_cost: 0.0307 ips: 9.3228 images/s [07/25 04:22:47] ppdet.engine INFO: Epoch: [8] [ 7300/54024] learning_rate: 0.000100 loss_class: 0.712022 loss_bbox: 0.111379 loss_giou: 0.536788 loss_class_aux: 4.396300 loss_bbox_aux: 0.714851 loss_giou_aux: 3.321317 loss_class_dn: 0.356202 loss_bbox_dn: 0.105923 loss_giou_dn: 0.406375 loss_class_aux_dn: 1.944343 loss_bbox_aux_dn: 0.641877 loss_giou_aux_dn: 2.296681 loss: 15.391355 eta: 35 days, 5:26:23 batch_cost: 0.9276 data_cost: 0.0039 ips: 8.6240 images/s [07/25 04:24:23] ppdet.engine INFO: Epoch: [8] [ 7400/54024] learning_rate: 0.000100 loss_class: 0.739418 loss_bbox: 0.116091 loss_giou: 0.503760 loss_class_aux: 4.568730 loss_bbox_aux: 0.722450 loss_giou_aux: 3.186126 loss_class_dn: 0.359312 loss_bbox_dn: 0.115159 loss_giou_dn: 0.397424 loss_class_aux_dn: 1.938562 loss_bbox_aux_dn: 0.715738 loss_giou_aux_dn: 2.276584 loss: 15.764796 eta: 35 days, 5:45:12 batch_cost: 0.9083 data_cost: 0.0192 ips: 8.8080 images/s [07/25 04:26:00] ppdet.engine INFO: Epoch: [8] [ 7500/54024] learning_rate: 0.000100 loss_class: 0.716738 loss_bbox: 0.122275 loss_giou: 0.507726 loss_class_aux: 4.397307 loss_bbox_aux: 0.775151 loss_giou_aux: 3.231499 loss_class_dn: 0.355910 loss_bbox_dn: 0.105259 loss_giou_dn: 0.394444 loss_class_aux_dn: 1.911675 loss_bbox_aux_dn: 0.654061 loss_giou_aux_dn: 2.270687 loss: 15.509287 eta: 35 days, 6:17:56 batch_cost: 0.9271 data_cost: 0.0224 ips: 8.6291 images/s [07/25 04:27:30] ppdet.engine INFO: Epoch: [8] [ 7600/54024] learning_rate: 0.000100 loss_class: 0.719651 loss_bbox: 0.111362 loss_giou: 0.484716 loss_class_aux: 4.408372 loss_bbox_aux: 0.721632 loss_giou_aux: 3.097276 loss_class_dn: 0.343931 loss_bbox_dn: 0.116269 loss_giou_dn: 0.384400 loss_class_aux_dn: 1.865003 loss_bbox_aux_dn: 0.697722 loss_giou_aux_dn: 2.255472 loss: 15.368180 eta: 35 days, 5:59:24 batch_cost: 0.8605 data_cost: 0.0006 ips: 9.2965 images/s [07/25 04:29:06] ppdet.engine INFO: Epoch: [8] [ 7700/54024] learning_rate: 0.000100 loss_class: 0.673512 loss_bbox: 0.111203 loss_giou: 0.481769 loss_class_aux: 4.192706 loss_bbox_aux: 0.737823 loss_giou_aux: 2.988724 loss_class_dn: 0.326202 loss_bbox_dn: 0.105116 loss_giou_dn: 0.366521 loss_class_aux_dn: 1.743964 loss_bbox_aux_dn: 0.630510 loss_giou_aux_dn: 2.110000 loss: 14.127643 eta: 35 days, 6:19:36 batch_cost: 0.9118 data_cost: 0.0602 ips: 8.7736 images/s [07/25 04:30:34] ppdet.engine INFO: Epoch: [8] [ 7800/54024] learning_rate: 0.000100 loss_class: 0.719812 loss_bbox: 0.119160 loss_giou: 0.542694 loss_class_aux: 4.479689 loss_bbox_aux: 0.781895 loss_giou_aux: 3.414570 loss_class_dn: 0.368338 loss_bbox_dn: 0.113557 loss_giou_dn: 0.416122 loss_class_aux_dn: 1.998145 loss_bbox_aux_dn: 0.677126 loss_giou_aux_dn: 2.374929 loss: 16.150313 eta: 35 days, 5:47:26 batch_cost: 0.8415 data_cost: 0.0208 ips: 9.5068 images/s [07/25 04:32:07] ppdet.engine INFO: Epoch: [8] [ 7900/54024] learning_rate: 0.000100 loss_class: 0.677579 loss_bbox: 0.115743 loss_giou: 0.502928 loss_class_aux: 4.263315 loss_bbox_aux: 0.753624 loss_giou_aux: 3.183389 loss_class_dn: 0.347992 loss_bbox_dn: 0.107104 loss_giou_dn: 0.385049 loss_class_aux_dn: 1.860098 loss_bbox_aux_dn: 0.659511 loss_giou_aux_dn: 2.218414 loss: 15.567900 eta: 35 days, 5:48:34 batch_cost: 0.8862 data_cost: 0.0826 ips: 9.0272 images/s [07/25 04:33:43] ppdet.engine INFO: Epoch: [8] [ 8000/54024] learning_rate: 0.000100 loss_class: 0.690618 loss_bbox: 0.114405 loss_giou: 0.458297 loss_class_aux: 4.307770 loss_bbox_aux: 0.774598 loss_giou_aux: 2.874473 loss_class_dn: 0.332918 loss_bbox_dn: 0.105096 loss_giou_dn: 0.356206 loss_class_aux_dn: 1.831886 loss_bbox_aux_dn: 0.653992 loss_giou_aux_dn: 2.037226 loss: 14.589992 eta: 35 days, 6:08:11 batch_cost: 0.9120 data_cost: 0.0153 ips: 8.7717 images/s [07/25 04:35:20] ppdet.engine INFO: Epoch: [8] [ 8100/54024] learning_rate: 0.000100 loss_class: 0.734066 loss_bbox: 0.114419 loss_giou: 0.573966 loss_class_aux: 4.567339 loss_bbox_aux: 0.784039 loss_giou_aux: 3.579216 loss_class_dn: 0.378275 loss_bbox_dn: 0.104890 loss_giou_dn: 0.435013 loss_class_aux_dn: 2.029233 loss_bbox_aux_dn: 0.659138 loss_giou_aux_dn: 2.466663 loss: 17.006681 eta: 35 days, 6:35:16 batch_cost: 0.9233 data_cost: 0.0899 ips: 8.6647 images/s [07/25 04:37:01] ppdet.engine INFO: Epoch: [8] [ 8200/54024] learning_rate: 0.000100 loss_class: 0.706965 loss_bbox: 0.106038 loss_giou: 0.497880 loss_class_aux: 4.381799 loss_bbox_aux: 0.704178 loss_giou_aux: 3.210420 loss_class_dn: 0.347004 loss_bbox_dn: 0.105955 loss_giou_dn: 0.391995 loss_class_aux_dn: 1.878163 loss_bbox_aux_dn: 0.651463 loss_giou_aux_dn: 2.200771 loss: 15.038311 eta: 35 days, 7:34:11 batch_cost: 0.9697 data_cost: 0.0006 ips: 8.2501 images/s [07/25 04:38:28] ppdet.engine INFO: Epoch: [8] [ 8300/54024] learning_rate: 0.000100 loss_class: 0.697093 loss_bbox: 0.110982 loss_giou: 0.513366 loss_class_aux: 4.405161 loss_bbox_aux: 0.718491 loss_giou_aux: 3.219290 loss_class_dn: 0.349649 loss_bbox_dn: 0.110219 loss_giou_dn: 0.391298 loss_class_aux_dn: 1.874603 loss_bbox_aux_dn: 0.657790 loss_giou_aux_dn: 2.219746 loss: 15.416197 eta: 35 days, 6:47:36 batch_cost: 0.8194 data_cost: 0.0010 ips: 9.7628 images/s [07/25 04:39:54] ppdet.engine INFO: Epoch: [8] [ 8400/54024] learning_rate: 0.000100 loss_class: 0.717774 loss_bbox: 0.115104 loss_giou: 0.547011 loss_class_aux: 4.498037 loss_bbox_aux: 0.744274 loss_giou_aux: 3.390108 loss_class_dn: 0.354469 loss_bbox_dn: 0.109909 loss_giou_dn: 0.411031 loss_class_aux_dn: 1.934937 loss_bbox_aux_dn: 0.667701 loss_giou_aux_dn: 2.342812 loss: 16.174371 eta: 35 days, 6:00:25 batch_cost: 0.8170 data_cost: 0.0145 ips: 9.7917 images/s [07/25 04:41:20] ppdet.engine INFO: Epoch: [8] [ 8500/54024] learning_rate: 0.000100 loss_class: 0.646291 loss_bbox: 0.103504 loss_giou: 0.484606 loss_class_aux: 3.983203 loss_bbox_aux: 0.684770 loss_giou_aux: 3.018216 loss_class_dn: 0.333507 loss_bbox_dn: 0.097889 loss_giou_dn: 0.376008 loss_class_aux_dn: 1.787824 loss_bbox_aux_dn: 0.606597 loss_giou_aux_dn: 2.128403 loss: 14.693781 eta: 35 days, 5:13:51 batch_cost: 0.8163 data_cost: 0.0535 ips: 9.8002 images/s [07/25 04:42:52] ppdet.engine INFO: Epoch: [8] [ 8600/54024] learning_rate: 0.000100 loss_class: 0.683603 loss_bbox: 0.108515 loss_giou: 0.502206 loss_class_aux: 4.257629 loss_bbox_aux: 0.694428 loss_giou_aux: 3.119624 loss_class_dn: 0.347254 loss_bbox_dn: 0.104576 loss_giou_dn: 0.383585 loss_class_aux_dn: 1.869305 loss_bbox_aux_dn: 0.623657 loss_giou_aux_dn: 2.107329 loss: 15.080450 eta: 35 days, 5:11:47 batch_cost: 0.8813 data_cost: 0.0138 ips: 9.0770 images/s [07/25 04:44:21] ppdet.engine INFO: Epoch: [8] [ 8700/54024] learning_rate: 0.000100 loss_class: 0.695851 loss_bbox: 0.113754 loss_giou: 0.468707 loss_class_aux: 4.287562 loss_bbox_aux: 0.746078 loss_giou_aux: 2.946522 loss_class_dn: 0.331269 loss_bbox_dn: 0.111317 loss_giou_dn: 0.358678 loss_class_aux_dn: 1.787418 loss_bbox_aux_dn: 0.687178 loss_giou_aux_dn: 2.035538 loss: 14.267932 eta: 35 days, 4:42:44 batch_cost: 0.8405 data_cost: 0.0006 ips: 9.5187 images/s [07/25 04:45:56] ppdet.engine INFO: Epoch: [8] [ 8800/54024] learning_rate: 0.000100 loss_class: 0.701600 loss_bbox: 0.113100 loss_giou: 0.492107 loss_class_aux: 4.343991 loss_bbox_aux: 0.741251 loss_giou_aux: 3.095709 loss_class_dn: 0.351216 loss_bbox_dn: 0.110537 loss_giou_dn: 0.387701 loss_class_aux_dn: 1.885515 loss_bbox_aux_dn: 0.664758 loss_giou_aux_dn: 2.227453 loss: 15.570111 eta: 35 days, 4:57:02 batch_cost: 0.9059 data_cost: 0.0241 ips: 8.8311 images/s [07/25 04:47:25] ppdet.engine INFO: Epoch: [8] [ 8900/54024] learning_rate: 0.000100 loss_class: 0.697310 loss_bbox: 0.117980 loss_giou: 0.478991 loss_class_aux: 4.348165 loss_bbox_aux: 0.759732 loss_giou_aux: 3.020997 loss_class_dn: 0.349988 loss_bbox_dn: 0.114886 loss_giou_dn: 0.388971 loss_class_aux_dn: 1.914879 loss_bbox_aux_dn: 0.693715 loss_giou_aux_dn: 2.199771 loss: 15.331016 eta: 35 days, 4:27:57 batch_cost: 0.8392 data_cost: 0.0083 ips: 9.5324 images/s [07/25 04:48:53] ppdet.engine INFO: Epoch: [8] [ 9000/54024] learning_rate: 0.000100 loss_class: 0.655391 loss_bbox: 0.111331 loss_giou: 0.457013 loss_class_aux: 4.104662 loss_bbox_aux: 0.725261 loss_giou_aux: 2.898192 loss_class_dn: 0.327590 loss_bbox_dn: 0.107238 loss_giou_dn: 0.349787 loss_class_aux_dn: 1.782721 loss_bbox_aux_dn: 0.671884 loss_giou_aux_dn: 1.965617 loss: 14.294479 eta: 35 days, 4:02:21 batch_cost: 0.8437 data_cost: 0.0510 ips: 9.4816 images/s [07/25 04:50:21] ppdet.engine INFO: Epoch: [8] [ 9100/54024] learning_rate: 0.000100 loss_class: 0.692992 loss_bbox: 0.123327 loss_giou: 0.532295 loss_class_aux: 4.315674 loss_bbox_aux: 0.801608 loss_giou_aux: 3.259682 loss_class_dn: 0.352913 loss_bbox_dn: 0.119070 loss_giou_dn: 0.397749 loss_class_aux_dn: 1.913605 loss_bbox_aux_dn: 0.707237 loss_giou_aux_dn: 2.281316 loss: 15.364618 eta: 35 days, 3:31:16 batch_cost: 0.8342 data_cost: 0.0006 ips: 9.5897 images/s [07/25 04:51:53] ppdet.engine INFO: Epoch: [8] [ 9200/54024] learning_rate: 0.000100 loss_class: 0.682032 loss_bbox: 0.115832 loss_giou: 0.537271 loss_class_aux: 4.329074 loss_bbox_aux: 0.762191 loss_giou_aux: 3.303476 loss_class_dn: 0.361048 loss_bbox_dn: 0.107982 loss_giou_dn: 0.411444 loss_class_aux_dn: 1.911340 loss_bbox_aux_dn: 0.658699 loss_giou_aux_dn: 2.325919 loss: 15.915150 eta: 35 days, 3:29:30 batch_cost: 0.8801 data_cost: 0.0395 ips: 9.0898 images/s [07/25 04:53:23] ppdet.engine INFO: Epoch: [8] [ 9300/54024] learning_rate: 0.000100 loss_class: 0.690628 loss_bbox: 0.106808 loss_giou: 0.508871 loss_class_aux: 4.343319 loss_bbox_aux: 0.709944 loss_giou_aux: 3.170803 loss_class_dn: 0.349091 loss_bbox_dn: 0.104972 loss_giou_dn: 0.412611 loss_class_aux_dn: 1.879749 loss_bbox_aux_dn: 0.639300 loss_giou_aux_dn: 2.308953 loss: 14.966782 eta: 35 days, 3:09:54 batch_cost: 0.8513 data_cost: 0.0127 ips: 9.3979 images/s [07/25 04:55:14] ppdet.engine INFO: Epoch: [8] [ 9400/54024] learning_rate: 0.000100 loss_class: 0.713192 loss_bbox: 0.118934 loss_giou: 0.459760 loss_class_aux: 4.506388 loss_bbox_aux: 0.773000 loss_giou_aux: 2.881894 loss_class_dn: 0.340261 loss_bbox_dn: 0.110144 loss_giou_dn: 0.373130 loss_class_aux_dn: 1.840714 loss_bbox_aux_dn: 0.674875 loss_giou_aux_dn: 2.138746 loss: 15.384616 eta: 35 days, 5:02:40 batch_cost: 1.0671 data_cost: 0.0655 ips: 7.4966 images/s [07/25 04:56:37] ppdet.engine INFO: Epoch: [8] [ 9500/54024] learning_rate: 0.000100 loss_class: 0.662608 loss_bbox: 0.107378 loss_giou: 0.450674 loss_class_aux: 4.178050 loss_bbox_aux: 0.702177 loss_giou_aux: 2.774761 loss_class_dn: 0.316261 loss_bbox_dn: 0.101361 loss_giou_dn: 0.341322 loss_class_aux_dn: 1.743242 loss_bbox_aux_dn: 0.614600 loss_giou_aux_dn: 1.956002 loss: 13.978268 eta: 35 days, 4:06:20 batch_cost: 0.7915 data_cost: 0.0006 ips: 10.1069 images/s [07/25 04:58:12] ppdet.engine INFO: Epoch: [8] [ 9600/54024] learning_rate: 0.000100 loss_class: 0.687216 loss_bbox: 0.115072 loss_giou: 0.457992 loss_class_aux: 4.282694 loss_bbox_aux: 0.761848 loss_giou_aux: 2.845713 loss_class_dn: 0.327885 loss_bbox_dn: 0.105846 loss_giou_dn: 0.372656 loss_class_aux_dn: 1.754579 loss_bbox_aux_dn: 0.657503 loss_giou_aux_dn: 2.094154 loss: 14.447123 eta: 35 days, 4:20:01 batch_cost: 0.9066 data_cost: 0.0112 ips: 8.8238 images/s [07/25 04:59:38] ppdet.engine INFO: Epoch: [8] [ 9700/54024] learning_rate: 0.000100 loss_class: 0.728200 loss_bbox: 0.110409 loss_giou: 0.502293 loss_class_aux: 4.461676 loss_bbox_aux: 0.748293 loss_giou_aux: 3.096151 loss_class_dn: 0.349301 loss_bbox_dn: 0.108266 loss_giou_dn: 0.382978 loss_class_aux_dn: 1.879850 loss_bbox_aux_dn: 0.656537 loss_giou_aux_dn: 2.189286 loss: 15.119727 eta: 35 days, 3:41:37 batch_cost: 0.8192 data_cost: 0.0377 ips: 9.7654 images/s [07/25 05:01:05] ppdet.engine INFO: Epoch: [8] [ 9800/54024] learning_rate: 0.000100 loss_class: 0.750056 loss_bbox: 0.117914 loss_giou: 0.531619 loss_class_aux: 4.606128 loss_bbox_aux: 0.762091 loss_giou_aux: 3.299942 loss_class_dn: 0.362585 loss_bbox_dn: 0.108209 loss_giou_dn: 0.400985 loss_class_aux_dn: 1.996596 loss_bbox_aux_dn: 0.654143 loss_giou_aux_dn: 2.319887 loss: 16.706073 eta: 35 days, 3:04:15 batch_cost: 0.8197 data_cost: 0.0207 ips: 9.7595 images/s [07/25 05:02:36] ppdet.engine INFO: Epoch: [8] [ 9900/54024] learning_rate: 0.000100 loss_class: 0.709419 loss_bbox: 0.121154 loss_giou: 0.525140 loss_class_aux: 4.453178 loss_bbox_aux: 0.778058 loss_giou_aux: 3.265025 loss_class_dn: 0.357448 loss_bbox_dn: 0.108011 loss_giou_dn: 0.397548 loss_class_aux_dn: 1.916632 loss_bbox_aux_dn: 0.667292 loss_giou_aux_dn: 2.214455 loss: 15.628260 eta: 35 days, 2:54:43 batch_cost: 0.8664 data_cost: 0.0452 ips: 9.2336 images/s [07/25 05:04:00] ppdet.engine INFO: Epoch: [8] [10000/54024] learning_rate: 0.000100 loss_class: 0.726719 loss_bbox: 0.124421 loss_giou: 0.536404 loss_class_aux: 4.578370 loss_bbox_aux: 0.808020 loss_giou_aux: 3.316711 loss_class_dn: 0.376772 loss_bbox_dn: 0.104944 loss_giou_dn: 0.410687 loss_class_aux_dn: 2.000361 loss_bbox_aux_dn: 0.640176 loss_giou_aux_dn: 2.314927 loss: 16.910665 eta: 35 days, 2:03:59 batch_cost: 0.7944 data_cost: 0.0025 ips: 10.0703 images/s [07/25 05:05:34] ppdet.engine INFO: Epoch: [8] [10100/54024] learning_rate: 0.000100 loss_class: 0.676545 loss_bbox: 0.110168 loss_giou: 0.476006 loss_class_aux: 4.205444 loss_bbox_aux: 0.722367 loss_giou_aux: 2.976326 loss_class_dn: 0.337733 loss_bbox_dn: 0.102869 loss_giou_dn: 0.361571 loss_class_aux_dn: 1.821093 loss_bbox_aux_dn: 0.632426 loss_giou_aux_dn: 2.107517 loss: 14.692882 eta: 35 days, 2:11:51 batch_cost: 0.8957 data_cost: 0.0006 ips: 8.9316 images/s [07/25 05:06:54] ppdet.engine INFO: Epoch: [8] [10200/54024] learning_rate: 0.000100 loss_class: 0.716596 loss_bbox: 0.110521 loss_giou: 0.491027 loss_class_aux: 4.297796 loss_bbox_aux: 0.717045 loss_giou_aux: 3.097629 loss_class_dn: 0.339228 loss_bbox_dn: 0.100168 loss_giou_dn: 0.365873 loss_class_aux_dn: 1.820665 loss_bbox_aux_dn: 0.641973 loss_giou_aux_dn: 2.089909 loss: 14.701060 eta: 35 days, 1:01:47 batch_cost: 0.7577 data_cost: 0.0023 ips: 10.5585 images/s [07/25 05:08:35] ppdet.engine INFO: Epoch: [8] [10300/54024] learning_rate: 0.000100 loss_class: 0.734852 loss_bbox: 0.110336 loss_giou: 0.519623 loss_class_aux: 4.505865 loss_bbox_aux: 0.724215 loss_giou_aux: 3.280333 loss_class_dn: 0.359800 loss_bbox_dn: 0.099532 loss_giou_dn: 0.385682 loss_class_aux_dn: 1.938925 loss_bbox_aux_dn: 0.625065 loss_giou_aux_dn: 2.225015 loss: 15.690056 eta: 35 days, 1:46:28 batch_cost: 0.9610 data_cost: 0.0238 ips: 8.3245 images/s [07/25 05:10:04] ppdet.engine INFO: Epoch: [8] [10400/54024] learning_rate: 0.000100 loss_class: 0.640571 loss_bbox: 0.104317 loss_giou: 0.450684 loss_class_aux: 4.028181 loss_bbox_aux: 0.675026 loss_giou_aux: 2.822367 loss_class_dn: 0.315413 loss_bbox_dn: 0.093353 loss_giou_dn: 0.354259 loss_class_aux_dn: 1.677915 loss_bbox_aux_dn: 0.573568 loss_giou_aux_dn: 1.967635 loss: 14.049963 eta: 35 days, 1:26:43 batch_cost: 0.8460 data_cost: 0.0147 ips: 9.4566 images/s [07/25 05:11:25] ppdet.engine INFO: Epoch: [8] [10500/54024] learning_rate: 0.000100 loss_class: 0.725855 loss_bbox: 0.114589 loss_giou: 0.533060 loss_class_aux: 4.503734 loss_bbox_aux: 0.751875 loss_giou_aux: 3.296505 loss_class_dn: 0.353461 loss_bbox_dn: 0.110529 loss_giou_dn: 0.404368 loss_class_aux_dn: 1.908481 loss_bbox_aux_dn: 0.663551 loss_giou_aux_dn: 2.288187 loss: 15.596959 eta: 35 days, 0:20:34 batch_cost: 0.7605 data_cost: 0.0008 ips: 10.5194 images/s [07/25 05:13:01] ppdet.engine INFO: Epoch: [8] [10600/54024] learning_rate: 0.000100 loss_class: 0.733864 loss_bbox: 0.123004 loss_giou: 0.498552 loss_class_aux: 4.482051 loss_bbox_aux: 0.785438 loss_giou_aux: 3.184407 loss_class_dn: 0.354994 loss_bbox_dn: 0.108746 loss_giou_dn: 0.389838 loss_class_aux_dn: 1.932835 loss_bbox_aux_dn: 0.677345 loss_giou_aux_dn: 2.244621 loss: 15.949731 eta: 35 days, 0:44:03 batch_cost: 0.9237 data_cost: 0.0339 ips: 8.6609 images/s [07/25 05:14:37] ppdet.engine INFO: Epoch: [8] [10700/54024] learning_rate: 0.000100 loss_class: 0.714466 loss_bbox: 0.110380 loss_giou: 0.511422 loss_class_aux: 4.444620 loss_bbox_aux: 0.725664 loss_giou_aux: 3.212737 loss_class_dn: 0.339447 loss_bbox_dn: 0.108274 loss_giou_dn: 0.377341 loss_class_aux_dn: 1.827355 loss_bbox_aux_dn: 0.650298 loss_giou_aux_dn: 2.171094 loss: 15.591717 eta: 35 days, 1:01:06 batch_cost: 0.9126 data_cost: 0.0623 ips: 8.7666 images/s [07/25 05:15:58] ppdet.engine INFO: Epoch: [8] [10800/54024] learning_rate: 0.000100 loss_class: 0.678676 loss_bbox: 0.115609 loss_giou: 0.532146 loss_class_aux: 4.200820 loss_bbox_aux: 0.749384 loss_giou_aux: 3.349713 loss_class_dn: 0.358017 loss_bbox_dn: 0.108818 loss_giou_dn: 0.406502 loss_class_aux_dn: 1.895061 loss_bbox_aux_dn: 0.654743 loss_giou_aux_dn: 2.282542 loss: 15.814906 eta: 35 days, 0:02:24 batch_cost: 0.7708 data_cost: 0.0006 ips: 10.3793 images/s [07/25 05:17:29] ppdet.engine INFO: Epoch: [8] [10900/54024] learning_rate: 0.000100 loss_class: 0.697639 loss_bbox: 0.111011 loss_giou: 0.535361 loss_class_aux: 4.274899 loss_bbox_aux: 0.726147 loss_giou_aux: 3.344158 loss_class_dn: 0.349603 loss_bbox_dn: 0.105979 loss_giou_dn: 0.395677 loss_class_aux_dn: 1.885709 loss_bbox_aux_dn: 0.655391 loss_giou_aux_dn: 2.250081 loss: 15.721460 eta: 34 days, 23:52:36 batch_cost: 0.8616 data_cost: 0.0015 ips: 9.2853 images/s [07/25 05:19:01] ppdet.engine INFO: Epoch: [8] [11000/54024] learning_rate: 0.000100 loss_class: 0.692021 loss_bbox: 0.110875 loss_giou: 0.498026 loss_class_aux: 4.305381 loss_bbox_aux: 0.736990 loss_giou_aux: 3.033311 loss_class_dn: 0.344338 loss_bbox_dn: 0.105670 loss_giou_dn: 0.380894 loss_class_aux_dn: 1.832245 loss_bbox_aux_dn: 0.653897 loss_giou_aux_dn: 2.165438 loss: 15.063179 eta: 34 days, 23:54:23 batch_cost: 0.8835 data_cost: 0.0800 ips: 9.0554 images/s [07/25 05:20:28] ppdet.engine INFO: Epoch: [8] [11100/54024] learning_rate: 0.000100 loss_class: 0.695076 loss_bbox: 0.127620 loss_giou: 0.541687 loss_class_aux: 4.356002 loss_bbox_aux: 0.836094 loss_giou_aux: 3.391899 loss_class_dn: 0.377351 loss_bbox_dn: 0.118325 loss_giou_dn: 0.417360 loss_class_aux_dn: 2.014897 loss_bbox_aux_dn: 0.693698 loss_giou_aux_dn: 2.416355 loss: 16.605927 eta: 34 days, 23:26:06 batch_cost: 0.8255 data_cost: 0.0458 ips: 9.6912 images/s [07/25 05:21:54] ppdet.engine INFO: Epoch: [8] [11200/54024] learning_rate: 0.000100 loss_class: 0.707229 loss_bbox: 0.110003 loss_giou: 0.527828 loss_class_aux: 4.420213 loss_bbox_aux: 0.698621 loss_giou_aux: 3.254614 loss_class_dn: 0.349223 loss_bbox_dn: 0.090596 loss_giou_dn: 0.391169 loss_class_aux_dn: 1.850212 loss_bbox_aux_dn: 0.568464 loss_giou_aux_dn: 2.213712 loss: 15.246470 eta: 34 days, 22:51:08 batch_cost: 0.8115 data_cost: 0.0006 ips: 9.8585 images/s [07/25 05:23:47] ppdet.engine INFO: Epoch: [8] [11300/54024] learning_rate: 0.000100 loss_class: 0.691967 loss_bbox: 0.113719 loss_giou: 0.482257 loss_class_aux: 4.201363 loss_bbox_aux: 0.757084 loss_giou_aux: 2.990103 loss_class_dn: 0.345229 loss_bbox_dn: 0.106420 loss_giou_dn: 0.372070 loss_class_aux_dn: 1.878471 loss_bbox_aux_dn: 0.648066 loss_giou_aux_dn: 2.143278 loss: 15.268450 eta: 35 days, 0:35:56 batch_cost: 1.0853 data_cost: 0.1120 ips: 7.3709 images/s [07/25 05:25:19] ppdet.engine INFO: Epoch: [8] [11400/54024] learning_rate: 0.000100 loss_class: 0.682765 loss_bbox: 0.116126 loss_giou: 0.524144 loss_class_aux: 4.314232 loss_bbox_aux: 0.759368 loss_giou_aux: 3.237373 loss_class_dn: 0.366095 loss_bbox_dn: 0.112409 loss_giou_dn: 0.400611 loss_class_aux_dn: 1.985915 loss_bbox_aux_dn: 0.667632 loss_giou_aux_dn: 2.265880 loss: 15.748084 eta: 35 days, 0:31:37 batch_cost: 0.8724 data_cost: 0.0533 ips: 9.1699 images/s [07/25 05:26:47] ppdet.engine INFO: Epoch: [8] [11500/54024] learning_rate: 0.000100 loss_class: 0.698902 loss_bbox: 0.114968 loss_giou: 0.533206 loss_class_aux: 4.385669 loss_bbox_aux: 0.744131 loss_giou_aux: 3.328170 loss_class_dn: 0.356454 loss_bbox_dn: 0.103339 loss_giou_dn: 0.400814 loss_class_aux_dn: 1.924075 loss_bbox_aux_dn: 0.649712 loss_giou_aux_dn: 2.279818 loss: 15.835073 eta: 35 days, 0:11:34 batch_cost: 0.8409 data_cost: 0.0011 ips: 9.5140 images/s [07/25 05:28:12] ppdet.engine INFO: Epoch: [8] [11600/54024] learning_rate: 0.000100 loss_class: 0.695222 loss_bbox: 0.118012 loss_giou: 0.529795 loss_class_aux: 4.351578 loss_bbox_aux: 0.753534 loss_giou_aux: 3.245791 loss_class_dn: 0.355148 loss_bbox_dn: 0.102467 loss_giou_dn: 0.392081 loss_class_aux_dn: 1.897527 loss_bbox_aux_dn: 0.637691 loss_giou_aux_dn: 2.236514 loss: 15.478644 eta: 34 days, 23:33:11 batch_cost: 0.8031 data_cost: 0.0007 ips: 9.9610 images/s [07/25 05:29:41] ppdet.engine INFO: Epoch: [8] [11700/54024] learning_rate: 0.000100 loss_class: 0.692865 loss_bbox: 0.113354 loss_giou: 0.549245 loss_class_aux: 4.340374 loss_bbox_aux: 0.735958 loss_giou_aux: 3.407425 loss_class_dn: 0.348947 loss_bbox_dn: 0.101894 loss_giou_dn: 0.403874 loss_class_aux_dn: 1.841845 loss_bbox_aux_dn: 0.616815 loss_giou_aux_dn: 2.285203 loss: 15.128236 eta: 34 days, 23:17:10 batch_cost: 0.8474 data_cost: 0.0679 ips: 9.4402 images/s [07/25 05:31:06] ppdet.engine INFO: Epoch: [8] [11800/54024] learning_rate: 0.000100 loss_class: 0.708505 loss_bbox: 0.114952 loss_giou: 0.446793 loss_class_aux: 4.418251 loss_bbox_aux: 0.764879 loss_giou_aux: 2.837045 loss_class_dn: 0.344867 loss_bbox_dn: 0.110415 loss_giou_dn: 0.365686 loss_class_aux_dn: 1.857439 loss_bbox_aux_dn: 0.696797 loss_giou_aux_dn: 2.098638 loss: 15.600097 eta: 34 days, 22:40:47 batch_cost: 0.8051 data_cost: 0.0186 ips: 9.9371 images/s [07/25 05:32:28] ppdet.engine INFO: Epoch: [8] [11900/54024] learning_rate: 0.000100 loss_class: 0.699743 loss_bbox: 0.113074 loss_giou: 0.526256 loss_class_aux: 4.434743 loss_bbox_aux: 0.737128 loss_giou_aux: 3.342143 loss_class_dn: 0.359142 loss_bbox_dn: 0.107920 loss_giou_dn: 0.405334 loss_class_aux_dn: 1.906528 loss_bbox_aux_dn: 0.681887 loss_giou_aux_dn: 2.307243 loss: 15.865318 eta: 34 days, 21:51:55 batch_cost: 0.7780 data_cost: 0.0015 ips: 10.2831 images/s [07/25 05:33:53] ppdet.engine INFO: Epoch: [8] [12000/54024] learning_rate: 0.000100 loss_class: 0.695129 loss_bbox: 0.110155 loss_giou: 0.520573 loss_class_aux: 4.369152 loss_bbox_aux: 0.759467 loss_giou_aux: 3.211135 loss_class_dn: 0.351197 loss_bbox_dn: 0.106755 loss_giou_dn: 0.390717 loss_class_aux_dn: 1.909003 loss_bbox_aux_dn: 0.663308 loss_giou_aux_dn: 2.232212 loss: 15.538807 eta: 34 days, 21:15:32 batch_cost: 0.8024 data_cost: 0.0008 ips: 9.9699 images/s [07/25 05:35:33] ppdet.engine INFO: Epoch: [8] [12100/54024] learning_rate: 0.000100 loss_class: 0.736113 loss_bbox: 0.126536 loss_giou: 0.562572 loss_class_aux: 4.579347 loss_bbox_aux: 0.799836 loss_giou_aux: 3.470766 loss_class_dn: 0.375097 loss_bbox_dn: 0.111228 loss_giou_dn: 0.420707 loss_class_aux_dn: 2.032908 loss_bbox_aux_dn: 0.669888 loss_giou_aux_dn: 2.327579 loss: 16.642260 eta: 34 days, 21:54:18 batch_cost: 0.9596 data_cost: 0.0390 ips: 8.3370 images/s [07/25 05:37:09] ppdet.engine INFO: Epoch: [8] [12200/54024] learning_rate: 0.000100 loss_class: 0.698383 loss_bbox: 0.117746 loss_giou: 0.538780 loss_class_aux: 4.308018 loss_bbox_aux: 0.750195 loss_giou_aux: 3.402681 loss_class_dn: 0.360166 loss_bbox_dn: 0.107016 loss_giou_dn: 0.411083 loss_class_aux_dn: 1.899825 loss_bbox_aux_dn: 0.668208 loss_giou_aux_dn: 2.316871 loss: 15.359110 eta: 34 days, 22:09:55 batch_cost: 0.9118 data_cost: 0.0934 ips: 8.7741 images/s [07/25 05:38:34] ppdet.engine INFO: Epoch: [8] [12300/54024] learning_rate: 0.000100 loss_class: 0.721530 loss_bbox: 0.113337 loss_giou: 0.568640 loss_class_aux: 4.492369 loss_bbox_aux: 0.733751 loss_giou_aux: 3.476640 loss_class_dn: 0.369030 loss_bbox_dn: 0.097037 loss_giou_dn: 0.422521 loss_class_aux_dn: 1.982423 loss_bbox_aux_dn: 0.582857 loss_giou_aux_dn: 2.380625 loss: 15.845812 eta: 34 days, 21:36:08 batch_cost: 0.8065 data_cost: 0.0006 ips: 9.9188 images/s [07/25 05:40:02] ppdet.engine INFO: Epoch: [8] [12400/54024] learning_rate: 0.000100 loss_class: 0.728092 loss_bbox: 0.117823 loss_giou: 0.485937 loss_class_aux: 4.505203 loss_bbox_aux: 0.774948 loss_giou_aux: 3.086042 loss_class_dn: 0.346172 loss_bbox_dn: 0.107547 loss_giou_dn: 0.375100 loss_class_aux_dn: 1.890254 loss_bbox_aux_dn: 0.672795 loss_giou_aux_dn: 2.128682 loss: 15.323653 eta: 34 days, 21:17:35 batch_cost: 0.8383 data_cost: 0.0006 ips: 9.5431 images/s [07/25 05:41:47] ppdet.engine INFO: Epoch: [8] [12500/54024] learning_rate: 0.000100 loss_class: 0.742800 loss_bbox: 0.108690 loss_giou: 0.551643 loss_class_aux: 4.570981 loss_bbox_aux: 0.731137 loss_giou_aux: 3.457255 loss_class_dn: 0.364235 loss_bbox_dn: 0.111316 loss_giou_dn: 0.417447 loss_class_aux_dn: 1.968688 loss_bbox_aux_dn: 0.664819 loss_giou_aux_dn: 2.395494 loss: 15.993982 eta: 34 days, 22:13:42 batch_cost: 1.0003 data_cost: 0.0453 ips: 7.9977 images/s [07/25 05:43:22] ppdet.engine INFO: Epoch: [8] [12600/54024] learning_rate: 0.000100 loss_class: 0.708146 loss_bbox: 0.111987 loss_giou: 0.482188 loss_class_aux: 4.419242 loss_bbox_aux: 0.757215 loss_giou_aux: 3.056332 loss_class_dn: 0.351785 loss_bbox_dn: 0.107814 loss_giou_dn: 0.380981 loss_class_aux_dn: 1.911043 loss_bbox_aux_dn: 0.673893 loss_giou_aux_dn: 2.192650 loss: 15.270037 eta: 34 days, 22:25:38 batch_cost: 0.9053 data_cost: 0.0217 ips: 8.8366 images/s [07/25 05:44:49] ppdet.engine INFO: Epoch: [8] [12700/54024] learning_rate: 0.000100 loss_class: 0.673788 loss_bbox: 0.113360 loss_giou: 0.480552 loss_class_aux: 4.144711 loss_bbox_aux: 0.764773 loss_giou_aux: 3.004821 loss_class_dn: 0.343634 loss_bbox_dn: 0.099706 loss_giou_dn: 0.370220 loss_class_aux_dn: 1.861200 loss_bbox_aux_dn: 0.623733 loss_giou_aux_dn: 2.103728 loss: 14.721591 eta: 34 days, 22:02:39 batch_cost: 0.8286 data_cost: 0.0236 ips: 9.6552 images/s [07/25 05:46:18] ppdet.engine INFO: Epoch: [8] [12800/54024] learning_rate: 0.000100 loss_class: 0.663808 loss_bbox: 0.112571 loss_giou: 0.470503 loss_class_aux: 4.197068 loss_bbox_aux: 0.742925 loss_giou_aux: 2.948453 loss_class_dn: 0.338268 loss_bbox_dn: 0.100784 loss_giou_dn: 0.378367 loss_class_aux_dn: 1.819155 loss_bbox_aux_dn: 0.619809 loss_giou_aux_dn: 2.158463 loss: 14.820610 eta: 34 days, 21:50:39 batch_cost: 0.8523 data_cost: 0.0152 ips: 9.3865 images/s [07/25 05:48:09] ppdet.engine INFO: Epoch: [8] [12900/54024] learning_rate: 0.000100 loss_class: 0.708297 loss_bbox: 0.114173 loss_giou: 0.493493 loss_class_aux: 4.392029 loss_bbox_aux: 0.763306 loss_giou_aux: 3.114154 loss_class_dn: 0.368782 loss_bbox_dn: 0.102792 loss_giou_dn: 0.402525 loss_class_aux_dn: 1.988147 loss_bbox_aux_dn: 0.622115 loss_giou_aux_dn: 2.305505 loss: 15.798692 eta: 34 days, 23:12:00 batch_cost: 1.0617 data_cost: 0.0112 ips: 7.5351 images/s [07/25 05:49:39] ppdet.engine INFO: Epoch: [8] [13000/54024] learning_rate: 0.000100 loss_class: 0.673929 loss_bbox: 0.113460 loss_giou: 0.464737 loss_class_aux: 4.338513 loss_bbox_aux: 0.753313 loss_giou_aux: 2.900360 loss_class_dn: 0.331733 loss_bbox_dn: 0.110958 loss_giou_dn: 0.364917 loss_class_aux_dn: 1.820877 loss_bbox_aux_dn: 0.686213 loss_giou_aux_dn: 2.076653 loss: 14.752442 eta: 34 days, 23:03:28 batch_cost: 0.8610 data_cost: 0.0086 ips: 9.2911 images/s [07/25 05:51:01] ppdet.engine INFO: Epoch: [8] [13100/54024] learning_rate: 0.000100 loss_class: 0.720964 loss_bbox: 0.113169 loss_giou: 0.545193 loss_class_aux: 4.467287 loss_bbox_aux: 0.713264 loss_giou_aux: 3.442809 loss_class_dn: 0.377460 loss_bbox_dn: 0.100606 loss_giou_dn: 0.428848 loss_class_aux_dn: 2.009629 loss_bbox_aux_dn: 0.623803 loss_giou_aux_dn: 2.415700 loss: 16.218909 eta: 34 days, 22:19:34 batch_cost: 0.7801 data_cost: 0.0007 ips: 10.2555 images/s [07/25 05:52:33] ppdet.engine INFO: Epoch: [8] [13200/54024] learning_rate: 0.000100 loss_class: 0.716076 loss_bbox: 0.108926 loss_giou: 0.480591 loss_class_aux: 4.416805 loss_bbox_aux: 0.719365 loss_giou_aux: 2.999331 loss_class_dn: 0.337237 loss_bbox_dn: 0.108039 loss_giou_dn: 0.374678 loss_class_aux_dn: 1.823845 loss_bbox_aux_dn: 0.656597 loss_giou_aux_dn: 2.159499 loss: 15.039128 eta: 34 days, 22:15:43 batch_cost: 0.8707 data_cost: 0.0405 ips: 9.1883 images/s [07/25 05:53:57] ppdet.engine INFO: Epoch: [8] [13300/54024] learning_rate: 0.000100 loss_class: 0.745232 loss_bbox: 0.114962 loss_giou: 0.538395 loss_class_aux: 4.620616 loss_bbox_aux: 0.749331 loss_giou_aux: 3.383350 loss_class_dn: 0.374463 loss_bbox_dn: 0.103815 loss_giou_dn: 0.413234 loss_class_aux_dn: 2.025602 loss_bbox_aux_dn: 0.653098 loss_giou_aux_dn: 2.341627 loss: 16.332159 eta: 34 days, 21:38:07 batch_cost: 0.7924 data_cost: 0.0006 ips: 10.0957 images/s [07/25 05:55:42] ppdet.engine INFO: Epoch: [8] [13400/54024] learning_rate: 0.000100 loss_class: 0.653642 loss_bbox: 0.116098 loss_giou: 0.452295 loss_class_aux: 4.108092 loss_bbox_aux: 0.729725 loss_giou_aux: 2.866105 loss_class_dn: 0.334165 loss_bbox_dn: 0.106352 loss_giou_dn: 0.365531 loss_class_aux_dn: 1.795738 loss_bbox_aux_dn: 0.674058 loss_giou_aux_dn: 2.077939 loss: 14.647769 eta: 34 days, 22:32:15 batch_cost: 1.0053 data_cost: 0.1617 ips: 7.9578 images/s [07/25 05:57:13] ppdet.engine INFO: Epoch: [8] [13500/54024] learning_rate: 0.000100 loss_class: 0.709802 loss_bbox: 0.113865 loss_giou: 0.549608 loss_class_aux: 4.420234 loss_bbox_aux: 0.738893 loss_giou_aux: 3.425839 loss_class_dn: 0.368692 loss_bbox_dn: 0.100435 loss_giou_dn: 0.424204 loss_class_aux_dn: 1.964486 loss_bbox_aux_dn: 0.633307 loss_giou_aux_dn: 2.371457 loss: 16.117610 eta: 34 days, 22:28:57 batch_cost: 0.8721 data_cost: 0.0008 ips: 9.1728 images/s [07/25 05:58:54] ppdet.engine INFO: Epoch: [8] [13600/54024] learning_rate: 0.000100 loss_class: 0.711624 loss_bbox: 0.124898 loss_giou: 0.501489 loss_class_aux: 4.396667 loss_bbox_aux: 0.816291 loss_giou_aux: 3.122529 loss_class_dn: 0.360576 loss_bbox_dn: 0.113379 loss_giou_dn: 0.390362 loss_class_aux_dn: 1.962947 loss_bbox_aux_dn: 0.700706 loss_giou_aux_dn: 2.209503 loss: 15.919971 eta: 34 days, 23:05:45 batch_cost: 0.9671 data_cost: 0.0220 ips: 8.2718 images/s [07/25 06:00:19] ppdet.engine INFO: Epoch: [8] [13700/54024] learning_rate: 0.000100 loss_class: 0.706217 loss_bbox: 0.113140 loss_giou: 0.517851 loss_class_aux: 4.378382 loss_bbox_aux: 0.740780 loss_giou_aux: 3.263826 loss_class_dn: 0.360740 loss_bbox_dn: 0.102209 loss_giou_dn: 0.388135 loss_class_aux_dn: 1.962698 loss_bbox_aux_dn: 0.639856 loss_giou_aux_dn: 2.198565 loss: 15.755285 eta: 34 days, 22:34:02 batch_cost: 0.8049 data_cost: 0.0006 ips: 9.9390 images/s [07/25 06:01:50] ppdet.engine INFO: Epoch: [8] [13800/54024] learning_rate: 0.000100 loss_class: 0.726284 loss_bbox: 0.112747 loss_giou: 0.482589 loss_class_aux: 4.527791 loss_bbox_aux: 0.748779 loss_giou_aux: 3.019025 loss_class_dn: 0.350060 loss_bbox_dn: 0.109699 loss_giou_dn: 0.375100 loss_class_aux_dn: 1.929712 loss_bbox_aux_dn: 0.668765 loss_giou_aux_dn: 2.151597 loss: 15.117108 eta: 34 days, 22:29:39 batch_cost: 0.8696 data_cost: 0.0017 ips: 9.2001 images/s [07/25 06:03:14] ppdet.engine INFO: Epoch: [8] [13900/54024] learning_rate: 0.000100 loss_class: 0.693876 loss_bbox: 0.106179 loss_giou: 0.524774 loss_class_aux: 4.200413 loss_bbox_aux: 0.715413 loss_giou_aux: 3.255659 loss_class_dn: 0.351181 loss_bbox_dn: 0.100446 loss_giou_dn: 0.389284 loss_class_aux_dn: 1.888958 loss_bbox_aux_dn: 0.622358 loss_giou_aux_dn: 2.218342 loss: 15.799117 eta: 34 days, 21:55:42 batch_cost: 0.7979 data_cost: 0.0277 ips: 10.0268 images/s [07/25 06:04:44] ppdet.engine INFO: Epoch: [8] [14000/54024] learning_rate: 0.000100 loss_class: 0.672771 loss_bbox: 0.113754 loss_giou: 0.497694 loss_class_aux: 4.247822 loss_bbox_aux: 0.773336 loss_giou_aux: 3.083878 loss_class_dn: 0.348898 loss_bbox_dn: 0.105999 loss_giou_dn: 0.388004 loss_class_aux_dn: 1.900539 loss_bbox_aux_dn: 0.643288 loss_giou_aux_dn: 2.202702 loss: 15.020945 eta: 34 days, 21:45:32 batch_cost: 0.8547 data_cost: 0.0738 ips: 9.3597 images/s [07/25 06:06:20] ppdet.engine INFO: Epoch: [8] [14100/54024] learning_rate: 0.000100 loss_class: 0.695365 loss_bbox: 0.112286 loss_giou: 0.539546 loss_class_aux: 4.378010 loss_bbox_aux: 0.729614 loss_giou_aux: 3.366268 loss_class_dn: 0.360361 loss_bbox_dn: 0.101230 loss_giou_dn: 0.407039 loss_class_aux_dn: 1.977770 loss_bbox_aux_dn: 0.617912 loss_giou_aux_dn: 2.313265 loss: 15.607426 eta: 34 days, 22:01:38 batch_cost: 0.9190 data_cost: 0.0942 ips: 8.7055 images/s [07/25 06:07:43] ppdet.engine INFO: Epoch: [8] [14200/54024] learning_rate: 0.000100 loss_class: 0.671664 loss_bbox: 0.104721 loss_giou: 0.458244 loss_class_aux: 4.146644 loss_bbox_aux: 0.695375 loss_giou_aux: 2.813452 loss_class_dn: 0.329479 loss_bbox_dn: 0.098214 loss_giou_dn: 0.362672 loss_class_aux_dn: 1.739575 loss_bbox_aux_dn: 0.622239 loss_giou_aux_dn: 2.062537 loss: 14.436485 eta: 34 days, 21:21:58 batch_cost: 0.7816 data_cost: 0.0066 ips: 10.2358 images/s [07/25 06:09:17] ppdet.engine INFO: Epoch: [8] [14300/54024] learning_rate: 0.000100 loss_class: 0.668054 loss_bbox: 0.113025 loss_giou: 0.455838 loss_class_aux: 4.163606 loss_bbox_aux: 0.725717 loss_giou_aux: 2.852786 loss_class_dn: 0.340900 loss_bbox_dn: 0.099445 loss_giou_dn: 0.360848 loss_class_aux_dn: 1.841203 loss_bbox_aux_dn: 0.621805 loss_giou_aux_dn: 2.057733 loss: 14.685436 eta: 34 days, 21:30:22 batch_cost: 0.9001 data_cost: 0.0018 ips: 8.8883 images/s [07/25 06:10:48] ppdet.engine INFO: Epoch: [8] [14400/54024] learning_rate: 0.000100 loss_class: 0.706153 loss_bbox: 0.115211 loss_giou: 0.496379 loss_class_aux: 4.430159 loss_bbox_aux: 0.738870 loss_giou_aux: 3.140746 loss_class_dn: 0.347012 loss_bbox_dn: 0.105574 loss_giou_dn: 0.372315 loss_class_aux_dn: 1.876972 loss_bbox_aux_dn: 0.668670 loss_giou_aux_dn: 2.135882 loss: 15.422323 eta: 34 days, 21:23:32 batch_cost: 0.8621 data_cost: 0.0006 ips: 9.2794 images/s [07/25 06:12:16] ppdet.engine INFO: Epoch: [8] [14500/54024] learning_rate: 0.000100 loss_class: 0.682460 loss_bbox: 0.109128 loss_giou: 0.516932 loss_class_aux: 4.167833 loss_bbox_aux: 0.713199 loss_giou_aux: 3.149126 loss_class_dn: 0.342083 loss_bbox_dn: 0.109200 loss_giou_dn: 0.394092 loss_class_aux_dn: 1.823795 loss_bbox_aux_dn: 0.686644 loss_giou_aux_dn: 2.210373 loss: 15.075820 eta: 34 days, 21:08:33 batch_cost: 0.8414 data_cost: 0.0071 ips: 9.5084 images/s [07/25 06:13:42] ppdet.engine INFO: Epoch: [8] [14600/54024] learning_rate: 0.000100 loss_class: 0.660179 loss_bbox: 0.110809 loss_giou: 0.507197 loss_class_aux: 4.158468 loss_bbox_aux: 0.766621 loss_giou_aux: 3.209768 loss_class_dn: 0.340404 loss_bbox_dn: 0.107655 loss_giou_dn: 0.397802 loss_class_aux_dn: 1.843434 loss_bbox_aux_dn: 0.658571 loss_giou_aux_dn: 2.196493 loss: 15.259837 eta: 34 days, 20:41:28 batch_cost: 0.8101 data_cost: 0.0253 ips: 9.8749 images/s [07/25 06:15:29] ppdet.engine INFO: Epoch: [8] [14700/54024] learning_rate: 0.000100 loss_class: 0.707130 loss_bbox: 0.115678 loss_giou: 0.504100 loss_class_aux: 4.403737 loss_bbox_aux: 0.746421 loss_giou_aux: 3.172681 loss_class_dn: 0.346826 loss_bbox_dn: 0.107270 loss_giou_dn: 0.411696 loss_class_aux_dn: 1.891670 loss_bbox_aux_dn: 0.661130 loss_giou_aux_dn: 2.311757 loss: 15.287046 eta: 34 days, 21:40:58 batch_cost: 1.0310 data_cost: 0.0277 ips: 7.7591 images/s [07/25 06:17:17] ppdet.engine INFO: Epoch: [8] [14800/54024] learning_rate: 0.000100 loss_class: 0.720459 loss_bbox: 0.118799 loss_giou: 0.483661 loss_class_aux: 4.551076 loss_bbox_aux: 0.781452 loss_giou_aux: 3.004018 loss_class_dn: 0.349263 loss_bbox_dn: 0.107069 loss_giou_dn: 0.373993 loss_class_aux_dn: 1.874918 loss_bbox_aux_dn: 0.664711 loss_giou_aux_dn: 2.130434 loss: 15.113694 eta: 34 days, 22:41:12 batch_cost: 1.0351 data_cost: 0.0569 ips: 7.7290 images/s [07/25 06:18:51] ppdet.engine INFO: Epoch: [8] [14900/54024] learning_rate: 0.000100 loss_class: 0.680196 loss_bbox: 0.117289 loss_giou: 0.463937 loss_class_aux: 4.261409 loss_bbox_aux: 0.757715 loss_giou_aux: 2.889767 loss_class_dn: 0.353581 loss_bbox_dn: 0.100620 loss_giou_dn: 0.369649 loss_class_aux_dn: 1.888458 loss_bbox_aux_dn: 0.612940 loss_giou_aux_dn: 2.156244 loss: 15.207510 eta: 34 days, 22:47:20 batch_cost: 0.8967 data_cost: 0.0410 ips: 8.9215 images/s [07/25 06:20:12] ppdet.engine INFO: Epoch: [8] [15000/54024] learning_rate: 0.000100 loss_class: 0.686287 loss_bbox: 0.107644 loss_giou: 0.479048 loss_class_aux: 4.310056 loss_bbox_aux: 0.734378 loss_giou_aux: 3.057600 loss_class_dn: 0.344185 loss_bbox_dn: 0.099923 loss_giou_dn: 0.370518 loss_class_aux_dn: 1.864113 loss_bbox_aux_dn: 0.636941 loss_giou_aux_dn: 2.114822 loss: 15.003544 eta: 34 days, 22:03:04 batch_cost: 0.7652 data_cost: 0.0006 ips: 10.4546 images/s [07/25 06:21:46] ppdet.engine INFO: Epoch: [8] [15100/54024] learning_rate: 0.000100 loss_class: 0.672516 loss_bbox: 0.110510 loss_giou: 0.493664 loss_class_aux: 4.238109 loss_bbox_aux: 0.707303 loss_giou_aux: 3.079433 loss_class_dn: 0.337685 loss_bbox_dn: 0.099704 loss_giou_dn: 0.376857 loss_class_aux_dn: 1.809951 loss_bbox_aux_dn: 0.611088 loss_giou_aux_dn: 2.173115 loss: 14.843163 eta: 34 days, 22:08:12 batch_cost: 0.8938 data_cost: 0.1295 ips: 8.9510 images/s [07/25 06:23:12] ppdet.engine INFO: Epoch: [8] [15200/54024] learning_rate: 0.000100 loss_class: 0.726026 loss_bbox: 0.109156 loss_giou: 0.492218 loss_class_aux: 4.546663 loss_bbox_aux: 0.732907 loss_giou_aux: 3.091522 loss_class_dn: 0.351806 loss_bbox_dn: 0.103373 loss_giou_dn: 0.401393 loss_class_aux_dn: 1.913348 loss_bbox_aux_dn: 0.613574 loss_giou_aux_dn: 2.311620 loss: 15.764560 eta: 34 days, 21:44:43 batch_cost: 0.8182 data_cost: 0.0006 ips: 9.7782 images/s [07/25 06:24:47] ppdet.engine INFO: Epoch: [8] [15300/54024] learning_rate: 0.000100 loss_class: 0.753640 loss_bbox: 0.117030 loss_giou: 0.553017 loss_class_aux: 4.746270 loss_bbox_aux: 0.778142 loss_giou_aux: 3.467358 loss_class_dn: 0.370567 loss_bbox_dn: 0.115062 loss_giou_dn: 0.409994 loss_class_aux_dn: 2.009269 loss_bbox_aux_dn: 0.692365 loss_giou_aux_dn: 2.375972 loss: 16.242449 eta: 34 days, 21:53:31 batch_cost: 0.9035 data_cost: 0.0007 ips: 8.8548 images/s [07/25 06:26:09] ppdet.engine INFO: Epoch: [8] [15400/54024] learning_rate: 0.000100 loss_class: 0.666309 loss_bbox: 0.108385 loss_giou: 0.474516 loss_class_aux: 4.190960 loss_bbox_aux: 0.717866 loss_giou_aux: 2.955904 loss_class_dn: 0.346985 loss_bbox_dn: 0.097563 loss_giou_dn: 0.372444 loss_class_aux_dn: 1.870083 loss_bbox_aux_dn: 0.633417 loss_giou_aux_dn: 2.124963 loss: 14.493197 eta: 34 days, 21:14:35 batch_cost: 0.7757 data_cost: 0.0006 ips: 10.3131 images/s [07/25 06:27:32] ppdet.engine INFO: Epoch: [8] [15500/54024] learning_rate: 0.000100 loss_class: 0.682375 loss_bbox: 0.108683 loss_giou: 0.480437 loss_class_aux: 4.312630 loss_bbox_aux: 0.702455 loss_giou_aux: 3.016802 loss_class_dn: 0.332604 loss_bbox_dn: 0.093460 loss_giou_dn: 0.374863 loss_class_aux_dn: 1.811192 loss_bbox_aux_dn: 0.569709 loss_giou_aux_dn: 2.153132 loss: 15.048225 eta: 34 days, 20:40:53 batch_cost: 0.7885 data_cost: 0.0007 ips: 10.1457 images/s [07/25 06:28:56] ppdet.engine INFO: Epoch: [8] [15600/54024] learning_rate: 0.000100 loss_class: 0.707292 loss_bbox: 0.117137 loss_giou: 0.508345 loss_class_aux: 4.377177 loss_bbox_aux: 0.767983 loss_giou_aux: 3.159989 loss_class_dn: 0.351515 loss_bbox_dn: 0.105918 loss_giou_dn: 0.388561 loss_class_aux_dn: 1.928428 loss_bbox_aux_dn: 0.694665 loss_giou_aux_dn: 2.241775 loss: 15.574487 eta: 34 days, 20:10:28 batch_cost: 0.7963 data_cost: 0.0308 ips: 10.0460 images/s [07/25 06:30:20] ppdet.engine INFO: Epoch: [8] [15700/54024] learning_rate: 0.000100 loss_class: 0.719108 loss_bbox: 0.111732 loss_giou: 0.494682 loss_class_aux: 4.520383 loss_bbox_aux: 0.728874 loss_giou_aux: 3.152139 loss_class_dn: 0.357318 loss_bbox_dn: 0.108183 loss_giou_dn: 0.377582 loss_class_aux_dn: 1.907318 loss_bbox_aux_dn: 0.665723 loss_giou_aux_dn: 2.164403 loss: 15.470462 eta: 34 days, 19:37:58 batch_cost: 0.7896 data_cost: 0.0111 ips: 10.1320 images/s [07/25 06:31:54] ppdet.engine INFO: Epoch: [8] [15800/54024] learning_rate: 0.000100 loss_class: 0.664209 loss_bbox: 0.107690 loss_giou: 0.465592 loss_class_aux: 4.125774 loss_bbox_aux: 0.691435 loss_giou_aux: 2.893475 loss_class_dn: 0.324894 loss_bbox_dn: 0.098124 loss_giou_dn: 0.343211 loss_class_aux_dn: 1.776878 loss_bbox_aux_dn: 0.601632 loss_giou_aux_dn: 1.975884 loss: 14.161672 eta: 34 days, 19:45:09 batch_cost: 0.8979 data_cost: 0.0746 ips: 8.9101 images/s [07/25 06:33:19] ppdet.engine INFO: Epoch: [8] [15900/54024] learning_rate: 0.000100 loss_class: 0.723072 loss_bbox: 0.115371 loss_giou: 0.504843 loss_class_aux: 4.544165 loss_bbox_aux: 0.748373 loss_giou_aux: 3.101056 loss_class_dn: 0.354840 loss_bbox_dn: 0.108863 loss_giou_dn: 0.384092 loss_class_aux_dn: 1.916203 loss_bbox_aux_dn: 0.662744 loss_giou_aux_dn: 2.203253 loss: 15.316212 eta: 34 days, 19:17:36 batch_cost: 0.8018 data_cost: 0.0469 ips: 9.9769 images/s [07/25 06:34:46] ppdet.engine INFO: Epoch: [8] [16000/54024] learning_rate: 0.000100 loss_class: 0.693238 loss_bbox: 0.112071 loss_giou: 0.475882 loss_class_aux: 4.309438 loss_bbox_aux: 0.755726 loss_giou_aux: 2.995448 loss_class_dn: 0.345885 loss_bbox_dn: 0.104210 loss_giou_dn: 0.372675 loss_class_aux_dn: 1.892294 loss_bbox_aux_dn: 0.641624 loss_giou_aux_dn: 2.087313 loss: 15.146733 eta: 34 days, 18:59:51 batch_cost: 0.8283 data_cost: 0.0253 ips: 9.6587 images/s [07/25 06:36:13] ppdet.engine INFO: Epoch: [8] [16100/54024] learning_rate: 0.000100 loss_class: 0.713981 loss_bbox: 0.109057 loss_giou: 0.502282 loss_class_aux: 4.340764 loss_bbox_aux: 0.709078 loss_giou_aux: 3.180946 loss_class_dn: 0.349354 loss_bbox_dn: 0.104936 loss_giou_dn: 0.377976 loss_class_aux_dn: 1.881580 loss_bbox_aux_dn: 0.640481 loss_giou_aux_dn: 2.140261 loss: 15.000139 eta: 34 days, 18:37:59 batch_cost: 0.8162 data_cost: 0.0226 ips: 9.8018 images/s [07/25 06:37:46] ppdet.engine INFO: Epoch: [8] [16200/54024] learning_rate: 0.000100 loss_class: 0.728639 loss_bbox: 0.114574 loss_giou: 0.564805 loss_class_aux: 4.581212 loss_bbox_aux: 0.751423 loss_giou_aux: 3.465385 loss_class_dn: 0.374863 loss_bbox_dn: 0.111430 loss_giou_dn: 0.418012 loss_class_aux_dn: 2.029616 loss_bbox_aux_dn: 0.660841 loss_giou_aux_dn: 2.374496 loss: 16.735524 eta: 34 days, 18:41:01 batch_cost: 0.8858 data_cost: 0.0006 ips: 9.0318 images/s [07/25 06:39:18] ppdet.engine INFO: Epoch: [8] [16300/54024] learning_rate: 0.000100 loss_class: 0.747885 loss_bbox: 0.121762 loss_giou: 0.570942 loss_class_aux: 4.644401 loss_bbox_aux: 0.779728 loss_giou_aux: 3.533047 loss_class_dn: 0.381077 loss_bbox_dn: 0.107627 loss_giou_dn: 0.435220 loss_class_aux_dn: 2.057017 loss_bbox_aux_dn: 0.649587 loss_giou_aux_dn: 2.504993 loss: 17.010964 eta: 34 days, 18:41:56 batch_cost: 0.8799 data_cost: 0.0898 ips: 9.0922 images/s [07/25 06:40:51] ppdet.engine INFO: Epoch: [8] [16400/54024] learning_rate: 0.000100 loss_class: 0.738150 loss_bbox: 0.111844 loss_giou: 0.527020 loss_class_aux: 4.537244 loss_bbox_aux: 0.751072 loss_giou_aux: 3.302158 loss_class_dn: 0.355375 loss_bbox_dn: 0.102335 loss_giou_dn: 0.395296 loss_class_aux_dn: 1.895846 loss_bbox_aux_dn: 0.634173 loss_giou_aux_dn: 2.235003 loss: 15.579004 eta: 34 days, 18:42:32 batch_cost: 0.8791 data_cost: 0.0470 ips: 9.1002 images/s [07/25 06:42:34] ppdet.engine INFO: Epoch: [8] [16500/54024] learning_rate: 0.000100 loss_class: 0.683992 loss_bbox: 0.119659 loss_giou: 0.482807 loss_class_aux: 4.316340 loss_bbox_aux: 0.774216 loss_giou_aux: 3.049574 loss_class_dn: 0.346614 loss_bbox_dn: 0.105560 loss_giou_dn: 0.395061 loss_class_aux_dn: 1.873759 loss_bbox_aux_dn: 0.638150 loss_giou_aux_dn: 2.248491 loss: 15.714278 eta: 34 days, 19:20:36 batch_cost: 0.9870 data_cost: 0.0171 ips: 8.1056 images/s [07/25 06:44:07] ppdet.engine INFO: Epoch: [8] [16600/54024] learning_rate: 0.000100 loss_class: 0.712323 loss_bbox: 0.121900 loss_giou: 0.538133 loss_class_aux: 4.456317 loss_bbox_aux: 0.788013 loss_giou_aux: 3.383457 loss_class_dn: 0.359522 loss_bbox_dn: 0.114663 loss_giou_dn: 0.420888 loss_class_aux_dn: 1.935118 loss_bbox_aux_dn: 0.696150 loss_giou_aux_dn: 2.376782 loss: 15.934532 eta: 34 days, 19:24:23 batch_cost: 0.8891 data_cost: 0.0137 ips: 8.9978 images/s [07/25 06:45:30] ppdet.engine INFO: Epoch: [8] [16700/54024] learning_rate: 0.000100 loss_class: 0.686087 loss_bbox: 0.110380 loss_giou: 0.467803 loss_class_aux: 4.282438 loss_bbox_aux: 0.728126 loss_giou_aux: 2.893740 loss_class_dn: 0.335212 loss_bbox_dn: 0.110876 loss_giou_dn: 0.365589 loss_class_aux_dn: 1.820025 loss_bbox_aux_dn: 0.687635 loss_giou_aux_dn: 2.081722 loss: 14.765257 eta: 34 days, 18:54:09 batch_cost: 0.7902 data_cost: 0.0020 ips: 10.1236 images/s [07/25 06:46:52] ppdet.engine INFO: Epoch: [8] [16800/54024] learning_rate: 0.000100 loss_class: 0.687951 loss_bbox: 0.115540 loss_giou: 0.455044 loss_class_aux: 4.267848 loss_bbox_aux: 0.751974 loss_giou_aux: 2.839137 loss_class_dn: 0.339318 loss_bbox_dn: 0.109569 loss_giou_dn: 0.357363 loss_class_aux_dn: 1.849098 loss_bbox_aux_dn: 0.672334 loss_giou_aux_dn: 2.027529 loss: 15.082343 eta: 34 days, 18:18:24 batch_cost: 0.7730 data_cost: 0.0006 ips: 10.3488 images/s [07/25 06:48:31] ppdet.engine INFO: Epoch: [8] [16900/54024] learning_rate: 0.000100 loss_class: 0.695024 loss_bbox: 0.116899 loss_giou: 0.509208 loss_class_aux: 4.358470 loss_bbox_aux: 0.765680 loss_giou_aux: 3.251884 loss_class_dn: 0.360471 loss_bbox_dn: 0.109761 loss_giou_dn: 0.401448 loss_class_aux_dn: 1.970510 loss_bbox_aux_dn: 0.675755 loss_giou_aux_dn: 2.268276 loss: 15.724044 eta: 34 days, 18:39:15 batch_cost: 0.9386 data_cost: 0.0006 ips: 8.5229 images/s [07/25 06:49:59] ppdet.engine INFO: Epoch: [8] [17000/54024] learning_rate: 0.000100 loss_class: 0.693481 loss_bbox: 0.113322 loss_giou: 0.500524 loss_class_aux: 4.317511 loss_bbox_aux: 0.737768 loss_giou_aux: 3.154358 loss_class_dn: 0.350417 loss_bbox_dn: 0.112453 loss_giou_dn: 0.376654 loss_class_aux_dn: 1.924507 loss_bbox_aux_dn: 0.696014 loss_giou_aux_dn: 2.171532 loss: 15.351319 eta: 34 days, 18:27:00 batch_cost: 0.8413 data_cost: 0.0434 ips: 9.5090 images/s [07/25 06:51:35] ppdet.engine INFO: Epoch: [8] [17100/54024] learning_rate: 0.000100 loss_class: 0.691646 loss_bbox: 0.112091 loss_giou: 0.561317 loss_class_aux: 4.354958 loss_bbox_aux: 0.723697 loss_giou_aux: 3.455132 loss_class_dn: 0.361879 loss_bbox_dn: 0.101285 loss_giou_dn: 0.408690 loss_class_aux_dn: 1.945301 loss_bbox_aux_dn: 0.629754 loss_giou_aux_dn: 2.323396 loss: 15.515685 eta: 34 days, 18:41:50 batch_cost: 0.9217 data_cost: 0.0010 ips: 8.6793 images/s [07/25 06:53:22] ppdet.engine INFO: Epoch: [8] [17200/54024] learning_rate: 0.000100 loss_class: 0.730407 loss_bbox: 0.113598 loss_giou: 0.516287 loss_class_aux: 4.531163 loss_bbox_aux: 0.738335 loss_giou_aux: 3.189389 loss_class_dn: 0.366270 loss_bbox_dn: 0.099010 loss_giou_dn: 0.395321 loss_class_aux_dn: 1.953518 loss_bbox_aux_dn: 0.626173 loss_giou_aux_dn: 2.244556 loss: 15.965308 eta: 34 days, 19:29:56 batch_cost: 1.0220 data_cost: 0.0615 ips: 7.8274 images/s [07/25 06:54:48] ppdet.engine INFO: Epoch: [8] [17300/54024] learning_rate: 0.000100 loss_class: 0.684400 loss_bbox: 0.120411 loss_giou: 0.518125 loss_class_aux: 4.251287 loss_bbox_aux: 0.791369 loss_giou_aux: 3.219140 loss_class_dn: 0.341939 loss_bbox_dn: 0.106916 loss_giou_dn: 0.389205 loss_class_aux_dn: 1.859989 loss_bbox_aux_dn: 0.647275 loss_giou_aux_dn: 2.213283 loss: 15.436174 eta: 34 days, 19:08:15 batch_cost: 0.8132 data_cost: 0.0006 ips: 9.8371 images/s [07/25 06:56:14] ppdet.engine INFO: Epoch: [8] [17400/54024] learning_rate: 0.000100 loss_class: 0.665850 loss_bbox: 0.111332 loss_giou: 0.489400 loss_class_aux: 4.137752 loss_bbox_aux: 0.729065 loss_giou_aux: 3.103362 loss_class_dn: 0.349367 loss_bbox_dn: 0.103106 loss_giou_dn: 0.397423 loss_class_aux_dn: 1.871091 loss_bbox_aux_dn: 0.630971 loss_giou_aux_dn: 2.242429 loss: 15.639402 eta: 34 days, 18:47:17 batch_cost: 0.8147 data_cost: 0.0006 ips: 9.8191 images/s [07/25 06:57:44] ppdet.engine INFO: Epoch: [8] [17500/54024] learning_rate: 0.000100 loss_class: 0.735488 loss_bbox: 0.117430 loss_giou: 0.481234 loss_class_aux: 4.552725 loss_bbox_aux: 0.788999 loss_giou_aux: 3.060921 loss_class_dn: 0.363934 loss_bbox_dn: 0.106155 loss_giou_dn: 0.385789 loss_class_aux_dn: 1.931144 loss_bbox_aux_dn: 0.652317 loss_giou_aux_dn: 2.196737 loss: 16.101237 eta: 34 days, 18:38:50 batch_cost: 0.8522 data_cost: 0.0008 ips: 9.3872 images/s [07/25 06:59:28] ppdet.engine INFO: Epoch: [8] [17600/54024] learning_rate: 0.000100 loss_class: 0.677213 loss_bbox: 0.116134 loss_giou: 0.536258 loss_class_aux: 4.197000 loss_bbox_aux: 0.758956 loss_giou_aux: 3.325737 loss_class_dn: 0.356752 loss_bbox_dn: 0.107449 loss_giou_dn: 0.400055 loss_class_aux_dn: 1.913904 loss_bbox_aux_dn: 0.669491 loss_giou_aux_dn: 2.304991 loss: 16.015936 eta: 34 days, 19:17:33 batch_cost: 0.9968 data_cost: 0.0667 ips: 8.0260 images/s [07/25 07:01:00] ppdet.engine INFO: Epoch: [8] [17700/54024] learning_rate: 0.000100 loss_class: 0.674155 loss_bbox: 0.107727 loss_giou: 0.450908 loss_class_aux: 4.158484 loss_bbox_aux: 0.707700 loss_giou_aux: 2.796244 loss_class_dn: 0.327728 loss_bbox_dn: 0.104946 loss_giou_dn: 0.348073 loss_class_aux_dn: 1.800092 loss_bbox_aux_dn: 0.661226 loss_giou_aux_dn: 2.025959 loss: 14.305120 eta: 34 days, 19:14:28 batch_cost: 0.8692 data_cost: 0.0192 ips: 9.2042 images/s [07/25 07:02:36] ppdet.engine INFO: Epoch: [8] [17800/54024] learning_rate: 0.000100 loss_class: 0.709726 loss_bbox: 0.108044 loss_giou: 0.470950 loss_class_aux: 4.410660 loss_bbox_aux: 0.728725 loss_giou_aux: 2.924005 loss_class_dn: 0.351231 loss_bbox_dn: 0.104764 loss_giou_dn: 0.386785 loss_class_aux_dn: 1.890671 loss_bbox_aux_dn: 0.640345 loss_giou_aux_dn: 2.196128 loss: 15.788075 eta: 34 days, 19:26:09 batch_cost: 0.9149 data_cost: 0.0033 ips: 8.7439 images/s [07/25 07:04:20] ppdet.engine INFO: Epoch: [8] [17900/54024] learning_rate: 0.000100 loss_class: 0.720748 loss_bbox: 0.112603 loss_giou: 0.523955 loss_class_aux: 4.396321 loss_bbox_aux: 0.750202 loss_giou_aux: 3.264698 loss_class_dn: 0.353845 loss_bbox_dn: 0.107982 loss_giou_dn: 0.408574 loss_class_aux_dn: 1.898588 loss_bbox_aux_dn: 0.651584 loss_giou_aux_dn: 2.262472 loss: 15.727231 eta: 34 days, 20:02:19 batch_cost: 0.9919 data_cost: 0.0102 ips: 8.0656 images/s [07/25 07:05:52] ppdet.engine INFO: Epoch: [8] [18000/54024] learning_rate: 0.000100 loss_class: 0.711383 loss_bbox: 0.112643 loss_giou: 0.499193 loss_class_aux: 4.435374 loss_bbox_aux: 0.742841 loss_giou_aux: 3.147928 loss_class_dn: 0.354053 loss_bbox_dn: 0.098912 loss_giou_dn: 0.375264 loss_class_aux_dn: 1.904148 loss_bbox_aux_dn: 0.609524 loss_giou_aux_dn: 2.131887 loss: 15.397279 eta: 34 days, 20:03:35 batch_cost: 0.8836 data_cost: 0.0007 ips: 9.0542 images/s [07/25 07:07:29] ppdet.engine INFO: Epoch: [8] [18100/54024] learning_rate: 0.000100 loss_class: 0.707578 loss_bbox: 0.111941 loss_giou: 0.559055 loss_class_aux: 4.389877 loss_bbox_aux: 0.735513 loss_giou_aux: 3.479417 loss_class_dn: 0.357284 loss_bbox_dn: 0.110046 loss_giou_dn: 0.412302 loss_class_aux_dn: 1.920151 loss_bbox_aux_dn: 0.670311 loss_giou_aux_dn: 2.322511 loss: 15.905158 eta: 34 days, 20:16:23 batch_cost: 0.9201 data_cost: 0.0340 ips: 8.6947 images/s [07/25 07:09:03] ppdet.engine INFO: Epoch: [8] [18200/54024] learning_rate: 0.000100 loss_class: 0.700765 loss_bbox: 0.116294 loss_giou: 0.500289 loss_class_aux: 4.308345 loss_bbox_aux: 0.778618 loss_giou_aux: 3.159624 loss_class_dn: 0.355784 loss_bbox_dn: 0.108647 loss_giou_dn: 0.393158 loss_class_aux_dn: 1.901261 loss_bbox_aux_dn: 0.636602 loss_giou_aux_dn: 2.224985 loss: 15.625978 eta: 34 days, 20:22:36 batch_cost: 0.8996 data_cost: 0.0109 ips: 8.8924 images/s [07/25 07:10:39] ppdet.engine INFO: Epoch: [8] [18300/54024] learning_rate: 0.000100 loss_class: 0.718965 loss_bbox: 0.112754 loss_giou: 0.569407 loss_class_aux: 4.417611 loss_bbox_aux: 0.741082 loss_giou_aux: 3.574646 loss_class_dn: 0.367249 loss_bbox_dn: 0.103713 loss_giou_dn: 0.425864 loss_class_aux_dn: 1.964808 loss_bbox_aux_dn: 0.652664 loss_giou_aux_dn: 2.441433 loss: 16.279118 eta: 34 days, 20:32:01 batch_cost: 0.9102 data_cost: 0.1066 ips: 8.7896 images/s [07/25 07:12:06] ppdet.engine INFO: Epoch: [8] [18400/54024] learning_rate: 0.000100 loss_class: 0.642632 loss_bbox: 0.106451 loss_giou: 0.448027 loss_class_aux: 4.061447 loss_bbox_aux: 0.685839 loss_giou_aux: 2.809576 loss_class_dn: 0.328509 loss_bbox_dn: 0.094346 loss_giou_dn: 0.356526 loss_class_aux_dn: 1.774293 loss_bbox_aux_dn: 0.587434 loss_giou_aux_dn: 2.033707 loss: 14.113058 eta: 34 days, 20:14:12 batch_cost: 0.8232 data_cost: 0.0185 ips: 9.7187 images/s [07/25 07:13:47] ppdet.engine INFO: Epoch: [8] [18500/54024] learning_rate: 0.000100 loss_class: 0.708970 loss_bbox: 0.113300 loss_giou: 0.519189 loss_class_aux: 4.415524 loss_bbox_aux: 0.738111 loss_giou_aux: 3.253504 loss_class_dn: 0.365280 loss_bbox_dn: 0.109839 loss_giou_dn: 0.400357 loss_class_aux_dn: 1.932212 loss_bbox_aux_dn: 0.675223 loss_giou_aux_dn: 2.275907 loss: 15.891148 eta: 34 days, 20:40:20 batch_cost: 0.9644 data_cost: 0.0848 ips: 8.2952 images/s [07/25 07:15:24] ppdet.engine INFO: Epoch: [8] [18600/54024] learning_rate: 0.000100 loss_class: 0.705905 loss_bbox: 0.109088 loss_giou: 0.473623 loss_class_aux: 4.486787 loss_bbox_aux: 0.734490 loss_giou_aux: 2.996211 loss_class_dn: 0.349102 loss_bbox_dn: 0.106797 loss_giou_dn: 0.367960 loss_class_aux_dn: 1.892228 loss_bbox_aux_dn: 0.676645 loss_giou_aux_dn: 2.097623 loss: 15.037324 eta: 34 days, 20:54:08 batch_cost: 0.9253 data_cost: 0.0268 ips: 8.6456 images/s [07/25 07:16:59] ppdet.engine INFO: Epoch: [8] [18700/54024] learning_rate: 0.000100 loss_class: 0.691171 loss_bbox: 0.113753 loss_giou: 0.496428 loss_class_aux: 4.327189 loss_bbox_aux: 0.728986 loss_giou_aux: 3.108496 loss_class_dn: 0.357119 loss_bbox_dn: 0.105297 loss_giou_dn: 0.402175 loss_class_aux_dn: 1.929317 loss_bbox_aux_dn: 0.639241 loss_giou_aux_dn: 2.257065 loss: 15.631701 eta: 34 days, 21:03:08 batch_cost: 0.9103 data_cost: 0.0006 ips: 8.7888 images/s [07/25 07:18:42] ppdet.engine INFO: Epoch: [8] [18800/54024] learning_rate: 0.000100 loss_class: 0.719445 loss_bbox: 0.109476 loss_giou: 0.448106 loss_class_aux: 4.439888 loss_bbox_aux: 0.710017 loss_giou_aux: 2.862926 loss_class_dn: 0.334704 loss_bbox_dn: 0.103270 loss_giou_dn: 0.359765 loss_class_aux_dn: 1.800894 loss_bbox_aux_dn: 0.629819 loss_giou_aux_dn: 2.066419 loss: 14.838762 eta: 34 days, 21:33:12 batch_cost: 0.9797 data_cost: 0.0281 ips: 8.1659 images/s [07/25 07:20:21] ppdet.engine INFO: Epoch: [8] [18900/54024] learning_rate: 0.000100 loss_class: 0.713174 loss_bbox: 0.109655 loss_giou: 0.501866 loss_class_aux: 4.439739 loss_bbox_aux: 0.713756 loss_giou_aux: 3.103308 loss_class_dn: 0.348907 loss_bbox_dn: 0.097509 loss_giou_dn: 0.380891 loss_class_aux_dn: 1.874775 loss_bbox_aux_dn: 0.628860 loss_giou_aux_dn: 2.200092 loss: 15.276844 eta: 34 days, 21:54:53 batch_cost: 0.9532 data_cost: 0.0006 ips: 8.3931 images/s [07/25 07:22:08] ppdet.engine INFO: Epoch: [8] [19000/54024] learning_rate: 0.000100 loss_class: 0.707140 loss_bbox: 0.112107 loss_giou: 0.497568 loss_class_aux: 4.465605 loss_bbox_aux: 0.727269 loss_giou_aux: 3.123496 loss_class_dn: 0.362596 loss_bbox_dn: 0.104583 loss_giou_dn: 0.383632 loss_class_aux_dn: 1.940320 loss_bbox_aux_dn: 0.637296 loss_giou_aux_dn: 2.149573 loss: 15.176834 eta: 34 days, 22:38:38 batch_cost: 1.0272 data_cost: 0.1781 ips: 7.7883 images/s [07/25 07:23:46] ppdet.engine INFO: Epoch: [8] [19100/54024] learning_rate: 0.000100 loss_class: 0.690277 loss_bbox: 0.100549 loss_giou: 0.466521 loss_class_aux: 4.294566 loss_bbox_aux: 0.690246 loss_giou_aux: 2.964702 loss_class_dn: 0.349560 loss_bbox_dn: 0.098664 loss_giou_dn: 0.392028 loss_class_aux_dn: 1.875089 loss_bbox_aux_dn: 0.605150 loss_giou_aux_dn: 2.240963 loss: 14.923763 eta: 34 days, 22:54:05 batch_cost: 0.9344 data_cost: 0.0406 ips: 8.5618 images/s [07/25 07:25:16] ppdet.engine INFO: Epoch: [8] [19200/54024] learning_rate: 0.000100 loss_class: 0.676359 loss_bbox: 0.109451 loss_giou: 0.491645 loss_class_aux: 4.241688 loss_bbox_aux: 0.705831 loss_giou_aux: 3.056780 loss_class_dn: 0.332103 loss_bbox_dn: 0.096236 loss_giou_dn: 0.362638 loss_class_aux_dn: 1.803434 loss_bbox_aux_dn: 0.602807 loss_giou_aux_dn: 2.062485 loss: 14.722888 eta: 34 days, 22:47:31 batch_cost: 0.8612 data_cost: 0.0351 ips: 9.2889 images/s [07/25 07:26:48] ppdet.engine INFO: Epoch: [8] [19300/54024] learning_rate: 0.000100 loss_class: 0.693292 loss_bbox: 0.110059 loss_giou: 0.477155 loss_class_aux: 4.318130 loss_bbox_aux: 0.721266 loss_giou_aux: 2.917058 loss_class_dn: 0.350732 loss_bbox_dn: 0.096529 loss_giou_dn: 0.366548 loss_class_aux_dn: 1.894173 loss_bbox_aux_dn: 0.601114 loss_giou_aux_dn: 2.147412 loss: 15.246508 eta: 34 days, 22:45:49 batch_cost: 0.8774 data_cost: 0.0133 ips: 9.1178 images/s [07/25 07:28:20] ppdet.engine INFO: Epoch: [8] [19400/54024] learning_rate: 0.000100 loss_class: 0.717411 loss_bbox: 0.115669 loss_giou: 0.512504 loss_class_aux: 4.490414 loss_bbox_aux: 0.743827 loss_giou_aux: 3.203849 loss_class_dn: 0.365190 loss_bbox_dn: 0.111301 loss_giou_dn: 0.408816 loss_class_aux_dn: 1.960379 loss_bbox_aux_dn: 0.666165 loss_giou_aux_dn: 2.336339 loss: 15.709110 eta: 34 days, 22:43:47 batch_cost: 0.8763 data_cost: 0.0006 ips: 9.1290 images/s [07/25 07:29:54] ppdet.engine INFO: Epoch: [8] [19500/54024] learning_rate: 0.000100 loss_class: 0.651895 loss_bbox: 0.114724 loss_giou: 0.452728 loss_class_aux: 4.036285 loss_bbox_aux: 0.738429 loss_giou_aux: 2.826721 loss_class_dn: 0.335352 loss_bbox_dn: 0.108990 loss_giou_dn: 0.355734 loss_class_aux_dn: 1.816307 loss_bbox_aux_dn: 0.648342 loss_giou_aux_dn: 2.046159 loss: 14.518186 eta: 34 days, 22:48:17 batch_cost: 0.8985 data_cost: 0.0007 ips: 8.9038 images/s [07/25 07:31:38] ppdet.engine INFO: Epoch: [8] [19600/54024] learning_rate: 0.000100 loss_class: 0.684634 loss_bbox: 0.116826 loss_giou: 0.516273 loss_class_aux: 4.332651 loss_bbox_aux: 0.763083 loss_giou_aux: 3.174215 loss_class_dn: 0.345616 loss_bbox_dn: 0.109724 loss_giou_dn: 0.408426 loss_class_aux_dn: 1.855275 loss_bbox_aux_dn: 0.658845 loss_giou_aux_dn: 2.316893 loss: 15.554730 eta: 34 days, 23:20:45 batch_cost: 0.9944 data_cost: 0.0006 ips: 8.0454 images/s [07/25 07:33:14] ppdet.engine INFO: Epoch: [8] [19700/54024] learning_rate: 0.000100 loss_class: 0.679144 loss_bbox: 0.111507 loss_giou: 0.506321 loss_class_aux: 4.252218 loss_bbox_aux: 0.713830 loss_giou_aux: 3.183531 loss_class_dn: 0.353222 loss_bbox_dn: 0.102130 loss_giou_dn: 0.392070 loss_class_aux_dn: 1.899570 loss_bbox_aux_dn: 0.638828 loss_giou_aux_dn: 2.191256 loss: 15.447532 eta: 34 days, 23:30:51 batch_cost: 0.9187 data_cost: 0.0419 ips: 8.7081 images/s [07/25 07:35:01] ppdet.engine INFO: Epoch: [8] [19800/54024] learning_rate: 0.000100 loss_class: 0.722587 loss_bbox: 0.120433 loss_giou: 0.553158 loss_class_aux: 4.429184 loss_bbox_aux: 0.804856 loss_giou_aux: 3.440414 loss_class_dn: 0.358606 loss_bbox_dn: 0.113147 loss_giou_dn: 0.406274 loss_class_aux_dn: 1.936886 loss_bbox_aux_dn: 0.670272 loss_giou_aux_dn: 2.315907 loss: 15.925556 eta: 35 days, 0:10:07 batch_cost: 1.0199 data_cost: 0.0297 ips: 7.8441 images/s [07/25 07:36:44] ppdet.engine INFO: Epoch: [8] [19900/54024] learning_rate: 0.000100 loss_class: 0.701553 loss_bbox: 0.118975 loss_giou: 0.483960 loss_class_aux: 4.318304 loss_bbox_aux: 0.774232 loss_giou_aux: 3.131542 loss_class_dn: 0.368612 loss_bbox_dn: 0.108857 loss_giou_dn: 0.417703 loss_class_aux_dn: 1.968762 loss_bbox_aux_dn: 0.671190 loss_giou_aux_dn: 2.364862 loss: 16.071919 eta: 35 days, 0:41:28 batch_cost: 0.9938 data_cost: 0.0022 ips: 8.0498 images/s [07/25 07:38:10] ppdet.engine INFO: Epoch: [8] [20000/54024] learning_rate: 0.000100 loss_class: 0.707721 loss_bbox: 0.114028 loss_giou: 0.504726 loss_class_aux: 4.445671 loss_bbox_aux: 0.735804 loss_giou_aux: 3.185104 loss_class_dn: 0.354504 loss_bbox_dn: 0.106721 loss_giou_dn: 0.405465 loss_class_aux_dn: 1.913494 loss_bbox_aux_dn: 0.664806 loss_giou_aux_dn: 2.281921 loss: 15.472737 eta: 35 days, 0:19:59 batch_cost: 0.8105 data_cost: 0.0006 ips: 9.8703 images/s [07/25 07:39:44] ppdet.engine INFO: Epoch: [8] [20100/54024] learning_rate: 0.000100 loss_class: 0.723882 loss_bbox: 0.106722 loss_giou: 0.565795 loss_class_aux: 4.434117 loss_bbox_aux: 0.712573 loss_giou_aux: 3.500873 loss_class_dn: 0.365410 loss_bbox_dn: 0.106753 loss_giou_dn: 0.416549 loss_class_aux_dn: 1.973907 loss_bbox_aux_dn: 0.648460 loss_giou_aux_dn: 2.335122 loss: 16.133141 eta: 35 days, 0:21:41 batch_cost: 0.8912 data_cost: 0.0008 ips: 8.9768 images/s [07/25 07:41:29] ppdet.engine INFO: Epoch: [8] [20200/54024] learning_rate: 0.000100 loss_class: 0.664481 loss_bbox: 0.106377 loss_giou: 0.501326 loss_class_aux: 4.151339 loss_bbox_aux: 0.710603 loss_giou_aux: 3.083059 loss_class_dn: 0.332244 loss_bbox_dn: 0.105318 loss_giou_dn: 0.363600 loss_class_aux_dn: 1.806485 loss_bbox_aux_dn: 0.668553 loss_giou_aux_dn: 2.074352 loss: 14.606350 eta: 35 days, 0:55:39 batch_cost: 1.0051 data_cost: 0.1513 ips: 7.9596 images/s [07/25 07:43:24] ppdet.engine INFO: Epoch: [8] [20300/54024] learning_rate: 0.000100 loss_class: 0.694923 loss_bbox: 0.113756 loss_giou: 0.495569 loss_class_aux: 4.290125 loss_bbox_aux: 0.772509 loss_giou_aux: 3.113574 loss_class_dn: 0.346174 loss_bbox_dn: 0.109381 loss_giou_dn: 0.382309 loss_class_aux_dn: 1.867358 loss_bbox_aux_dn: 0.687318 loss_giou_aux_dn: 2.173525 loss: 15.452401 eta: 35 days, 1:59:17 batch_cost: 1.1114 data_cost: 0.0223 ips: 7.1982 images/s [07/25 07:45:12] ppdet.engine INFO: Epoch: [8] [20400/54024] learning_rate: 0.000100 loss_class: 0.706253 loss_bbox: 0.110082 loss_giou: 0.509283 loss_class_aux: 4.374439 loss_bbox_aux: 0.740810 loss_giou_aux: 3.210089 loss_class_dn: 0.358696 loss_bbox_dn: 0.098925 loss_giou_dn: 0.410742 loss_class_aux_dn: 1.951459 loss_bbox_aux_dn: 0.620469 loss_giou_aux_dn: 2.317292 loss: 15.899181 eta: 35 days, 2:40:31 batch_cost: 1.0340 data_cost: 0.0006 ips: 7.7373 images/s [07/25 07:47:00] ppdet.engine INFO: Epoch: [8] [20500/54024] learning_rate: 0.000100 loss_class: 0.690940 loss_bbox: 0.113780 loss_giou: 0.504598 loss_class_aux: 4.322291 loss_bbox_aux: 0.744499 loss_giou_aux: 3.206824 loss_class_dn: 0.350815 loss_bbox_dn: 0.109702 loss_giou_dn: 0.398803 loss_class_aux_dn: 1.864758 loss_bbox_aux_dn: 0.658236 loss_giou_aux_dn: 2.283218 loss: 15.291740 eta: 35 days, 3:21:18 batch_cost: 1.0338 data_cost: 0.1804 ips: 7.7383 images/s [07/25 07:48:48] ppdet.engine INFO: Epoch: [8] [20600/54024] learning_rate: 0.000100 loss_class: 0.677087 loss_bbox: 0.115112 loss_giou: 0.516847 loss_class_aux: 4.257006 loss_bbox_aux: 0.747734 loss_giou_aux: 3.244151 loss_class_dn: 0.355500 loss_bbox_dn: 0.102738 loss_giou_dn: 0.394585 loss_class_aux_dn: 1.906292 loss_bbox_aux_dn: 0.644720 loss_giou_aux_dn: 2.246826 loss: 15.115445 eta: 35 days, 4:03:53 batch_cost: 1.0418 data_cost: 0.0006 ips: 7.6789 images/s [07/25 07:50:39] ppdet.engine INFO: Epoch: [8] [20700/54024] learning_rate: 0.000100 loss_class: 0.677085 loss_bbox: 0.111877 loss_giou: 0.464063 loss_class_aux: 4.148454 loss_bbox_aux: 0.719894 loss_giou_aux: 2.913780 loss_class_dn: 0.348738 loss_bbox_dn: 0.098372 loss_giou_dn: 0.369950 loss_class_aux_dn: 1.893308 loss_bbox_aux_dn: 0.608874 loss_giou_aux_dn: 2.093500 loss: 14.849851 eta: 35 days, 4:53:45 batch_cost: 1.0697 data_cost: 0.1031 ips: 7.4790 images/s [07/25 07:52:13] ppdet.engine INFO: Epoch: [8] [20800/54024] learning_rate: 0.000100 loss_class: 0.714828 loss_bbox: 0.115893 loss_giou: 0.535428 loss_class_aux: 4.415585 loss_bbox_aux: 0.775344 loss_giou_aux: 3.333543 loss_class_dn: 0.366497 loss_bbox_dn: 0.113165 loss_giou_dn: 0.409739 loss_class_aux_dn: 1.946235 loss_bbox_aux_dn: 0.668404 loss_giou_aux_dn: 2.330357 loss: 15.799602 eta: 35 days, 4:53:54 batch_cost: 0.8909 data_cost: 0.0395 ips: 8.9798 images/s [07/25 07:53:51] ppdet.engine INFO: Epoch: [8] [20900/54024] learning_rate: 0.000100 loss_class: 0.701176 loss_bbox: 0.107424 loss_giou: 0.474519 loss_class_aux: 4.355163 loss_bbox_aux: 0.714832 loss_giou_aux: 2.998133 loss_class_dn: 0.333245 loss_bbox_dn: 0.100467 loss_giou_dn: 0.366809 loss_class_aux_dn: 1.807574 loss_bbox_aux_dn: 0.635156 loss_giou_aux_dn: 2.076297 loss: 14.895558 eta: 35 days, 5:07:59 batch_cost: 0.9418 data_cost: 0.0006 ips: 8.4943 images/s [07/25 07:55:23] ppdet.engine INFO: Epoch: [8] [21000/54024] learning_rate: 0.000100 loss_class: 0.719244 loss_bbox: 0.111284 loss_giou: 0.474925 loss_class_aux: 4.482142 loss_bbox_aux: 0.732287 loss_giou_aux: 2.969257 loss_class_dn: 0.358509 loss_bbox_dn: 0.098588 loss_giou_dn: 0.383212 loss_class_aux_dn: 1.932103 loss_bbox_aux_dn: 0.591926 loss_giou_aux_dn: 2.195250 loss: 15.477350 eta: 35 days, 5:04:08 batch_cost: 0.8766 data_cost: 0.0019 ips: 9.1262 images/s [07/25 07:57:12] ppdet.engine INFO: Epoch: [8] [21100/54024] learning_rate: 0.000100 loss_class: 0.693057 loss_bbox: 0.099900 loss_giou: 0.480262 loss_class_aux: 4.269927 loss_bbox_aux: 0.671003 loss_giou_aux: 3.030096 loss_class_dn: 0.344311 loss_bbox_dn: 0.090952 loss_giou_dn: 0.371704 loss_class_aux_dn: 1.865853 loss_bbox_aux_dn: 0.573197 loss_giou_aux_dn: 2.124193 loss: 15.046706 eta: 35 days, 5:44:44 batch_cost: 1.0403 data_cost: 0.0853 ips: 7.6900 images/s [07/25 07:58:53] ppdet.engine INFO: Epoch: [8] [21200/54024] learning_rate: 0.000100 loss_class: 0.715643 loss_bbox: 0.112227 loss_giou: 0.459543 loss_class_aux: 4.343327 loss_bbox_aux: 0.751870 loss_giou_aux: 2.895524 loss_class_dn: 0.353357 loss_bbox_dn: 0.105367 loss_giou_dn: 0.369160 loss_class_aux_dn: 1.944088 loss_bbox_aux_dn: 0.668430 loss_giou_aux_dn: 2.098755 loss: 15.362420 eta: 35 days, 6:05:21 batch_cost: 0.9677 data_cost: 0.0402 ips: 8.2666 images/s [07/25 08:00:16] ppdet.engine INFO: Epoch: [8] [21300/54024] learning_rate: 0.000100 loss_class: 0.687853 loss_bbox: 0.116893 loss_giou: 0.506643 loss_class_aux: 4.258715 loss_bbox_aux: 0.747253 loss_giou_aux: 3.128519 loss_class_dn: 0.350529 loss_bbox_dn: 0.101154 loss_giou_dn: 0.394174 loss_class_aux_dn: 1.884702 loss_bbox_aux_dn: 0.647949 loss_giou_aux_dn: 2.288419 loss: 15.674783 eta: 35 days, 5:37:25 batch_cost: 0.7880 data_cost: 0.0078 ips: 10.1522 images/s [07/25 08:01:46] ppdet.engine INFO: Epoch: [8] [21400/54024] learning_rate: 0.000100 loss_class: 0.695171 loss_bbox: 0.109320 loss_giou: 0.482641 loss_class_aux: 4.270187 loss_bbox_aux: 0.713560 loss_giou_aux: 3.065106 loss_class_dn: 0.348268 loss_bbox_dn: 0.094901 loss_giou_dn: 0.385128 loss_class_aux_dn: 1.895235 loss_bbox_aux_dn: 0.584591 loss_giou_aux_dn: 2.141914 loss: 15.019620 eta: 35 days, 5:25:27 batch_cost: 0.8467 data_cost: 0.0063 ips: 9.4483 images/s [07/25 08:03:20] ppdet.engine INFO: Epoch: [8] [21500/54024] learning_rate: 0.000100 loss_class: 0.678814 loss_bbox: 0.115253 loss_giou: 0.487906 loss_class_aux: 4.270174 loss_bbox_aux: 0.753735 loss_giou_aux: 3.030506 loss_class_dn: 0.343989 loss_bbox_dn: 0.109928 loss_giou_dn: 0.367860 loss_class_aux_dn: 1.851588 loss_bbox_aux_dn: 0.678024 loss_giou_aux_dn: 2.100400 loss: 14.543185 eta: 35 days, 5:28:57 batch_cost: 0.9044 data_cost: 0.0006 ips: 8.8452 images/s [07/25 08:04:44] ppdet.engine INFO: Epoch: [8] [21600/54024] learning_rate: 0.000100 loss_class: 0.676930 loss_bbox: 0.100917 loss_giou: 0.485606 loss_class_aux: 4.137862 loss_bbox_aux: 0.657964 loss_giou_aux: 3.022331 loss_class_dn: 0.350437 loss_bbox_dn: 0.096309 loss_giou_dn: 0.375895 loss_class_aux_dn: 1.910119 loss_bbox_aux_dn: 0.587771 loss_giou_aux_dn: 2.125501 loss: 15.092207 eta: 35 days, 5:02:44 batch_cost: 0.7925 data_cost: 0.0028 ips: 10.0945 images/s [07/25 08:06:17] ppdet.engine INFO: Epoch: [8] [21700/54024] learning_rate: 0.000100 loss_class: 0.717191 loss_bbox: 0.114256 loss_giou: 0.537590 loss_class_aux: 4.383548 loss_bbox_aux: 0.758475 loss_giou_aux: 3.276970 loss_class_dn: 0.355451 loss_bbox_dn: 0.098495 loss_giou_dn: 0.398842 loss_class_aux_dn: 1.973408 loss_bbox_aux_dn: 0.584979 loss_giou_aux_dn: 2.285051 loss: 16.195953 eta: 35 days, 5:03:21 batch_cost: 0.8933 data_cost: 0.0212 ips: 8.9555 images/s [07/25 08:07:54] ppdet.engine INFO: Epoch: [8] [21800/54024] learning_rate: 0.000100 loss_class: 0.714497 loss_bbox: 0.111702 loss_giou: 0.508469 loss_class_aux: 4.422697 loss_bbox_aux: 0.724973 loss_giou_aux: 3.112457 loss_class_dn: 0.352863 loss_bbox_dn: 0.108156 loss_giou_dn: 0.379757 loss_class_aux_dn: 1.922855 loss_bbox_aux_dn: 0.650307 loss_giou_aux_dn: 2.158836 loss: 15.158608 eta: 35 days, 5:12:48 batch_cost: 0.9271 data_cost: 0.0087 ips: 8.6295 images/s [07/25 08:09:30] ppdet.engine INFO: Epoch: [8] [21900/54024] learning_rate: 0.000100 loss_class: 0.708962 loss_bbox: 0.118337 loss_giou: 0.555188 loss_class_aux: 4.332995 loss_bbox_aux: 0.776460 loss_giou_aux: 3.482669 loss_class_dn: 0.348812 loss_bbox_dn: 0.107291 loss_giou_dn: 0.400223 loss_class_aux_dn: 1.899063 loss_bbox_aux_dn: 0.672196 loss_giou_aux_dn: 2.300578 loss: 15.899637 eta: 35 days, 5:16:59 batch_cost: 0.9072 data_cost: 0.0687 ips: 8.8180 images/s [07/25 08:10:54] ppdet.engine INFO: Epoch: [8] [22000/54024] learning_rate: 0.000100 loss_class: 0.707334 loss_bbox: 0.113855 loss_giou: 0.482623 loss_class_aux: 4.323974 loss_bbox_aux: 0.763470 loss_giou_aux: 3.054384 loss_class_dn: 0.342774 loss_bbox_dn: 0.107749 loss_giou_dn: 0.377611 loss_class_aux_dn: 1.846759 loss_bbox_aux_dn: 0.662766 loss_giou_aux_dn: 2.166403 loss: 14.861268 eta: 35 days, 4:53:37 batch_cost: 0.8016 data_cost: 0.0006 ips: 9.9801 images/s [07/25 08:12:25] ppdet.engine INFO: Epoch: [8] [22100/54024] learning_rate: 0.000100 loss_class: 0.712333 loss_bbox: 0.117538 loss_giou: 0.501742 loss_class_aux: 4.480760 loss_bbox_aux: 0.771115 loss_giou_aux: 3.163721 loss_class_dn: 0.353751 loss_bbox_dn: 0.106391 loss_giou_dn: 0.392739 loss_class_aux_dn: 1.909091 loss_bbox_aux_dn: 0.667971 loss_giou_aux_dn: 2.232574 loss: 16.032129 eta: 35 days, 4:46:32 batch_cost: 0.8637 data_cost: 0.0006 ips: 9.2624 images/s [07/25 08:13:53] ppdet.engine INFO: Epoch: [8] [22200/54024] learning_rate: 0.000100 loss_class: 0.703587 loss_bbox: 0.111188 loss_giou: 0.523533 loss_class_aux: 4.355994 loss_bbox_aux: 0.750255 loss_giou_aux: 3.256204 loss_class_dn: 0.349631 loss_bbox_dn: 0.101321 loss_giou_dn: 0.408408 loss_class_aux_dn: 1.911570 loss_bbox_aux_dn: 0.640382 loss_giou_aux_dn: 2.309974 loss: 15.760543 eta: 35 days, 4:31:00 batch_cost: 0.8307 data_cost: 0.0365 ips: 9.6303 images/s [07/25 08:15:28] ppdet.engine INFO: Epoch: [8] [22300/54024] learning_rate: 0.000100 loss_class: 0.692393 loss_bbox: 0.109977 loss_giou: 0.464057 loss_class_aux: 4.360525 loss_bbox_aux: 0.751567 loss_giou_aux: 2.937932 loss_class_dn: 0.347054 loss_bbox_dn: 0.109140 loss_giou_dn: 0.368259 loss_class_aux_dn: 1.897748 loss_bbox_aux_dn: 0.657749 loss_giou_aux_dn: 2.103893 loss: 15.002617 eta: 35 days, 4:34:37 batch_cost: 0.9048 data_cost: 0.1034 ips: 8.8413 images/s [07/25 08:17:07] ppdet.engine INFO: Epoch: [8] [22400/54024] learning_rate: 0.000100 loss_class: 0.685887 loss_bbox: 0.106803 loss_giou: 0.484596 loss_class_aux: 4.265296 loss_bbox_aux: 0.704340 loss_giou_aux: 3.000457 loss_class_dn: 0.347232 loss_bbox_dn: 0.112083 loss_giou_dn: 0.384937 loss_class_aux_dn: 1.854647 loss_bbox_aux_dn: 0.698164 loss_giou_aux_dn: 2.150083 loss: 15.099113 eta: 35 days, 4:49:08 batch_cost: 0.9477 data_cost: 0.0960 ips: 8.4419 images/s [07/25 08:18:42] ppdet.engine INFO: Epoch: [8] [22500/54024] learning_rate: 0.000100 loss_class: 0.752558 loss_bbox: 0.121346 loss_giou: 0.541112 loss_class_aux: 4.648857 loss_bbox_aux: 0.766747 loss_giou_aux: 3.375497 loss_class_dn: 0.382895 loss_bbox_dn: 0.114974 loss_giou_dn: 0.416870 loss_class_aux_dn: 2.026047 loss_bbox_aux_dn: 0.699055 loss_giou_aux_dn: 2.374741 loss: 16.927133 eta: 35 days, 4:52:16 batch_cost: 0.9035 data_cost: 0.0530 ips: 8.8542 images/s [07/25 08:20:20] ppdet.engine INFO: Epoch: [8] [22600/54024] learning_rate: 0.000100 loss_class: 0.715612 loss_bbox: 0.114603 loss_giou: 0.535335 loss_class_aux: 4.489569 loss_bbox_aux: 0.730794 loss_giou_aux: 3.352936 loss_class_dn: 0.357226 loss_bbox_dn: 0.108274 loss_giou_dn: 0.413430 loss_class_aux_dn: 1.942184 loss_bbox_aux_dn: 0.654724 loss_giou_aux_dn: 2.357720 loss: 15.769825 eta: 35 days, 5:04:04 batch_cost: 0.9378 data_cost: 0.0145 ips: 8.5304 images/s [07/25 08:21:58] ppdet.engine INFO: Epoch: [8] [22700/54024] learning_rate: 0.000100 loss_class: 0.674963 loss_bbox: 0.118326 loss_giou: 0.461228 loss_class_aux: 4.203838 loss_bbox_aux: 0.770922 loss_giou_aux: 2.948726 loss_class_dn: 0.326723 loss_bbox_dn: 0.105634 loss_giou_dn: 0.369043 loss_class_aux_dn: 1.771756 loss_bbox_aux_dn: 0.670392 loss_giou_aux_dn: 2.079680 loss: 14.964961 eta: 35 days, 5:16:34 batch_cost: 0.9411 data_cost: 0.0781 ips: 8.5008 images/s [07/25 08:23:34] ppdet.engine INFO: Epoch: [8] [22800/54024] learning_rate: 0.000100 loss_class: 0.735544 loss_bbox: 0.112684 loss_giou: 0.498913 loss_class_aux: 4.454529 loss_bbox_aux: 0.773188 loss_giou_aux: 3.167374 loss_class_dn: 0.363790 loss_bbox_dn: 0.110595 loss_giou_dn: 0.393070 loss_class_aux_dn: 1.955441 loss_bbox_aux_dn: 0.683305 loss_giou_aux_dn: 2.241108 loss: 15.756042 eta: 35 days, 5:21:38 batch_cost: 0.9120 data_cost: 0.0007 ips: 8.7722 images/s [07/25 08:25:05] ppdet.engine INFO: Epoch: [8] [22900/54024] learning_rate: 0.000100 loss_class: 0.704238 loss_bbox: 0.112968 loss_giou: 0.512418 loss_class_aux: 4.342241 loss_bbox_aux: 0.735921 loss_giou_aux: 3.192985 loss_class_dn: 0.344150 loss_bbox_dn: 0.095958 loss_giou_dn: 0.388172 loss_class_aux_dn: 1.892154 loss_bbox_aux_dn: 0.591698 loss_giou_aux_dn: 2.146876 loss: 15.316242 eta: 35 days, 5:16:44 batch_cost: 0.8723 data_cost: 0.0775 ips: 9.1707 images/s [07/25 08:26:32] ppdet.engine INFO: Epoch: [8] [23000/54024] learning_rate: 0.000100 loss_class: 0.706790 loss_bbox: 0.115439 loss_giou: 0.504456 loss_class_aux: 4.400151 loss_bbox_aux: 0.748359 loss_giou_aux: 3.152470 loss_class_dn: 0.355536 loss_bbox_dn: 0.100638 loss_giou_dn: 0.393369 loss_class_aux_dn: 1.953269 loss_bbox_aux_dn: 0.639270 loss_giou_aux_dn: 2.258205 loss: 16.060877 eta: 35 days, 5:01:09 batch_cost: 0.8293 data_cost: 0.0006 ips: 9.6465 images/s [07/25 08:28:02] ppdet.engine INFO: Epoch: [8] [23100/54024] learning_rate: 0.000100 loss_class: 0.685328 loss_bbox: 0.109739 loss_giou: 0.488121 loss_class_aux: 4.311701 loss_bbox_aux: 0.718231 loss_giou_aux: 3.021613 loss_class_dn: 0.331855 loss_bbox_dn: 0.105288 loss_giou_dn: 0.368557 loss_class_aux_dn: 1.786648 loss_bbox_aux_dn: 0.661823 loss_giou_aux_dn: 2.119153 loss: 14.784341 eta: 35 days, 4:49:59 batch_cost: 0.8466 data_cost: 0.0006 ips: 9.4495 images/s [07/25 08:29:46] ppdet.engine INFO: Epoch: [8] [23200/54024] learning_rate: 0.000100 loss_class: 0.723511 loss_bbox: 0.106886 loss_giou: 0.561153 loss_class_aux: 4.504696 loss_bbox_aux: 0.699965 loss_giou_aux: 3.499607 loss_class_dn: 0.357035 loss_bbox_dn: 0.103725 loss_giou_dn: 0.417730 loss_class_aux_dn: 1.930866 loss_bbox_aux_dn: 0.639519 loss_giou_aux_dn: 2.366036 loss: 15.825400 eta: 35 days, 5:15:37 batch_cost: 0.9954 data_cost: 0.1355 ips: 8.0367 images/s [07/25 08:31:16] ppdet.engine INFO: Epoch: [8] [23300/54024] learning_rate: 0.000100 loss_class: 0.679002 loss_bbox: 0.104915 loss_giou: 0.466003 loss_class_aux: 4.252311 loss_bbox_aux: 0.699376 loss_giou_aux: 2.961698 loss_class_dn: 0.343629 loss_bbox_dn: 0.103116 loss_giou_dn: 0.352267 loss_class_aux_dn: 1.845363 loss_bbox_aux_dn: 0.633071 loss_giou_aux_dn: 2.021330 loss: 14.635322 eta: 35 days, 5:07:11 batch_cost: 0.8577 data_cost: 0.0056 ips: 9.3272 images/s [07/25 08:33:03] ppdet.engine INFO: Epoch: [8] [23400/54024] learning_rate: 0.000100 loss_class: 0.736083 loss_bbox: 0.127943 loss_giou: 0.525330 loss_class_aux: 4.633541 loss_bbox_aux: 0.849052 loss_giou_aux: 3.288074 loss_class_dn: 0.372608 loss_bbox_dn: 0.115710 loss_giou_dn: 0.412442 loss_class_aux_dn: 2.037452 loss_bbox_aux_dn: 0.718410 loss_giou_aux_dn: 2.357281 loss: 16.919742 eta: 35 days, 5:41:00 batch_cost: 1.0302 data_cost: 0.1688 ips: 7.7651 images/s [07/25 08:34:47] ppdet.engine INFO: Epoch: [8] [23500/54024] learning_rate: 0.000100 loss_class: 0.694066 loss_bbox: 0.113204 loss_giou: 0.468926 loss_class_aux: 4.291234 loss_bbox_aux: 0.712170 loss_giou_aux: 2.939838 loss_class_dn: 0.342387 loss_bbox_dn: 0.106014 loss_giou_dn: 0.362698 loss_class_aux_dn: 1.833771 loss_bbox_aux_dn: 0.682560 loss_giou_aux_dn: 2.104297 loss: 14.791163 eta: 35 days, 6:05:32 batch_cost: 0.9933 data_cost: 0.0550 ips: 8.0540 images/s [07/25 08:36:16] ppdet.engine INFO: Epoch: [8] [23600/54024] learning_rate: 0.000100 loss_class: 0.685380 loss_bbox: 0.111327 loss_giou: 0.470570 loss_class_aux: 4.311539 loss_bbox_aux: 0.711866 loss_giou_aux: 2.967057 loss_class_dn: 0.336416 loss_bbox_dn: 0.110984 loss_giou_dn: 0.395560 loss_class_aux_dn: 1.801231 loss_bbox_aux_dn: 0.666531 loss_giou_aux_dn: 2.221258 loss: 14.658497 eta: 35 days, 5:52:50 batch_cost: 0.8407 data_cost: 0.0006 ips: 9.5158 images/s [07/25 08:38:06] ppdet.engine INFO: Epoch: [8] [23700/54024] learning_rate: 0.000100 loss_class: 0.736047 loss_bbox: 0.115706 loss_giou: 0.521162 loss_class_aux: 4.530016 loss_bbox_aux: 0.735102 loss_giou_aux: 3.262342 loss_class_dn: 0.362299 loss_bbox_dn: 0.107267 loss_giou_dn: 0.398484 loss_class_aux_dn: 1.992351 loss_bbox_aux_dn: 0.663302 loss_giou_aux_dn: 2.249125 loss: 16.155217 eta: 35 days, 6:30:59 batch_cost: 1.0509 data_cost: 0.1067 ips: 7.6124 images/s [07/25 08:39:43] ppdet.engine INFO: Epoch: [8] [23800/54024] learning_rate: 0.000100 loss_class: 0.687970 loss_bbox: 0.118792 loss_giou: 0.476167 loss_class_aux: 4.321557 loss_bbox_aux: 0.749101 loss_giou_aux: 2.962916 loss_class_dn: 0.358343 loss_bbox_dn: 0.115769 loss_giou_dn: 0.361896 loss_class_aux_dn: 1.919480 loss_bbox_aux_dn: 0.688434 loss_giou_aux_dn: 2.074669 loss: 15.717841 eta: 35 days, 6:38:05 batch_cost: 0.9232 data_cost: 0.0006 ips: 8.6655 images/s [07/25 08:41:18] ppdet.engine INFO: Epoch: [8] [23900/54024] learning_rate: 0.000100 loss_class: 0.706532 loss_bbox: 0.109202 loss_giou: 0.509819 loss_class_aux: 4.399676 loss_bbox_aux: 0.722826 loss_giou_aux: 3.135682 loss_class_dn: 0.359707 loss_bbox_dn: 0.103559 loss_giou_dn: 0.404558 loss_class_aux_dn: 1.951213 loss_bbox_aux_dn: 0.633429 loss_giou_aux_dn: 2.302176 loss: 15.878649 eta: 35 days, 6:40:01 batch_cost: 0.9019 data_cost: 0.0183 ips: 8.8706 images/s [07/25 08:42:45] ppdet.engine INFO: Epoch: [8] [24000/54024] learning_rate: 0.000100 loss_class: 0.699804 loss_bbox: 0.120155 loss_giou: 0.519925 loss_class_aux: 4.330961 loss_bbox_aux: 0.795533 loss_giou_aux: 3.220884 loss_class_dn: 0.345969 loss_bbox_dn: 0.103709 loss_giou_dn: 0.395299 loss_class_aux_dn: 1.852553 loss_bbox_aux_dn: 0.657322 loss_giou_aux_dn: 2.249402 loss: 15.344683 eta: 35 days, 6:25:18 batch_cost: 0.8322 data_cost: 0.0006 ips: 9.6135 images/s [07/25 08:44:18] ppdet.engine INFO: Epoch: [8] [24100/54024] learning_rate: 0.000100 loss_class: 0.676500 loss_bbox: 0.113055 loss_giou: 0.535426 loss_class_aux: 4.232913 loss_bbox_aux: 0.738460 loss_giou_aux: 3.332532 loss_class_dn: 0.356887 loss_bbox_dn: 0.106607 loss_giou_dn: 0.403894 loss_class_aux_dn: 1.891878 loss_bbox_aux_dn: 0.651652 loss_giou_aux_dn: 2.284688 loss: 15.236336 eta: 35 days, 6:22:36 batch_cost: 0.8823 data_cost: 0.0006 ips: 9.0672 images/s [07/25 08:45:46] ppdet.engine INFO: Epoch: [8] [24200/54024] learning_rate: 0.000100 loss_class: 0.688741 loss_bbox: 0.106402 loss_giou: 0.487581 loss_class_aux: 4.272228 loss_bbox_aux: 0.687870 loss_giou_aux: 2.997860 loss_class_dn: 0.340470 loss_bbox_dn: 0.097059 loss_giou_dn: 0.374199 loss_class_aux_dn: 1.832628 loss_bbox_aux_dn: 0.585985 loss_giou_aux_dn: 2.091552 loss: 14.999913 eta: 35 days, 6:09:17 batch_cost: 0.8374 data_cost: 0.0028 ips: 9.5536 images/s [07/25 08:47:28] ppdet.engine INFO: Epoch: [8] [24300/54024] learning_rate: 0.000100 loss_class: 0.675675 loss_bbox: 0.111781 loss_giou: 0.485151 loss_class_aux: 4.382055 loss_bbox_aux: 0.734778 loss_giou_aux: 3.003252 loss_class_dn: 0.342144 loss_bbox_dn: 0.102084 loss_giou_dn: 0.373340 loss_class_aux_dn: 1.847587 loss_bbox_aux_dn: 0.650273 loss_giou_aux_dn: 2.125131 loss: 14.989490 eta: 35 days, 6:31:00 batch_cost: 0.9858 data_cost: 0.1464 ips: 8.1155 images/s [07/25 08:49:21] ppdet.engine INFO: Epoch: [8] [24400/54024] learning_rate: 0.000100 loss_class: 0.693885 loss_bbox: 0.116725 loss_giou: 0.517316 loss_class_aux: 4.330932 loss_bbox_aux: 0.775737 loss_giou_aux: 3.222578 loss_class_dn: 0.355305 loss_bbox_dn: 0.105509 loss_giou_dn: 0.394195 loss_class_aux_dn: 1.915752 loss_bbox_aux_dn: 0.628839 loss_giou_aux_dn: 2.239106 loss: 15.713651 eta: 35 days, 7:14:04 batch_cost: 1.0776 data_cost: 0.1871 ips: 7.4238 images/s [07/25 08:50:52] ppdet.engine INFO: Epoch: [8] [24500/54024] learning_rate: 0.000100 loss_class: 0.691276 loss_bbox: 0.117828 loss_giou: 0.508757 loss_class_aux: 4.280245 loss_bbox_aux: 0.759971 loss_giou_aux: 3.146066 loss_class_dn: 0.338477 loss_bbox_dn: 0.111805 loss_giou_dn: 0.391542 loss_class_aux_dn: 1.835246 loss_bbox_aux_dn: 0.668998 loss_giou_aux_dn: 2.191516 loss: 14.420937 eta: 35 days, 7:07:58 batch_cost: 0.8686 data_cost: 0.0520 ips: 9.2104 images/s [07/25 08:52:42] ppdet.engine INFO: Epoch: [8] [24600/54024] learning_rate: 0.000100 loss_class: 0.709507 loss_bbox: 0.112995 loss_giou: 0.551182 loss_class_aux: 4.381832 loss_bbox_aux: 0.737517 loss_giou_aux: 3.483445 loss_class_dn: 0.362281 loss_bbox_dn: 0.099562 loss_giou_dn: 0.421751 loss_class_aux_dn: 1.989552 loss_bbox_aux_dn: 0.610454 loss_giou_aux_dn: 2.418656 loss: 16.479913 eta: 35 days, 7:44:53 batch_cost: 1.0534 data_cost: 0.1356 ips: 7.5941 images/s [07/25 08:54:18] ppdet.engine INFO: Epoch: [8] [24700/54024] learning_rate: 0.000100 loss_class: 0.713077 loss_bbox: 0.112566 loss_giou: 0.480273 loss_class_aux: 4.308897 loss_bbox_aux: 0.721486 loss_giou_aux: 3.001405 loss_class_dn: 0.346820 loss_bbox_dn: 0.107002 loss_giou_dn: 0.372065 loss_class_aux_dn: 1.885128 loss_bbox_aux_dn: 0.645008 loss_giou_aux_dn: 2.102241 loss: 15.305783 eta: 35 days, 7:51:28 batch_cost: 0.9238 data_cost: 0.0041 ips: 8.6598 images/s [07/25 08:55:49] ppdet.engine INFO: Epoch: [8] [24800/54024] learning_rate: 0.000100 loss_class: 0.679582 loss_bbox: 0.111549 loss_giou: 0.438615 loss_class_aux: 4.220731 loss_bbox_aux: 0.732307 loss_giou_aux: 2.758804 loss_class_dn: 0.339641 loss_bbox_dn: 0.107021 loss_giou_dn: 0.362664 loss_class_aux_dn: 1.835581 loss_bbox_aux_dn: 0.661156 loss_giou_aux_dn: 2.065541 loss: 14.950941 eta: 35 days, 7:42:59 batch_cost: 0.8588 data_cost: 0.0630 ips: 9.3149 images/s [07/25 08:57:25] ppdet.engine INFO: Epoch: [8] [24900/54024] learning_rate: 0.000100 loss_class: 0.715464 loss_bbox: 0.107033 loss_giou: 0.490562 loss_class_aux: 4.441361 loss_bbox_aux: 0.702242 loss_giou_aux: 3.066745 loss_class_dn: 0.351975 loss_bbox_dn: 0.091782 loss_giou_dn: 0.370351 loss_class_aux_dn: 1.917823 loss_bbox_aux_dn: 0.561592 loss_giou_aux_dn: 2.097134 loss: 14.798253 eta: 35 days, 7:46:07 batch_cost: 0.9091 data_cost: 0.0070 ips: 8.8004 images/s [07/25 08:58:59] ppdet.engine INFO: Epoch: [8] [25000/54024] learning_rate: 0.000100 loss_class: 0.670392 loss_bbox: 0.111958 loss_giou: 0.468196 loss_class_aux: 4.120978 loss_bbox_aux: 0.747796 loss_giou_aux: 2.914113 loss_class_dn: 0.332873 loss_bbox_dn: 0.112183 loss_giou_dn: 0.363271 loss_class_aux_dn: 1.794283 loss_bbox_aux_dn: 0.666892 loss_giou_aux_dn: 2.095664 loss: 14.587330 eta: 35 days, 7:45:14 batch_cost: 0.8918 data_cost: 0.0006 ips: 8.9710 images/s [07/25 09:00:29] ppdet.engine INFO: Epoch: [8] [25100/54024] learning_rate: 0.000100 loss_class: 0.706083 loss_bbox: 0.114354 loss_giou: 0.535312 loss_class_aux: 4.406374 loss_bbox_aux: 0.734737 loss_giou_aux: 3.277504 loss_class_dn: 0.368302 loss_bbox_dn: 0.097143 loss_giou_dn: 0.403157 loss_class_aux_dn: 1.960300 loss_bbox_aux_dn: 0.619173 loss_giou_aux_dn: 2.299707 loss: 15.906903 eta: 35 days, 7:37:08 batch_cost: 0.8601 data_cost: 0.0161 ips: 9.3017 images/s [07/25 09:01:57] ppdet.engine INFO: Epoch: [8] [25200/54024] learning_rate: 0.000100 loss_class: 0.702926 loss_bbox: 0.108218 loss_giou: 0.488150 loss_class_aux: 4.427040 loss_bbox_aux: 0.712458 loss_giou_aux: 3.063342 loss_class_dn: 0.340514 loss_bbox_dn: 0.105873 loss_giou_dn: 0.362341 loss_class_aux_dn: 1.863155 loss_bbox_aux_dn: 0.648728 loss_giou_aux_dn: 2.066462 loss: 14.951922 eta: 35 days, 7:22:30 batch_cost: 0.8311 data_cost: 0.0140 ips: 9.6262 images/s [07/25 09:03:30] ppdet.engine INFO: Epoch: [8] [25300/54024] learning_rate: 0.000100 loss_class: 0.682560 loss_bbox: 0.099546 loss_giou: 0.458621 loss_class_aux: 4.303753 loss_bbox_aux: 0.659067 loss_giou_aux: 2.849976 loss_class_dn: 0.347831 loss_bbox_dn: 0.093882 loss_giou_dn: 0.359069 loss_class_aux_dn: 1.880698 loss_bbox_aux_dn: 0.594641 loss_giou_aux_dn: 2.055245 loss: 14.784851 eta: 35 days, 7:21:45 batch_cost: 0.8920 data_cost: 0.0007 ips: 8.9689 images/s [07/25 09:05:12] ppdet.engine INFO: Epoch: [8] [25400/54024] learning_rate: 0.000100 loss_class: 0.684056 loss_bbox: 0.112945 loss_giou: 0.499148 loss_class_aux: 4.226253 loss_bbox_aux: 0.750576 loss_giou_aux: 3.154641 loss_class_dn: 0.341922 loss_bbox_dn: 0.094382 loss_giou_dn: 0.379917 loss_class_aux_dn: 1.852161 loss_bbox_aux_dn: 0.609327 loss_giou_aux_dn: 2.162005 loss: 15.308414 eta: 35 days, 7:38:50 batch_cost: 0.9712 data_cost: 0.1076 ips: 8.2369 images/s [07/25 09:06:43] ppdet.engine INFO: Epoch: [8] [25500/54024] learning_rate: 0.000100 loss_class: 0.692639 loss_bbox: 0.116897 loss_giou: 0.489847 loss_class_aux: 4.337033 loss_bbox_aux: 0.746280 loss_giou_aux: 3.015877 loss_class_dn: 0.344839 loss_bbox_dn: 0.110164 loss_giou_dn: 0.373874 loss_class_aux_dn: 1.856246 loss_bbox_aux_dn: 0.659568 loss_giou_aux_dn: 2.108569 loss: 14.866897 eta: 35 days, 7:31:46 batch_cost: 0.8642 data_cost: 0.0006 ips: 9.2572 images/s [07/25 09:08:14] ppdet.engine INFO: Epoch: [8] [25600/54024] learning_rate: 0.000100 loss_class: 0.750621 loss_bbox: 0.120454 loss_giou: 0.512619 loss_class_aux: 4.605138 loss_bbox_aux: 0.767424 loss_giou_aux: 3.215052 loss_class_dn: 0.364772 loss_bbox_dn: 0.108811 loss_giou_dn: 0.407820 loss_class_aux_dn: 1.961906 loss_bbox_aux_dn: 0.692185 loss_giou_aux_dn: 2.314139 loss: 16.320255 eta: 35 days, 7:25:26 batch_cost: 0.8673 data_cost: 0.0546 ips: 9.2236 images/s [07/25 09:09:52] ppdet.engine INFO: Epoch: [8] [25700/54024] learning_rate: 0.000100 loss_class: 0.748036 loss_bbox: 0.115431 loss_giou: 0.548568 loss_class_aux: 4.595754 loss_bbox_aux: 0.771613 loss_giou_aux: 3.347594 loss_class_dn: 0.357050 loss_bbox_dn: 0.110002 loss_giou_dn: 0.393603 loss_class_aux_dn: 1.894111 loss_bbox_aux_dn: 0.698412 loss_giou_aux_dn: 2.261684 loss: 16.141218 eta: 35 days, 7:33:19 batch_cost: 0.9310 data_cost: 0.0868 ips: 8.5931 images/s [07/25 09:11:22] ppdet.engine INFO: Epoch: [8] [25800/54024] learning_rate: 0.000100 loss_class: 0.707594 loss_bbox: 0.110527 loss_giou: 0.468716 loss_class_aux: 4.344695 loss_bbox_aux: 0.734523 loss_giou_aux: 2.929581 loss_class_dn: 0.335893 loss_bbox_dn: 0.098752 loss_giou_dn: 0.368718 loss_class_aux_dn: 1.822239 loss_bbox_aux_dn: 0.623944 loss_giou_aux_dn: 2.125586 loss: 15.151914 eta: 35 days, 7:24:45 batch_cost: 0.8572 data_cost: 0.0006 ips: 9.3332 images/s [07/25 09:12:56] ppdet.engine INFO: Epoch: [8] [25900/54024] learning_rate: 0.000100 loss_class: 0.659917 loss_bbox: 0.104554 loss_giou: 0.440468 loss_class_aux: 4.071259 loss_bbox_aux: 0.693888 loss_giou_aux: 2.758133 loss_class_dn: 0.317833 loss_bbox_dn: 0.097862 loss_giou_dn: 0.347455 loss_class_aux_dn: 1.707295 loss_bbox_aux_dn: 0.603084 loss_giou_aux_dn: 1.987669 loss: 14.119605 eta: 35 days, 7:24:03 batch_cost: 0.8925 data_cost: 0.0006 ips: 8.9640 images/s [07/25 09:14:24] ppdet.engine INFO: Epoch: [8] [26000/54024] learning_rate: 0.000100 loss_class: 0.681721 loss_bbox: 0.114871 loss_giou: 0.525468 loss_class_aux: 4.286269 loss_bbox_aux: 0.752856 loss_giou_aux: 3.260577 loss_class_dn: 0.343146 loss_bbox_dn: 0.109839 loss_giou_dn: 0.388112 loss_class_aux_dn: 1.843620 loss_bbox_aux_dn: 0.676228 loss_giou_aux_dn: 2.195051 loss: 15.497919 eta: 35 days, 7:12:09 batch_cost: 0.8417 data_cost: 0.0006 ips: 9.5049 images/s [07/25 09:15:55] ppdet.engine INFO: Epoch: [8] [26100/54024] learning_rate: 0.000100 loss_class: 0.662466 loss_bbox: 0.108426 loss_giou: 0.495154 loss_class_aux: 4.211971 loss_bbox_aux: 0.708472 loss_giou_aux: 3.105271 loss_class_dn: 0.337252 loss_bbox_dn: 0.106332 loss_giou_dn: 0.367304 loss_class_aux_dn: 1.829197 loss_bbox_aux_dn: 0.649218 loss_giou_aux_dn: 2.095418 loss: 14.681558 eta: 35 days, 7:05:44 batch_cost: 0.8662 data_cost: 0.0427 ips: 9.2357 images/s [07/25 09:17:29] ppdet.engine INFO: Epoch: [8] [26200/54024] learning_rate: 0.000100 loss_class: 0.699084 loss_bbox: 0.114662 loss_giou: 0.482062 loss_class_aux: 4.291206 loss_bbox_aux: 0.768379 loss_giou_aux: 3.029337 loss_class_dn: 0.355509 loss_bbox_dn: 0.109051 loss_giou_dn: 0.371513 loss_class_aux_dn: 1.886665 loss_bbox_aux_dn: 0.663882 loss_giou_aux_dn: 2.089192 loss: 15.178675 eta: 35 days, 7:04:35 batch_cost: 0.8903 data_cost: 0.0140 ips: 8.9859 images/s [07/25 09:18:54] ppdet.engine INFO: Epoch: [8] [26300/54024] learning_rate: 0.000100 loss_class: 0.737781 loss_bbox: 0.116186 loss_giou: 0.517224 loss_class_aux: 4.556831 loss_bbox_aux: 0.772475 loss_giou_aux: 3.190268 loss_class_dn: 0.363116 loss_bbox_dn: 0.121446 loss_giou_dn: 0.393382 loss_class_aux_dn: 1.963951 loss_bbox_aux_dn: 0.737107 loss_giou_aux_dn: 2.225837 loss: 15.469683 eta: 35 days, 6:45:27 batch_cost: 0.8075 data_cost: 0.0027 ips: 9.9070 images/s [07/25 09:20:32] ppdet.engine INFO: Epoch: [8] [26400/54024] learning_rate: 0.000100 loss_class: 0.690706 loss_bbox: 0.106553 loss_giou: 0.475679 loss_class_aux: 4.329208 loss_bbox_aux: 0.695416 loss_giou_aux: 2.994960 loss_class_dn: 0.333070 loss_bbox_dn: 0.098389 loss_giou_dn: 0.370622 loss_class_aux_dn: 1.778851 loss_bbox_aux_dn: 0.631847 loss_giou_aux_dn: 2.085970 loss: 14.598236 eta: 35 days, 6:53:21 batch_cost: 0.9317 data_cost: 0.1446 ips: 8.5868 images/s [07/25 09:22:07] ppdet.engine INFO: Epoch: [8] [26500/54024] learning_rate: 0.000100 loss_class: 0.720632 loss_bbox: 0.114203 loss_giou: 0.493616 loss_class_aux: 4.492100 loss_bbox_aux: 0.767230 loss_giou_aux: 3.137581 loss_class_dn: 0.357929 loss_bbox_dn: 0.110162 loss_giou_dn: 0.387342 loss_class_aux_dn: 1.916902 loss_bbox_aux_dn: 0.685451 loss_giou_aux_dn: 2.225278 loss: 16.022888 eta: 35 days, 6:54:49 batch_cost: 0.9023 data_cost: 0.0706 ips: 8.8662 images/s [07/25 09:23:33] ppdet.engine INFO: Epoch: [8] [26600/54024] learning_rate: 0.000100 loss_class: 0.703364 loss_bbox: 0.101926 loss_giou: 0.465512 loss_class_aux: 4.441740 loss_bbox_aux: 0.680965 loss_giou_aux: 2.945097 loss_class_dn: 0.350794 loss_bbox_dn: 0.095737 loss_giou_dn: 0.374458 loss_class_aux_dn: 1.892976 loss_bbox_aux_dn: 0.602751 loss_giou_aux_dn: 2.114941 loss: 15.016625 eta: 35 days, 6:38:14 batch_cost: 0.8184 data_cost: 0.0006 ips: 9.7756 images/s [07/25 09:25:16] ppdet.engine INFO: Epoch: [8] [26700/54024] learning_rate: 0.000100 loss_class: 0.694951 loss_bbox: 0.111823 loss_giou: 0.516395 loss_class_aux: 4.351907 loss_bbox_aux: 0.716218 loss_giou_aux: 3.235218 loss_class_dn: 0.348773 loss_bbox_dn: 0.102940 loss_giou_dn: 0.394647 loss_class_aux_dn: 1.886993 loss_bbox_aux_dn: 0.639478 loss_giou_aux_dn: 2.232867 loss: 15.229817 eta: 35 days, 6:59:23 batch_cost: 0.9940 data_cost: 0.0173 ips: 8.0486 images/s [07/25 09:26:41] ppdet.engine INFO: Epoch: [8] [26800/54024] learning_rate: 0.000100 loss_class: 0.746334 loss_bbox: 0.114463 loss_giou: 0.492987 loss_class_aux: 4.645042 loss_bbox_aux: 0.739262 loss_giou_aux: 3.072106 loss_class_dn: 0.370049 loss_bbox_dn: 0.110117 loss_giou_dn: 0.390440 loss_class_aux_dn: 2.010590 loss_bbox_aux_dn: 0.670556 loss_giou_aux_dn: 2.240063 loss: 16.179657 eta: 35 days, 6:40:23 batch_cost: 0.8067 data_cost: 0.0246 ips: 9.9168 images/s [07/25 09:28:14] ppdet.engine INFO: Epoch: [8] [26900/54024] learning_rate: 0.000100 loss_class: 0.726210 loss_bbox: 0.119952 loss_giou: 0.559016 loss_class_aux: 4.497987 loss_bbox_aux: 0.784584 loss_giou_aux: 3.460898 loss_class_dn: 0.354922 loss_bbox_dn: 0.113211 loss_giou_dn: 0.412682 loss_class_aux_dn: 1.940833 loss_bbox_aux_dn: 0.666498 loss_giou_aux_dn: 2.352551 loss: 16.017695 eta: 35 days, 6:37:14 batch_cost: 0.8805 data_cost: 0.0357 ips: 9.0855 images/s [07/25 09:30:10] ppdet.engine INFO: Epoch: [8] [27000/54024] learning_rate: 0.000100 loss_class: 0.715669 loss_bbox: 0.107612 loss_giou: 0.464924 loss_class_aux: 4.504050 loss_bbox_aux: 0.716468 loss_giou_aux: 2.954819 loss_class_dn: 0.334445 loss_bbox_dn: 0.106480 loss_giou_dn: 0.367226 loss_class_aux_dn: 1.818519 loss_bbox_aux_dn: 0.648498 loss_giou_aux_dn: 2.087038 loss: 14.561399 eta: 35 days, 7:25:08 batch_cost: 1.1217 data_cost: 0.0393 ips: 7.1323 images/s [07/25 09:31:41] ppdet.engine INFO: Epoch: [8] [27100/54024] learning_rate: 0.000100 loss_class: 0.711616 loss_bbox: 0.116663 loss_giou: 0.513670 loss_class_aux: 4.407875 loss_bbox_aux: 0.754214 loss_giou_aux: 3.223785 loss_class_dn: 0.346866 loss_bbox_dn: 0.103335 loss_giou_dn: 0.396592 loss_class_aux_dn: 1.899687 loss_bbox_aux_dn: 0.647222 loss_giou_aux_dn: 2.270606 loss: 15.653213 eta: 35 days, 7:17:49 batch_cost: 0.8616 data_cost: 0.0060 ips: 9.2850 images/s [07/25 09:33:36] ppdet.engine INFO: Epoch: [8] [27200/54024] learning_rate: 0.000100 loss_class: 0.703909 loss_bbox: 0.115462 loss_giou: 0.494782 loss_class_aux: 4.407813 loss_bbox_aux: 0.734279 loss_giou_aux: 3.134088 loss_class_dn: 0.356923 loss_bbox_dn: 0.106179 loss_giou_dn: 0.383965 loss_class_aux_dn: 1.924663 loss_bbox_aux_dn: 0.645765 loss_giou_aux_dn: 2.190785 loss: 15.491370 eta: 35 days, 8:00:51 batch_cost: 1.1010 data_cost: 0.1312 ips: 7.2661 images/s [07/25 09:35:15] ppdet.engine INFO: Epoch: [8] [27300/54024] learning_rate: 0.000100 loss_class: 0.715540 loss_bbox: 0.113188 loss_giou: 0.510700 loss_class_aux: 4.395759 loss_bbox_aux: 0.734698 loss_giou_aux: 3.221829 loss_class_dn: 0.360865 loss_bbox_dn: 0.101221 loss_giou_dn: 0.392598 loss_class_aux_dn: 1.958907 loss_bbox_aux_dn: 0.635525 loss_giou_aux_dn: 2.219694 loss: 15.696042 eta: 35 days, 8:10:06 batch_cost: 0.9411 data_cost: 0.0216 ips: 8.5004 images/s [07/25 09:36:42] ppdet.engine INFO: Epoch: [8] [27400/54024] learning_rate: 0.000100 loss_class: 0.726732 loss_bbox: 0.112107 loss_giou: 0.517102 loss_class_aux: 4.512545 loss_bbox_aux: 0.733088 loss_giou_aux: 3.227967 loss_class_dn: 0.370965 loss_bbox_dn: 0.102917 loss_giou_dn: 0.388075 loss_class_aux_dn: 2.023044 loss_bbox_aux_dn: 0.630135 loss_giou_aux_dn: 2.193019 loss: 15.414165 eta: 35 days, 7:55:58 batch_cost: 0.8295 data_cost: 0.0250 ips: 9.6441 images/s [07/25 09:38:19] ppdet.engine INFO: Epoch: [8] [27500/54024] learning_rate: 0.000100 loss_class: 0.655539 loss_bbox: 0.102530 loss_giou: 0.448422 loss_class_aux: 4.011621 loss_bbox_aux: 0.667261 loss_giou_aux: 2.863268 loss_class_dn: 0.323914 loss_bbox_dn: 0.096441 loss_giou_dn: 0.356126 loss_class_aux_dn: 1.709937 loss_bbox_aux_dn: 0.605094 loss_giou_aux_dn: 2.046791 loss: 14.301544 eta: 35 days, 8:00:49 batch_cost: 0.9204 data_cost: 0.0006 ips: 8.6915 images/s [07/25 09:39:49] ppdet.engine INFO: Epoch: [8] [27600/54024] learning_rate: 0.000100 loss_class: 0.712966 loss_bbox: 0.117543 loss_giou: 0.543703 loss_class_aux: 4.414361 loss_bbox_aux: 0.770398 loss_giou_aux: 3.406831 loss_class_dn: 0.365798 loss_bbox_dn: 0.106636 loss_giou_dn: 0.414410 loss_class_aux_dn: 1.954226 loss_bbox_aux_dn: 0.647464 loss_giou_aux_dn: 2.362281 loss: 15.967490 eta: 35 days, 7:52:22 batch_cost: 0.8564 data_cost: 0.0007 ips: 9.3413 images/s [07/25 09:41:37] ppdet.engine INFO: Epoch: [8] [27700/54024] learning_rate: 0.000100 loss_class: 0.731022 loss_bbox: 0.116570 loss_giou: 0.522061 loss_class_aux: 4.555681 loss_bbox_aux: 0.765522 loss_giou_aux: 3.197034 loss_class_dn: 0.335412 loss_bbox_dn: 0.104650 loss_giou_dn: 0.369163 loss_class_aux_dn: 1.817131 loss_bbox_aux_dn: 0.653035 loss_giou_aux_dn: 2.163252 loss: 15.122292 eta: 35 days, 8:22:39 batch_cost: 1.0438 data_cost: 0.1441 ips: 7.6640 images/s [07/25 09:43:07] ppdet.engine INFO: Epoch: [8] [27800/54024] learning_rate: 0.000100 loss_class: 0.729295 loss_bbox: 0.116531 loss_giou: 0.529117 loss_class_aux: 4.531845 loss_bbox_aux: 0.757838 loss_giou_aux: 3.295384 loss_class_dn: 0.357928 loss_bbox_dn: 0.114163 loss_giou_dn: 0.405298 loss_class_aux_dn: 1.918057 loss_bbox_aux_dn: 0.683188 loss_giou_aux_dn: 2.294368 loss: 15.990259 eta: 35 days, 8:13:49 batch_cost: 0.8547 data_cost: 0.0008 ips: 9.3597 images/s [07/25 09:44:44] ppdet.engine INFO: Epoch: [8] [27900/54024] learning_rate: 0.000100 loss_class: 0.674070 loss_bbox: 0.112027 loss_giou: 0.488661 loss_class_aux: 4.247946 loss_bbox_aux: 0.722615 loss_giou_aux: 3.020529 loss_class_dn: 0.354869 loss_bbox_dn: 0.103312 loss_giou_dn: 0.380183 loss_class_aux_dn: 1.969605 loss_bbox_aux_dn: 0.643429 loss_giou_aux_dn: 2.151741 loss: 15.363094 eta: 35 days, 8:19:35 batch_cost: 0.9257 data_cost: 0.0571 ips: 8.6417 images/s [07/25 09:46:34] ppdet.engine INFO: Epoch: [8] [28000/54024] learning_rate: 0.000100 loss_class: 0.689164 loss_bbox: 0.110045 loss_giou: 0.482380 loss_class_aux: 4.311404 loss_bbox_aux: 0.714124 loss_giou_aux: 3.030091 loss_class_dn: 0.339894 loss_bbox_dn: 0.105013 loss_giou_dn: 0.371881 loss_class_aux_dn: 1.826725 loss_bbox_aux_dn: 0.630776 loss_giou_aux_dn: 2.100190 loss: 14.722201 eta: 35 days, 8:53:02 batch_cost: 1.0616 data_cost: 0.0006 ips: 7.5360 images/s [07/25 09:48:05] ppdet.engine INFO: Epoch: [8] [28100/54024] learning_rate: 0.000100 loss_class: 0.697035 loss_bbox: 0.109821 loss_giou: 0.445395 loss_class_aux: 4.427541 loss_bbox_aux: 0.742918 loss_giou_aux: 2.838910 loss_class_dn: 0.339988 loss_bbox_dn: 0.109055 loss_giou_dn: 0.360278 loss_class_aux_dn: 1.833898 loss_bbox_aux_dn: 0.654430 loss_giou_aux_dn: 2.081359 loss: 15.008116 eta: 35 days, 8:46:00 batch_cost: 0.8638 data_cost: 0.0006 ips: 9.2613 images/s [07/25 09:49:43] ppdet.engine INFO: Epoch: [8] [28200/54024] learning_rate: 0.000100 loss_class: 0.713811 loss_bbox: 0.115119 loss_giou: 0.522031 loss_class_aux: 4.490331 loss_bbox_aux: 0.737672 loss_giou_aux: 3.255383 loss_class_dn: 0.359529 loss_bbox_dn: 0.110636 loss_giou_dn: 0.396385 loss_class_aux_dn: 1.935546 loss_bbox_aux_dn: 0.686638 loss_giou_aux_dn: 2.256246 loss: 15.679631 eta: 35 days, 8:53:11 batch_cost: 0.9337 data_cost: 0.0006 ips: 8.5677 images/s [07/25 09:51:31] ppdet.engine INFO: Epoch: [8] [28300/54024] learning_rate: 0.000100 loss_class: 0.668874 loss_bbox: 0.101954 loss_giou: 0.473675 loss_class_aux: 4.118642 loss_bbox_aux: 0.671301 loss_giou_aux: 2.977819 loss_class_dn: 0.331141 loss_bbox_dn: 0.101652 loss_giou_dn: 0.369981 loss_class_aux_dn: 1.806961 loss_bbox_aux_dn: 0.622660 loss_giou_aux_dn: 2.087464 loss: 14.597431 eta: 35 days, 9:21:04 batch_cost: 1.0365 data_cost: 0.0708 ips: 7.7181 images/s [07/25 09:52:57] ppdet.engine INFO: Epoch: [8] [28400/54024] learning_rate: 0.000100 loss_class: 0.703285 loss_bbox: 0.117825 loss_giou: 0.527081 loss_class_aux: 4.439869 loss_bbox_aux: 0.768133 loss_giou_aux: 3.264289 loss_class_dn: 0.353912 loss_bbox_dn: 0.103404 loss_giou_dn: 0.389881 loss_class_aux_dn: 1.943555 loss_bbox_aux_dn: 0.655927 loss_giou_aux_dn: 2.278052 loss: 15.138334 eta: 35 days, 9:04:58 batch_cost: 0.8191 data_cost: 0.0006 ips: 9.7670 images/s [07/25 09:54:29] ppdet.engine INFO: Epoch: [8] [28500/54024] learning_rate: 0.000100 loss_class: 0.738175 loss_bbox: 0.112827 loss_giou: 0.483840 loss_class_aux: 4.645793 loss_bbox_aux: 0.752332 loss_giou_aux: 3.081810 loss_class_dn: 0.357265 loss_bbox_dn: 0.110098 loss_giou_dn: 0.380038 loss_class_aux_dn: 1.949269 loss_bbox_aux_dn: 0.688700 loss_giou_aux_dn: 2.168976 loss: 15.644691 eta: 35 days, 9:00:08 batch_cost: 0.8747 data_cost: 0.0008 ips: 9.1462 images/s [07/25 09:56:01] ppdet.engine INFO: Epoch: [8] [28600/54024] learning_rate: 0.000100 loss_class: 0.744124 loss_bbox: 0.112411 loss_giou: 0.540018 loss_class_aux: 4.622989 loss_bbox_aux: 0.740904 loss_giou_aux: 3.425949 loss_class_dn: 0.377852 loss_bbox_dn: 0.109444 loss_giou_dn: 0.416554 loss_class_aux_dn: 2.045054 loss_bbox_aux_dn: 0.689349 loss_giou_aux_dn: 2.376010 loss: 16.486200 eta: 35 days, 8:55:40 batch_cost: 0.8764 data_cost: 0.0447 ips: 9.1285 images/s [07/25 09:57:32] ppdet.engine INFO: Epoch: [8] [28700/54024] learning_rate: 0.000100 loss_class: 0.683870 loss_bbox: 0.106546 loss_giou: 0.453169 loss_class_aux: 4.272079 loss_bbox_aux: 0.695333 loss_giou_aux: 2.880477 loss_class_dn: 0.327627 loss_bbox_dn: 0.108458 loss_giou_dn: 0.358107 loss_class_aux_dn: 1.791875 loss_bbox_aux_dn: 0.677457 loss_giou_aux_dn: 2.030505 loss: 14.607490 eta: 35 days, 8:48:48 batch_cost: 0.8642 data_cost: 0.0008 ips: 9.2566 images/s [07/25 09:59:06] ppdet.engine INFO: Epoch: [8] [28800/54024] learning_rate: 0.000100 loss_class: 0.686768 loss_bbox: 0.112906 loss_giou: 0.461032 loss_class_aux: 4.281145 loss_bbox_aux: 0.728773 loss_giou_aux: 2.866742 loss_class_dn: 0.340434 loss_bbox_dn: 0.106254 loss_giou_dn: 0.356661 loss_class_aux_dn: 1.845889 loss_bbox_aux_dn: 0.658932 loss_giou_aux_dn: 2.044300 loss: 14.806046 eta: 35 days, 8:47:37 batch_cost: 0.8927 data_cost: 0.0753 ips: 8.9612 images/s [07/25 10:00:39] ppdet.engine INFO: Epoch: [8] [28900/54024] learning_rate: 0.000100 loss_class: 0.685804 loss_bbox: 0.106527 loss_giou: 0.454265 loss_class_aux: 4.196128 loss_bbox_aux: 0.688990 loss_giou_aux: 2.873351 loss_class_dn: 0.324980 loss_bbox_dn: 0.100598 loss_giou_dn: 0.354567 loss_class_aux_dn: 1.761527 loss_bbox_aux_dn: 0.619627 loss_giou_aux_dn: 2.046523 loss: 14.015725 eta: 35 days, 8:46:07 batch_cost: 0.8911 data_cost: 0.0270 ips: 8.9776 images/s [07/25 10:02:14] ppdet.engine INFO: Epoch: [8] [29000/54024] learning_rate: 0.000100 loss_class: 0.747921 loss_bbox: 0.112247 loss_giou: 0.484338 loss_class_aux: 4.612581 loss_bbox_aux: 0.738821 loss_giou_aux: 3.057044 loss_class_dn: 0.364990 loss_bbox_dn: 0.101506 loss_giou_dn: 0.400586 loss_class_aux_dn: 1.965903 loss_bbox_aux_dn: 0.654989 loss_giou_aux_dn: 2.285187 loss: 16.389040 eta: 35 days, 8:47:35 batch_cost: 0.9061 data_cost: 0.0127 ips: 8.8286 images/s [07/25 10:03:55] ppdet.engine INFO: Epoch: [8] [29100/54024] learning_rate: 0.000100 loss_class: 0.668356 loss_bbox: 0.113551 loss_giou: 0.530754 loss_class_aux: 4.124315 loss_bbox_aux: 0.727185 loss_giou_aux: 3.354758 loss_class_dn: 0.353829 loss_bbox_dn: 0.105220 loss_giou_dn: 0.401298 loss_class_aux_dn: 1.904918 loss_bbox_aux_dn: 0.619263 loss_giou_aux_dn: 2.283096 loss: 15.463632 eta: 35 days, 9:00:10 batch_cost: 0.9629 data_cost: 0.0006 ips: 8.3083 images/s [07/25 10:05:22] ppdet.engine INFO: Epoch: [8] [29200/54024] learning_rate: 0.000100 loss_class: 0.682063 loss_bbox: 0.114844 loss_giou: 0.500828 loss_class_aux: 4.215192 loss_bbox_aux: 0.771897 loss_giou_aux: 3.123360 loss_class_dn: 0.346478 loss_bbox_dn: 0.107943 loss_giou_dn: 0.388697 loss_class_aux_dn: 1.861166 loss_bbox_aux_dn: 0.662837 loss_giou_aux_dn: 2.196886 loss: 15.061705 eta: 35 days, 8:45:58 batch_cost: 0.8265 data_cost: 0.0162 ips: 9.6792 images/s [07/25 10:06:58] ppdet.engine INFO: Epoch: [8] [29300/54024] learning_rate: 0.000100 loss_class: 0.695307 loss_bbox: 0.104671 loss_giou: 0.483447 loss_class_aux: 4.289415 loss_bbox_aux: 0.716812 loss_giou_aux: 3.024343 loss_class_dn: 0.332249 loss_bbox_dn: 0.101758 loss_giou_dn: 0.359582 loss_class_aux_dn: 1.791103 loss_bbox_aux_dn: 0.635679 loss_giou_aux_dn: 2.079540 loss: 14.602553 eta: 35 days, 8:50:20 batch_cost: 0.9213 data_cost: 0.0006 ips: 8.6833 images/s [07/25 10:08:35] ppdet.engine INFO: Epoch: [8] [29400/54024] learning_rate: 0.000100 loss_class: 0.691281 loss_bbox: 0.107282 loss_giou: 0.501945 loss_class_aux: 4.338887 loss_bbox_aux: 0.687594 loss_giou_aux: 3.125817 loss_class_dn: 0.338865 loss_bbox_dn: 0.101328 loss_giou_dn: 0.368796 loss_class_aux_dn: 1.827032 loss_bbox_aux_dn: 0.627951 loss_giou_aux_dn: 2.113285 loss: 14.959991 eta: 35 days, 8:55:39 batch_cost: 0.9264 data_cost: 0.0475 ips: 8.6355 images/s [07/25 10:10:00] ppdet.engine INFO: Epoch: [8] [29500/54024] learning_rate: 0.000100 loss_class: 0.689076 loss_bbox: 0.113655 loss_giou: 0.507132 loss_class_aux: 4.295103 loss_bbox_aux: 0.754768 loss_giou_aux: 3.151533 loss_class_dn: 0.347898 loss_bbox_dn: 0.107508 loss_giou_dn: 0.380707 loss_class_aux_dn: 1.872833 loss_bbox_aux_dn: 0.672351 loss_giou_aux_dn: 2.198820 loss: 15.237203 eta: 35 days, 8:37:26 batch_cost: 0.8051 data_cost: 0.0008 ips: 9.9371 images/s [07/25 10:11:48] ppdet.engine INFO: Epoch: [8] [29600/54024] learning_rate: 0.000100 loss_class: 0.688881 loss_bbox: 0.109690 loss_giou: 0.441936 loss_class_aux: 4.264731 loss_bbox_aux: 0.714850 loss_giou_aux: 2.741215 loss_class_dn: 0.317045 loss_bbox_dn: 0.103798 loss_giou_dn: 0.344498 loss_class_aux_dn: 1.715304 loss_bbox_aux_dn: 0.638859 loss_giou_aux_dn: 1.953882 loss: 13.996542 eta: 35 days, 9:05:05 batch_cost: 1.0422 data_cost: 0.1003 ips: 7.6762 images/s [07/25 10:13:31] ppdet.engine INFO: Epoch: [8] [29700/54024] learning_rate: 0.000100 loss_class: 0.708856 loss_bbox: 0.118145 loss_giou: 0.502934 loss_class_aux: 4.406589 loss_bbox_aux: 0.776992 loss_giou_aux: 3.106458 loss_class_dn: 0.356517 loss_bbox_dn: 0.113380 loss_giou_dn: 0.396820 loss_class_aux_dn: 1.952993 loss_bbox_aux_dn: 0.659930 loss_giou_aux_dn: 2.259157 loss: 15.355405 eta: 35 days, 9:21:58 batch_cost: 0.9871 data_cost: 0.1519 ips: 8.1042 images/s [07/25 10:15:08] ppdet.engine INFO: Epoch: [8] [29800/54024] learning_rate: 0.000100 loss_class: 0.706610 loss_bbox: 0.106639 loss_giou: 0.472586 loss_class_aux: 4.363115 loss_bbox_aux: 0.712120 loss_giou_aux: 2.966013 loss_class_dn: 0.342295 loss_bbox_dn: 0.103312 loss_giou_dn: 0.368715 loss_class_aux_dn: 1.858425 loss_bbox_aux_dn: 0.646004 loss_giou_aux_dn: 2.116534 loss: 15.189593 eta: 35 days, 9:26:32 batch_cost: 0.9236 data_cost: 0.0008 ips: 8.6616 images/s [07/25 10:17:10] ppdet.engine INFO: Epoch: [8] [29900/54024] learning_rate: 0.000100 loss_class: 0.699582 loss_bbox: 0.108179 loss_giou: 0.492838 loss_class_aux: 4.415596 loss_bbox_aux: 0.707549 loss_giou_aux: 3.070562 loss_class_dn: 0.351685 loss_bbox_dn: 0.109826 loss_giou_dn: 0.381662 loss_class_aux_dn: 1.878810 loss_bbox_aux_dn: 0.664827 loss_giou_aux_dn: 2.183296 loss: 14.790753 eta: 35 days, 10:19:21 batch_cost: 1.1764 data_cost: 0.0242 ips: 6.8004 images/s [07/25 10:18:46] ppdet.engine INFO: Epoch: [8] [30000/54024] learning_rate: 0.000100 loss_class: 0.687673 loss_bbox: 0.099369 loss_giou: 0.482337 loss_class_aux: 4.303126 loss_bbox_aux: 0.647839 loss_giou_aux: 3.041414 loss_class_dn: 0.336832 loss_bbox_dn: 0.096461 loss_giou_dn: 0.375025 loss_class_aux_dn: 1.844884 loss_bbox_aux_dn: 0.599812 loss_giou_aux_dn: 2.129478 loss: 15.032062 eta: 35 days, 10:21:29 batch_cost: 0.9121 data_cost: 0.0750 ips: 8.7712 images/s [07/25 10:20:22] ppdet.engine INFO: Epoch: [8] [30100/54024] learning_rate: 0.000100 loss_class: 0.677202 loss_bbox: 0.108812 loss_giou: 0.515292 loss_class_aux: 4.287291 loss_bbox_aux: 0.722613 loss_giou_aux: 3.233823 loss_class_dn: 0.341112 loss_bbox_dn: 0.096106 loss_giou_dn: 0.373326 loss_class_aux_dn: 1.840265 loss_bbox_aux_dn: 0.593614 loss_giou_aux_dn: 2.139771 loss: 14.817409 eta: 35 days, 10:24:48 batch_cost: 0.9185 data_cost: 0.0133 ips: 8.7099 images/s [07/25 10:22:13] ppdet.engine INFO: Epoch: [8] [30200/54024] learning_rate: 0.000100 loss_class: 0.701804 loss_bbox: 0.113795 loss_giou: 0.544537 loss_class_aux: 4.439525 loss_bbox_aux: 0.751910 loss_giou_aux: 3.371429 loss_class_dn: 0.359949 loss_bbox_dn: 0.104091 loss_giou_dn: 0.418777 loss_class_aux_dn: 1.966873 loss_bbox_aux_dn: 0.637442 loss_giou_aux_dn: 2.379257 loss: 15.933728 eta: 35 days, 10:55:38 batch_cost: 1.0641 data_cost: 0.1970 ips: 7.5181 images/s [07/25 10:24:04] ppdet.engine INFO: Epoch: [8] [30300/54024] learning_rate: 0.000100 loss_class: 0.683523 loss_bbox: 0.102836 loss_giou: 0.473907 loss_class_aux: 4.241940 loss_bbox_aux: 0.683200 loss_giou_aux: 2.982098 loss_class_dn: 0.335594 loss_bbox_dn: 0.097796 loss_giou_dn: 0.368490 loss_class_aux_dn: 1.814805 loss_bbox_aux_dn: 0.591936 loss_giou_aux_dn: 2.129762 loss: 14.962507 eta: 35 days, 11:28:00 batch_cost: 1.0734 data_cost: 0.1627 ips: 7.4528 images/s [07/25 10:25:50] ppdet.engine INFO: Epoch: [8] [30400/54024] learning_rate: 0.000100 loss_class: 0.713556 loss_bbox: 0.120507 loss_giou: 0.540237 loss_class_aux: 4.510273 loss_bbox_aux: 0.791615 loss_giou_aux: 3.327130 loss_class_dn: 0.358629 loss_bbox_dn: 0.108838 loss_giou_dn: 0.412877 loss_class_aux_dn: 1.918090 loss_bbox_aux_dn: 0.680089 loss_giou_aux_dn: 2.317276 loss: 15.765611 eta: 35 days, 11:48:03 batch_cost: 1.0090 data_cost: 0.2118 ips: 7.9283 images/s [07/25 10:27:15] ppdet.engine INFO: Epoch: [8] [30500/54024] learning_rate: 0.000100 loss_class: 0.694519 loss_bbox: 0.115819 loss_giou: 0.482727 loss_class_aux: 4.256806 loss_bbox_aux: 0.751420 loss_giou_aux: 2.987886 loss_class_dn: 0.342937 loss_bbox_dn: 0.108632 loss_giou_dn: 0.370166 loss_class_aux_dn: 1.841759 loss_bbox_aux_dn: 0.654115 loss_giou_aux_dn: 2.112825 loss: 15.144400 eta: 35 days, 11:30:49 batch_cost: 0.8107 data_cost: 0.0006 ips: 9.8683 images/s [07/25 10:29:06] ppdet.engine INFO: Epoch: [8] [30600/54024] learning_rate: 0.000100 loss_class: 0.715774 loss_bbox: 0.108839 loss_giou: 0.485328 loss_class_aux: 4.516371 loss_bbox_aux: 0.714426 loss_giou_aux: 3.020888 loss_class_dn: 0.349622 loss_bbox_dn: 0.105938 loss_giou_dn: 0.373316 loss_class_aux_dn: 1.867568 loss_bbox_aux_dn: 0.662871 loss_giou_aux_dn: 2.115417 loss: 15.243072 eta: 35 days, 12:01:44 batch_cost: 1.0681 data_cost: 0.0887 ips: 7.4900 images/s [07/25 10:31:08] ppdet.engine INFO: Epoch: [8] [30700/54024] learning_rate: 0.000100 loss_class: 0.719908 loss_bbox: 0.117085 loss_giou: 0.539124 loss_class_aux: 4.479067 loss_bbox_aux: 0.753212 loss_giou_aux: 3.347648 loss_class_dn: 0.359383 loss_bbox_dn: 0.107274 loss_giou_dn: 0.403331 loss_class_aux_dn: 1.941577 loss_bbox_aux_dn: 0.649037 loss_giou_aux_dn: 2.290604 loss: 15.590609 eta: 35 days, 12:51:40 batch_cost: 1.1716 data_cost: 0.0338 ips: 6.8284 images/s [07/25 10:32:42] ppdet.engine INFO: Epoch: [8] [30800/54024] learning_rate: 0.000100 loss_class: 0.653533 loss_bbox: 0.109338 loss_giou: 0.503733 loss_class_aux: 4.133443 loss_bbox_aux: 0.705039 loss_giou_aux: 3.163623 loss_class_dn: 0.333043 loss_bbox_dn: 0.107869 loss_giou_dn: 0.389017 loss_class_aux_dn: 1.775079 loss_bbox_aux_dn: 0.654617 loss_giou_aux_dn: 2.220047 loss: 14.803368 eta: 35 days, 12:51:15 batch_cost: 0.9017 data_cost: 0.0866 ips: 8.8717 images/s [07/25 10:34:08] ppdet.engine INFO: Epoch: [8] [30900/54024] learning_rate: 0.000100 loss_class: 0.691620 loss_bbox: 0.114986 loss_giou: 0.507588 loss_class_aux: 4.235652 loss_bbox_aux: 0.756389 loss_giou_aux: 3.244692 loss_class_dn: 0.345718 loss_bbox_dn: 0.111845 loss_giou_dn: 0.394907 loss_class_aux_dn: 1.857544 loss_bbox_aux_dn: 0.690141 loss_giou_aux_dn: 2.257943 loss: 15.609721 eta: 35 days, 12:34:35 batch_cost: 0.8139 data_cost: 0.0018 ips: 9.8296 images/s [07/25 10:35:39] ppdet.engine INFO: Epoch: [8] [31000/54024] learning_rate: 0.000100 loss_class: 0.688338 loss_bbox: 0.117623 loss_giou: 0.471669 loss_class_aux: 4.216781 loss_bbox_aux: 0.764538 loss_giou_aux: 2.987260 loss_class_dn: 0.347929 loss_bbox_dn: 0.109060 loss_giou_dn: 0.373344 loss_class_aux_dn: 1.868072 loss_bbox_aux_dn: 0.638389 loss_giou_aux_dn: 2.115394 loss: 15.086513 eta: 35 days, 12:27:21 batch_cost: 0.8646 data_cost: 0.0006 ips: 9.2531 images/s [07/25 10:37:20] ppdet.engine INFO: Epoch: [8] [31100/54024] learning_rate: 0.000100 loss_class: 0.706668 loss_bbox: 0.114422 loss_giou: 0.496279 loss_class_aux: 4.362992 loss_bbox_aux: 0.745783 loss_giou_aux: 3.112483 loss_class_dn: 0.333218 loss_bbox_dn: 0.108933 loss_giou_dn: 0.377687 loss_class_aux_dn: 1.830490 loss_bbox_aux_dn: 0.653412 loss_giou_aux_dn: 2.143753 loss: 14.495641 eta: 35 days, 12:38:53 batch_cost: 0.9665 data_cost: 0.0006 ips: 8.2775 images/s [07/25 10:38:56] ppdet.engine INFO: Epoch: [8] [31200/54024] learning_rate: 0.000100 loss_class: 0.685484 loss_bbox: 0.110282 loss_giou: 0.520754 loss_class_aux: 4.272392 loss_bbox_aux: 0.719206 loss_giou_aux: 3.251100 loss_class_dn: 0.346813 loss_bbox_dn: 0.099475 loss_giou_dn: 0.391129 loss_class_aux_dn: 1.867478 loss_bbox_aux_dn: 0.603506 loss_giou_aux_dn: 2.204770 loss: 15.299086 eta: 35 days, 12:43:09 batch_cost: 0.9273 data_cost: 0.1292 ips: 8.6272 images/s [07/25 10:40:25] ppdet.engine INFO: Epoch: [8] [31300/54024] learning_rate: 0.000100 loss_class: 0.693930 loss_bbox: 0.106728 loss_giou: 0.499078 loss_class_aux: 4.279579 loss_bbox_aux: 0.703700 loss_giou_aux: 3.094298 loss_class_dn: 0.336950 loss_bbox_dn: 0.102541 loss_giou_dn: 0.372019 loss_class_aux_dn: 1.816082 loss_bbox_aux_dn: 0.627241 loss_giou_aux_dn: 2.098552 loss: 14.732230 eta: 35 days, 12:31:21 batch_cost: 0.8395 data_cost: 0.0006 ips: 9.5299 images/s [07/25 10:41:57] ppdet.engine INFO: Epoch: [8] [31400/54024] learning_rate: 0.000100 loss_class: 0.701884 loss_bbox: 0.115703 loss_giou: 0.486962 loss_class_aux: 4.345132 loss_bbox_aux: 0.754706 loss_giou_aux: 3.044256 loss_class_dn: 0.344441 loss_bbox_dn: 0.111861 loss_giou_dn: 0.377643 loss_class_aux_dn: 1.871912 loss_bbox_aux_dn: 0.675610 loss_giou_aux_dn: 2.136233 loss: 15.083426 eta: 35 days, 12:26:25 batch_cost: 0.8768 data_cost: 0.0344 ips: 9.1237 images/s [07/25 10:43:53] ppdet.engine INFO: Epoch: [8] [31500/54024] learning_rate: 0.000100 loss_class: 0.687741 loss_bbox: 0.109300 loss_giou: 0.460275 loss_class_aux: 4.266481 loss_bbox_aux: 0.700474 loss_giou_aux: 2.918589 loss_class_dn: 0.341066 loss_bbox_dn: 0.103686 loss_giou_dn: 0.366057 loss_class_aux_dn: 1.868734 loss_bbox_aux_dn: 0.651430 loss_giou_aux_dn: 2.057625 loss: 15.141831 eta: 35 days, 13:04:47 batch_cost: 1.1156 data_cost: 0.1251 ips: 7.1712 images/s [07/25 10:45:29] ppdet.engine INFO: Epoch: [8] [31600/54024] learning_rate: 0.000100 loss_class: 0.660622 loss_bbox: 0.108615 loss_giou: 0.450109 loss_class_aux: 4.119244 loss_bbox_aux: 0.707137 loss_giou_aux: 2.838908 loss_class_dn: 0.326931 loss_bbox_dn: 0.098736 loss_giou_dn: 0.351400 loss_class_aux_dn: 1.752942 loss_bbox_aux_dn: 0.626547 loss_giou_aux_dn: 2.007055 loss: 14.088307 eta: 35 days, 13:07:58 batch_cost: 0.9223 data_cost: 0.0008 ips: 8.6737 images/s [07/25 10:47:13] ppdet.engine INFO: Epoch: [8] [31700/54024] learning_rate: 0.000100 loss_class: 0.686716 loss_bbox: 0.117968 loss_giou: 0.534899 loss_class_aux: 4.277310 loss_bbox_aux: 0.767637 loss_giou_aux: 3.367286 loss_class_dn: 0.357604 loss_bbox_dn: 0.110567 loss_giou_dn: 0.406421 loss_class_aux_dn: 1.915621 loss_bbox_aux_dn: 0.657177 loss_giou_aux_dn: 2.302008 loss: 15.868011 eta: 35 days, 13:24:30 batch_cost: 0.9966 data_cost: 0.0865 ips: 8.0276 images/s [07/25 10:48:49] ppdet.engine INFO: Epoch: [8] [31800/54024] learning_rate: 0.000100 loss_class: 0.669846 loss_bbox: 0.111250 loss_giou: 0.465464 loss_class_aux: 4.193650 loss_bbox_aux: 0.715449 loss_giou_aux: 2.918609 loss_class_dn: 0.329342 loss_bbox_dn: 0.108779 loss_giou_dn: 0.354497 loss_class_aux_dn: 1.801504 loss_bbox_aux_dn: 0.655744 loss_giou_aux_dn: 2.036618 loss: 14.185566 eta: 35 days, 13:26:10 batch_cost: 0.9144 data_cost: 0.1421 ips: 8.7490 images/s [07/25 10:50:18] ppdet.engine INFO: Epoch: [8] [31900/54024] learning_rate: 0.000100 loss_class: 0.693232 loss_bbox: 0.105339 loss_giou: 0.515695 loss_class_aux: 4.300697 loss_bbox_aux: 0.710992 loss_giou_aux: 3.221035 loss_class_dn: 0.347062 loss_bbox_dn: 0.102532 loss_giou_dn: 0.383697 loss_class_aux_dn: 1.861569 loss_bbox_aux_dn: 0.607462 loss_giou_aux_dn: 2.185989 loss: 15.642143 eta: 35 days, 13:15:04 batch_cost: 0.8432 data_cost: 0.0006 ips: 9.4873 images/s [07/25 10:51:46] ppdet.engine INFO: Epoch: [8] [32000/54024] learning_rate: 0.000100 loss_class: 0.724812 loss_bbox: 0.117988 loss_giou: 0.496023 loss_class_aux: 4.418043 loss_bbox_aux: 0.754164 loss_giou_aux: 3.165662 loss_class_dn: 0.359505 loss_bbox_dn: 0.104707 loss_giou_dn: 0.392713 loss_class_aux_dn: 1.952498 loss_bbox_aux_dn: 0.632825 loss_giou_aux_dn: 2.264554 loss: 16.103066 eta: 35 days, 13:03:18 batch_cost: 0.8391 data_cost: 0.0006 ips: 9.5342 images/s [07/25 10:53:06] ppdet.engine INFO: Epoch: [8] [32100/54024] learning_rate: 0.000100 loss_class: 0.700176 loss_bbox: 0.117286 loss_giou: 0.516248 loss_class_aux: 4.395330 loss_bbox_aux: 0.761904 loss_giou_aux: 3.239671 loss_class_dn: 0.351819 loss_bbox_dn: 0.108005 loss_giou_dn: 0.390086 loss_class_aux_dn: 1.913266 loss_bbox_aux_dn: 0.662563 loss_giou_aux_dn: 2.213757 loss: 15.520001 eta: 35 days, 12:38:13 batch_cost: 0.7638 data_cost: 0.0006 ips: 10.4738 images/s [07/25 10:54:30] ppdet.engine INFO: Epoch: [8] [32200/54024] learning_rate: 0.000100 loss_class: 0.683898 loss_bbox: 0.101530 loss_giou: 0.457151 loss_class_aux: 4.266447 loss_bbox_aux: 0.683719 loss_giou_aux: 2.926090 loss_class_dn: 0.324477 loss_bbox_dn: 0.097772 loss_giou_dn: 0.346888 loss_class_aux_dn: 1.756801 loss_bbox_aux_dn: 0.595770 loss_giou_aux_dn: 1.973837 loss: 14.325162 eta: 35 days, 12:18:07 batch_cost: 0.7912 data_cost: 0.0046 ips: 10.1112 images/s [07/25 10:55:56] ppdet.engine INFO: Epoch: [8] [32300/54024] learning_rate: 0.000100 loss_class: 0.700560 loss_bbox: 0.113670 loss_giou: 0.520154 loss_class_aux: 4.409995 loss_bbox_aux: 0.737273 loss_giou_aux: 3.186799 loss_class_dn: 0.353957 loss_bbox_dn: 0.109943 loss_giou_dn: 0.382927 loss_class_aux_dn: 1.907746 loss_bbox_aux_dn: 0.665995 loss_giou_aux_dn: 2.206410 loss: 15.633190 eta: 35 days, 12:02:43 batch_cost: 0.8171 data_cost: 0.0087 ips: 9.7910 images/s [07/25 10:57:43] ppdet.engine INFO: Epoch: [8] [32400/54024] learning_rate: 0.000100 loss_class: 0.675560 loss_bbox: 0.102752 loss_giou: 0.491545 loss_class_aux: 4.256476 loss_bbox_aux: 0.670782 loss_giou_aux: 3.079853 loss_class_dn: 0.338221 loss_bbox_dn: 0.101407 loss_giou_dn: 0.369916 loss_class_aux_dn: 1.836128 loss_bbox_aux_dn: 0.618665 loss_giou_aux_dn: 2.148037 loss: 14.822135 eta: 35 days, 12:24:19 batch_cost: 1.0265 data_cost: 0.0007 ips: 7.7932 images/s [07/25 10:59:09] ppdet.engine INFO: Epoch: [8] [32500/54024] learning_rate: 0.000100 loss_class: 0.672120 loss_bbox: 0.110711 loss_giou: 0.505068 loss_class_aux: 4.168343 loss_bbox_aux: 0.709352 loss_giou_aux: 3.136875 loss_class_dn: 0.340957 loss_bbox_dn: 0.098472 loss_giou_dn: 0.379899 loss_class_aux_dn: 1.863962 loss_bbox_aux_dn: 0.613014 loss_giou_aux_dn: 2.187655 loss: 15.037975 eta: 35 days, 12:09:33 batch_cost: 0.8204 data_cost: 0.0350 ips: 9.7517 images/s [07/25 11:00:41] ppdet.engine INFO: Epoch: [8] [32600/54024] learning_rate: 0.000100 loss_class: 0.692918 loss_bbox: 0.113250 loss_giou: 0.517263 loss_class_aux: 4.284261 loss_bbox_aux: 0.747433 loss_giou_aux: 3.293587 loss_class_dn: 0.347958 loss_bbox_dn: 0.103174 loss_giou_dn: 0.392560 loss_class_aux_dn: 1.879092 loss_bbox_aux_dn: 0.623228 loss_giou_aux_dn: 2.210940 loss: 15.223958 eta: 35 days, 12:04:03 batch_cost: 0.8728 data_cost: 0.0413 ips: 9.1662 images/s [07/25 11:02:20] ppdet.engine INFO: Epoch: [8] [32700/54024] learning_rate: 0.000100 loss_class: 0.711432 loss_bbox: 0.112066 loss_giou: 0.484364 loss_class_aux: 4.426102 loss_bbox_aux: 0.744409 loss_giou_aux: 3.078903 loss_class_dn: 0.363093 loss_bbox_dn: 0.105940 loss_giou_dn: 0.389594 loss_class_aux_dn: 1.955825 loss_bbox_aux_dn: 0.671590 loss_giou_aux_dn: 2.204212 loss: 15.906179 eta: 35 days, 12:10:53 batch_cost: 0.9434 data_cost: 0.0008 ips: 8.4800 images/s [07/25 11:03:52] ppdet.engine INFO: Epoch: [8] [32800/54024] learning_rate: 0.000100 loss_class: 0.710024 loss_bbox: 0.121384 loss_giou: 0.508971 loss_class_aux: 4.459171 loss_bbox_aux: 0.757809 loss_giou_aux: 3.191829 loss_class_dn: 0.362242 loss_bbox_dn: 0.104564 loss_giou_dn: 0.398400 loss_class_aux_dn: 1.968603 loss_bbox_aux_dn: 0.639202 loss_giou_aux_dn: 2.277137 loss: 15.689661 eta: 35 days, 12:06:38 batch_cost: 0.8799 data_cost: 0.0598 ips: 9.0919 images/s [07/25 11:05:49] ppdet.engine INFO: Epoch: [8] [32900/54024] learning_rate: 0.000100 loss_class: 0.727495 loss_bbox: 0.117835 loss_giou: 0.529301 loss_class_aux: 4.506159 loss_bbox_aux: 0.761327 loss_giou_aux: 3.308368 loss_class_dn: 0.373270 loss_bbox_dn: 0.113909 loss_giou_dn: 0.400609 loss_class_aux_dn: 2.004176 loss_bbox_aux_dn: 0.697204 loss_giou_aux_dn: 2.271839 loss: 15.770809 eta: 35 days, 12:45:33 batch_cost: 1.1286 data_cost: 0.2284 ips: 7.0882 images/s [07/25 11:07:22] ppdet.engine INFO: Epoch: [8] [33000/54024] learning_rate: 0.000100 loss_class: 0.703259 loss_bbox: 0.119230 loss_giou: 0.517933 loss_class_aux: 4.385641 loss_bbox_aux: 0.788347 loss_giou_aux: 3.239860 loss_class_dn: 0.357135 loss_bbox_dn: 0.110005 loss_giou_dn: 0.392710 loss_class_aux_dn: 1.929356 loss_bbox_aux_dn: 0.670236 loss_giou_aux_dn: 2.249917 loss: 15.646413 eta: 35 days, 12:43:04 batch_cost: 0.8907 data_cost: 0.0006 ips: 8.9817 images/s [07/25 11:08:55] ppdet.engine INFO: Epoch: [8] [33100/54024] learning_rate: 0.000100 loss_class: 0.691775 loss_bbox: 0.111684 loss_giou: 0.498130 loss_class_aux: 4.263119 loss_bbox_aux: 0.730308 loss_giou_aux: 3.109636 loss_class_dn: 0.356866 loss_bbox_dn: 0.105474 loss_giou_dn: 0.389830 loss_class_aux_dn: 1.923420 loss_bbox_aux_dn: 0.661808 loss_giou_aux_dn: 2.217131 loss: 15.322769 eta: 35 days, 12:39:13 batch_cost: 0.8828 data_cost: 0.0131 ips: 9.0621 images/s [07/25 11:10:26] ppdet.engine INFO: Epoch: [8] [33200/54024] learning_rate: 0.000100 loss_class: 0.664905 loss_bbox: 0.109988 loss_giou: 0.483481 loss_class_aux: 4.072108 loss_bbox_aux: 0.713789 loss_giou_aux: 3.024897 loss_class_dn: 0.322756 loss_bbox_dn: 0.103056 loss_giou_dn: 0.370094 loss_class_aux_dn: 1.762527 loss_bbox_aux_dn: 0.626318 loss_giou_aux_dn: 2.107819 loss: 14.611793 eta: 35 days, 12:32:55 batch_cost: 0.8683 data_cost: 0.0006 ips: 9.2131 images/s [07/25 11:12:19] ppdet.engine INFO: Epoch: [8] [33300/54024] learning_rate: 0.000100 loss_class: 0.652085 loss_bbox: 0.100638 loss_giou: 0.477303 loss_class_aux: 4.083152 loss_bbox_aux: 0.676418 loss_giou_aux: 2.940270 loss_class_dn: 0.320992 loss_bbox_dn: 0.102373 loss_giou_dn: 0.362533 loss_class_aux_dn: 1.714477 loss_bbox_aux_dn: 0.640370 loss_giou_aux_dn: 2.062126 loss: 14.265552 eta: 35 days, 13:05:21 batch_cost: 1.0943 data_cost: 0.0008 ips: 7.3106 images/s [07/25 11:13:52] ppdet.engine INFO: Epoch: [8] [33400/54024] learning_rate: 0.000100 loss_class: 0.726128 loss_bbox: 0.113736 loss_giou: 0.528678 loss_class_aux: 4.543505 loss_bbox_aux: 0.761123 loss_giou_aux: 3.304380 loss_class_dn: 0.371856 loss_bbox_dn: 0.103725 loss_giou_dn: 0.393274 loss_class_aux_dn: 2.037780 loss_bbox_aux_dn: 0.643484 loss_giou_aux_dn: 2.233504 loss: 15.780656 eta: 35 days, 13:01:00 batch_cost: 0.8802 data_cost: 0.0270 ips: 9.0890 images/s [07/25 11:15:37] ppdet.engine INFO: Epoch: [8] [33500/54024] learning_rate: 0.000100 loss_class: 0.706268 loss_bbox: 0.112858 loss_giou: 0.499931 loss_class_aux: 4.361251 loss_bbox_aux: 0.741362 loss_giou_aux: 3.164240 loss_class_dn: 0.343575 loss_bbox_dn: 0.111894 loss_giou_dn: 0.379883 loss_class_aux_dn: 1.862396 loss_bbox_aux_dn: 0.686646 loss_giou_aux_dn: 2.171561 loss: 14.704596 eta: 35 days, 13:18:42 batch_cost: 1.0095 data_cost: 0.0409 ips: 7.9251 images/s [07/25 11:17:05] ppdet.engine INFO: Epoch: [8] [33600/54024] learning_rate: 0.000100 loss_class: 0.665378 loss_bbox: 0.108897 loss_giou: 0.455304 loss_class_aux: 4.181351 loss_bbox_aux: 0.705961 loss_giou_aux: 2.857321 loss_class_dn: 0.329797 loss_bbox_dn: 0.112491 loss_giou_dn: 0.363609 loss_class_aux_dn: 1.765753 loss_bbox_aux_dn: 0.686693 loss_giou_aux_dn: 2.091937 loss: 14.243843 eta: 35 days, 13:06:32 batch_cost: 0.8343 data_cost: 0.0359 ips: 9.5889 images/s [07/25 11:18:44] ppdet.engine INFO: Epoch: [8] [33700/54024] learning_rate: 0.000100 loss_class: 0.750408 loss_bbox: 0.111495 loss_giou: 0.555038 loss_class_aux: 4.634071 loss_bbox_aux: 0.738680 loss_giou_aux: 3.495908 loss_class_dn: 0.378379 loss_bbox_dn: 0.099711 loss_giou_dn: 0.406422 loss_class_aux_dn: 1.995369 loss_bbox_aux_dn: 0.618272 loss_giou_aux_dn: 2.289879 loss: 16.476929 eta: 35 days, 13:12:58 batch_cost: 0.9438 data_cost: 0.0112 ips: 8.4760 images/s [07/25 11:20:11] ppdet.engine INFO: Epoch: [8] [33800/54024] learning_rate: 0.000100 loss_class: 0.709120 loss_bbox: 0.115997 loss_giou: 0.512510 loss_class_aux: 4.400982 loss_bbox_aux: 0.756140 loss_giou_aux: 3.274603 loss_class_dn: 0.361296 loss_bbox_dn: 0.103751 loss_giou_dn: 0.393386 loss_class_aux_dn: 1.952249 loss_bbox_aux_dn: 0.659064 loss_giou_aux_dn: 2.278208 loss: 15.937137 eta: 35 days, 12:58:32 batch_cost: 0.8205 data_cost: 0.0230 ips: 9.7500 images/s [07/25 11:21:49] ppdet.engine INFO: Epoch: [8] [33900/54024] learning_rate: 0.000100 loss_class: 0.675968 loss_bbox: 0.116819 loss_giou: 0.503195 loss_class_aux: 4.277137 loss_bbox_aux: 0.773166 loss_giou_aux: 3.092928 loss_class_dn: 0.349099 loss_bbox_dn: 0.109705 loss_giou_dn: 0.368837 loss_class_aux_dn: 1.893357 loss_bbox_aux_dn: 0.666540 loss_giou_aux_dn: 2.122418 loss: 15.449806 eta: 35 days, 13:03:27 batch_cost: 0.9350 data_cost: 0.0664 ips: 8.5563 images/s [07/25 11:23:15] ppdet.engine INFO: Epoch: [8] [34000/54024] learning_rate: 0.000100 loss_class: 0.674503 loss_bbox: 0.108915 loss_giou: 0.477632 loss_class_aux: 4.237653 loss_bbox_aux: 0.718493 loss_giou_aux: 3.018567 loss_class_dn: 0.340700 loss_bbox_dn: 0.097065 loss_giou_dn: 0.367035 loss_class_aux_dn: 1.866674 loss_bbox_aux_dn: 0.594211 loss_giou_aux_dn: 2.128119 loss: 14.627617 eta: 35 days, 12:48:49 batch_cost: 0.8186 data_cost: 0.0006 ips: 9.7723 images/s [07/25 11:24:45] ppdet.engine INFO: Epoch: [8] [34100/54024] learning_rate: 0.000100 loss_class: 0.657437 loss_bbox: 0.113437 loss_giou: 0.497347 loss_class_aux: 4.181600 loss_bbox_aux: 0.732156 loss_giou_aux: 3.103774 loss_class_dn: 0.325917 loss_bbox_dn: 0.104995 loss_giou_dn: 0.373528 loss_class_aux_dn: 1.752631 loss_bbox_aux_dn: 0.632107 loss_giou_aux_dn: 2.128632 loss: 14.355218 eta: 35 days, 12:40:44 batch_cost: 0.8574 data_cost: 0.0057 ips: 9.3301 images/s [07/25 11:26:30] ppdet.engine INFO: Epoch: [8] [34200/54024] learning_rate: 0.000100 loss_class: 0.692780 loss_bbox: 0.103317 loss_giou: 0.512886 loss_class_aux: 4.352148 loss_bbox_aux: 0.693078 loss_giou_aux: 3.157477 loss_class_dn: 0.369802 loss_bbox_dn: 0.095748 loss_giou_dn: 0.385910 loss_class_aux_dn: 1.979018 loss_bbox_aux_dn: 0.605897 loss_giou_aux_dn: 2.160401 loss: 15.645352 eta: 35 days, 12:58:11 batch_cost: 1.0102 data_cost: 0.1309 ips: 7.9191 images/s [07/25 11:28:10] ppdet.engine INFO: Epoch: [8] [34300/54024] learning_rate: 0.000100 loss_class: 0.687041 loss_bbox: 0.112287 loss_giou: 0.524997 loss_class_aux: 4.257993 loss_bbox_aux: 0.726144 loss_giou_aux: 3.291392 loss_class_dn: 0.352839 loss_bbox_dn: 0.106339 loss_giou_dn: 0.399943 loss_class_aux_dn: 1.906944 loss_bbox_aux_dn: 0.651775 loss_giou_aux_dn: 2.291999 loss: 15.482831 eta: 35 days, 13:05:38 batch_cost: 0.9508 data_cost: 0.0283 ips: 8.4143 images/s [07/25 11:29:33] ppdet.engine INFO: Epoch: [8] [34400/54024] learning_rate: 0.000100 loss_class: 0.734392 loss_bbox: 0.113897 loss_giou: 0.531934 loss_class_aux: 4.515285 loss_bbox_aux: 0.740260 loss_giou_aux: 3.341326 loss_class_dn: 0.353446 loss_bbox_dn: 0.099090 loss_giou_dn: 0.396235 loss_class_aux_dn: 1.926868 loss_bbox_aux_dn: 0.603379 loss_giou_aux_dn: 2.262746 loss: 15.229637 eta: 35 days, 12:45:40 batch_cost: 0.7858 data_cost: 0.0006 ips: 10.1809 images/s [07/25 11:31:03] ppdet.engine INFO: Epoch: [8] [34500/54024] learning_rate: 0.000100 loss_class: 0.687051 loss_bbox: 0.106694 loss_giou: 0.450034 loss_class_aux: 4.302994 loss_bbox_aux: 0.699709 loss_giou_aux: 2.810391 loss_class_dn: 0.337344 loss_bbox_dn: 0.105918 loss_giou_dn: 0.355997 loss_class_aux_dn: 1.831059 loss_bbox_aux_dn: 0.655730 loss_giou_aux_dn: 2.008014 loss: 14.550345 eta: 35 days, 12:36:55 batch_cost: 0.8529 data_cost: 0.0006 ips: 9.3796 images/s [07/25 11:32:42] ppdet.engine INFO: Epoch: [8] [34600/54024] learning_rate: 0.000100 loss_class: 0.647502 loss_bbox: 0.105900 loss_giou: 0.513027 loss_class_aux: 4.079784 loss_bbox_aux: 0.705350 loss_giou_aux: 3.184946 loss_class_dn: 0.323193 loss_bbox_dn: 0.095879 loss_giou_dn: 0.382507 loss_class_aux_dn: 1.757515 loss_bbox_aux_dn: 0.594991 loss_giou_aux_dn: 2.182519 loss: 14.835219 eta: 35 days, 12:43:49 batch_cost: 0.9477 data_cost: 0.0962 ips: 8.4419 images/s [07/25 11:34:19] ppdet.engine INFO: Epoch: [8] [34700/54024] learning_rate: 0.000100 loss_class: 0.722782 loss_bbox: 0.115444 loss_giou: 0.528100 loss_class_aux: 4.545861 loss_bbox_aux: 0.748390 loss_giou_aux: 3.319088 loss_class_dn: 0.365449 loss_bbox_dn: 0.106850 loss_giou_dn: 0.416538 loss_class_aux_dn: 1.989739 loss_bbox_aux_dn: 0.656229 loss_giou_aux_dn: 2.357565 loss: 16.076129 eta: 35 days, 12:48:24 batch_cost: 0.9338 data_cost: 0.0083 ips: 8.5669 images/s [07/25 11:35:53] ppdet.engine INFO: Epoch: [8] [34800/54024] learning_rate: 0.000100 loss_class: 0.681476 loss_bbox: 0.114555 loss_giou: 0.525728 loss_class_aux: 4.260893 loss_bbox_aux: 0.756708 loss_giou_aux: 3.344280 loss_class_dn: 0.346406 loss_bbox_dn: 0.102816 loss_giou_dn: 0.388008 loss_class_aux_dn: 1.857385 loss_bbox_aux_dn: 0.635844 loss_giou_aux_dn: 2.228235 loss: 15.394794 eta: 35 days, 12:46:46 batch_cost: 0.8961 data_cost: 0.0113 ips: 8.9281 images/s [07/25 11:37:30] ppdet.engine INFO: Epoch: [8] [34900/54024] learning_rate: 0.000100 loss_class: 0.713917 loss_bbox: 0.111616 loss_giou: 0.521307 loss_class_aux: 4.420481 loss_bbox_aux: 0.749608 loss_giou_aux: 3.318450 loss_class_dn: 0.361803 loss_bbox_dn: 0.099845 loss_giou_dn: 0.399581 loss_class_aux_dn: 1.956318 loss_bbox_aux_dn: 0.625081 loss_giou_aux_dn: 2.243885 loss: 15.891878 eta: 35 days, 12:48:24 batch_cost: 0.9161 data_cost: 0.0006 ips: 8.7325 images/s [07/25 11:39:08] ppdet.engine INFO: Epoch: [8] [35000/54024] learning_rate: 0.000100 loss_class: 0.710288 loss_bbox: 0.111601 loss_giou: 0.490265 loss_class_aux: 4.385819 loss_bbox_aux: 0.751966 loss_giou_aux: 3.009007 loss_class_dn: 0.352112 loss_bbox_dn: 0.104919 loss_giou_dn: 0.372743 loss_class_aux_dn: 1.897124 loss_bbox_aux_dn: 0.643835 loss_giou_aux_dn: 2.128419 loss: 15.076140 eta: 35 days, 12:54:35 batch_cost: 0.9441 data_cost: 0.0511 ips: 8.4737 images/s [07/25 11:40:42] ppdet.engine INFO: Epoch: [8] [35100/54024] learning_rate: 0.000100 loss_class: 0.689991 loss_bbox: 0.111648 loss_giou: 0.513863 loss_class_aux: 4.374880 loss_bbox_aux: 0.735132 loss_giou_aux: 3.183723 loss_class_dn: 0.364866 loss_bbox_dn: 0.107120 loss_giou_dn: 0.384387 loss_class_aux_dn: 1.983129 loss_bbox_aux_dn: 0.643893 loss_giou_aux_dn: 2.178134 loss: 15.911002 eta: 35 days, 12:51:15 batch_cost: 0.8858 data_cost: 0.0006 ips: 9.0312 images/s [07/25 11:42:12] ppdet.engine INFO: Epoch: [8] [35200/54024] learning_rate: 0.000100 loss_class: 0.708907 loss_bbox: 0.105376 loss_giou: 0.501349 loss_class_aux: 4.353534 loss_bbox_aux: 0.679435 loss_giou_aux: 3.131238 loss_class_dn: 0.346871 loss_bbox_dn: 0.093698 loss_giou_dn: 0.380173 loss_class_aux_dn: 1.832949 loss_bbox_aux_dn: 0.576041 loss_giou_aux_dn: 2.157520 loss: 14.730457 eta: 35 days, 12:44:31 batch_cost: 0.8648 data_cost: 0.0454 ips: 9.2511 images/s [07/25 11:43:50] ppdet.engine INFO: Epoch: [8] [35300/54024] learning_rate: 0.000100 loss_class: 0.702081 loss_bbox: 0.117016 loss_giou: 0.534331 loss_class_aux: 4.359821 loss_bbox_aux: 0.758523 loss_giou_aux: 3.323003 loss_class_dn: 0.353678 loss_bbox_dn: 0.108373 loss_giou_dn: 0.406386 loss_class_aux_dn: 1.909031 loss_bbox_aux_dn: 0.654131 loss_giou_aux_dn: 2.304080 loss: 15.536286 eta: 35 days, 12:47:38 batch_cost: 0.9256 data_cost: 0.1391 ips: 8.6435 images/s [07/25 11:45:22] ppdet.engine INFO: Epoch: [8] [35400/54024] learning_rate: 0.000100 loss_class: 0.695336 loss_bbox: 0.111286 loss_giou: 0.490337 loss_class_aux: 4.296008 loss_bbox_aux: 0.708574 loss_giou_aux: 3.072594 loss_class_dn: 0.340562 loss_bbox_dn: 0.107738 loss_giou_dn: 0.380603 loss_class_aux_dn: 1.859290 loss_bbox_aux_dn: 0.655921 loss_giou_aux_dn: 2.154655 loss: 14.759716 eta: 35 days, 12:42:43 batch_cost: 0.8759 data_cost: 0.0389 ips: 9.1337 images/s [07/25 11:46:59] ppdet.engine INFO: Epoch: [8] [35500/54024] learning_rate: 0.000100 loss_class: 0.676788 loss_bbox: 0.113830 loss_giou: 0.479797 loss_class_aux: 4.193517 loss_bbox_aux: 0.727447 loss_giou_aux: 3.083842 loss_class_dn: 0.342468 loss_bbox_dn: 0.106976 loss_giou_dn: 0.377515 loss_class_aux_dn: 1.844810 loss_bbox_aux_dn: 0.670966 loss_giou_aux_dn: 2.166984 loss: 14.959635 eta: 35 days, 12:47:41 batch_cost: 0.9373 data_cost: 0.0006 ips: 8.5353 images/s [07/25 11:48:33] ppdet.engine INFO: Epoch: [8] [35600/54024] learning_rate: 0.000100 loss_class: 0.677247 loss_bbox: 0.121263 loss_giou: 0.486503 loss_class_aux: 4.277090 loss_bbox_aux: 0.775053 loss_giou_aux: 3.008505 loss_class_dn: 0.340995 loss_bbox_dn: 0.119461 loss_giou_dn: 0.373931 loss_class_aux_dn: 1.827716 loss_bbox_aux_dn: 0.713768 loss_giou_aux_dn: 2.098469 loss: 15.044889 eta: 35 days, 12:45:29 batch_cost: 0.8927 data_cost: 0.0384 ips: 8.9614 images/s [07/25 11:50:15] ppdet.engine INFO: Epoch: [8] [35700/54024] learning_rate: 0.000100 loss_class: 0.699960 loss_bbox: 0.110762 loss_giou: 0.513362 loss_class_aux: 4.386081 loss_bbox_aux: 0.728327 loss_giou_aux: 3.218928 loss_class_dn: 0.349057 loss_bbox_dn: 0.105810 loss_giou_dn: 0.390725 loss_class_aux_dn: 1.877686 loss_bbox_aux_dn: 0.683793 loss_giou_aux_dn: 2.221756 loss: 15.795049 eta: 35 days, 12:57:00 batch_cost: 0.9786 data_cost: 0.0247 ips: 8.1753 images/s [07/25 11:52:07] ppdet.engine INFO: Epoch: [8] [35800/54024] learning_rate: 0.000100 loss_class: 0.718176 loss_bbox: 0.108864 loss_giou: 0.481763 loss_class_aux: 4.485288 loss_bbox_aux: 0.725163 loss_giou_aux: 3.012916 loss_class_dn: 0.350171 loss_bbox_dn: 0.100081 loss_giou_dn: 0.372191 loss_class_aux_dn: 1.895567 loss_bbox_aux_dn: 0.610955 loss_giou_aux_dn: 2.143997 loss: 15.355404 eta: 35 days, 13:23:56 batch_cost: 1.0758 data_cost: 0.0009 ips: 7.4361 images/s [07/25 11:53:49] ppdet.engine INFO: Epoch: [8] [35900/54024] learning_rate: 0.000100 loss_class: 0.705982 loss_bbox: 0.113608 loss_giou: 0.474023 loss_class_aux: 4.378790 loss_bbox_aux: 0.744890 loss_giou_aux: 2.964839 loss_class_dn: 0.344521 loss_bbox_dn: 0.100391 loss_giou_dn: 0.363487 loss_class_aux_dn: 1.874499 loss_bbox_aux_dn: 0.623047 loss_giou_aux_dn: 2.074319 loss: 15.060589 eta: 35 days, 13:34:24 batch_cost: 0.9732 data_cost: 0.0760 ips: 8.2206 images/s [07/25 11:55:29] ppdet.engine INFO: Epoch: [8] [36000/54024] learning_rate: 0.000100 loss_class: 0.688301 loss_bbox: 0.108754 loss_giou: 0.530618 loss_class_aux: 4.328608 loss_bbox_aux: 0.711601 loss_giou_aux: 3.285603 loss_class_dn: 0.345218 loss_bbox_dn: 0.107049 loss_giou_dn: 0.376484 loss_class_aux_dn: 1.813883 loss_bbox_aux_dn: 0.661635 loss_giou_aux_dn: 2.143759 loss: 15.140348 eta: 35 days, 13:43:19 batch_cost: 0.9639 data_cost: 0.0959 ips: 8.2999 images/s [07/25 11:57:06] ppdet.engine INFO: Epoch: [8] [36100/54024] learning_rate: 0.000100 loss_class: 0.685964 loss_bbox: 0.106538 loss_giou: 0.461985 loss_class_aux: 4.294652 loss_bbox_aux: 0.682649 loss_giou_aux: 2.922721 loss_class_dn: 0.325878 loss_bbox_dn: 0.095275 loss_giou_dn: 0.344409 loss_class_aux_dn: 1.752746 loss_bbox_aux_dn: 0.593861 loss_giou_aux_dn: 1.949449 loss: 14.402356 eta: 35 days, 13:45:44 batch_cost: 0.9230 data_cost: 0.0318 ips: 8.6671 images/s [07/25 11:58:35] ppdet.engine INFO: Epoch: [8] [36200/54024] learning_rate: 0.000100 loss_class: 0.726456 loss_bbox: 0.122128 loss_giou: 0.514355 loss_class_aux: 4.516462 loss_bbox_aux: 0.788347 loss_giou_aux: 3.180223 loss_class_dn: 0.364633 loss_bbox_dn: 0.108760 loss_giou_dn: 0.393249 loss_class_aux_dn: 2.017252 loss_bbox_aux_dn: 0.684506 loss_giou_aux_dn: 2.218966 loss: 16.126922 eta: 35 days, 13:36:34 batch_cost: 0.8496 data_cost: 0.0152 ips: 9.4166 images/s [07/25 12:00:16] ppdet.engine INFO: Epoch: [8] [36300/54024] learning_rate: 0.000100 loss_class: 0.739372 loss_bbox: 0.113455 loss_giou: 0.487291 loss_class_aux: 4.539107 loss_bbox_aux: 0.756193 loss_giou_aux: 3.054422 loss_class_dn: 0.357670 loss_bbox_dn: 0.111861 loss_giou_dn: 0.368101 loss_class_aux_dn: 1.937402 loss_bbox_aux_dn: 0.677195 loss_giou_aux_dn: 2.077447 loss: 15.262429 eta: 35 days, 13:46:42 batch_cost: 0.9722 data_cost: 0.0965 ips: 8.2286 images/s [07/25 12:01:51] ppdet.engine INFO: Epoch: [8] [36400/54024] learning_rate: 0.000100 loss_class: 0.717281 loss_bbox: 0.118325 loss_giou: 0.484699 loss_class_aux: 4.454160 loss_bbox_aux: 0.761445 loss_giou_aux: 3.069020 loss_class_dn: 0.353635 loss_bbox_dn: 0.109505 loss_giou_dn: 0.365385 loss_class_aux_dn: 1.935332 loss_bbox_aux_dn: 0.689818 loss_giou_aux_dn: 2.106151 loss: 15.313491 eta: 35 days, 13:47:06 batch_cost: 0.9106 data_cost: 0.0368 ips: 8.7857 images/s [07/25 12:03:17] ppdet.engine INFO: Epoch: [8] [36500/54024] learning_rate: 0.000100 loss_class: 0.685086 loss_bbox: 0.112628 loss_giou: 0.507182 loss_class_aux: 4.258295 loss_bbox_aux: 0.724008 loss_giou_aux: 3.185041 loss_class_dn: 0.340837 loss_bbox_dn: 0.110477 loss_giou_dn: 0.376583 loss_class_aux_dn: 1.843501 loss_bbox_aux_dn: 0.656361 loss_giou_aux_dn: 2.174559 loss: 15.396815 eta: 35 days, 13:32:06 batch_cost: 0.8120 data_cost: 0.0006 ips: 9.8524 images/s [07/25 12:04:44] ppdet.engine INFO: Epoch: [8] [36600/54024] learning_rate: 0.000100 loss_class: 0.722330 loss_bbox: 0.115668 loss_giou: 0.454541 loss_class_aux: 4.481633 loss_bbox_aux: 0.754476 loss_giou_aux: 2.897571 loss_class_dn: 0.340820 loss_bbox_dn: 0.113083 loss_giou_dn: 0.364057 loss_class_aux_dn: 1.836062 loss_bbox_aux_dn: 0.708663 loss_giou_aux_dn: 2.113331 loss: 15.001166 eta: 35 days, 13:19:35 batch_cost: 0.8274 data_cost: 0.0650 ips: 9.6683 images/s [07/25 12:06:16] ppdet.engine INFO: Epoch: [8] [36700/54024] learning_rate: 0.000100 loss_class: 0.679183 loss_bbox: 0.109955 loss_giou: 0.458337 loss_class_aux: 4.108504 loss_bbox_aux: 0.717697 loss_giou_aux: 2.857841 loss_class_dn: 0.330838 loss_bbox_dn: 0.093470 loss_giou_dn: 0.370711 loss_class_aux_dn: 1.771775 loss_bbox_aux_dn: 0.585595 loss_giou_aux_dn: 2.081249 loss: 14.408077 eta: 35 days, 13:14:23 batch_cost: 0.8741 data_cost: 0.0006 ips: 9.1520 images/s [07/25 12:07:49] ppdet.engine INFO: Epoch: [8] [36800/54024] learning_rate: 0.000100 loss_class: 0.720250 loss_bbox: 0.116806 loss_giou: 0.494476 loss_class_aux: 4.511684 loss_bbox_aux: 0.742874 loss_giou_aux: 3.090414 loss_class_dn: 0.347458 loss_bbox_dn: 0.109636 loss_giou_dn: 0.383919 loss_class_aux_dn: 1.873623 loss_bbox_aux_dn: 0.662466 loss_giou_aux_dn: 2.145698 loss: 14.894137 eta: 35 days, 13:11:31 batch_cost: 0.8891 data_cost: 0.0006 ips: 8.9976 images/s [07/25 12:09:21] ppdet.engine INFO: Epoch: [8] [36900/54024] learning_rate: 0.000100 loss_class: 0.685454 loss_bbox: 0.110716 loss_giou: 0.503175 loss_class_aux: 4.269801 loss_bbox_aux: 0.718262 loss_giou_aux: 3.164123 loss_class_dn: 0.341529 loss_bbox_dn: 0.101630 loss_giou_dn: 0.375302 loss_class_aux_dn: 1.864841 loss_bbox_aux_dn: 0.620383 loss_giou_aux_dn: 2.160711 loss: 15.367761 eta: 35 days, 13:06:54 batch_cost: 0.8777 data_cost: 0.0006 ips: 9.1151 images/s [07/25 12:10:46] ppdet.engine INFO: Epoch: [8] [37000/54024] learning_rate: 0.000100 loss_class: 0.716342 loss_bbox: 0.113494 loss_giou: 0.496828 loss_class_aux: 4.480531 loss_bbox_aux: 0.735408 loss_giou_aux: 3.105049 loss_class_dn: 0.351387 loss_bbox_dn: 0.101657 loss_giou_dn: 0.385157 loss_class_aux_dn: 1.888710 loss_bbox_aux_dn: 0.633554 loss_giou_aux_dn: 2.190195 loss: 15.249769 eta: 35 days, 12:50:19 batch_cost: 0.7999 data_cost: 0.0006 ips: 10.0010 images/s [07/25 12:12:13] ppdet.engine INFO: Epoch: [8] [37100/54024] learning_rate: 0.000100 loss_class: 0.700404 loss_bbox: 0.116339 loss_giou: 0.500533 loss_class_aux: 4.432675 loss_bbox_aux: 0.735444 loss_giou_aux: 3.095923 loss_class_dn: 0.348766 loss_bbox_dn: 0.100827 loss_giou_dn: 0.388677 loss_class_aux_dn: 1.894681 loss_bbox_aux_dn: 0.624936 loss_giou_aux_dn: 2.237431 loss: 15.751305 eta: 35 days, 12:37:58 batch_cost: 0.8269 data_cost: 0.0006 ips: 9.6743 images/s [07/25 12:13:52] ppdet.engine INFO: Epoch: [8] [37200/54024] learning_rate: 0.000100 loss_class: 0.700646 loss_bbox: 0.115433 loss_giou: 0.508593 loss_class_aux: 4.323494 loss_bbox_aux: 0.749471 loss_giou_aux: 3.159317 loss_class_dn: 0.342098 loss_bbox_dn: 0.104826 loss_giou_dn: 0.396814 loss_class_aux_dn: 1.860149 loss_bbox_aux_dn: 0.646712 loss_giou_aux_dn: 2.212836 loss: 15.447584 eta: 35 days, 12:43:58 batch_cost: 0.9463 data_cost: 0.0006 ips: 8.4536 images/s [07/25 12:15:25] ppdet.engine INFO: Epoch: [8] [37300/54024] learning_rate: 0.000100 loss_class: 0.705494 loss_bbox: 0.108430 loss_giou: 0.480832 loss_class_aux: 4.482516 loss_bbox_aux: 0.703397 loss_giou_aux: 3.001982 loss_class_dn: 0.345053 loss_bbox_dn: 0.097594 loss_giou_dn: 0.380621 loss_class_aux_dn: 1.856235 loss_bbox_aux_dn: 0.613435 loss_giou_aux_dn: 2.177862 loss: 15.530852 eta: 35 days, 12:41:33 batch_cost: 0.8915 data_cost: 0.0335 ips: 8.9738 images/s [07/25 12:17:07] ppdet.engine INFO: Epoch: [8] [37400/54024] learning_rate: 0.000100 loss_class: 0.706588 loss_bbox: 0.108961 loss_giou: 0.509059 loss_class_aux: 4.334863 loss_bbox_aux: 0.713999 loss_giou_aux: 3.161820 loss_class_dn: 0.349975 loss_bbox_dn: 0.102786 loss_giou_dn: 0.407279 loss_class_aux_dn: 1.870501 loss_bbox_aux_dn: 0.646953 loss_giou_aux_dn: 2.300446 loss: 15.524831 eta: 35 days, 12:52:05 batch_cost: 0.9764 data_cost: 0.1939 ips: 8.1931 images/s [07/25 12:18:54] ppdet.engine INFO: Epoch: [8] [37500/54024] learning_rate: 0.000100 loss_class: 0.730699 loss_bbox: 0.112129 loss_giou: 0.508871 loss_class_aux: 4.551361 loss_bbox_aux: 0.741512 loss_giou_aux: 3.167383 loss_class_dn: 0.358291 loss_bbox_dn: 0.112042 loss_giou_dn: 0.384712 loss_class_aux_dn: 1.930973 loss_bbox_aux_dn: 0.692149 loss_giou_aux_dn: 2.214322 loss: 15.644180 eta: 35 days, 13:10:30 batch_cost: 1.0287 data_cost: 0.0006 ips: 7.7766 images/s [07/25 12:20:24] ppdet.engine INFO: Epoch: [8] [37600/54024] learning_rate: 0.000100 loss_class: 0.697499 loss_bbox: 0.116078 loss_giou: 0.482318 loss_class_aux: 4.373629 loss_bbox_aux: 0.783093 loss_giou_aux: 3.034446 loss_class_dn: 0.346196 loss_bbox_dn: 0.113234 loss_giou_dn: 0.368513 loss_class_aux_dn: 1.846125 loss_bbox_aux_dn: 0.698237 loss_giou_aux_dn: 2.088811 loss: 14.993361 eta: 35 days, 13:04:12 batch_cost: 0.8664 data_cost: 0.0127 ips: 9.2333 images/s [07/25 12:22:11] ppdet.engine INFO: Epoch: [8] [37700/54024] learning_rate: 0.000100 loss_class: 0.655631 loss_bbox: 0.102255 loss_giou: 0.491590 loss_class_aux: 4.150230 loss_bbox_aux: 0.669973 loss_giou_aux: 3.052030 loss_class_dn: 0.325837 loss_bbox_dn: 0.099217 loss_giou_dn: 0.357306 loss_class_aux_dn: 1.777706 loss_bbox_aux_dn: 0.603273 loss_giou_aux_dn: 2.091599 loss: 14.331731 eta: 35 days, 13:21:34 batch_cost: 1.0227 data_cost: 0.0827 ips: 7.8221 images/s [07/25 12:23:41] ppdet.engine INFO: Epoch: [8] [37800/54024] learning_rate: 0.000100 loss_class: 0.678336 loss_bbox: 0.105345 loss_giou: 0.484193 loss_class_aux: 4.182157 loss_bbox_aux: 0.687694 loss_giou_aux: 2.977883 loss_class_dn: 0.332554 loss_bbox_dn: 0.097753 loss_giou_dn: 0.361080 loss_class_aux_dn: 1.767260 loss_bbox_aux_dn: 0.603751 loss_giou_aux_dn: 2.045624 loss: 14.332742 eta: 35 days, 13:15:04 batch_cost: 0.8651 data_cost: 0.0147 ips: 9.2471 images/s [07/25 12:25:10] ppdet.engine INFO: Epoch: [8] [37900/54024] learning_rate: 0.000100 loss_class: 0.745561 loss_bbox: 0.118759 loss_giou: 0.546133 loss_class_aux: 4.735760 loss_bbox_aux: 0.765795 loss_giou_aux: 3.477378 loss_class_dn: 0.369996 loss_bbox_dn: 0.106196 loss_giou_dn: 0.411536 loss_class_aux_dn: 2.016128 loss_bbox_aux_dn: 0.645599 loss_giou_aux_dn: 2.359568 loss: 16.432219 eta: 35 days, 13:04:58 batch_cost: 0.8409 data_cost: 0.0341 ips: 9.5131 images/s [07/25 12:26:42] ppdet.engine INFO: Epoch: [8] [38000/54024] learning_rate: 0.000100 loss_class: 0.694043 loss_bbox: 0.115093 loss_giou: 0.511196 loss_class_aux: 4.315385 loss_bbox_aux: 0.774271 loss_giou_aux: 3.236404 loss_class_dn: 0.340890 loss_bbox_dn: 0.113915 loss_giou_dn: 0.378335 loss_class_aux_dn: 1.825433 loss_bbox_aux_dn: 0.686957 loss_giou_aux_dn: 2.135840 loss: 15.182439 eta: 35 days, 13:01:13 batch_cost: 0.8831 data_cost: 0.0159 ips: 9.0586 images/s [07/25 12:28:16] ppdet.engine INFO: Epoch: [8] [38100/54024] learning_rate: 0.000100 loss_class: 0.703612 loss_bbox: 0.122806 loss_giou: 0.514563 loss_class_aux: 4.391419 loss_bbox_aux: 0.818832 loss_giou_aux: 3.218023 loss_class_dn: 0.351697 loss_bbox_dn: 0.112738 loss_giou_dn: 0.398172 loss_class_aux_dn: 1.942384 loss_bbox_aux_dn: 0.689315 loss_giou_aux_dn: 2.257879 loss: 15.803308 eta: 35 days, 12:59:30 batch_cost: 0.8965 data_cost: 0.0006 ips: 8.9235 images/s [07/25 12:29:49] ppdet.engine INFO: Epoch: [8] [38200/54024] learning_rate: 0.000100 loss_class: 0.696226 loss_bbox: 0.111855 loss_giou: 0.529638 loss_class_aux: 4.352482 loss_bbox_aux: 0.723971 loss_giou_aux: 3.317015 loss_class_dn: 0.348163 loss_bbox_dn: 0.108510 loss_giou_dn: 0.394471 loss_class_aux_dn: 1.882705 loss_bbox_aux_dn: 0.664246 loss_giou_aux_dn: 2.297014 loss: 15.657706 eta: 35 days, 12:55:00 batch_cost: 0.8779 data_cost: 0.0007 ips: 9.1125 images/s [07/25 12:31:34] ppdet.engine INFO: Epoch: [8] [38300/54024] learning_rate: 0.000100 loss_class: 0.725774 loss_bbox: 0.120713 loss_giou: 0.518249 loss_class_aux: 4.502146 loss_bbox_aux: 0.773844 loss_giou_aux: 3.271758 loss_class_dn: 0.358467 loss_bbox_dn: 0.109537 loss_giou_dn: 0.413046 loss_class_aux_dn: 1.943340 loss_bbox_aux_dn: 0.673616 loss_giou_aux_dn: 2.332045 loss: 15.622693 eta: 35 days, 13:10:35 batch_cost: 1.0128 data_cost: 0.0018 ips: 7.8989 images/s [07/25 12:33:01] ppdet.engine INFO: Epoch: [8] [38400/54024] learning_rate: 0.000100 loss_class: 0.707162 loss_bbox: 0.105749 loss_giou: 0.534494 loss_class_aux: 4.442717 loss_bbox_aux: 0.685803 loss_giou_aux: 3.290689 loss_class_dn: 0.364978 loss_bbox_dn: 0.098614 loss_giou_dn: 0.408749 loss_class_aux_dn: 1.949855 loss_bbox_aux_dn: 0.612444 loss_giou_aux_dn: 2.303110 loss: 15.756250 eta: 35 days, 12:58:35 batch_cost: 0.8275 data_cost: 0.0008 ips: 9.6682 images/s [07/25 12:34:27] ppdet.engine INFO: Epoch: [8] [38500/54024] learning_rate: 0.000100 loss_class: 0.690455 loss_bbox: 0.113854 loss_giou: 0.451790 loss_class_aux: 4.300563 loss_bbox_aux: 0.755082 loss_giou_aux: 2.902229 loss_class_dn: 0.342343 loss_bbox_dn: 0.111922 loss_giou_dn: 0.367275 loss_class_aux_dn: 1.875005 loss_bbox_aux_dn: 0.689140 loss_giou_aux_dn: 2.106190 loss: 14.995181 eta: 35 days, 12:43:35 batch_cost: 0.8069 data_cost: 0.0410 ips: 9.9145 images/s [07/25 12:35:56] ppdet.engine INFO: Epoch: [8] [38600/54024] learning_rate: 0.000100 loss_class: 0.713212 loss_bbox: 0.115213 loss_giou: 0.505035 loss_class_aux: 4.387893 loss_bbox_aux: 0.744083 loss_giou_aux: 3.161522 loss_class_dn: 0.366348 loss_bbox_dn: 0.112232 loss_giou_dn: 0.382901 loss_class_aux_dn: 1.995188 loss_bbox_aux_dn: 0.657855 loss_giou_aux_dn: 2.207172 loss: 16.147404 eta: 35 days, 12:35:57 batch_cost: 0.8563 data_cost: 0.0006 ips: 9.3422 images/s [07/25 12:37:29] ppdet.engine INFO: Epoch: [8] [38700/54024] learning_rate: 0.000100 loss_class: 0.723016 loss_bbox: 0.115477 loss_giou: 0.539275 loss_class_aux: 4.421910 loss_bbox_aux: 0.734374 loss_giou_aux: 3.364979 loss_class_dn: 0.346816 loss_bbox_dn: 0.104432 loss_giou_dn: 0.383674 loss_class_aux_dn: 1.836432 loss_bbox_aux_dn: 0.652667 loss_giou_aux_dn: 2.156283 loss: 15.393606 eta: 35 days, 12:31:47 batch_cost: 0.8796 data_cost: 0.0040 ips: 9.0952 images/s [07/25 12:39:13] ppdet.engine INFO: Epoch: [8] [38800/54024] learning_rate: 0.000100 loss_class: 0.669307 loss_bbox: 0.106878 loss_giou: 0.456443 loss_class_aux: 4.130791 loss_bbox_aux: 0.696779 loss_giou_aux: 2.842455 loss_class_dn: 0.333014 loss_bbox_dn: 0.106203 loss_giou_dn: 0.352314 loss_class_aux_dn: 1.794971 loss_bbox_aux_dn: 0.649840 loss_giou_aux_dn: 1.994570 loss: 14.222321 eta: 35 days, 12:44:41 batch_cost: 0.9957 data_cost: 0.2067 ips: 8.0347 images/s [07/25 12:40:47] ppdet.engine INFO: Epoch: [8] [38900/54024] learning_rate: 0.000100 loss_class: 0.663169 loss_bbox: 0.115567 loss_giou: 0.473454 loss_class_aux: 4.110833 loss_bbox_aux: 0.739300 loss_giou_aux: 2.927830 loss_class_dn: 0.337531 loss_bbox_dn: 0.109542 loss_giou_dn: 0.359843 loss_class_aux_dn: 1.815903 loss_bbox_aux_dn: 0.642032 loss_giou_aux_dn: 2.044638 loss: 14.942423 eta: 35 days, 12:42:31 batch_cost: 0.8934 data_cost: 0.0237 ips: 8.9541 images/s [07/25 12:42:22] ppdet.engine INFO: Epoch: [8] [39000/54024] learning_rate: 0.000100 loss_class: 0.708063 loss_bbox: 0.113687 loss_giou: 0.511407 loss_class_aux: 4.438092 loss_bbox_aux: 0.710702 loss_giou_aux: 3.224579 loss_class_dn: 0.357774 loss_bbox_dn: 0.101350 loss_giou_dn: 0.406906 loss_class_aux_dn: 1.906891 loss_bbox_aux_dn: 0.626068 loss_giou_aux_dn: 2.300819 loss: 15.702857 eta: 35 days, 12:43:16 batch_cost: 0.9133 data_cost: 0.1105 ips: 8.7592 images/s [07/25 12:44:08] ppdet.engine INFO: Epoch: [8] [39100/54024] learning_rate: 0.000100 loss_class: 0.690819 loss_bbox: 0.105202 loss_giou: 0.433800 loss_class_aux: 4.247571 loss_bbox_aux: 0.692365 loss_giou_aux: 2.743091 loss_class_dn: 0.328111 loss_bbox_dn: 0.108465 loss_giou_dn: 0.346245 loss_class_aux_dn: 1.799196 loss_bbox_aux_dn: 0.657735 loss_giou_aux_dn: 1.994830 loss: 14.064194 eta: 35 days, 12:58:17 batch_cost: 1.0113 data_cost: 0.0483 ips: 7.9110 images/s [07/25 12:45:41] ppdet.engine INFO: Epoch: [8] [39200/54024] learning_rate: 0.000100 loss_class: 0.725931 loss_bbox: 0.114438 loss_giou: 0.476055 loss_class_aux: 4.417359 loss_bbox_aux: 0.733292 loss_giou_aux: 3.005303 loss_class_dn: 0.350580 loss_bbox_dn: 0.108510 loss_giou_dn: 0.381490 loss_class_aux_dn: 1.919100 loss_bbox_aux_dn: 0.680023 loss_giou_aux_dn: 2.174184 loss: 15.255085 eta: 35 days, 12:54:15 batch_cost: 0.8809 data_cost: 0.0196 ips: 9.0818 images/s [07/25 12:47:18] ppdet.engine INFO: Epoch: [8] [39300/54024] learning_rate: 0.000100 loss_class: 0.735989 loss_bbox: 0.119883 loss_giou: 0.548432 loss_class_aux: 4.499599 loss_bbox_aux: 0.782623 loss_giou_aux: 3.456358 loss_class_dn: 0.386665 loss_bbox_dn: 0.113510 loss_giou_dn: 0.433236 loss_class_aux_dn: 2.075776 loss_bbox_aux_dn: 0.674544 loss_giou_aux_dn: 2.459540 loss: 17.102079 eta: 35 days, 12:57:26 batch_cost: 0.9306 data_cost: 0.0838 ips: 8.5970 images/s [07/25 12:48:54] ppdet.engine INFO: Epoch: [8] [39400/54024] learning_rate: 0.000100 loss_class: 0.701745 loss_bbox: 0.115385 loss_giou: 0.522628 loss_class_aux: 4.382868 loss_bbox_aux: 0.749767 loss_giou_aux: 3.242264 loss_class_dn: 0.345062 loss_bbox_dn: 0.106867 loss_giou_dn: 0.389293 loss_class_aux_dn: 1.874636 loss_bbox_aux_dn: 0.660837 loss_giou_aux_dn: 2.211667 loss: 15.691247 eta: 35 days, 12:58:04 batch_cost: 0.9130 data_cost: 0.0006 ips: 8.7625 images/s [07/25 12:50:39] ppdet.engine INFO: Epoch: [8] [39500/54024] learning_rate: 0.000100 loss_class: 0.718652 loss_bbox: 0.116891 loss_giou: 0.467751 loss_class_aux: 4.485853 loss_bbox_aux: 0.764812 loss_giou_aux: 2.984083 loss_class_dn: 0.344337 loss_bbox_dn: 0.118414 loss_giou_dn: 0.378849 loss_class_aux_dn: 1.845051 loss_bbox_aux_dn: 0.714170 loss_giou_aux_dn: 2.116823 loss: 15.346865 eta: 35 days, 13:11:57 batch_cost: 1.0050 data_cost: 0.0006 ips: 7.9604 images/s [07/25 12:52:15] ppdet.engine INFO: Epoch: [8] [39600/54024] learning_rate: 0.000100 loss_class: 0.687951 loss_bbox: 0.112732 loss_giou: 0.512009 loss_class_aux: 4.374335 loss_bbox_aux: 0.729856 loss_giou_aux: 3.231523 loss_class_dn: 0.358242 loss_bbox_dn: 0.104661 loss_giou_dn: 0.383455 loss_class_aux_dn: 1.908450 loss_bbox_aux_dn: 0.633086 loss_giou_aux_dn: 2.177586 loss: 15.774221 eta: 35 days, 13:12:17 batch_cost: 0.9114 data_cost: 0.0241 ips: 8.7774 images/s [07/25 12:53:43] ppdet.engine INFO: Epoch: [8] [39700/54024] learning_rate: 0.000100 loss_class: 0.691684 loss_bbox: 0.112103 loss_giou: 0.460471 loss_class_aux: 4.217293 loss_bbox_aux: 0.748050 loss_giou_aux: 2.891825 loss_class_dn: 0.348252 loss_bbox_dn: 0.109073 loss_giou_dn: 0.377244 loss_class_aux_dn: 1.880169 loss_bbox_aux_dn: 0.683079 loss_giou_aux_dn: 2.131146 loss: 14.850257 eta: 35 days, 13:00:22 batch_cost: 0.8260 data_cost: 0.0191 ips: 9.6857 images/s [07/25 12:55:11] ppdet.engine INFO: Epoch: [8] [39800/54024] learning_rate: 0.000100 loss_class: 0.711354 loss_bbox: 0.109790 loss_giou: 0.520204 loss_class_aux: 4.567276 loss_bbox_aux: 0.713632 loss_giou_aux: 3.228713 loss_class_dn: 0.356917 loss_bbox_dn: 0.097951 loss_giou_dn: 0.384250 loss_class_aux_dn: 1.937707 loss_bbox_aux_dn: 0.620806 loss_giou_aux_dn: 2.203368 loss: 15.686570 eta: 35 days, 12:50:04 batch_cost: 0.8369 data_cost: 0.0008 ips: 9.5586 images/s [07/25 12:56:49] ppdet.engine INFO: Epoch: [8] [39900/54024] learning_rate: 0.000100 loss_class: 0.689029 loss_bbox: 0.108539 loss_giou: 0.471776 loss_class_aux: 4.249019 loss_bbox_aux: 0.705203 loss_giou_aux: 2.956085 loss_class_dn: 0.330760 loss_bbox_dn: 0.107781 loss_giou_dn: 0.367069 loss_class_aux_dn: 1.787671 loss_bbox_aux_dn: 0.653220 loss_giou_aux_dn: 2.098434 loss: 14.387384 eta: 35 days, 12:54:52 batch_cost: 0.9424 data_cost: 0.0006 ips: 8.4886 images/s [07/25 12:58:15] ppdet.engine INFO: Epoch: [8] [40000/54024] learning_rate: 0.000100 loss_class: 0.705436 loss_bbox: 0.110195 loss_giou: 0.511675 loss_class_aux: 4.376023 loss_bbox_aux: 0.725885 loss_giou_aux: 3.205040 loss_class_dn: 0.351387 loss_bbox_dn: 0.104043 loss_giou_dn: 0.387314 loss_class_aux_dn: 1.892048 loss_bbox_aux_dn: 0.637104 loss_giou_aux_dn: 2.227525 loss: 15.156618 eta: 35 days, 12:40:42 batch_cost: 0.8095 data_cost: 0.0277 ips: 9.8824 images/s [07/25 12:59:52] ppdet.engine INFO: Epoch: [8] [40100/54024] learning_rate: 0.000100 loss_class: 0.667777 loss_bbox: 0.104927 loss_giou: 0.504798 loss_class_aux: 4.155303 loss_bbox_aux: 0.669560 loss_giou_aux: 3.197168 loss_class_dn: 0.349321 loss_bbox_dn: 0.098525 loss_giou_dn: 0.391239 loss_class_aux_dn: 1.881080 loss_bbox_aux_dn: 0.619919 loss_giou_aux_dn: 2.223257 loss: 15.436444 eta: 35 days, 12:43:22 batch_cost: 0.9275 data_cost: 0.0063 ips: 8.6251 images/s [07/25 13:01:22] ppdet.engine INFO: Epoch: [8] [40200/54024] learning_rate: 0.000100 loss_class: 0.653822 loss_bbox: 0.122371 loss_giou: 0.492149 loss_class_aux: 4.049349 loss_bbox_aux: 0.752333 loss_giou_aux: 3.100625 loss_class_dn: 0.339393 loss_bbox_dn: 0.094679 loss_giou_dn: 0.385547 loss_class_aux_dn: 1.821555 loss_bbox_aux_dn: 0.601030 loss_giou_aux_dn: 2.175084 loss: 15.204028 eta: 35 days, 12:35:33 batch_cost: 0.8536 data_cost: 0.0267 ips: 9.3721 images/s [07/25 13:02:49] ppdet.engine INFO: Epoch: [8] [40300/54024] learning_rate: 0.000100 loss_class: 0.707033 loss_bbox: 0.114609 loss_giou: 0.514429 loss_class_aux: 4.403476 loss_bbox_aux: 0.745202 loss_giou_aux: 3.096184 loss_class_dn: 0.351532 loss_bbox_dn: 0.103206 loss_giou_dn: 0.381251 loss_class_aux_dn: 1.910514 loss_bbox_aux_dn: 0.634171 loss_giou_aux_dn: 2.248829 loss: 15.460648 eta: 35 days, 12:22:54 batch_cost: 0.8192 data_cost: 0.0111 ips: 9.7652 images/s [07/25 13:04:24] ppdet.engine INFO: Epoch: [8] [40400/54024] learning_rate: 0.000100 loss_class: 0.656300 loss_bbox: 0.118074 loss_giou: 0.535804 loss_class_aux: 4.092278 loss_bbox_aux: 0.715593 loss_giou_aux: 3.384327 loss_class_dn: 0.351974 loss_bbox_dn: 0.097750 loss_giou_dn: 0.402544 loss_class_aux_dn: 1.886590 loss_bbox_aux_dn: 0.616521 loss_giou_aux_dn: 2.274178 loss: 15.480416 eta: 35 days, 12:22:57 batch_cost: 0.9090 data_cost: 0.0229 ips: 8.8009 images/s [07/25 13:05:57] ppdet.engine INFO: Epoch: [8] [40500/54024] learning_rate: 0.000100 loss_class: 0.631787 loss_bbox: 0.103099 loss_giou: 0.460608 loss_class_aux: 3.965340 loss_bbox_aux: 0.702866 loss_giou_aux: 2.915545 loss_class_dn: 0.321029 loss_bbox_dn: 0.093349 loss_giou_dn: 0.347433 loss_class_aux_dn: 1.743719 loss_bbox_aux_dn: 0.579522 loss_giou_aux_dn: 2.003747 loss: 13.970530 eta: 35 days, 12:19:55 batch_cost: 0.8871 data_cost: 0.0189 ips: 9.0184 images/s [07/25 13:07:28] ppdet.engine INFO: Epoch: [8] [40600/54024] learning_rate: 0.000100 loss_class: 0.692750 loss_bbox: 0.105472 loss_giou: 0.493620 loss_class_aux: 4.240111 loss_bbox_aux: 0.691607 loss_giou_aux: 3.037320 loss_class_dn: 0.329850 loss_bbox_dn: 0.100951 loss_giou_dn: 0.378903 loss_class_aux_dn: 1.775478 loss_bbox_aux_dn: 0.633639 loss_giou_aux_dn: 2.144596 loss: 14.669043 eta: 35 days, 12:14:20 batch_cost: 0.8688 data_cost: 0.0006 ips: 9.2077 images/s [07/25 13:09:05] ppdet.engine INFO: Epoch: [8] [40700/54024] learning_rate: 0.000100 loss_class: 0.719081 loss_bbox: 0.113483 loss_giou: 0.498178 loss_class_aux: 4.458934 loss_bbox_aux: 0.738380 loss_giou_aux: 3.115381 loss_class_dn: 0.356201 loss_bbox_dn: 0.103903 loss_giou_dn: 0.391717 loss_class_aux_dn: 1.950501 loss_bbox_aux_dn: 0.637451 loss_giou_aux_dn: 2.225866 loss: 15.831250 eta: 35 days, 12:16:42 batch_cost: 0.9255 data_cost: 0.0473 ips: 8.6444 images/s [07/25 13:10:40] ppdet.engine INFO: Epoch: [8] [40800/54024] learning_rate: 0.000100 loss_class: 0.695768 loss_bbox: 0.110641 loss_giou: 0.498212 loss_class_aux: 4.332915 loss_bbox_aux: 0.726435 loss_giou_aux: 3.124011 loss_class_dn: 0.351357 loss_bbox_dn: 0.110728 loss_giou_dn: 0.400746 loss_class_aux_dn: 1.931440 loss_bbox_aux_dn: 0.703340 loss_giou_aux_dn: 2.298062 loss: 15.548585 eta: 35 days, 12:17:37 batch_cost: 0.9153 data_cost: 0.0555 ips: 8.7404 images/s [07/25 13:12:12] ppdet.engine INFO: Epoch: [8] [40900/54024] learning_rate: 0.000100 loss_class: 0.673000 loss_bbox: 0.113520 loss_giou: 0.500681 loss_class_aux: 4.141188 loss_bbox_aux: 0.729877 loss_giou_aux: 3.138610 loss_class_dn: 0.361516 loss_bbox_dn: 0.097820 loss_giou_dn: 0.378964 loss_class_aux_dn: 1.929963 loss_bbox_aux_dn: 0.612537 loss_giou_aux_dn: 2.157146 loss: 15.792290 eta: 35 days, 12:12:15 batch_cost: 0.8702 data_cost: 0.0188 ips: 9.1933 images/s [07/25 13:14:02] ppdet.engine INFO: Epoch: [8] [41000/54024] learning_rate: 0.000100 loss_class: 0.682487 loss_bbox: 0.105153 loss_giou: 0.480148 loss_class_aux: 4.236527 loss_bbox_aux: 0.702399 loss_giou_aux: 3.001427 loss_class_dn: 0.349791 loss_bbox_dn: 0.107131 loss_giou_dn: 0.367228 loss_class_aux_dn: 1.895099 loss_bbox_aux_dn: 0.642203 loss_giou_aux_dn: 2.139858 loss: 14.908384 eta: 35 days, 12:33:16 batch_cost: 1.0600 data_cost: 0.0006 ips: 7.5468 images/s [07/25 13:15:41] ppdet.engine INFO: Epoch: [8] [41100/54024] learning_rate: 0.000100 loss_class: 0.706208 loss_bbox: 0.112902 loss_giou: 0.448919 loss_class_aux: 4.431745 loss_bbox_aux: 0.722606 loss_giou_aux: 2.839077 loss_class_dn: 0.340516 loss_bbox_dn: 0.108514 loss_giou_dn: 0.361407 loss_class_aux_dn: 1.851424 loss_bbox_aux_dn: 0.661005 loss_giou_aux_dn: 2.113562 loss: 14.801729 eta: 35 days, 12:38:02 batch_cost: 0.9435 data_cost: 0.0545 ips: 8.4789 images/s [07/25 13:17:25] ppdet.engine INFO: Epoch: [8] [41200/54024] learning_rate: 0.000100 loss_class: 0.720283 loss_bbox: 0.114758 loss_giou: 0.497123 loss_class_aux: 4.452878 loss_bbox_aux: 0.744480 loss_giou_aux: 3.127582 loss_class_dn: 0.350779 loss_bbox_dn: 0.104852 loss_giou_dn: 0.384698 loss_class_aux_dn: 1.899114 loss_bbox_aux_dn: 0.647532 loss_giou_aux_dn: 2.249033 loss: 15.706026 eta: 35 days, 12:50:39 batch_cost: 1.0006 data_cost: 0.1506 ips: 7.9952 images/s [07/25 13:19:14] ppdet.engine INFO: Epoch: [8] [41300/54024] learning_rate: 0.000100 loss_class: 0.707635 loss_bbox: 0.112481 loss_giou: 0.533703 loss_class_aux: 4.410627 loss_bbox_aux: 0.737963 loss_giou_aux: 3.305048 loss_class_dn: 0.350470 loss_bbox_dn: 0.104131 loss_giou_dn: 0.394721 loss_class_aux_dn: 1.899265 loss_bbox_aux_dn: 0.638570 loss_giou_aux_dn: 2.263977 loss: 15.233788 eta: 35 days, 13:10:35 batch_cost: 1.0542 data_cost: 0.1598 ips: 7.5889 images/s [07/25 13:20:43] ppdet.engine INFO: Epoch: [8] [41400/54024] learning_rate: 0.000100 loss_class: 0.670418 loss_bbox: 0.115363 loss_giou: 0.473852 loss_class_aux: 4.230841 loss_bbox_aux: 0.757007 loss_giou_aux: 3.000296 loss_class_dn: 0.340515 loss_bbox_dn: 0.111199 loss_giou_dn: 0.363409 loss_class_aux_dn: 1.859254 loss_bbox_aux_dn: 0.702892 loss_giou_aux_dn: 2.122912 loss: 15.722341 eta: 35 days, 13:01:26 batch_cost: 0.8434 data_cost: 0.0291 ips: 9.4850 images/s [07/25 13:22:29] ppdet.engine INFO: Epoch: [8] [41500/54024] learning_rate: 0.000100 loss_class: 0.688573 loss_bbox: 0.103708 loss_giou: 0.469508 loss_class_aux: 4.273711 loss_bbox_aux: 0.685115 loss_giou_aux: 2.880961 loss_class_dn: 0.356673 loss_bbox_dn: 0.103135 loss_giou_dn: 0.385035 loss_class_aux_dn: 1.888084 loss_bbox_aux_dn: 0.624763 loss_giou_aux_dn: 2.149720 loss: 15.309722 eta: 35 days, 13:15:44 batch_cost: 1.0140 data_cost: 0.1657 ips: 7.8895 images/s [07/25 13:24:22] ppdet.engine INFO: Epoch: [8] [41600/54024] learning_rate: 0.000100 loss_class: 0.698984 loss_bbox: 0.118616 loss_giou: 0.513978 loss_class_aux: 4.470222 loss_bbox_aux: 0.756023 loss_giou_aux: 3.212301 loss_class_dn: 0.359157 loss_bbox_dn: 0.111311 loss_giou_dn: 0.390588 loss_class_aux_dn: 1.992845 loss_bbox_aux_dn: 0.689309 loss_giou_aux_dn: 2.216232 loss: 15.856084 eta: 35 days, 13:40:28 batch_cost: 1.0910 data_cost: 0.0257 ips: 7.3329 images/s [07/25 13:25:50] ppdet.engine INFO: Epoch: [8] [41700/54024] learning_rate: 0.000100 loss_class: 0.672107 loss_bbox: 0.111852 loss_giou: 0.479170 loss_class_aux: 4.183310 loss_bbox_aux: 0.760055 loss_giou_aux: 3.003851 loss_class_dn: 0.325465 loss_bbox_dn: 0.099676 loss_giou_dn: 0.372366 loss_class_aux_dn: 1.783802 loss_bbox_aux_dn: 0.629853 loss_giou_aux_dn: 2.161620 loss: 14.632040 eta: 35 days, 13:30:28 batch_cost: 0.8373 data_cost: 0.0006 ips: 9.5542 images/s [07/25 13:27:32] ppdet.engine INFO: Epoch: [8] [41800/54024] learning_rate: 0.000100 loss_class: 0.704253 loss_bbox: 0.109108 loss_giou: 0.512115 loss_class_aux: 4.379049 loss_bbox_aux: 0.712077 loss_giou_aux: 3.166696 loss_class_dn: 0.363720 loss_bbox_dn: 0.100850 loss_giou_dn: 0.388435 loss_class_aux_dn: 1.970665 loss_bbox_aux_dn: 0.607455 loss_giou_aux_dn: 2.209335 loss: 15.563485 eta: 35 days, 13:39:22 batch_cost: 0.9759 data_cost: 0.1108 ips: 8.1976 images/s [07/25 13:29:13] ppdet.engine INFO: Epoch: [8] [41900/54024] learning_rate: 0.000100 loss_class: 0.663066 loss_bbox: 0.105640 loss_giou: 0.447738 loss_class_aux: 4.103343 loss_bbox_aux: 0.697040 loss_giou_aux: 2.840361 loss_class_dn: 0.328982 loss_bbox_dn: 0.099814 loss_giou_dn: 0.355852 loss_class_aux_dn: 1.809438 loss_bbox_aux_dn: 0.650346 loss_giou_aux_dn: 2.056101 loss: 14.657307 eta: 35 days, 13:47:05 batch_cost: 0.9675 data_cost: 0.1642 ips: 8.2684 images/s [07/25 13:30:49] ppdet.engine INFO: Epoch: [8] [42000/54024] learning_rate: 0.000100 loss_class: 0.724582 loss_bbox: 0.113800 loss_giou: 0.453176 loss_class_aux: 4.482983 loss_bbox_aux: 0.741523 loss_giou_aux: 2.822186 loss_class_dn: 0.344531 loss_bbox_dn: 0.112491 loss_giou_dn: 0.361064 loss_class_aux_dn: 1.864873 loss_bbox_aux_dn: 0.672572 loss_giou_aux_dn: 2.054539 loss: 14.804314 eta: 35 days, 13:47:16 batch_cost: 0.9123 data_cost: 0.0769 ips: 8.7686 images/s [07/25 13:32:30] ppdet.engine INFO: Epoch: [8] [42100/54024] learning_rate: 0.000100 loss_class: 0.712601 loss_bbox: 0.106970 loss_giou: 0.530342 loss_class_aux: 4.363884 loss_bbox_aux: 0.731843 loss_giou_aux: 3.282817 loss_class_dn: 0.354882 loss_bbox_dn: 0.107704 loss_giou_dn: 0.381990 loss_class_aux_dn: 1.941702 loss_bbox_aux_dn: 0.653271 loss_giou_aux_dn: 2.165195 loss: 15.222030 eta: 35 days, 13:55:50 batch_cost: 0.9743 data_cost: 0.0245 ips: 8.2109 images/s [07/25 13:34:11] ppdet.engine INFO: Epoch: [8] [42200/54024] learning_rate: 0.000100 loss_class: 0.694178 loss_bbox: 0.109204 loss_giou: 0.467946 loss_class_aux: 4.302948 loss_bbox_aux: 0.725717 loss_giou_aux: 2.958665 loss_class_dn: 0.345150 loss_bbox_dn: 0.100791 loss_giou_dn: 0.375548 loss_class_aux_dn: 1.870240 loss_bbox_aux_dn: 0.642795 loss_giou_aux_dn: 2.142400 loss: 15.070789 eta: 35 days, 14:03:00 batch_cost: 0.9644 data_cost: 0.0901 ips: 8.2957 images/s [07/25 13:35:53] ppdet.engine INFO: Epoch: [8] [42300/54024] learning_rate: 0.000100 loss_class: 0.661282 loss_bbox: 0.103362 loss_giou: 0.465547 loss_class_aux: 4.164335 loss_bbox_aux: 0.685883 loss_giou_aux: 2.885974 loss_class_dn: 0.332518 loss_bbox_dn: 0.102320 loss_giou_dn: 0.368561 loss_class_aux_dn: 1.812296 loss_bbox_aux_dn: 0.624040 loss_giou_aux_dn: 2.075351 loss: 14.396486 eta: 35 days, 14:11:55 batch_cost: 0.9776 data_cost: 0.0006 ips: 8.1830 images/s [07/25 13:37:20] ppdet.engine INFO: Epoch: [8] [42400/54024] learning_rate: 0.000100 loss_class: 0.685307 loss_bbox: 0.102854 loss_giou: 0.509083 loss_class_aux: 4.182948 loss_bbox_aux: 0.700292 loss_giou_aux: 3.215513 loss_class_dn: 0.352875 loss_bbox_dn: 0.101464 loss_giou_dn: 0.388219 loss_class_aux_dn: 1.880846 loss_bbox_aux_dn: 0.662545 loss_giou_aux_dn: 2.193074 loss: 15.493691 eta: 35 days, 14:00:46 batch_cost: 0.8285 data_cost: 0.0036 ips: 9.6561 images/s [07/25 13:38:57] ppdet.engine INFO: Epoch: [8] [42500/54024] learning_rate: 0.000100 loss_class: 0.677888 loss_bbox: 0.110587 loss_giou: 0.539459 loss_class_aux: 4.216486 loss_bbox_aux: 0.745013 loss_giou_aux: 3.340123 loss_class_dn: 0.354419 loss_bbox_dn: 0.103270 loss_giou_dn: 0.402103 loss_class_aux_dn: 1.906885 loss_bbox_aux_dn: 0.637009 loss_giou_aux_dn: 2.262816 loss: 15.543771 eta: 35 days, 14:02:49 batch_cost: 0.9267 data_cost: 0.0308 ips: 8.6324 images/s [07/25 13:40:49] ppdet.engine INFO: Epoch: [8] [42600/54024] learning_rate: 0.000100 loss_class: 0.688024 loss_bbox: 0.108504 loss_giou: 0.504813 loss_class_aux: 4.287746 loss_bbox_aux: 0.719517 loss_giou_aux: 3.191030 loss_class_dn: 0.353027 loss_bbox_dn: 0.105024 loss_giou_dn: 0.388408 loss_class_aux_dn: 1.862954 loss_bbox_aux_dn: 0.633140 loss_giou_aux_dn: 2.191218 loss: 15.315439 eta: 35 days, 14:25:16 batch_cost: 1.0796 data_cost: 0.0091 ips: 7.4100 images/s [07/25 13:42:15] ppdet.engine INFO: Epoch: [8] [42700/54024] learning_rate: 0.000100 loss_class: 0.678189 loss_bbox: 0.112969 loss_giou: 0.483521 loss_class_aux: 4.230442 loss_bbox_aux: 0.719052 loss_giou_aux: 3.054732 loss_class_dn: 0.339645 loss_bbox_dn: 0.109583 loss_giou_dn: 0.383090 loss_class_aux_dn: 1.828892 loss_bbox_aux_dn: 0.666880 loss_giou_aux_dn: 2.173122 loss: 14.732900 eta: 35 days, 14:13:07 batch_cost: 0.8208 data_cost: 0.0006 ips: 9.7466 images/s [07/25 13:43:49] ppdet.engine INFO: Epoch: [8] [42800/54024] learning_rate: 0.000100 loss_class: 0.693461 loss_bbox: 0.122619 loss_giou: 0.539849 loss_class_aux: 4.304829 loss_bbox_aux: 0.795121 loss_giou_aux: 3.342678 loss_class_dn: 0.367819 loss_bbox_dn: 0.118306 loss_giou_dn: 0.407026 loss_class_aux_dn: 1.961297 loss_bbox_aux_dn: 0.689089 loss_giou_aux_dn: 2.313911 loss: 16.464678 eta: 35 days, 14:09:46 batch_cost: 0.8867 data_cost: 0.0173 ips: 9.0221 images/s [07/25 13:45:13] ppdet.engine INFO: Epoch: [8] [42900/54024] learning_rate: 0.000100 loss_class: 0.705826 loss_bbox: 0.110149 loss_giou: 0.509556 loss_class_aux: 4.373243 loss_bbox_aux: 0.732564 loss_giou_aux: 3.126235 loss_class_dn: 0.352723 loss_bbox_dn: 0.106922 loss_giou_dn: 0.391359 loss_class_aux_dn: 1.909762 loss_bbox_aux_dn: 0.656159 loss_giou_aux_dn: 2.232242 loss: 15.421950 eta: 35 days, 13:55:32 batch_cost: 0.8045 data_cost: 0.0115 ips: 9.9442 images/s [07/25 13:46:45] ppdet.engine INFO: Epoch: [8] [43000/54024] learning_rate: 0.000100 loss_class: 0.710578 loss_bbox: 0.108185 loss_giou: 0.479378 loss_class_aux: 4.369529 loss_bbox_aux: 0.716878 loss_giou_aux: 2.989799 loss_class_dn: 0.350158 loss_bbox_dn: 0.102272 loss_giou_dn: 0.381875 loss_class_aux_dn: 1.913349 loss_bbox_aux_dn: 0.640441 loss_giou_aux_dn: 2.175041 loss: 15.109404 eta: 35 days, 13:51:52 batch_cost: 0.8840 data_cost: 0.0006 ips: 9.0500 images/s [07/25 13:48:25] ppdet.engine INFO: Epoch: [8] [43100/54024] learning_rate: 0.000100 loss_class: 0.686069 loss_bbox: 0.107030 loss_giou: 0.514479 loss_class_aux: 4.325457 loss_bbox_aux: 0.692028 loss_giou_aux: 3.196039 loss_class_dn: 0.343332 loss_bbox_dn: 0.097415 loss_giou_dn: 0.370772 loss_class_aux_dn: 1.842748 loss_bbox_aux_dn: 0.612818 loss_giou_aux_dn: 2.129710 loss: 14.796117 eta: 35 days, 13:57:12 batch_cost: 0.9520 data_cost: 0.0142 ips: 8.4033 images/s [07/25 13:50:04] ppdet.engine INFO: Epoch: [8] [43200/54024] learning_rate: 0.000100 loss_class: 0.667613 loss_bbox: 0.109285 loss_giou: 0.425743 loss_class_aux: 4.173928 loss_bbox_aux: 0.696269 loss_giou_aux: 2.708358 loss_class_dn: 0.327458 loss_bbox_dn: 0.098488 loss_giou_dn: 0.345331 loss_class_aux_dn: 1.785258 loss_bbox_aux_dn: 0.609608 loss_giou_aux_dn: 1.959141 loss: 14.079201 eta: 35 days, 14:02:19 batch_cost: 0.9505 data_cost: 0.0295 ips: 8.4166 images/s [07/25 13:51:40] ppdet.engine INFO: Epoch: [8] [43300/54024] learning_rate: 0.000100 loss_class: 0.674383 loss_bbox: 0.104141 loss_giou: 0.454909 loss_class_aux: 4.234029 loss_bbox_aux: 0.707973 loss_giou_aux: 2.882283 loss_class_dn: 0.333156 loss_bbox_dn: 0.100933 loss_giou_dn: 0.357425 loss_class_aux_dn: 1.830028 loss_bbox_aux_dn: 0.607561 loss_giou_aux_dn: 2.038443 loss: 14.650176 eta: 35 days, 14:02:38 batch_cost: 0.9143 data_cost: 0.0285 ips: 8.7499 images/s [07/25 13:53:16] ppdet.engine INFO: Epoch: [8] [43400/54024] learning_rate: 0.000100 loss_class: 0.715061 loss_bbox: 0.110677 loss_giou: 0.532164 loss_class_aux: 4.464947 loss_bbox_aux: 0.715608 loss_giou_aux: 3.347361 loss_class_dn: 0.350087 loss_bbox_dn: 0.103072 loss_giou_dn: 0.412746 loss_class_aux_dn: 1.869038 loss_bbox_aux_dn: 0.653120 loss_giou_aux_dn: 2.347950 loss: 15.791478 eta: 35 days, 14:04:05 batch_cost: 0.9230 data_cost: 0.0006 ips: 8.6671 images/s [07/25 13:54:50] ppdet.engine INFO: Epoch: [8] [43500/54024] learning_rate: 0.000100 loss_class: 0.675515 loss_bbox: 0.107180 loss_giou: 0.430624 loss_class_aux: 4.222936 loss_bbox_aux: 0.701621 loss_giou_aux: 2.747144 loss_class_dn: 0.322059 loss_bbox_dn: 0.107120 loss_giou_dn: 0.346972 loss_class_aux_dn: 1.742599 loss_bbox_aux_dn: 0.643885 loss_giou_aux_dn: 2.007246 loss: 14.179516 eta: 35 days, 14:01:33 batch_cost: 0.8927 data_cost: 0.0157 ips: 8.9615 images/s [07/25 13:56:19] ppdet.engine INFO: Epoch: [8] [43600/54024] learning_rate: 0.000100 loss_class: 0.676189 loss_bbox: 0.104012 loss_giou: 0.456168 loss_class_aux: 4.211495 loss_bbox_aux: 0.679250 loss_giou_aux: 2.905976 loss_class_dn: 0.342178 loss_bbox_dn: 0.098203 loss_giou_dn: 0.380484 loss_class_aux_dn: 1.834409 loss_bbox_aux_dn: 0.630914 loss_giou_aux_dn: 2.154236 loss: 15.053379 eta: 35 days, 13:53:01 batch_cost: 0.8466 data_cost: 0.0029 ips: 9.4495 images/s [07/25 13:57:55] ppdet.engine INFO: Epoch: [8] [43700/54024] learning_rate: 0.000100 loss_class: 0.649765 loss_bbox: 0.105267 loss_giou: 0.428008 loss_class_aux: 4.159565 loss_bbox_aux: 0.680639 loss_giou_aux: 2.680326 loss_class_dn: 0.327439 loss_bbox_dn: 0.091770 loss_giou_dn: 0.355275 loss_class_aux_dn: 1.752379 loss_bbox_aux_dn: 0.589753 loss_giou_aux_dn: 2.021763 loss: 14.243571 eta: 35 days, 13:53:35 batch_cost: 0.9163 data_cost: 0.0006 ips: 8.7307 images/s [07/25 13:59:36] ppdet.engine INFO: Epoch: [8] [43800/54024] learning_rate: 0.000100 loss_class: 0.672257 loss_bbox: 0.110244 loss_giou: 0.495839 loss_class_aux: 4.247949 loss_bbox_aux: 0.725194 loss_giou_aux: 3.106757 loss_class_dn: 0.343463 loss_bbox_dn: 0.101568 loss_giou_dn: 0.378802 loss_class_aux_dn: 1.841421 loss_bbox_aux_dn: 0.621377 loss_giou_aux_dn: 2.141470 loss: 14.874970 eta: 35 days, 13:59:01 batch_cost: 0.9538 data_cost: 0.0292 ips: 8.3872 images/s [07/25 14:01:25] ppdet.engine INFO: Epoch: [8] [43900/54024] learning_rate: 0.000100 loss_class: 0.732629 loss_bbox: 0.117692 loss_giou: 0.548291 loss_class_aux: 4.500845 loss_bbox_aux: 0.760314 loss_giou_aux: 3.403375 loss_class_dn: 0.362337 loss_bbox_dn: 0.108137 loss_giou_dn: 0.409368 loss_class_aux_dn: 1.975171 loss_bbox_aux_dn: 0.665806 loss_giou_aux_dn: 2.314477 loss: 16.047247 eta: 35 days, 14:17:03 batch_cost: 1.0514 data_cost: 0.1412 ips: 7.6091 images/s [07/25 14:02:51] ppdet.engine INFO: Epoch: [8] [44000/54024] learning_rate: 0.000100 loss_class: 0.774762 loss_bbox: 0.116618 loss_giou: 0.540052 loss_class_aux: 4.702978 loss_bbox_aux: 0.767886 loss_giou_aux: 3.418296 loss_class_dn: 0.368233 loss_bbox_dn: 0.112199 loss_giou_dn: 0.415759 loss_class_aux_dn: 1.993459 loss_bbox_aux_dn: 0.687049 loss_giou_aux_dn: 2.373665 loss: 16.101837 eta: 35 days, 14:04:23 batch_cost: 0.8145 data_cost: 0.0397 ips: 9.8217 images/s [07/25 14:04:27] ppdet.engine INFO: Epoch: [8] [44100/54024] learning_rate: 0.000100 loss_class: 0.694003 loss_bbox: 0.108169 loss_giou: 0.519044 loss_class_aux: 4.331460 loss_bbox_aux: 0.692545 loss_giou_aux: 3.232627 loss_class_dn: 0.342384 loss_bbox_dn: 0.102823 loss_giou_dn: 0.381386 loss_class_aux_dn: 1.837073 loss_bbox_aux_dn: 0.617461 loss_giou_aux_dn: 2.195879 loss: 14.740882 eta: 35 days, 14:04:21 batch_cost: 0.9122 data_cost: 0.1290 ips: 8.7704 images/s [07/25 14:06:04] ppdet.engine INFO: Epoch: [8] [44200/54024] learning_rate: 0.000100 loss_class: 0.647632 loss_bbox: 0.107575 loss_giou: 0.459491 loss_class_aux: 4.008621 loss_bbox_aux: 0.717310 loss_giou_aux: 2.902991 loss_class_dn: 0.320710 loss_bbox_dn: 0.103734 loss_giou_dn: 0.366172 loss_class_aux_dn: 1.742403 loss_bbox_aux_dn: 0.622945 loss_giou_aux_dn: 2.056781 loss: 13.826406 eta: 35 days, 14:07:11 batch_cost: 0.9344 data_cost: 0.0148 ips: 8.5612 images/s [07/25 14:07:49] ppdet.engine INFO: Epoch: [8] [44300/54024] learning_rate: 0.000100 loss_class: 0.695513 loss_bbox: 0.115186 loss_giou: 0.494722 loss_class_aux: 4.294595 loss_bbox_aux: 0.731522 loss_giou_aux: 3.095631 loss_class_dn: 0.345714 loss_bbox_dn: 0.103277 loss_giou_dn: 0.371951 loss_class_aux_dn: 1.889609 loss_bbox_aux_dn: 0.651974 loss_giou_aux_dn: 2.109299 loss: 15.207994 eta: 35 days, 14:19:13 batch_cost: 1.0062 data_cost: 0.0509 ips: 7.9507 images/s [07/25 14:09:18] ppdet.engine INFO: Epoch: [8] [44400/54024] learning_rate: 0.000100 loss_class: 0.682668 loss_bbox: 0.101653 loss_giou: 0.482920 loss_class_aux: 4.244903 loss_bbox_aux: 0.683081 loss_giou_aux: 2.998837 loss_class_dn: 0.346930 loss_bbox_dn: 0.098979 loss_giou_dn: 0.371128 loss_class_aux_dn: 1.842532 loss_bbox_aux_dn: 0.601022 loss_giou_aux_dn: 2.078768 loss: 14.602035 eta: 35 days, 14:10:33 batch_cost: 0.8451 data_cost: 0.0006 ips: 9.4659 images/s [07/25 14:10:51] ppdet.engine INFO: Epoch: [8] [44500/54024] learning_rate: 0.000100 loss_class: 0.701153 loss_bbox: 0.114937 loss_giou: 0.512250 loss_class_aux: 4.332264 loss_bbox_aux: 0.721965 loss_giou_aux: 3.192940 loss_class_dn: 0.351571 loss_bbox_dn: 0.105179 loss_giou_dn: 0.391748 loss_class_aux_dn: 1.900483 loss_bbox_aux_dn: 0.641311 loss_giou_aux_dn: 2.215525 loss: 15.469195 eta: 35 days, 14:07:40 batch_cost: 0.8902 data_cost: 0.0522 ips: 8.9872 images/s [07/25 14:12:26] ppdet.engine INFO: Epoch: [8] [44600/54024] learning_rate: 0.000100 loss_class: 0.671860 loss_bbox: 0.108963 loss_giou: 0.508310 loss_class_aux: 4.202215 loss_bbox_aux: 0.730212 loss_giou_aux: 3.100542 loss_class_dn: 0.328417 loss_bbox_dn: 0.103314 loss_giou_dn: 0.383160 loss_class_aux_dn: 1.765192 loss_bbox_aux_dn: 0.632279 loss_giou_aux_dn: 2.157533 loss: 14.970066 eta: 35 days, 14:06:41 batch_cost: 0.9050 data_cost: 0.0381 ips: 8.8399 images/s [07/25 14:13:56] ppdet.engine INFO: Epoch: [8] [44700/54024] learning_rate: 0.000100 loss_class: 0.682666 loss_bbox: 0.109256 loss_giou: 0.473628 loss_class_aux: 4.265235 loss_bbox_aux: 0.714757 loss_giou_aux: 2.907019 loss_class_dn: 0.334975 loss_bbox_dn: 0.094521 loss_giou_dn: 0.369764 loss_class_aux_dn: 1.784544 loss_bbox_aux_dn: 0.587706 loss_giou_aux_dn: 2.104673 loss: 14.548135 eta: 35 days, 13:58:59 batch_cost: 0.8522 data_cost: 0.0866 ips: 9.3878 images/s [07/25 14:15:23] ppdet.engine INFO: Epoch: [8] [44800/54024] learning_rate: 0.000100 loss_class: 0.712882 loss_bbox: 0.108123 loss_giou: 0.466587 loss_class_aux: 4.408615 loss_bbox_aux: 0.729454 loss_giou_aux: 2.900131 loss_class_dn: 0.331423 loss_bbox_dn: 0.111717 loss_giou_dn: 0.374548 loss_class_aux_dn: 1.793917 loss_bbox_aux_dn: 0.674070 loss_giou_aux_dn: 2.151414 loss: 14.602240 eta: 35 days, 13:49:27 batch_cost: 0.8375 data_cost: 0.0499 ips: 9.5521 images/s [07/25 14:16:59] ppdet.engine INFO: Epoch: [8] [44900/54024] learning_rate: 0.000100 loss_class: 0.689109 loss_bbox: 0.111662 loss_giou: 0.500402 loss_class_aux: 4.334404 loss_bbox_aux: 0.740922 loss_giou_aux: 3.136268 loss_class_dn: 0.357196 loss_bbox_dn: 0.103128 loss_giou_dn: 0.394424 loss_class_aux_dn: 1.911229 loss_bbox_aux_dn: 0.654558 loss_giou_aux_dn: 2.261928 loss: 15.904056 eta: 35 days, 13:49:30 batch_cost: 0.9130 data_cost: 0.0689 ips: 8.7624 images/s [07/25 14:18:35] ppdet.engine INFO: Epoch: [8] [45000/54024] learning_rate: 0.000100 loss_class: 0.684917 loss_bbox: 0.105274 loss_giou: 0.477262 loss_class_aux: 4.350487 loss_bbox_aux: 0.687372 loss_giou_aux: 2.983994 loss_class_dn: 0.336889 loss_bbox_dn: 0.100304 loss_giou_dn: 0.366631 loss_class_aux_dn: 1.852772 loss_bbox_aux_dn: 0.630656 loss_giou_aux_dn: 2.090302 loss: 14.981577 eta: 35 days, 13:49:22 batch_cost: 0.9116 data_cost: 0.0006 ips: 8.7762 images/s [07/25 14:20:09] ppdet.engine INFO: Epoch: [8] [45100/54024] learning_rate: 0.000100 loss_class: 0.730484 loss_bbox: 0.120628 loss_giou: 0.580542 loss_class_aux: 4.437132 loss_bbox_aux: 0.776793 loss_giou_aux: 3.626002 loss_class_dn: 0.371920 loss_bbox_dn: 0.111290 loss_giou_dn: 0.425079 loss_class_aux_dn: 2.012560 loss_bbox_aux_dn: 0.676160 loss_giou_aux_dn: 2.398437 loss: 16.398986 eta: 35 days, 13:47:31 batch_cost: 0.8979 data_cost: 0.0344 ips: 8.9094 images/s [07/25 14:21:42] ppdet.engine INFO: Epoch: [8] [45200/54024] learning_rate: 0.000100 loss_class: 0.693964 loss_bbox: 0.114246 loss_giou: 0.498351 loss_class_aux: 4.295777 loss_bbox_aux: 0.735210 loss_giou_aux: 3.129672 loss_class_dn: 0.347839 loss_bbox_dn: 0.102059 loss_giou_dn: 0.396739 loss_class_aux_dn: 1.867493 loss_bbox_aux_dn: 0.627649 loss_giou_aux_dn: 2.249654 loss: 14.822042 eta: 35 days, 13:45:00 batch_cost: 0.8927 data_cost: 0.0006 ips: 8.9618 images/s [07/25 14:23:12] ppdet.engine INFO: Epoch: [8] [45300/54024] learning_rate: 0.000100 loss_class: 0.663187 loss_bbox: 0.103536 loss_giou: 0.472824 loss_class_aux: 4.172205 loss_bbox_aux: 0.671353 loss_giou_aux: 2.916352 loss_class_dn: 0.331981 loss_bbox_dn: 0.102845 loss_giou_dn: 0.358165 loss_class_aux_dn: 1.780879 loss_bbox_aux_dn: 0.636961 loss_giou_aux_dn: 2.079481 loss: 14.477648 eta: 35 days, 13:37:50 batch_cost: 0.8555 data_cost: 0.0331 ips: 9.3507 images/s [07/25 14:24:55] ppdet.engine INFO: Epoch: [8] [45400/54024] learning_rate: 0.000100 loss_class: 0.659693 loss_bbox: 0.107394 loss_giou: 0.488318 loss_class_aux: 4.104728 loss_bbox_aux: 0.665671 loss_giou_aux: 3.085494 loss_class_dn: 0.331301 loss_bbox_dn: 0.094083 loss_giou_dn: 0.364814 loss_class_aux_dn: 1.755780 loss_bbox_aux_dn: 0.589311 loss_giou_aux_dn: 2.056278 loss: 13.981014 eta: 35 days, 13:46:41 batch_cost: 0.9832 data_cost: 0.0465 ips: 8.1364 images/s [07/25 14:26:26] ppdet.engine INFO: Epoch: [8] [45500/54024] learning_rate: 0.000100 loss_class: 0.702709 loss_bbox: 0.109003 loss_giou: 0.478467 loss_class_aux: 4.381171 loss_bbox_aux: 0.711977 loss_giou_aux: 3.066186 loss_class_dn: 0.339386 loss_bbox_dn: 0.099901 loss_giou_dn: 0.358430 loss_class_aux_dn: 1.841340 loss_bbox_aux_dn: 0.650717 loss_giou_aux_dn: 2.087384 loss: 14.464510 eta: 35 days, 13:42:19 batch_cost: 0.8778 data_cost: 0.0047 ips: 9.1133 images/s [07/25 14:27:54] ppdet.engine INFO: Epoch: [8] [45600/54024] learning_rate: 0.000100 loss_class: 0.669731 loss_bbox: 0.109882 loss_giou: 0.506158 loss_class_aux: 4.234093 loss_bbox_aux: 0.743041 loss_giou_aux: 3.177700 loss_class_dn: 0.344366 loss_bbox_dn: 0.105672 loss_giou_dn: 0.374854 loss_class_aux_dn: 1.836543 loss_bbox_aux_dn: 0.659839 loss_giou_aux_dn: 2.158265 loss: 14.634825 eta: 35 days, 13:32:08 batch_cost: 0.8311 data_cost: 0.0126 ips: 9.6259 images/s [07/25 14:29:22] ppdet.engine INFO: Epoch: [8] [45700/54024] learning_rate: 0.000100 loss_class: 0.692606 loss_bbox: 0.110678 loss_giou: 0.451465 loss_class_aux: 4.359115 loss_bbox_aux: 0.739782 loss_giou_aux: 2.823762 loss_class_dn: 0.338629 loss_bbox_dn: 0.109351 loss_giou_dn: 0.366333 loss_class_aux_dn: 1.849721 loss_bbox_aux_dn: 0.666190 loss_giou_aux_dn: 2.121038 loss: 14.915443 eta: 35 days, 13:22:54 batch_cost: 0.8384 data_cost: 0.0036 ips: 9.5417 images/s [07/25 14:31:04] ppdet.engine INFO: Epoch: [8] [45800/54024] learning_rate: 0.000100 loss_class: 0.717301 loss_bbox: 0.114960 loss_giou: 0.496557 loss_class_aux: 4.507641 loss_bbox_aux: 0.769613 loss_giou_aux: 3.095240 loss_class_dn: 0.374071 loss_bbox_dn: 0.106332 loss_giou_dn: 0.381011 loss_class_aux_dn: 2.029310 loss_bbox_aux_dn: 0.661587 loss_giou_aux_dn: 2.185456 loss: 16.147636 eta: 35 days, 13:31:52 batch_cost: 0.9848 data_cost: 0.0006 ips: 8.1239 images/s [07/25 14:32:32] ppdet.engine INFO: Epoch: [8] [45900/54024] learning_rate: 0.000100 loss_class: 0.732593 loss_bbox: 0.116763 loss_giou: 0.520463 loss_class_aux: 4.568733 loss_bbox_aux: 0.758656 loss_giou_aux: 3.322229 loss_class_dn: 0.368634 loss_bbox_dn: 0.106615 loss_giou_dn: 0.399357 loss_class_aux_dn: 1.962532 loss_bbox_aux_dn: 0.637669 loss_giou_aux_dn: 2.256368 loss: 16.112022 eta: 35 days, 13:22:14 batch_cost: 0.8350 data_cost: 0.0121 ips: 9.5806 images/s [07/25 14:33:58] ppdet.engine INFO: Epoch: [8] [46000/54024] learning_rate: 0.000100 loss_class: 0.698823 loss_bbox: 0.115624 loss_giou: 0.501829 loss_class_aux: 4.316742 loss_bbox_aux: 0.749498 loss_giou_aux: 3.184156 loss_class_dn: 0.360711 loss_bbox_dn: 0.105663 loss_giou_dn: 0.381967 loss_class_aux_dn: 1.922869 loss_bbox_aux_dn: 0.640976 loss_giou_aux_dn: 2.160954 loss: 15.406335 eta: 35 days, 13:09:43 batch_cost: 0.8113 data_cost: 0.0189 ips: 9.8603 images/s [07/25 14:35:25] ppdet.engine INFO: Epoch: [8] [46100/54024] learning_rate: 0.000100 loss_class: 0.654413 loss_bbox: 0.104342 loss_giou: 0.474118 loss_class_aux: 4.110690 loss_bbox_aux: 0.676672 loss_giou_aux: 2.977906 loss_class_dn: 0.341897 loss_bbox_dn: 0.094099 loss_giou_dn: 0.364141 loss_class_aux_dn: 1.832913 loss_bbox_aux_dn: 0.584111 loss_giou_aux_dn: 2.031162 loss: 14.479789 eta: 35 days, 12:58:12 batch_cost: 0.8191 data_cost: 0.0006 ips: 9.7668 images/s [07/25 14:36:54] ppdet.engine INFO: Epoch: [8] [46200/54024] learning_rate: 0.000100 loss_class: 0.694399 loss_bbox: 0.111543 loss_giou: 0.434906 loss_class_aux: 4.328058 loss_bbox_aux: 0.748054 loss_giou_aux: 2.737691 loss_class_dn: 0.322778 loss_bbox_dn: 0.102819 loss_giou_dn: 0.325081 loss_class_aux_dn: 1.790764 loss_bbox_aux_dn: 0.648879 loss_giou_aux_dn: 1.881232 loss: 14.121789 eta: 35 days, 12:49:25 batch_cost: 0.8410 data_cost: 0.0572 ips: 9.5129 images/s [07/25 14:38:23] ppdet.engine INFO: Epoch: [8] [46300/54024] learning_rate: 0.000100 loss_class: 0.724603 loss_bbox: 0.110769 loss_giou: 0.511018 loss_class_aux: 4.496670 loss_bbox_aux: 0.724143 loss_giou_aux: 3.208719 loss_class_dn: 0.353973 loss_bbox_dn: 0.100119 loss_giou_dn: 0.390197 loss_class_aux_dn: 1.920385 loss_bbox_aux_dn: 0.619702 loss_giou_aux_dn: 2.259824 loss: 15.614452 eta: 35 days, 12:41:08 batch_cost: 0.8448 data_cost: 0.0006 ips: 9.4702 images/s [07/25 14:39:44] ppdet.engine INFO: Epoch: [8] [46400/54024] learning_rate: 0.000100 loss_class: 0.719096 loss_bbox: 0.118076 loss_giou: 0.518685 loss_class_aux: 4.541389 loss_bbox_aux: 0.750640 loss_giou_aux: 3.211371 loss_class_dn: 0.362018 loss_bbox_dn: 0.099972 loss_giou_dn: 0.391098 loss_class_aux_dn: 1.959864 loss_bbox_aux_dn: 0.627320 loss_giou_aux_dn: 2.254319 loss: 15.969703 eta: 35 days, 12:23:11 batch_cost: 0.7656 data_cost: 0.0032 ips: 10.4489 images/s [07/25 14:41:09] ppdet.engine INFO: Epoch: [8] [46500/54024] learning_rate: 0.000100 loss_class: 0.728697 loss_bbox: 0.111048 loss_giou: 0.563935 loss_class_aux: 4.440711 loss_bbox_aux: 0.721502 loss_giou_aux: 3.517831 loss_class_dn: 0.363861 loss_bbox_dn: 0.100705 loss_giou_dn: 0.414802 loss_class_aux_dn: 1.956515 loss_bbox_aux_dn: 0.599574 loss_giou_aux_dn: 2.332397 loss: 15.976491 eta: 35 days, 12:11:15 batch_cost: 0.8143 data_cost: 0.0006 ips: 9.8248 images/s [07/25 14:42:41] ppdet.engine INFO: Epoch: [8] [46600/54024] learning_rate: 0.000100 loss_class: 0.668532 loss_bbox: 0.109019 loss_giou: 0.489599 loss_class_aux: 4.221059 loss_bbox_aux: 0.708242 loss_giou_aux: 3.107482 loss_class_dn: 0.341540 loss_bbox_dn: 0.099167 loss_giou_dn: 0.368486 loss_class_aux_dn: 1.874228 loss_bbox_aux_dn: 0.620602 loss_giou_aux_dn: 2.110539 loss: 15.156567 eta: 35 days, 12:06:06 batch_cost: 0.8694 data_cost: 0.0172 ips: 9.2016 images/s [07/25 14:44:11] ppdet.engine INFO: Epoch: [8] [46700/54024] learning_rate: 0.000100 loss_class: 0.699030 loss_bbox: 0.112657 loss_giou: 0.526041 loss_class_aux: 4.431643 loss_bbox_aux: 0.748047 loss_giou_aux: 3.311440 loss_class_dn: 0.352294 loss_bbox_dn: 0.107138 loss_giou_dn: 0.399314 loss_class_aux_dn: 1.898724 loss_bbox_aux_dn: 0.665728 loss_giou_aux_dn: 2.297459 loss: 15.236435 eta: 35 days, 12:00:01 batch_cost: 0.8617 data_cost: 0.0244 ips: 9.2843 images/s [07/25 14:45:45] ppdet.engine INFO: Epoch: [8] [46800/54024] learning_rate: 0.000100 loss_class: 0.678701 loss_bbox: 0.107216 loss_giou: 0.474095 loss_class_aux: 4.227885 loss_bbox_aux: 0.701908 loss_giou_aux: 2.957677 loss_class_dn: 0.335299 loss_bbox_dn: 0.097580 loss_giou_dn: 0.359386 loss_class_aux_dn: 1.813468 loss_bbox_aux_dn: 0.624428 loss_giou_aux_dn: 2.044918 loss: 14.823078 eta: 35 days, 11:58:16 batch_cost: 0.8972 data_cost: 0.0696 ips: 8.9171 images/s [07/25 14:47:11] ppdet.engine INFO: Epoch: [8] [46900/54024] learning_rate: 0.000100 loss_class: 0.708480 loss_bbox: 0.113547 loss_giou: 0.500267 loss_class_aux: 4.451449 loss_bbox_aux: 0.750223 loss_giou_aux: 3.042459 loss_class_dn: 0.341500 loss_bbox_dn: 0.114908 loss_giou_dn: 0.379209 loss_class_aux_dn: 1.872756 loss_bbox_aux_dn: 0.696558 loss_giou_aux_dn: 2.150716 loss: 14.748327 eta: 35 days, 11:46:28 batch_cost: 0.8142 data_cost: 0.0126 ips: 9.8255 images/s [07/25 14:48:47] ppdet.engine INFO: Epoch: [8] [47000/54024] learning_rate: 0.000100 loss_class: 0.701787 loss_bbox: 0.109678 loss_giou: 0.494483 loss_class_aux: 4.370957 loss_bbox_aux: 0.713921 loss_giou_aux: 3.126493 loss_class_dn: 0.342186 loss_bbox_dn: 0.100015 loss_giou_dn: 0.362556 loss_class_aux_dn: 1.834856 loss_bbox_aux_dn: 0.617596 loss_giou_aux_dn: 2.114020 loss: 15.148190 eta: 35 days, 11:45:55 batch_cost: 0.9069 data_cost: 0.0147 ips: 8.8210 images/s [07/25 14:50:12] ppdet.engine INFO: Epoch: [8] [47100/54024] learning_rate: 0.000100 loss_class: 0.662097 loss_bbox: 0.109246 loss_giou: 0.505583 loss_class_aux: 4.151390 loss_bbox_aux: 0.704842 loss_giou_aux: 3.154243 loss_class_dn: 0.335742 loss_bbox_dn: 0.101820 loss_giou_dn: 0.367018 loss_class_aux_dn: 1.801613 loss_bbox_aux_dn: 0.627896 loss_giou_aux_dn: 2.062882 loss: 14.303793 eta: 35 days, 11:33:48 batch_cost: 0.8112 data_cost: 0.0120 ips: 9.8621 images/s [07/25 14:51:40] ppdet.engine INFO: Epoch: [8] [47200/54024] learning_rate: 0.000100 loss_class: 0.698672 loss_bbox: 0.114955 loss_giou: 0.524582 loss_class_aux: 4.350648 loss_bbox_aux: 0.720454 loss_giou_aux: 3.225225 loss_class_dn: 0.355542 loss_bbox_dn: 0.098302 loss_giou_dn: 0.389449 loss_class_aux_dn: 1.934243 loss_bbox_aux_dn: 0.612406 loss_giou_aux_dn: 2.244005 loss: 15.391315 eta: 35 days, 11:23:45 batch_cost: 0.8278 data_cost: 0.0196 ips: 9.6638 images/s [07/25 14:53:19] ppdet.engine INFO: Epoch: [8] [47300/54024] learning_rate: 0.000100 loss_class: 0.648049 loss_bbox: 0.108069 loss_giou: 0.483443 loss_class_aux: 4.113565 loss_bbox_aux: 0.707144 loss_giou_aux: 2.996873 loss_class_dn: 0.337583 loss_bbox_dn: 0.107213 loss_giou_dn: 0.355035 loss_class_aux_dn: 1.807391 loss_bbox_aux_dn: 0.651628 loss_giou_aux_dn: 2.034042 loss: 14.421361 eta: 35 days, 11:28:10 batch_cost: 0.9480 data_cost: 0.0128 ips: 8.4391 images/s [07/25 14:55:02] ppdet.engine INFO: Epoch: [8] [47400/54024] learning_rate: 0.000100 loss_class: 0.722849 loss_bbox: 0.109452 loss_giou: 0.516842 loss_class_aux: 4.502238 loss_bbox_aux: 0.754474 loss_giou_aux: 3.257712 loss_class_dn: 0.353089 loss_bbox_dn: 0.106067 loss_giou_dn: 0.393492 loss_class_aux_dn: 1.881995 loss_bbox_aux_dn: 0.659990 loss_giou_aux_dn: 2.226430 loss: 15.623140 eta: 35 days, 11:35:49 batch_cost: 0.9751 data_cost: 0.1960 ips: 8.2045 images/s [07/25 14:56:29] ppdet.engine INFO: Epoch: [8] [47500/54024] learning_rate: 0.000100 loss_class: 0.662188 loss_bbox: 0.109892 loss_giou: 0.491028 loss_class_aux: 4.149648 loss_bbox_aux: 0.717275 loss_giou_aux: 3.063470 loss_class_dn: 0.334128 loss_bbox_dn: 0.105819 loss_giou_dn: 0.372484 loss_class_aux_dn: 1.796355 loss_bbox_aux_dn: 0.648524 loss_giou_aux_dn: 2.103493 loss: 14.686458 eta: 35 days, 11:26:19 batch_cost: 0.8322 data_cost: 0.0327 ips: 9.6136 images/s [07/25 14:57:59] ppdet.engine INFO: Epoch: [8] [47600/54024] learning_rate: 0.000100 loss_class: 0.655713 loss_bbox: 0.112727 loss_giou: 0.507182 loss_class_aux: 4.085278 loss_bbox_aux: 0.732333 loss_giou_aux: 3.162759 loss_class_dn: 0.336751 loss_bbox_dn: 0.099274 loss_giou_dn: 0.382853 loss_class_aux_dn: 1.816244 loss_bbox_aux_dn: 0.642845 loss_giou_aux_dn: 2.189485 loss: 14.800736 eta: 35 days, 11:18:22 batch_cost: 0.8448 data_cost: 0.0010 ips: 9.4693 images/s [07/25 14:59:24] ppdet.engine INFO: Epoch: [8] [47700/54024] learning_rate: 0.000100 loss_class: 0.667188 loss_bbox: 0.106311 loss_giou: 0.501495 loss_class_aux: 4.112012 loss_bbox_aux: 0.710289 loss_giou_aux: 3.129393 loss_class_dn: 0.335092 loss_bbox_dn: 0.096163 loss_giou_dn: 0.386111 loss_class_aux_dn: 1.808533 loss_bbox_aux_dn: 0.588672 loss_giou_aux_dn: 2.145366 loss: 14.943348 eta: 35 days, 11:06:23 batch_cost: 0.8108 data_cost: 0.0104 ips: 9.8663 images/s [07/25 15:00:57] ppdet.engine INFO: Epoch: [8] [47800/54024] learning_rate: 0.000100 loss_class: 0.725324 loss_bbox: 0.115155 loss_giou: 0.570778 loss_class_aux: 4.413322 loss_bbox_aux: 0.743507 loss_giou_aux: 3.572439 loss_class_dn: 0.370407 loss_bbox_dn: 0.100477 loss_giou_dn: 0.431387 loss_class_aux_dn: 1.966580 loss_bbox_aux_dn: 0.646011 loss_giou_aux_dn: 2.458849 loss: 16.164980 eta: 35 days, 11:03:26 batch_cost: 0.8863 data_cost: 0.0012 ips: 9.0265 images/s [07/25 15:02:26] ppdet.engine INFO: Epoch: [8] [47900/54024] learning_rate: 0.000100 loss_class: 0.703628 loss_bbox: 0.112038 loss_giou: 0.537728 loss_class_aux: 4.339365 loss_bbox_aux: 0.738167 loss_giou_aux: 3.323075 loss_class_dn: 0.343631 loss_bbox_dn: 0.104898 loss_giou_dn: 0.391623 loss_class_aux_dn: 1.860887 loss_bbox_aux_dn: 0.644759 loss_giou_aux_dn: 2.249637 loss: 15.075789 eta: 35 days, 10:56:04 batch_cost: 0.8492 data_cost: 0.0006 ips: 9.4211 images/s [07/25 15:04:06] ppdet.engine INFO: Epoch: [8] [48000/54024] learning_rate: 0.000100 loss_class: 0.670849 loss_bbox: 0.109801 loss_giou: 0.484545 loss_class_aux: 4.246969 loss_bbox_aux: 0.716288 loss_giou_aux: 3.030075 loss_class_dn: 0.338820 loss_bbox_dn: 0.097048 loss_giou_dn: 0.366113 loss_class_aux_dn: 1.808140 loss_bbox_aux_dn: 0.598197 loss_giou_aux_dn: 2.099942 loss: 14.649032 eta: 35 days, 11:01:08 batch_cost: 0.9539 data_cost: 0.0420 ips: 8.3868 images/s [07/25 15:05:30] ppdet.engine INFO: Epoch: [8] [48100/54024] learning_rate: 0.000100 loss_class: 0.723788 loss_bbox: 0.112010 loss_giou: 0.533055 loss_class_aux: 4.437983 loss_bbox_aux: 0.749149 loss_giou_aux: 3.344654 loss_class_dn: 0.360918 loss_bbox_dn: 0.108009 loss_giou_dn: 0.403539 loss_class_aux_dn: 1.973169 loss_bbox_aux_dn: 0.665081 loss_giou_aux_dn: 2.267892 loss: 15.752967 eta: 35 days, 10:47:05 batch_cost: 0.7922 data_cost: 0.0092 ips: 10.0982 images/s [07/25 15:06:57] ppdet.engine INFO: Epoch: [8] [48200/54024] learning_rate: 0.000100 loss_class: 0.689254 loss_bbox: 0.107001 loss_giou: 0.479091 loss_class_aux: 4.252618 loss_bbox_aux: 0.702049 loss_giou_aux: 2.967644 loss_class_dn: 0.344952 loss_bbox_dn: 0.095073 loss_giou_dn: 0.363969 loss_class_aux_dn: 1.892390 loss_bbox_aux_dn: 0.588474 loss_giou_aux_dn: 2.084886 loss: 14.980225 eta: 35 days, 10:36:51 batch_cost: 0.8242 data_cost: 0.0006 ips: 9.7059 images/s [07/25 15:08:21] ppdet.engine INFO: Epoch: [8] [48300/54024] learning_rate: 0.000100 loss_class: 0.683537 loss_bbox: 0.118775 loss_giou: 0.499289 loss_class_aux: 4.205143 loss_bbox_aux: 0.767431 loss_giou_aux: 3.149255 loss_class_dn: 0.337061 loss_bbox_dn: 0.104085 loss_giou_dn: 0.370669 loss_class_aux_dn: 1.816936 loss_bbox_aux_dn: 0.645460 loss_giou_aux_dn: 2.098959 loss: 14.952747 eta: 35 days, 10:23:53 batch_cost: 0.8007 data_cost: 0.0264 ips: 9.9914 images/s [07/25 15:09:53] ppdet.engine INFO: Epoch: [8] [48400/54024] learning_rate: 0.000100 loss_class: 0.693812 loss_bbox: 0.114429 loss_giou: 0.488611 loss_class_aux: 4.304115 loss_bbox_aux: 0.740145 loss_giou_aux: 3.088228 loss_class_dn: 0.350512 loss_bbox_dn: 0.103841 loss_giou_dn: 0.376781 loss_class_aux_dn: 1.891855 loss_bbox_aux_dn: 0.643681 loss_giou_aux_dn: 2.156376 loss: 15.281343 eta: 35 days, 10:18:40 batch_cost: 0.8663 data_cost: 0.0006 ips: 9.2351 images/s [07/25 15:11:30] ppdet.engine INFO: Epoch: [8] [48500/54024] learning_rate: 0.000100 loss_class: 0.700771 loss_bbox: 0.115237 loss_giou: 0.519121 loss_class_aux: 4.390484 loss_bbox_aux: 0.771719 loss_giou_aux: 3.280610 loss_class_dn: 0.356868 loss_bbox_dn: 0.103099 loss_giou_dn: 0.391709 loss_class_aux_dn: 1.938151 loss_bbox_aux_dn: 0.645898 loss_giou_aux_dn: 2.246373 loss: 15.951119 eta: 35 days, 10:20:21 batch_cost: 0.9252 data_cost: 0.0006 ips: 8.6470 images/s [07/25 15:12:59] ppdet.engine INFO: Epoch: [8] [48600/54024] learning_rate: 0.000100 loss_class: 0.703132 loss_bbox: 0.112929 loss_giou: 0.496613 loss_class_aux: 4.390353 loss_bbox_aux: 0.731899 loss_giou_aux: 3.056356 loss_class_dn: 0.349904 loss_bbox_dn: 0.107562 loss_giou_dn: 0.374153 loss_class_aux_dn: 1.883810 loss_bbox_aux_dn: 0.647416 loss_giou_aux_dn: 2.170177 loss: 14.759207 eta: 35 days, 10:12:58 batch_cost: 0.8475 data_cost: 0.0794 ips: 9.4395 images/s [07/25 15:14:27] ppdet.engine INFO: Epoch: [8] [48700/54024] learning_rate: 0.000100 loss_class: 0.684794 loss_bbox: 0.116694 loss_giou: 0.454955 loss_class_aux: 4.210241 loss_bbox_aux: 0.745892 loss_giou_aux: 2.844343 loss_class_dn: 0.333049 loss_bbox_dn: 0.104698 loss_giou_dn: 0.356332 loss_class_aux_dn: 1.799685 loss_bbox_aux_dn: 0.645641 loss_giou_aux_dn: 2.080140 loss: 14.650337 eta: 35 days, 10:04:45 batch_cost: 0.8403 data_cost: 0.0093 ips: 9.5207 images/s [07/25 15:15:55] ppdet.engine INFO: Epoch: [8] [48800/54024] learning_rate: 0.000100 loss_class: 0.714811 loss_bbox: 0.115516 loss_giou: 0.523855 loss_class_aux: 4.437622 loss_bbox_aux: 0.766562 loss_giou_aux: 3.198736 loss_class_dn: 0.357751 loss_bbox_dn: 0.109000 loss_giou_dn: 0.389568 loss_class_aux_dn: 1.913590 loss_bbox_aux_dn: 0.657607 loss_giou_aux_dn: 2.181929 loss: 15.499978 eta: 35 days, 9:55:12 batch_cost: 0.8286 data_cost: 0.0513 ips: 9.6543 images/s [07/25 15:17:22] ppdet.engine INFO: Epoch: [8] [48900/54024] learning_rate: 0.000100 loss_class: 0.672352 loss_bbox: 0.111011 loss_giou: 0.488766 loss_class_aux: 4.247902 loss_bbox_aux: 0.735957 loss_giou_aux: 3.059322 loss_class_dn: 0.343565 loss_bbox_dn: 0.103692 loss_giou_dn: 0.373674 loss_class_aux_dn: 1.858627 loss_bbox_aux_dn: 0.641276 loss_giou_aux_dn: 2.109215 loss: 14.609439 eta: 35 days, 9:45:48 batch_cost: 0.8296 data_cost: 0.0006 ips: 9.6435 images/s [07/25 15:18:51] ppdet.engine INFO: Epoch: [8] [49000/54024] learning_rate: 0.000100 loss_class: 0.736363 loss_bbox: 0.112970 loss_giou: 0.499784 loss_class_aux: 4.643633 loss_bbox_aux: 0.730753 loss_giou_aux: 3.170515 loss_class_dn: 0.363718 loss_bbox_dn: 0.112722 loss_giou_dn: 0.382750 loss_class_aux_dn: 1.964154 loss_bbox_aux_dn: 0.688638 loss_giou_aux_dn: 2.210089 loss: 16.128165 eta: 35 days, 9:38:06 batch_cost: 0.8439 data_cost: 0.0006 ips: 9.4799 images/s [07/25 15:20:31] ppdet.engine INFO: Epoch: [8] [49100/54024] learning_rate: 0.000100 loss_class: 0.741151 loss_bbox: 0.127354 loss_giou: 0.520714 loss_class_aux: 4.751022 loss_bbox_aux: 0.835101 loss_giou_aux: 3.265595 loss_class_dn: 0.370188 loss_bbox_dn: 0.114130 loss_giou_dn: 0.391948 loss_class_aux_dn: 2.015499 loss_bbox_aux_dn: 0.724280 loss_giou_aux_dn: 2.272015 loss: 15.939074 eta: 35 days, 9:43:08 batch_cost: 0.9538 data_cost: 0.0567 ips: 8.3876 images/s [07/25 15:21:52] ppdet.engine INFO: Epoch: [8] [49200/54024] learning_rate: 0.000100 loss_class: 0.709904 loss_bbox: 0.119565 loss_giou: 0.492321 loss_class_aux: 4.415534 loss_bbox_aux: 0.784559 loss_giou_aux: 3.068038 loss_class_dn: 0.353519 loss_bbox_dn: 0.117028 loss_giou_dn: 0.395323 loss_class_aux_dn: 1.921969 loss_bbox_aux_dn: 0.718797 loss_giou_aux_dn: 2.231584 loss: 15.292989 eta: 35 days, 9:26:11 batch_cost: 0.7637 data_cost: 0.0006 ips: 10.4757 images/s [07/25 15:23:19] ppdet.engine INFO: Epoch: [8] [49300/54024] learning_rate: 0.000100 loss_class: 0.680043 loss_bbox: 0.114029 loss_giou: 0.510296 loss_class_aux: 4.181506 loss_bbox_aux: 0.709386 loss_giou_aux: 3.200447 loss_class_dn: 0.347084 loss_bbox_dn: 0.098445 loss_giou_dn: 0.361127 loss_class_aux_dn: 1.870980 loss_bbox_aux_dn: 0.597082 loss_giou_aux_dn: 2.057453 loss: 15.122034 eta: 35 days, 9:16:50 batch_cost: 0.8291 data_cost: 0.0151 ips: 9.6494 images/s [07/25 15:24:44] ppdet.engine INFO: Epoch: [8] [49400/54024] learning_rate: 0.000100 loss_class: 0.709873 loss_bbox: 0.112558 loss_giou: 0.480398 loss_class_aux: 4.423329 loss_bbox_aux: 0.719010 loss_giou_aux: 3.019586 loss_class_dn: 0.363008 loss_bbox_dn: 0.103547 loss_giou_dn: 0.383934 loss_class_aux_dn: 1.961966 loss_bbox_aux_dn: 0.664357 loss_giou_aux_dn: 2.211469 loss: 15.916389 eta: 35 days, 9:04:27 batch_cost: 0.8023 data_cost: 0.0396 ips: 9.9710 images/s [07/25 15:26:16] ppdet.engine INFO: Epoch: [8] [49500/54024] learning_rate: 0.000100 loss_class: 0.674026 loss_bbox: 0.106511 loss_giou: 0.460821 loss_class_aux: 4.132432 loss_bbox_aux: 0.696794 loss_giou_aux: 2.920197 loss_class_dn: 0.330147 loss_bbox_dn: 0.092295 loss_giou_dn: 0.370195 loss_class_aux_dn: 1.783075 loss_bbox_aux_dn: 0.590399 loss_giou_aux_dn: 2.107852 loss: 14.538317 eta: 35 days, 8:59:45 batch_cost: 0.8689 data_cost: 0.0061 ips: 9.2073 images/s [07/25 15:27:56] ppdet.engine INFO: Epoch: [8] [49600/54024] learning_rate: 0.000100 loss_class: 0.669404 loss_bbox: 0.108713 loss_giou: 0.481398 loss_class_aux: 4.171477 loss_bbox_aux: 0.708509 loss_giou_aux: 2.980861 loss_class_dn: 0.330333 loss_bbox_dn: 0.098500 loss_giou_dn: 0.354418 loss_class_aux_dn: 1.806203 loss_bbox_aux_dn: 0.621646 loss_giou_aux_dn: 2.029660 loss: 14.485494 eta: 35 days, 9:05:25 batch_cost: 0.9594 data_cost: 0.0446 ips: 8.3386 images/s [07/25 15:29:29] ppdet.engine INFO: Epoch: [8] [49700/54024] learning_rate: 0.000100 loss_class: 0.691381 loss_bbox: 0.107720 loss_giou: 0.487466 loss_class_aux: 4.289580 loss_bbox_aux: 0.688049 loss_giou_aux: 3.108764 loss_class_dn: 0.351092 loss_bbox_dn: 0.090246 loss_giou_dn: 0.382165 loss_class_aux_dn: 1.897625 loss_bbox_aux_dn: 0.577562 loss_giou_aux_dn: 2.168896 loss: 15.261801 eta: 35 days, 9:03:02 batch_cost: 0.8891 data_cost: 0.0246 ips: 8.9977 images/s [07/25 15:31:00] ppdet.engine INFO: Epoch: [8] [49800/54024] learning_rate: 0.000100 loss_class: 0.741023 loss_bbox: 0.125220 loss_giou: 0.564765 loss_class_aux: 4.677293 loss_bbox_aux: 0.808692 loss_giou_aux: 3.538267 loss_class_dn: 0.370847 loss_bbox_dn: 0.108943 loss_giou_dn: 0.421558 loss_class_aux_dn: 1.987081 loss_bbox_aux_dn: 0.690393 loss_giou_aux_dn: 2.473593 loss: 16.526332 eta: 35 days, 8:58:04 batch_cost: 0.8666 data_cost: 0.0446 ips: 9.2315 images/s [07/25 15:32:30] ppdet.engine INFO: Epoch: [8] [49900/54024] learning_rate: 0.000100 loss_class: 0.750914 loss_bbox: 0.122822 loss_giou: 0.537586 loss_class_aux: 4.736811 loss_bbox_aux: 0.812584 loss_giou_aux: 3.379038 loss_class_dn: 0.382932 loss_bbox_dn: 0.118123 loss_giou_dn: 0.425018 loss_class_aux_dn: 2.079453 loss_bbox_aux_dn: 0.716223 loss_giou_aux_dn: 2.421384 loss: 16.846351 eta: 35 days, 8:52:15 batch_cost: 0.8588 data_cost: 0.0006 ips: 9.3154 images/s [07/25 15:33:58] ppdet.engine INFO: Epoch: [8] [50000/54024] learning_rate: 0.000100 loss_class: 0.688010 loss_bbox: 0.111386 loss_giou: 0.494807 loss_class_aux: 4.239008 loss_bbox_aux: 0.745304 loss_giou_aux: 3.071150 loss_class_dn: 0.342586 loss_bbox_dn: 0.102515 loss_giou_dn: 0.368480 loss_class_aux_dn: 1.854208 loss_bbox_aux_dn: 0.618152 loss_giou_aux_dn: 2.111804 loss: 15.067527 eta: 35 days, 8:43:31 batch_cost: 0.8332 data_cost: 0.0718 ips: 9.6021 images/s [07/25 15:35:27] ppdet.engine INFO: Epoch: [8] [50100/54024] learning_rate: 0.000100 loss_class: 0.707675 loss_bbox: 0.108908 loss_giou: 0.470982 loss_class_aux: 4.284266 loss_bbox_aux: 0.705232 loss_giou_aux: 2.921546 loss_class_dn: 0.342597 loss_bbox_dn: 0.103961 loss_giou_dn: 0.377656 loss_class_aux_dn: 1.846270 loss_bbox_aux_dn: 0.634668 loss_giou_aux_dn: 2.124674 loss: 15.082473 eta: 35 days, 8:35:52 batch_cost: 0.8424 data_cost: 0.0804 ips: 9.4968 images/s [07/25 15:36:56] ppdet.engine INFO: Epoch: [8] [50200/54024] learning_rate: 0.000100 loss_class: 0.711064 loss_bbox: 0.117224 loss_giou: 0.491194 loss_class_aux: 4.401074 loss_bbox_aux: 0.755254 loss_giou_aux: 3.071045 loss_class_dn: 0.352078 loss_bbox_dn: 0.104331 loss_giou_dn: 0.375943 loss_class_aux_dn: 1.928233 loss_bbox_aux_dn: 0.647524 loss_giou_aux_dn: 2.132363 loss: 15.375000 eta: 35 days, 8:28:54 batch_cost: 0.8481 data_cost: 0.0377 ips: 9.4326 images/s [07/25 15:38:18] ppdet.engine INFO: Epoch: [8] [50300/54024] learning_rate: 0.000100 loss_class: 0.756374 loss_bbox: 0.125033 loss_giou: 0.560586 loss_class_aux: 4.633873 loss_bbox_aux: 0.805903 loss_giou_aux: 3.443601 loss_class_dn: 0.367715 loss_bbox_dn: 0.118785 loss_giou_dn: 0.430116 loss_class_aux_dn: 2.018553 loss_bbox_aux_dn: 0.735193 loss_giou_aux_dn: 2.444967 loss: 16.702307 eta: 35 days, 8:13:31 batch_cost: 0.7734 data_cost: 0.0113 ips: 10.3438 images/s [07/25 15:39:52] ppdet.engine INFO: Epoch: [8] [50400/54024] learning_rate: 0.000100 loss_class: 0.689481 loss_bbox: 0.121557 loss_giou: 0.486042 loss_class_aux: 4.268008 loss_bbox_aux: 0.782130 loss_giou_aux: 3.075640 loss_class_dn: 0.337008 loss_bbox_dn: 0.110243 loss_giou_dn: 0.382690 loss_class_aux_dn: 1.812405 loss_bbox_aux_dn: 0.682202 loss_giou_aux_dn: 2.164286 loss: 15.009427 eta: 35 days, 8:13:27 batch_cost: 0.9088 data_cost: 0.1199 ips: 8.8025 images/s [07/25 15:41:34] ppdet.engine INFO: Epoch: [8] [50500/54024] learning_rate: 0.000100 loss_class: 0.718109 loss_bbox: 0.118554 loss_giou: 0.495330 loss_class_aux: 4.425629 loss_bbox_aux: 0.762527 loss_giou_aux: 3.085983 loss_class_dn: 0.350163 loss_bbox_dn: 0.109261 loss_giou_dn: 0.382105 loss_class_aux_dn: 1.897786 loss_bbox_aux_dn: 0.683682 loss_giou_aux_dn: 2.228171 loss: 15.588538 eta: 35 days, 8:21:00 batch_cost: 0.9767 data_cost: 0.0320 ips: 8.1912 images/s [07/25 15:43:05] ppdet.engine INFO: Epoch: [8] [50600/54024] learning_rate: 0.000100 loss_class: 0.706686 loss_bbox: 0.116753 loss_giou: 0.514278 loss_class_aux: 4.340328 loss_bbox_aux: 0.762581 loss_giou_aux: 3.215512 loss_class_dn: 0.347541 loss_bbox_dn: 0.110004 loss_giou_dn: 0.380623 loss_class_aux_dn: 1.872539 loss_bbox_aux_dn: 0.681737 loss_giou_aux_dn: 2.183064 loss: 15.418794 eta: 35 days, 8:15:14 batch_cost: 0.8584 data_cost: 0.0642 ips: 9.3199 images/s [07/25 15:44:36] ppdet.engine INFO: Epoch: [8] [50700/54024] learning_rate: 0.000100 loss_class: 0.723544 loss_bbox: 0.120386 loss_giou: 0.575167 loss_class_aux: 4.518477 loss_bbox_aux: 0.768807 loss_giou_aux: 3.535555 loss_class_dn: 0.376317 loss_bbox_dn: 0.106284 loss_giou_dn: 0.418632 loss_class_aux_dn: 2.049360 loss_bbox_aux_dn: 0.646231 loss_giou_aux_dn: 2.370229 loss: 16.272710 eta: 35 days, 8:10:35 batch_cost: 0.8681 data_cost: 0.0006 ips: 9.2152 images/s [07/25 15:46:20] ppdet.engine INFO: Epoch: [8] [50800/54024] learning_rate: 0.000100 loss_class: 0.697937 loss_bbox: 0.118556 loss_giou: 0.517892 loss_class_aux: 4.369994 loss_bbox_aux: 0.774708 loss_giou_aux: 3.270164 loss_class_dn: 0.352727 loss_bbox_dn: 0.107032 loss_giou_dn: 0.386619 loss_class_aux_dn: 1.919075 loss_bbox_aux_dn: 0.671144 loss_giou_aux_dn: 2.192112 loss: 15.594534 eta: 35 days, 8:19:51 batch_cost: 0.9926 data_cost: 0.1734 ips: 8.0594 images/s [07/25 15:47:53] ppdet.engine INFO: Epoch: [8] [50900/54024] learning_rate: 0.000100 loss_class: 0.717948 loss_bbox: 0.120897 loss_giou: 0.540418 loss_class_aux: 4.469732 loss_bbox_aux: 0.777634 loss_giou_aux: 3.429749 loss_class_dn: 0.346911 loss_bbox_dn: 0.108974 loss_giou_dn: 0.411086 loss_class_aux_dn: 1.872102 loss_bbox_aux_dn: 0.683715 loss_giou_aux_dn: 2.330281 loss: 15.397345 eta: 35 days, 8:17:16 batch_cost: 0.8867 data_cost: 0.0083 ips: 9.0223 images/s [07/25 15:49:34] ppdet.engine INFO: Epoch: [8] [51000/54024] learning_rate: 0.000100 loss_class: 0.670071 loss_bbox: 0.110636 loss_giou: 0.456227 loss_class_aux: 4.154226 loss_bbox_aux: 0.701139 loss_giou_aux: 2.844415 loss_class_dn: 0.335877 loss_bbox_dn: 0.105791 loss_giou_dn: 0.362731 loss_class_aux_dn: 1.789055 loss_bbox_aux_dn: 0.645923 loss_giou_aux_dn: 2.097105 loss: 14.153466 eta: 35 days, 8:23:06 batch_cost: 0.9622 data_cost: 0.0009 ips: 8.3144 images/s [07/25 15:51:09] ppdet.engine INFO: Epoch: [8] [51100/54024] learning_rate: 0.000100 loss_class: 0.689597 loss_bbox: 0.106027 loss_giou: 0.503677 loss_class_aux: 4.276409 loss_bbox_aux: 0.710016 loss_giou_aux: 3.188870 loss_class_dn: 0.330745 loss_bbox_dn: 0.098236 loss_giou_dn: 0.379415 loss_class_aux_dn: 1.816577 loss_bbox_aux_dn: 0.616459 loss_giou_aux_dn: 2.118246 loss: 15.012440 eta: 35 days, 8:23:18 batch_cost: 0.9118 data_cost: 0.0167 ips: 8.7742 images/s [07/25 15:52:47] ppdet.engine INFO: Epoch: [8] [51200/54024] learning_rate: 0.000100 loss_class: 0.703890 loss_bbox: 0.115404 loss_giou: 0.534629 loss_class_aux: 4.382254 loss_bbox_aux: 0.750308 loss_giou_aux: 3.357802 loss_class_dn: 0.360178 loss_bbox_dn: 0.098391 loss_giou_dn: 0.402127 loss_class_aux_dn: 1.982943 loss_bbox_aux_dn: 0.610854 loss_giou_aux_dn: 2.278923 loss: 15.749201 eta: 35 days, 8:25:41 batch_cost: 0.9316 data_cost: 0.0305 ips: 8.5870 images/s [07/25 15:54:14] ppdet.engine INFO: Epoch: [8] [51300/54024] learning_rate: 0.000100 loss_class: 0.683552 loss_bbox: 0.111124 loss_giou: 0.494370 loss_class_aux: 4.220517 loss_bbox_aux: 0.702873 loss_giou_aux: 3.070461 loss_class_dn: 0.336237 loss_bbox_dn: 0.104799 loss_giou_dn: 0.381303 loss_class_aux_dn: 1.820087 loss_bbox_aux_dn: 0.637565 loss_giou_aux_dn: 2.166335 loss: 14.986582 eta: 35 days, 8:16:35 batch_cost: 0.8279 data_cost: 0.0166 ips: 9.6635 images/s [07/25 15:55:45] ppdet.engine INFO: Epoch: [8] [51400/54024] learning_rate: 0.000100 loss_class: 0.658995 loss_bbox: 0.101111 loss_giou: 0.465477 loss_class_aux: 4.100147 loss_bbox_aux: 0.666242 loss_giou_aux: 2.920006 loss_class_dn: 0.336807 loss_bbox_dn: 0.100837 loss_giou_dn: 0.375674 loss_class_aux_dn: 1.832532 loss_bbox_aux_dn: 0.632129 loss_giou_aux_dn: 2.095430 loss: 14.637323 eta: 35 days, 8:11:07 batch_cost: 0.8606 data_cost: 0.0006 ips: 9.2960 images/s [07/25 15:57:10] ppdet.engine INFO: Epoch: [8] [51500/54024] learning_rate: 0.000100 loss_class: 0.721581 loss_bbox: 0.112983 loss_giou: 0.506864 loss_class_aux: 4.497797 loss_bbox_aux: 0.730075 loss_giou_aux: 3.123277 loss_class_dn: 0.351054 loss_bbox_dn: 0.100871 loss_giou_dn: 0.385177 loss_class_aux_dn: 1.912469 loss_bbox_aux_dn: 0.622243 loss_giou_aux_dn: 2.197714 loss: 15.520109 eta: 35 days, 7:59:21 batch_cost: 0.8033 data_cost: 0.0022 ips: 9.9587 images/s [07/25 15:58:43] ppdet.engine INFO: Epoch: [8] [51600/54024] learning_rate: 0.000100 loss_class: 0.709874 loss_bbox: 0.109612 loss_giou: 0.477908 loss_class_aux: 4.516521 loss_bbox_aux: 0.720975 loss_giou_aux: 2.959996 loss_class_dn: 0.352053 loss_bbox_dn: 0.107883 loss_giou_dn: 0.372785 loss_class_aux_dn: 1.912241 loss_bbox_aux_dn: 0.680751 loss_giou_aux_dn: 2.125853 loss: 15.091666 eta: 35 days, 7:56:13 batch_cost: 0.8813 data_cost: 0.0006 ips: 9.0777 images/s [07/25 16:00:09] ppdet.engine INFO: Epoch: [8] [51700/54024] learning_rate: 0.000100 loss_class: 0.716079 loss_bbox: 0.106289 loss_giou: 0.479089 loss_class_aux: 4.396378 loss_bbox_aux: 0.704781 loss_giou_aux: 3.056031 loss_class_dn: 0.335467 loss_bbox_dn: 0.100305 loss_giou_dn: 0.387789 loss_class_aux_dn: 1.848285 loss_bbox_aux_dn: 0.621021 loss_giou_aux_dn: 2.182024 loss: 14.641433 eta: 35 days, 7:45:20 batch_cost: 0.8108 data_cost: 0.0007 ips: 9.8662 images/s [07/25 16:01:44] ppdet.engine INFO: Epoch: [8] [51800/54024] learning_rate: 0.000100 loss_class: 0.680287 loss_bbox: 0.108469 loss_giou: 0.511877 loss_class_aux: 4.194134 loss_bbox_aux: 0.703450 loss_giou_aux: 3.206479 loss_class_dn: 0.340950 loss_bbox_dn: 0.096635 loss_giou_dn: 0.383873 loss_class_aux_dn: 1.872846 loss_bbox_aux_dn: 0.582831 loss_giou_aux_dn: 2.160125 loss: 14.907244 eta: 35 days, 7:45:22 batch_cost: 0.9100 data_cost: 0.0006 ips: 8.7913 images/s [07/25 16:03:08] ppdet.engine INFO: Epoch: [8] [51900/54024] learning_rate: 0.000100 loss_class: 0.661272 loss_bbox: 0.114212 loss_giou: 0.457392 loss_class_aux: 4.121199 loss_bbox_aux: 0.726101 loss_giou_aux: 2.909033 loss_class_dn: 0.340647 loss_bbox_dn: 0.106545 loss_giou_dn: 0.343042 loss_class_aux_dn: 1.832600 loss_bbox_aux_dn: 0.654780 loss_giou_aux_dn: 1.982143 loss: 14.661226 eta: 35 days, 7:31:54 batch_cost: 0.7866 data_cost: 0.0007 ips: 10.1707 images/s [07/25 16:04:55] ppdet.engine INFO: Epoch: [8] [52000/54024] learning_rate: 0.000100 loss_class: 0.723927 loss_bbox: 0.123444 loss_giou: 0.505193 loss_class_aux: 4.500264 loss_bbox_aux: 0.821801 loss_giou_aux: 3.163998 loss_class_dn: 0.363729 loss_bbox_dn: 0.118395 loss_giou_dn: 0.373120 loss_class_aux_dn: 1.935466 loss_bbox_aux_dn: 0.718004 loss_giou_aux_dn: 2.138958 loss: 15.707556 eta: 35 days, 7:44:19 batch_cost: 1.0234 data_cost: 0.0008 ips: 7.8173 images/s [07/25 16:06:37] ppdet.engine INFO: Epoch: [8] [52100/54024] learning_rate: 0.000100 loss_class: 0.714150 loss_bbox: 0.107405 loss_giou: 0.479084 loss_class_aux: 4.447943 loss_bbox_aux: 0.723266 loss_giou_aux: 3.040597 loss_class_dn: 0.339081 loss_bbox_dn: 0.101723 loss_giou_dn: 0.379949 loss_class_aux_dn: 1.853739 loss_bbox_aux_dn: 0.622574 loss_giou_aux_dn: 2.136900 loss: 15.218229 eta: 35 days, 7:51:39 batch_cost: 0.9772 data_cost: 0.0006 ips: 8.1866 images/s [07/25 16:08:08] ppdet.engine INFO: Epoch: [8] [52200/54024] learning_rate: 0.000100 loss_class: 0.674605 loss_bbox: 0.107202 loss_giou: 0.479999 loss_class_aux: 4.205326 loss_bbox_aux: 0.698267 loss_giou_aux: 3.005494 loss_class_dn: 0.323638 loss_bbox_dn: 0.099307 loss_giou_dn: 0.363361 loss_class_aux_dn: 1.771216 loss_bbox_aux_dn: 0.603298 loss_giou_aux_dn: 2.062434 loss: 14.202787 eta: 35 days, 7:46:56 batch_cost: 0.8666 data_cost: 0.0178 ips: 9.2318 images/s [07/25 16:09:37] ppdet.engine INFO: Epoch: [8] [52300/54024] learning_rate: 0.000100 loss_class: 0.688823 loss_bbox: 0.115845 loss_giou: 0.525497 loss_class_aux: 4.362360 loss_bbox_aux: 0.743786 loss_giou_aux: 3.321717 loss_class_dn: 0.354895 loss_bbox_dn: 0.105753 loss_giou_dn: 0.396469 loss_class_aux_dn: 1.945187 loss_bbox_aux_dn: 0.635372 loss_giou_aux_dn: 2.265672 loss: 15.429067 eta: 35 days, 7:40:02 batch_cost: 0.8465 data_cost: 0.0040 ips: 9.4507 images/s [07/25 16:11:09] ppdet.engine INFO: Epoch: [8] [52400/54024] learning_rate: 0.000100 loss_class: 0.691468 loss_bbox: 0.109226 loss_giou: 0.495886 loss_class_aux: 4.276371 loss_bbox_aux: 0.695470 loss_giou_aux: 3.072022 loss_class_dn: 0.348933 loss_bbox_dn: 0.101634 loss_giou_dn: 0.391009 loss_class_aux_dn: 1.860328 loss_bbox_aux_dn: 0.615749 loss_giou_aux_dn: 2.218659 loss: 15.398905 eta: 35 days, 7:36:05 batch_cost: 0.8735 data_cost: 0.0011 ips: 9.1590 images/s [07/25 16:12:37] ppdet.engine INFO: Epoch: [8] [52500/54024] learning_rate: 0.000100 loss_class: 0.720518 loss_bbox: 0.112594 loss_giou: 0.500078 loss_class_aux: 4.427636 loss_bbox_aux: 0.715162 loss_giou_aux: 3.129850 loss_class_dn: 0.361771 loss_bbox_dn: 0.104857 loss_giou_dn: 0.377870 loss_class_aux_dn: 1.950451 loss_bbox_aux_dn: 0.658368 loss_giou_aux_dn: 2.124938 loss: 15.516258 eta: 35 days, 7:27:17 batch_cost: 0.8285 data_cost: 0.0006 ips: 9.6565 images/s [07/25 16:14:11] ppdet.engine INFO: Epoch: [8] [52600/54024] learning_rate: 0.000100 loss_class: 0.714819 loss_bbox: 0.128254 loss_giou: 0.565359 loss_class_aux: 4.485330 loss_bbox_aux: 0.819533 loss_giou_aux: 3.567635 loss_class_dn: 0.386244 loss_bbox_dn: 0.120401 loss_giou_dn: 0.430121 loss_class_aux_dn: 2.084797 loss_bbox_aux_dn: 0.703554 loss_giou_aux_dn: 2.458719 loss: 16.795376 eta: 35 days, 7:25:41 batch_cost: 0.8950 data_cost: 0.0006 ips: 8.9383 images/s [07/25 16:15:48] ppdet.engine INFO: Epoch: [8] [52700/54024] learning_rate: 0.000100 loss_class: 0.678709 loss_bbox: 0.108276 loss_giou: 0.428318 loss_class_aux: 4.202148 loss_bbox_aux: 0.708324 loss_giou_aux: 2.711545 loss_class_dn: 0.315699 loss_bbox_dn: 0.097462 loss_giou_dn: 0.336002 loss_class_aux_dn: 1.741013 loss_bbox_aux_dn: 0.607201 loss_giou_aux_dn: 1.899771 loss: 13.834517 eta: 35 days, 7:27:09 batch_cost: 0.9235 data_cost: 0.0010 ips: 8.6627 images/s [07/25 16:17:12] ppdet.engine INFO: Epoch: [8] [52800/54024] learning_rate: 0.000100 loss_class: 0.697892 loss_bbox: 0.114311 loss_giou: 0.518413 loss_class_aux: 4.356739 loss_bbox_aux: 0.731119 loss_giou_aux: 3.245000 loss_class_dn: 0.355635 loss_bbox_dn: 0.106464 loss_giou_dn: 0.380390 loss_class_aux_dn: 1.912874 loss_bbox_aux_dn: 0.646823 loss_giou_aux_dn: 2.221501 loss: 15.377774 eta: 35 days, 7:14:23 batch_cost: 0.7912 data_cost: 0.0006 ips: 10.1114 images/s [07/25 16:18:39] ppdet.engine INFO: Epoch: [8] [52900/54024] learning_rate: 0.000100 loss_class: 0.684074 loss_bbox: 0.113583 loss_giou: 0.516671 loss_class_aux: 4.272651 loss_bbox_aux: 0.745466 loss_giou_aux: 3.199159 loss_class_dn: 0.348938 loss_bbox_dn: 0.103180 loss_giou_dn: 0.388960 loss_class_aux_dn: 1.903172 loss_bbox_aux_dn: 0.656874 loss_giou_aux_dn: 2.234430 loss: 15.689153 eta: 35 days, 7:05:30 batch_cost: 0.8268 data_cost: 0.0009 ips: 9.6756 images/s [07/25 16:20:10] ppdet.engine INFO: Epoch: [8] [53000/54024] learning_rate: 0.000100 loss_class: 0.685965 loss_bbox: 0.113154 loss_giou: 0.500610 loss_class_aux: 4.289541 loss_bbox_aux: 0.752958 loss_giou_aux: 3.142393 loss_class_dn: 0.349513 loss_bbox_dn: 0.106827 loss_giou_dn: 0.385862 loss_class_aux_dn: 1.868853 loss_bbox_aux_dn: 0.659774 loss_giou_aux_dn: 2.201916 loss: 15.173788 eta: 35 days, 7:00:14 batch_cost: 0.8604 data_cost: 0.0449 ips: 9.2976 images/s [07/25 16:21:47] ppdet.engine INFO: Epoch: [8] [53100/54024] learning_rate: 0.000100 loss_class: 0.770707 loss_bbox: 0.111159 loss_giou: 0.534628 loss_class_aux: 4.776865 loss_bbox_aux: 0.726297 loss_giou_aux: 3.353911 loss_class_dn: 0.385016 loss_bbox_dn: 0.106535 loss_giou_dn: 0.404920 loss_class_aux_dn: 2.084530 loss_bbox_aux_dn: 0.647662 loss_giou_aux_dn: 2.276387 loss: 16.593733 eta: 35 days, 7:02:03 batch_cost: 0.9266 data_cost: 0.0557 ips: 8.6338 images/s [07/25 16:23:22] ppdet.engine INFO: Epoch: [8] [53200/54024] learning_rate: 0.000100 loss_class: 0.665354 loss_bbox: 0.099412 loss_giou: 0.424848 loss_class_aux: 4.126805 loss_bbox_aux: 0.673437 loss_giou_aux: 2.736255 loss_class_dn: 0.311949 loss_bbox_dn: 0.094095 loss_giou_dn: 0.344059 loss_class_aux_dn: 1.703323 loss_bbox_aux_dn: 0.593365 loss_giou_aux_dn: 1.942338 loss: 13.674667 eta: 35 days, 7:01:20 batch_cost: 0.9031 data_cost: 0.0395 ips: 8.8583 images/s [07/25 16:24:56] ppdet.engine INFO: Epoch: [8] [53300/54024] learning_rate: 0.000100 loss_class: 0.687806 loss_bbox: 0.114067 loss_giou: 0.504083 loss_class_aux: 4.264143 loss_bbox_aux: 0.739812 loss_giou_aux: 3.174516 loss_class_dn: 0.346566 loss_bbox_dn: 0.101035 loss_giou_dn: 0.386203 loss_class_aux_dn: 1.865903 loss_bbox_aux_dn: 0.606002 loss_giou_aux_dn: 2.215248 loss: 15.468970 eta: 35 days, 7:00:38 batch_cost: 0.9031 data_cost: 0.0822 ips: 8.8582 images/s [07/25 16:26:29] ppdet.engine INFO: Epoch: [8] [53400/54024] learning_rate: 0.000100 loss_class: 0.641896 loss_bbox: 0.113443 loss_giou: 0.457943 loss_class_aux: 3.985380 loss_bbox_aux: 0.733206 loss_giou_aux: 2.932915 loss_class_dn: 0.324030 loss_bbox_dn: 0.100474 loss_giou_dn: 0.347441 loss_class_aux_dn: 1.735926 loss_bbox_aux_dn: 0.629345 loss_giou_aux_dn: 1.960629 loss: 14.213679 eta: 35 days, 6:56:47 batch_cost: 0.8735 data_cost: 0.0483 ips: 9.1584 images/s [07/25 16:28:13] ppdet.engine INFO: Epoch: [8] [53500/54024] learning_rate: 0.000100 loss_class: 0.665258 loss_bbox: 0.111993 loss_giou: 0.505608 loss_class_aux: 4.171735 loss_bbox_aux: 0.725967 loss_giou_aux: 3.133631 loss_class_dn: 0.353942 loss_bbox_dn: 0.099587 loss_giou_dn: 0.364985 loss_class_aux_dn: 1.874685 loss_bbox_aux_dn: 0.603153 loss_giou_aux_dn: 2.091376 loss: 15.057542 eta: 35 days, 7:06:23 batch_cost: 1.0002 data_cost: 0.0006 ips: 7.9981 images/s [07/25 16:29:42] ppdet.engine INFO: Epoch: [8] [53600/54024] learning_rate: 0.000100 loss_class: 0.718495 loss_bbox: 0.107922 loss_giou: 0.476000 loss_class_aux: 4.526087 loss_bbox_aux: 0.737611 loss_giou_aux: 2.969224 loss_class_dn: 0.351074 loss_bbox_dn: 0.102826 loss_giou_dn: 0.370799 loss_class_aux_dn: 1.900892 loss_bbox_aux_dn: 0.660916 loss_giou_aux_dn: 2.151549 loss: 15.282801 eta: 35 days, 6:59:11 batch_cost: 0.8420 data_cost: 0.0113 ips: 9.5009 images/s [07/25 16:31:14] ppdet.engine INFO: Epoch: [8] [53700/54024] learning_rate: 0.000100 loss_class: 0.669383 loss_bbox: 0.109955 loss_giou: 0.480958 loss_class_aux: 4.225357 loss_bbox_aux: 0.732440 loss_giou_aux: 2.974999 loss_class_dn: 0.341667 loss_bbox_dn: 0.106292 loss_giou_dn: 0.379288 loss_class_aux_dn: 1.808530 loss_bbox_aux_dn: 0.651107 loss_giou_aux_dn: 2.147783 loss: 15.079196 eta: 35 days, 6:54:51 batch_cost: 0.8689 data_cost: 0.0722 ips: 9.2070 images/s [07/25 16:32:44] ppdet.engine INFO: Epoch: [8] [53800/54024] learning_rate: 0.000100 loss_class: 0.658199 loss_bbox: 0.101049 loss_giou: 0.488760 loss_class_aux: 4.112663 loss_bbox_aux: 0.681783 loss_giou_aux: 3.022704 loss_class_dn: 0.339118 loss_bbox_dn: 0.097615 loss_giou_dn: 0.394825 loss_class_aux_dn: 1.808352 loss_bbox_aux_dn: 0.599973 loss_giou_aux_dn: 2.216166 loss: 14.923229 eta: 35 days, 6:48:55 batch_cost: 0.8535 data_cost: 0.0383 ips: 9.3727 images/s [07/25 16:34:15] ppdet.engine INFO: Epoch: [8] [53900/54024] learning_rate: 0.000100 loss_class: 0.718994 loss_bbox: 0.106295 loss_giou: 0.498046 loss_class_aux: 4.349810 loss_bbox_aux: 0.703600 loss_giou_aux: 3.112634 loss_class_dn: 0.358867 loss_bbox_dn: 0.102700 loss_giou_dn: 0.389752 loss_class_aux_dn: 1.934324 loss_bbox_aux_dn: 0.633444 loss_giou_aux_dn: 2.213269 loss: 15.539389 eta: 35 days, 6:44:52 batch_cost: 0.8714 data_cost: 0.0357 ips: 9.1808 images/s [07/25 16:35:41] ppdet.engine INFO: Epoch: [8] [54000/54024] learning_rate: 0.000100 loss_class: 0.651820 loss_bbox: 0.110082 loss_giou: 0.484261 loss_class_aux: 4.033337 loss_bbox_aux: 0.711082 loss_giou_aux: 3.065870 loss_class_dn: 0.341788 loss_bbox_dn: 0.102547 loss_giou_dn: 0.372774 loss_class_aux_dn: 1.851763 loss_bbox_aux_dn: 0.620978 loss_giou_aux_dn: 2.208943 loss: 15.345370 eta: 35 days, 6:33:58 batch_cost: 0.8060 data_cost: 0.0010 ips: 9.9252 images/s loading annotations into memory... Done (t=6.24s) creating index... index created! [07/25 16:36:15] ppdet.data.source.coco WARNING: Found an invalid bbox in annotations: im_id: 549169, area: 0.0 x1: 742.3126221, y1: 8.545593250000001, x2: 742.3126221, y2: 11.2289734. [07/25 16:36:27] ppdet.data.source.coco INFO: Load [80000 samples valid, 0 samples invalid] in file /paddle/workspace/dataset/obj365/annotations/zhiyuan_objv2_val.json. loading annotations into memory... Done (t=9.80s) creating index... index created! 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Done (t=25.03s) creating index... index created! [07/25 17:17:48] ppdet.metrics.coco_utils INFO: Start evaluate... Loading and preparing results... DONE (t=219.01s) creating index... index created! Running per image evaluation... Evaluate annotation type *bbox* DONE (t=2871.15s). Accumulating evaluation results... /paddle/anaconda3/lib/python3.8/site-packages/pycocotools/cocoeval.py:378: DeprecationWarning: `np.float` is a deprecated alias for the builtin `float`. To silence this warning, use `float` by itself. Doing this will not modify any behavior and is safe. If you specifically wanted the numpy scalar type, use `np.float64` here. Deprecated in NumPy 1.20; for more details and guidance: https://numpy.org/devdocs/release/1.20.0-notes.html#deprecations tp_sum = np.cumsum(tps, axis=1).astype(dtype=np.float) /paddle/anaconda3/lib/python3.8/site-packages/pycocotools/cocoeval.py:379: DeprecationWarning: `np.float` is a deprecated alias for the builtin `float`. To silence this warning, use `float` by itself. Doing this will not modify any behavior and is safe. If you specifically wanted the numpy scalar type, use `np.float64` here. Deprecated in NumPy 1.20; for more details and guidance: https://numpy.org/devdocs/release/1.20.0-notes.html#deprecations fp_sum = np.cumsum(fps, axis=1).astype(dtype=np.float) DONE (t=736.87s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.341 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.451 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.370 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.159 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.328 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.469 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.285 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.552 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.597 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.359 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.599 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.759 [07/25 18:23:25] ppdet.engine INFO: Total sample number: 80000, average FPS: 37.73504124741435 [07/25 18:23:25] ppdet.engine INFO: Best test bbox ap is 0.341. [07/25 18:23:39] ppdet.engine INFO: Epoch: [9] [ 0/54024] learning_rate: 0.000100 loss_class: 0.651820 loss_bbox: 0.105318 loss_giou: 0.484261 loss_class_aux: 4.028195 loss_bbox_aux: 0.699185 loss_giou_aux: 3.040288 loss_class_dn: 0.343744 loss_bbox_dn: 0.097941 loss_giou_dn: 0.367612 loss_class_aux_dn: 1.856575 loss_bbox_aux_dn: 0.606651 loss_giou_aux_dn: 2.134839 loss: 15.449700 eta: 35 days, 6:29:36 batch_cost: 0.7862 data_cost: 0.0016 ips: 10.1753 images/s [07/25 18:25:30] ppdet.engine INFO: Epoch: [9] [ 100/54024] learning_rate: 0.000100 loss_class: 0.713006 loss_bbox: 0.110918 loss_giou: 0.475619 loss_class_aux: 4.431167 loss_bbox_aux: 0.718779 loss_giou_aux: 2.960934 loss_class_dn: 0.347327 loss_bbox_dn: 0.099030 loss_giou_dn: 0.374092 loss_class_aux_dn: 1.901507 loss_bbox_aux_dn: 0.620787 loss_giou_aux_dn: 2.103277 loss: 15.068060 eta: 35 days, 6:46:27 batch_cost: 1.0704 data_cost: 0.0010 ips: 7.4737 images/s [07/25 18:27:06] ppdet.engine INFO: Epoch: [9] [ 200/54024] learning_rate: 0.000100 loss_class: 0.699080 loss_bbox: 0.114271 loss_giou: 0.536307 loss_class_aux: 4.354621 loss_bbox_aux: 0.770484 loss_giou_aux: 3.384554 loss_class_dn: 0.365238 loss_bbox_dn: 0.115594 loss_giou_dn: 0.400213 loss_class_aux_dn: 1.961733 loss_bbox_aux_dn: 0.695382 loss_giou_aux_dn: 2.250029 loss: 15.805683 eta: 35 days, 6:45:57 batch_cost: 0.9051 data_cost: 0.0613 ips: 8.8387 images/s [07/25 18:28:37] ppdet.engine INFO: Epoch: [9] [ 300/54024] learning_rate: 0.000100 loss_class: 0.729108 loss_bbox: 0.117529 loss_giou: 0.545706 loss_class_aux: 4.471570 loss_bbox_aux: 0.756380 loss_giou_aux: 3.343033 loss_class_dn: 0.357986 loss_bbox_dn: 0.110119 loss_giou_dn: 0.408424 loss_class_aux_dn: 1.932812 loss_bbox_aux_dn: 0.661307 loss_giou_aux_dn: 2.333873 loss: 16.206994 eta: 35 days, 6:40:24 batch_cost: 0.8569 data_cost: 0.0010 ips: 9.3356 images/s [07/25 18:30:05] ppdet.engine INFO: Epoch: [9] [ 400/54024] learning_rate: 0.000100 loss_class: 0.744268 loss_bbox: 0.115632 loss_giou: 0.549782 loss_class_aux: 4.645726 loss_bbox_aux: 0.747273 loss_giou_aux: 3.390547 loss_class_dn: 0.373221 loss_bbox_dn: 0.107935 loss_giou_dn: 0.430291 loss_class_aux_dn: 2.018101 loss_bbox_aux_dn: 0.651872 loss_giou_aux_dn: 2.393435 loss: 16.309626 eta: 35 days, 6:32:36 batch_cost: 0.8351 data_cost: 0.0062 ips: 9.5795 images/s [07/25 18:31:42] ppdet.engine INFO: Epoch: [9] [ 500/54024] learning_rate: 0.000100 loss_class: 0.696642 loss_bbox: 0.111444 loss_giou: 0.502560 loss_class_aux: 4.244260 loss_bbox_aux: 0.732961 loss_giou_aux: 3.172407 loss_class_dn: 0.348017 loss_bbox_dn: 0.098252 loss_giou_dn: 0.386954 loss_class_aux_dn: 1.917459 loss_bbox_aux_dn: 0.607316 loss_giou_aux_dn: 2.206182 loss: 15.249483 eta: 35 days, 6:34:02 batch_cost: 0.9236 data_cost: 0.0492 ips: 8.6621 images/s [07/25 18:33:17] ppdet.engine INFO: Epoch: [9] [ 600/54024] learning_rate: 0.000100 loss_class: 0.707470 loss_bbox: 0.112041 loss_giou: 0.534338 loss_class_aux: 4.366162 loss_bbox_aux: 0.718081 loss_giou_aux: 3.338085 loss_class_dn: 0.361137 loss_bbox_dn: 0.101934 loss_giou_dn: 0.406816 loss_class_aux_dn: 1.932247 loss_bbox_aux_dn: 0.624800 loss_giou_aux_dn: 2.315858 loss: 15.810523 eta: 35 days, 6:33:22 batch_cost: 0.9035 data_cost: 0.0010 ips: 8.8543 images/s [07/25 18:34:51] ppdet.engine INFO: Epoch: [9] [ 700/54024] learning_rate: 0.000100 loss_class: 0.694106 loss_bbox: 0.110509 loss_giou: 0.478085 loss_class_aux: 4.285957 loss_bbox_aux: 0.731971 loss_giou_aux: 2.998120 loss_class_dn: 0.350453 loss_bbox_dn: 0.101382 loss_giou_dn: 0.379625 loss_class_aux_dn: 1.885269 loss_bbox_aux_dn: 0.619817 loss_giou_aux_dn: 2.136290 loss: 14.938503 eta: 35 days, 6:31:05 batch_cost: 0.8881 data_cost: 0.0525 ips: 9.0084 images/s [07/25 18:36:31] ppdet.engine INFO: Epoch: [9] [ 800/54024] learning_rate: 0.000100 loss_class: 0.707879 loss_bbox: 0.110471 loss_giou: 0.485500 loss_class_aux: 4.345287 loss_bbox_aux: 0.723133 loss_giou_aux: 3.083397 loss_class_dn: 0.349896 loss_bbox_dn: 0.107457 loss_giou_dn: 0.371316 loss_class_aux_dn: 1.907358 loss_bbox_aux_dn: 0.648398 loss_giou_aux_dn: 2.149996 loss: 15.141583 eta: 35 days, 6:35:40 batch_cost: 0.9542 data_cost: 0.0882 ips: 8.3840 images/s [07/25 18:38:12] ppdet.engine INFO: Epoch: [9] [ 900/54024] learning_rate: 0.000100 loss_class: 0.707941 loss_bbox: 0.112425 loss_giou: 0.479216 loss_class_aux: 4.385224 loss_bbox_aux: 0.727534 loss_giou_aux: 3.022339 loss_class_dn: 0.348749 loss_bbox_dn: 0.099389 loss_giou_dn: 0.367454 loss_class_aux_dn: 1.868353 loss_bbox_aux_dn: 0.612466 loss_giou_aux_dn: 2.109564 loss: 15.119155 eta: 35 days, 6:41:11 batch_cost: 0.9637 data_cost: 0.0487 ips: 8.3015 images/s [07/25 18:39:42] ppdet.engine INFO: Epoch: [9] [ 1000/54024] learning_rate: 0.000100 loss_class: 0.717302 loss_bbox: 0.116731 loss_giou: 0.531172 loss_class_aux: 4.483532 loss_bbox_aux: 0.778119 loss_giou_aux: 3.363461 loss_class_dn: 0.366125 loss_bbox_dn: 0.106871 loss_giou_dn: 0.397220 loss_class_aux_dn: 1.929915 loss_bbox_aux_dn: 0.677044 loss_giou_aux_dn: 2.260525 loss: 15.911018 eta: 35 days, 6:35:33 batch_cost: 0.8555 data_cost: 0.0010 ips: 9.3514 images/s [07/25 18:41:44] ppdet.engine INFO: Epoch: [9] [ 1100/54024] learning_rate: 0.000100 loss_class: 0.684223 loss_bbox: 0.112278 loss_giou: 0.516843 loss_class_aux: 4.226960 loss_bbox_aux: 0.723321 loss_giou_aux: 3.265898 loss_class_dn: 0.353132 loss_bbox_dn: 0.103339 loss_giou_dn: 0.388651 loss_class_aux_dn: 1.876538 loss_bbox_aux_dn: 0.629904 loss_giou_aux_dn: 2.218698 loss: 15.396013 eta: 35 days, 7:01:22 batch_cost: 1.1613 data_cost: 0.1564 ips: 6.8886 images/s [07/25 18:43:14] ppdet.engine INFO: Epoch: [9] [ 1200/54024] learning_rate: 0.000100 loss_class: 0.700991 loss_bbox: 0.115256 loss_giou: 0.479003 loss_class_aux: 4.342964 loss_bbox_aux: 0.747671 loss_giou_aux: 3.025522 loss_class_dn: 0.349883 loss_bbox_dn: 0.110774 loss_giou_dn: 0.381815 loss_class_aux_dn: 1.895885 loss_bbox_aux_dn: 0.666890 loss_giou_aux_dn: 2.218520 loss: 15.286955 eta: 35 days, 6:55:33 batch_cost: 0.8540 data_cost: 0.0010 ips: 9.3677 images/s [07/25 18:44:53] ppdet.engine INFO: Epoch: [9] [ 1300/54024] learning_rate: 0.000100 loss_class: 0.696300 loss_bbox: 0.117903 loss_giou: 0.509266 loss_class_aux: 4.394385 loss_bbox_aux: 0.754723 loss_giou_aux: 3.184619 loss_class_dn: 0.358329 loss_bbox_dn: 0.104669 loss_giou_dn: 0.393865 loss_class_aux_dn: 1.927014 loss_bbox_aux_dn: 0.638209 loss_giou_aux_dn: 2.269460 loss: 16.016551 eta: 35 days, 6:58:21 batch_cost: 0.9381 data_cost: 0.0015 ips: 8.5278 images/s [07/25 18:46:25] ppdet.engine INFO: Epoch: [9] [ 1400/54024] learning_rate: 0.000100 loss_class: 0.676186 loss_bbox: 0.102012 loss_giou: 0.464272 loss_class_aux: 4.193177 loss_bbox_aux: 0.674452 loss_giou_aux: 2.939581 loss_class_dn: 0.344523 loss_bbox_dn: 0.103425 loss_giou_dn: 0.346138 loss_class_aux_dn: 1.864253 loss_bbox_aux_dn: 0.642635 loss_giou_aux_dn: 2.009498 loss: 14.676936 eta: 35 days, 6:54:59 batch_cost: 0.8778 data_cost: 0.0467 ips: 9.1133 images/s [07/25 18:48:04] ppdet.engine INFO: Epoch: [9] [ 1500/54024] learning_rate: 0.000100 loss_class: 0.711199 loss_bbox: 0.118727 loss_giou: 0.508028 loss_class_aux: 4.499657 loss_bbox_aux: 0.775752 loss_giou_aux: 3.148741 loss_class_dn: 0.351843 loss_bbox_dn: 0.107429 loss_giou_dn: 0.386615 loss_class_aux_dn: 1.929466 loss_bbox_aux_dn: 0.667209 loss_giou_aux_dn: 2.190800 loss: 14.816514 eta: 35 days, 6:58:27 batch_cost: 0.9448 data_cost: 0.0413 ips: 8.4674 images/s [07/25 18:49:41] ppdet.engine INFO: Epoch: [9] [ 1600/54024] learning_rate: 0.000100 loss_class: 0.663195 loss_bbox: 0.108527 loss_giou: 0.528104 loss_class_aux: 4.158907 loss_bbox_aux: 0.723067 loss_giou_aux: 3.300202 loss_class_dn: 0.350491 loss_bbox_dn: 0.100260 loss_giou_dn: 0.381501 loss_class_aux_dn: 1.895538 loss_bbox_aux_dn: 0.603684 loss_giou_aux_dn: 2.175161 loss: 14.892914 eta: 35 days, 6:59:15 batch_cost: 0.9187 data_cost: 0.0671 ips: 8.7080 images/s [07/25 18:51:17] ppdet.engine INFO: Epoch: [9] [ 1700/54024] learning_rate: 0.000100 loss_class: 0.657978 loss_bbox: 0.107168 loss_giou: 0.437045 loss_class_aux: 4.100564 loss_bbox_aux: 0.705969 loss_giou_aux: 2.705614 loss_class_dn: 0.331593 loss_bbox_dn: 0.104842 loss_giou_dn: 0.336850 loss_class_aux_dn: 1.782680 loss_bbox_aux_dn: 0.652185 loss_giou_aux_dn: 1.954855 loss: 13.933266 eta: 35 days, 6:58:40 batch_cost: 0.9053 data_cost: 0.0635 ips: 8.8368 images/s [07/25 18:52:53] ppdet.engine INFO: Epoch: [9] [ 1800/54024] learning_rate: 0.000100 loss_class: 0.674309 loss_bbox: 0.111779 loss_giou: 0.505270 loss_class_aux: 4.144524 loss_bbox_aux: 0.728892 loss_giou_aux: 3.167813 loss_class_dn: 0.348423 loss_bbox_dn: 0.100600 loss_giou_dn: 0.387982 loss_class_aux_dn: 1.886378 loss_bbox_aux_dn: 0.637486 loss_giou_aux_dn: 2.210453 loss: 15.401052 eta: 35 days, 6:59:00 batch_cost: 0.9143 data_cost: 0.0010 ips: 8.7499 images/s [07/25 18:54:26] ppdet.engine INFO: Epoch: [9] [ 1900/54024] learning_rate: 0.000100 loss_class: 0.731005 loss_bbox: 0.114894 loss_giou: 0.494990 loss_class_aux: 4.487635 loss_bbox_aux: 0.747767 loss_giou_aux: 3.149647 loss_class_dn: 0.359919 loss_bbox_dn: 0.106986 loss_giou_dn: 0.383638 loss_class_aux_dn: 1.957162 loss_bbox_aux_dn: 0.652313 loss_giou_aux_dn: 2.202979 loss: 15.547204 eta: 35 days, 6:55:17 batch_cost: 0.8744 data_cost: 0.0301 ips: 9.1487 images/s [07/25 18:56:31] ppdet.engine INFO: Epoch: [9] [ 2000/54024] learning_rate: 0.000100 loss_class: 0.664844 loss_bbox: 0.110732 loss_giou: 0.536254 loss_class_aux: 4.165905 loss_bbox_aux: 0.730597 loss_giou_aux: 3.369070 loss_class_dn: 0.353100 loss_bbox_dn: 0.105974 loss_giou_dn: 0.400182 loss_class_aux_dn: 1.922397 loss_bbox_aux_dn: 0.654846 loss_giou_aux_dn: 2.282265 loss: 15.379993 eta: 35 days, 7:25:18 batch_cost: 1.2078 data_cost: 0.2276 ips: 6.6235 images/s [07/25 18:58:06] ppdet.engine INFO: Epoch: [9] [ 2100/54024] learning_rate: 0.000100 loss_class: 0.678638 loss_bbox: 0.107265 loss_giou: 0.539224 loss_class_aux: 4.243343 loss_bbox_aux: 0.709644 loss_giou_aux: 3.429813 loss_class_dn: 0.359211 loss_bbox_dn: 0.096536 loss_giou_dn: 0.392960 loss_class_aux_dn: 1.898555 loss_bbox_aux_dn: 0.589353 loss_giou_aux_dn: 2.205488 loss: 15.318916 eta: 35 days, 7:23:28 batch_cost: 0.8934 data_cost: 0.0651 ips: 8.9544 images/s [07/25 18:59:36] ppdet.engine INFO: Epoch: [9] [ 2200/54024] learning_rate: 0.000100 loss_class: 0.681487 loss_bbox: 0.103732 loss_giou: 0.489521 loss_class_aux: 4.239422 loss_bbox_aux: 0.692236 loss_giou_aux: 3.071321 loss_class_dn: 0.348549 loss_bbox_dn: 0.097044 loss_giou_dn: 0.382200 loss_class_aux_dn: 1.861857 loss_bbox_aux_dn: 0.597547 loss_giou_aux_dn: 2.165545 loss: 14.912889 eta: 35 days, 7:18:02 batch_cost: 0.8577 data_cost: 0.0010 ips: 9.3267 images/s [07/25 19:01:19] ppdet.engine INFO: Epoch: [9] [ 2300/54024] learning_rate: 0.000100 loss_class: 0.742572 loss_bbox: 0.118183 loss_giou: 0.550357 loss_class_aux: 4.557468 loss_bbox_aux: 0.768729 loss_giou_aux: 3.482948 loss_class_dn: 0.366018 loss_bbox_dn: 0.111640 loss_giou_dn: 0.420424 loss_class_aux_dn: 1.966938 loss_bbox_aux_dn: 0.703555 loss_giou_aux_dn: 2.402210 loss: 16.112153 eta: 35 days, 7:24:52 batch_cost: 0.9795 data_cost: 0.1496 ips: 8.1670 images/s [07/25 19:03:08] ppdet.engine INFO: Epoch: [9] [ 2400/54024] learning_rate: 0.000100 loss_class: 0.680603 loss_bbox: 0.108798 loss_giou: 0.467717 loss_class_aux: 4.178250 loss_bbox_aux: 0.715516 loss_giou_aux: 2.918715 loss_class_dn: 0.338748 loss_bbox_dn: 0.102987 loss_giou_dn: 0.365434 loss_class_aux_dn: 1.807784 loss_bbox_aux_dn: 0.623509 loss_giou_aux_dn: 2.083217 loss: 14.814411 eta: 35 days, 7:38:30 batch_cost: 1.0476 data_cost: 0.0476 ips: 7.6364 images/s [07/25 19:04:37] ppdet.engine INFO: Epoch: [9] [ 2500/54024] learning_rate: 0.000100 loss_class: 0.694499 loss_bbox: 0.113525 loss_giou: 0.465239 loss_class_aux: 4.298954 loss_bbox_aux: 0.733382 loss_giou_aux: 2.964980 loss_class_dn: 0.344944 loss_bbox_dn: 0.100089 loss_giou_dn: 0.371729 loss_class_aux_dn: 1.871502 loss_bbox_aux_dn: 0.612759 loss_giou_aux_dn: 2.120218 loss: 15.355008 eta: 35 days, 7:30:26 batch_cost: 0.8316 data_cost: 0.0023 ips: 9.6200 images/s [07/25 19:06:04] ppdet.engine INFO: Epoch: [9] [ 2600/54024] learning_rate: 0.000100 loss_class: 0.703891 loss_bbox: 0.110452 loss_giou: 0.481941 loss_class_aux: 4.427565 loss_bbox_aux: 0.747143 loss_giou_aux: 3.020020 loss_class_dn: 0.361702 loss_bbox_dn: 0.100876 loss_giou_dn: 0.391825 loss_class_aux_dn: 1.943160 loss_bbox_aux_dn: 0.648822 loss_giou_aux_dn: 2.259034 loss: 15.576427 eta: 35 days, 7:21:05 batch_cost: 0.8187 data_cost: 0.0062 ips: 9.7710 images/s [07/25 19:08:05] ppdet.engine INFO: Epoch: [9] [ 2700/54024] learning_rate: 0.000100 loss_class: 0.699640 loss_bbox: 0.109281 loss_giou: 0.540285 loss_class_aux: 4.312009 loss_bbox_aux: 0.724674 loss_giou_aux: 3.370270 loss_class_dn: 0.346195 loss_bbox_dn: 0.099993 loss_giou_dn: 0.405463 loss_class_aux_dn: 1.872328 loss_bbox_aux_dn: 0.627981 loss_giou_aux_dn: 2.301964 loss: 15.250641 eta: 35 days, 7:46:01 batch_cost: 1.1614 data_cost: 0.0529 ips: 6.8883 images/s [07/25 19:09:45] ppdet.engine INFO: Epoch: [9] [ 2800/54024] learning_rate: 0.000100 loss_class: 0.681729 loss_bbox: 0.111553 loss_giou: 0.517411 loss_class_aux: 4.246344 loss_bbox_aux: 0.718729 loss_giou_aux: 3.313120 loss_class_dn: 0.345787 loss_bbox_dn: 0.103953 loss_giou_dn: 0.411997 loss_class_aux_dn: 1.884496 loss_bbox_aux_dn: 0.622247 loss_giou_aux_dn: 2.303316 loss: 15.462349 eta: 35 days, 7:49:43 batch_cost: 0.9495 data_cost: 0.0867 ips: 8.4254 images/s [07/25 19:11:25] ppdet.engine INFO: Epoch: [9] [ 2900/54024] learning_rate: 0.000100 loss_class: 0.697466 loss_bbox: 0.113132 loss_giou: 0.482011 loss_class_aux: 4.345316 loss_bbox_aux: 0.720446 loss_giou_aux: 3.033725 loss_class_dn: 0.327939 loss_bbox_dn: 0.103986 loss_giou_dn: 0.357306 loss_class_aux_dn: 1.774913 loss_bbox_aux_dn: 0.638249 loss_giou_aux_dn: 2.060252 loss: 14.517369 eta: 35 days, 7:54:09 batch_cost: 0.9570 data_cost: 0.0697 ips: 8.3591 images/s [07/25 19:12:50] ppdet.engine INFO: Epoch: [9] [ 3000/54024] learning_rate: 0.000100 loss_class: 0.730935 loss_bbox: 0.120639 loss_giou: 0.539202 loss_class_aux: 4.509567 loss_bbox_aux: 0.793181 loss_giou_aux: 3.331259 loss_class_dn: 0.381041 loss_bbox_dn: 0.110936 loss_giou_dn: 0.410606 loss_class_aux_dn: 2.037397 loss_bbox_aux_dn: 0.676325 loss_giou_aux_dn: 2.334885 loss: 16.136745 eta: 35 days, 7:43:10 batch_cost: 0.8022 data_cost: 0.0010 ips: 9.9728 images/s [07/25 19:14:23] ppdet.engine INFO: Epoch: [9] [ 3100/54024] learning_rate: 0.000100 loss_class: 0.733037 loss_bbox: 0.106384 loss_giou: 0.502172 loss_class_aux: 4.539129 loss_bbox_aux: 0.705917 loss_giou_aux: 3.171870 loss_class_dn: 0.353598 loss_bbox_dn: 0.095195 loss_giou_dn: 0.392141 loss_class_aux_dn: 1.903363 loss_bbox_aux_dn: 0.587588 loss_giou_aux_dn: 2.217528 loss: 15.251409 eta: 35 days, 7:39:51 batch_cost: 0.8791 data_cost: 0.0377 ips: 9.1000 images/s [07/25 19:15:50] ppdet.engine INFO: Epoch: [9] [ 3200/54024] learning_rate: 0.000100 loss_class: 0.704409 loss_bbox: 0.116591 loss_giou: 0.537574 loss_class_aux: 4.378009 loss_bbox_aux: 0.751712 loss_giou_aux: 3.270660 loss_class_dn: 0.361094 loss_bbox_dn: 0.106910 loss_giou_dn: 0.402900 loss_class_aux_dn: 1.931038 loss_bbox_aux_dn: 0.655251 loss_giou_aux_dn: 2.283698 loss: 16.233514 eta: 35 days, 7:31:28 batch_cost: 0.8278 data_cost: 0.0146 ips: 9.6637 images/s [07/25 19:17:25] ppdet.engine INFO: Epoch: [9] [ 3300/54024] learning_rate: 0.000100 loss_class: 0.666228 loss_bbox: 0.109808 loss_giou: 0.530910 loss_class_aux: 4.170843 loss_bbox_aux: 0.723641 loss_giou_aux: 3.281206 loss_class_dn: 0.343914 loss_bbox_dn: 0.100823 loss_giou_dn: 0.400324 loss_class_aux_dn: 1.841730 loss_bbox_aux_dn: 0.609192 loss_giou_aux_dn: 2.281416 loss: 15.347237 eta: 35 days, 7:30:30 batch_cost: 0.9026 data_cost: 0.0090 ips: 8.8628 images/s [07/25 19:19:15] ppdet.engine INFO: Epoch: [9] [ 3400/54024] learning_rate: 0.000100 loss_class: 0.679725 loss_bbox: 0.110357 loss_giou: 0.493177 loss_class_aux: 4.142282 loss_bbox_aux: 0.737591 loss_giou_aux: 3.015957 loss_class_dn: 0.321322 loss_bbox_dn: 0.108935 loss_giou_dn: 0.361459 loss_class_aux_dn: 1.734720 loss_bbox_aux_dn: 0.652272 loss_giou_aux_dn: 2.045365 loss: 14.050203 eta: 35 days, 7:43:42 batch_cost: 1.0462 data_cost: 0.0012 ips: 7.6464 images/s [07/25 19:20:56] ppdet.engine INFO: Epoch: [9] [ 3500/54024] learning_rate: 0.000100 loss_class: 0.668622 loss_bbox: 0.108799 loss_giou: 0.480446 loss_class_aux: 4.151811 loss_bbox_aux: 0.688702 loss_giou_aux: 3.001518 loss_class_dn: 0.341499 loss_bbox_dn: 0.099358 loss_giou_dn: 0.362305 loss_class_aux_dn: 1.813382 loss_bbox_aux_dn: 0.602810 loss_giou_aux_dn: 2.091165 loss: 14.804953 eta: 35 days, 7:49:10 batch_cost: 0.9683 data_cost: 0.0151 ips: 8.2618 images/s [07/25 19:22:27] ppdet.engine INFO: Epoch: [9] [ 3600/54024] learning_rate: 0.000100 loss_class: 0.734468 loss_bbox: 0.114794 loss_giou: 0.510080 loss_class_aux: 4.539366 loss_bbox_aux: 0.765400 loss_giou_aux: 3.188932 loss_class_dn: 0.364913 loss_bbox_dn: 0.107419 loss_giou_dn: 0.394172 loss_class_aux_dn: 1.967644 loss_bbox_aux_dn: 0.648262 loss_giou_aux_dn: 2.240441 loss: 16.179391 eta: 35 days, 7:44:09 batch_cost: 0.8619 data_cost: 0.0031 ips: 9.2819 images/s [07/25 19:24:01] ppdet.engine INFO: Epoch: [9] [ 3700/54024] learning_rate: 0.000100 loss_class: 0.707058 loss_bbox: 0.106044 loss_giou: 0.499269 loss_class_aux: 4.414388 loss_bbox_aux: 0.684936 loss_giou_aux: 3.106339 loss_class_dn: 0.346152 loss_bbox_dn: 0.097162 loss_giou_dn: 0.375239 loss_class_aux_dn: 1.870721 loss_bbox_aux_dn: 0.591744 loss_giou_aux_dn: 2.117831 loss: 15.126376 eta: 35 days, 7:41:39 batch_cost: 0.8873 data_cost: 0.0010 ips: 9.0163 images/s [07/25 19:25:29] ppdet.engine INFO: Epoch: [9] [ 3800/54024] learning_rate: 0.000100 loss_class: 0.671915 loss_bbox: 0.104079 loss_giou: 0.500954 loss_class_aux: 4.179076 loss_bbox_aux: 0.703360 loss_giou_aux: 3.119328 loss_class_dn: 0.341219 loss_bbox_dn: 0.101548 loss_giou_dn: 0.364791 loss_class_aux_dn: 1.817989 loss_bbox_aux_dn: 0.634224 loss_giou_aux_dn: 2.065618 loss: 14.607361 eta: 35 days, 7:33:36 batch_cost: 0.8309 data_cost: 0.0010 ips: 9.6286 images/s [07/25 19:26:56] ppdet.engine INFO: Epoch: [9] [ 3900/54024] learning_rate: 0.000100 loss_class: 0.707993 loss_bbox: 0.114434 loss_giou: 0.530394 loss_class_aux: 4.418994 loss_bbox_aux: 0.731678 loss_giou_aux: 3.300928 loss_class_dn: 0.367288 loss_bbox_dn: 0.106419 loss_giou_dn: 0.400531 loss_class_aux_dn: 1.953072 loss_bbox_aux_dn: 0.650743 loss_giou_aux_dn: 2.286162 loss: 15.783258 eta: 35 days, 7:24:02 batch_cost: 0.8149 data_cost: 0.0100 ips: 9.8172 images/s [07/25 19:28:29] ppdet.engine INFO: Epoch: [9] [ 4000/54024] learning_rate: 0.000100 loss_class: 0.691969 loss_bbox: 0.119408 loss_giou: 0.544363 loss_class_aux: 4.317289 loss_bbox_aux: 0.793994 loss_giou_aux: 3.424132 loss_class_dn: 0.359349 loss_bbox_dn: 0.107735 loss_giou_dn: 0.413189 loss_class_aux_dn: 1.929293 loss_bbox_aux_dn: 0.659097 loss_giou_aux_dn: 2.393008 loss: 15.992366 eta: 35 days, 7:21:19 batch_cost: 0.8849 data_cost: 0.0010 ips: 9.0408 images/s [07/25 19:29:56] ppdet.engine INFO: Epoch: [9] [ 4100/54024] learning_rate: 0.000100 loss_class: 0.668202 loss_bbox: 0.103397 loss_giou: 0.478509 loss_class_aux: 4.112984 loss_bbox_aux: 0.706341 loss_giou_aux: 2.964535 loss_class_dn: 0.320157 loss_bbox_dn: 0.107686 loss_giou_dn: 0.357805 loss_class_aux_dn: 1.742025 loss_bbox_aux_dn: 0.642961 loss_giou_aux_dn: 2.044289 loss: 14.313676 eta: 35 days, 7:11:48 batch_cost: 0.8150 data_cost: 0.0010 ips: 9.8159 images/s [07/25 19:31:26] ppdet.engine INFO: Epoch: [9] [ 4200/54024] learning_rate: 0.000100 loss_class: 0.658145 loss_bbox: 0.111843 loss_giou: 0.496877 loss_class_aux: 4.140810 loss_bbox_aux: 0.709263 loss_giou_aux: 3.040149 loss_class_dn: 0.354851 loss_bbox_dn: 0.102518 loss_giou_dn: 0.363350 loss_class_aux_dn: 1.919462 loss_bbox_aux_dn: 0.649728 loss_giou_aux_dn: 2.054259 loss: 15.272542 eta: 35 days, 7:06:19 batch_cost: 0.8562 data_cost: 0.0062 ips: 9.3437 images/s [07/25 19:33:03] ppdet.engine INFO: Epoch: [9] [ 4300/54024] learning_rate: 0.000100 loss_class: 0.664396 loss_bbox: 0.116096 loss_giou: 0.472637 loss_class_aux: 4.149599 loss_bbox_aux: 0.802809 loss_giou_aux: 2.952122 loss_class_dn: 0.341533 loss_bbox_dn: 0.109399 loss_giou_dn: 0.358895 loss_class_aux_dn: 1.851129 loss_bbox_aux_dn: 0.655034 loss_giou_aux_dn: 2.090673 loss: 15.049674 eta: 35 days, 7:06:17 batch_cost: 0.9122 data_cost: 0.0507 ips: 8.7700 images/s [07/25 19:34:34] ppdet.engine INFO: Epoch: [9] [ 4400/54024] learning_rate: 0.000100 loss_class: 0.658671 loss_bbox: 0.105756 loss_giou: 0.423771 loss_class_aux: 4.101218 loss_bbox_aux: 0.705823 loss_giou_aux: 2.675853 loss_class_dn: 0.316845 loss_bbox_dn: 0.107998 loss_giou_dn: 0.359731 loss_class_aux_dn: 1.729541 loss_bbox_aux_dn: 0.655645 loss_giou_aux_dn: 2.025808 loss: 14.057074 eta: 35 days, 7:02:12 batch_cost: 0.8704 data_cost: 0.0010 ips: 9.1910 images/s [07/25 19:36:17] ppdet.engine INFO: Epoch: [9] [ 4500/54024] learning_rate: 0.000100 loss_class: 0.689240 loss_bbox: 0.109782 loss_giou: 0.568035 loss_class_aux: 4.333260 loss_bbox_aux: 0.712057 loss_giou_aux: 3.514169 loss_class_dn: 0.355746 loss_bbox_dn: 0.098647 loss_giou_dn: 0.401794 loss_class_aux_dn: 1.921025 loss_bbox_aux_dn: 0.598283 loss_giou_aux_dn: 2.306136 loss: 15.467599 eta: 35 days, 7:08:29 batch_cost: 0.9774 data_cost: 0.0915 ips: 8.1850 images/s [07/25 19:37:50] ppdet.engine INFO: Epoch: [9] [ 4600/54024] learning_rate: 0.000100 loss_class: 0.704964 loss_bbox: 0.117320 loss_giou: 0.502880 loss_class_aux: 4.319228 loss_bbox_aux: 0.759130 loss_giou_aux: 3.159838 loss_class_dn: 0.349192 loss_bbox_dn: 0.100927 loss_giou_dn: 0.385987 loss_class_aux_dn: 1.891608 loss_bbox_aux_dn: 0.607097 loss_giou_aux_dn: 2.157740 loss: 15.438419 eta: 35 days, 7:06:01 batch_cost: 0.8872 data_cost: 0.0153 ips: 9.0171 images/s [07/25 19:39:23] ppdet.engine INFO: Epoch: [9] [ 4700/54024] learning_rate: 0.000100 loss_class: 0.687760 loss_bbox: 0.110607 loss_giou: 0.475618 loss_class_aux: 4.278238 loss_bbox_aux: 0.710397 loss_giou_aux: 2.988447 loss_class_dn: 0.333617 loss_bbox_dn: 0.104765 loss_giou_dn: 0.371391 loss_class_aux_dn: 1.787915 loss_bbox_aux_dn: 0.626185 loss_giou_aux_dn: 2.136990 loss: 14.765666 eta: 35 days, 7:03:03 batch_cost: 0.8819 data_cost: 0.0010 ips: 9.0708 images/s [07/25 19:41:01] ppdet.engine INFO: Epoch: [9] [ 4800/54024] learning_rate: 0.000100 loss_class: 0.733153 loss_bbox: 0.114033 loss_giou: 0.503228 loss_class_aux: 4.618672 loss_bbox_aux: 0.738571 loss_giou_aux: 3.208436 loss_class_dn: 0.358512 loss_bbox_dn: 0.107840 loss_giou_dn: 0.382647 loss_class_aux_dn: 1.997585 loss_bbox_aux_dn: 0.667634 loss_giou_aux_dn: 2.208141 loss: 15.994897 eta: 35 days, 7:05:43 batch_cost: 0.9404 data_cost: 0.0010 ips: 8.5068 images/s [07/25 19:42:31] ppdet.engine INFO: Epoch: [9] [ 4900/54024] learning_rate: 0.000100 loss_class: 0.728808 loss_bbox: 0.116026 loss_giou: 0.517826 loss_class_aux: 4.617742 loss_bbox_aux: 0.743036 loss_giou_aux: 3.243293 loss_class_dn: 0.371136 loss_bbox_dn: 0.110076 loss_giou_dn: 0.410706 loss_class_aux_dn: 1.998765 loss_bbox_aux_dn: 0.689370 loss_giou_aux_dn: 2.323449 loss: 16.395817 eta: 35 days, 6:58:40 batch_cost: 0.8395 data_cost: 0.0378 ips: 9.5293 images/s [07/25 19:44:09] ppdet.engine INFO: Epoch: [9] [ 5000/54024] learning_rate: 0.000100 loss_class: 0.691857 loss_bbox: 0.115825 loss_giou: 0.485969 loss_class_aux: 4.219143 loss_bbox_aux: 0.754507 loss_giou_aux: 3.057536 loss_class_dn: 0.338803 loss_bbox_dn: 0.105197 loss_giou_dn: 0.373557 loss_class_aux_dn: 1.811382 loss_bbox_aux_dn: 0.644937 loss_giou_aux_dn: 2.156370 loss: 14.728592 eta: 35 days, 7:00:33 batch_cost: 0.9324 data_cost: 0.0010 ips: 8.5798 images/s [07/25 19:45:40] ppdet.engine INFO: Epoch: [9] [ 5100/54024] learning_rate: 0.000100 loss_class: 0.711646 loss_bbox: 0.113878 loss_giou: 0.529559 loss_class_aux: 4.398343 loss_bbox_aux: 0.752426 loss_giou_aux: 3.342008 loss_class_dn: 0.355242 loss_bbox_dn: 0.105469 loss_giou_dn: 0.397555 loss_class_aux_dn: 1.923905 loss_bbox_aux_dn: 0.653348 loss_giou_aux_dn: 2.298324 loss: 15.856515 eta: 35 days, 6:55:50 batch_cost: 0.8635 data_cost: 0.0116 ips: 9.2644 images/s [07/25 19:47:07] ppdet.engine INFO: Epoch: [9] [ 5200/54024] learning_rate: 0.000100 loss_class: 0.721655 loss_bbox: 0.110777 loss_giou: 0.495580 loss_class_aux: 4.387535 loss_bbox_aux: 0.707702 loss_giou_aux: 3.122381 loss_class_dn: 0.362666 loss_bbox_dn: 0.102184 loss_giou_dn: 0.382277 loss_class_aux_dn: 1.929128 loss_bbox_aux_dn: 0.623628 loss_giou_aux_dn: 2.159782 loss: 15.201699 eta: 35 days, 6:47:04 batch_cost: 0.8212 data_cost: 0.0010 ips: 9.7418 images/s [07/25 19:48:38] ppdet.engine INFO: Epoch: [9] [ 5300/54024] learning_rate: 0.000100 loss_class: 0.692008 loss_bbox: 0.113036 loss_giou: 0.453179 loss_class_aux: 4.359446 loss_bbox_aux: 0.745430 loss_giou_aux: 2.805830 loss_class_dn: 0.327972 loss_bbox_dn: 0.110547 loss_giou_dn: 0.352578 loss_class_aux_dn: 1.799701 loss_bbox_aux_dn: 0.679395 loss_giou_aux_dn: 2.016084 loss: 14.263216 eta: 35 days, 6:42:00 batch_cost: 0.8595 data_cost: 0.0011 ips: 9.3074 images/s [07/25 19:50:17] ppdet.engine INFO: Epoch: [9] [ 5400/54024] learning_rate: 0.000100 loss_class: 0.638620 loss_bbox: 0.104748 loss_giou: 0.480686 loss_class_aux: 3.980080 loss_bbox_aux: 0.683814 loss_giou_aux: 2.979880 loss_class_dn: 0.324476 loss_bbox_dn: 0.095067 loss_giou_dn: 0.360754 loss_class_aux_dn: 1.726976 loss_bbox_aux_dn: 0.608294 loss_giou_aux_dn: 2.064589 loss: 14.706729 eta: 35 days, 6:44:59 batch_cost: 0.9440 data_cost: 0.0411 ips: 8.4746 images/s [07/25 19:51:47] ppdet.engine INFO: Epoch: [9] [ 5500/54024] learning_rate: 0.000100 loss_class: 0.686645 loss_bbox: 0.099686 loss_giou: 0.475203 loss_class_aux: 4.171452 loss_bbox_aux: 0.667858 loss_giou_aux: 2.963849 loss_class_dn: 0.333422 loss_bbox_dn: 0.096637 loss_giou_dn: 0.373071 loss_class_aux_dn: 1.800831 loss_bbox_aux_dn: 0.592247 loss_giou_aux_dn: 2.120069 loss: 14.635708 eta: 35 days, 6:39:08 batch_cost: 0.8514 data_cost: 0.0011 ips: 9.3963 images/s [07/25 19:53:27] ppdet.engine INFO: Epoch: [9] [ 5600/54024] learning_rate: 0.000100 loss_class: 0.703468 loss_bbox: 0.110792 loss_giou: 0.481753 loss_class_aux: 4.275174 loss_bbox_aux: 0.718501 loss_giou_aux: 3.026539 loss_class_dn: 0.353884 loss_bbox_dn: 0.094627 loss_giou_dn: 0.380373 loss_class_aux_dn: 1.902381 loss_bbox_aux_dn: 0.593840 loss_giou_aux_dn: 2.166462 loss: 15.199105 eta: 35 days, 6:42:30 batch_cost: 0.9480 data_cost: 0.0010 ips: 8.4385 images/s [07/25 19:55:03] ppdet.engine INFO: Epoch: [9] [ 5700/54024] learning_rate: 0.000100 loss_class: 0.744193 loss_bbox: 0.118446 loss_giou: 0.563437 loss_class_aux: 4.645874 loss_bbox_aux: 0.762008 loss_giou_aux: 3.553183 loss_class_dn: 0.383001 loss_bbox_dn: 0.103125 loss_giou_dn: 0.430325 loss_class_aux_dn: 2.075982 loss_bbox_aux_dn: 0.631535 loss_giou_aux_dn: 2.449777 loss: 16.518777 eta: 35 days, 6:41:52 batch_cost: 0.9062 data_cost: 0.0929 ips: 8.8281 images/s [07/25 19:56:48] ppdet.engine INFO: Epoch: [9] [ 5800/54024] learning_rate: 0.000100 loss_class: 0.687818 loss_bbox: 0.110647 loss_giou: 0.488964 loss_class_aux: 4.299508 loss_bbox_aux: 0.717428 loss_giou_aux: 3.089630 loss_class_dn: 0.355613 loss_bbox_dn: 0.102976 loss_giou_dn: 0.392212 loss_class_aux_dn: 1.916535 loss_bbox_aux_dn: 0.645656 loss_giou_aux_dn: 2.234815 loss: 15.317295 eta: 35 days, 6:50:50 batch_cost: 1.0077 data_cost: 0.0309 ips: 7.9390 images/s [07/25 19:58:35] ppdet.engine INFO: Epoch: [9] [ 5900/54024] learning_rate: 0.000100 loss_class: 0.731335 loss_bbox: 0.109530 loss_giou: 0.458742 loss_class_aux: 4.613499 loss_bbox_aux: 0.728206 loss_giou_aux: 2.854039 loss_class_dn: 0.352885 loss_bbox_dn: 0.109939 loss_giou_dn: 0.363988 loss_class_aux_dn: 1.901712 loss_bbox_aux_dn: 0.672479 loss_giou_aux_dn: 2.091632 loss: 15.554936 eta: 35 days, 7:00:58 batch_cost: 1.0202 data_cost: 0.0016 ips: 7.8412 images/s [07/25 20:00:02] ppdet.engine INFO: Epoch: [9] [ 6000/54024] learning_rate: 0.000100 loss_class: 0.697449 loss_bbox: 0.106959 loss_giou: 0.487544 loss_class_aux: 4.342459 loss_bbox_aux: 0.693978 loss_giou_aux: 3.123024 loss_class_dn: 0.353569 loss_bbox_dn: 0.102345 loss_giou_dn: 0.387946 loss_class_aux_dn: 1.915418 loss_bbox_aux_dn: 0.640077 loss_giou_aux_dn: 2.188334 loss: 15.171434 eta: 35 days, 6:51:42 batch_cost: 0.8151 data_cost: 0.0011 ips: 9.8153 images/s [07/25 20:01:33] ppdet.engine INFO: Epoch: [9] [ 6100/54024] learning_rate: 0.000100 loss_class: 0.731468 loss_bbox: 0.109981 loss_giou: 0.522072 loss_class_aux: 4.478473 loss_bbox_aux: 0.718103 loss_giou_aux: 3.297633 loss_class_dn: 0.361646 loss_bbox_dn: 0.106200 loss_giou_dn: 0.400621 loss_class_aux_dn: 1.951326 loss_bbox_aux_dn: 0.646427 loss_giou_aux_dn: 2.299330 loss: 15.665518 eta: 35 days, 6:47:29 batch_cost: 0.8685 data_cost: 0.0011 ips: 9.2118 images/s [07/25 20:03:04] ppdet.engine INFO: Epoch: [9] [ 6200/54024] learning_rate: 0.000100 loss_class: 0.652163 loss_bbox: 0.104973 loss_giou: 0.488681 loss_class_aux: 4.057378 loss_bbox_aux: 0.689336 loss_giou_aux: 3.036166 loss_class_dn: 0.316710 loss_bbox_dn: 0.107637 loss_giou_dn: 0.359818 loss_class_aux_dn: 1.724548 loss_bbox_aux_dn: 0.630448 loss_giou_aux_dn: 2.106040 loss: 14.382208 eta: 35 days, 6:41:55 batch_cost: 0.8541 data_cost: 0.0010 ips: 9.3669 images/s [07/25 20:04:46] ppdet.engine INFO: Epoch: [9] [ 6300/54024] learning_rate: 0.000100 loss_class: 0.693291 loss_bbox: 0.119379 loss_giou: 0.513864 loss_class_aux: 4.315781 loss_bbox_aux: 0.766781 loss_giou_aux: 3.159794 loss_class_dn: 0.345973 loss_bbox_dn: 0.104260 loss_giou_dn: 0.380820 loss_class_aux_dn: 1.867907 loss_bbox_aux_dn: 0.624192 loss_giou_aux_dn: 2.175602 loss: 15.504100 eta: 35 days, 6:47:37 batch_cost: 0.9739 data_cost: 0.0910 ips: 8.2147 images/s [07/25 20:06:12] ppdet.engine INFO: Epoch: [9] [ 6400/54024] learning_rate: 0.000100 loss_class: 0.718080 loss_bbox: 0.115606 loss_giou: 0.524490 loss_class_aux: 4.488394 loss_bbox_aux: 0.747150 loss_giou_aux: 3.267430 loss_class_dn: 0.354352 loss_bbox_dn: 0.103026 loss_giou_dn: 0.403583 loss_class_aux_dn: 1.918564 loss_bbox_aux_dn: 0.626027 loss_giou_aux_dn: 2.276597 loss: 15.851988 eta: 35 days, 6:37:41 batch_cost: 0.8073 data_cost: 0.0016 ips: 9.9096 images/s [07/25 20:07:45] ppdet.engine INFO: Epoch: [9] [ 6500/54024] learning_rate: 0.000100 loss_class: 0.723551 loss_bbox: 0.113503 loss_giou: 0.505228 loss_class_aux: 4.518472 loss_bbox_aux: 0.740189 loss_giou_aux: 3.152739 loss_class_dn: 0.351198 loss_bbox_dn: 0.107294 loss_giou_dn: 0.389426 loss_class_aux_dn: 1.851269 loss_bbox_aux_dn: 0.657200 loss_giou_aux_dn: 2.233554 loss: 15.504036 eta: 35 days, 6:35:15 batch_cost: 0.8871 data_cost: 0.0010 ips: 9.0184 images/s [07/25 20:09:19] ppdet.engine INFO: Epoch: [9] [ 6600/54024] learning_rate: 0.000100 loss_class: 0.670210 loss_bbox: 0.104589 loss_giou: 0.501371 loss_class_aux: 4.245271 loss_bbox_aux: 0.694416 loss_giou_aux: 3.148444 loss_class_dn: 0.351569 loss_bbox_dn: 0.098110 loss_giou_dn: 0.373957 loss_class_aux_dn: 1.883664 loss_bbox_aux_dn: 0.604095 loss_giou_aux_dn: 2.145419 loss: 15.269119 eta: 35 days, 6:33:07 batch_cost: 0.8904 data_cost: 0.0427 ips: 8.9848 images/s [07/25 20:10:55] ppdet.engine INFO: Epoch: [9] [ 6700/54024] learning_rate: 0.000100 loss_class: 0.721480 loss_bbox: 0.118300 loss_giou: 0.549848 loss_class_aux: 4.570125 loss_bbox_aux: 0.772593 loss_giou_aux: 3.331354 loss_class_dn: 0.363084 loss_bbox_dn: 0.101390 loss_giou_dn: 0.422880 loss_class_aux_dn: 1.937454 loss_bbox_aux_dn: 0.638098 loss_giou_aux_dn: 2.414119 loss: 16.198312 eta: 35 days, 6:33:10 batch_cost: 0.9138 data_cost: 0.0739 ips: 8.7542 images/s [07/25 20:12:31] ppdet.engine INFO: Epoch: [9] [ 6800/54024] learning_rate: 0.000100 loss_class: 0.745989 loss_bbox: 0.118407 loss_giou: 0.509641 loss_class_aux: 4.520233 loss_bbox_aux: 0.781091 loss_giou_aux: 3.220703 loss_class_dn: 0.359472 loss_bbox_dn: 0.107811 loss_giou_dn: 0.385787 loss_class_aux_dn: 1.934347 loss_bbox_aux_dn: 0.680929 loss_giou_aux_dn: 2.215815 loss: 15.972288 eta: 35 days, 6:33:07 batch_cost: 0.9126 data_cost: 0.0831 ips: 8.7661 images/s [07/25 20:14:05] ppdet.engine INFO: Epoch: [9] [ 6900/54024] learning_rate: 0.000100 loss_class: 0.692575 loss_bbox: 0.106348 loss_giou: 0.495583 loss_class_aux: 4.278816 loss_bbox_aux: 0.717515 loss_giou_aux: 3.049809 loss_class_dn: 0.332523 loss_bbox_dn: 0.105910 loss_giou_dn: 0.358057 loss_class_aux_dn: 1.770759 loss_bbox_aux_dn: 0.648016 loss_giou_aux_dn: 2.046270 loss: 14.661809 eta: 35 days, 6:30:55 batch_cost: 0.8897 data_cost: 0.0010 ips: 8.9919 images/s [07/25 20:15:44] ppdet.engine INFO: Epoch: [9] [ 7000/54024] learning_rate: 0.000100 loss_class: 0.675992 loss_bbox: 0.104749 loss_giou: 0.481587 loss_class_aux: 4.227276 loss_bbox_aux: 0.692678 loss_giou_aux: 2.974283 loss_class_dn: 0.318425 loss_bbox_dn: 0.096886 loss_giou_dn: 0.364216 loss_class_aux_dn: 1.755801 loss_bbox_aux_dn: 0.612709 loss_giou_aux_dn: 2.009169 loss: 14.048921 eta: 35 days, 6:33:40 batch_cost: 0.9429 data_cost: 0.0716 ips: 8.4847 images/s [07/25 20:17:21] ppdet.engine INFO: Epoch: [9] [ 7100/54024] learning_rate: 0.000100 loss_class: 0.747232 loss_bbox: 0.112118 loss_giou: 0.538353 loss_class_aux: 4.615644 loss_bbox_aux: 0.729816 loss_giou_aux: 3.347364 loss_class_dn: 0.376021 loss_bbox_dn: 0.105985 loss_giou_dn: 0.414308 loss_class_aux_dn: 2.024896 loss_bbox_aux_dn: 0.661992 loss_giou_aux_dn: 2.361907 loss: 16.430891 eta: 35 days, 6:34:06 batch_cost: 0.9182 data_cost: 0.0299 ips: 8.7130 images/s [07/25 20:19:02] ppdet.engine INFO: Epoch: [9] [ 7200/54024] learning_rate: 0.000100 loss_class: 0.693067 loss_bbox: 0.108260 loss_giou: 0.478535 loss_class_aux: 4.207662 loss_bbox_aux: 0.703711 loss_giou_aux: 3.032682 loss_class_dn: 0.341461 loss_bbox_dn: 0.099808 loss_giou_dn: 0.387169 loss_class_aux_dn: 1.848949 loss_bbox_aux_dn: 0.613725 loss_giou_aux_dn: 2.185047 loss: 15.300759 eta: 35 days, 6:38:27 batch_cost: 0.9605 data_cost: 0.0037 ips: 8.3293 images/s [07/25 20:20:36] ppdet.engine INFO: Epoch: [9] [ 7300/54024] learning_rate: 0.000100 loss_class: 0.735223 loss_bbox: 0.115121 loss_giou: 0.533396 loss_class_aux: 4.626837 loss_bbox_aux: 0.771103 loss_giou_aux: 3.318089 loss_class_dn: 0.353632 loss_bbox_dn: 0.104515 loss_giou_dn: 0.407276 loss_class_aux_dn: 1.900119 loss_bbox_aux_dn: 0.653234 loss_giou_aux_dn: 2.303418 loss: 15.587577 eta: 35 days, 6:36:15 batch_cost: 0.8899 data_cost: 0.0010 ips: 8.9898 images/s [07/25 20:22:26] ppdet.engine INFO: Epoch: [9] [ 7400/54024] learning_rate: 0.000100 loss_class: 0.652611 loss_bbox: 0.100257 loss_giou: 0.434743 loss_class_aux: 4.022147 loss_bbox_aux: 0.651965 loss_giou_aux: 2.695499 loss_class_dn: 0.329098 loss_bbox_dn: 0.098534 loss_giou_dn: 0.347090 loss_class_aux_dn: 1.778400 loss_bbox_aux_dn: 0.609956 loss_giou_aux_dn: 1.954928 loss: 14.169417 eta: 35 days, 6:49:50 batch_cost: 1.0610 data_cost: 0.0199 ips: 7.5399 images/s [07/25 20:24:03] ppdet.engine INFO: Epoch: [9] [ 7500/54024] learning_rate: 0.000100 loss_class: 0.681862 loss_bbox: 0.106693 loss_giou: 0.519364 loss_class_aux: 4.273852 loss_bbox_aux: 0.690699 loss_giou_aux: 3.181665 loss_class_dn: 0.343875 loss_bbox_dn: 0.100843 loss_giou_dn: 0.385310 loss_class_aux_dn: 1.867796 loss_bbox_aux_dn: 0.633399 loss_giou_aux_dn: 2.205686 loss: 15.428121 eta: 35 days, 6:50:15 batch_cost: 0.9185 data_cost: 0.0552 ips: 8.7102 images/s [07/25 20:25:47] ppdet.engine INFO: Epoch: [9] [ 7600/54024] learning_rate: 0.000100 loss_class: 0.701064 loss_bbox: 0.111357 loss_giou: 0.519878 loss_class_aux: 4.357723 loss_bbox_aux: 0.696905 loss_giou_aux: 3.241396 loss_class_dn: 0.354952 loss_bbox_dn: 0.104893 loss_giou_dn: 0.393534 loss_class_aux_dn: 1.927623 loss_bbox_aux_dn: 0.625748 loss_giou_aux_dn: 2.228454 loss: 15.384346 eta: 35 days, 6:57:29 batch_cost: 0.9928 data_cost: 0.1177 ips: 8.0583 images/s [07/25 20:27:25] ppdet.engine INFO: Epoch: [9] [ 7700/54024] learning_rate: 0.000100 loss_class: 0.716929 loss_bbox: 0.115249 loss_giou: 0.476084 loss_class_aux: 4.454713 loss_bbox_aux: 0.737818 loss_giou_aux: 3.027676 loss_class_dn: 0.353614 loss_bbox_dn: 0.105401 loss_giou_dn: 0.385804 loss_class_aux_dn: 1.888655 loss_bbox_aux_dn: 0.649553 loss_giou_aux_dn: 2.173378 loss: 15.689358 eta: 35 days, 6:59:26 batch_cost: 0.9355 data_cost: 0.0671 ips: 8.5519 images/s [07/25 20:29:01] ppdet.engine INFO: Epoch: [9] [ 7800/54024] learning_rate: 0.000100 loss_class: 0.655676 loss_bbox: 0.112364 loss_giou: 0.457906 loss_class_aux: 4.073600 loss_bbox_aux: 0.742062 loss_giou_aux: 2.839244 loss_class_dn: 0.323835 loss_bbox_dn: 0.103811 loss_giou_dn: 0.370761 loss_class_aux_dn: 1.762369 loss_bbox_aux_dn: 0.648987 loss_giou_aux_dn: 2.088506 loss: 14.445717 eta: 35 days, 6:58:46 batch_cost: 0.9070 data_cost: 0.0459 ips: 8.8202 images/s [07/25 20:30:34] ppdet.engine INFO: Epoch: [9] [ 7900/54024] learning_rate: 0.000100 loss_class: 0.701106 loss_bbox: 0.113909 loss_giou: 0.536162 loss_class_aux: 4.368189 loss_bbox_aux: 0.735595 loss_giou_aux: 3.330116 loss_class_dn: 0.355548 loss_bbox_dn: 0.106851 loss_giou_dn: 0.401082 loss_class_aux_dn: 1.929056 loss_bbox_aux_dn: 0.657449 loss_giou_aux_dn: 2.325046 loss: 16.234307 eta: 35 days, 6:55:17 batch_cost: 0.8762 data_cost: 0.0010 ips: 9.1305 images/s [07/25 20:32:07] ppdet.engine INFO: Epoch: [9] [ 8000/54024] learning_rate: 0.000100 loss_class: 0.672146 loss_bbox: 0.107454 loss_giou: 0.477878 loss_class_aux: 4.150967 loss_bbox_aux: 0.693796 loss_giou_aux: 3.010542 loss_class_dn: 0.339529 loss_bbox_dn: 0.103605 loss_giou_dn: 0.370979 loss_class_aux_dn: 1.831258 loss_bbox_aux_dn: 0.642370 loss_giou_aux_dn: 2.105792 loss: 14.871948 eta: 35 days, 6:52:37 batch_cost: 0.8851 data_cost: 0.0010 ips: 9.0388 images/s [07/25 20:33:49] ppdet.engine INFO: Epoch: [9] [ 8100/54024] learning_rate: 0.000100 loss_class: 0.688614 loss_bbox: 0.111724 loss_giou: 0.466828 loss_class_aux: 4.254995 loss_bbox_aux: 0.725992 loss_giou_aux: 3.000512 loss_class_dn: 0.332488 loss_bbox_dn: 0.109039 loss_giou_dn: 0.365815 loss_class_aux_dn: 1.805286 loss_bbox_aux_dn: 0.652433 loss_giou_aux_dn: 2.140312 loss: 15.329210 eta: 35 days, 6:58:14 batch_cost: 0.9758 data_cost: 0.0204 ips: 8.1981 images/s [07/25 20:35:32] ppdet.engine INFO: Epoch: [9] [ 8200/54024] learning_rate: 0.000100 loss_class: 0.687552 loss_bbox: 0.113612 loss_giou: 0.502212 loss_class_aux: 4.289306 loss_bbox_aux: 0.752341 loss_giou_aux: 3.131302 loss_class_dn: 0.352157 loss_bbox_dn: 0.105174 loss_giou_dn: 0.384622 loss_class_aux_dn: 1.879665 loss_bbox_aux_dn: 0.666537 loss_giou_aux_dn: 2.230281 loss: 15.328111 eta: 35 days, 7:04:50 batch_cost: 0.9871 data_cost: 0.1479 ips: 8.1047 images/s [07/25 20:37:16] ppdet.engine INFO: Epoch: [9] [ 8300/54024] learning_rate: 0.000100 loss_class: 0.677499 loss_bbox: 0.109224 loss_giou: 0.456495 loss_class_aux: 4.305246 loss_bbox_aux: 0.727923 loss_giou_aux: 2.904643 loss_class_dn: 0.339305 loss_bbox_dn: 0.107161 loss_giou_dn: 0.356702 loss_class_aux_dn: 1.832591 loss_bbox_aux_dn: 0.662370 loss_giou_aux_dn: 2.054710 loss: 14.538751 eta: 35 days, 7:11:18 batch_cost: 0.9859 data_cost: 0.0814 ips: 8.1141 images/s [07/25 20:38:55] ppdet.engine INFO: Epoch: [9] [ 8400/54024] learning_rate: 0.000100 loss_class: 0.680571 loss_bbox: 0.117617 loss_giou: 0.503997 loss_class_aux: 4.256278 loss_bbox_aux: 0.776303 loss_giou_aux: 3.141689 loss_class_dn: 0.356738 loss_bbox_dn: 0.099907 loss_giou_dn: 0.375257 loss_class_aux_dn: 1.933067 loss_bbox_aux_dn: 0.637375 loss_giou_aux_dn: 2.149722 loss: 15.616299 eta: 35 days, 7:14:02 batch_cost: 0.9449 data_cost: 0.0416 ips: 8.4662 images/s [07/25 20:40:20] ppdet.engine INFO: Epoch: [9] [ 8500/54024] learning_rate: 0.000100 loss_class: 0.696573 loss_bbox: 0.107106 loss_giou: 0.512205 loss_class_aux: 4.292108 loss_bbox_aux: 0.709056 loss_giou_aux: 3.258244 loss_class_dn: 0.354751 loss_bbox_dn: 0.100318 loss_giou_dn: 0.402417 loss_class_aux_dn: 1.897934 loss_bbox_aux_dn: 0.603511 loss_giou_aux_dn: 2.259859 loss: 15.214748 eta: 35 days, 7:03:16 batch_cost: 0.7960 data_cost: 0.0027 ips: 10.0503 images/s [07/25 20:41:57] ppdet.engine INFO: Epoch: [9] [ 8600/54024] learning_rate: 0.000100 loss_class: 0.689125 loss_bbox: 0.113173 loss_giou: 0.499054 loss_class_aux: 4.315717 loss_bbox_aux: 0.731131 loss_giou_aux: 3.150342 loss_class_dn: 0.354796 loss_bbox_dn: 0.097327 loss_giou_dn: 0.377663 loss_class_aux_dn: 1.885173 loss_bbox_aux_dn: 0.582229 loss_giou_aux_dn: 2.190143 loss: 15.282685 eta: 35 days, 7:03:48 batch_cost: 0.9205 data_cost: 0.0010 ips: 8.6905 images/s [07/25 20:43:37] ppdet.engine INFO: Epoch: [9] [ 8700/54024] learning_rate: 0.000100 loss_class: 0.742465 loss_bbox: 0.117821 loss_giou: 0.505371 loss_class_aux: 4.629614 loss_bbox_aux: 0.760888 loss_giou_aux: 3.219882 loss_class_dn: 0.363491 loss_bbox_dn: 0.114544 loss_giou_dn: 0.405869 loss_class_aux_dn: 1.984960 loss_bbox_aux_dn: 0.697174 loss_giou_aux_dn: 2.296801 loss: 15.813532 eta: 35 days, 7:07:31 batch_cost: 0.9562 data_cost: 0.0010 ips: 8.3667 images/s [07/25 20:45:12] ppdet.engine INFO: Epoch: [9] [ 8800/54024] learning_rate: 0.000100 loss_class: 0.728180 loss_bbox: 0.114354 loss_giou: 0.483353 loss_class_aux: 4.475257 loss_bbox_aux: 0.739516 loss_giou_aux: 2.998797 loss_class_dn: 0.355530 loss_bbox_dn: 0.106312 loss_giou_dn: 0.376145 loss_class_aux_dn: 1.916551 loss_bbox_aux_dn: 0.656130 loss_giou_aux_dn: 2.122741 loss: 15.514230 eta: 35 days, 7:05:52 batch_cost: 0.8965 data_cost: 0.0662 ips: 8.9235 images/s [07/25 20:46:45] ppdet.engine INFO: Epoch: [9] [ 8900/54024] learning_rate: 0.000100 loss_class: 0.670319 loss_bbox: 0.109993 loss_giou: 0.477347 loss_class_aux: 4.158643 loss_bbox_aux: 0.712101 loss_giou_aux: 2.976588 loss_class_dn: 0.328329 loss_bbox_dn: 0.113027 loss_giou_dn: 0.368261 loss_class_aux_dn: 1.776996 loss_bbox_aux_dn: 0.674236 loss_giou_aux_dn: 2.118495 loss: 14.807078 eta: 35 days, 7:03:02 batch_cost: 0.8835 data_cost: 0.0154 ips: 9.0547 images/s [07/25 20:48:27] ppdet.engine INFO: Epoch: [9] [ 9000/54024] learning_rate: 0.000100 loss_class: 0.724358 loss_bbox: 0.114647 loss_giou: 0.483247 loss_class_aux: 4.515884 loss_bbox_aux: 0.733088 loss_giou_aux: 2.998729 loss_class_dn: 0.345015 loss_bbox_dn: 0.107752 loss_giou_dn: 0.366080 loss_class_aux_dn: 1.866118 loss_bbox_aux_dn: 0.697789 loss_giou_aux_dn: 2.114872 loss: 14.869776 eta: 35 days, 7:07:39 batch_cost: 0.9664 data_cost: 0.0245 ips: 8.2786 images/s [07/25 20:49:56] ppdet.engine INFO: Epoch: [9] [ 9100/54024] learning_rate: 0.000100 loss_class: 0.683261 loss_bbox: 0.104799 loss_giou: 0.433040 loss_class_aux: 4.286624 loss_bbox_aux: 0.676774 loss_giou_aux: 2.777783 loss_class_dn: 0.330563 loss_bbox_dn: 0.099174 loss_giou_dn: 0.337611 loss_class_aux_dn: 1.796846 loss_bbox_aux_dn: 0.611395 loss_giou_aux_dn: 1.929473 loss: 14.664922 eta: 35 days, 7:01:03 batch_cost: 0.8415 data_cost: 0.0010 ips: 9.5065 images/s [07/25 20:51:30] ppdet.engine INFO: Epoch: [9] [ 9200/54024] learning_rate: 0.000100 loss_class: 0.647086 loss_bbox: 0.106049 loss_giou: 0.504439 loss_class_aux: 4.109339 loss_bbox_aux: 0.697271 loss_giou_aux: 3.170661 loss_class_dn: 0.338792 loss_bbox_dn: 0.097173 loss_giou_dn: 0.398441 loss_class_aux_dn: 1.805985 loss_bbox_aux_dn: 0.618535 loss_giou_aux_dn: 2.303051 loss: 15.486248 eta: 35 days, 6:58:28 batch_cost: 0.8862 data_cost: 0.0351 ips: 9.0270 images/s [07/25 20:53:11] ppdet.engine INFO: Epoch: [9] [ 9300/54024] learning_rate: 0.000100 loss_class: 0.658346 loss_bbox: 0.108339 loss_giou: 0.466936 loss_class_aux: 4.192805 loss_bbox_aux: 0.686142 loss_giou_aux: 2.888216 loss_class_dn: 0.335883 loss_bbox_dn: 0.096730 loss_giou_dn: 0.350800 loss_class_aux_dn: 1.809468 loss_bbox_aux_dn: 0.591560 loss_giou_aux_dn: 2.029635 loss: 14.434237 eta: 35 days, 7:03:00 batch_cost: 0.9658 data_cost: 0.0394 ips: 8.2830 images/s [07/25 20:54:44] ppdet.engine INFO: Epoch: [9] [ 9400/54024] learning_rate: 0.000100 loss_class: 0.674508 loss_bbox: 0.111861 loss_giou: 0.480314 loss_class_aux: 4.281417 loss_bbox_aux: 0.740491 loss_giou_aux: 3.003191 loss_class_dn: 0.354494 loss_bbox_dn: 0.100827 loss_giou_dn: 0.396704 loss_class_aux_dn: 1.917830 loss_bbox_aux_dn: 0.615441 loss_giou_aux_dn: 2.250455 loss: 15.662508 eta: 35 days, 6:59:43 batch_cost: 0.8784 data_cost: 0.0322 ips: 9.1079 images/s [07/25 20:56:23] ppdet.engine INFO: Epoch: [9] [ 9500/54024] learning_rate: 0.000100 loss_class: 0.663096 loss_bbox: 0.104576 loss_giou: 0.427338 loss_class_aux: 4.126307 loss_bbox_aux: 0.676507 loss_giou_aux: 2.705627 loss_class_dn: 0.325634 loss_bbox_dn: 0.097763 loss_giou_dn: 0.341850 loss_class_aux_dn: 1.769391 loss_bbox_aux_dn: 0.602652 loss_giou_aux_dn: 1.948234 loss: 14.024179 eta: 35 days, 7:01:38 batch_cost: 0.9367 data_cost: 0.0915 ips: 8.5408 images/s [07/25 20:57:58] ppdet.engine INFO: Epoch: [9] [ 9600/54024] learning_rate: 0.000100 loss_class: 0.698951 loss_bbox: 0.111157 loss_giou: 0.462951 loss_class_aux: 4.354948 loss_bbox_aux: 0.729448 loss_giou_aux: 2.943673 loss_class_dn: 0.346857 loss_bbox_dn: 0.110397 loss_giou_dn: 0.366885 loss_class_aux_dn: 1.896248 loss_bbox_aux_dn: 0.669592 loss_giou_aux_dn: 2.093783 loss: 14.965126 eta: 35 days, 7:00:36 batch_cost: 0.9035 data_cost: 0.0167 ips: 8.8540 images/s [07/25 20:59:32] ppdet.engine INFO: Epoch: [9] [ 9700/54024] learning_rate: 0.000100 loss_class: 0.688268 loss_bbox: 0.111786 loss_giou: 0.516169 loss_class_aux: 4.325994 loss_bbox_aux: 0.731188 loss_giou_aux: 3.214176 loss_class_dn: 0.354220 loss_bbox_dn: 0.105521 loss_giou_dn: 0.378269 loss_class_aux_dn: 1.889890 loss_bbox_aux_dn: 0.641710 loss_giou_aux_dn: 2.204552 loss: 15.277313 eta: 35 days, 6:59:20 batch_cost: 0.9011 data_cost: 0.0527 ips: 8.8777 images/s [07/25 21:01:04] ppdet.engine INFO: Epoch: [9] [ 9800/54024] learning_rate: 0.000100 loss_class: 0.720722 loss_bbox: 0.120400 loss_giou: 0.524528 loss_class_aux: 4.500246 loss_bbox_aux: 0.781062 loss_giou_aux: 3.298452 loss_class_dn: 0.352814 loss_bbox_dn: 0.107208 loss_giou_dn: 0.404846 loss_class_aux_dn: 1.925591 loss_bbox_aux_dn: 0.651667 loss_giou_aux_dn: 2.279941 loss: 15.628487 eta: 35 days, 6:55:30 batch_cost: 0.8720 data_cost: 0.0010 ips: 9.1744 images/s [07/25 21:02:35] ppdet.engine INFO: Epoch: [9] [ 9900/54024] learning_rate: 0.000100 loss_class: 0.721735 loss_bbox: 0.108173 loss_giou: 0.464273 loss_class_aux: 4.476470 loss_bbox_aux: 0.720965 loss_giou_aux: 2.926499 loss_class_dn: 0.329329 loss_bbox_dn: 0.100405 loss_giou_dn: 0.364585 loss_class_aux_dn: 1.785049 loss_bbox_aux_dn: 0.624874 loss_giou_aux_dn: 2.067400 loss: 14.638371 eta: 35 days, 6:50:28 batch_cost: 0.8585 data_cost: 0.0356 ips: 9.3184 images/s [07/25 21:04:03] ppdet.engine INFO: Epoch: [9] [10000/54024] learning_rate: 0.000100 loss_class: 0.725761 loss_bbox: 0.118574 loss_giou: 0.483147 loss_class_aux: 4.418211 loss_bbox_aux: 0.766933 loss_giou_aux: 2.989863 loss_class_dn: 0.338153 loss_bbox_dn: 0.110513 loss_giou_dn: 0.363538 loss_class_aux_dn: 1.819036 loss_bbox_aux_dn: 0.651123 loss_giou_aux_dn: 2.066259 loss: 15.035057 eta: 35 days, 6:42:34 batch_cost: 0.8258 data_cost: 0.0112 ips: 9.6873 images/s [07/25 21:05:38] ppdet.engine INFO: Epoch: [9] [10100/54024] learning_rate: 0.000100 loss_class: 0.706820 loss_bbox: 0.112984 loss_giou: 0.489842 loss_class_aux: 4.391229 loss_bbox_aux: 0.733898 loss_giou_aux: 3.031409 loss_class_dn: 0.349559 loss_bbox_dn: 0.112169 loss_giou_dn: 0.393353 loss_class_aux_dn: 1.861182 loss_bbox_aux_dn: 0.674134 loss_giou_aux_dn: 2.249945 loss: 15.421742 eta: 35 days, 6:41:35 batch_cost: 0.9041 data_cost: 0.0161 ips: 8.8487 images/s [07/25 21:07:11] ppdet.engine INFO: Epoch: [9] [10200/54024] learning_rate: 0.000100 loss_class: 0.664232 loss_bbox: 0.101424 loss_giou: 0.464784 loss_class_aux: 4.159572 loss_bbox_aux: 0.679456 loss_giou_aux: 2.883144 loss_class_dn: 0.340923 loss_bbox_dn: 0.094811 loss_giou_dn: 0.361521 loss_class_aux_dn: 1.832921 loss_bbox_aux_dn: 0.622965 loss_giou_aux_dn: 2.071054 loss: 14.801417 eta: 35 days, 6:38:20 batch_cost: 0.8784 data_cost: 0.0010 ips: 9.1079 images/s [07/25 21:09:02] ppdet.engine INFO: Epoch: [9] [10300/54024] learning_rate: 0.000100 loss_class: 0.686112 loss_bbox: 0.109686 loss_giou: 0.492296 loss_class_aux: 4.287695 loss_bbox_aux: 0.707093 loss_giou_aux: 3.057264 loss_class_dn: 0.332549 loss_bbox_dn: 0.106229 loss_giou_dn: 0.365136 loss_class_aux_dn: 1.798725 loss_bbox_aux_dn: 0.645346 loss_giou_aux_dn: 2.085521 loss: 14.717092 eta: 35 days, 6:51:13 batch_cost: 1.0617 data_cost: 0.2342 ips: 7.5348 images/s [07/25 21:10:32] ppdet.engine INFO: Epoch: [9] [10400/54024] learning_rate: 0.000100 loss_class: 0.683160 loss_bbox: 0.107182 loss_giou: 0.472247 loss_class_aux: 4.298640 loss_bbox_aux: 0.718338 loss_giou_aux: 2.938604 loss_class_dn: 0.335068 loss_bbox_dn: 0.101696 loss_giou_dn: 0.365523 loss_class_aux_dn: 1.809101 loss_bbox_aux_dn: 0.643754 loss_giou_aux_dn: 2.054161 loss: 14.693656 eta: 35 days, 6:45:30 batch_cost: 0.8504 data_cost: 0.0034 ips: 9.4072 images/s [07/25 21:11:58] ppdet.engine INFO: Epoch: [9] [10500/54024] learning_rate: 0.000100 loss_class: 0.690075 loss_bbox: 0.106033 loss_giou: 0.479577 loss_class_aux: 4.281611 loss_bbox_aux: 0.688652 loss_giou_aux: 3.089369 loss_class_dn: 0.349150 loss_bbox_dn: 0.101521 loss_giou_dn: 0.375783 loss_class_aux_dn: 1.889755 loss_bbox_aux_dn: 0.629837 loss_giou_aux_dn: 2.180375 loss: 14.795647 eta: 35 days, 6:36:12 batch_cost: 0.8093 data_cost: 0.0015 ips: 9.8855 images/s [07/25 21:13:37] ppdet.engine INFO: Epoch: [9] [10600/54024] learning_rate: 0.000100 loss_class: 0.667733 loss_bbox: 0.107284 loss_giou: 0.486185 loss_class_aux: 4.186116 loss_bbox_aux: 0.677284 loss_giou_aux: 3.050356 loss_class_dn: 0.340869 loss_bbox_dn: 0.094919 loss_giou_dn: 0.376194 loss_class_aux_dn: 1.839889 loss_bbox_aux_dn: 0.599807 loss_giou_aux_dn: 2.158288 loss: 14.892041 eta: 35 days, 6:38:21 batch_cost: 0.9400 data_cost: 0.0011 ips: 8.5110 images/s [07/25 21:15:10] ppdet.engine INFO: Epoch: [9] [10700/54024] learning_rate: 0.000100 loss_class: 0.670801 loss_bbox: 0.111176 loss_giou: 0.460480 loss_class_aux: 4.244723 loss_bbox_aux: 0.726021 loss_giou_aux: 2.892046 loss_class_dn: 0.337625 loss_bbox_dn: 0.105792 loss_giou_dn: 0.365659 loss_class_aux_dn: 1.817248 loss_bbox_aux_dn: 0.657214 loss_giou_aux_dn: 2.101881 loss: 14.728933 eta: 35 days, 6:36:12 batch_cost: 0.8910 data_cost: 0.0166 ips: 8.9788 images/s [07/25 21:16:44] ppdet.engine INFO: Epoch: [9] [10800/54024] learning_rate: 0.000100 loss_class: 0.667649 loss_bbox: 0.108555 loss_giou: 0.503213 loss_class_aux: 4.298291 loss_bbox_aux: 0.705029 loss_giou_aux: 3.138686 loss_class_dn: 0.342632 loss_bbox_dn: 0.099715 loss_giou_dn: 0.374788 loss_class_aux_dn: 1.866751 loss_bbox_aux_dn: 0.626192 loss_giou_aux_dn: 2.112263 loss: 14.849814 eta: 35 days, 6:33:16 batch_cost: 0.8818 data_cost: 0.0567 ips: 9.0721 images/s [07/25 21:18:34] ppdet.engine INFO: Epoch: [9] [10900/54024] learning_rate: 0.000100 loss_class: 0.660785 loss_bbox: 0.113058 loss_giou: 0.519356 loss_class_aux: 4.157963 loss_bbox_aux: 0.759878 loss_giou_aux: 3.240538 loss_class_dn: 0.354701 loss_bbox_dn: 0.099513 loss_giou_dn: 0.387547 loss_class_aux_dn: 1.900431 loss_bbox_aux_dn: 0.618252 loss_giou_aux_dn: 2.230937 loss: 15.642998 eta: 35 days, 6:45:33 batch_cost: 1.0564 data_cost: 0.0011 ips: 7.5726 images/s [07/25 21:20:10] ppdet.engine INFO: Epoch: [9] [11000/54024] learning_rate: 0.000100 loss_class: 0.670585 loss_bbox: 0.101661 loss_giou: 0.436088 loss_class_aux: 4.199708 loss_bbox_aux: 0.689702 loss_giou_aux: 2.728697 loss_class_dn: 0.321184 loss_bbox_dn: 0.101515 loss_giou_dn: 0.336377 loss_class_aux_dn: 1.739470 loss_bbox_aux_dn: 0.624787 loss_giou_aux_dn: 1.923367 loss: 13.976422 eta: 35 days, 6:45:16 batch_cost: 0.9125 data_cost: 0.0394 ips: 8.7672 images/s [07/25 21:21:42] ppdet.engine INFO: Epoch: [9] [11100/54024] learning_rate: 0.000100 loss_class: 0.715932 loss_bbox: 0.110900 loss_giou: 0.522565 loss_class_aux: 4.473571 loss_bbox_aux: 0.718237 loss_giou_aux: 3.288223 loss_class_dn: 0.367727 loss_bbox_dn: 0.106171 loss_giou_dn: 0.386605 loss_class_aux_dn: 1.996847 loss_bbox_aux_dn: 0.654477 loss_giou_aux_dn: 2.231020 loss: 16.049410 eta: 35 days, 6:40:45 batch_cost: 0.8637 data_cost: 0.0011 ips: 9.2625 images/s [07/25 21:23:12] ppdet.engine INFO: Epoch: [9] [11200/54024] learning_rate: 0.000100 loss_class: 0.728607 loss_bbox: 0.110011 loss_giou: 0.531913 loss_class_aux: 4.554159 loss_bbox_aux: 0.703796 loss_giou_aux: 3.304226 loss_class_dn: 0.369723 loss_bbox_dn: 0.098444 loss_giou_dn: 0.414547 loss_class_aux_dn: 2.002580 loss_bbox_aux_dn: 0.644868 loss_giou_aux_dn: 2.345050 loss: 16.226852 eta: 35 days, 6:35:20 batch_cost: 0.8533 data_cost: 0.0269 ips: 9.3757 images/s [07/25 21:24:49] ppdet.engine INFO: Epoch: [9] [11300/54024] learning_rate: 0.000100 loss_class: 0.702058 loss_bbox: 0.112887 loss_giou: 0.408857 loss_class_aux: 4.356317 loss_bbox_aux: 0.737192 loss_giou_aux: 2.607034 loss_class_dn: 0.334309 loss_bbox_dn: 0.108317 loss_giou_dn: 0.346671 loss_class_aux_dn: 1.806340 loss_bbox_aux_dn: 0.661787 loss_giou_aux_dn: 1.986715 loss: 14.421111 eta: 35 days, 6:35:57 batch_cost: 0.9229 data_cost: 0.0011 ips: 8.6686 images/s [07/25 21:26:28] ppdet.engine INFO: Epoch: [9] [11400/54024] learning_rate: 0.000100 loss_class: 0.645302 loss_bbox: 0.108544 loss_giou: 0.432742 loss_class_aux: 4.073878 loss_bbox_aux: 0.697218 loss_giou_aux: 2.718325 loss_class_dn: 0.333511 loss_bbox_dn: 0.103933 loss_giou_dn: 0.344952 loss_class_aux_dn: 1.802804 loss_bbox_aux_dn: 0.642914 loss_giou_aux_dn: 1.962674 loss: 14.396023 eta: 35 days, 6:38:18 batch_cost: 0.9431 data_cost: 0.0564 ips: 8.4831 images/s [07/25 21:27:59] ppdet.engine INFO: Epoch: [9] [11500/54024] learning_rate: 0.000100 loss_class: 0.693336 loss_bbox: 0.107789 loss_giou: 0.486556 loss_class_aux: 4.378502 loss_bbox_aux: 0.717852 loss_giou_aux: 3.007908 loss_class_dn: 0.345614 loss_bbox_dn: 0.120089 loss_giou_dn: 0.376480 loss_class_aux_dn: 1.879151 loss_bbox_aux_dn: 0.706093 loss_giou_aux_dn: 2.140863 loss: 15.249494 eta: 35 days, 6:32:47 batch_cost: 0.8518 data_cost: 0.0010 ips: 9.3916 images/s [07/25 21:29:39] ppdet.engine INFO: Epoch: [9] [11600/54024] learning_rate: 0.000100 loss_class: 0.704189 loss_bbox: 0.104533 loss_giou: 0.514778 loss_class_aux: 4.334160 loss_bbox_aux: 0.702149 loss_giou_aux: 3.193245 loss_class_dn: 0.348720 loss_bbox_dn: 0.093865 loss_giou_dn: 0.392856 loss_class_aux_dn: 1.916203 loss_bbox_aux_dn: 0.607339 loss_giou_aux_dn: 2.234645 loss: 15.589890 eta: 35 days, 6:36:21 batch_cost: 0.9574 data_cost: 0.0602 ips: 8.3562 images/s [07/25 21:31:13] ppdet.engine INFO: Epoch: [9] [11700/54024] learning_rate: 0.000100 loss_class: 0.718984 loss_bbox: 0.109503 loss_giou: 0.520332 loss_class_aux: 4.467833 loss_bbox_aux: 0.727477 loss_giou_aux: 3.314825 loss_class_dn: 0.356163 loss_bbox_dn: 0.101163 loss_giou_dn: 0.404352 loss_class_aux_dn: 1.916292 loss_bbox_aux_dn: 0.638350 loss_giou_aux_dn: 2.251459 loss: 15.819310 eta: 35 days, 6:34:07 batch_cost: 0.8900 data_cost: 0.0011 ips: 8.9888 images/s [07/25 21:32:45] ppdet.engine INFO: Epoch: [9] [11800/54024] learning_rate: 0.000100 loss_class: 0.707069 loss_bbox: 0.106747 loss_giou: 0.517990 loss_class_aux: 4.408719 loss_bbox_aux: 0.695246 loss_giou_aux: 3.253005 loss_class_dn: 0.358357 loss_bbox_dn: 0.096011 loss_giou_dn: 0.388777 loss_class_aux_dn: 1.950950 loss_bbox_aux_dn: 0.618991 loss_giou_aux_dn: 2.226606 loss: 15.547845 eta: 35 days, 6:30:13 batch_cost: 0.8705 data_cost: 0.0463 ips: 9.1898 images/s [07/25 21:34:18] ppdet.engine INFO: Epoch: [9] [11900/54024] learning_rate: 0.000100 loss_class: 0.668092 loss_bbox: 0.117335 loss_giou: 0.509268 loss_class_aux: 4.145374 loss_bbox_aux: 0.767524 loss_giou_aux: 3.200243 loss_class_dn: 0.339858 loss_bbox_dn: 0.105175 loss_giou_dn: 0.390144 loss_class_aux_dn: 1.836181 loss_bbox_aux_dn: 0.646879 loss_giou_aux_dn: 2.233605 loss: 15.072876 eta: 35 days, 6:27:42 batch_cost: 0.8866 data_cost: 0.0680 ips: 9.0229 images/s [07/25 21:35:49] ppdet.engine INFO: Epoch: [9] [12000/54024] learning_rate: 0.000100 loss_class: 0.705684 loss_bbox: 0.114251 loss_giou: 0.533123 loss_class_aux: 4.373975 loss_bbox_aux: 0.761042 loss_giou_aux: 3.259534 loss_class_dn: 0.359425 loss_bbox_dn: 0.097172 loss_giou_dn: 0.390321 loss_class_aux_dn: 1.923764 loss_bbox_aux_dn: 0.629044 loss_giou_aux_dn: 2.252923 loss: 16.196694 eta: 35 days, 6:22:54 batch_cost: 0.8597 data_cost: 0.0434 ips: 9.3053 images/s [07/25 21:37:29] ppdet.engine INFO: Epoch: [9] [12100/54024] learning_rate: 0.000100 loss_class: 0.737827 loss_bbox: 0.118924 loss_giou: 0.530308 loss_class_aux: 4.654149 loss_bbox_aux: 0.760900 loss_giou_aux: 3.335698 loss_class_dn: 0.365146 loss_bbox_dn: 0.107955 loss_giou_dn: 0.402787 loss_class_aux_dn: 1.993816 loss_bbox_aux_dn: 0.658020 loss_giou_aux_dn: 2.271278 loss: 16.057265 eta: 35 days, 6:25:54 batch_cost: 0.9511 data_cost: 0.0329 ips: 8.4109 images/s [07/25 21:39:01] ppdet.engine INFO: Epoch: [9] [12200/54024] learning_rate: 0.000100 loss_class: 0.678647 loss_bbox: 0.113108 loss_giou: 0.502079 loss_class_aux: 4.257140 loss_bbox_aux: 0.709256 loss_giou_aux: 3.123451 loss_class_dn: 0.349916 loss_bbox_dn: 0.109303 loss_giou_dn: 0.380411 loss_class_aux_dn: 1.870585 loss_bbox_aux_dn: 0.668159 loss_giou_aux_dn: 2.176122 loss: 14.895929 eta: 35 days, 6:21:37 batch_cost: 0.8657 data_cost: 0.0551 ips: 9.2408 images/s [07/25 21:40:34] ppdet.engine INFO: Epoch: [9] [12300/54024] learning_rate: 0.000100 loss_class: 0.691220 loss_bbox: 0.111819 loss_giou: 0.471053 loss_class_aux: 4.285455 loss_bbox_aux: 0.733537 loss_giou_aux: 2.929729 loss_class_dn: 0.332269 loss_bbox_dn: 0.102257 loss_giou_dn: 0.361701 loss_class_aux_dn: 1.785530 loss_bbox_aux_dn: 0.617905 loss_giou_aux_dn: 2.042881 loss: 14.409034 eta: 35 days, 6:18:27 batch_cost: 0.8790 data_cost: 0.0010 ips: 9.1017 images/s [07/25 21:42:02] ppdet.engine INFO: Epoch: [9] [12400/54024] learning_rate: 0.000100 loss_class: 0.682795 loss_bbox: 0.107772 loss_giou: 0.467665 loss_class_aux: 4.223907 loss_bbox_aux: 0.715924 loss_giou_aux: 3.016441 loss_class_dn: 0.347778 loss_bbox_dn: 0.101512 loss_giou_dn: 0.365089 loss_class_aux_dn: 1.854409 loss_bbox_aux_dn: 0.617912 loss_giou_aux_dn: 2.088402 loss: 14.976004 eta: 35 days, 6:10:41 batch_cost: 0.8247 data_cost: 0.0049 ips: 9.7004 images/s [07/25 21:43:39] ppdet.engine INFO: Epoch: [9] [12500/54024] learning_rate: 0.000100 loss_class: 0.715282 loss_bbox: 0.121267 loss_giou: 0.500203 loss_class_aux: 4.474461 loss_bbox_aux: 0.783133 loss_giou_aux: 3.194309 loss_class_dn: 0.359151 loss_bbox_dn: 0.111154 loss_giou_dn: 0.409132 loss_class_aux_dn: 1.934097 loss_bbox_aux_dn: 0.670860 loss_giou_aux_dn: 2.311959 loss: 15.876326 eta: 35 days, 6:11:05 batch_cost: 0.9206 data_cost: 0.0010 ips: 8.6901 images/s [07/25 21:45:12] ppdet.engine INFO: Epoch: [9] [12600/54024] learning_rate: 0.000100 loss_class: 0.689654 loss_bbox: 0.111327 loss_giou: 0.425198 loss_class_aux: 4.192921 loss_bbox_aux: 0.713568 loss_giou_aux: 2.653829 loss_class_dn: 0.326549 loss_bbox_dn: 0.110923 loss_giou_dn: 0.333791 loss_class_aux_dn: 1.795915 loss_bbox_aux_dn: 0.673153 loss_giou_aux_dn: 1.904242 loss: 13.998665 eta: 35 days, 6:08:15 batch_cost: 0.8826 data_cost: 0.0825 ips: 9.0645 images/s [07/25 21:46:44] ppdet.engine INFO: Epoch: [9] [12700/54024] learning_rate: 0.000100 loss_class: 0.688385 loss_bbox: 0.116475 loss_giou: 0.536748 loss_class_aux: 4.371903 loss_bbox_aux: 0.765592 loss_giou_aux: 3.335945 loss_class_dn: 0.341696 loss_bbox_dn: 0.107616 loss_giou_dn: 0.413318 loss_class_aux_dn: 1.870153 loss_bbox_aux_dn: 0.647008 loss_giou_aux_dn: 2.327683 loss: 15.182289 eta: 35 days, 6:04:42 batch_cost: 0.8742 data_cost: 0.0467 ips: 9.1514 images/s [07/25 21:48:23] ppdet.engine INFO: Epoch: [9] [12800/54024] learning_rate: 0.000100 loss_class: 0.649439 loss_bbox: 0.105766 loss_giou: 0.426819 loss_class_aux: 4.057047 loss_bbox_aux: 0.692287 loss_giou_aux: 2.701529 loss_class_dn: 0.318835 loss_bbox_dn: 0.099593 loss_giou_dn: 0.335138 loss_class_aux_dn: 1.708965 loss_bbox_aux_dn: 0.602130 loss_giou_aux_dn: 1.907080 loss: 14.261670 eta: 35 days, 6:07:13 batch_cost: 0.9457 data_cost: 0.0011 ips: 8.4591 images/s [07/25 21:49:54] ppdet.engine INFO: Epoch: [9] [12900/54024] learning_rate: 0.000100 loss_class: 0.659180 loss_bbox: 0.106093 loss_giou: 0.419691 loss_class_aux: 4.123356 loss_bbox_aux: 0.706883 loss_giou_aux: 2.645033 loss_class_dn: 0.333991 loss_bbox_dn: 0.100802 loss_giou_dn: 0.335335 loss_class_aux_dn: 1.774677 loss_bbox_aux_dn: 0.607168 loss_giou_aux_dn: 1.907866 loss: 14.269165 eta: 35 days, 6:02:06 batch_cost: 0.8554 data_cost: 0.0211 ips: 9.3520 images/s [07/25 21:51:21] ppdet.engine INFO: Epoch: [9] [13000/54024] learning_rate: 0.000100 loss_class: 0.693677 loss_bbox: 0.112702 loss_giou: 0.509400 loss_class_aux: 4.311053 loss_bbox_aux: 0.732092 loss_giou_aux: 3.261221 loss_class_dn: 0.353451 loss_bbox_dn: 0.106480 loss_giou_dn: 0.383863 loss_class_aux_dn: 1.900025 loss_bbox_aux_dn: 0.648174 loss_giou_aux_dn: 2.181240 loss: 15.297203 eta: 35 days, 5:54:26 batch_cost: 0.8252 data_cost: 0.0158 ips: 9.6947 images/s [07/25 21:52:51] ppdet.engine INFO: Epoch: [9] [13100/54024] learning_rate: 0.000100 loss_class: 0.690859 loss_bbox: 0.117192 loss_giou: 0.531045 loss_class_aux: 4.289237 loss_bbox_aux: 0.772494 loss_giou_aux: 3.304119 loss_class_dn: 0.347379 loss_bbox_dn: 0.103734 loss_giou_dn: 0.392374 loss_class_aux_dn: 1.908126 loss_bbox_aux_dn: 0.654304 loss_giou_aux_dn: 2.230457 loss: 15.273447 eta: 35 days, 5:49:16 batch_cost: 0.8545 data_cost: 0.0401 ips: 9.3617 images/s [07/25 21:54:21] ppdet.engine INFO: Epoch: [9] [13200/54024] learning_rate: 0.000100 loss_class: 0.726223 loss_bbox: 0.108768 loss_giou: 0.507869 loss_class_aux: 4.439258 loss_bbox_aux: 0.717448 loss_giou_aux: 3.171253 loss_class_dn: 0.342655 loss_bbox_dn: 0.107434 loss_giou_dn: 0.399786 loss_class_aux_dn: 1.879688 loss_bbox_aux_dn: 0.651864 loss_giou_aux_dn: 2.277388 loss: 15.271289 eta: 35 days, 5:43:50 batch_cost: 0.8513 data_cost: 0.0197 ips: 9.3979 images/s [07/25 21:56:03] ppdet.engine INFO: Epoch: [9] [13300/54024] learning_rate: 0.000100 loss_class: 0.676641 loss_bbox: 0.113546 loss_giou: 0.484897 loss_class_aux: 4.198748 loss_bbox_aux: 0.735283 loss_giou_aux: 3.048360 loss_class_dn: 0.334843 loss_bbox_dn: 0.107290 loss_giou_dn: 0.374020 loss_class_aux_dn: 1.793948 loss_bbox_aux_dn: 0.675552 loss_giou_aux_dn: 2.120957 loss: 14.990284 eta: 35 days, 5:48:19 batch_cost: 0.9693 data_cost: 0.0314 ips: 8.2535 images/s [07/25 21:57:35] ppdet.engine INFO: Epoch: [9] [13400/54024] learning_rate: 0.000100 loss_class: 0.663911 loss_bbox: 0.104335 loss_giou: 0.428198 loss_class_aux: 4.145235 loss_bbox_aux: 0.677508 loss_giou_aux: 2.713140 loss_class_dn: 0.319733 loss_bbox_dn: 0.102571 loss_giou_dn: 0.335832 loss_class_aux_dn: 1.767557 loss_bbox_aux_dn: 0.627446 loss_giou_aux_dn: 1.919701 loss: 13.890982 eta: 35 days, 5:44:59 batch_cost: 0.8762 data_cost: 0.0321 ips: 9.1306 images/s [07/25 21:59:12] ppdet.engine INFO: Epoch: [9] [13500/54024] learning_rate: 0.000100 loss_class: 0.685908 loss_bbox: 0.107544 loss_giou: 0.502716 loss_class_aux: 4.196476 loss_bbox_aux: 0.696662 loss_giou_aux: 3.144537 loss_class_dn: 0.343112 loss_bbox_dn: 0.100170 loss_giou_dn: 0.390198 loss_class_aux_dn: 1.839668 loss_bbox_aux_dn: 0.605384 loss_giou_aux_dn: 2.228554 loss: 15.245004 eta: 35 days, 5:45:51 batch_cost: 0.9265 data_cost: 0.0011 ips: 8.6348 images/s [07/25 22:01:02] ppdet.engine INFO: Epoch: [9] [13600/54024] learning_rate: 0.000100 loss_class: 0.687442 loss_bbox: 0.108365 loss_giou: 0.506470 loss_class_aux: 4.330762 loss_bbox_aux: 0.720472 loss_giou_aux: 3.110367 loss_class_dn: 0.341445 loss_bbox_dn: 0.103791 loss_giou_dn: 0.373041 loss_class_aux_dn: 1.845338 loss_bbox_aux_dn: 0.620313 loss_giou_aux_dn: 2.116115 loss: 14.867395 eta: 35 days, 5:57:25 batch_cost: 1.0545 data_cost: 0.1148 ips: 7.5863 images/s [07/25 22:02:46] ppdet.engine INFO: Epoch: [9] [13700/54024] learning_rate: 0.000100 loss_class: 0.666911 loss_bbox: 0.110983 loss_giou: 0.465405 loss_class_aux: 4.176024 loss_bbox_aux: 0.726986 loss_giou_aux: 2.883323 loss_class_dn: 0.341216 loss_bbox_dn: 0.105808 loss_giou_dn: 0.356904 loss_class_aux_dn: 1.839611 loss_bbox_aux_dn: 0.660745 loss_giou_aux_dn: 2.049319 loss: 14.956773 eta: 35 days, 6:03:52 batch_cost: 0.9936 data_cost: 0.0012 ips: 8.0517 images/s [07/25 22:04:21] ppdet.engine INFO: Epoch: [9] [13800/54024] learning_rate: 0.000100 loss_class: 0.719283 loss_bbox: 0.108420 loss_giou: 0.515794 loss_class_aux: 4.449507 loss_bbox_aux: 0.715827 loss_giou_aux: 3.251277 loss_class_dn: 0.353997 loss_bbox_dn: 0.101924 loss_giou_dn: 0.386983 loss_class_aux_dn: 1.916957 loss_bbox_aux_dn: 0.628998 loss_giou_aux_dn: 2.224537 loss: 15.530021 eta: 35 days, 6:02:37 batch_cost: 0.9016 data_cost: 0.0011 ips: 8.8733 images/s [07/25 22:05:49] ppdet.engine INFO: Epoch: [9] [13900/54024] learning_rate: 0.000100 loss_class: 0.718443 loss_bbox: 0.107017 loss_giou: 0.519463 loss_class_aux: 4.429946 loss_bbox_aux: 0.713249 loss_giou_aux: 3.227662 loss_class_dn: 0.365538 loss_bbox_dn: 0.096612 loss_giou_dn: 0.386230 loss_class_aux_dn: 1.970532 loss_bbox_aux_dn: 0.623859 loss_giou_aux_dn: 2.212771 loss: 15.741704 eta: 35 days, 5:55:09 batch_cost: 0.8268 data_cost: 0.0386 ips: 9.6764 images/s [07/25 22:07:20] ppdet.engine INFO: Epoch: [9] [14000/54024] learning_rate: 0.000100 loss_class: 0.665772 loss_bbox: 0.105337 loss_giou: 0.506260 loss_class_aux: 4.090079 loss_bbox_aux: 0.683887 loss_giou_aux: 3.158555 loss_class_dn: 0.341139 loss_bbox_dn: 0.095657 loss_giou_dn: 0.382803 loss_class_aux_dn: 1.846730 loss_bbox_aux_dn: 0.605552 loss_giou_aux_dn: 2.180444 loss: 14.964033 eta: 35 days, 5:50:14 batch_cost: 0.8571 data_cost: 0.0338 ips: 9.3337 images/s [07/25 22:09:05] ppdet.engine INFO: Epoch: [9] [14100/54024] learning_rate: 0.000100 loss_class: 0.644094 loss_bbox: 0.106092 loss_giou: 0.436743 loss_class_aux: 4.005867 loss_bbox_aux: 0.680895 loss_giou_aux: 2.712886 loss_class_dn: 0.315532 loss_bbox_dn: 0.102637 loss_giou_dn: 0.337109 loss_class_aux_dn: 1.722669 loss_bbox_aux_dn: 0.633078 loss_giou_aux_dn: 1.923838 loss: 13.705804 eta: 35 days, 5:57:22 batch_cost: 1.0024 data_cost: 0.1154 ips: 7.9807 images/s [07/25 22:10:42] ppdet.engine INFO: Epoch: [9] [14200/54024] learning_rate: 0.000100 loss_class: 0.699539 loss_bbox: 0.112422 loss_giou: 0.526101 loss_class_aux: 4.306132 loss_bbox_aux: 0.731749 loss_giou_aux: 3.270839 loss_class_dn: 0.346696 loss_bbox_dn: 0.101597 loss_giou_dn: 0.396037 loss_class_aux_dn: 1.863766 loss_bbox_aux_dn: 0.639501 loss_giou_aux_dn: 2.260601 loss: 15.591049 eta: 35 days, 5:58:35 batch_cost: 0.9314 data_cost: 0.0087 ips: 8.5889 images/s [07/25 22:12:18] ppdet.engine INFO: Epoch: [9] [14300/54024] learning_rate: 0.000100 loss_class: 0.688666 loss_bbox: 0.107463 loss_giou: 0.471489 loss_class_aux: 4.289198 loss_bbox_aux: 0.714777 loss_giou_aux: 2.901739 loss_class_dn: 0.347511 loss_bbox_dn: 0.093929 loss_giou_dn: 0.373385 loss_class_aux_dn: 1.871405 loss_bbox_aux_dn: 0.601306 loss_giou_aux_dn: 2.169794 loss: 14.949189 eta: 35 days, 5:57:28 batch_cost: 0.9031 data_cost: 0.0350 ips: 8.8579 images/s [07/25 22:13:51] ppdet.engine INFO: Epoch: [9] [14400/54024] learning_rate: 0.000100 loss_class: 0.689877 loss_bbox: 0.107543 loss_giou: 0.422774 loss_class_aux: 4.206845 loss_bbox_aux: 0.723471 loss_giou_aux: 2.612416 loss_class_dn: 0.311702 loss_bbox_dn: 0.096754 loss_giou_dn: 0.333134 loss_class_aux_dn: 1.690570 loss_bbox_aux_dn: 0.605036 loss_giou_aux_dn: 1.928595 loss: 13.989981 eta: 35 days, 5:54:57 batch_cost: 0.8863 data_cost: 0.0010 ips: 9.0262 images/s [07/25 22:15:35] ppdet.engine INFO: Epoch: [9] [14500/54024] learning_rate: 0.000100 loss_class: 0.696328 loss_bbox: 0.109128 loss_giou: 0.542892 loss_class_aux: 4.311534 loss_bbox_aux: 0.735241 loss_giou_aux: 3.318034 loss_class_dn: 0.350553 loss_bbox_dn: 0.100977 loss_giou_dn: 0.399117 loss_class_aux_dn: 1.900937 loss_bbox_aux_dn: 0.627879 loss_giou_aux_dn: 2.290994 loss: 15.836321 eta: 35 days, 6:01:02 batch_cost: 0.9904 data_cost: 0.1320 ips: 8.0773 images/s [07/25 22:17:14] ppdet.engine INFO: Epoch: [9] [14600/54024] learning_rate: 0.000100 loss_class: 0.660732 loss_bbox: 0.101376 loss_giou: 0.464805 loss_class_aux: 4.198847 loss_bbox_aux: 0.685893 loss_giou_aux: 2.946534 loss_class_dn: 0.314646 loss_bbox_dn: 0.090792 loss_giou_dn: 0.345767 loss_class_aux_dn: 1.704985 loss_bbox_aux_dn: 0.554194 loss_giou_aux_dn: 2.003137 loss: 14.194319 eta: 35 days, 6:03:32 batch_cost: 0.9473 data_cost: 0.0202 ips: 8.4449 images/s [07/25 22:18:57] ppdet.engine INFO: Epoch: [9] [14700/54024] learning_rate: 0.000100 loss_class: 0.700361 loss_bbox: 0.109241 loss_giou: 0.515702 loss_class_aux: 4.308690 loss_bbox_aux: 0.719463 loss_giou_aux: 3.188327 loss_class_dn: 0.345173 loss_bbox_dn: 0.099575 loss_giou_dn: 0.379373 loss_class_aux_dn: 1.876046 loss_bbox_aux_dn: 0.612609 loss_giou_aux_dn: 2.187950 loss: 14.937154 eta: 35 days, 6:08:07 batch_cost: 0.9726 data_cost: 0.0012 ips: 8.2254 images/s [07/25 22:20:21] ppdet.engine INFO: Epoch: [9] [14800/54024] learning_rate: 0.000100 loss_class: 0.707661 loss_bbox: 0.113503 loss_giou: 0.500481 loss_class_aux: 4.387928 loss_bbox_aux: 0.726869 loss_giou_aux: 3.158354 loss_class_dn: 0.348606 loss_bbox_dn: 0.112678 loss_giou_dn: 0.385478 loss_class_aux_dn: 1.891877 loss_bbox_aux_dn: 0.694417 loss_giou_aux_dn: 2.192885 loss: 15.539294 eta: 35 days, 5:58:12 batch_cost: 0.7963 data_cost: 0.0015 ips: 10.0463 images/s [07/25 22:21:49] ppdet.engine INFO: Epoch: [9] [14900/54024] learning_rate: 0.000100 loss_class: 0.669547 loss_bbox: 0.099305 loss_giou: 0.497743 loss_class_aux: 4.185466 loss_bbox_aux: 0.666189 loss_giou_aux: 3.087268 loss_class_dn: 0.340839 loss_bbox_dn: 0.100607 loss_giou_dn: 0.366415 loss_class_aux_dn: 1.825542 loss_bbox_aux_dn: 0.616958 loss_giou_aux_dn: 2.089376 loss: 14.360538 eta: 35 days, 5:50:57 batch_cost: 0.8286 data_cost: 0.0012 ips: 9.6548 images/s [07/25 22:23:14] ppdet.engine INFO: Epoch: [9] [15000/54024] learning_rate: 0.000100 loss_class: 0.683525 loss_bbox: 0.107519 loss_giou: 0.520168 loss_class_aux: 4.338686 loss_bbox_aux: 0.717536 loss_giou_aux: 3.244851 loss_class_dn: 0.353406 loss_bbox_dn: 0.102642 loss_giou_dn: 0.388476 loss_class_aux_dn: 1.890471 loss_bbox_aux_dn: 0.632510 loss_giou_aux_dn: 2.215986 loss: 15.128392 eta: 35 days, 5:41:30 batch_cost: 0.8013 data_cost: 0.0010 ips: 9.9833 images/s [07/25 22:24:48] ppdet.engine INFO: Epoch: [9] [15100/54024] learning_rate: 0.000100 loss_class: 0.714786 loss_bbox: 0.115349 loss_giou: 0.503034 loss_class_aux: 4.405070 loss_bbox_aux: 0.746159 loss_giou_aux: 3.118164 loss_class_dn: 0.358782 loss_bbox_dn: 0.112540 loss_giou_dn: 0.387347 loss_class_aux_dn: 1.926148 loss_bbox_aux_dn: 0.689918 loss_giou_aux_dn: 2.247908 loss: 15.949619 eta: 35 days, 5:39:07 batch_cost: 0.8877 data_cost: 0.0010 ips: 9.0119 images/s [07/25 22:26:15] ppdet.engine INFO: Epoch: [9] [15200/54024] learning_rate: 0.000100 loss_class: 0.655358 loss_bbox: 0.111836 loss_giou: 0.517350 loss_class_aux: 4.080271 loss_bbox_aux: 0.711635 loss_giou_aux: 3.229383 loss_class_dn: 0.323365 loss_bbox_dn: 0.106621 loss_giou_dn: 0.372720 loss_class_aux_dn: 1.722407 loss_bbox_aux_dn: 0.647295 loss_giou_aux_dn: 2.144350 loss: 14.335756 eta: 35 days, 5:31:40 batch_cost: 0.8256 data_cost: 0.0170 ips: 9.6903 images/s [07/25 22:27:56] ppdet.engine INFO: Epoch: [9] [15300/54024] learning_rate: 0.000100 loss_class: 0.712545 loss_bbox: 0.109364 loss_giou: 0.507577 loss_class_aux: 4.468379 loss_bbox_aux: 0.697591 loss_giou_aux: 3.172048 loss_class_dn: 0.352786 loss_bbox_dn: 0.102656 loss_giou_dn: 0.373536 loss_class_aux_dn: 1.922493 loss_bbox_aux_dn: 0.641601 loss_giou_aux_dn: 2.168256 loss: 15.568141 eta: 35 days, 5:34:42 batch_cost: 0.9538 data_cost: 0.0229 ips: 8.3875 images/s [07/25 22:29:43] ppdet.engine INFO: Epoch: [9] [15400/54024] learning_rate: 0.000100 loss_class: 0.716100 loss_bbox: 0.114294 loss_giou: 0.503136 loss_class_aux: 4.384436 loss_bbox_aux: 0.733764 loss_giou_aux: 3.180431 loss_class_dn: 0.359036 loss_bbox_dn: 0.105799 loss_giou_dn: 0.395833 loss_class_aux_dn: 1.929207 loss_bbox_aux_dn: 0.676835 loss_giou_aux_dn: 2.232149 loss: 15.589190 eta: 35 days, 5:44:01 batch_cost: 1.0315 data_cost: 0.1417 ips: 7.7560 images/s [07/25 22:31:09] ppdet.engine INFO: Epoch: [9] [15500/54024] learning_rate: 0.000100 loss_class: 0.679976 loss_bbox: 0.110492 loss_giou: 0.473217 loss_class_aux: 4.174655 loss_bbox_aux: 0.705055 loss_giou_aux: 3.000678 loss_class_dn: 0.345085 loss_bbox_dn: 0.102589 loss_giou_dn: 0.365917 loss_class_aux_dn: 1.833564 loss_bbox_aux_dn: 0.659710 loss_giou_aux_dn: 2.072968 loss: 15.289882 eta: 35 days, 5:35:24 batch_cost: 0.8109 data_cost: 0.0225 ips: 9.8659 images/s [07/25 22:32:52] ppdet.engine INFO: Epoch: [9] [15600/54024] learning_rate: 0.000100 loss_class: 0.677239 loss_bbox: 0.112532 loss_giou: 0.526483 loss_class_aux: 4.243430 loss_bbox_aux: 0.716896 loss_giou_aux: 3.285318 loss_class_dn: 0.355382 loss_bbox_dn: 0.104824 loss_giou_dn: 0.401713 loss_class_aux_dn: 1.913126 loss_bbox_aux_dn: 0.640126 loss_giou_aux_dn: 2.308715 loss: 15.190697 eta: 35 days, 5:40:29 batch_cost: 0.9798 data_cost: 0.0681 ips: 8.1648 images/s [07/25 22:34:31] ppdet.engine INFO: Epoch: [9] [15700/54024] learning_rate: 0.000100 loss_class: 0.681405 loss_bbox: 0.114207 loss_giou: 0.460660 loss_class_aux: 4.261900 loss_bbox_aux: 0.743542 loss_giou_aux: 2.888385 loss_class_dn: 0.332321 loss_bbox_dn: 0.098185 loss_giou_dn: 0.346963 loss_class_aux_dn: 1.802734 loss_bbox_aux_dn: 0.620125 loss_giou_aux_dn: 1.964879 loss: 14.583115 eta: 35 days, 5:42:43 batch_cost: 0.9446 data_cost: 0.0197 ips: 8.4688 images/s [07/25 22:36:11] ppdet.engine INFO: Epoch: [9] [15800/54024] learning_rate: 0.000100 loss_class: 0.670040 loss_bbox: 0.114810 loss_giou: 0.447369 loss_class_aux: 4.094969 loss_bbox_aux: 0.744177 loss_giou_aux: 2.820192 loss_class_dn: 0.331532 loss_bbox_dn: 0.099761 loss_giou_dn: 0.352563 loss_class_aux_dn: 1.819841 loss_bbox_aux_dn: 0.604136 loss_giou_aux_dn: 2.010626 loss: 14.278145 eta: 35 days, 5:45:15 batch_cost: 0.9486 data_cost: 0.0190 ips: 8.4339 images/s [07/25 22:37:48] ppdet.engine INFO: Epoch: [9] [15900/54024] learning_rate: 0.000100 loss_class: 0.674437 loss_bbox: 0.108846 loss_giou: 0.466980 loss_class_aux: 4.266855 loss_bbox_aux: 0.733392 loss_giou_aux: 2.937229 loss_class_dn: 0.325579 loss_bbox_dn: 0.106881 loss_giou_dn: 0.351915 loss_class_aux_dn: 1.780723 loss_bbox_aux_dn: 0.645495 loss_giou_aux_dn: 2.060954 loss: 14.653423 eta: 35 days, 5:45:23 batch_cost: 0.9189 data_cost: 0.0010 ips: 8.7056 images/s [07/25 22:39:21] ppdet.engine INFO: Epoch: [9] [16000/54024] learning_rate: 0.000100 loss_class: 0.698893 loss_bbox: 0.104015 loss_giou: 0.483688 loss_class_aux: 4.370011 loss_bbox_aux: 0.693870 loss_giou_aux: 3.041701 loss_class_dn: 0.340700 loss_bbox_dn: 0.099723 loss_giou_dn: 0.366701 loss_class_aux_dn: 1.843228 loss_bbox_aux_dn: 0.620206 loss_giou_aux_dn: 2.095480 loss: 14.891001 eta: 35 days, 5:43:07 batch_cost: 0.8892 data_cost: 0.0010 ips: 8.9964 images/s [07/25 22:40:49] ppdet.engine INFO: Epoch: [9] [16100/54024] learning_rate: 0.000100 loss_class: 0.746533 loss_bbox: 0.112010 loss_giou: 0.490043 loss_class_aux: 4.658664 loss_bbox_aux: 0.727800 loss_giou_aux: 3.169574 loss_class_dn: 0.365167 loss_bbox_dn: 0.117110 loss_giou_dn: 0.382691 loss_class_aux_dn: 2.005966 loss_bbox_aux_dn: 0.706941 loss_giou_aux_dn: 2.186688 loss: 16.025205 eta: 35 days, 5:35:43 batch_cost: 0.8254 data_cost: 0.0252 ips: 9.6920 images/s [07/25 22:42:17] ppdet.engine INFO: Epoch: [9] [16200/54024] learning_rate: 0.000100 loss_class: 0.734996 loss_bbox: 0.106143 loss_giou: 0.495046 loss_class_aux: 4.426698 loss_bbox_aux: 0.703335 loss_giou_aux: 3.112782 loss_class_dn: 0.342761 loss_bbox_dn: 0.099232 loss_giou_dn: 0.371604 loss_class_aux_dn: 1.842826 loss_bbox_aux_dn: 0.602122 loss_giou_aux_dn: 2.085989 loss: 14.889915 eta: 35 days, 5:28:32 batch_cost: 0.8279 data_cost: 0.0207 ips: 9.6631 images/s [07/25 22:43:43] ppdet.engine INFO: Epoch: [9] [16300/54024] learning_rate: 0.000100 loss_class: 0.700814 loss_bbox: 0.109807 loss_giou: 0.514741 loss_class_aux: 4.323474 loss_bbox_aux: 0.712241 loss_giou_aux: 3.222407 loss_class_dn: 0.360985 loss_bbox_dn: 0.101138 loss_giou_dn: 0.395603 loss_class_aux_dn: 1.946457 loss_bbox_aux_dn: 0.635489 loss_giou_aux_dn: 2.261324 loss: 15.960734 eta: 35 days, 5:20:23 batch_cost: 0.8157 data_cost: 0.0119 ips: 9.8074 images/s [07/25 22:45:10] ppdet.engine INFO: Epoch: [9] [16400/54024] learning_rate: 0.000100 loss_class: 0.739999 loss_bbox: 0.113719 loss_giou: 0.508145 loss_class_aux: 4.534736 loss_bbox_aux: 0.749276 loss_giou_aux: 3.208052 loss_class_dn: 0.372215 loss_bbox_dn: 0.096066 loss_giou_dn: 0.397640 loss_class_aux_dn: 1.982334 loss_bbox_aux_dn: 0.614099 loss_giou_aux_dn: 2.267926 loss: 15.975123 eta: 35 days, 5:13:32 batch_cost: 0.8317 data_cost: 0.0009 ips: 9.6190 images/s [07/25 22:46:33] ppdet.engine INFO: Epoch: [9] [16500/54024] learning_rate: 0.000100 loss_class: 0.678954 loss_bbox: 0.105893 loss_giou: 0.492412 loss_class_aux: 4.216455 loss_bbox_aux: 0.698217 loss_giou_aux: 3.025873 loss_class_dn: 0.345458 loss_bbox_dn: 0.102290 loss_giou_dn: 0.381568 loss_class_aux_dn: 1.862934 loss_bbox_aux_dn: 0.627551 loss_giou_aux_dn: 2.173448 loss: 15.031602 eta: 35 days, 5:02:19 batch_cost: 0.7770 data_cost: 0.0009 ips: 10.2960 images/s [07/25 22:48:14] ppdet.engine INFO: Epoch: [9] [16600/54024] learning_rate: 0.000100 loss_class: 0.668789 loss_bbox: 0.108817 loss_giou: 0.469506 loss_class_aux: 4.182237 loss_bbox_aux: 0.704888 loss_giou_aux: 2.941434 loss_class_dn: 0.336031 loss_bbox_dn: 0.110429 loss_giou_dn: 0.365145 loss_class_aux_dn: 1.817737 loss_bbox_aux_dn: 0.686645 loss_giou_aux_dn: 2.072722 loss: 14.860804 eta: 35 days, 5:06:09 batch_cost: 0.9649 data_cost: 0.0013 ips: 8.2910 images/s [07/25 22:49:40] ppdet.engine INFO: Epoch: [9] [16700/54024] learning_rate: 0.000100 loss_class: 0.729706 loss_bbox: 0.107284 loss_giou: 0.506005 loss_class_aux: 4.423448 loss_bbox_aux: 0.706635 loss_giou_aux: 3.194658 loss_class_dn: 0.356507 loss_bbox_dn: 0.100755 loss_giou_dn: 0.372008 loss_class_aux_dn: 1.893164 loss_bbox_aux_dn: 0.621491 loss_giou_aux_dn: 2.121069 loss: 15.359715 eta: 35 days, 4:57:50 batch_cost: 0.8127 data_cost: 0.0117 ips: 9.8441 images/s [07/25 22:51:28] ppdet.engine INFO: Epoch: [9] [16800/54024] learning_rate: 0.000100 loss_class: 0.668916 loss_bbox: 0.107234 loss_giou: 0.441786 loss_class_aux: 4.111025 loss_bbox_aux: 0.717206 loss_giou_aux: 2.804039 loss_class_dn: 0.341623 loss_bbox_dn: 0.100855 loss_giou_dn: 0.368226 loss_class_aux_dn: 1.824344 loss_bbox_aux_dn: 0.620885 loss_giou_aux_dn: 2.083083 loss: 15.068885 eta: 35 days, 5:06:58 batch_cost: 1.0315 data_cost: 0.1006 ips: 7.7555 images/s [07/25 22:52:59] ppdet.engine INFO: Epoch: [9] [16900/54024] learning_rate: 0.000100 loss_class: 0.674977 loss_bbox: 0.099256 loss_giou: 0.495707 loss_class_aux: 4.203953 loss_bbox_aux: 0.661529 loss_giou_aux: 3.097347 loss_class_dn: 0.345762 loss_bbox_dn: 0.093279 loss_giou_dn: 0.377077 loss_class_aux_dn: 1.871996 loss_bbox_aux_dn: 0.564342 loss_giou_aux_dn: 2.128687 loss: 14.832557 eta: 35 days, 5:02:27 batch_cost: 0.8604 data_cost: 0.0010 ips: 9.2981 images/s [07/25 22:54:27] ppdet.engine INFO: Epoch: [9] [17000/54024] learning_rate: 0.000100 loss_class: 0.707579 loss_bbox: 0.117783 loss_giou: 0.528930 loss_class_aux: 4.328213 loss_bbox_aux: 0.763038 loss_giou_aux: 3.316758 loss_class_dn: 0.362400 loss_bbox_dn: 0.104240 loss_giou_dn: 0.402800 loss_class_aux_dn: 1.955906 loss_bbox_aux_dn: 0.656659 loss_giou_aux_dn: 2.326400 loss: 15.735018 eta: 35 days, 4:55:39 batch_cost: 0.8317 data_cost: 0.0174 ips: 9.6186 images/s [07/25 22:56:04] ppdet.engine INFO: Epoch: [9] [17100/54024] learning_rate: 0.000100 loss_class: 0.677855 loss_bbox: 0.105005 loss_giou: 0.469595 loss_class_aux: 4.179669 loss_bbox_aux: 0.694953 loss_giou_aux: 2.984502 loss_class_dn: 0.331475 loss_bbox_dn: 0.098881 loss_giou_dn: 0.365502 loss_class_aux_dn: 1.800244 loss_bbox_aux_dn: 0.608972 loss_giou_aux_dn: 2.081896 loss: 14.426804 eta: 35 days, 4:55:59 batch_cost: 0.9212 data_cost: 0.0012 ips: 8.6848 images/s [07/25 22:57:33] ppdet.engine INFO: Epoch: [9] [17200/54024] learning_rate: 0.000100 loss_class: 0.712983 loss_bbox: 0.111780 loss_giou: 0.512965 loss_class_aux: 4.447018 loss_bbox_aux: 0.727768 loss_giou_aux: 3.198913 loss_class_dn: 0.353439 loss_bbox_dn: 0.105271 loss_giou_dn: 0.392411 loss_class_aux_dn: 1.900081 loss_bbox_aux_dn: 0.648854 loss_giou_aux_dn: 2.211708 loss: 15.131311 eta: 35 days, 4:50:19 batch_cost: 0.8457 data_cost: 0.0010 ips: 9.4598 images/s [07/25 22:59:06] ppdet.engine INFO: Epoch: [9] [17300/54024] learning_rate: 0.000100 loss_class: 0.717806 loss_bbox: 0.107775 loss_giou: 0.508350 loss_class_aux: 4.490587 loss_bbox_aux: 0.707165 loss_giou_aux: 3.185427 loss_class_dn: 0.353554 loss_bbox_dn: 0.099356 loss_giou_dn: 0.397153 loss_class_aux_dn: 1.924253 loss_bbox_aux_dn: 0.605868 loss_giou_aux_dn: 2.295167 loss: 15.673122 eta: 35 days, 4:47:11 batch_cost: 0.8774 data_cost: 0.0102 ips: 9.1182 images/s [07/25 23:00:38] ppdet.engine INFO: Epoch: [9] [17400/54024] learning_rate: 0.000100 loss_class: 0.684180 loss_bbox: 0.105536 loss_giou: 0.492504 loss_class_aux: 4.227622 loss_bbox_aux: 0.703113 loss_giou_aux: 3.105651 loss_class_dn: 0.342177 loss_bbox_dn: 0.098197 loss_giou_dn: 0.379655 loss_class_aux_dn: 1.848985 loss_bbox_aux_dn: 0.603253 loss_giou_aux_dn: 2.154238 loss: 15.067522 eta: 35 days, 4:43:24 batch_cost: 0.8691 data_cost: 0.0574 ips: 9.2045 images/s [07/25 23:02:06] ppdet.engine INFO: Epoch: [9] [17500/54024] learning_rate: 0.000100 loss_class: 0.676993 loss_bbox: 0.109346 loss_giou: 0.502024 loss_class_aux: 4.220530 loss_bbox_aux: 0.734296 loss_giou_aux: 3.124280 loss_class_dn: 0.352159 loss_bbox_dn: 0.107479 loss_giou_dn: 0.368316 loss_class_aux_dn: 1.881948 loss_bbox_aux_dn: 0.663537 loss_giou_aux_dn: 2.119416 loss: 15.146135 eta: 35 days, 4:37:02 batch_cost: 0.8364 data_cost: 0.0087 ips: 9.5649 images/s [07/25 23:03:35] ppdet.engine INFO: Epoch: [9] [17600/54024] learning_rate: 0.000100 loss_class: 0.721703 loss_bbox: 0.119140 loss_giou: 0.552812 loss_class_aux: 4.440685 loss_bbox_aux: 0.774138 loss_giou_aux: 3.396603 loss_class_dn: 0.358829 loss_bbox_dn: 0.106027 loss_giou_dn: 0.417753 loss_class_aux_dn: 1.959459 loss_bbox_aux_dn: 0.651650 loss_giou_aux_dn: 2.371523 loss: 16.276705 eta: 35 days, 4:31:17 batch_cost: 0.8441 data_cost: 0.0010 ips: 9.4770 images/s [07/25 23:05:05] ppdet.engine INFO: Epoch: [9] [17700/54024] learning_rate: 0.000100 loss_class: 0.668543 loss_bbox: 0.104729 loss_giou: 0.463046 loss_class_aux: 4.135357 loss_bbox_aux: 0.704413 loss_giou_aux: 2.940649 loss_class_dn: 0.335574 loss_bbox_dn: 0.096804 loss_giou_dn: 0.354772 loss_class_aux_dn: 1.811488 loss_bbox_aux_dn: 0.599101 loss_giou_aux_dn: 2.024778 loss: 14.278814 eta: 35 days, 4:26:03 batch_cost: 0.8503 data_cost: 0.0415 ips: 9.4090 images/s [07/25 23:06:38] ppdet.engine INFO: Epoch: [9] [17800/54024] learning_rate: 0.000100 loss_class: 0.664518 loss_bbox: 0.106491 loss_giou: 0.463784 loss_class_aux: 4.130488 loss_bbox_aux: 0.716512 loss_giou_aux: 2.912190 loss_class_dn: 0.345592 loss_bbox_dn: 0.105373 loss_giou_dn: 0.357720 loss_class_aux_dn: 1.858539 loss_bbox_aux_dn: 0.656069 loss_giou_aux_dn: 2.061605 loss: 14.642829 eta: 35 days, 4:23:04 batch_cost: 0.8789 data_cost: 0.0148 ips: 9.1018 images/s [07/25 23:08:04] ppdet.engine INFO: Epoch: [9] [17900/54024] learning_rate: 0.000100 loss_class: 0.668227 loss_bbox: 0.110953 loss_giou: 0.471377 loss_class_aux: 4.110797 loss_bbox_aux: 0.734568 loss_giou_aux: 3.021577 loss_class_dn: 0.333250 loss_bbox_dn: 0.098124 loss_giou_dn: 0.354078 loss_class_aux_dn: 1.789658 loss_bbox_aux_dn: 0.604073 loss_giou_aux_dn: 2.045721 loss: 14.428462 eta: 35 days, 4:15:09 batch_cost: 0.8160 data_cost: 0.0221 ips: 9.8039 images/s [07/25 23:09:40] ppdet.engine INFO: Epoch: [9] [18000/54024] learning_rate: 0.000100 loss_class: 0.705421 loss_bbox: 0.110805 loss_giou: 0.515458 loss_class_aux: 4.329355 loss_bbox_aux: 0.739389 loss_giou_aux: 3.257882 loss_class_dn: 0.349746 loss_bbox_dn: 0.106033 loss_giou_dn: 0.403024 loss_class_aux_dn: 1.891835 loss_bbox_aux_dn: 0.662898 loss_giou_aux_dn: 2.304698 loss: 15.171071 eta: 35 days, 4:14:13 batch_cost: 0.9049 data_cost: 0.0535 ips: 8.8403 images/s [07/25 23:11:07] ppdet.engine INFO: Epoch: [9] [18100/54024] learning_rate: 0.000100 loss_class: 0.745168 loss_bbox: 0.113190 loss_giou: 0.551257 loss_class_aux: 4.619781 loss_bbox_aux: 0.751027 loss_giou_aux: 3.454951 loss_class_dn: 0.376053 loss_bbox_dn: 0.106055 loss_giou_dn: 0.414823 loss_class_aux_dn: 2.020286 loss_bbox_aux_dn: 0.654454 loss_giou_aux_dn: 2.336954 loss: 16.571846 eta: 35 days, 4:06:55 batch_cost: 0.8235 data_cost: 0.0335 ips: 9.7143 images/s [07/25 23:12:35] ppdet.engine INFO: Epoch: [9] [18200/54024] learning_rate: 0.000100 loss_class: 0.721094 loss_bbox: 0.114516 loss_giou: 0.485014 loss_class_aux: 4.444697 loss_bbox_aux: 0.752710 loss_giou_aux: 2.999002 loss_class_dn: 0.361053 loss_bbox_dn: 0.111481 loss_giou_dn: 0.387653 loss_class_aux_dn: 1.957063 loss_bbox_aux_dn: 0.666865 loss_giou_aux_dn: 2.218824 loss: 15.705436 eta: 35 days, 4:00:17 batch_cost: 0.8319 data_cost: 0.0216 ips: 9.6164 images/s [07/25 23:14:12] ppdet.engine INFO: Epoch: [9] [18300/54024] learning_rate: 0.000100 loss_class: 0.687752 loss_bbox: 0.106571 loss_giou: 0.518073 loss_class_aux: 4.244419 loss_bbox_aux: 0.725152 loss_giou_aux: 3.228439 loss_class_dn: 0.344262 loss_bbox_dn: 0.104123 loss_giou_dn: 0.396627 loss_class_aux_dn: 1.825998 loss_bbox_aux_dn: 0.651911 loss_giou_aux_dn: 2.241603 loss: 15.588034 eta: 35 days, 4:00:54 batch_cost: 0.9246 data_cost: 0.0362 ips: 8.6519 images/s [07/25 23:15:42] ppdet.engine INFO: Epoch: [9] [18400/54024] learning_rate: 0.000100 loss_class: 0.695403 loss_bbox: 0.111318 loss_giou: 0.508346 loss_class_aux: 4.278035 loss_bbox_aux: 0.715722 loss_giou_aux: 3.193860 loss_class_dn: 0.353614 loss_bbox_dn: 0.095078 loss_giou_dn: 0.378652 loss_class_aux_dn: 1.879050 loss_bbox_aux_dn: 0.594790 loss_giou_aux_dn: 2.193140 loss: 15.604150 eta: 35 days, 3:55:48 batch_cost: 0.8513 data_cost: 0.0055 ips: 9.3977 images/s [07/25 23:17:17] ppdet.engine INFO: Epoch: [9] [18500/54024] learning_rate: 0.000100 loss_class: 0.675865 loss_bbox: 0.111731 loss_giou: 0.495056 loss_class_aux: 4.236600 loss_bbox_aux: 0.717923 loss_giou_aux: 3.124231 loss_class_dn: 0.347469 loss_bbox_dn: 0.100914 loss_giou_dn: 0.376276 loss_class_aux_dn: 1.891198 loss_bbox_aux_dn: 0.623503 loss_giou_aux_dn: 2.174681 loss: 14.883729 eta: 35 days, 3:54:13 batch_cost: 0.8964 data_cost: 0.0010 ips: 8.9244 images/s [07/25 23:18:55] ppdet.engine INFO: Epoch: [9] [18600/54024] learning_rate: 0.000100 loss_class: 0.680423 loss_bbox: 0.115329 loss_giou: 0.497929 loss_class_aux: 4.214321 loss_bbox_aux: 0.755135 loss_giou_aux: 3.141371 loss_class_dn: 0.341735 loss_bbox_dn: 0.098235 loss_giou_dn: 0.388695 loss_class_aux_dn: 1.860490 loss_bbox_aux_dn: 0.611012 loss_giou_aux_dn: 2.208115 loss: 15.227645 eta: 35 days, 3:55:14 batch_cost: 0.9298 data_cost: 0.0321 ips: 8.6037 images/s [07/25 23:20:25] ppdet.engine INFO: Epoch: [9] [18700/54024] learning_rate: 0.000100 loss_class: 0.707003 loss_bbox: 0.110447 loss_giou: 0.500718 loss_class_aux: 4.432113 loss_bbox_aux: 0.720772 loss_giou_aux: 3.139930 loss_class_dn: 0.335836 loss_bbox_dn: 0.100291 loss_giou_dn: 0.371199 loss_class_aux_dn: 1.858421 loss_bbox_aux_dn: 0.628179 loss_giou_aux_dn: 2.126686 loss: 14.899868 eta: 35 days, 3:50:04 batch_cost: 0.8501 data_cost: 0.0264 ips: 9.4111 images/s [07/25 23:21:59] ppdet.engine INFO: Epoch: [9] [18800/54024] learning_rate: 0.000100 loss_class: 0.705008 loss_bbox: 0.109033 loss_giou: 0.502035 loss_class_aux: 4.366075 loss_bbox_aux: 0.710286 loss_giou_aux: 3.223061 loss_class_dn: 0.356884 loss_bbox_dn: 0.104618 loss_giou_dn: 0.405522 loss_class_aux_dn: 1.927462 loss_bbox_aux_dn: 0.658812 loss_giou_aux_dn: 2.305925 loss: 15.506516 eta: 35 days, 3:48:06 batch_cost: 0.8915 data_cost: 0.0543 ips: 8.9736 images/s [07/25 23:23:38] ppdet.engine INFO: Epoch: [9] [18900/54024] learning_rate: 0.000100 loss_class: 0.671725 loss_bbox: 0.104434 loss_giou: 0.482635 loss_class_aux: 4.165774 loss_bbox_aux: 0.681970 loss_giou_aux: 3.018373 loss_class_dn: 0.342554 loss_bbox_dn: 0.099494 loss_giou_dn: 0.376508 loss_class_aux_dn: 1.829474 loss_bbox_aux_dn: 0.605085 loss_giou_aux_dn: 2.169975 loss: 15.154924 eta: 35 days, 3:49:52 batch_cost: 0.9396 data_cost: 0.0011 ips: 8.5144 images/s [07/25 23:25:17] ppdet.engine INFO: Epoch: [9] [19000/54024] learning_rate: 0.000100 loss_class: 0.691972 loss_bbox: 0.109393 loss_giou: 0.493192 loss_class_aux: 4.245924 loss_bbox_aux: 0.720335 loss_giou_aux: 3.047399 loss_class_dn: 0.340778 loss_bbox_dn: 0.101880 loss_giou_dn: 0.375580 loss_class_aux_dn: 1.850400 loss_bbox_aux_dn: 0.626457 loss_giou_aux_dn: 2.151566 loss: 15.199969 eta: 35 days, 3:51:44 batch_cost: 0.9410 data_cost: 0.0134 ips: 8.5015 images/s [07/25 23:27:08] ppdet.engine INFO: Epoch: [9] [19100/54024] learning_rate: 0.000100 loss_class: 0.679025 loss_bbox: 0.110089 loss_giou: 0.509708 loss_class_aux: 4.161699 loss_bbox_aux: 0.742099 loss_giou_aux: 3.194785 loss_class_dn: 0.355209 loss_bbox_dn: 0.100685 loss_giou_dn: 0.397048 loss_class_aux_dn: 1.925687 loss_bbox_aux_dn: 0.624302 loss_giou_aux_dn: 2.228716 loss: 15.050280 eta: 35 days, 4:03:11 batch_cost: 1.0656 data_cost: 0.2216 ips: 7.5077 images/s [07/25 23:28:48] ppdet.engine INFO: Epoch: [9] [19200/54024] learning_rate: 0.000100 loss_class: 0.649908 loss_bbox: 0.105316 loss_giou: 0.453775 loss_class_aux: 3.987478 loss_bbox_aux: 0.685346 loss_giou_aux: 2.848626 loss_class_dn: 0.334033 loss_bbox_dn: 0.095409 loss_giou_dn: 0.352515 loss_class_aux_dn: 1.782444 loss_bbox_aux_dn: 0.597903 loss_giou_aux_dn: 2.049863 loss: 14.821288 eta: 35 days, 4:06:00 batch_cost: 0.9537 data_cost: 0.0161 ips: 8.3885 images/s [07/25 23:30:13] ppdet.engine INFO: Epoch: [9] [19300/54024] learning_rate: 0.000100 loss_class: 0.673606 loss_bbox: 0.118711 loss_giou: 0.470622 loss_class_aux: 4.161438 loss_bbox_aux: 0.758684 loss_giou_aux: 2.975925 loss_class_dn: 0.345766 loss_bbox_dn: 0.109924 loss_giou_dn: 0.374772 loss_class_aux_dn: 1.870711 loss_bbox_aux_dn: 0.674132 loss_giou_aux_dn: 2.095981 loss: 15.130519 eta: 35 days, 3:57:06 batch_cost: 0.8016 data_cost: 0.0012 ips: 9.9799 images/s [07/25 23:31:53] ppdet.engine INFO: Epoch: [9] [19400/54024] learning_rate: 0.000100 loss_class: 0.728323 loss_bbox: 0.112272 loss_giou: 0.515022 loss_class_aux: 4.549863 loss_bbox_aux: 0.721675 loss_giou_aux: 3.236421 loss_class_dn: 0.365348 loss_bbox_dn: 0.100324 loss_giou_dn: 0.390811 loss_class_aux_dn: 1.982800 loss_bbox_aux_dn: 0.626112 loss_giou_aux_dn: 2.245385 loss: 15.618401 eta: 35 days, 3:59:49 batch_cost: 0.9528 data_cost: 0.1375 ips: 8.3963 images/s [07/25 23:33:29] ppdet.engine INFO: Epoch: [9] [19500/54024] learning_rate: 0.000100 loss_class: 0.740095 loss_bbox: 0.112931 loss_giou: 0.489612 loss_class_aux: 4.626745 loss_bbox_aux: 0.759819 loss_giou_aux: 3.059011 loss_class_dn: 0.369002 loss_bbox_dn: 0.109719 loss_giou_dn: 0.387503 loss_class_aux_dn: 1.983145 loss_bbox_aux_dn: 0.670496 loss_giou_aux_dn: 2.249480 loss: 16.168685 eta: 35 days, 3:59:18 batch_cost: 0.9105 data_cost: 0.0787 ips: 8.7860 images/s [07/25 23:35:10] ppdet.engine INFO: Epoch: [9] [19600/54024] learning_rate: 0.000100 loss_class: 0.695715 loss_bbox: 0.108733 loss_giou: 0.481883 loss_class_aux: 4.363746 loss_bbox_aux: 0.704463 loss_giou_aux: 3.012666 loss_class_dn: 0.344550 loss_bbox_dn: 0.099998 loss_giou_dn: 0.364756 loss_class_aux_dn: 1.867088 loss_bbox_aux_dn: 0.627983 loss_giou_aux_dn: 2.076228 loss: 14.952236 eta: 35 days, 4:02:58 batch_cost: 0.9652 data_cost: 0.0010 ips: 8.2885 images/s [07/25 23:36:52] ppdet.engine INFO: Epoch: [9] [19700/54024] learning_rate: 0.000100 loss_class: 0.693675 loss_bbox: 0.112684 loss_giou: 0.469766 loss_class_aux: 4.295911 loss_bbox_aux: 0.726412 loss_giou_aux: 2.987833 loss_class_dn: 0.338327 loss_bbox_dn: 0.103092 loss_giou_dn: 0.369593 loss_class_aux_dn: 1.823651 loss_bbox_aux_dn: 0.635491 loss_giou_aux_dn: 2.103650 loss: 14.960565 eta: 35 days, 4:07:05 batch_cost: 0.9714 data_cost: 0.0382 ips: 8.2356 images/s [07/25 23:38:41] ppdet.engine INFO: Epoch: [9] [19800/54024] learning_rate: 0.000100 loss_class: 0.694825 loss_bbox: 0.110541 loss_giou: 0.479529 loss_class_aux: 4.347232 loss_bbox_aux: 0.728636 loss_giou_aux: 3.002650 loss_class_dn: 0.347891 loss_bbox_dn: 0.102665 loss_giou_dn: 0.371895 loss_class_aux_dn: 1.875935 loss_bbox_aux_dn: 0.639083 loss_giou_aux_dn: 2.128957 loss: 15.161667 eta: 35 days, 4:16:41 batch_cost: 1.0432 data_cost: 0.0321 ips: 7.6687 images/s [07/25 23:40:06] ppdet.engine INFO: Epoch: [9] [19900/54024] learning_rate: 0.000100 loss_class: 0.715442 loss_bbox: 0.108874 loss_giou: 0.488140 loss_class_aux: 4.414122 loss_bbox_aux: 0.734404 loss_giou_aux: 3.051871 loss_class_dn: 0.357814 loss_bbox_dn: 0.108130 loss_giou_dn: 0.372069 loss_class_aux_dn: 1.946488 loss_bbox_aux_dn: 0.681006 loss_giou_aux_dn: 2.137771 loss: 15.503239 eta: 35 days, 4:07:01 batch_cost: 0.7912 data_cost: 0.0010 ips: 10.1111 images/s [07/25 23:41:54] ppdet.engine INFO: Epoch: [9] [20000/54024] learning_rate: 0.000100 loss_class: 0.693248 loss_bbox: 0.107076 loss_giou: 0.475904 loss_class_aux: 4.355939 loss_bbox_aux: 0.681694 loss_giou_aux: 2.902200 loss_class_dn: 0.343671 loss_bbox_dn: 0.093378 loss_giou_dn: 0.368264 loss_class_aux_dn: 1.846870 loss_bbox_aux_dn: 0.563800 loss_giou_aux_dn: 2.111559 loss: 14.794453 eta: 35 days, 4:16:12 batch_cost: 1.0383 data_cost: 0.1544 ips: 7.7052 images/s [07/25 23:43:31] ppdet.engine INFO: Epoch: [9] [20100/54024] learning_rate: 0.000100 loss_class: 0.695379 loss_bbox: 0.101582 loss_giou: 0.484889 loss_class_aux: 4.277351 loss_bbox_aux: 0.649660 loss_giou_aux: 3.003562 loss_class_dn: 0.344442 loss_bbox_dn: 0.100630 loss_giou_dn: 0.383481 loss_class_aux_dn: 1.853996 loss_bbox_aux_dn: 0.621033 loss_giou_aux_dn: 2.170080 loss: 15.142594 eta: 35 days, 4:16:36 batch_cost: 0.9232 data_cost: 0.0118 ips: 8.6651 images/s [07/25 23:45:08] ppdet.engine INFO: Epoch: [9] [20200/54024] learning_rate: 0.000100 loss_class: 0.663295 loss_bbox: 0.108739 loss_giou: 0.455569 loss_class_aux: 4.155756 loss_bbox_aux: 0.719425 loss_giou_aux: 2.887497 loss_class_dn: 0.332892 loss_bbox_dn: 0.101410 loss_giou_dn: 0.357529 loss_class_aux_dn: 1.813935 loss_bbox_aux_dn: 0.652305 loss_giou_aux_dn: 2.043832 loss: 14.560401 eta: 35 days, 4:16:56 batch_cost: 0.9225 data_cost: 0.0695 ips: 8.6721 images/s [07/25 23:46:52] ppdet.engine INFO: Epoch: [9] [20300/54024] learning_rate: 0.000100 loss_class: 0.682765 loss_bbox: 0.111552 loss_giou: 0.506682 loss_class_aux: 4.218051 loss_bbox_aux: 0.709972 loss_giou_aux: 3.127723 loss_class_dn: 0.337835 loss_bbox_dn: 0.098205 loss_giou_dn: 0.377442 loss_class_aux_dn: 1.812523 loss_bbox_aux_dn: 0.596724 loss_giou_aux_dn: 2.143468 loss: 14.622753 eta: 35 days, 4:21:59 batch_cost: 0.9846 data_cost: 0.0780 ips: 8.1254 images/s [07/25 23:48:25] ppdet.engine INFO: Epoch: [9] [20400/54024] learning_rate: 0.000100 loss_class: 0.731907 loss_bbox: 0.113738 loss_giou: 0.512016 loss_class_aux: 4.470292 loss_bbox_aux: 0.735923 loss_giou_aux: 3.213299 loss_class_dn: 0.363011 loss_bbox_dn: 0.107860 loss_giou_dn: 0.397528 loss_class_aux_dn: 1.968081 loss_bbox_aux_dn: 0.645812 loss_giou_aux_dn: 2.269534 loss: 15.761392 eta: 35 days, 4:19:27 batch_cost: 0.8848 data_cost: 0.0031 ips: 9.0418 images/s [07/25 23:49:58] ppdet.engine INFO: Epoch: [9] [20500/54024] learning_rate: 0.000100 loss_class: 0.649586 loss_bbox: 0.107209 loss_giou: 0.482506 loss_class_aux: 4.108137 loss_bbox_aux: 0.692299 loss_giou_aux: 2.993368 loss_class_dn: 0.337967 loss_bbox_dn: 0.093449 loss_giou_dn: 0.365352 loss_class_aux_dn: 1.845412 loss_bbox_aux_dn: 0.583580 loss_giou_aux_dn: 2.083957 loss: 14.679833 eta: 35 days, 4:16:21 batch_cost: 0.8774 data_cost: 0.0010 ips: 9.1174 images/s [07/25 23:51:36] ppdet.engine INFO: Epoch: [9] [20600/54024] learning_rate: 0.000100 loss_class: 0.717985 loss_bbox: 0.110964 loss_giou: 0.505394 loss_class_aux: 4.527735 loss_bbox_aux: 0.705864 loss_giou_aux: 3.161643 loss_class_dn: 0.362509 loss_bbox_dn: 0.106392 loss_giou_dn: 0.387071 loss_class_aux_dn: 1.946571 loss_bbox_aux_dn: 0.671229 loss_giou_aux_dn: 2.223795 loss: 15.507761 eta: 35 days, 4:17:48 batch_cost: 0.9373 data_cost: 0.0010 ips: 8.5352 images/s [07/25 23:53:06] ppdet.engine INFO: Epoch: [9] [20700/54024] learning_rate: 0.000100 loss_class: 0.673933 loss_bbox: 0.107836 loss_giou: 0.428703 loss_class_aux: 4.157744 loss_bbox_aux: 0.722086 loss_giou_aux: 2.666320 loss_class_dn: 0.329283 loss_bbox_dn: 0.109340 loss_giou_dn: 0.333888 loss_class_aux_dn: 1.770475 loss_bbox_aux_dn: 0.665361 loss_giou_aux_dn: 1.941633 loss: 14.272336 eta: 35 days, 4:12:56 batch_cost: 0.8539 data_cost: 0.0010 ips: 9.3687 images/s [07/25 23:54:43] ppdet.engine INFO: Epoch: [9] [20800/54024] learning_rate: 0.000100 loss_class: 0.702738 loss_bbox: 0.109346 loss_giou: 0.534882 loss_class_aux: 4.383581 loss_bbox_aux: 0.738286 loss_giou_aux: 3.302185 loss_class_dn: 0.341900 loss_bbox_dn: 0.099083 loss_giou_dn: 0.390796 loss_class_aux_dn: 1.879580 loss_bbox_aux_dn: 0.605773 loss_giou_aux_dn: 2.216741 loss: 15.447479 eta: 35 days, 4:13:09 batch_cost: 0.9210 data_cost: 0.0418 ips: 8.6860 images/s [07/25 23:56:18] ppdet.engine INFO: Epoch: [9] [20900/54024] learning_rate: 0.000100 loss_class: 0.678576 loss_bbox: 0.112420 loss_giou: 0.521919 loss_class_aux: 4.233592 loss_bbox_aux: 0.735334 loss_giou_aux: 3.203650 loss_class_dn: 0.347142 loss_bbox_dn: 0.108771 loss_giou_dn: 0.382247 loss_class_aux_dn: 1.853498 loss_bbox_aux_dn: 0.682589 loss_giou_aux_dn: 2.184319 loss: 15.231713 eta: 35 days, 4:12:00 batch_cost: 0.9032 data_cost: 0.0648 ips: 8.8571 images/s [07/25 23:57:49] ppdet.engine INFO: Epoch: [9] [21000/54024] learning_rate: 0.000100 loss_class: 0.741246 loss_bbox: 0.116378 loss_giou: 0.517435 loss_class_aux: 4.579868 loss_bbox_aux: 0.768286 loss_giou_aux: 3.256438 loss_class_dn: 0.365317 loss_bbox_dn: 0.110564 loss_giou_dn: 0.386426 loss_class_aux_dn: 1.943438 loss_bbox_aux_dn: 0.670979 loss_giou_aux_dn: 2.225098 loss: 16.042818 eta: 35 days, 4:07:30 batch_cost: 0.8585 data_cost: 0.0159 ips: 9.3184 images/s [07/25 23:59:19] ppdet.engine INFO: Epoch: [9] [21100/54024] learning_rate: 0.000100 loss_class: 0.685104 loss_bbox: 0.111792 loss_giou: 0.500528 loss_class_aux: 4.315825 loss_bbox_aux: 0.717839 loss_giou_aux: 3.201598 loss_class_dn: 0.331556 loss_bbox_dn: 0.102353 loss_giou_dn: 0.382459 loss_class_aux_dn: 1.794707 loss_bbox_aux_dn: 0.636299 loss_giou_aux_dn: 2.177919 loss: 14.680595 eta: 35 days, 4:03:08 batch_cost: 0.8600 data_cost: 0.0115 ips: 9.3025 images/s [07/26 00:00:51] ppdet.engine INFO: Epoch: [9] [21200/54024] learning_rate: 0.000100 loss_class: 0.689994 loss_bbox: 0.117101 loss_giou: 0.485621 loss_class_aux: 4.364870 loss_bbox_aux: 0.749835 loss_giou_aux: 2.953172 loss_class_dn: 0.336924 loss_bbox_dn: 0.112606 loss_giou_dn: 0.357695 loss_class_aux_dn: 1.838064 loss_bbox_aux_dn: 0.682339 loss_giou_aux_dn: 2.000673 loss: 14.969105 eta: 35 days, 3:59:33 batch_cost: 0.8706 data_cost: 0.0439 ips: 9.1893 images/s [07/26 00:02:17] ppdet.engine INFO: Epoch: [9] [21300/54024] learning_rate: 0.000100 loss_class: 0.673540 loss_bbox: 0.107474 loss_giou: 0.491043 loss_class_aux: 4.262572 loss_bbox_aux: 0.706212 loss_giou_aux: 3.075157 loss_class_dn: 0.348291 loss_bbox_dn: 0.105511 loss_giou_dn: 0.379896 loss_class_aux_dn: 1.868273 loss_bbox_aux_dn: 0.662903 loss_giou_aux_dn: 2.140452 loss: 14.927485 eta: 35 days, 3:51:04 batch_cost: 0.8051 data_cost: 0.0011 ips: 9.9369 images/s [07/26 00:03:49] ppdet.engine INFO: Epoch: [9] [21400/54024] learning_rate: 0.000100 loss_class: 0.720915 loss_bbox: 0.120144 loss_giou: 0.515574 loss_class_aux: 4.482740 loss_bbox_aux: 0.782299 loss_giou_aux: 3.229130 loss_class_dn: 0.346933 loss_bbox_dn: 0.112149 loss_giou_dn: 0.387868 loss_class_aux_dn: 1.877919 loss_bbox_aux_dn: 0.685471 loss_giou_aux_dn: 2.230387 loss: 15.775689 eta: 35 days, 3:47:40 batch_cost: 0.8726 data_cost: 0.0160 ips: 9.1680 images/s [07/26 00:05:40] ppdet.engine INFO: Epoch: [9] [21500/54024] learning_rate: 0.000100 loss_class: 0.657774 loss_bbox: 0.104946 loss_giou: 0.497203 loss_class_aux: 4.099696 loss_bbox_aux: 0.680979 loss_giou_aux: 3.127644 loss_class_dn: 0.333659 loss_bbox_dn: 0.095030 loss_giou_dn: 0.378804 loss_class_aux_dn: 1.803026 loss_bbox_aux_dn: 0.574219 loss_giou_aux_dn: 2.141715 loss: 15.026119 eta: 35 days, 3:58:14 batch_cost: 1.0598 data_cost: 0.0316 ips: 7.5484 images/s [07/26 00:07:28] ppdet.engine INFO: Epoch: [9] [21600/54024] learning_rate: 0.000100 loss_class: 0.682537 loss_bbox: 0.113638 loss_giou: 0.520901 loss_class_aux: 4.269011 loss_bbox_aux: 0.747730 loss_giou_aux: 3.211002 loss_class_dn: 0.351496 loss_bbox_dn: 0.105014 loss_giou_dn: 0.391262 loss_class_aux_dn: 1.881084 loss_bbox_aux_dn: 0.648630 loss_giou_aux_dn: 2.232549 loss: 15.528386 eta: 35 days, 4:06:24 batch_cost: 1.0279 data_cost: 0.0011 ips: 7.7826 images/s [07/26 00:09:27] ppdet.engine INFO: Epoch: [9] [21700/54024] learning_rate: 0.000100 loss_class: 0.673595 loss_bbox: 0.114065 loss_giou: 0.490892 loss_class_aux: 4.228651 loss_bbox_aux: 0.738092 loss_giou_aux: 3.056529 loss_class_dn: 0.358870 loss_bbox_dn: 0.101020 loss_giou_dn: 0.368975 loss_class_aux_dn: 1.910190 loss_bbox_aux_dn: 0.640508 loss_giou_aux_dn: 2.112916 loss: 15.652867 eta: 35 days, 4:22:43 batch_cost: 1.1381 data_cost: 0.0011 ips: 7.0294 images/s [07/26 00:11:15] ppdet.engine INFO: Epoch: [9] [21800/54024] learning_rate: 0.000100 loss_class: 0.709539 loss_bbox: 0.117077 loss_giou: 0.535041 loss_class_aux: 4.471211 loss_bbox_aux: 0.768988 loss_giou_aux: 3.342169 loss_class_dn: 0.368394 loss_bbox_dn: 0.103504 loss_giou_dn: 0.402169 loss_class_aux_dn: 1.961577 loss_bbox_aux_dn: 0.631344 loss_giou_aux_dn: 2.318018 loss: 15.971365 eta: 35 days, 4:31:13 batch_cost: 1.0333 data_cost: 0.0044 ips: 7.7423 images/s [07/26 00:12:59] ppdet.engine INFO: Epoch: [9] [21900/54024] learning_rate: 0.000100 loss_class: 0.656563 loss_bbox: 0.108921 loss_giou: 0.499449 loss_class_aux: 4.044570 loss_bbox_aux: 0.695182 loss_giou_aux: 3.109488 loss_class_dn: 0.339885 loss_bbox_dn: 0.098390 loss_giou_dn: 0.377952 loss_class_aux_dn: 1.839819 loss_bbox_aux_dn: 0.611013 loss_giou_aux_dn: 2.151664 loss: 14.651161 eta: 35 days, 4:36:23 batch_cost: 0.9888 data_cost: 0.0586 ips: 8.0906 images/s [07/26 00:14:31] ppdet.engine INFO: Epoch: [9] [22000/54024] learning_rate: 0.000100 loss_class: 0.679661 loss_bbox: 0.112432 loss_giou: 0.488775 loss_class_aux: 4.227443 loss_bbox_aux: 0.745392 loss_giou_aux: 3.066650 loss_class_dn: 0.335987 loss_bbox_dn: 0.108339 loss_giou_dn: 0.377061 loss_class_aux_dn: 1.825154 loss_bbox_aux_dn: 0.661858 loss_giou_aux_dn: 2.134186 loss: 15.065997 eta: 35 days, 4:32:51 batch_cost: 0.8717 data_cost: 0.0046 ips: 9.1772 images/s [07/26 00:16:07] ppdet.engine INFO: Epoch: [9] [22100/54024] learning_rate: 0.000100 loss_class: 0.694678 loss_bbox: 0.114598 loss_giou: 0.525499 loss_class_aux: 4.352957 loss_bbox_aux: 0.753578 loss_giou_aux: 3.237281 loss_class_dn: 0.352023 loss_bbox_dn: 0.106657 loss_giou_dn: 0.402768 loss_class_aux_dn: 1.882875 loss_bbox_aux_dn: 0.681748 loss_giou_aux_dn: 2.313636 loss: 15.692320 eta: 35 days, 4:32:25 batch_cost: 0.9135 data_cost: 0.0011 ips: 8.7578 images/s [07/26 00:17:36] ppdet.engine INFO: Epoch: [9] [22200/54024] learning_rate: 0.000100 loss_class: 0.689217 loss_bbox: 0.112846 loss_giou: 0.519547 loss_class_aux: 4.318397 loss_bbox_aux: 0.730820 loss_giou_aux: 3.289608 loss_class_dn: 0.345881 loss_bbox_dn: 0.102737 loss_giou_dn: 0.381649 loss_class_aux_dn: 1.862416 loss_bbox_aux_dn: 0.636699 loss_giou_aux_dn: 2.189168 loss: 15.068366 eta: 35 days, 4:25:53 batch_cost: 0.8311 data_cost: 0.0014 ips: 9.6253 images/s [07/26 00:19:12] ppdet.engine INFO: Epoch: [9] [22300/54024] learning_rate: 0.000100 loss_class: 0.693884 loss_bbox: 0.104948 loss_giou: 0.441511 loss_class_aux: 4.284775 loss_bbox_aux: 0.685202 loss_giou_aux: 2.774633 loss_class_dn: 0.322262 loss_bbox_dn: 0.104424 loss_giou_dn: 0.345711 loss_class_aux_dn: 1.770126 loss_bbox_aux_dn: 0.641013 loss_giou_aux_dn: 1.972132 loss: 14.034105 eta: 35 days, 4:25:20 batch_cost: 0.9117 data_cost: 0.0010 ips: 8.7746 images/s [07/26 00:21:02] ppdet.engine INFO: Epoch: [9] [22400/54024] learning_rate: 0.000100 loss_class: 0.649420 loss_bbox: 0.102747 loss_giou: 0.463747 loss_class_aux: 4.059256 loss_bbox_aux: 0.676001 loss_giou_aux: 2.926920 loss_class_dn: 0.331875 loss_bbox_dn: 0.102123 loss_giou_dn: 0.371341 loss_class_aux_dn: 1.785423 loss_bbox_aux_dn: 0.625045 loss_giou_aux_dn: 2.133528 loss: 14.614380 eta: 35 days, 4:34:48 batch_cost: 1.0477 data_cost: 0.0010 ips: 7.6355 images/s [07/26 00:22:35] ppdet.engine INFO: Epoch: [9] [22500/54024] learning_rate: 0.000100 loss_class: 0.749005 loss_bbox: 0.117729 loss_giou: 0.535167 loss_class_aux: 4.637685 loss_bbox_aux: 0.799990 loss_giou_aux: 3.348848 loss_class_dn: 0.368438 loss_bbox_dn: 0.113024 loss_giou_dn: 0.413900 loss_class_aux_dn: 2.006436 loss_bbox_aux_dn: 0.686036 loss_giou_aux_dn: 2.402079 loss: 16.513732 eta: 35 days, 4:32:33 batch_cost: 0.8891 data_cost: 0.0013 ips: 8.9982 images/s [07/26 00:24:06] ppdet.engine INFO: Epoch: [9] [22600/54024] learning_rate: 0.000100 loss_class: 0.688770 loss_bbox: 0.107118 loss_giou: 0.470731 loss_class_aux: 4.261941 loss_bbox_aux: 0.724472 loss_giou_aux: 2.955826 loss_class_dn: 0.335385 loss_bbox_dn: 0.099911 loss_giou_dn: 0.349331 loss_class_aux_dn: 1.813100 loss_bbox_aux_dn: 0.616515 loss_giou_aux_dn: 2.019743 loss: 14.863246 eta: 35 days, 4:27:42 batch_cost: 0.8539 data_cost: 0.0010 ips: 9.3690 images/s [07/26 00:25:44] ppdet.engine INFO: Epoch: [9] [22700/54024] learning_rate: 0.000100 loss_class: 0.698222 loss_bbox: 0.119998 loss_giou: 0.542460 loss_class_aux: 4.413662 loss_bbox_aux: 0.788398 loss_giou_aux: 3.345086 loss_class_dn: 0.357971 loss_bbox_dn: 0.103964 loss_giou_dn: 0.398309 loss_class_aux_dn: 1.922611 loss_bbox_aux_dn: 0.644992 loss_giou_aux_dn: 2.264324 loss: 15.778622 eta: 35 days, 4:28:55 batch_cost: 0.9360 data_cost: 0.0267 ips: 8.5474 images/s [07/26 00:27:21] ppdet.engine INFO: Epoch: [9] [22800/54024] learning_rate: 0.000100 loss_class: 0.702399 loss_bbox: 0.113098 loss_giou: 0.516255 loss_class_aux: 4.369384 loss_bbox_aux: 0.734897 loss_giou_aux: 3.264842 loss_class_dn: 0.352697 loss_bbox_dn: 0.103886 loss_giou_dn: 0.392287 loss_class_aux_dn: 1.906511 loss_bbox_aux_dn: 0.639434 loss_giou_aux_dn: 2.210576 loss: 15.424046 eta: 35 days, 4:28:51 batch_cost: 0.9187 data_cost: 0.0722 ips: 8.7076 images/s [07/26 00:28:55] ppdet.engine INFO: Epoch: [9] [22900/54024] learning_rate: 0.000100 loss_class: 0.675079 loss_bbox: 0.112702 loss_giou: 0.482334 loss_class_aux: 4.205042 loss_bbox_aux: 0.727475 loss_giou_aux: 3.009610 loss_class_dn: 0.334956 loss_bbox_dn: 0.104641 loss_giou_dn: 0.374293 loss_class_aux_dn: 1.822538 loss_bbox_aux_dn: 0.618952 loss_giou_aux_dn: 2.148479 loss: 14.716528 eta: 35 days, 4:26:57 batch_cost: 0.8939 data_cost: 0.0372 ips: 8.9499 images/s [07/26 00:30:34] ppdet.engine INFO: Epoch: [9] [23000/54024] learning_rate: 0.000100 loss_class: 0.724762 loss_bbox: 0.119194 loss_giou: 0.528023 loss_class_aux: 4.498487 loss_bbox_aux: 0.761549 loss_giou_aux: 3.320653 loss_class_dn: 0.365094 loss_bbox_dn: 0.103520 loss_giou_dn: 0.418252 loss_class_aux_dn: 1.953309 loss_bbox_aux_dn: 0.611398 loss_giou_aux_dn: 2.349067 loss: 16.158865 eta: 35 days, 4:28:18 batch_cost: 0.9383 data_cost: 0.0010 ips: 8.5258 images/s [07/26 00:32:03] ppdet.engine INFO: Epoch: [9] [23100/54024] learning_rate: 0.000100 loss_class: 0.686916 loss_bbox: 0.112188 loss_giou: 0.499889 loss_class_aux: 4.263675 loss_bbox_aux: 0.748777 loss_giou_aux: 3.121491 loss_class_dn: 0.341045 loss_bbox_dn: 0.110117 loss_giou_dn: 0.367404 loss_class_aux_dn: 1.836753 loss_bbox_aux_dn: 0.650649 loss_giou_aux_dn: 2.088362 loss: 14.813034 eta: 35 days, 4:22:49 batch_cost: 0.8447 data_cost: 0.0073 ips: 9.4703 images/s [07/26 00:33:42] ppdet.engine INFO: Epoch: [9] [23200/54024] learning_rate: 0.000100 loss_class: 0.708570 loss_bbox: 0.122197 loss_giou: 0.515244 loss_class_aux: 4.462849 loss_bbox_aux: 0.797685 loss_giou_aux: 3.267546 loss_class_dn: 0.373728 loss_bbox_dn: 0.112276 loss_giou_dn: 0.415538 loss_class_aux_dn: 2.035189 loss_bbox_aux_dn: 0.687311 loss_giou_aux_dn: 2.374720 loss: 16.530300 eta: 35 days, 4:24:05 batch_cost: 0.9371 data_cost: 0.0153 ips: 8.5373 images/s [07/26 00:35:33] ppdet.engine INFO: Epoch: [9] [23300/54024] learning_rate: 0.000100 loss_class: 0.717317 loss_bbox: 0.117656 loss_giou: 0.507097 loss_class_aux: 4.439221 loss_bbox_aux: 0.781387 loss_giou_aux: 3.242671 loss_class_dn: 0.347898 loss_bbox_dn: 0.100010 loss_giou_dn: 0.367288 loss_class_aux_dn: 1.902990 loss_bbox_aux_dn: 0.639932 loss_giou_aux_dn: 2.132130 loss: 14.909138 eta: 35 days, 4:34:43 batch_cost: 1.0657 data_cost: 0.0011 ips: 7.5065 images/s [07/26 00:37:13] ppdet.engine INFO: Epoch: [9] [23400/54024] learning_rate: 0.000100 loss_class: 0.701071 loss_bbox: 0.111364 loss_giou: 0.486985 loss_class_aux: 4.259942 loss_bbox_aux: 0.737710 loss_giou_aux: 3.063501 loss_class_dn: 0.356646 loss_bbox_dn: 0.104092 loss_giou_dn: 0.376836 loss_class_aux_dn: 1.931004 loss_bbox_aux_dn: 0.643638 loss_giou_aux_dn: 2.122816 loss: 15.267654 eta: 35 days, 4:37:14 batch_cost: 0.9548 data_cost: 0.0084 ips: 8.3788 images/s [07/26 00:38:49] ppdet.engine INFO: Epoch: [9] [23500/54024] learning_rate: 0.000100 loss_class: 0.675058 loss_bbox: 0.099004 loss_giou: 0.448199 loss_class_aux: 4.249581 loss_bbox_aux: 0.655881 loss_giou_aux: 2.830185 loss_class_dn: 0.335331 loss_bbox_dn: 0.094416 loss_giou_dn: 0.366172 loss_class_aux_dn: 1.821648 loss_bbox_aux_dn: 0.602450 loss_giou_aux_dn: 2.063126 loss: 14.350573 eta: 35 days, 4:35:59 batch_cost: 0.9030 data_cost: 0.0369 ips: 8.8593 images/s [07/26 00:40:24] ppdet.engine INFO: Epoch: [9] [23600/54024] learning_rate: 0.000100 loss_class: 0.669032 loss_bbox: 0.107681 loss_giou: 0.451620 loss_class_aux: 4.156653 loss_bbox_aux: 0.696469 loss_giou_aux: 2.857332 loss_class_dn: 0.331076 loss_bbox_dn: 0.100833 loss_giou_dn: 0.366151 loss_class_aux_dn: 1.786911 loss_bbox_aux_dn: 0.623420 loss_giou_aux_dn: 2.091189 loss: 14.360442 eta: 35 days, 4:34:24 batch_cost: 0.8982 data_cost: 0.0010 ips: 8.9065 images/s [07/26 00:42:00] ppdet.engine INFO: Epoch: [9] [23700/54024] learning_rate: 0.000100 loss_class: 0.738247 loss_bbox: 0.120851 loss_giou: 0.507579 loss_class_aux: 4.571215 loss_bbox_aux: 0.798703 loss_giou_aux: 3.110919 loss_class_dn: 0.360095 loss_bbox_dn: 0.104524 loss_giou_dn: 0.388313 loss_class_aux_dn: 1.984611 loss_bbox_aux_dn: 0.648179 loss_giou_aux_dn: 2.242274 loss: 16.040956 eta: 35 days, 4:33:52 batch_cost: 0.9129 data_cost: 0.0291 ips: 8.7633 images/s [07/26 00:43:44] ppdet.engine INFO: Epoch: [9] [23800/54024] learning_rate: 0.000100 loss_class: 0.685175 loss_bbox: 0.108254 loss_giou: 0.468768 loss_class_aux: 4.269185 loss_bbox_aux: 0.698040 loss_giou_aux: 2.955298 loss_class_dn: 0.333847 loss_bbox_dn: 0.100637 loss_giou_dn: 0.357319 loss_class_aux_dn: 1.849917 loss_bbox_aux_dn: 0.649619 loss_giou_aux_dn: 2.045761 loss: 14.872617 eta: 35 days, 4:38:59 batch_cost: 0.9912 data_cost: 0.0011 ips: 8.0712 images/s [07/26 00:45:15] ppdet.engine INFO: Epoch: [9] [23900/54024] learning_rate: 0.000100 loss_class: 0.669971 loss_bbox: 0.106243 loss_giou: 0.450597 loss_class_aux: 4.118431 loss_bbox_aux: 0.700838 loss_giou_aux: 2.843861 loss_class_dn: 0.328274 loss_bbox_dn: 0.102336 loss_giou_dn: 0.350290 loss_class_aux_dn: 1.779644 loss_bbox_aux_dn: 0.631775 loss_giou_aux_dn: 2.008860 loss: 14.211639 eta: 35 days, 4:34:42 batch_cost: 0.8611 data_cost: 0.0010 ips: 9.2906 images/s [07/26 00:46:49] ppdet.engine INFO: Epoch: [9] [24000/54024] learning_rate: 0.000100 loss_class: 0.711306 loss_bbox: 0.105204 loss_giou: 0.441887 loss_class_aux: 4.397608 loss_bbox_aux: 0.686041 loss_giou_aux: 2.750172 loss_class_dn: 0.330545 loss_bbox_dn: 0.103195 loss_giou_dn: 0.346121 loss_class_aux_dn: 1.778308 loss_bbox_aux_dn: 0.628977 loss_giou_aux_dn: 1.985177 loss: 14.550655 eta: 35 days, 4:33:11 batch_cost: 0.8994 data_cost: 0.0084 ips: 8.8950 images/s [07/26 00:48:46] ppdet.engine INFO: Epoch: [9] [24100/54024] learning_rate: 0.000100 loss_class: 0.691191 loss_bbox: 0.111084 loss_giou: 0.516457 loss_class_aux: 4.280139 loss_bbox_aux: 0.744157 loss_giou_aux: 3.331356 loss_class_dn: 0.356289 loss_bbox_dn: 0.105974 loss_giou_dn: 0.409401 loss_class_aux_dn: 1.891606 loss_bbox_aux_dn: 0.623821 loss_giou_aux_dn: 2.301736 loss: 15.394481 eta: 35 days, 4:47:08 batch_cost: 1.1141 data_cost: 0.0141 ips: 7.1809 images/s [07/26 00:50:10] ppdet.engine INFO: Epoch: [9] [24200/54024] learning_rate: 0.000100 loss_class: 0.667722 loss_bbox: 0.103016 loss_giou: 0.453750 loss_class_aux: 4.161156 loss_bbox_aux: 0.682126 loss_giou_aux: 2.837105 loss_class_dn: 0.330013 loss_bbox_dn: 0.108489 loss_giou_dn: 0.358919 loss_class_aux_dn: 1.797491 loss_bbox_aux_dn: 0.657272 loss_giou_aux_dn: 2.027202 loss: 14.363653 eta: 35 days, 4:38:23 batch_cost: 0.7992 data_cost: 0.0012 ips: 10.0095 images/s [07/26 00:51:37] ppdet.engine INFO: Epoch: [9] [24300/54024] learning_rate: 0.000100 loss_class: 0.717642 loss_bbox: 0.113937 loss_giou: 0.512363 loss_class_aux: 4.464876 loss_bbox_aux: 0.759979 loss_giou_aux: 3.212801 loss_class_dn: 0.355038 loss_bbox_dn: 0.098633 loss_giou_dn: 0.397562 loss_class_aux_dn: 1.901375 loss_bbox_aux_dn: 0.632968 loss_giou_aux_dn: 2.229323 loss: 15.287404 eta: 35 days, 4:31:26 batch_cost: 0.8240 data_cost: 0.0258 ips: 9.7088 images/s [07/26 00:53:17] ppdet.engine INFO: Epoch: [9] [24400/54024] learning_rate: 0.000100 loss_class: 0.697344 loss_bbox: 0.110272 loss_giou: 0.481022 loss_class_aux: 4.373816 loss_bbox_aux: 0.729383 loss_giou_aux: 3.010083 loss_class_dn: 0.344559 loss_bbox_dn: 0.108260 loss_giou_dn: 0.369677 loss_class_aux_dn: 1.877760 loss_bbox_aux_dn: 0.660047 loss_giou_aux_dn: 2.101525 loss: 14.873163 eta: 35 days, 4:33:43 batch_cost: 0.9523 data_cost: 0.0135 ips: 8.4011 images/s [07/26 00:54:48] ppdet.engine INFO: Epoch: [9] [24500/54024] learning_rate: 0.000100 loss_class: 0.708577 loss_bbox: 0.108254 loss_giou: 0.480158 loss_class_aux: 4.324273 loss_bbox_aux: 0.732980 loss_giou_aux: 3.021760 loss_class_dn: 0.347465 loss_bbox_dn: 0.107287 loss_giou_dn: 0.379326 loss_class_aux_dn: 1.867838 loss_bbox_aux_dn: 0.648037 loss_giou_aux_dn: 2.156031 loss: 14.968737 eta: 35 days, 4:29:16 batch_cost: 0.8586 data_cost: 0.0207 ips: 9.3173 images/s [07/26 00:56:35] ppdet.engine INFO: Epoch: [9] [24600/54024] learning_rate: 0.000100 loss_class: 0.711607 loss_bbox: 0.115887 loss_giou: 0.526730 loss_class_aux: 4.383820 loss_bbox_aux: 0.743880 loss_giou_aux: 3.294828 loss_class_dn: 0.368329 loss_bbox_dn: 0.098064 loss_giou_dn: 0.405960 loss_class_aux_dn: 2.001393 loss_bbox_aux_dn: 0.596199 loss_giou_aux_dn: 2.310167 loss: 15.984703 eta: 35 days, 4:36:27 batch_cost: 1.0210 data_cost: 0.0115 ips: 7.8352 images/s [07/26 00:58:04] ppdet.engine INFO: Epoch: [9] [24700/54024] learning_rate: 0.000100 loss_class: 0.681971 loss_bbox: 0.115832 loss_giou: 0.476330 loss_class_aux: 4.231988 loss_bbox_aux: 0.757824 loss_giou_aux: 3.061784 loss_class_dn: 0.341475 loss_bbox_dn: 0.102747 loss_giou_dn: 0.376637 loss_class_aux_dn: 1.864049 loss_bbox_aux_dn: 0.641172 loss_giou_aux_dn: 2.154050 loss: 15.139589 eta: 35 days, 4:30:29 batch_cost: 0.8374 data_cost: 0.0224 ips: 9.5534 images/s [07/26 00:59:34] ppdet.engine INFO: Epoch: [9] [24800/54024] learning_rate: 0.000100 loss_class: 0.705248 loss_bbox: 0.110445 loss_giou: 0.495716 loss_class_aux: 4.402539 loss_bbox_aux: 0.716457 loss_giou_aux: 3.086639 loss_class_dn: 0.349547 loss_bbox_dn: 0.098498 loss_giou_dn: 0.378964 loss_class_aux_dn: 1.898066 loss_bbox_aux_dn: 0.616125 loss_giou_aux_dn: 2.144391 loss: 14.934360 eta: 35 days, 4:26:04 batch_cost: 0.8590 data_cost: 0.0183 ips: 9.3136 images/s [07/26 01:01:08] ppdet.engine INFO: Epoch: [9] [24900/54024] learning_rate: 0.000100 loss_class: 0.701959 loss_bbox: 0.114089 loss_giou: 0.519007 loss_class_aux: 4.359421 loss_bbox_aux: 0.727621 loss_giou_aux: 3.252849 loss_class_dn: 0.350956 loss_bbox_dn: 0.109047 loss_giou_dn: 0.387557 loss_class_aux_dn: 1.892212 loss_bbox_aux_dn: 0.658179 loss_giou_aux_dn: 2.252391 loss: 15.541601 eta: 35 days, 4:23:37 batch_cost: 0.8864 data_cost: 0.0601 ips: 9.0250 images/s [07/26 01:02:36] ppdet.engine INFO: Epoch: [9] [25000/54024] learning_rate: 0.000100 loss_class: 0.753005 loss_bbox: 0.128738 loss_giou: 0.529499 loss_class_aux: 4.619814 loss_bbox_aux: 0.822039 loss_giou_aux: 3.295725 loss_class_dn: 0.369139 loss_bbox_dn: 0.111397 loss_giou_dn: 0.409296 loss_class_aux_dn: 1.996990 loss_bbox_aux_dn: 0.682793 loss_giou_aux_dn: 2.319247 loss: 15.807115 eta: 35 days, 4:17:52 batch_cost: 0.8402 data_cost: 0.0067 ips: 9.5217 images/s [07/26 01:04:15] ppdet.engine INFO: Epoch: [9] [25100/54024] learning_rate: 0.000100 loss_class: 0.700012 loss_bbox: 0.112291 loss_giou: 0.525730 loss_class_aux: 4.282544 loss_bbox_aux: 0.726600 loss_giou_aux: 3.292535 loss_class_dn: 0.344523 loss_bbox_dn: 0.107290 loss_giou_dn: 0.391025 loss_class_aux_dn: 1.853296 loss_bbox_aux_dn: 0.654118 loss_giou_aux_dn: 2.202506 loss: 15.543785 eta: 35 days, 4:19:22 batch_cost: 0.9417 data_cost: 0.1247 ips: 8.4957 images/s [07/26 01:05:50] ppdet.engine INFO: Epoch: [9] [25200/54024] learning_rate: 0.000100 loss_class: 0.682762 loss_bbox: 0.110132 loss_giou: 0.470505 loss_class_aux: 4.193069 loss_bbox_aux: 0.724446 loss_giou_aux: 2.938419 loss_class_dn: 0.333304 loss_bbox_dn: 0.100593 loss_giou_dn: 0.364913 loss_class_aux_dn: 1.813290 loss_bbox_aux_dn: 0.620643 loss_giou_aux_dn: 2.073259 loss: 15.004252 eta: 35 days, 4:17:54 batch_cost: 0.9003 data_cost: 0.0010 ips: 8.8862 images/s [07/26 01:07:19] ppdet.engine INFO: Epoch: [9] [25300/54024] learning_rate: 0.000100 loss_class: 0.683654 loss_bbox: 0.104389 loss_giou: 0.471501 loss_class_aux: 4.296962 loss_bbox_aux: 0.682015 loss_giou_aux: 3.008741 loss_class_dn: 0.346549 loss_bbox_dn: 0.099967 loss_giou_dn: 0.364472 loss_class_aux_dn: 1.871880 loss_bbox_aux_dn: 0.602153 loss_giou_aux_dn: 2.106028 loss: 14.526405 eta: 35 days, 4:12:09 batch_cost: 0.8398 data_cost: 0.0010 ips: 9.5259 images/s [07/26 01:09:05] ppdet.engine INFO: Epoch: [9] [25400/54024] learning_rate: 0.000100 loss_class: 0.679654 loss_bbox: 0.111366 loss_giou: 0.504056 loss_class_aux: 4.238157 loss_bbox_aux: 0.716545 loss_giou_aux: 3.172319 loss_class_dn: 0.341489 loss_bbox_dn: 0.096382 loss_giou_dn: 0.383445 loss_class_aux_dn: 1.857641 loss_bbox_aux_dn: 0.596020 loss_giou_aux_dn: 2.192196 loss: 15.181286 eta: 35 days, 4:18:42 batch_cost: 1.0132 data_cost: 0.2087 ips: 7.8961 images/s [07/26 01:10:45] ppdet.engine INFO: Epoch: [9] [25500/54024] learning_rate: 0.000100 loss_class: 0.719514 loss_bbox: 0.107878 loss_giou: 0.489965 loss_class_aux: 4.499090 loss_bbox_aux: 0.711104 loss_giou_aux: 3.083997 loss_class_dn: 0.352854 loss_bbox_dn: 0.106869 loss_giou_dn: 0.394307 loss_class_aux_dn: 1.877917 loss_bbox_aux_dn: 0.645991 loss_giou_aux_dn: 2.247040 loss: 14.968278 eta: 35 days, 4:21:05 batch_cost: 0.9545 data_cost: 0.0599 ips: 8.3812 images/s [07/26 01:12:30] ppdet.engine INFO: Epoch: [9] [25600/54024] learning_rate: 0.000100 loss_class: 0.669263 loss_bbox: 0.103262 loss_giou: 0.482344 loss_class_aux: 4.217839 loss_bbox_aux: 0.698709 loss_giou_aux: 3.010346 loss_class_dn: 0.334278 loss_bbox_dn: 0.098384 loss_giou_dn: 0.363417 loss_class_aux_dn: 1.830516 loss_bbox_aux_dn: 0.612872 loss_giou_aux_dn: 2.117998 loss: 14.862382 eta: 35 days, 4:27:12 batch_cost: 1.0075 data_cost: 0.0105 ips: 7.9401 images/s [07/26 01:13:59] ppdet.engine INFO: Epoch: [9] [25700/54024] learning_rate: 0.000100 loss_class: 0.708427 loss_bbox: 0.118715 loss_giou: 0.488567 loss_class_aux: 4.386306 loss_bbox_aux: 0.774464 loss_giou_aux: 3.012394 loss_class_dn: 0.343543 loss_bbox_dn: 0.108626 loss_giou_dn: 0.379976 loss_class_aux_dn: 1.889646 loss_bbox_aux_dn: 0.669363 loss_giou_aux_dn: 2.173307 loss: 15.082909 eta: 35 days, 4:21:04 batch_cost: 0.8344 data_cost: 0.0213 ips: 9.5873 images/s [07/26 01:15:28] ppdet.engine INFO: Epoch: [9] [25800/54024] learning_rate: 0.000100 loss_class: 0.669684 loss_bbox: 0.117761 loss_giou: 0.451347 loss_class_aux: 4.230071 loss_bbox_aux: 0.742805 loss_giou_aux: 2.914585 loss_class_dn: 0.337028 loss_bbox_dn: 0.104221 loss_giou_dn: 0.357283 loss_class_aux_dn: 1.820161 loss_bbox_aux_dn: 0.643145 loss_giou_aux_dn: 2.041142 loss: 14.656358 eta: 35 days, 4:15:41 batch_cost: 0.8449 data_cost: 0.0503 ips: 9.4690 images/s [07/26 01:16:57] ppdet.engine INFO: Epoch: [9] [25900/54024] learning_rate: 0.000100 loss_class: 0.715290 loss_bbox: 0.112932 loss_giou: 0.521104 loss_class_aux: 4.413236 loss_bbox_aux: 0.724326 loss_giou_aux: 3.272211 loss_class_dn: 0.350758 loss_bbox_dn: 0.104437 loss_giou_dn: 0.382211 loss_class_aux_dn: 1.895870 loss_bbox_aux_dn: 0.657329 loss_giou_aux_dn: 2.181863 loss: 15.397285 eta: 35 days, 4:10:02 batch_cost: 0.8409 data_cost: 0.0118 ips: 9.5131 images/s [07/26 01:18:41] ppdet.engine INFO: Epoch: [9] [26000/54024] learning_rate: 0.000100 loss_class: 0.665940 loss_bbox: 0.116357 loss_giou: 0.563485 loss_class_aux: 4.141095 loss_bbox_aux: 0.785873 loss_giou_aux: 3.486248 loss_class_dn: 0.361158 loss_bbox_dn: 0.102307 loss_giou_dn: 0.400788 loss_class_aux_dn: 1.931503 loss_bbox_aux_dn: 0.636295 loss_giou_aux_dn: 2.239602 loss: 15.900330 eta: 35 days, 4:14:55 batch_cost: 0.9904 data_cost: 0.1211 ips: 8.0773 images/s [07/26 01:20:15] ppdet.engine INFO: Epoch: [9] [26100/54024] learning_rate: 0.000100 loss_class: 0.672684 loss_bbox: 0.107977 loss_giou: 0.478693 loss_class_aux: 4.191640 loss_bbox_aux: 0.719088 loss_giou_aux: 2.939621 loss_class_dn: 0.334861 loss_bbox_dn: 0.104506 loss_giou_dn: 0.355261 loss_class_aux_dn: 1.810233 loss_bbox_aux_dn: 0.636448 loss_giou_aux_dn: 2.044104 loss: 14.804573 eta: 35 days, 4:12:40 batch_cost: 0.8891 data_cost: 0.0317 ips: 8.9979 images/s [07/26 01:21:41] ppdet.engine INFO: Epoch: [9] [26200/54024] learning_rate: 0.000100 loss_class: 0.662555 loss_bbox: 0.104773 loss_giou: 0.504936 loss_class_aux: 4.128136 loss_bbox_aux: 0.679914 loss_giou_aux: 3.147508 loss_class_dn: 0.341555 loss_bbox_dn: 0.094875 loss_giou_dn: 0.382414 loss_class_aux_dn: 1.849773 loss_bbox_aux_dn: 0.583190 loss_giou_aux_dn: 2.195336 loss: 14.959914 eta: 35 days, 4:05:07 batch_cost: 0.8137 data_cost: 0.0013 ips: 9.8320 images/s [07/26 01:23:20] ppdet.engine INFO: Epoch: [9] [26300/54024] learning_rate: 0.000100 loss_class: 0.687807 loss_bbox: 0.113951 loss_giou: 0.528405 loss_class_aux: 4.150859 loss_bbox_aux: 0.728520 loss_giou_aux: 3.276371 loss_class_dn: 0.349668 loss_bbox_dn: 0.107568 loss_giou_dn: 0.389239 loss_class_aux_dn: 1.886373 loss_bbox_aux_dn: 0.665278 loss_giou_aux_dn: 2.195011 loss: 15.362047 eta: 35 days, 4:06:30 batch_cost: 0.9408 data_cost: 0.0010 ips: 8.5035 images/s [07/26 01:25:08] ppdet.engine INFO: Epoch: [9] [26400/54024] learning_rate: 0.000100 loss_class: 0.660674 loss_bbox: 0.104393 loss_giou: 0.491429 loss_class_aux: 4.135786 loss_bbox_aux: 0.688532 loss_giou_aux: 3.049828 loss_class_dn: 0.337460 loss_bbox_dn: 0.096543 loss_giou_dn: 0.378847 loss_class_aux_dn: 1.827728 loss_bbox_aux_dn: 0.602683 loss_giou_aux_dn: 2.126357 loss: 14.585590 eta: 35 days, 4:14:46 batch_cost: 1.0395 data_cost: 0.0010 ips: 7.6959 images/s [07/26 01:26:45] ppdet.engine INFO: Epoch: [9] [26500/54024] learning_rate: 0.000100 loss_class: 0.700804 loss_bbox: 0.104031 loss_giou: 0.459459 loss_class_aux: 4.284188 loss_bbox_aux: 0.690512 loss_giou_aux: 2.891323 loss_class_dn: 0.337019 loss_bbox_dn: 0.098130 loss_giou_dn: 0.350599 loss_class_aux_dn: 1.819393 loss_bbox_aux_dn: 0.595916 loss_giou_aux_dn: 2.038421 loss: 14.375720 eta: 35 days, 4:14:31 batch_cost: 0.9178 data_cost: 0.0573 ips: 8.7160 images/s [07/26 01:28:22] ppdet.engine INFO: Epoch: [9] [26600/54024] learning_rate: 0.000100 loss_class: 0.714116 loss_bbox: 0.114760 loss_giou: 0.559055 loss_class_aux: 4.490693 loss_bbox_aux: 0.757578 loss_giou_aux: 3.426835 loss_class_dn: 0.357800 loss_bbox_dn: 0.107006 loss_giou_dn: 0.395818 loss_class_aux_dn: 1.941887 loss_bbox_aux_dn: 0.665263 loss_giou_aux_dn: 2.266032 loss: 15.708663 eta: 35 days, 4:14:53 batch_cost: 0.9266 data_cost: 0.0365 ips: 8.6341 images/s [07/26 01:30:03] ppdet.engine INFO: Epoch: [9] [26700/54024] learning_rate: 0.000100 loss_class: 0.692919 loss_bbox: 0.112831 loss_giou: 0.493114 loss_class_aux: 4.358125 loss_bbox_aux: 0.739595 loss_giou_aux: 3.072743 loss_class_dn: 0.349215 loss_bbox_dn: 0.098773 loss_giou_dn: 0.360614 loss_class_aux_dn: 1.922288 loss_bbox_aux_dn: 0.639298 loss_giou_aux_dn: 2.111864 loss: 15.212540 eta: 35 days, 4:17:37 batch_cost: 0.9609 data_cost: 0.1031 ips: 8.3259 images/s [07/26 01:31:28] ppdet.engine INFO: Epoch: [9] [26800/54024] learning_rate: 0.000100 loss_class: 0.727110 loss_bbox: 0.116119 loss_giou: 0.531988 loss_class_aux: 4.584963 loss_bbox_aux: 0.757127 loss_giou_aux: 3.341269 loss_class_dn: 0.369495 loss_bbox_dn: 0.107376 loss_giou_dn: 0.399161 loss_class_aux_dn: 2.000337 loss_bbox_aux_dn: 0.655956 loss_giou_aux_dn: 2.276205 loss: 16.245449 eta: 35 days, 4:09:24 batch_cost: 0.8036 data_cost: 0.0092 ips: 9.9556 images/s [07/26 01:32:57] ppdet.engine INFO: Epoch: [9] [26900/54024] learning_rate: 0.000100 loss_class: 0.703631 loss_bbox: 0.112124 loss_giou: 0.495501 loss_class_aux: 4.378936 loss_bbox_aux: 0.748736 loss_giou_aux: 3.146269 loss_class_dn: 0.372337 loss_bbox_dn: 0.105213 loss_giou_dn: 0.393524 loss_class_aux_dn: 2.009232 loss_bbox_aux_dn: 0.650042 loss_giou_aux_dn: 2.257575 loss: 15.941414 eta: 35 days, 4:04:18 batch_cost: 0.8483 data_cost: 0.0015 ips: 9.4301 images/s [07/26 01:34:46] ppdet.engine INFO: Epoch: [9] [27000/54024] learning_rate: 0.000100 loss_class: 0.675806 loss_bbox: 0.101513 loss_giou: 0.467342 loss_class_aux: 4.214825 loss_bbox_aux: 0.669515 loss_giou_aux: 2.862885 loss_class_dn: 0.326096 loss_bbox_dn: 0.097132 loss_giou_dn: 0.347034 loss_class_aux_dn: 1.769272 loss_bbox_aux_dn: 0.613944 loss_giou_aux_dn: 1.975210 loss: 14.016317 eta: 35 days, 4:12:20 batch_cost: 1.0370 data_cost: 0.0010 ips: 7.7143 images/s [07/26 01:36:32] ppdet.engine INFO: Epoch: [9] [27100/54024] learning_rate: 0.000100 loss_class: 0.654592 loss_bbox: 0.105985 loss_giou: 0.480420 loss_class_aux: 4.010758 loss_bbox_aux: 0.677078 loss_giou_aux: 3.023538 loss_class_dn: 0.337534 loss_bbox_dn: 0.101824 loss_giou_dn: 0.371703 loss_class_aux_dn: 1.833510 loss_bbox_aux_dn: 0.629415 loss_giou_aux_dn: 2.130182 loss: 14.698284 eta: 35 days, 4:18:54 batch_cost: 1.0165 data_cost: 0.1786 ips: 7.8705 images/s [07/26 01:38:10] ppdet.engine INFO: Epoch: [9] [27200/54024] learning_rate: 0.000100 loss_class: 0.702676 loss_bbox: 0.115091 loss_giou: 0.522624 loss_class_aux: 4.362114 loss_bbox_aux: 0.757941 loss_giou_aux: 3.276858 loss_class_dn: 0.347599 loss_bbox_dn: 0.102442 loss_giou_dn: 0.396076 loss_class_aux_dn: 1.873100 loss_bbox_aux_dn: 0.648622 loss_giou_aux_dn: 2.261728 loss: 15.445923 eta: 35 days, 4:19:27 batch_cost: 0.9299 data_cost: 0.0387 ips: 8.6029 images/s [07/26 01:39:35] ppdet.engine INFO: Epoch: [9] [27300/54024] learning_rate: 0.000100 loss_class: 0.685971 loss_bbox: 0.107757 loss_giou: 0.466883 loss_class_aux: 4.362892 loss_bbox_aux: 0.688873 loss_giou_aux: 2.922202 loss_class_dn: 0.337979 loss_bbox_dn: 0.102011 loss_giou_dn: 0.367656 loss_class_aux_dn: 1.809181 loss_bbox_aux_dn: 0.614816 loss_giou_aux_dn: 2.077534 loss: 14.719846 eta: 35 days, 4:10:58 batch_cost: 0.7992 data_cost: 0.0010 ips: 10.0103 images/s [07/26 01:41:03] ppdet.engine INFO: Epoch: [9] [27400/54024] learning_rate: 0.000100 loss_class: 0.700814 loss_bbox: 0.116202 loss_giou: 0.515514 loss_class_aux: 4.430232 loss_bbox_aux: 0.774051 loss_giou_aux: 3.248081 loss_class_dn: 0.355564 loss_bbox_dn: 0.107647 loss_giou_dn: 0.382225 loss_class_aux_dn: 1.936810 loss_bbox_aux_dn: 0.655757 loss_giou_aux_dn: 2.228742 loss: 15.859223 eta: 35 days, 4:05:04 batch_cost: 0.8366 data_cost: 0.0015 ips: 9.5629 images/s [07/26 01:42:36] ppdet.engine INFO: Epoch: [9] [27500/54024] learning_rate: 0.000100 loss_class: 0.695319 loss_bbox: 0.117334 loss_giou: 0.514200 loss_class_aux: 4.242650 loss_bbox_aux: 0.752419 loss_giou_aux: 3.124452 loss_class_dn: 0.338600 loss_bbox_dn: 0.103549 loss_giou_dn: 0.376149 loss_class_aux_dn: 1.864693 loss_bbox_aux_dn: 0.645257 loss_giou_aux_dn: 2.183081 loss: 15.115760 eta: 35 days, 4:02:13 batch_cost: 0.8804 data_cost: 0.0010 ips: 9.0870 images/s [07/26 01:44:00] ppdet.engine INFO: Epoch: [9] [27600/54024] learning_rate: 0.000100 loss_class: 0.711674 loss_bbox: 0.107150 loss_giou: 0.539442 loss_class_aux: 4.433967 loss_bbox_aux: 0.718603 loss_giou_aux: 3.354401 loss_class_dn: 0.351121 loss_bbox_dn: 0.098436 loss_giou_dn: 0.392559 loss_class_aux_dn: 1.908121 loss_bbox_aux_dn: 0.605814 loss_giou_aux_dn: 2.257389 loss: 15.593246 eta: 35 days, 3:53:31 batch_cost: 0.7958 data_cost: 0.0010 ips: 10.0534 images/s [07/26 01:45:24] ppdet.engine INFO: Epoch: [9] [27700/54024] learning_rate: 0.000100 loss_class: 0.680536 loss_bbox: 0.108573 loss_giou: 0.461665 loss_class_aux: 4.290000 loss_bbox_aux: 0.710761 loss_giou_aux: 2.907561 loss_class_dn: 0.332720 loss_bbox_dn: 0.100289 loss_giou_dn: 0.359723 loss_class_aux_dn: 1.827604 loss_bbox_aux_dn: 0.617264 loss_giou_aux_dn: 2.053807 loss: 14.739584 eta: 35 days, 3:44:34 batch_cost: 0.7917 data_cost: 0.0010 ips: 10.1051 images/s [07/26 01:46:59] ppdet.engine INFO: Epoch: [9] [27800/54024] learning_rate: 0.000100 loss_class: 0.650460 loss_bbox: 0.106533 loss_giou: 0.482203 loss_class_aux: 4.071284 loss_bbox_aux: 0.686012 loss_giou_aux: 3.038605 loss_class_dn: 0.331815 loss_bbox_dn: 0.092063 loss_giou_dn: 0.371892 loss_class_aux_dn: 1.801380 loss_bbox_aux_dn: 0.576633 loss_giou_aux_dn: 2.099786 loss: 14.351880 eta: 35 days, 3:43:03 batch_cost: 0.8995 data_cost: 0.0517 ips: 8.8937 images/s [07/26 01:48:24] ppdet.engine INFO: Epoch: [9] [27900/54024] learning_rate: 0.000100 loss_class: 0.653206 loss_bbox: 0.107296 loss_giou: 0.521656 loss_class_aux: 4.072853 loss_bbox_aux: 0.702783 loss_giou_aux: 3.194640 loss_class_dn: 0.356199 loss_bbox_dn: 0.089083 loss_giou_dn: 0.386599 loss_class_aux_dn: 1.916531 loss_bbox_aux_dn: 0.571235 loss_giou_aux_dn: 2.195714 loss: 15.162375 eta: 35 days, 3:34:47 batch_cost: 0.8012 data_cost: 0.0014 ips: 9.9848 images/s [07/26 01:50:00] ppdet.engine INFO: Epoch: [9] [28000/54024] learning_rate: 0.000100 loss_class: 0.671859 loss_bbox: 0.104052 loss_giou: 0.516900 loss_class_aux: 4.161721 loss_bbox_aux: 0.695503 loss_giou_aux: 3.218397 loss_class_dn: 0.347506 loss_bbox_dn: 0.099521 loss_giou_dn: 0.387490 loss_class_aux_dn: 1.854119 loss_bbox_aux_dn: 0.617291 loss_giou_aux_dn: 2.228069 loss: 15.203455 eta: 35 days, 3:34:44 batch_cost: 0.9207 data_cost: 0.0132 ips: 8.6887 images/s [07/26 01:51:50] ppdet.engine INFO: Epoch: [9] [28100/54024] learning_rate: 0.000100 loss_class: 0.737814 loss_bbox: 0.108007 loss_giou: 0.504731 loss_class_aux: 4.540034 loss_bbox_aux: 0.720442 loss_giou_aux: 3.101702 loss_class_dn: 0.357480 loss_bbox_dn: 0.102774 loss_giou_dn: 0.385479 loss_class_aux_dn: 1.915253 loss_bbox_aux_dn: 0.654372 loss_giou_aux_dn: 2.173388 loss: 15.688182 eta: 35 days, 3:43:43 batch_cost: 1.0526 data_cost: 0.1070 ips: 7.6002 images/s [07/26 01:53:20] ppdet.engine INFO: Epoch: [9] [28200/54024] learning_rate: 0.000100 loss_class: 0.710021 loss_bbox: 0.109982 loss_giou: 0.532045 loss_class_aux: 4.384686 loss_bbox_aux: 0.710019 loss_giou_aux: 3.320584 loss_class_dn: 0.354704 loss_bbox_dn: 0.098572 loss_giou_dn: 0.397672 loss_class_aux_dn: 1.912172 loss_bbox_aux_dn: 0.632459 loss_giou_aux_dn: 2.279508 loss: 15.477836 eta: 35 days, 3:38:58 batch_cost: 0.8525 data_cost: 0.0138 ips: 9.3839 images/s [07/26 01:54:46] ppdet.engine INFO: Epoch: [9] [28300/54024] learning_rate: 0.000100 loss_class: 0.711880 loss_bbox: 0.117338 loss_giou: 0.464758 loss_class_aux: 4.441182 loss_bbox_aux: 0.778518 loss_giou_aux: 2.903247 loss_class_dn: 0.353413 loss_bbox_dn: 0.111446 loss_giou_dn: 0.371518 loss_class_aux_dn: 1.904743 loss_bbox_aux_dn: 0.689249 loss_giou_aux_dn: 2.122041 loss: 15.427887 eta: 35 days, 3:31:14 batch_cost: 0.8085 data_cost: 0.0317 ips: 9.8946 images/s [07/26 01:56:11] ppdet.engine INFO: Epoch: [9] [28400/54024] learning_rate: 0.000100 loss_class: 0.701477 loss_bbox: 0.105105 loss_giou: 0.498841 loss_class_aux: 4.388899 loss_bbox_aux: 0.697998 loss_giou_aux: 3.113491 loss_class_dn: 0.349713 loss_bbox_dn: 0.098899 loss_giou_dn: 0.379256 loss_class_aux_dn: 1.893946 loss_bbox_aux_dn: 0.626670 loss_giou_aux_dn: 2.175001 loss: 15.318194 eta: 35 days, 3:23:20 batch_cost: 0.8060 data_cost: 0.0012 ips: 9.9257 images/s [07/26 01:57:38] ppdet.engine INFO: Epoch: [9] [28500/54024] learning_rate: 0.000100 loss_class: 0.715358 loss_bbox: 0.105233 loss_giou: 0.511414 loss_class_aux: 4.467786 loss_bbox_aux: 0.716976 loss_giou_aux: 3.245189 loss_class_dn: 0.356619 loss_bbox_dn: 0.104749 loss_giou_dn: 0.403191 loss_class_aux_dn: 1.909766 loss_bbox_aux_dn: 0.656081 loss_giou_aux_dn: 2.308814 loss: 15.611303 eta: 35 days, 3:16:22 batch_cost: 0.8194 data_cost: 0.0010 ips: 9.7637 images/s [07/26 01:59:38] ppdet.engine INFO: Epoch: [9] [28600/54024] learning_rate: 0.000100 loss_class: 0.688196 loss_bbox: 0.107228 loss_giou: 0.473242 loss_class_aux: 4.193563 loss_bbox_aux: 0.709715 loss_giou_aux: 2.950155 loss_class_dn: 0.335604 loss_bbox_dn: 0.101644 loss_giou_dn: 0.351849 loss_class_aux_dn: 1.823407 loss_bbox_aux_dn: 0.633617 loss_giou_aux_dn: 1.986518 loss: 14.382241 eta: 35 days, 3:32:34 batch_cost: 1.1594 data_cost: 0.0354 ips: 6.8999 images/s [07/26 02:01:16] ppdet.engine INFO: Epoch: [9] [28700/54024] learning_rate: 0.000100 loss_class: 0.645646 loss_bbox: 0.104565 loss_giou: 0.453313 loss_class_aux: 3.981371 loss_bbox_aux: 0.708711 loss_giou_aux: 2.850908 loss_class_dn: 0.327304 loss_bbox_dn: 0.098880 loss_giou_dn: 0.334986 loss_class_aux_dn: 1.787972 loss_bbox_aux_dn: 0.626547 loss_giou_aux_dn: 1.944011 loss: 14.230591 eta: 35 days, 3:33:19 batch_cost: 0.9328 data_cost: 0.0166 ips: 8.5764 images/s [07/26 02:02:54] ppdet.engine INFO: Epoch: [9] [28800/54024] learning_rate: 0.000100 loss_class: 0.719404 loss_bbox: 0.116631 loss_giou: 0.485891 loss_class_aux: 4.481788 loss_bbox_aux: 0.763066 loss_giou_aux: 3.055132 loss_class_dn: 0.355031 loss_bbox_dn: 0.101468 loss_giou_dn: 0.376433 loss_class_aux_dn: 1.919000 loss_bbox_aux_dn: 0.639056 loss_giou_aux_dn: 2.110936 loss: 15.254246 eta: 35 days, 3:33:48 batch_cost: 0.9290 data_cost: 0.0129 ips: 8.6111 images/s [07/26 02:04:26] ppdet.engine INFO: Epoch: [9] [28900/54024] learning_rate: 0.000100 loss_class: 0.719970 loss_bbox: 0.120569 loss_giou: 0.554194 loss_class_aux: 4.457045 loss_bbox_aux: 0.800300 loss_giou_aux: 3.448783 loss_class_dn: 0.377636 loss_bbox_dn: 0.111848 loss_giou_dn: 0.410480 loss_class_aux_dn: 1.993434 loss_bbox_aux_dn: 0.693625 loss_giou_aux_dn: 2.336339 loss: 16.150052 eta: 35 days, 3:30:36 batch_cost: 0.8750 data_cost: 0.0192 ips: 9.1430 images/s [07/26 02:06:03] ppdet.engine INFO: Epoch: [9] [29000/54024] learning_rate: 0.000100 loss_class: 0.663330 loss_bbox: 0.109517 loss_giou: 0.463708 loss_class_aux: 4.131244 loss_bbox_aux: 0.687534 loss_giou_aux: 2.829155 loss_class_dn: 0.331732 loss_bbox_dn: 0.107519 loss_giou_dn: 0.365284 loss_class_aux_dn: 1.793081 loss_bbox_aux_dn: 0.641018 loss_giou_aux_dn: 2.045119 loss: 14.208252 eta: 35 days, 3:30:50 batch_cost: 0.9252 data_cost: 0.1164 ips: 8.6465 images/s [07/26 02:07:32] ppdet.engine INFO: Epoch: [9] [29100/54024] learning_rate: 0.000100 loss_class: 0.661940 loss_bbox: 0.107579 loss_giou: 0.446709 loss_class_aux: 4.172277 loss_bbox_aux: 0.709039 loss_giou_aux: 2.826276 loss_class_dn: 0.320620 loss_bbox_dn: 0.095861 loss_giou_dn: 0.345186 loss_class_aux_dn: 1.758577 loss_bbox_aux_dn: 0.593012 loss_giou_aux_dn: 1.967439 loss: 14.109460 eta: 35 days, 3:25:42 batch_cost: 0.8463 data_cost: 0.0010 ips: 9.4527 images/s [07/26 02:09:16] ppdet.engine INFO: Epoch: [9] [29200/54024] learning_rate: 0.000100 loss_class: 0.709079 loss_bbox: 0.107111 loss_giou: 0.556350 loss_class_aux: 4.418937 loss_bbox_aux: 0.718086 loss_giou_aux: 3.458636 loss_class_dn: 0.356398 loss_bbox_dn: 0.110100 loss_giou_dn: 0.405199 loss_class_aux_dn: 1.924872 loss_bbox_aux_dn: 0.684949 loss_giou_aux_dn: 2.279237 loss: 15.562141 eta: 35 days, 3:30:01 batch_cost: 0.9858 data_cost: 0.0010 ips: 8.1149 images/s [07/26 02:10:50] ppdet.engine INFO: Epoch: [9] [29300/54024] learning_rate: 0.000100 loss_class: 0.698347 loss_bbox: 0.118542 loss_giou: 0.518756 loss_class_aux: 4.300497 loss_bbox_aux: 0.772249 loss_giou_aux: 3.215139 loss_class_dn: 0.356961 loss_bbox_dn: 0.101961 loss_giou_dn: 0.393104 loss_class_aux_dn: 1.928029 loss_bbox_aux_dn: 0.622832 loss_giou_aux_dn: 2.248598 loss: 15.634464 eta: 35 days, 3:28:23 batch_cost: 0.8979 data_cost: 0.0689 ips: 8.9095 images/s [07/26 02:12:31] ppdet.engine INFO: Epoch: [9] [29400/54024] learning_rate: 0.000100 loss_class: 0.713565 loss_bbox: 0.105756 loss_giou: 0.479495 loss_class_aux: 4.322153 loss_bbox_aux: 0.682858 loss_giou_aux: 2.981577 loss_class_dn: 0.356574 loss_bbox_dn: 0.100573 loss_giou_dn: 0.377020 loss_class_aux_dn: 1.929260 loss_bbox_aux_dn: 0.622507 loss_giou_aux_dn: 2.156973 loss: 15.004937 eta: 35 days, 3:31:14 batch_cost: 0.9646 data_cost: 0.0958 ips: 8.2939 images/s [07/26 02:14:24] ppdet.engine INFO: Epoch: [9] [29500/54024] learning_rate: 0.000100 loss_class: 0.652898 loss_bbox: 0.105615 loss_giou: 0.455851 loss_class_aux: 4.053895 loss_bbox_aux: 0.690888 loss_giou_aux: 2.823612 loss_class_dn: 0.330713 loss_bbox_dn: 0.098653 loss_giou_dn: 0.360309 loss_class_aux_dn: 1.775382 loss_bbox_aux_dn: 0.590974 loss_giou_aux_dn: 2.030353 loss: 14.384779 eta: 35 days, 3:41:25 batch_cost: 1.0733 data_cost: 0.0245 ips: 7.4533 images/s [07/26 02:15:49] ppdet.engine INFO: Epoch: [9] [29600/54024] learning_rate: 0.000100 loss_class: 0.649472 loss_bbox: 0.097129 loss_giou: 0.435873 loss_class_aux: 4.070481 loss_bbox_aux: 0.662777 loss_giou_aux: 2.681174 loss_class_dn: 0.320472 loss_bbox_dn: 0.090152 loss_giou_dn: 0.338199 loss_class_aux_dn: 1.758714 loss_bbox_aux_dn: 0.569299 loss_giou_aux_dn: 1.910702 loss: 13.920022 eta: 35 days, 3:33:38 batch_cost: 0.8069 data_cost: 0.0097 ips: 9.9147 images/s [07/26 02:17:27] ppdet.engine INFO: Epoch: [9] [29700/54024] learning_rate: 0.000100 loss_class: 0.709748 loss_bbox: 0.113326 loss_giou: 0.567408 loss_class_aux: 4.388922 loss_bbox_aux: 0.747974 loss_giou_aux: 3.589498 loss_class_dn: 0.354432 loss_bbox_dn: 0.104468 loss_giou_dn: 0.413695 loss_class_aux_dn: 1.910573 loss_bbox_aux_dn: 0.650716 loss_giou_aux_dn: 2.318315 loss: 15.530360 eta: 35 days, 3:34:19 batch_cost: 0.9325 data_cost: 0.0512 ips: 8.5787 images/s [07/26 02:18:55] ppdet.engine INFO: Epoch: [9] [29800/54024] learning_rate: 0.000100 loss_class: 0.702004 loss_bbox: 0.111200 loss_giou: 0.551048 loss_class_aux: 4.298645 loss_bbox_aux: 0.760675 loss_giou_aux: 3.402053 loss_class_dn: 0.349533 loss_bbox_dn: 0.105650 loss_giou_dn: 0.398520 loss_class_aux_dn: 1.872833 loss_bbox_aux_dn: 0.635607 loss_giou_aux_dn: 2.261122 loss: 15.514475 eta: 35 days, 3:28:21 batch_cost: 0.8337 data_cost: 0.0313 ips: 9.5959 images/s [07/26 02:20:21] ppdet.engine INFO: Epoch: [9] [29900/54024] learning_rate: 0.000100 loss_class: 0.708138 loss_bbox: 0.103694 loss_giou: 0.559766 loss_class_aux: 4.397617 loss_bbox_aux: 0.679768 loss_giou_aux: 3.467202 loss_class_dn: 0.345943 loss_bbox_dn: 0.100776 loss_giou_dn: 0.399047 loss_class_aux_dn: 1.874981 loss_bbox_aux_dn: 0.621538 loss_giou_aux_dn: 2.314532 loss: 15.487022 eta: 35 days, 3:21:17 batch_cost: 0.8168 data_cost: 0.0010 ips: 9.7939 images/s [07/26 02:21:51] ppdet.engine INFO: Epoch: [9] [30000/54024] learning_rate: 0.000100 loss_class: 0.656592 loss_bbox: 0.104714 loss_giou: 0.494525 loss_class_aux: 4.078500 loss_bbox_aux: 0.689072 loss_giou_aux: 3.144363 loss_class_dn: 0.329490 loss_bbox_dn: 0.095253 loss_giou_dn: 0.363407 loss_class_aux_dn: 1.772277 loss_bbox_aux_dn: 0.576492 loss_giou_aux_dn: 2.080693 loss: 14.955985 eta: 35 days, 3:16:39 batch_cost: 0.8531 data_cost: 0.0309 ips: 9.3771 images/s [07/26 02:23:22] ppdet.engine INFO: Epoch: [9] [30100/54024] learning_rate: 0.000100 loss_class: 0.676821 loss_bbox: 0.109770 loss_giou: 0.514692 loss_class_aux: 4.249131 loss_bbox_aux: 0.699845 loss_giou_aux: 3.207083 loss_class_dn: 0.361073 loss_bbox_dn: 0.097893 loss_giou_dn: 0.390365 loss_class_aux_dn: 1.892723 loss_bbox_aux_dn: 0.604356 loss_giou_aux_dn: 2.234754 loss: 15.353587 eta: 35 days, 3:12:44 batch_cost: 0.8637 data_cost: 0.0455 ips: 9.2622 images/s [07/26 02:24:53] ppdet.engine INFO: Epoch: [9] [30200/54024] learning_rate: 0.000100 loss_class: 0.687683 loss_bbox: 0.109180 loss_giou: 0.476194 loss_class_aux: 4.300121 loss_bbox_aux: 0.738178 loss_giou_aux: 3.053530 loss_class_dn: 0.345313 loss_bbox_dn: 0.103644 loss_giou_dn: 0.380428 loss_class_aux_dn: 1.871525 loss_bbox_aux_dn: 0.636382 loss_giou_aux_dn: 2.146155 loss: 15.048925 eta: 35 days, 3:08:59 batch_cost: 0.8662 data_cost: 0.0139 ips: 9.2353 images/s [07/26 02:26:30] ppdet.engine INFO: Epoch: [9] [30300/54024] learning_rate: 0.000100 loss_class: 0.709928 loss_bbox: 0.110221 loss_giou: 0.497274 loss_class_aux: 4.411318 loss_bbox_aux: 0.714940 loss_giou_aux: 3.079849 loss_class_dn: 0.342843 loss_bbox_dn: 0.104599 loss_giou_dn: 0.376540 loss_class_aux_dn: 1.840197 loss_bbox_aux_dn: 0.636394 loss_giou_aux_dn: 2.155851 loss: 14.851427 eta: 35 days, 3:08:50 batch_cost: 0.9198 data_cost: 0.0478 ips: 8.6971 images/s [07/26 02:28:16] ppdet.engine INFO: Epoch: [9] [30400/54024] learning_rate: 0.000100 loss_class: 0.697881 loss_bbox: 0.111898 loss_giou: 0.502831 loss_class_aux: 4.360217 loss_bbox_aux: 0.731308 loss_giou_aux: 3.137447 loss_class_dn: 0.345033 loss_bbox_dn: 0.097750 loss_giou_dn: 0.391102 loss_class_aux_dn: 1.867232 loss_bbox_aux_dn: 0.600470 loss_giou_aux_dn: 2.220146 loss: 15.305757 eta: 35 days, 3:15:21 batch_cost: 1.0203 data_cost: 0.1362 ips: 7.8406 images/s [07/26 02:29:52] ppdet.engine INFO: Epoch: [9] [30500/54024] learning_rate: 0.000100 loss_class: 0.664859 loss_bbox: 0.115268 loss_giou: 0.469183 loss_class_aux: 4.159517 loss_bbox_aux: 0.763545 loss_giou_aux: 2.901939 loss_class_dn: 0.341429 loss_bbox_dn: 0.102460 loss_giou_dn: 0.347301 loss_class_aux_dn: 1.847274 loss_bbox_aux_dn: 0.656539 loss_giou_aux_dn: 2.060558 loss: 14.894399 eta: 35 days, 3:14:49 batch_cost: 0.9144 data_cost: 0.0117 ips: 8.7486 images/s [07/26 02:31:27] ppdet.engine INFO: Epoch: [9] [30600/54024] learning_rate: 0.000100 loss_class: 0.681188 loss_bbox: 0.109482 loss_giou: 0.496093 loss_class_aux: 4.223568 loss_bbox_aux: 0.719308 loss_giou_aux: 3.053142 loss_class_dn: 0.345137 loss_bbox_dn: 0.099404 loss_giou_dn: 0.374351 loss_class_aux_dn: 1.838669 loss_bbox_aux_dn: 0.616652 loss_giou_aux_dn: 2.109143 loss: 14.930464 eta: 35 days, 3:13:32 batch_cost: 0.9032 data_cost: 0.0096 ips: 8.8573 images/s [07/26 02:33:08] ppdet.engine INFO: Epoch: [9] [30700/54024] learning_rate: 0.000100 loss_class: 0.683366 loss_bbox: 0.111556 loss_giou: 0.454704 loss_class_aux: 4.258231 loss_bbox_aux: 0.729327 loss_giou_aux: 2.872980 loss_class_dn: 0.336844 loss_bbox_dn: 0.097912 loss_giou_dn: 0.355264 loss_class_aux_dn: 1.809499 loss_bbox_aux_dn: 0.602157 loss_giou_aux_dn: 2.022026 loss: 14.631745 eta: 35 days, 3:16:11 batch_cost: 0.9627 data_cost: 0.1385 ips: 8.3098 images/s [07/26 02:34:39] ppdet.engine INFO: Epoch: [9] [30800/54024] learning_rate: 0.000100 loss_class: 0.677551 loss_bbox: 0.108210 loss_giou: 0.480530 loss_class_aux: 4.247207 loss_bbox_aux: 0.723329 loss_giou_aux: 3.002328 loss_class_dn: 0.336456 loss_bbox_dn: 0.097180 loss_giou_dn: 0.375500 loss_class_aux_dn: 1.841751 loss_bbox_aux_dn: 0.595850 loss_giou_aux_dn: 2.158879 loss: 15.334343 eta: 35 days, 3:12:06 batch_cost: 0.8611 data_cost: 0.0555 ips: 9.2910 images/s [07/26 02:36:20] ppdet.engine INFO: Epoch: [9] [30900/54024] learning_rate: 0.000100 loss_class: 0.714439 loss_bbox: 0.119441 loss_giou: 0.483848 loss_class_aux: 4.411231 loss_bbox_aux: 0.777045 loss_giou_aux: 3.040081 loss_class_dn: 0.348798 loss_bbox_dn: 0.109834 loss_giou_dn: 0.380661 loss_class_aux_dn: 1.872367 loss_bbox_aux_dn: 0.680188 loss_giou_aux_dn: 2.166945 loss: 15.334553 eta: 35 days, 3:14:40 batch_cost: 0.9613 data_cost: 0.0292 ips: 8.3219 images/s [07/26 02:37:52] ppdet.engine INFO: Epoch: [9] [31000/54024] learning_rate: 0.000100 loss_class: 0.687378 loss_bbox: 0.098999 loss_giou: 0.460894 loss_class_aux: 4.143328 loss_bbox_aux: 0.648487 loss_giou_aux: 2.893775 loss_class_dn: 0.320911 loss_bbox_dn: 0.094931 loss_giou_dn: 0.346131 loss_class_aux_dn: 1.778332 loss_bbox_aux_dn: 0.576896 loss_giou_aux_dn: 1.983456 loss: 14.096286 eta: 35 days, 3:11:13 batch_cost: 0.8707 data_cost: 0.0010 ips: 9.1884 images/s [07/26 02:39:24] ppdet.engine INFO: Epoch: [9] [31100/54024] learning_rate: 0.000100 loss_class: 0.727507 loss_bbox: 0.114921 loss_giou: 0.524336 loss_class_aux: 4.537764 loss_bbox_aux: 0.755976 loss_giou_aux: 3.286446 loss_class_dn: 0.355268 loss_bbox_dn: 0.106638 loss_giou_dn: 0.402578 loss_class_aux_dn: 1.941267 loss_bbox_aux_dn: 0.670530 loss_giou_aux_dn: 2.318247 loss: 15.668147 eta: 35 days, 3:08:25 batch_cost: 0.8804 data_cost: 0.0012 ips: 9.0864 images/s [07/26 02:41:02] ppdet.engine INFO: Epoch: [9] [31200/54024] learning_rate: 0.000100 loss_class: 0.736884 loss_bbox: 0.117019 loss_giou: 0.517885 loss_class_aux: 4.546695 loss_bbox_aux: 0.757458 loss_giou_aux: 3.293186 loss_class_dn: 0.368766 loss_bbox_dn: 0.110655 loss_giou_dn: 0.410884 loss_class_aux_dn: 1.977624 loss_bbox_aux_dn: 0.675305 loss_giou_aux_dn: 2.336720 loss: 16.080031 eta: 35 days, 3:08:46 batch_cost: 0.9282 data_cost: 0.0010 ips: 8.6192 images/s [07/26 02:42:34] ppdet.engine INFO: Epoch: [9] [31300/54024] learning_rate: 0.000100 loss_class: 0.689845 loss_bbox: 0.104080 loss_giou: 0.449123 loss_class_aux: 4.256546 loss_bbox_aux: 0.704452 loss_giou_aux: 2.804464 loss_class_dn: 0.330791 loss_bbox_dn: 0.098525 loss_giou_dn: 0.357403 loss_class_aux_dn: 1.794483 loss_bbox_aux_dn: 0.609967 loss_giou_aux_dn: 2.055913 loss: 14.139047 eta: 35 days, 3:05:26 batch_cost: 0.8722 data_cost: 0.0010 ips: 9.1725 images/s [07/26 02:44:06] ppdet.engine INFO: Epoch: [9] [31400/54024] learning_rate: 0.000100 loss_class: 0.675609 loss_bbox: 0.114047 loss_giou: 0.533683 loss_class_aux: 4.250771 loss_bbox_aux: 0.752408 loss_giou_aux: 3.265406 loss_class_dn: 0.344991 loss_bbox_dn: 0.105669 loss_giou_dn: 0.395042 loss_class_aux_dn: 1.864507 loss_bbox_aux_dn: 0.653775 loss_giou_aux_dn: 2.252048 loss: 15.030209 eta: 35 days, 3:01:53 batch_cost: 0.8689 data_cost: 0.0573 ips: 9.2072 images/s [07/26 02:45:35] ppdet.engine INFO: Epoch: [9] [31500/54024] learning_rate: 0.000100 loss_class: 0.692103 loss_bbox: 0.105646 loss_giou: 0.489750 loss_class_aux: 4.383746 loss_bbox_aux: 0.704410 loss_giou_aux: 3.022472 loss_class_dn: 0.350258 loss_bbox_dn: 0.106891 loss_giou_dn: 0.375403 loss_class_aux_dn: 1.858645 loss_bbox_aux_dn: 0.638902 loss_giou_aux_dn: 2.117939 loss: 14.833218 eta: 35 days, 2:56:25 batch_cost: 0.8397 data_cost: 0.0016 ips: 9.5267 images/s [07/26 02:47:03] ppdet.engine INFO: Epoch: [9] [31600/54024] learning_rate: 0.000100 loss_class: 0.644428 loss_bbox: 0.106590 loss_giou: 0.472109 loss_class_aux: 4.021712 loss_bbox_aux: 0.684964 loss_giou_aux: 2.998693 loss_class_dn: 0.326886 loss_bbox_dn: 0.094034 loss_giou_dn: 0.352453 loss_class_aux_dn: 1.753022 loss_bbox_aux_dn: 0.596964 loss_giou_aux_dn: 2.016134 loss: 14.541877 eta: 35 days, 2:50:52 batch_cost: 0.8382 data_cost: 0.0011 ips: 9.5444 images/s [07/26 02:48:32] ppdet.engine INFO: Epoch: [9] [31700/54024] learning_rate: 0.000100 loss_class: 0.716343 loss_bbox: 0.111192 loss_giou: 0.501022 loss_class_aux: 4.411243 loss_bbox_aux: 0.712451 loss_giou_aux: 3.115153 loss_class_dn: 0.354344 loss_bbox_dn: 0.103019 loss_giou_dn: 0.378014 loss_class_aux_dn: 1.882359 loss_bbox_aux_dn: 0.626257 loss_giou_aux_dn: 2.150849 loss: 15.283485 eta: 35 days, 2:45:15 batch_cost: 0.8370 data_cost: 0.0020 ips: 9.5582 images/s [07/26 02:50:05] ppdet.engine INFO: Epoch: [9] [31800/54024] learning_rate: 0.000100 loss_class: 0.662257 loss_bbox: 0.115233 loss_giou: 0.467727 loss_class_aux: 4.112228 loss_bbox_aux: 0.746244 loss_giou_aux: 2.994962 loss_class_dn: 0.345950 loss_bbox_dn: 0.103728 loss_giou_dn: 0.374096 loss_class_aux_dn: 1.866547 loss_bbox_aux_dn: 0.635972 loss_giou_aux_dn: 2.146355 loss: 15.256812 eta: 35 days, 2:42:38 batch_cost: 0.8828 data_cost: 0.0149 ips: 9.0624 images/s [07/26 02:51:43] ppdet.engine INFO: Epoch: [9] [31900/54024] learning_rate: 0.000100 loss_class: 0.706451 loss_bbox: 0.109440 loss_giou: 0.524830 loss_class_aux: 4.399560 loss_bbox_aux: 0.729747 loss_giou_aux: 3.250662 loss_class_dn: 0.348146 loss_bbox_dn: 0.097511 loss_giou_dn: 0.382632 loss_class_aux_dn: 1.889606 loss_bbox_aux_dn: 0.588763 loss_giou_aux_dn: 2.189723 loss: 15.456162 eta: 35 days, 2:43:36 batch_cost: 0.9375 data_cost: 0.0376 ips: 8.5336 images/s [07/26 02:53:15] ppdet.engine INFO: Epoch: [9] [32000/54024] learning_rate: 0.000100 loss_class: 0.732086 loss_bbox: 0.119500 loss_giou: 0.527538 loss_class_aux: 4.613091 loss_bbox_aux: 0.760740 loss_giou_aux: 3.291911 loss_class_dn: 0.365915 loss_bbox_dn: 0.106927 loss_giou_dn: 0.403776 loss_class_aux_dn: 1.943943 loss_bbox_aux_dn: 0.650970 loss_giou_aux_dn: 2.307163 loss: 16.086328 eta: 35 days, 2:40:22 batch_cost: 0.8732 data_cost: 0.0507 ips: 9.1614 images/s [07/26 02:54:45] ppdet.engine INFO: Epoch: [9] [32100/54024] learning_rate: 0.000100 loss_class: 0.689349 loss_bbox: 0.105920 loss_giou: 0.481479 loss_class_aux: 4.341140 loss_bbox_aux: 0.680338 loss_giou_aux: 3.009470 loss_class_dn: 0.337601 loss_bbox_dn: 0.111407 loss_giou_dn: 0.367286 loss_class_aux_dn: 1.838966 loss_bbox_aux_dn: 0.700686 loss_giou_aux_dn: 2.061206 loss: 14.691745 eta: 35 days, 2:35:20 batch_cost: 0.8457 data_cost: 0.0504 ips: 9.4601 images/s [07/26 02:56:13] ppdet.engine INFO: Epoch: [9] [32200/54024] learning_rate: 0.000100 loss_class: 0.631149 loss_bbox: 0.106181 loss_giou: 0.430868 loss_class_aux: 3.971127 loss_bbox_aux: 0.690959 loss_giou_aux: 2.717719 loss_class_dn: 0.320377 loss_bbox_dn: 0.100697 loss_giou_dn: 0.347427 loss_class_aux_dn: 1.739665 loss_bbox_aux_dn: 0.629724 loss_giou_aux_dn: 1.989615 loss: 13.783857 eta: 35 days, 2:30:14 batch_cost: 0.8445 data_cost: 0.0011 ips: 9.4729 images/s [07/26 02:57:46] ppdet.engine INFO: Epoch: [9] [32300/54024] learning_rate: 0.000100 loss_class: 0.701020 loss_bbox: 0.109295 loss_giou: 0.466521 loss_class_aux: 4.318573 loss_bbox_aux: 0.716025 loss_giou_aux: 2.958065 loss_class_dn: 0.340017 loss_bbox_dn: 0.100263 loss_giou_dn: 0.375366 loss_class_aux_dn: 1.822544 loss_bbox_aux_dn: 0.605303 loss_giou_aux_dn: 2.126808 loss: 15.410007 eta: 35 days, 2:27:24 batch_cost: 0.8791 data_cost: 0.0011 ips: 9.1002 images/s [07/26 02:59:11] ppdet.engine INFO: Epoch: [9] [32400/54024] learning_rate: 0.000100 loss_class: 0.660240 loss_bbox: 0.110702 loss_giou: 0.445645 loss_class_aux: 4.139841 loss_bbox_aux: 0.753635 loss_giou_aux: 2.820958 loss_class_dn: 0.331182 loss_bbox_dn: 0.112847 loss_giou_dn: 0.341650 loss_class_aux_dn: 1.792467 loss_bbox_aux_dn: 0.689689 loss_giou_aux_dn: 1.930592 loss: 14.770756 eta: 35 days, 2:19:12 batch_cost: 0.7966 data_cost: 0.0010 ips: 10.0429 images/s [07/26 03:00:44] ppdet.engine INFO: Epoch: [9] [32500/54024] learning_rate: 0.000100 loss_class: 0.698382 loss_bbox: 0.109595 loss_giou: 0.511164 loss_class_aux: 4.317100 loss_bbox_aux: 0.722818 loss_giou_aux: 3.153700 loss_class_dn: 0.347279 loss_bbox_dn: 0.105749 loss_giou_dn: 0.385050 loss_class_aux_dn: 1.872687 loss_bbox_aux_dn: 0.657268 loss_giou_aux_dn: 2.184415 loss: 15.347549 eta: 35 days, 2:16:48 batch_cost: 0.8857 data_cost: 0.0208 ips: 9.0325 images/s [07/26 03:02:17] ppdet.engine INFO: Epoch: [9] [32600/54024] learning_rate: 0.000100 loss_class: 0.734750 loss_bbox: 0.119509 loss_giou: 0.540809 loss_class_aux: 4.604065 loss_bbox_aux: 0.804341 loss_giou_aux: 3.399673 loss_class_dn: 0.372499 loss_bbox_dn: 0.119715 loss_giou_dn: 0.410574 loss_class_aux_dn: 2.019792 loss_bbox_aux_dn: 0.726866 loss_giou_aux_dn: 2.324038 loss: 16.148407 eta: 35 days, 2:14:14 batch_cost: 0.8830 data_cost: 0.0010 ips: 9.0599 images/s [07/26 03:03:51] ppdet.engine INFO: Epoch: [9] [32700/54024] learning_rate: 0.000100 loss_class: 0.691748 loss_bbox: 0.115005 loss_giou: 0.479897 loss_class_aux: 4.266255 loss_bbox_aux: 0.741038 loss_giou_aux: 3.025987 loss_class_dn: 0.344912 loss_bbox_dn: 0.101610 loss_giou_dn: 0.383675 loss_class_aux_dn: 1.865430 loss_bbox_aux_dn: 0.628150 loss_giou_aux_dn: 2.192149 loss: 15.144125 eta: 35 days, 2:12:00 batch_cost: 0.8880 data_cost: 0.0116 ips: 9.0087 images/s [07/26 03:05:26] ppdet.engine INFO: Epoch: [9] [32800/54024] learning_rate: 0.000100 loss_class: 0.708730 loss_bbox: 0.113635 loss_giou: 0.496058 loss_class_aux: 4.462508 loss_bbox_aux: 0.734878 loss_giou_aux: 3.145431 loss_class_dn: 0.352791 loss_bbox_dn: 0.104675 loss_giou_dn: 0.372796 loss_class_aux_dn: 1.893381 loss_bbox_aux_dn: 0.641176 loss_giou_aux_dn: 2.147006 loss: 15.201940 eta: 35 days, 2:10:58 batch_cost: 0.9066 data_cost: 0.0018 ips: 8.8241 images/s [07/26 03:06:59] ppdet.engine INFO: Epoch: [9] [32900/54024] learning_rate: 0.000100 loss_class: 0.668749 loss_bbox: 0.108699 loss_giou: 0.525853 loss_class_aux: 4.145013 loss_bbox_aux: 0.725734 loss_giou_aux: 3.271274 loss_class_dn: 0.353654 loss_bbox_dn: 0.092087 loss_giou_dn: 0.378671 loss_class_aux_dn: 1.955285 loss_bbox_aux_dn: 0.565048 loss_giou_aux_dn: 2.168620 loss: 15.319626 eta: 35 days, 2:08:05 batch_cost: 0.8782 data_cost: 0.0813 ips: 9.1094 images/s [07/26 03:08:28] ppdet.engine INFO: Epoch: [9] [33000/54024] learning_rate: 0.000100 loss_class: 0.690577 loss_bbox: 0.118096 loss_giou: 0.512930 loss_class_aux: 4.214777 loss_bbox_aux: 0.774270 loss_giou_aux: 3.213388 loss_class_dn: 0.350269 loss_bbox_dn: 0.107556 loss_giou_dn: 0.396188 loss_class_aux_dn: 1.872764 loss_bbox_aux_dn: 0.649755 loss_giou_aux_dn: 2.214782 loss: 15.502985 eta: 35 days, 2:02:53 batch_cost: 0.8422 data_cost: 0.0010 ips: 9.4994 images/s [07/26 03:09:59] ppdet.engine INFO: Epoch: [9] [33100/54024] learning_rate: 0.000100 loss_class: 0.678813 loss_bbox: 0.117551 loss_giou: 0.433617 loss_class_aux: 4.242934 loss_bbox_aux: 0.751346 loss_giou_aux: 2.758742 loss_class_dn: 0.331549 loss_bbox_dn: 0.108016 loss_giou_dn: 0.353432 loss_class_aux_dn: 1.823584 loss_bbox_aux_dn: 0.666104 loss_giou_aux_dn: 2.017327 loss: 14.852372 eta: 35 days, 1:59:13 batch_cost: 0.8656 data_cost: 0.0161 ips: 9.2423 images/s [07/26 03:11:24] ppdet.engine INFO: Epoch: [9] [33200/54024] learning_rate: 0.000100 loss_class: 0.693433 loss_bbox: 0.106376 loss_giou: 0.506460 loss_class_aux: 4.354503 loss_bbox_aux: 0.731819 loss_giou_aux: 3.178970 loss_class_dn: 0.338558 loss_bbox_dn: 0.099512 loss_giou_dn: 0.380118 loss_class_aux_dn: 1.818044 loss_bbox_aux_dn: 0.587456 loss_giou_aux_dn: 2.159719 loss: 15.200300 eta: 35 days, 1:51:07 batch_cost: 0.7969 data_cost: 0.0012 ips: 10.0390 images/s [07/26 03:12:50] ppdet.engine INFO: Epoch: [9] [33300/54024] learning_rate: 0.000100 loss_class: 0.645560 loss_bbox: 0.109649 loss_giou: 0.455790 loss_class_aux: 4.028255 loss_bbox_aux: 0.723546 loss_giou_aux: 2.922158 loss_class_dn: 0.331291 loss_bbox_dn: 0.107084 loss_giou_dn: 0.362286 loss_class_aux_dn: 1.781295 loss_bbox_aux_dn: 0.669423 loss_giou_aux_dn: 2.087535 loss: 14.842665 eta: 35 days, 1:43:49 batch_cost: 0.8091 data_cost: 0.0011 ips: 9.8879 images/s [07/26 03:14:30] ppdet.engine INFO: Epoch: [9] [33400/54024] learning_rate: 0.000100 loss_class: 0.713654 loss_bbox: 0.104786 loss_giou: 0.451579 loss_class_aux: 4.366344 loss_bbox_aux: 0.698594 loss_giou_aux: 2.852415 loss_class_dn: 0.337389 loss_bbox_dn: 0.105111 loss_giou_dn: 0.343570 loss_class_aux_dn: 1.828506 loss_bbox_aux_dn: 0.655551 loss_giou_aux_dn: 1.953038 loss: 14.455262 eta: 35 days, 1:45:25 batch_cost: 0.9474 data_cost: 0.0035 ips: 8.4444 images/s [07/26 03:16:21] ppdet.engine INFO: Epoch: [9] [33500/54024] learning_rate: 0.000100 loss_class: 0.690041 loss_bbox: 0.108588 loss_giou: 0.513798 loss_class_aux: 4.307647 loss_bbox_aux: 0.697401 loss_giou_aux: 3.189915 loss_class_dn: 0.346491 loss_bbox_dn: 0.096877 loss_giou_dn: 0.382210 loss_class_aux_dn: 1.852904 loss_bbox_aux_dn: 0.590116 loss_giou_aux_dn: 2.169911 loss: 15.011560 eta: 35 days, 1:54:53 batch_cost: 1.0700 data_cost: 0.0080 ips: 7.4767 images/s [07/26 03:17:47] ppdet.engine INFO: Epoch: [9] [33600/54024] learning_rate: 0.000100 loss_class: 0.687455 loss_bbox: 0.107947 loss_giou: 0.499391 loss_class_aux: 4.236856 loss_bbox_aux: 0.717308 loss_giou_aux: 3.203983 loss_class_dn: 0.351874 loss_bbox_dn: 0.103273 loss_giou_dn: 0.393725 loss_class_aux_dn: 1.872306 loss_bbox_aux_dn: 0.627702 loss_giou_aux_dn: 2.204793 loss: 15.628984 eta: 35 days, 1:48:08 batch_cost: 0.8174 data_cost: 0.0199 ips: 9.7869 images/s [07/26 03:19:15] ppdet.engine INFO: Epoch: [9] [33700/54024] learning_rate: 0.000100 loss_class: 0.672719 loss_bbox: 0.106916 loss_giou: 0.482685 loss_class_aux: 4.206872 loss_bbox_aux: 0.695157 loss_giou_aux: 3.055708 loss_class_dn: 0.344376 loss_bbox_dn: 0.100765 loss_giou_dn: 0.369642 loss_class_aux_dn: 1.867986 loss_bbox_aux_dn: 0.630951 loss_giou_aux_dn: 2.092806 loss: 14.994767 eta: 35 days, 1:42:21 batch_cost: 0.8324 data_cost: 0.0120 ips: 9.6110 images/s [07/26 03:19:40] ppdet.data.transform.operators WARNING: The actual image height: 1024 is not equal to the height: 768.0 in annotation, and update sample['h'] by actual image height. [07/26 03:19:40] ppdet.data.transform.operators WARNING: The actual image width: 768 is not equal to the width: 1024.0 in annotation, and update sample['w'] by actual image width. [07/26 03:21:06] ppdet.engine INFO: Epoch: [9] [33800/54024] learning_rate: 0.000100 loss_class: 0.704472 loss_bbox: 0.116700 loss_giou: 0.506119 loss_class_aux: 4.398604 loss_bbox_aux: 0.753554 loss_giou_aux: 3.202075 loss_class_dn: 0.354944 loss_bbox_dn: 0.104337 loss_giou_dn: 0.393334 loss_class_aux_dn: 1.915366 loss_bbox_aux_dn: 0.645781 loss_giou_aux_dn: 2.237572 loss: 15.196042 eta: 35 days, 1:50:52 batch_cost: 1.0559 data_cost: 0.0400 ips: 7.5768 images/s [07/26 03:22:33] ppdet.engine INFO: Epoch: [9] [33900/54024] learning_rate: 0.000100 loss_class: 0.708898 loss_bbox: 0.119585 loss_giou: 0.494804 loss_class_aux: 4.370515 loss_bbox_aux: 0.768727 loss_giou_aux: 3.115330 loss_class_dn: 0.345736 loss_bbox_dn: 0.107128 loss_giou_dn: 0.376721 loss_class_aux_dn: 1.870247 loss_bbox_aux_dn: 0.662643 loss_giou_aux_dn: 2.135925 loss: 14.955187 eta: 35 days, 1:44:41 batch_cost: 0.8261 data_cost: 0.0011 ips: 9.6836 images/s [07/26 03:24:17] ppdet.engine INFO: Epoch: [9] [34000/54024] learning_rate: 0.000100 loss_class: 0.698049 loss_bbox: 0.111911 loss_giou: 0.495223 loss_class_aux: 4.380905 loss_bbox_aux: 0.737030 loss_giou_aux: 3.115272 loss_class_dn: 0.351086 loss_bbox_dn: 0.108478 loss_giou_dn: 0.379022 loss_class_aux_dn: 1.913170 loss_bbox_aux_dn: 0.668029 loss_giou_aux_dn: 2.152777 loss: 15.109534 eta: 35 days, 1:49:01 batch_cost: 0.9905 data_cost: 0.0010 ips: 8.0767 images/s [07/26 03:25:46] ppdet.engine INFO: Epoch: [9] [34100/54024] learning_rate: 0.000100 loss_class: 0.671135 loss_bbox: 0.107895 loss_giou: 0.498690 loss_class_aux: 4.181233 loss_bbox_aux: 0.709250 loss_giou_aux: 3.118359 loss_class_dn: 0.347762 loss_bbox_dn: 0.097070 loss_giou_dn: 0.383351 loss_class_aux_dn: 1.860748 loss_bbox_aux_dn: 0.598785 loss_giou_aux_dn: 2.182942 loss: 15.185035 eta: 35 days, 1:43:55 batch_cost: 0.8429 data_cost: 0.0079 ips: 9.4910 images/s [07/26 03:27:24] ppdet.engine INFO: Epoch: [9] [34200/54024] learning_rate: 0.000100 loss_class: 0.698139 loss_bbox: 0.109404 loss_giou: 0.480266 loss_class_aux: 4.297788 loss_bbox_aux: 0.717293 loss_giou_aux: 2.994618 loss_class_dn: 0.355518 loss_bbox_dn: 0.103412 loss_giou_dn: 0.370503 loss_class_aux_dn: 1.898158 loss_bbox_aux_dn: 0.624547 loss_giou_aux_dn: 2.166767 loss: 15.537443 eta: 35 days, 1:44:36 batch_cost: 0.9336 data_cost: 0.0892 ips: 8.5688 images/s [07/26 03:29:00] ppdet.engine INFO: Epoch: [9] [34300/54024] learning_rate: 0.000100 loss_class: 0.726916 loss_bbox: 0.117771 loss_giou: 0.547915 loss_class_aux: 4.421704 loss_bbox_aux: 0.760113 loss_giou_aux: 3.463467 loss_class_dn: 0.350570 loss_bbox_dn: 0.106467 loss_giou_dn: 0.411227 loss_class_aux_dn: 1.882775 loss_bbox_aux_dn: 0.650640 loss_giou_aux_dn: 2.319895 loss: 15.861072 eta: 35 days, 1:43:56 batch_cost: 0.9126 data_cost: 0.0010 ips: 8.7664 images/s [07/26 03:30:48] ppdet.engine INFO: Epoch: [9] [34400/54024] learning_rate: 0.000100 loss_class: 0.664160 loss_bbox: 0.106810 loss_giou: 0.487522 loss_class_aux: 4.199076 loss_bbox_aux: 0.706672 loss_giou_aux: 3.086102 loss_class_dn: 0.335777 loss_bbox_dn: 0.103852 loss_giou_dn: 0.369789 loss_class_aux_dn: 1.801502 loss_bbox_aux_dn: 0.639517 loss_giou_aux_dn: 2.117812 loss: 14.717427 eta: 35 days, 1:50:32 batch_cost: 1.0269 data_cost: 0.0475 ips: 7.7908 images/s [07/26 03:32:17] ppdet.engine INFO: Epoch: [9] [34500/54024] learning_rate: 0.000100 loss_class: 0.686601 loss_bbox: 0.107659 loss_giou: 0.496734 loss_class_aux: 4.231179 loss_bbox_aux: 0.706751 loss_giou_aux: 3.090571 loss_class_dn: 0.324937 loss_bbox_dn: 0.100916 loss_giou_dn: 0.376572 loss_class_aux_dn: 1.765375 loss_bbox_aux_dn: 0.621820 loss_giou_aux_dn: 2.115620 loss: 14.789902 eta: 35 days, 1:46:05 batch_cost: 0.8530 data_cost: 0.0181 ips: 9.3790 images/s [07/26 03:33:51] ppdet.engine INFO: Epoch: [9] [34600/54024] learning_rate: 0.000100 loss_class: 0.680847 loss_bbox: 0.109057 loss_giou: 0.471087 loss_class_aux: 4.234748 loss_bbox_aux: 0.730285 loss_giou_aux: 2.984879 loss_class_dn: 0.335975 loss_bbox_dn: 0.103521 loss_giou_dn: 0.371893 loss_class_aux_dn: 1.827314 loss_bbox_aux_dn: 0.622646 loss_giou_aux_dn: 2.110138 loss: 14.596067 eta: 35 days, 1:44:10 batch_cost: 0.8930 data_cost: 0.1161 ips: 8.9587 images/s [07/26 03:35:14] ppdet.engine INFO: Epoch: [9] [34700/54024] learning_rate: 0.000100 loss_class: 0.696041 loss_bbox: 0.104304 loss_giou: 0.490975 loss_class_aux: 4.348672 loss_bbox_aux: 0.701773 loss_giou_aux: 3.075241 loss_class_dn: 0.345150 loss_bbox_dn: 0.102001 loss_giou_dn: 0.386054 loss_class_aux_dn: 1.894943 loss_bbox_aux_dn: 0.629113 loss_giou_aux_dn: 2.204599 loss: 15.093042 eta: 35 days, 1:35:39 batch_cost: 0.7886 data_cost: 0.0166 ips: 10.1444 images/s [07/26 03:36:37] ppdet.engine INFO: Epoch: [9] [34800/54024] learning_rate: 0.000100 loss_class: 0.686414 loss_bbox: 0.123143 loss_giou: 0.512573 loss_class_aux: 4.326252 loss_bbox_aux: 0.781440 loss_giou_aux: 3.175782 loss_class_dn: 0.347001 loss_bbox_dn: 0.107173 loss_giou_dn: 0.373706 loss_class_aux_dn: 1.867460 loss_bbox_aux_dn: 0.675739 loss_giou_aux_dn: 2.120455 loss: 15.325171 eta: 35 days, 1:26:38 batch_cost: 0.7803 data_cost: 0.0111 ips: 10.2521 images/s [07/26 03:38:11] ppdet.engine INFO: Epoch: [9] [34900/54024] learning_rate: 0.000100 loss_class: 0.692315 loss_bbox: 0.114251 loss_giou: 0.508451 loss_class_aux: 4.286921 loss_bbox_aux: 0.732915 loss_giou_aux: 3.200712 loss_class_dn: 0.356286 loss_bbox_dn: 0.111129 loss_giou_dn: 0.397441 loss_class_aux_dn: 1.918752 loss_bbox_aux_dn: 0.706367 loss_giou_aux_dn: 2.292379 loss: 15.501004 eta: 35 days, 1:25:17 batch_cost: 0.9018 data_cost: 0.1160 ips: 8.8714 images/s [07/26 03:39:40] ppdet.engine INFO: Epoch: [9] [35000/54024] learning_rate: 0.000100 loss_class: 0.712828 loss_bbox: 0.115497 loss_giou: 0.534870 loss_class_aux: 4.407414 loss_bbox_aux: 0.760704 loss_giou_aux: 3.355095 loss_class_dn: 0.374635 loss_bbox_dn: 0.107291 loss_giou_dn: 0.399252 loss_class_aux_dn: 1.969169 loss_bbox_aux_dn: 0.665713 loss_giou_aux_dn: 2.284207 loss: 16.305219 eta: 35 days, 1:20:12 batch_cost: 0.8422 data_cost: 0.0389 ips: 9.4987 images/s [07/26 03:41:18] ppdet.engine INFO: Epoch: [9] [35100/54024] learning_rate: 0.000100 loss_class: 0.668345 loss_bbox: 0.105157 loss_giou: 0.445646 loss_class_aux: 4.139038 loss_bbox_aux: 0.710575 loss_giou_aux: 2.731119 loss_class_dn: 0.321119 loss_bbox_dn: 0.104937 loss_giou_dn: 0.345224 loss_class_aux_dn: 1.733897 loss_bbox_aux_dn: 0.641255 loss_giou_aux_dn: 1.957685 loss: 14.175017 eta: 35 days, 1:20:38 batch_cost: 0.9299 data_cost: 0.1127 ips: 8.6027 images/s [07/26 03:42:45] ppdet.engine INFO: Epoch: [9] [35200/54024] learning_rate: 0.000100 loss_class: 0.695353 loss_bbox: 0.111183 loss_giou: 0.465760 loss_class_aux: 4.323734 loss_bbox_aux: 0.729573 loss_giou_aux: 2.939033 loss_class_dn: 0.334351 loss_bbox_dn: 0.106539 loss_giou_dn: 0.352989 loss_class_aux_dn: 1.799513 loss_bbox_aux_dn: 0.634867 loss_giou_aux_dn: 1.999806 loss: 14.595037 eta: 35 days, 1:14:34 batch_cost: 0.8266 data_cost: 0.0297 ips: 9.6784 images/s [07/26 03:44:14] ppdet.engine INFO: Epoch: [9] [35300/54024] learning_rate: 0.000100 loss_class: 0.700702 loss_bbox: 0.107286 loss_giou: 0.518230 loss_class_aux: 4.326185 loss_bbox_aux: 0.719148 loss_giou_aux: 3.274063 loss_class_dn: 0.350159 loss_bbox_dn: 0.105824 loss_giou_dn: 0.394082 loss_class_aux_dn: 1.913456 loss_bbox_aux_dn: 0.637095 loss_giou_aux_dn: 2.228526 loss: 15.233224 eta: 35 days, 1:09:02 batch_cost: 0.8348 data_cost: 0.0010 ips: 9.5829 images/s [07/26 03:45:48] ppdet.engine INFO: Epoch: [9] [35400/54024] learning_rate: 0.000100 loss_class: 0.696941 loss_bbox: 0.109266 loss_giou: 0.501903 loss_class_aux: 4.274373 loss_bbox_aux: 0.711839 loss_giou_aux: 3.148503 loss_class_dn: 0.344505 loss_bbox_dn: 0.098391 loss_giou_dn: 0.381961 loss_class_aux_dn: 1.833829 loss_bbox_aux_dn: 0.606011 loss_giou_aux_dn: 2.163279 loss: 15.084443 eta: 35 days, 1:07:31 batch_cost: 0.8987 data_cost: 0.0010 ips: 8.9022 images/s [07/26 03:47:21] ppdet.engine INFO: Epoch: [9] [35500/54024] learning_rate: 0.000100 loss_class: 0.721397 loss_bbox: 0.116327 loss_giou: 0.543599 loss_class_aux: 4.500260 loss_bbox_aux: 0.773712 loss_giou_aux: 3.474874 loss_class_dn: 0.360930 loss_bbox_dn: 0.105376 loss_giou_dn: 0.408735 loss_class_aux_dn: 1.947532 loss_bbox_aux_dn: 0.637322 loss_giou_aux_dn: 2.313345 loss: 16.098411 eta: 35 days, 1:05:11 batch_cost: 0.8858 data_cost: 0.0600 ips: 9.0315 images/s [07/26 03:48:53] ppdet.engine INFO: Epoch: [9] [35600/54024] learning_rate: 0.000100 loss_class: 0.685602 loss_bbox: 0.102826 loss_giou: 0.469107 loss_class_aux: 4.227169 loss_bbox_aux: 0.669193 loss_giou_aux: 2.957444 loss_class_dn: 0.329743 loss_bbox_dn: 0.093331 loss_giou_dn: 0.360264 loss_class_aux_dn: 1.780792 loss_bbox_aux_dn: 0.580829 loss_giou_aux_dn: 2.044162 loss: 14.579376 eta: 35 days, 1:01:33 batch_cost: 0.8651 data_cost: 0.0215 ips: 9.2478 images/s [07/26 03:50:22] ppdet.engine INFO: Epoch: [9] [35700/54024] learning_rate: 0.000100 loss_class: 0.700311 loss_bbox: 0.114034 loss_giou: 0.476182 loss_class_aux: 4.347966 loss_bbox_aux: 0.735205 loss_giou_aux: 3.048140 loss_class_dn: 0.350086 loss_bbox_dn: 0.111591 loss_giou_dn: 0.366448 loss_class_aux_dn: 1.890488 loss_bbox_aux_dn: 0.688164 loss_giou_aux_dn: 2.089350 loss: 15.361495 eta: 35 days, 0:56:57 batch_cost: 0.8492 data_cost: 0.0010 ips: 9.4210 images/s [07/26 03:52:14] ppdet.engine INFO: Epoch: [9] [35800/54024] learning_rate: 0.000100 loss_class: 0.660409 loss_bbox: 0.106604 loss_giou: 0.469416 loss_class_aux: 4.154773 loss_bbox_aux: 0.707650 loss_giou_aux: 2.949887 loss_class_dn: 0.325019 loss_bbox_dn: 0.093088 loss_giou_dn: 0.359550 loss_class_aux_dn: 1.754194 loss_bbox_aux_dn: 0.555608 loss_giou_aux_dn: 2.061954 loss: 14.414235 eta: 35 days, 1:06:42 batch_cost: 1.0791 data_cost: 0.0737 ips: 7.4135 images/s [07/26 03:53:44] ppdet.engine INFO: Epoch: [9] [35900/54024] learning_rate: 0.000100 loss_class: 0.676528 loss_bbox: 0.109725 loss_giou: 0.478830 loss_class_aux: 4.170540 loss_bbox_aux: 0.705246 loss_giou_aux: 3.012963 loss_class_dn: 0.343312 loss_bbox_dn: 0.100266 loss_giou_dn: 0.369563 loss_class_aux_dn: 1.840285 loss_bbox_aux_dn: 0.608721 loss_giou_aux_dn: 2.103956 loss: 14.667434 eta: 35 days, 1:02:22 batch_cost: 0.8537 data_cost: 0.0291 ips: 9.3706 images/s [07/26 03:55:30] ppdet.engine INFO: Epoch: [9] [36000/54024] learning_rate: 0.000100 loss_class: 0.659540 loss_bbox: 0.106502 loss_giou: 0.475692 loss_class_aux: 4.103753 loss_bbox_aux: 0.698420 loss_giou_aux: 2.931120 loss_class_dn: 0.334085 loss_bbox_dn: 0.101178 loss_giou_dn: 0.362100 loss_class_aux_dn: 1.818850 loss_bbox_aux_dn: 0.616059 loss_giou_aux_dn: 2.088071 loss: 14.674345 eta: 35 days, 1:07:31 batch_cost: 1.0056 data_cost: 0.0742 ips: 7.9558 images/s [07/26 03:56:54] ppdet.engine INFO: Epoch: [9] [36100/54024] learning_rate: 0.000100 loss_class: 0.740655 loss_bbox: 0.119106 loss_giou: 0.528371 loss_class_aux: 4.629924 loss_bbox_aux: 0.780371 loss_giou_aux: 3.284149 loss_class_dn: 0.357758 loss_bbox_dn: 0.113111 loss_giou_dn: 0.398792 loss_class_aux_dn: 1.926878 loss_bbox_aux_dn: 0.697401 loss_giou_aux_dn: 2.266322 loss: 15.578768 eta: 35 days, 0:59:08 batch_cost: 0.7888 data_cost: 0.0011 ips: 10.1417 images/s [07/26 03:58:24] ppdet.engine INFO: Epoch: [9] [36200/54024] learning_rate: 0.000100 loss_class: 0.714520 loss_bbox: 0.117121 loss_giou: 0.505309 loss_class_aux: 4.402953 loss_bbox_aux: 0.731781 loss_giou_aux: 3.188374 loss_class_dn: 0.340673 loss_bbox_dn: 0.103268 loss_giou_dn: 0.375047 loss_class_aux_dn: 1.835409 loss_bbox_aux_dn: 0.654894 loss_giou_aux_dn: 2.185406 loss: 14.956154 eta: 35 days, 0:55:06 batch_cost: 0.8581 data_cost: 0.0010 ips: 9.3230 images/s [07/26 03:59:52] ppdet.engine INFO: Epoch: [9] [36300/54024] learning_rate: 0.000100 loss_class: 0.748414 loss_bbox: 0.125386 loss_giou: 0.535725 loss_class_aux: 4.567902 loss_bbox_aux: 0.817331 loss_giou_aux: 3.311545 loss_class_dn: 0.363389 loss_bbox_dn: 0.107718 loss_giou_dn: 0.402064 loss_class_aux_dn: 1.948255 loss_bbox_aux_dn: 0.655649 loss_giou_aux_dn: 2.303725 loss: 16.310858 eta: 35 days, 0:49:28 batch_cost: 0.8326 data_cost: 0.0011 ips: 9.6089 images/s [07/26 04:01:23] ppdet.engine INFO: Epoch: [9] [36400/54024] learning_rate: 0.000100 loss_class: 0.697686 loss_bbox: 0.120341 loss_giou: 0.478198 loss_class_aux: 4.382859 loss_bbox_aux: 0.762180 loss_giou_aux: 3.005495 loss_class_dn: 0.335177 loss_bbox_dn: 0.102411 loss_giou_dn: 0.361316 loss_class_aux_dn: 1.834391 loss_bbox_aux_dn: 0.638927 loss_giou_aux_dn: 2.104654 loss: 15.378576 eta: 35 days, 0:45:52 batch_cost: 0.8651 data_cost: 0.0025 ips: 9.2478 images/s [07/26 04:02:49] ppdet.engine INFO: Epoch: [9] [36500/54024] learning_rate: 0.000100 loss_class: 0.665453 loss_bbox: 0.110838 loss_giou: 0.469244 loss_class_aux: 4.130374 loss_bbox_aux: 0.714364 loss_giou_aux: 2.912670 loss_class_dn: 0.323838 loss_bbox_dn: 0.100680 loss_giou_dn: 0.354584 loss_class_aux_dn: 1.733647 loss_bbox_aux_dn: 0.619479 loss_giou_aux_dn: 2.041253 loss: 14.383015 eta: 35 days, 0:39:12 batch_cost: 0.8156 data_cost: 0.0201 ips: 9.8088 images/s [07/26 04:04:41] ppdet.engine INFO: Epoch: [9] [36600/54024] learning_rate: 0.000100 loss_class: 0.692524 loss_bbox: 0.116207 loss_giou: 0.509417 loss_class_aux: 4.346348 loss_bbox_aux: 0.759153 loss_giou_aux: 3.158318 loss_class_dn: 0.352511 loss_bbox_dn: 0.101547 loss_giou_dn: 0.386342 loss_class_aux_dn: 1.898250 loss_bbox_aux_dn: 0.637675 loss_giou_aux_dn: 2.225679 loss: 15.032166 eta: 35 days, 0:48:08 batch_cost: 1.0674 data_cost: 0.0010 ips: 7.4950 images/s [07/26 04:06:14] ppdet.engine INFO: Epoch: [9] [36700/54024] learning_rate: 0.000100 loss_class: 0.690573 loss_bbox: 0.111719 loss_giou: 0.534170 loss_class_aux: 4.211753 loss_bbox_aux: 0.722356 loss_giou_aux: 3.277086 loss_class_dn: 0.353172 loss_bbox_dn: 0.110750 loss_giou_dn: 0.390554 loss_class_aux_dn: 1.900591 loss_bbox_aux_dn: 0.678363 loss_giou_aux_dn: 2.217450 loss: 15.310758 eta: 35 days, 0:45:46 batch_cost: 0.8849 data_cost: 0.0891 ips: 9.0406 images/s [07/26 04:07:55] ppdet.engine INFO: Epoch: [9] [36800/54024] learning_rate: 0.000100 loss_class: 0.694585 loss_bbox: 0.110234 loss_giou: 0.469520 loss_class_aux: 4.308940 loss_bbox_aux: 0.726179 loss_giou_aux: 2.971634 loss_class_dn: 0.348265 loss_bbox_dn: 0.100308 loss_giou_dn: 0.371603 loss_class_aux_dn: 1.867664 loss_bbox_aux_dn: 0.615867 loss_giou_aux_dn: 2.114566 loss: 15.539498 eta: 35 days, 0:47:44 batch_cost: 0.9552 data_cost: 0.0107 ips: 8.3756 images/s [07/26 04:09:33] ppdet.engine INFO: Epoch: [9] [36900/54024] learning_rate: 0.000100 loss_class: 0.708649 loss_bbox: 0.113455 loss_giou: 0.516578 loss_class_aux: 4.366852 loss_bbox_aux: 0.722383 loss_giou_aux: 3.210977 loss_class_dn: 0.359094 loss_bbox_dn: 0.092563 loss_giou_dn: 0.384540 loss_class_aux_dn: 1.932822 loss_bbox_aux_dn: 0.580305 loss_giou_aux_dn: 2.205635 loss: 15.344598 eta: 35 days, 0:48:26 batch_cost: 0.9346 data_cost: 0.0125 ips: 8.5595 images/s [07/26 04:11:05] ppdet.engine INFO: Epoch: [9] [37000/54024] learning_rate: 0.000100 loss_class: 0.675868 loss_bbox: 0.106755 loss_giou: 0.488465 loss_class_aux: 4.175642 loss_bbox_aux: 0.709053 loss_giou_aux: 3.069586 loss_class_dn: 0.334202 loss_bbox_dn: 0.099274 loss_giou_dn: 0.370998 loss_class_aux_dn: 1.788986 loss_bbox_aux_dn: 0.629237 loss_giou_aux_dn: 2.104910 loss: 14.305935 eta: 35 days, 0:45:58 batch_cost: 0.8833 data_cost: 0.0518 ips: 9.0570 images/s [07/26 04:12:42] ppdet.engine INFO: Epoch: [9] [37100/54024] learning_rate: 0.000100 loss_class: 0.675365 loss_bbox: 0.111796 loss_giou: 0.495135 loss_class_aux: 4.247363 loss_bbox_aux: 0.726053 loss_giou_aux: 3.104885 loss_class_dn: 0.345882 loss_bbox_dn: 0.105455 loss_giou_dn: 0.385198 loss_class_aux_dn: 1.849265 loss_bbox_aux_dn: 0.653621 loss_giou_aux_dn: 2.203381 loss: 15.189550 eta: 35 days, 0:45:56 batch_cost: 0.9228 data_cost: 0.0012 ips: 8.6692 images/s [07/26 04:14:18] ppdet.engine INFO: Epoch: [9] [37200/54024] learning_rate: 0.000100 loss_class: 0.667186 loss_bbox: 0.105731 loss_giou: 0.460770 loss_class_aux: 4.073160 loss_bbox_aux: 0.706608 loss_giou_aux: 2.870193 loss_class_dn: 0.336066 loss_bbox_dn: 0.109984 loss_giou_dn: 0.362853 loss_class_aux_dn: 1.814872 loss_bbox_aux_dn: 0.653842 loss_giou_aux_dn: 2.101402 loss: 14.625656 eta: 35 days, 0:44:50 batch_cost: 0.9058 data_cost: 0.0011 ips: 8.8321 images/s [07/26 04:16:09] ppdet.engine INFO: Epoch: [9] [37300/54024] learning_rate: 0.000100 loss_class: 0.654169 loss_bbox: 0.106617 loss_giou: 0.450730 loss_class_aux: 4.108482 loss_bbox_aux: 0.679601 loss_giou_aux: 2.804177 loss_class_dn: 0.326667 loss_bbox_dn: 0.100149 loss_giou_dn: 0.344823 loss_class_aux_dn: 1.776791 loss_bbox_aux_dn: 0.598155 loss_giou_aux_dn: 1.952828 loss: 14.184453 eta: 35 days, 0:53:36 batch_cost: 1.0660 data_cost: 0.1875 ips: 7.5045 images/s [07/26 04:17:52] ppdet.engine INFO: Epoch: [9] [37400/54024] learning_rate: 0.000100 loss_class: 0.667006 loss_bbox: 0.108842 loss_giou: 0.458277 loss_class_aux: 4.121289 loss_bbox_aux: 0.709477 loss_giou_aux: 2.922554 loss_class_dn: 0.321930 loss_bbox_dn: 0.094905 loss_giou_dn: 0.353584 loss_class_aux_dn: 1.730607 loss_bbox_aux_dn: 0.600693 loss_giou_aux_dn: 1.990342 loss: 13.468569 eta: 35 days, 0:57:01 batch_cost: 0.9795 data_cost: 0.0354 ips: 8.1677 images/s [07/26 04:19:29] ppdet.engine INFO: Epoch: [9] [37500/54024] learning_rate: 0.000100 loss_class: 0.654538 loss_bbox: 0.109428 loss_giou: 0.479634 loss_class_aux: 4.045916 loss_bbox_aux: 0.700680 loss_giou_aux: 3.059058 loss_class_dn: 0.331497 loss_bbox_dn: 0.109197 loss_giou_dn: 0.374195 loss_class_aux_dn: 1.799518 loss_bbox_aux_dn: 0.641951 loss_giou_aux_dn: 2.156003 loss: 14.894519 eta: 35 days, 0:56:51 batch_cost: 0.9211 data_cost: 0.0085 ips: 8.6851 images/s [07/26 04:21:04] ppdet.engine INFO: Epoch: [9] [37600/54024] learning_rate: 0.000100 loss_class: 0.700747 loss_bbox: 0.118187 loss_giou: 0.527654 loss_class_aux: 4.413929 loss_bbox_aux: 0.755544 loss_giou_aux: 3.293165 loss_class_dn: 0.349475 loss_bbox_dn: 0.103963 loss_giou_dn: 0.382288 loss_class_aux_dn: 1.905149 loss_bbox_aux_dn: 0.641967 loss_giou_aux_dn: 2.187454 loss: 15.383780 eta: 35 days, 0:55:47 batch_cost: 0.9065 data_cost: 0.0327 ips: 8.8247 images/s [07/26 04:22:42] ppdet.engine INFO: Epoch: [9] [37700/54024] learning_rate: 0.000100 loss_class: 0.688937 loss_bbox: 0.111817 loss_giou: 0.498732 loss_class_aux: 4.295341 loss_bbox_aux: 0.730458 loss_giou_aux: 3.078728 loss_class_dn: 0.344942 loss_bbox_dn: 0.098260 loss_giou_dn: 0.376952 loss_class_aux_dn: 1.870775 loss_bbox_aux_dn: 0.619369 loss_giou_aux_dn: 2.135657 loss: 15.349771 eta: 35 days, 0:56:13 batch_cost: 0.9309 data_cost: 0.0096 ips: 8.5936 images/s [07/26 04:24:23] ppdet.engine INFO: Epoch: [9] [37800/54024] learning_rate: 0.000100 loss_class: 0.668001 loss_bbox: 0.107914 loss_giou: 0.476511 loss_class_aux: 4.284915 loss_bbox_aux: 0.706703 loss_giou_aux: 2.969631 loss_class_dn: 0.323658 loss_bbox_dn: 0.094818 loss_giou_dn: 0.361555 loss_class_aux_dn: 1.781136 loss_bbox_aux_dn: 0.592468 loss_giou_aux_dn: 2.042962 loss: 14.428887 eta: 35 days, 0:58:52 batch_cost: 0.9674 data_cost: 0.0010 ips: 8.2694 images/s [07/26 04:25:54] ppdet.engine INFO: Epoch: [9] [37900/54024] learning_rate: 0.000100 loss_class: 0.686364 loss_bbox: 0.110500 loss_giou: 0.478273 loss_class_aux: 4.296105 loss_bbox_aux: 0.704572 loss_giou_aux: 2.989494 loss_class_dn: 0.359833 loss_bbox_dn: 0.096696 loss_giou_dn: 0.383049 loss_class_aux_dn: 1.930475 loss_bbox_aux_dn: 0.604199 loss_giou_aux_dn: 2.150042 loss: 15.652198 eta: 35 days, 0:55:09 batch_cost: 0.8633 data_cost: 0.0184 ips: 9.2669 images/s [07/26 04:27:23] ppdet.engine INFO: Epoch: [9] [38000/54024] learning_rate: 0.000100 loss_class: 0.691933 loss_bbox: 0.115204 loss_giou: 0.494782 loss_class_aux: 4.288930 loss_bbox_aux: 0.775516 loss_giou_aux: 3.120427 loss_class_dn: 0.355049 loss_bbox_dn: 0.106769 loss_giou_dn: 0.383526 loss_class_aux_dn: 1.899033 loss_bbox_aux_dn: 0.640130 loss_giou_aux_dn: 2.195924 loss: 15.302456 eta: 35 days, 0:50:00 batch_cost: 0.8394 data_cost: 0.0197 ips: 9.5302 images/s [07/26 04:29:23] ppdet.engine INFO: Epoch: [9] [38100/54024] learning_rate: 0.000100 loss_class: 0.690888 loss_bbox: 0.106130 loss_giou: 0.506233 loss_class_aux: 4.324726 loss_bbox_aux: 0.691523 loss_giou_aux: 3.166794 loss_class_dn: 0.346640 loss_bbox_dn: 0.098061 loss_giou_dn: 0.396184 loss_class_aux_dn: 1.869675 loss_bbox_aux_dn: 0.627904 loss_giou_aux_dn: 2.232109 loss: 15.183048 eta: 35 days, 1:03:37 batch_cost: 1.1477 data_cost: 0.0179 ips: 6.9704 images/s [07/26 04:30:53] ppdet.engine INFO: Epoch: [9] [38200/54024] learning_rate: 0.000100 loss_class: 0.713736 loss_bbox: 0.111329 loss_giou: 0.481855 loss_class_aux: 4.488294 loss_bbox_aux: 0.732926 loss_giou_aux: 3.068706 loss_class_dn: 0.337543 loss_bbox_dn: 0.103857 loss_giou_dn: 0.373763 loss_class_aux_dn: 1.862410 loss_bbox_aux_dn: 0.626019 loss_giou_aux_dn: 2.132245 loss: 14.644602 eta: 35 days, 0:59:20 batch_cost: 0.8539 data_cost: 0.0010 ips: 9.3692 images/s [07/26 04:32:22] ppdet.engine INFO: Epoch: [9] [38300/54024] learning_rate: 0.000100 loss_class: 0.645355 loss_bbox: 0.099155 loss_giou: 0.486605 loss_class_aux: 4.038854 loss_bbox_aux: 0.664910 loss_giou_aux: 3.037669 loss_class_dn: 0.327364 loss_bbox_dn: 0.097527 loss_giou_dn: 0.355816 loss_class_aux_dn: 1.779873 loss_bbox_aux_dn: 0.618065 loss_giou_aux_dn: 2.032566 loss: 14.509208 eta: 35 days, 0:54:45 batch_cost: 0.8489 data_cost: 0.0099 ips: 9.4244 images/s [07/26 04:33:57] ppdet.engine INFO: Epoch: [9] [38400/54024] learning_rate: 0.000100 loss_class: 0.694280 loss_bbox: 0.110831 loss_giou: 0.461690 loss_class_aux: 4.284509 loss_bbox_aux: 0.722100 loss_giou_aux: 2.830963 loss_class_dn: 0.328466 loss_bbox_dn: 0.100048 loss_giou_dn: 0.357558 loss_class_aux_dn: 1.800672 loss_bbox_aux_dn: 0.622741 loss_giou_aux_dn: 2.050934 loss: 14.624640 eta: 35 days, 0:53:14 batch_cost: 0.8995 data_cost: 0.0010 ips: 8.8939 images/s [07/26 04:35:40] ppdet.engine INFO: Epoch: [9] [38500/54024] learning_rate: 0.000100 loss_class: 0.717712 loss_bbox: 0.114648 loss_giou: 0.493511 loss_class_aux: 4.455179 loss_bbox_aux: 0.745925 loss_giou_aux: 3.056936 loss_class_dn: 0.360050 loss_bbox_dn: 0.098966 loss_giou_dn: 0.373241 loss_class_aux_dn: 1.914677 loss_bbox_aux_dn: 0.620822 loss_giou_aux_dn: 2.146952 loss: 15.628263 eta: 35 days, 0:56:52 batch_cost: 0.9842 data_cost: 0.0859 ips: 8.1283 images/s [07/26 04:37:20] ppdet.engine INFO: Epoch: [9] [38600/54024] learning_rate: 0.000100 loss_class: 0.668749 loss_bbox: 0.109867 loss_giou: 0.470198 loss_class_aux: 4.177169 loss_bbox_aux: 0.727770 loss_giou_aux: 2.918489 loss_class_dn: 0.330800 loss_bbox_dn: 0.106315 loss_giou_dn: 0.358180 loss_class_aux_dn: 1.807720 loss_bbox_aux_dn: 0.657599 loss_giou_aux_dn: 2.061528 loss: 14.276692 eta: 35 days, 0:58:50 batch_cost: 0.9568 data_cost: 0.0011 ips: 8.3616 images/s [07/26 04:38:51] ppdet.engine INFO: Epoch: [9] [38700/54024] learning_rate: 0.000100 loss_class: 0.671845 loss_bbox: 0.104947 loss_giou: 0.463310 loss_class_aux: 4.166981 loss_bbox_aux: 0.681262 loss_giou_aux: 2.953480 loss_class_dn: 0.325085 loss_bbox_dn: 0.096663 loss_giou_dn: 0.365384 loss_class_aux_dn: 1.764428 loss_bbox_aux_dn: 0.582607 loss_giou_aux_dn: 2.127416 loss: 14.012897 eta: 35 days, 0:54:27 batch_cost: 0.8523 data_cost: 0.0019 ips: 9.3867 images/s [07/26 04:40:28] ppdet.engine INFO: Epoch: [9] [38800/54024] learning_rate: 0.000100 loss_class: 0.685422 loss_bbox: 0.111850 loss_giou: 0.526077 loss_class_aux: 4.259153 loss_bbox_aux: 0.738426 loss_giou_aux: 3.346541 loss_class_dn: 0.348450 loss_bbox_dn: 0.112864 loss_giou_dn: 0.386829 loss_class_aux_dn: 1.879331 loss_bbox_aux_dn: 0.668842 loss_giou_aux_dn: 2.205676 loss: 15.583160 eta: 35 days, 0:54:49 batch_cost: 0.9306 data_cost: 0.0828 ips: 8.5969 images/s [07/26 04:42:07] ppdet.engine INFO: Epoch: [9] [38900/54024] learning_rate: 0.000100 loss_class: 0.692370 loss_bbox: 0.103326 loss_giou: 0.453534 loss_class_aux: 4.258055 loss_bbox_aux: 0.682262 loss_giou_aux: 2.903425 loss_class_dn: 0.343452 loss_bbox_dn: 0.099360 loss_giou_dn: 0.355059 loss_class_aux_dn: 1.854064 loss_bbox_aux_dn: 0.605853 loss_giou_aux_dn: 2.025739 loss: 14.323577 eta: 35 days, 0:55:53 batch_cost: 0.9420 data_cost: 0.0787 ips: 8.4922 images/s [07/26 04:43:43] ppdet.engine INFO: Epoch: [9] [39000/54024] learning_rate: 0.000100 loss_class: 0.688743 loss_bbox: 0.116401 loss_giou: 0.486081 loss_class_aux: 4.321419 loss_bbox_aux: 0.757376 loss_giou_aux: 3.137152 loss_class_dn: 0.354658 loss_bbox_dn: 0.106996 loss_giou_dn: 0.371994 loss_class_aux_dn: 1.903634 loss_bbox_aux_dn: 0.668968 loss_giou_aux_dn: 2.136531 loss: 15.138890 eta: 35 days, 0:55:19 batch_cost: 0.9154 data_cost: 0.0010 ips: 8.7391 images/s [07/26 04:45:12] ppdet.engine INFO: Epoch: [9] [39100/54024] learning_rate: 0.000100 loss_class: 0.681887 loss_bbox: 0.109511 loss_giou: 0.542428 loss_class_aux: 4.220656 loss_bbox_aux: 0.699976 loss_giou_aux: 3.401505 loss_class_dn: 0.346732 loss_bbox_dn: 0.099380 loss_giou_dn: 0.405250 loss_class_aux_dn: 1.849685 loss_bbox_aux_dn: 0.615563 loss_giou_aux_dn: 2.304295 loss: 15.388565 eta: 35 days, 0:50:28 batch_cost: 0.8440 data_cost: 0.0013 ips: 9.4787 images/s [07/26 04:46:52] ppdet.engine INFO: Epoch: [9] [39200/54024] learning_rate: 0.000100 loss_class: 0.742218 loss_bbox: 0.125179 loss_giou: 0.547935 loss_class_aux: 4.559049 loss_bbox_aux: 0.812782 loss_giou_aux: 3.454256 loss_class_dn: 0.380650 loss_bbox_dn: 0.101236 loss_giou_dn: 0.427393 loss_class_aux_dn: 2.043519 loss_bbox_aux_dn: 0.633590 loss_giou_aux_dn: 2.408655 loss: 16.770979 eta: 35 days, 0:51:49 batch_cost: 0.9471 data_cost: 0.0248 ips: 8.4465 images/s [07/26 04:48:28] ppdet.engine INFO: Epoch: [9] [39300/54024] learning_rate: 0.000100 loss_class: 0.696747 loss_bbox: 0.113473 loss_giou: 0.506601 loss_class_aux: 4.289335 loss_bbox_aux: 0.739471 loss_giou_aux: 3.223526 loss_class_dn: 0.365693 loss_bbox_dn: 0.105669 loss_giou_dn: 0.391795 loss_class_aux_dn: 1.966241 loss_bbox_aux_dn: 0.646835 loss_giou_aux_dn: 2.210274 loss: 15.857168 eta: 35 days, 0:51:18 batch_cost: 0.9161 data_cost: 0.0010 ips: 8.7323 images/s [07/26 04:50:09] ppdet.engine INFO: Epoch: [9] [39400/54024] learning_rate: 0.000100 loss_class: 0.697404 loss_bbox: 0.106885 loss_giou: 0.476660 loss_class_aux: 4.364267 loss_bbox_aux: 0.711038 loss_giou_aux: 2.938116 loss_class_dn: 0.337679 loss_bbox_dn: 0.095979 loss_giou_dn: 0.355733 loss_class_aux_dn: 1.838012 loss_bbox_aux_dn: 0.573550 loss_giou_aux_dn: 2.015902 loss: 14.791317 eta: 35 days, 0:53:36 batch_cost: 0.9632 data_cost: 0.1129 ips: 8.3059 images/s [07/26 04:51:42] ppdet.engine INFO: Epoch: [9] [39500/54024] learning_rate: 0.000100 loss_class: 0.752436 loss_bbox: 0.116015 loss_giou: 0.588801 loss_class_aux: 4.717592 loss_bbox_aux: 0.750118 loss_giou_aux: 3.673088 loss_class_dn: 0.365401 loss_bbox_dn: 0.105457 loss_giou_dn: 0.432938 loss_class_aux_dn: 1.995156 loss_bbox_aux_dn: 0.643279 loss_giou_aux_dn: 2.459585 loss: 16.460958 eta: 35 days, 0:51:15 batch_cost: 0.8855 data_cost: 0.0780 ips: 9.0349 images/s [07/26 04:53:21] ppdet.engine INFO: Epoch: [9] [39600/54024] learning_rate: 0.000100 loss_class: 0.708919 loss_bbox: 0.111520 loss_giou: 0.477068 loss_class_aux: 4.506342 loss_bbox_aux: 0.722513 loss_giou_aux: 3.043510 loss_class_dn: 0.356347 loss_bbox_dn: 0.105572 loss_giou_dn: 0.376104 loss_class_aux_dn: 1.893367 loss_bbox_aux_dn: 0.669055 loss_giou_aux_dn: 2.162534 loss: 15.081474 eta: 35 days, 0:52:00 batch_cost: 0.9375 data_cost: 0.0068 ips: 8.5337 images/s [07/26 04:54:52] ppdet.engine INFO: Epoch: [9] [39700/54024] learning_rate: 0.000100 loss_class: 0.710137 loss_bbox: 0.110630 loss_giou: 0.480888 loss_class_aux: 4.375567 loss_bbox_aux: 0.743255 loss_giou_aux: 2.967570 loss_class_dn: 0.342923 loss_bbox_dn: 0.104690 loss_giou_dn: 0.358128 loss_class_aux_dn: 1.852607 loss_bbox_aux_dn: 0.648898 loss_giou_aux_dn: 2.091332 loss: 14.921853 eta: 35 days, 0:48:18 batch_cost: 0.8631 data_cost: 0.0010 ips: 9.2691 images/s [07/26 04:56:27] ppdet.engine INFO: Epoch: [9] [39800/54024] learning_rate: 0.000100 loss_class: 0.724086 loss_bbox: 0.117958 loss_giou: 0.512722 loss_class_aux: 4.587834 loss_bbox_aux: 0.755995 loss_giou_aux: 3.242258 loss_class_dn: 0.372342 loss_bbox_dn: 0.106205 loss_giou_dn: 0.394102 loss_class_aux_dn: 2.018989 loss_bbox_aux_dn: 0.666555 loss_giou_aux_dn: 2.253191 loss: 16.114384 eta: 35 days, 0:47:16 batch_cost: 0.9076 data_cost: 0.0174 ips: 8.8144 images/s [07/26 04:57:56] ppdet.engine INFO: Epoch: [9] [39900/54024] learning_rate: 0.000100 loss_class: 0.695093 loss_bbox: 0.112881 loss_giou: 0.468787 loss_class_aux: 4.287361 loss_bbox_aux: 0.715543 loss_giou_aux: 2.876819 loss_class_dn: 0.340495 loss_bbox_dn: 0.103025 loss_giou_dn: 0.348364 loss_class_aux_dn: 1.844231 loss_bbox_aux_dn: 0.635338 loss_giou_aux_dn: 2.011299 loss: 14.754121 eta: 35 days, 0:42:21 batch_cost: 0.8427 data_cost: 0.0012 ips: 9.4934 images/s [07/26 04:59:36] ppdet.engine INFO: Epoch: [9] [40000/54024] learning_rate: 0.000100 loss_class: 0.676502 loss_bbox: 0.116757 loss_giou: 0.505418 loss_class_aux: 4.245444 loss_bbox_aux: 0.757709 loss_giou_aux: 3.153450 loss_class_dn: 0.345204 loss_bbox_dn: 0.103252 loss_giou_dn: 0.371983 loss_class_aux_dn: 1.864926 loss_bbox_aux_dn: 0.629462 loss_giou_aux_dn: 2.115608 loss: 14.750783 eta: 35 days, 0:43:45 batch_cost: 0.9485 data_cost: 0.0173 ips: 8.4344 images/s [07/26 05:01:11] ppdet.engine INFO: Epoch: [9] [40100/54024] learning_rate: 0.000100 loss_class: 0.740675 loss_bbox: 0.112841 loss_giou: 0.515531 loss_class_aux: 4.578844 loss_bbox_aux: 0.761936 loss_giou_aux: 3.266080 loss_class_dn: 0.350357 loss_bbox_dn: 0.101776 loss_giou_dn: 0.395765 loss_class_aux_dn: 1.922543 loss_bbox_aux_dn: 0.625118 loss_giou_aux_dn: 2.273629 loss: 15.689575 eta: 35 days, 0:42:15 batch_cost: 0.8999 data_cost: 0.0698 ips: 8.8900 images/s [07/26 05:02:45] ppdet.engine INFO: Epoch: [9] [40200/54024] learning_rate: 0.000100 loss_class: 0.750225 loss_bbox: 0.118242 loss_giou: 0.544666 loss_class_aux: 4.689420 loss_bbox_aux: 0.791862 loss_giou_aux: 3.407215 loss_class_dn: 0.372866 loss_bbox_dn: 0.099822 loss_giou_dn: 0.408833 loss_class_aux_dn: 2.024755 loss_bbox_aux_dn: 0.624250 loss_giou_aux_dn: 2.326010 loss: 16.494049 eta: 35 days, 0:40:03 batch_cost: 0.8881 data_cost: 0.0012 ips: 9.0084 images/s [07/26 05:04:15] ppdet.engine INFO: Epoch: [9] [40300/54024] learning_rate: 0.000100 loss_class: 0.676201 loss_bbox: 0.116294 loss_giou: 0.480380 loss_class_aux: 4.271093 loss_bbox_aux: 0.769067 loss_giou_aux: 3.042672 loss_class_dn: 0.346096 loss_bbox_dn: 0.107684 loss_giou_dn: 0.376587 loss_class_aux_dn: 1.857492 loss_bbox_aux_dn: 0.644198 loss_giou_aux_dn: 2.185859 loss: 15.251036 eta: 35 days, 0:36:06 batch_cost: 0.8585 data_cost: 0.0010 ips: 9.3188 images/s [07/26 05:05:53] ppdet.engine INFO: Epoch: [9] [40400/54024] learning_rate: 0.000100 loss_class: 0.683697 loss_bbox: 0.113357 loss_giou: 0.465632 loss_class_aux: 4.208436 loss_bbox_aux: 0.739962 loss_giou_aux: 3.025539 loss_class_dn: 0.353399 loss_bbox_dn: 0.103430 loss_giou_dn: 0.378417 loss_class_aux_dn: 1.908722 loss_bbox_aux_dn: 0.632423 loss_giou_aux_dn: 2.121347 loss: 15.159790 eta: 35 days, 0:36:15 batch_cost: 0.9275 data_cost: 0.0193 ips: 8.6250 images/s [07/26 05:07:31] ppdet.engine INFO: Epoch: [9] [40500/54024] learning_rate: 0.000100 loss_class: 0.683675 loss_bbox: 0.107883 loss_giou: 0.497614 loss_class_aux: 4.255224 loss_bbox_aux: 0.698248 loss_giou_aux: 3.106411 loss_class_dn: 0.342037 loss_bbox_dn: 0.090601 loss_giou_dn: 0.364261 loss_class_aux_dn: 1.818842 loss_bbox_aux_dn: 0.549686 loss_giou_aux_dn: 2.125856 loss: 14.886282 eta: 35 days, 0:36:52 batch_cost: 0.9354 data_cost: 0.0688 ips: 8.5520 images/s [07/26 05:09:03] ppdet.engine INFO: Epoch: [9] [40600/54024] learning_rate: 0.000100 loss_class: 0.706856 loss_bbox: 0.114130 loss_giou: 0.520244 loss_class_aux: 4.399065 loss_bbox_aux: 0.740706 loss_giou_aux: 3.269726 loss_class_dn: 0.346758 loss_bbox_dn: 0.101966 loss_giou_dn: 0.382179 loss_class_aux_dn: 1.869911 loss_bbox_aux_dn: 0.623986 loss_giou_aux_dn: 2.184253 loss: 15.513931 eta: 35 days, 0:33:24 batch_cost: 0.8667 data_cost: 0.0010 ips: 9.2303 images/s [07/26 05:10:32] ppdet.engine INFO: Epoch: [9] [40700/54024] learning_rate: 0.000100 loss_class: 0.670227 loss_bbox: 0.101303 loss_giou: 0.478638 loss_class_aux: 4.090269 loss_bbox_aux: 0.667073 loss_giou_aux: 3.000597 loss_class_dn: 0.340655 loss_bbox_dn: 0.095029 loss_giou_dn: 0.383259 loss_class_aux_dn: 1.838351 loss_bbox_aux_dn: 0.582020 loss_giou_aux_dn: 2.160834 loss: 14.740583 eta: 35 days, 0:28:21 batch_cost: 0.8398 data_cost: 0.0181 ips: 9.5264 images/s [07/26 05:12:12] ppdet.engine INFO: Epoch: [9] [40800/54024] learning_rate: 0.000100 loss_class: 0.676538 loss_bbox: 0.108542 loss_giou: 0.460786 loss_class_aux: 4.212489 loss_bbox_aux: 0.711118 loss_giou_aux: 2.935696 loss_class_dn: 0.340034 loss_bbox_dn: 0.103470 loss_giou_dn: 0.354623 loss_class_aux_dn: 1.840951 loss_bbox_aux_dn: 0.619370 loss_giou_aux_dn: 2.021800 loss: 14.439784 eta: 35 days, 0:29:49 batch_cost: 0.9500 data_cost: 0.0563 ips: 8.4209 images/s [07/26 05:13:43] ppdet.engine INFO: Epoch: [9] [40900/54024] learning_rate: 0.000100 loss_class: 0.712617 loss_bbox: 0.112459 loss_giou: 0.492284 loss_class_aux: 4.408601 loss_bbox_aux: 0.749101 loss_giou_aux: 3.108340 loss_class_dn: 0.350309 loss_bbox_dn: 0.107816 loss_giou_dn: 0.382990 loss_class_aux_dn: 1.905415 loss_bbox_aux_dn: 0.674286 loss_giou_aux_dn: 2.183139 loss: 15.361898 eta: 35 days, 0:26:19 batch_cost: 0.8659 data_cost: 0.0056 ips: 9.2391 images/s [07/26 05:15:18] ppdet.engine INFO: Epoch: [9] [41000/54024] learning_rate: 0.000100 loss_class: 0.694142 loss_bbox: 0.116206 loss_giou: 0.496308 loss_class_aux: 4.374574 loss_bbox_aux: 0.749803 loss_giou_aux: 3.095555 loss_class_dn: 0.345736 loss_bbox_dn: 0.100486 loss_giou_dn: 0.366920 loss_class_aux_dn: 1.882576 loss_bbox_aux_dn: 0.641994 loss_giou_aux_dn: 2.087811 loss: 15.566330 eta: 35 days, 0:24:53 batch_cost: 0.9010 data_cost: 0.0687 ips: 8.8791 images/s [07/26 05:17:01] ppdet.engine INFO: Epoch: [9] [41100/54024] learning_rate: 0.000100 loss_class: 0.695620 loss_bbox: 0.112480 loss_giou: 0.524036 loss_class_aux: 4.307233 loss_bbox_aux: 0.744921 loss_giou_aux: 3.266040 loss_class_dn: 0.356962 loss_bbox_dn: 0.101766 loss_giou_dn: 0.400018 loss_class_aux_dn: 1.935752 loss_bbox_aux_dn: 0.605113 loss_giou_aux_dn: 2.268086 loss: 15.591562 eta: 35 days, 0:28:06 batch_cost: 0.9799 data_cost: 0.0010 ips: 8.1642 images/s [07/26 05:18:46] ppdet.engine INFO: Epoch: [9] [41200/54024] learning_rate: 0.000100 loss_class: 0.667238 loss_bbox: 0.106770 loss_giou: 0.450348 loss_class_aux: 4.179568 loss_bbox_aux: 0.721777 loss_giou_aux: 2.842209 loss_class_dn: 0.323571 loss_bbox_dn: 0.100679 loss_giou_dn: 0.351221 loss_class_aux_dn: 1.800724 loss_bbox_aux_dn: 0.618986 loss_giou_aux_dn: 2.008234 loss: 14.382179 eta: 35 days, 0:33:04 batch_cost: 1.0096 data_cost: 0.0187 ips: 7.9238 images/s [07/26 05:20:26] ppdet.engine INFO: Epoch: [9] [41300/54024] learning_rate: 0.000100 loss_class: 0.705975 loss_bbox: 0.111332 loss_giou: 0.493872 loss_class_aux: 4.434996 loss_bbox_aux: 0.759787 loss_giou_aux: 3.116812 loss_class_dn: 0.353372 loss_bbox_dn: 0.101528 loss_giou_dn: 0.376632 loss_class_aux_dn: 1.909232 loss_bbox_aux_dn: 0.623078 loss_giou_aux_dn: 2.175579 loss: 15.345098 eta: 35 days, 0:34:38 batch_cost: 0.9521 data_cost: 0.1031 ips: 8.4025 images/s [07/26 05:22:00] ppdet.engine INFO: Epoch: [9] [41400/54024] learning_rate: 0.000100 loss_class: 0.714727 loss_bbox: 0.112780 loss_giou: 0.468429 loss_class_aux: 4.416689 loss_bbox_aux: 0.736663 loss_giou_aux: 2.918963 loss_class_dn: 0.342114 loss_bbox_dn: 0.103438 loss_giou_dn: 0.369742 loss_class_aux_dn: 1.848862 loss_bbox_aux_dn: 0.660533 loss_giou_aux_dn: 2.112006 loss: 14.912223 eta: 35 days, 0:32:08 batch_cost: 0.8830 data_cost: 0.0070 ips: 9.0596 images/s [07/26 05:23:25] ppdet.engine INFO: Epoch: [9] [41500/54024] learning_rate: 0.000100 loss_class: 0.685852 loss_bbox: 0.110214 loss_giou: 0.543151 loss_class_aux: 4.248439 loss_bbox_aux: 0.703844 loss_giou_aux: 3.424577 loss_class_dn: 0.343837 loss_bbox_dn: 0.095599 loss_giou_dn: 0.402730 loss_class_aux_dn: 1.860607 loss_bbox_aux_dn: 0.617230 loss_giou_aux_dn: 2.257437 loss: 15.464924 eta: 35 days, 0:25:27 batch_cost: 0.8116 data_cost: 0.0059 ips: 9.8575 images/s [07/26 05:24:57] ppdet.engine INFO: Epoch: [9] [41600/54024] learning_rate: 0.000100 loss_class: 0.686039 loss_bbox: 0.111959 loss_giou: 0.518382 loss_class_aux: 4.230644 loss_bbox_aux: 0.738733 loss_giou_aux: 3.278334 loss_class_dn: 0.344981 loss_bbox_dn: 0.101803 loss_giou_dn: 0.371356 loss_class_aux_dn: 1.854679 loss_bbox_aux_dn: 0.619631 loss_giou_aux_dn: 2.164273 loss: 15.212287 eta: 35 days, 0:21:51 batch_cost: 0.8641 data_cost: 0.0010 ips: 9.2578 images/s [07/26 05:26:31] ppdet.engine INFO: Epoch: [9] [41700/54024] learning_rate: 0.000100 loss_class: 0.687509 loss_bbox: 0.117986 loss_giou: 0.468321 loss_class_aux: 4.294342 loss_bbox_aux: 0.762813 loss_giou_aux: 2.907118 loss_class_dn: 0.343455 loss_bbox_dn: 0.105125 loss_giou_dn: 0.357769 loss_class_aux_dn: 1.840996 loss_bbox_aux_dn: 0.662442 loss_giou_aux_dn: 2.067136 loss: 15.306011 eta: 35 days, 0:19:41 batch_cost: 0.8886 data_cost: 0.0010 ips: 9.0033 images/s [07/26 05:28:09] ppdet.engine INFO: Epoch: [9] [41800/54024] learning_rate: 0.000100 loss_class: 0.712058 loss_bbox: 0.115000 loss_giou: 0.506664 loss_class_aux: 4.352272 loss_bbox_aux: 0.736375 loss_giou_aux: 3.151455 loss_class_dn: 0.348826 loss_bbox_dn: 0.106924 loss_giou_dn: 0.372175 loss_class_aux_dn: 1.889080 loss_bbox_aux_dn: 0.675612 loss_giou_aux_dn: 2.146789 loss: 15.078273 eta: 35 days, 0:20:05 batch_cost: 0.9322 data_cost: 0.0528 ips: 8.5815 images/s [07/26 05:29:40] ppdet.engine INFO: Epoch: [9] [41900/54024] learning_rate: 0.000100 loss_class: 0.714413 loss_bbox: 0.108844 loss_giou: 0.476808 loss_class_aux: 4.453963 loss_bbox_aux: 0.725032 loss_giou_aux: 2.982666 loss_class_dn: 0.359419 loss_bbox_dn: 0.103476 loss_giou_dn: 0.376713 loss_class_aux_dn: 1.955358 loss_bbox_aux_dn: 0.645569 loss_giou_aux_dn: 2.184167 loss: 15.419772 eta: 35 days, 0:16:29 batch_cost: 0.8641 data_cost: 0.0010 ips: 9.2585 images/s [07/26 05:31:08] ppdet.engine INFO: Epoch: [9] [42000/54024] learning_rate: 0.000100 loss_class: 0.721258 loss_bbox: 0.113974 loss_giou: 0.501355 loss_class_aux: 4.519561 loss_bbox_aux: 0.745587 loss_giou_aux: 3.127684 loss_class_dn: 0.360296 loss_bbox_dn: 0.107616 loss_giou_dn: 0.387837 loss_class_aux_dn: 1.953360 loss_bbox_aux_dn: 0.673623 loss_giou_aux_dn: 2.229807 loss: 15.474802 eta: 35 days, 0:11:08 batch_cost: 0.8339 data_cost: 0.0477 ips: 9.5937 images/s [07/26 05:32:34] ppdet.engine INFO: Epoch: [9] [42100/54024] learning_rate: 0.000100 loss_class: 0.697451 loss_bbox: 0.113138 loss_giou: 0.481816 loss_class_aux: 4.332761 loss_bbox_aux: 0.745781 loss_giou_aux: 2.995580 loss_class_dn: 0.338821 loss_bbox_dn: 0.104739 loss_giou_dn: 0.369237 loss_class_aux_dn: 1.833655 loss_bbox_aux_dn: 0.642859 loss_giou_aux_dn: 2.107016 loss: 14.786623 eta: 35 days, 0:04:47 batch_cost: 0.8164 data_cost: 0.0088 ips: 9.7987 images/s [07/26 05:34:10] ppdet.engine INFO: Epoch: [9] [42200/54024] learning_rate: 0.000100 loss_class: 0.670669 loss_bbox: 0.115929 loss_giou: 0.492782 loss_class_aux: 4.163229 loss_bbox_aux: 0.772074 loss_giou_aux: 3.054869 loss_class_dn: 0.345111 loss_bbox_dn: 0.112512 loss_giou_dn: 0.381467 loss_class_aux_dn: 1.843982 loss_bbox_aux_dn: 0.683997 loss_giou_aux_dn: 2.141909 loss: 14.723285 eta: 35 days, 0:04:04 batch_cost: 0.9134 data_cost: 0.0308 ips: 8.7586 images/s [07/26 05:35:46] ppdet.engine INFO: Epoch: [9] [42300/54024] learning_rate: 0.000100 loss_class: 0.665131 loss_bbox: 0.105785 loss_giou: 0.460078 loss_class_aux: 4.190551 loss_bbox_aux: 0.688840 loss_giou_aux: 2.930217 loss_class_dn: 0.340059 loss_bbox_dn: 0.096369 loss_giou_dn: 0.367710 loss_class_aux_dn: 1.838408 loss_bbox_aux_dn: 0.608788 loss_giou_aux_dn: 2.079788 loss: 14.611949 eta: 35 days, 0:02:59 batch_cost: 0.9068 data_cost: 0.0011 ips: 8.8220 images/s [07/26 05:37:13] ppdet.engine INFO: Epoch: [9] [42400/54024] learning_rate: 0.000100 loss_class: 0.701631 loss_bbox: 0.099725 loss_giou: 0.480878 loss_class_aux: 4.272901 loss_bbox_aux: 0.671888 loss_giou_aux: 3.028330 loss_class_dn: 0.338333 loss_bbox_dn: 0.098993 loss_giou_dn: 0.372381 loss_class_aux_dn: 1.819062 loss_bbox_aux_dn: 0.598215 loss_giou_aux_dn: 2.110246 loss: 14.299492 eta: 34 days, 23:57:14 batch_cost: 0.8265 data_cost: 0.0374 ips: 9.6800 images/s [07/26 05:38:44] ppdet.engine INFO: Epoch: [9] [42500/54024] learning_rate: 0.000100 loss_class: 0.705594 loss_bbox: 0.113842 loss_giou: 0.481684 loss_class_aux: 4.312523 loss_bbox_aux: 0.736297 loss_giou_aux: 2.993677 loss_class_dn: 0.343108 loss_bbox_dn: 0.104314 loss_giou_dn: 0.357101 loss_class_aux_dn: 1.838040 loss_bbox_aux_dn: 0.626952 loss_giou_aux_dn: 2.040782 loss: 14.981187 eta: 34 days, 23:53:37 batch_cost: 0.8631 data_cost: 0.0377 ips: 9.2685 images/s [07/26 05:40:14] ppdet.engine INFO: Epoch: [9] [42600/54024] learning_rate: 0.000100 loss_class: 0.682599 loss_bbox: 0.109221 loss_giou: 0.524389 loss_class_aux: 4.310554 loss_bbox_aux: 0.709250 loss_giou_aux: 3.253198 loss_class_dn: 0.350676 loss_bbox_dn: 0.104038 loss_giou_dn: 0.383941 loss_class_aux_dn: 1.878835 loss_bbox_aux_dn: 0.653630 loss_giou_aux_dn: 2.222165 loss: 14.884236 eta: 34 days, 23:49:10 batch_cost: 0.8487 data_cost: 0.0458 ips: 9.4266 images/s [07/26 05:41:49] ppdet.engine INFO: Epoch: [9] [42700/54024] learning_rate: 0.000100 loss_class: 0.701635 loss_bbox: 0.105683 loss_giou: 0.443652 loss_class_aux: 4.458206 loss_bbox_aux: 0.680256 loss_giou_aux: 2.797345 loss_class_dn: 0.332398 loss_bbox_dn: 0.100864 loss_giou_dn: 0.351204 loss_class_aux_dn: 1.785531 loss_bbox_aux_dn: 0.628367 loss_giou_aux_dn: 2.019005 loss: 14.582845 eta: 34 days, 23:47:46 batch_cost: 0.9014 data_cost: 0.0625 ips: 8.8751 images/s [07/26 05:43:15] ppdet.engine INFO: Epoch: [9] [42800/54024] learning_rate: 0.000100 loss_class: 0.709319 loss_bbox: 0.109338 loss_giou: 0.462338 loss_class_aux: 4.378998 loss_bbox_aux: 0.727890 loss_giou_aux: 2.861957 loss_class_dn: 0.340723 loss_bbox_dn: 0.102095 loss_giou_dn: 0.371675 loss_class_aux_dn: 1.841097 loss_bbox_aux_dn: 0.634453 loss_giou_aux_dn: 2.159696 loss: 15.313697 eta: 34 days, 23:41:19 batch_cost: 0.8140 data_cost: 0.0010 ips: 9.8278 images/s [07/26 05:44:57] ppdet.engine INFO: Epoch: [9] [42900/54024] learning_rate: 0.000100 loss_class: 0.676886 loss_bbox: 0.108396 loss_giou: 0.506525 loss_class_aux: 4.198919 loss_bbox_aux: 0.719831 loss_giou_aux: 3.161633 loss_class_dn: 0.348111 loss_bbox_dn: 0.095957 loss_giou_dn: 0.380927 loss_class_aux_dn: 1.857014 loss_bbox_aux_dn: 0.580562 loss_giou_aux_dn: 2.179443 loss: 14.829533 eta: 34 days, 23:44:04 batch_cost: 0.9731 data_cost: 0.0011 ips: 8.2210 images/s [07/26 05:46:32] ppdet.engine INFO: Epoch: [9] [43000/54024] learning_rate: 0.000100 loss_class: 0.734643 loss_bbox: 0.118404 loss_giou: 0.502605 loss_class_aux: 4.488474 loss_bbox_aux: 0.775747 loss_giou_aux: 3.168617 loss_class_dn: 0.351288 loss_bbox_dn: 0.114151 loss_giou_dn: 0.385873 loss_class_aux_dn: 1.888746 loss_bbox_aux_dn: 0.700386 loss_giou_aux_dn: 2.178877 loss: 15.313539 eta: 34 days, 23:42:54 batch_cost: 0.9051 data_cost: 0.0209 ips: 8.8389 images/s [07/26 05:48:11] ppdet.engine INFO: Epoch: [9] [43100/54024] learning_rate: 0.000100 loss_class: 0.676842 loss_bbox: 0.114676 loss_giou: 0.455089 loss_class_aux: 4.178669 loss_bbox_aux: 0.739811 loss_giou_aux: 2.857335 loss_class_dn: 0.332781 loss_bbox_dn: 0.102445 loss_giou_dn: 0.367364 loss_class_aux_dn: 1.776920 loss_bbox_aux_dn: 0.661615 loss_giou_aux_dn: 2.106262 loss: 14.530056 eta: 34 days, 23:44:15 batch_cost: 0.9490 data_cost: 0.0265 ips: 8.4299 images/s [07/26 05:49:51] ppdet.engine INFO: Epoch: [9] [43200/54024] learning_rate: 0.000100 loss_class: 0.674306 loss_bbox: 0.110383 loss_giou: 0.481447 loss_class_aux: 4.192878 loss_bbox_aux: 0.717808 loss_giou_aux: 3.089949 loss_class_dn: 0.350076 loss_bbox_dn: 0.102033 loss_giou_dn: 0.370193 loss_class_aux_dn: 1.898540 loss_bbox_aux_dn: 0.618392 loss_giou_aux_dn: 2.126285 loss: 14.922386 eta: 34 days, 23:45:52 batch_cost: 0.9538 data_cost: 0.1141 ips: 8.3879 images/s [07/26 05:51:18] ppdet.engine INFO: Epoch: [9] [43300/54024] learning_rate: 0.000100 loss_class: 0.684778 loss_bbox: 0.114868 loss_giou: 0.489129 loss_class_aux: 4.276362 loss_bbox_aux: 0.752699 loss_giou_aux: 2.998240 loss_class_dn: 0.333712 loss_bbox_dn: 0.108507 loss_giou_dn: 0.374129 loss_class_aux_dn: 1.828678 loss_bbox_aux_dn: 0.650633 loss_giou_aux_dn: 2.125746 loss: 15.409601 eta: 34 days, 23:39:37 batch_cost: 0.8172 data_cost: 0.0135 ips: 9.7895 images/s [07/26 05:53:04] ppdet.engine INFO: Epoch: [9] [43400/54024] learning_rate: 0.000100 loss_class: 0.705905 loss_bbox: 0.102137 loss_giou: 0.478069 loss_class_aux: 4.397324 loss_bbox_aux: 0.682987 loss_giou_aux: 3.036490 loss_class_dn: 0.348522 loss_bbox_dn: 0.099068 loss_giou_dn: 0.370546 loss_class_aux_dn: 1.861248 loss_bbox_aux_dn: 0.603879 loss_giou_aux_dn: 2.093062 loss: 14.933276 eta: 34 days, 23:44:27 batch_cost: 1.0097 data_cost: 0.0010 ips: 7.9230 images/s [07/26 05:54:33] ppdet.engine INFO: Epoch: [9] [43500/54024] learning_rate: 0.000100 loss_class: 0.698256 loss_bbox: 0.113669 loss_giou: 0.492101 loss_class_aux: 4.427250 loss_bbox_aux: 0.739669 loss_giou_aux: 2.968037 loss_class_dn: 0.341366 loss_bbox_dn: 0.106207 loss_giou_dn: 0.364622 loss_class_aux_dn: 1.822663 loss_bbox_aux_dn: 0.653215 loss_giou_aux_dn: 2.062302 loss: 15.006960 eta: 34 days, 23:40:09 batch_cost: 0.8508 data_cost: 0.0446 ips: 9.4025 images/s [07/26 05:56:13] ppdet.engine INFO: Epoch: [9] [43600/54024] learning_rate: 0.000100 loss_class: 0.667265 loss_bbox: 0.104321 loss_giou: 0.476917 loss_class_aux: 4.145813 loss_bbox_aux: 0.676360 loss_giou_aux: 2.955298 loss_class_dn: 0.333327 loss_bbox_dn: 0.093659 loss_giou_dn: 0.359839 loss_class_aux_dn: 1.791539 loss_bbox_aux_dn: 0.576512 loss_giou_aux_dn: 2.078829 loss: 14.876112 eta: 34 days, 23:41:33 batch_cost: 0.9503 data_cost: 0.0781 ips: 8.4188 images/s [07/26 05:57:47] ppdet.engine INFO: Epoch: [9] [43700/54024] learning_rate: 0.000100 loss_class: 0.709610 loss_bbox: 0.117731 loss_giou: 0.481457 loss_class_aux: 4.381559 loss_bbox_aux: 0.772702 loss_giou_aux: 3.010711 loss_class_dn: 0.350927 loss_bbox_dn: 0.104689 loss_giou_dn: 0.368552 loss_class_aux_dn: 1.887998 loss_bbox_aux_dn: 0.653793 loss_giou_aux_dn: 2.116669 loss: 15.920423 eta: 34 days, 23:39:33 batch_cost: 0.8908 data_cost: 0.0010 ips: 8.9805 images/s [07/26 05:59:23] ppdet.engine INFO: Epoch: [9] [43800/54024] learning_rate: 0.000100 loss_class: 0.692919 loss_bbox: 0.112016 loss_giou: 0.514030 loss_class_aux: 4.348615 loss_bbox_aux: 0.713532 loss_giou_aux: 3.174679 loss_class_dn: 0.350631 loss_bbox_dn: 0.102479 loss_giou_dn: 0.385689 loss_class_aux_dn: 1.893956 loss_bbox_aux_dn: 0.636674 loss_giou_aux_dn: 2.197291 loss: 15.490293 eta: 34 days, 23:39:10 batch_cost: 0.9193 data_cost: 0.0210 ips: 8.7021 images/s [07/26 06:01:08] ppdet.engine INFO: Epoch: [9] [43900/54024] learning_rate: 0.000100 loss_class: 0.728415 loss_bbox: 0.112636 loss_giou: 0.519469 loss_class_aux: 4.513220 loss_bbox_aux: 0.720170 loss_giou_aux: 3.271881 loss_class_dn: 0.382061 loss_bbox_dn: 0.111426 loss_giou_dn: 0.383623 loss_class_aux_dn: 2.046800 loss_bbox_aux_dn: 0.677521 loss_giou_aux_dn: 2.179548 loss: 15.968826 eta: 34 days, 23:43:43 batch_cost: 1.0054 data_cost: 0.0746 ips: 7.9574 images/s [07/26 06:02:37] ppdet.engine INFO: Epoch: [9] [44000/54024] learning_rate: 0.000100 loss_class: 0.686121 loss_bbox: 0.107140 loss_giou: 0.474772 loss_class_aux: 4.267801 loss_bbox_aux: 0.709928 loss_giou_aux: 2.986570 loss_class_dn: 0.341886 loss_bbox_dn: 0.103521 loss_giou_dn: 0.377189 loss_class_aux_dn: 1.847053 loss_bbox_aux_dn: 0.646910 loss_giou_aux_dn: 2.139279 loss: 15.042950 eta: 34 days, 23:38:55 batch_cost: 0.8420 data_cost: 0.0552 ips: 9.5012 images/s [07/26 06:04:14] ppdet.engine INFO: Epoch: [9] [44100/54024] learning_rate: 0.000100 loss_class: 0.688727 loss_bbox: 0.111978 loss_giou: 0.483743 loss_class_aux: 4.374636 loss_bbox_aux: 0.731271 loss_giou_aux: 3.015319 loss_class_dn: 0.344042 loss_bbox_dn: 0.101139 loss_giou_dn: 0.368687 loss_class_aux_dn: 1.845348 loss_bbox_aux_dn: 0.626664 loss_giou_aux_dn: 2.141427 loss: 15.312535 eta: 34 days, 23:39:00 batch_cost: 0.9275 data_cost: 0.0009 ips: 8.6250 images/s [07/26 06:05:41] ppdet.engine INFO: Epoch: [9] [44200/54024] learning_rate: 0.000100 loss_class: 0.679221 loss_bbox: 0.099731 loss_giou: 0.423006 loss_class_aux: 4.192462 loss_bbox_aux: 0.667067 loss_giou_aux: 2.649032 loss_class_dn: 0.325577 loss_bbox_dn: 0.101668 loss_giou_dn: 0.355138 loss_class_aux_dn: 1.757412 loss_bbox_aux_dn: 0.624709 loss_giou_aux_dn: 2.031715 loss: 13.608084 eta: 34 days, 23:32:47 batch_cost: 0.8170 data_cost: 0.0010 ips: 9.7921 images/s [07/26 06:07:06] ppdet.engine INFO: Epoch: [9] [44300/54024] learning_rate: 0.000100 loss_class: 0.713359 loss_bbox: 0.112181 loss_giou: 0.478945 loss_class_aux: 4.318786 loss_bbox_aux: 0.742522 loss_giou_aux: 2.978244 loss_class_dn: 0.334528 loss_bbox_dn: 0.106587 loss_giou_dn: 0.355243 loss_class_aux_dn: 1.854252 loss_bbox_aux_dn: 0.666909 loss_giou_aux_dn: 2.037962 loss: 14.779019 eta: 34 days, 23:26:09 batch_cost: 0.8097 data_cost: 0.0197 ips: 9.8804 images/s [07/26 06:08:32] ppdet.engine INFO: Epoch: [9] [44400/54024] learning_rate: 0.000100 loss_class: 0.677121 loss_bbox: 0.114319 loss_giou: 0.449002 loss_class_aux: 4.218735 loss_bbox_aux: 0.742599 loss_giou_aux: 2.768780 loss_class_dn: 0.340143 loss_bbox_dn: 0.105131 loss_giou_dn: 0.345921 loss_class_aux_dn: 1.814641 loss_bbox_aux_dn: 0.633603 loss_giou_aux_dn: 1.955109 loss: 14.363533 eta: 34 days, 23:19:28 batch_cost: 0.8084 data_cost: 0.0010 ips: 9.8963 images/s [07/26 06:10:06] ppdet.engine INFO: Epoch: [9] [44500/54024] learning_rate: 0.000100 loss_class: 0.706497 loss_bbox: 0.109417 loss_giou: 0.452739 loss_class_aux: 4.383448 loss_bbox_aux: 0.703510 loss_giou_aux: 2.822054 loss_class_dn: 0.352554 loss_bbox_dn: 0.100491 loss_giou_dn: 0.361375 loss_class_aux_dn: 1.923513 loss_bbox_aux_dn: 0.639507 loss_giou_aux_dn: 2.080019 loss: 14.994824 eta: 34 days, 23:17:31 batch_cost: 0.8917 data_cost: 0.0381 ips: 8.9715 images/s [07/26 06:11:44] ppdet.engine INFO: Epoch: [9] [44600/54024] learning_rate: 0.000100 loss_class: 0.737660 loss_bbox: 0.115294 loss_giou: 0.498780 loss_class_aux: 4.637721 loss_bbox_aux: 0.744630 loss_giou_aux: 3.175608 loss_class_dn: 0.360639 loss_bbox_dn: 0.098426 loss_giou_dn: 0.396568 loss_class_aux_dn: 1.948618 loss_bbox_aux_dn: 0.609371 loss_giou_aux_dn: 2.210652 loss: 15.837333 eta: 34 days, 23:17:54 batch_cost: 0.9325 data_cost: 0.0750 ips: 8.5791 images/s [07/26 06:13:11] ppdet.engine INFO: Epoch: [9] [44700/54024] learning_rate: 0.000100 loss_class: 0.691933 loss_bbox: 0.119043 loss_giou: 0.541897 loss_class_aux: 4.305509 loss_bbox_aux: 0.766745 loss_giou_aux: 3.313516 loss_class_dn: 0.356262 loss_bbox_dn: 0.102684 loss_giou_dn: 0.395646 loss_class_aux_dn: 1.913768 loss_bbox_aux_dn: 0.616296 loss_giou_aux_dn: 2.260603 loss: 15.385284 eta: 34 days, 23:12:39 batch_cost: 0.8336 data_cost: 0.0103 ips: 9.5973 images/s [07/26 06:14:41] ppdet.engine INFO: Epoch: [9] [44800/54024] learning_rate: 0.000100 loss_class: 0.690150 loss_bbox: 0.103220 loss_giou: 0.464956 loss_class_aux: 4.313990 loss_bbox_aux: 0.678556 loss_giou_aux: 2.900262 loss_class_dn: 0.339173 loss_bbox_dn: 0.101754 loss_giou_dn: 0.362485 loss_class_aux_dn: 1.841082 loss_bbox_aux_dn: 0.612957 loss_giou_aux_dn: 2.051088 loss: 14.951479 eta: 34 days, 23:08:28 batch_cost: 0.8519 data_cost: 0.0364 ips: 9.3911 images/s [07/26 06:16:22] ppdet.engine INFO: Epoch: [9] [44900/54024] learning_rate: 0.000100 loss_class: 0.712301 loss_bbox: 0.110883 loss_giou: 0.510462 loss_class_aux: 4.420339 loss_bbox_aux: 0.734260 loss_giou_aux: 3.209956 loss_class_dn: 0.342587 loss_bbox_dn: 0.105434 loss_giou_dn: 0.372254 loss_class_aux_dn: 1.853917 loss_bbox_aux_dn: 0.635075 loss_giou_aux_dn: 2.138251 loss: 15.054913 eta: 34 days, 23:10:13 batch_cost: 0.9570 data_cost: 0.0248 ips: 8.3594 images/s [07/26 06:18:01] ppdet.engine INFO: Epoch: [9] [45000/54024] learning_rate: 0.000100 loss_class: 0.667682 loss_bbox: 0.116756 loss_giou: 0.453085 loss_class_aux: 4.118868 loss_bbox_aux: 0.774728 loss_giou_aux: 2.910876 loss_class_dn: 0.333331 loss_bbox_dn: 0.103470 loss_giou_dn: 0.343066 loss_class_aux_dn: 1.817333 loss_bbox_aux_dn: 0.648095 loss_giou_aux_dn: 1.970790 loss: 14.528973 eta: 34 days, 23:11:41 batch_cost: 0.9520 data_cost: 0.0902 ips: 8.4037 images/s [07/26 06:19:27] ppdet.engine INFO: Epoch: [9] [45100/54024] learning_rate: 0.000100 loss_class: 0.657512 loss_bbox: 0.099473 loss_giou: 0.458071 loss_class_aux: 4.125832 loss_bbox_aux: 0.635520 loss_giou_aux: 2.891808 loss_class_dn: 0.314163 loss_bbox_dn: 0.095747 loss_giou_dn: 0.353942 loss_class_aux_dn: 1.697807 loss_bbox_aux_dn: 0.601981 loss_giou_aux_dn: 1.996012 loss: 13.793314 eta: 34 days, 23:05:08 batch_cost: 0.8102 data_cost: 0.0186 ips: 9.8745 images/s [07/26 06:21:18] ppdet.engine INFO: Epoch: [9] [45200/54024] learning_rate: 0.000100 loss_class: 0.679097 loss_bbox: 0.107907 loss_giou: 0.493969 loss_class_aux: 4.201508 loss_bbox_aux: 0.704574 loss_giou_aux: 3.103971 loss_class_dn: 0.356562 loss_bbox_dn: 0.100142 loss_giou_dn: 0.383712 loss_class_aux_dn: 1.932685 loss_bbox_aux_dn: 0.601038 loss_giou_aux_dn: 2.192437 loss: 15.551091 eta: 34 days, 23:13:15 batch_cost: 1.0698 data_cost: 0.1800 ips: 7.4779 images/s [07/26 06:22:46] ppdet.engine INFO: Epoch: [9] [45300/54024] learning_rate: 0.000100 loss_class: 0.710149 loss_bbox: 0.119978 loss_giou: 0.503772 loss_class_aux: 4.459314 loss_bbox_aux: 0.753097 loss_giou_aux: 3.208768 loss_class_dn: 0.347681 loss_bbox_dn: 0.112540 loss_giou_dn: 0.393152 loss_class_aux_dn: 1.862434 loss_bbox_aux_dn: 0.687082 loss_giou_aux_dn: 2.227560 loss: 15.596733 eta: 34 days, 23:07:43 batch_cost: 0.8280 data_cost: 0.0010 ips: 9.6615 images/s [07/26 06:24:20] ppdet.engine INFO: Epoch: [9] [45400/54024] learning_rate: 0.000100 loss_class: 0.662083 loss_bbox: 0.106210 loss_giou: 0.484119 loss_class_aux: 4.131452 loss_bbox_aux: 0.693588 loss_giou_aux: 3.009570 loss_class_dn: 0.330730 loss_bbox_dn: 0.093978 loss_giou_dn: 0.352020 loss_class_aux_dn: 1.801190 loss_bbox_aux_dn: 0.583842 loss_giou_aux_dn: 1.981962 loss: 14.314679 eta: 34 days, 23:05:54 batch_cost: 0.8939 data_cost: 0.0010 ips: 8.9500 images/s [07/26 06:25:56] ppdet.engine INFO: Epoch: [9] [45500/54024] learning_rate: 0.000100 loss_class: 0.682528 loss_bbox: 0.114969 loss_giou: 0.497510 loss_class_aux: 4.298360 loss_bbox_aux: 0.744834 loss_giou_aux: 3.171291 loss_class_dn: 0.357824 loss_bbox_dn: 0.103027 loss_giou_dn: 0.383763 loss_class_aux_dn: 1.928934 loss_bbox_aux_dn: 0.635845 loss_giou_aux_dn: 2.198171 loss: 15.465020 eta: 34 days, 23:05:30 batch_cost: 0.9190 data_cost: 0.1141 ips: 8.7053 images/s [07/26 06:28:18] ppdet.engine INFO: Epoch: [9] [45600/54024] learning_rate: 0.000100 loss_class: 0.697411 loss_bbox: 0.116553 loss_giou: 0.515690 loss_class_aux: 4.313455 loss_bbox_aux: 0.743859 loss_giou_aux: 3.261466 loss_class_dn: 0.356328 loss_bbox_dn: 0.103112 loss_giou_dn: 0.379369 loss_class_aux_dn: 1.941019 loss_bbox_aux_dn: 0.638712 loss_giou_aux_dn: 2.144765 loss: 15.457930 eta: 34 days, 23:30:17 batch_cost: 1.3675 data_cost: 0.0197 ips: 5.8499 images/s [07/26 06:30:05] ppdet.engine INFO: Epoch: [9] [45700/54024] learning_rate: 0.000100 loss_class: 0.673095 loss_bbox: 0.107138 loss_giou: 0.500404 loss_class_aux: 4.144261 loss_bbox_aux: 0.718481 loss_giou_aux: 3.080861 loss_class_dn: 0.340153 loss_bbox_dn: 0.099562 loss_giou_dn: 0.370482 loss_class_aux_dn: 1.812876 loss_bbox_aux_dn: 0.622740 loss_giou_aux_dn: 2.137996 loss: 14.859931 eta: 34 days, 23:36:03 batch_cost: 1.0294 data_cost: 0.1042 ips: 7.7715 images/s [07/26 06:31:43] ppdet.engine INFO: Epoch: [9] [45800/54024] learning_rate: 0.000100 loss_class: 0.683430 loss_bbox: 0.109689 loss_giou: 0.475059 loss_class_aux: 4.324822 loss_bbox_aux: 0.717231 loss_giou_aux: 2.962468 loss_class_dn: 0.342025 loss_bbox_dn: 0.102619 loss_giou_dn: 0.368579 loss_class_aux_dn: 1.849347 loss_bbox_aux_dn: 0.638145 loss_giou_aux_dn: 2.136535 loss: 14.916740 eta: 34 days, 23:36:38 batch_cost: 0.9374 data_cost: 0.0010 ips: 8.5339 images/s [07/26 06:33:14] ppdet.engine INFO: Epoch: [9] [45900/54024] learning_rate: 0.000100 loss_class: 0.670258 loss_bbox: 0.105763 loss_giou: 0.458788 loss_class_aux: 4.158295 loss_bbox_aux: 0.703654 loss_giou_aux: 2.833363 loss_class_dn: 0.322300 loss_bbox_dn: 0.099499 loss_giou_dn: 0.356276 loss_class_aux_dn: 1.746429 loss_bbox_aux_dn: 0.607713 loss_giou_aux_dn: 2.047833 loss: 14.662718 eta: 34 days, 23:33:15 batch_cost: 0.8667 data_cost: 0.0407 ips: 9.2306 images/s [07/26 06:34:39] ppdet.engine INFO: Epoch: [9] [46000/54024] learning_rate: 0.000100 loss_class: 0.683001 loss_bbox: 0.102988 loss_giou: 0.449525 loss_class_aux: 4.284800 loss_bbox_aux: 0.693738 loss_giou_aux: 2.809462 loss_class_dn: 0.330104 loss_bbox_dn: 0.092732 loss_giou_dn: 0.348991 loss_class_aux_dn: 1.788312 loss_bbox_aux_dn: 0.575896 loss_giou_aux_dn: 2.047428 loss: 14.439504 eta: 34 days, 23:26:03 batch_cost: 0.7982 data_cost: 0.0010 ips: 10.0227 images/s [07/26 06:36:11] ppdet.engine INFO: Epoch: [9] [46100/54024] learning_rate: 0.000100 loss_class: 0.679766 loss_bbox: 0.107143 loss_giou: 0.484026 loss_class_aux: 4.238681 loss_bbox_aux: 0.701315 loss_giou_aux: 3.025681 loss_class_dn: 0.341596 loss_bbox_dn: 0.105125 loss_giou_dn: 0.372567 loss_class_aux_dn: 1.839896 loss_bbox_aux_dn: 0.639913 loss_giou_aux_dn: 2.128884 loss: 14.839252 eta: 34 days, 23:23:08 batch_cost: 0.8748 data_cost: 0.0010 ips: 9.1451 images/s [07/26 06:37:46] ppdet.engine INFO: Epoch: [9] [46200/54024] learning_rate: 0.000100 loss_class: 0.668927 loss_bbox: 0.111555 loss_giou: 0.480312 loss_class_aux: 4.122760 loss_bbox_aux: 0.727900 loss_giou_aux: 3.059991 loss_class_dn: 0.344128 loss_bbox_dn: 0.103295 loss_giou_dn: 0.377273 loss_class_aux_dn: 1.850918 loss_bbox_aux_dn: 0.663594 loss_giou_aux_dn: 2.153907 loss: 15.151197 eta: 34 days, 23:21:43 batch_cost: 0.9015 data_cost: 0.0013 ips: 8.8744 images/s [07/26 06:39:34] ppdet.engine INFO: Epoch: [9] [46300/54024] learning_rate: 0.000100 loss_class: 0.690712 loss_bbox: 0.111758 loss_giou: 0.498242 loss_class_aux: 4.279206 loss_bbox_aux: 0.746428 loss_giou_aux: 3.104239 loss_class_dn: 0.330261 loss_bbox_dn: 0.101365 loss_giou_dn: 0.363737 loss_class_aux_dn: 1.793408 loss_bbox_aux_dn: 0.628724 loss_giou_aux_dn: 2.081250 loss: 14.401378 eta: 34 days, 23:28:01 batch_cost: 1.0398 data_cost: 0.0624 ips: 7.6937 images/s [07/26 06:41:14] ppdet.engine INFO: Epoch: [9] [46400/54024] learning_rate: 0.000100 loss_class: 0.694267 loss_bbox: 0.114742 loss_giou: 0.520807 loss_class_aux: 4.316830 loss_bbox_aux: 0.759739 loss_giou_aux: 3.315443 loss_class_dn: 0.363916 loss_bbox_dn: 0.103462 loss_giou_dn: 0.387386 loss_class_aux_dn: 1.946399 loss_bbox_aux_dn: 0.622384 loss_giou_aux_dn: 2.257808 loss: 15.801325 eta: 34 days, 23:29:32 batch_cost: 0.9544 data_cost: 0.0590 ips: 8.3822 images/s [07/26 06:42:45] ppdet.engine INFO: Epoch: [9] [46500/54024] learning_rate: 0.000100 loss_class: 0.704559 loss_bbox: 0.114063 loss_giou: 0.490494 loss_class_aux: 4.332237 loss_bbox_aux: 0.724693 loss_giou_aux: 3.096133 loss_class_dn: 0.351259 loss_bbox_dn: 0.104820 loss_giou_dn: 0.380260 loss_class_aux_dn: 1.893809 loss_bbox_aux_dn: 0.636750 loss_giou_aux_dn: 2.139451 loss: 15.330046 eta: 34 days, 23:25:26 batch_cost: 0.8535 data_cost: 0.0275 ips: 9.3733 images/s [07/26 06:44:31] ppdet.engine INFO: Epoch: [9] [46600/54024] learning_rate: 0.000100 loss_class: 0.720931 loss_bbox: 0.123913 loss_giou: 0.532942 loss_class_aux: 4.456944 loss_bbox_aux: 0.809317 loss_giou_aux: 3.343557 loss_class_dn: 0.358309 loss_bbox_dn: 0.104191 loss_giou_dn: 0.405340 loss_class_aux_dn: 1.938075 loss_bbox_aux_dn: 0.629490 loss_giou_aux_dn: 2.323856 loss: 16.372834 eta: 34 days, 23:30:43 batch_cost: 1.0222 data_cost: 0.0014 ips: 7.8260 images/s [07/26 06:46:17] ppdet.engine INFO: Epoch: [9] [46700/54024] learning_rate: 0.000100 loss_class: 0.704331 loss_bbox: 0.116192 loss_giou: 0.497430 loss_class_aux: 4.365960 loss_bbox_aux: 0.750946 loss_giou_aux: 3.123488 loss_class_dn: 0.347991 loss_bbox_dn: 0.100468 loss_giou_dn: 0.386395 loss_class_aux_dn: 1.890206 loss_bbox_aux_dn: 0.624850 loss_giou_aux_dn: 2.206473 loss: 15.282209 eta: 34 days, 23:35:28 batch_cost: 1.0129 data_cost: 0.0070 ips: 7.8978 images/s [07/26 06:47:50] ppdet.engine INFO: Epoch: [9] [46800/54024] learning_rate: 0.000100 loss_class: 0.700672 loss_bbox: 0.110823 loss_giou: 0.528469 loss_class_aux: 4.339802 loss_bbox_aux: 0.713015 loss_giou_aux: 3.233878 loss_class_dn: 0.357146 loss_bbox_dn: 0.096030 loss_giou_dn: 0.378476 loss_class_aux_dn: 1.891692 loss_bbox_aux_dn: 0.602926 loss_giou_aux_dn: 2.153582 loss: 15.229004 eta: 34 days, 23:32:56 batch_cost: 0.8816 data_cost: 0.0228 ips: 9.0740 images/s [07/26 06:49:23] ppdet.engine INFO: Epoch: [9] [46900/54024] learning_rate: 0.000100 loss_class: 0.703916 loss_bbox: 0.101947 loss_giou: 0.491070 loss_class_aux: 4.368813 loss_bbox_aux: 0.680763 loss_giou_aux: 3.047490 loss_class_dn: 0.342622 loss_bbox_dn: 0.100727 loss_giou_dn: 0.376695 loss_class_aux_dn: 1.873323 loss_bbox_aux_dn: 0.632669 loss_giou_aux_dn: 2.173160 loss: 15.353910 eta: 34 days, 23:30:21 batch_cost: 0.8808 data_cost: 0.0087 ips: 9.0828 images/s [07/26 06:51:18] ppdet.engine INFO: Epoch: [9] [47000/54024] learning_rate: 0.000100 loss_class: 0.688513 loss_bbox: 0.119083 loss_giou: 0.504421 loss_class_aux: 4.271308 loss_bbox_aux: 0.771044 loss_giou_aux: 3.151866 loss_class_dn: 0.352538 loss_bbox_dn: 0.101795 loss_giou_dn: 0.382512 loss_class_aux_dn: 1.902280 loss_bbox_aux_dn: 0.618409 loss_giou_aux_dn: 2.180536 loss: 15.309553 eta: 34 days, 23:40:24 batch_cost: 1.1090 data_cost: 0.0246 ips: 7.2134 images/s [07/26 06:52:55] ppdet.engine INFO: Epoch: [9] [47100/54024] learning_rate: 0.000100 loss_class: 0.649904 loss_bbox: 0.107921 loss_giou: 0.456937 loss_class_aux: 4.065749 loss_bbox_aux: 0.735027 loss_giou_aux: 2.831905 loss_class_dn: 0.328380 loss_bbox_dn: 0.101500 loss_giou_dn: 0.355587 loss_class_aux_dn: 1.767570 loss_bbox_aux_dn: 0.625493 loss_giou_aux_dn: 2.026432 loss: 14.612352 eta: 34 days, 23:40:14 batch_cost: 0.9248 data_cost: 0.0167 ips: 8.6508 images/s [07/26 06:54:25] ppdet.engine INFO: Epoch: [9] [47200/54024] learning_rate: 0.000100 loss_class: 0.722004 loss_bbox: 0.111272 loss_giou: 0.523795 loss_class_aux: 4.464954 loss_bbox_aux: 0.742952 loss_giou_aux: 3.296675 loss_class_dn: 0.358165 loss_bbox_dn: 0.100215 loss_giou_dn: 0.385824 loss_class_aux_dn: 1.913049 loss_bbox_aux_dn: 0.640904 loss_giou_aux_dn: 2.271754 loss: 15.651287 eta: 34 days, 23:36:13 batch_cost: 0.8552 data_cost: 0.0199 ips: 9.3550 images/s [07/26 06:56:02] ppdet.engine INFO: Epoch: [9] [47300/54024] learning_rate: 0.000100 loss_class: 0.645497 loss_bbox: 0.105794 loss_giou: 0.515032 loss_class_aux: 4.073117 loss_bbox_aux: 0.697451 loss_giou_aux: 3.135107 loss_class_dn: 0.333639 loss_bbox_dn: 0.092661 loss_giou_dn: 0.382178 loss_class_aux_dn: 1.781148 loss_bbox_aux_dn: 0.572873 loss_giou_aux_dn: 2.164819 loss: 14.737834 eta: 34 days, 23:36:04 batch_cost: 0.9249 data_cost: 0.0574 ips: 8.6498 images/s [07/26 06:57:30] ppdet.engine INFO: Epoch: [9] [47400/54024] learning_rate: 0.000100 loss_class: 0.694081 loss_bbox: 0.111676 loss_giou: 0.449077 loss_class_aux: 4.319564 loss_bbox_aux: 0.726176 loss_giou_aux: 2.775093 loss_class_dn: 0.345320 loss_bbox_dn: 0.102100 loss_giou_dn: 0.362865 loss_class_aux_dn: 1.872528 loss_bbox_aux_dn: 0.632375 loss_giou_aux_dn: 2.096391 loss: 14.965264 eta: 34 days, 23:30:53 batch_cost: 0.8338 data_cost: 0.0010 ips: 9.5943 images/s [07/26 06:59:03] ppdet.engine INFO: Epoch: [9] [47500/54024] learning_rate: 0.000100 loss_class: 0.722347 loss_bbox: 0.114056 loss_giou: 0.526346 loss_class_aux: 4.478502 loss_bbox_aux: 0.745960 loss_giou_aux: 3.263005 loss_class_dn: 0.340246 loss_bbox_dn: 0.106009 loss_giou_dn: 0.382419 loss_class_aux_dn: 1.860367 loss_bbox_aux_dn: 0.642615 loss_giou_aux_dn: 2.163186 loss: 15.474701 eta: 34 days, 23:28:40 batch_cost: 0.8876 data_cost: 0.0474 ips: 9.0129 images/s [07/26 07:00:34] ppdet.engine INFO: Epoch: [9] [47600/54024] learning_rate: 0.000100 loss_class: 0.721818 loss_bbox: 0.117273 loss_giou: 0.507083 loss_class_aux: 4.470354 loss_bbox_aux: 0.766753 loss_giou_aux: 3.181931 loss_class_dn: 0.353543 loss_bbox_dn: 0.102398 loss_giou_dn: 0.389284 loss_class_aux_dn: 1.902320 loss_bbox_aux_dn: 0.624271 loss_giou_aux_dn: 2.220664 loss: 15.620244 eta: 34 days, 23:24:55 batch_cost: 0.8597 data_cost: 0.0010 ips: 9.3051 images/s [07/26 07:02:08] ppdet.engine INFO: Epoch: [9] [47700/54024] learning_rate: 0.000100 loss_class: 0.730372 loss_bbox: 0.113776 loss_giou: 0.477671 loss_class_aux: 4.464084 loss_bbox_aux: 0.730819 loss_giou_aux: 2.994114 loss_class_dn: 0.350880 loss_bbox_dn: 0.108115 loss_giou_dn: 0.372161 loss_class_aux_dn: 1.895514 loss_bbox_aux_dn: 0.673766 loss_giou_aux_dn: 2.121777 loss: 15.114752 eta: 34 days, 23:23:08 batch_cost: 0.8951 data_cost: 0.0016 ips: 8.9376 images/s [07/26 07:03:50] ppdet.engine INFO: Epoch: [9] [47800/54024] learning_rate: 0.000100 loss_class: 0.684122 loss_bbox: 0.114057 loss_giou: 0.458903 loss_class_aux: 4.274787 loss_bbox_aux: 0.758453 loss_giou_aux: 2.875891 loss_class_dn: 0.340521 loss_bbox_dn: 0.108129 loss_giou_dn: 0.365831 loss_class_aux_dn: 1.833877 loss_bbox_aux_dn: 0.665284 loss_giou_aux_dn: 2.129515 loss: 15.045151 eta: 34 days, 23:25:29 batch_cost: 0.9707 data_cost: 0.0029 ips: 8.2411 images/s [07/26 07:05:17] ppdet.engine INFO: Epoch: [9] [47900/54024] learning_rate: 0.000100 loss_class: 0.709257 loss_bbox: 0.114079 loss_giou: 0.494893 loss_class_aux: 4.434381 loss_bbox_aux: 0.732578 loss_giou_aux: 3.108148 loss_class_dn: 0.339617 loss_bbox_dn: 0.102904 loss_giou_dn: 0.371699 loss_class_aux_dn: 1.853083 loss_bbox_aux_dn: 0.627841 loss_giou_aux_dn: 2.142627 loss: 15.171624 eta: 34 days, 23:19:34 batch_cost: 0.8200 data_cost: 0.0010 ips: 9.7563 images/s [07/26 07:06:48] ppdet.engine INFO: Epoch: [9] [48000/54024] learning_rate: 0.000100 loss_class: 0.696308 loss_bbox: 0.117764 loss_giou: 0.471043 loss_class_aux: 4.286426 loss_bbox_aux: 0.767798 loss_giou_aux: 2.915139 loss_class_dn: 0.334599 loss_bbox_dn: 0.112720 loss_giou_dn: 0.360793 loss_class_aux_dn: 1.824066 loss_bbox_aux_dn: 0.711955 loss_giou_aux_dn: 2.082913 loss: 14.836139 eta: 34 days, 23:16:30 batch_cost: 0.8720 data_cost: 0.0764 ips: 9.1741 images/s [07/26 07:08:18] ppdet.engine INFO: Epoch: [9] [48100/54024] learning_rate: 0.000100 loss_class: 0.702284 loss_bbox: 0.111702 loss_giou: 0.554844 loss_class_aux: 4.422611 loss_bbox_aux: 0.760188 loss_giou_aux: 3.453893 loss_class_dn: 0.364389 loss_bbox_dn: 0.095441 loss_giou_dn: 0.403719 loss_class_aux_dn: 1.961674 loss_bbox_aux_dn: 0.595298 loss_giou_aux_dn: 2.312622 loss: 15.973597 eta: 34 days, 23:12:19 batch_cost: 0.8512 data_cost: 0.0490 ips: 9.3982 images/s [07/26 07:09:54] ppdet.engine INFO: Epoch: [9] [48200/54024] learning_rate: 0.000100 loss_class: 0.706616 loss_bbox: 0.117667 loss_giou: 0.511395 loss_class_aux: 4.380363 loss_bbox_aux: 0.766599 loss_giou_aux: 3.208588 loss_class_dn: 0.364185 loss_bbox_dn: 0.103970 loss_giou_dn: 0.392958 loss_class_aux_dn: 1.944944 loss_bbox_aux_dn: 0.631521 loss_giou_aux_dn: 2.252596 loss: 15.681373 eta: 34 days, 23:11:38 batch_cost: 0.9155 data_cost: 0.0010 ips: 8.7387 images/s [07/26 07:11:21] ppdet.engine INFO: Epoch: [9] [48300/54024] learning_rate: 0.000100 loss_class: 0.714371 loss_bbox: 0.120509 loss_giou: 0.510656 loss_class_aux: 4.452698 loss_bbox_aux: 0.758645 loss_giou_aux: 3.175996 loss_class_dn: 0.360713 loss_bbox_dn: 0.103306 loss_giou_dn: 0.382375 loss_class_aux_dn: 1.948370 loss_bbox_aux_dn: 0.656488 loss_giou_aux_dn: 2.190823 loss: 15.828006 eta: 34 days, 23:05:46 batch_cost: 0.8206 data_cost: 0.0406 ips: 9.7493 images/s [07/26 07:13:01] ppdet.engine INFO: Epoch: [9] [48400/54024] learning_rate: 0.000100 loss_class: 0.672973 loss_bbox: 0.113354 loss_giou: 0.441046 loss_class_aux: 4.171901 loss_bbox_aux: 0.736320 loss_giou_aux: 2.779411 loss_class_dn: 0.337985 loss_bbox_dn: 0.107223 loss_giou_dn: 0.352368 loss_class_aux_dn: 1.810450 loss_bbox_aux_dn: 0.638540 loss_giou_aux_dn: 2.026822 loss: 14.183152 eta: 34 days, 23:07:36 batch_cost: 0.9612 data_cost: 0.0180 ips: 8.3232 images/s [07/26 07:14:27] ppdet.engine INFO: Epoch: [9] [48500/54024] learning_rate: 0.000100 loss_class: 0.664972 loss_bbox: 0.117814 loss_giou: 0.462572 loss_class_aux: 4.117103 loss_bbox_aux: 0.753289 loss_giou_aux: 2.899740 loss_class_dn: 0.333264 loss_bbox_dn: 0.104500 loss_giou_dn: 0.364121 loss_class_aux_dn: 1.774502 loss_bbox_aux_dn: 0.628559 loss_giou_aux_dn: 2.090040 loss: 14.544649 eta: 34 days, 23:01:26 batch_cost: 0.8150 data_cost: 0.0022 ips: 9.8158 images/s [07/26 07:15:51] ppdet.engine INFO: Epoch: [9] [48600/54024] learning_rate: 0.000100 loss_class: 0.711347 loss_bbox: 0.111399 loss_giou: 0.495559 loss_class_aux: 4.411080 loss_bbox_aux: 0.742128 loss_giou_aux: 3.152895 loss_class_dn: 0.342814 loss_bbox_dn: 0.108413 loss_giou_dn: 0.385501 loss_class_aux_dn: 1.832359 loss_bbox_aux_dn: 0.658191 loss_giou_aux_dn: 2.194531 loss: 15.137063 eta: 34 days, 22:54:19 batch_cost: 0.7971 data_cost: 0.0087 ips: 10.0364 images/s [07/26 07:17:24] ppdet.engine INFO: Epoch: [9] [48700/54024] learning_rate: 0.000100 loss_class: 0.645510 loss_bbox: 0.110103 loss_giou: 0.476373 loss_class_aux: 4.016037 loss_bbox_aux: 0.714305 loss_giou_aux: 2.958529 loss_class_dn: 0.339563 loss_bbox_dn: 0.102519 loss_giou_dn: 0.368235 loss_class_aux_dn: 1.843751 loss_bbox_aux_dn: 0.640864 loss_giou_aux_dn: 2.074589 loss: 14.799656 eta: 34 days, 22:51:52 batch_cost: 0.8828 data_cost: 0.0252 ips: 9.0616 images/s [07/26 07:18:57] ppdet.engine INFO: Epoch: [9] [48800/54024] learning_rate: 0.000100 loss_class: 0.683057 loss_bbox: 0.102581 loss_giou: 0.488832 loss_class_aux: 4.256816 loss_bbox_aux: 0.673970 loss_giou_aux: 3.089048 loss_class_dn: 0.340913 loss_bbox_dn: 0.095425 loss_giou_dn: 0.379396 loss_class_aux_dn: 1.849032 loss_bbox_aux_dn: 0.594180 loss_giou_aux_dn: 2.166567 loss: 14.793437 eta: 34 days, 22:49:37 batch_cost: 0.8863 data_cost: 0.0014 ips: 9.0261 images/s [07/26 07:20:35] ppdet.engine INFO: Epoch: [9] [48900/54024] learning_rate: 0.000100 loss_class: 0.725431 loss_bbox: 0.108217 loss_giou: 0.487278 loss_class_aux: 4.469655 loss_bbox_aux: 0.737427 loss_giou_aux: 3.016279 loss_class_dn: 0.352853 loss_bbox_dn: 0.103082 loss_giou_dn: 0.369510 loss_class_aux_dn: 1.898236 loss_bbox_aux_dn: 0.635457 loss_giou_aux_dn: 2.107655 loss: 15.480954 eta: 34 days, 22:50:02 batch_cost: 0.9355 data_cost: 0.0640 ips: 8.5519 images/s [07/26 07:22:14] ppdet.engine INFO: Epoch: [9] [49000/54024] learning_rate: 0.000100 loss_class: 0.701604 loss_bbox: 0.108209 loss_giou: 0.491279 loss_class_aux: 4.292872 loss_bbox_aux: 0.743210 loss_giou_aux: 3.068285 loss_class_dn: 0.352400 loss_bbox_dn: 0.103771 loss_giou_dn: 0.373046 loss_class_aux_dn: 1.889180 loss_bbox_aux_dn: 0.630165 loss_giou_aux_dn: 2.183737 loss: 15.428654 eta: 34 days, 22:51:05 batch_cost: 0.9473 data_cost: 0.0610 ips: 8.4452 images/s [07/26 07:23:46] ppdet.engine INFO: Epoch: [9] [49100/54024] learning_rate: 0.000100 loss_class: 0.700759 loss_bbox: 0.108312 loss_giou: 0.510222 loss_class_aux: 4.364667 loss_bbox_aux: 0.721909 loss_giou_aux: 3.170440 loss_class_dn: 0.342006 loss_bbox_dn: 0.105363 loss_giou_dn: 0.380644 loss_class_aux_dn: 1.828485 loss_bbox_aux_dn: 0.625178 loss_giou_aux_dn: 2.147072 loss: 14.909679 eta: 34 days, 22:48:01 batch_cost: 0.8711 data_cost: 0.0447 ips: 9.1838 images/s [07/26 07:25:19] ppdet.engine INFO: Epoch: [9] [49200/54024] learning_rate: 0.000100 loss_class: 0.719470 loss_bbox: 0.103946 loss_giou: 0.502153 loss_class_aux: 4.464186 loss_bbox_aux: 0.696681 loss_giou_aux: 3.139932 loss_class_dn: 0.335378 loss_bbox_dn: 0.100342 loss_giou_dn: 0.363424 loss_class_aux_dn: 1.795335 loss_bbox_aux_dn: 0.617732 loss_giou_aux_dn: 2.088285 loss: 14.492404 eta: 34 days, 22:45:53 batch_cost: 0.8887 data_cost: 0.0169 ips: 9.0015 images/s [07/26 07:26:45] ppdet.engine INFO: Epoch: [9] [49300/54024] learning_rate: 0.000100 loss_class: 0.676645 loss_bbox: 0.105123 loss_giou: 0.433922 loss_class_aux: 4.244268 loss_bbox_aux: 0.690639 loss_giou_aux: 2.723225 loss_class_dn: 0.327618 loss_bbox_dn: 0.100687 loss_giou_dn: 0.345136 loss_class_aux_dn: 1.789432 loss_bbox_aux_dn: 0.609325 loss_giou_aux_dn: 1.961463 loss: 14.385211 eta: 34 days, 22:39:36 batch_cost: 0.8116 data_cost: 0.0174 ips: 9.8567 images/s [07/26 07:28:23] ppdet.engine INFO: Epoch: [9] [49400/54024] learning_rate: 0.000100 loss_class: 0.688754 loss_bbox: 0.108274 loss_giou: 0.459348 loss_class_aux: 4.261332 loss_bbox_aux: 0.721262 loss_giou_aux: 2.946668 loss_class_dn: 0.337116 loss_bbox_dn: 0.103608 loss_giou_dn: 0.361236 loss_class_aux_dn: 1.827439 loss_bbox_aux_dn: 0.623309 loss_giou_aux_dn: 2.082523 loss: 14.640442 eta: 34 days, 22:39:54 batch_cost: 0.9334 data_cost: 0.0100 ips: 8.5710 images/s [07/26 07:29:51] ppdet.engine INFO: Epoch: [9] [49500/54024] learning_rate: 0.000100 loss_class: 0.706304 loss_bbox: 0.114286 loss_giou: 0.497381 loss_class_aux: 4.401206 loss_bbox_aux: 0.745811 loss_giou_aux: 3.159244 loss_class_dn: 0.363864 loss_bbox_dn: 0.103424 loss_giou_dn: 0.382059 loss_class_aux_dn: 1.941752 loss_bbox_aux_dn: 0.649030 loss_giou_aux_dn: 2.193542 loss: 15.533545 eta: 34 days, 22:35:07 batch_cost: 0.8395 data_cost: 0.0010 ips: 9.5296 images/s [07/26 07:31:21] ppdet.engine INFO: Epoch: [9] [49600/54024] learning_rate: 0.000100 loss_class: 0.727950 loss_bbox: 0.121038 loss_giou: 0.517666 loss_class_aux: 4.478024 loss_bbox_aux: 0.781763 loss_giou_aux: 3.246786 loss_class_dn: 0.360951 loss_bbox_dn: 0.107139 loss_giou_dn: 0.407828 loss_class_aux_dn: 1.935363 loss_bbox_aux_dn: 0.655860 loss_giou_aux_dn: 2.321948 loss: 15.703058 eta: 34 days, 22:31:08 batch_cost: 0.8539 data_cost: 0.0187 ips: 9.3684 images/s [07/26 07:33:04] ppdet.engine INFO: Epoch: [9] [49700/54024] learning_rate: 0.000100 loss_class: 0.698894 loss_bbox: 0.108542 loss_giou: 0.455564 loss_class_aux: 4.364234 loss_bbox_aux: 0.703614 loss_giou_aux: 2.886042 loss_class_dn: 0.332336 loss_bbox_dn: 0.099442 loss_giou_dn: 0.347114 loss_class_aux_dn: 1.783397 loss_bbox_aux_dn: 0.610306 loss_giou_aux_dn: 2.004732 loss: 14.309126 eta: 34 days, 22:34:17 batch_cost: 0.9865 data_cost: 0.0341 ips: 8.1093 images/s [07/26 07:34:31] ppdet.engine INFO: Epoch: [9] [49800/54024] learning_rate: 0.000100 loss_class: 0.655341 loss_bbox: 0.103008 loss_giou: 0.497078 loss_class_aux: 4.050984 loss_bbox_aux: 0.673095 loss_giou_aux: 3.067288 loss_class_dn: 0.352151 loss_bbox_dn: 0.092237 loss_giou_dn: 0.392892 loss_class_aux_dn: 1.911150 loss_bbox_aux_dn: 0.555947 loss_giou_aux_dn: 2.245366 loss: 15.115781 eta: 34 days, 22:28:20 batch_cost: 0.8175 data_cost: 0.0020 ips: 9.7863 images/s [07/26 07:36:12] ppdet.engine INFO: Epoch: [9] [49900/54024] learning_rate: 0.000100 loss_class: 0.738504 loss_bbox: 0.112584 loss_giou: 0.536248 loss_class_aux: 4.538918 loss_bbox_aux: 0.734128 loss_giou_aux: 3.395933 loss_class_dn: 0.365427 loss_bbox_dn: 0.114115 loss_giou_dn: 0.395714 loss_class_aux_dn: 1.956691 loss_bbox_aux_dn: 0.688840 loss_giou_aux_dn: 2.229037 loss: 16.068977 eta: 34 days, 22:30:41 batch_cost: 0.9714 data_cost: 0.0012 ips: 8.2353 images/s [07/26 07:37:47] ppdet.engine INFO: Epoch: [9] [50000/54024] learning_rate: 0.000100 loss_class: 0.666738 loss_bbox: 0.105243 loss_giou: 0.465717 loss_class_aux: 4.160523 loss_bbox_aux: 0.686028 loss_giou_aux: 2.930547 loss_class_dn: 0.331043 loss_bbox_dn: 0.098690 loss_giou_dn: 0.360947 loss_class_aux_dn: 1.792776 loss_bbox_aux_dn: 0.615285 loss_giou_aux_dn: 2.063875 loss: 14.401761 eta: 34 days, 22:29:35 batch_cost: 0.9077 data_cost: 0.0636 ips: 8.8133 images/s [07/26 07:39:22] ppdet.engine INFO: Epoch: [9] [50100/54024] learning_rate: 0.000100 loss_class: 0.719794 loss_bbox: 0.112399 loss_giou: 0.489071 loss_class_aux: 4.417819 loss_bbox_aux: 0.740529 loss_giou_aux: 3.058520 loss_class_dn: 0.359742 loss_bbox_dn: 0.096478 loss_giou_dn: 0.375350 loss_class_aux_dn: 1.912004 loss_bbox_aux_dn: 0.606486 loss_giou_aux_dn: 2.166145 loss: 15.357198 eta: 34 days, 22:28:11 batch_cost: 0.9019 data_cost: 0.0011 ips: 8.8698 images/s [07/26 07:41:02] ppdet.engine INFO: Epoch: [9] [50200/54024] learning_rate: 0.000100 loss_class: 0.654182 loss_bbox: 0.104830 loss_giou: 0.467302 loss_class_aux: 4.092128 loss_bbox_aux: 0.689847 loss_giou_aux: 2.870799 loss_class_dn: 0.322343 loss_bbox_dn: 0.107985 loss_giou_dn: 0.355621 loss_class_aux_dn: 1.777262 loss_bbox_aux_dn: 0.665599 loss_giou_aux_dn: 2.015932 loss: 14.542078 eta: 34 days, 22:29:26 batch_cost: 0.9514 data_cost: 0.1019 ips: 8.4087 images/s [07/26 07:42:46] ppdet.engine INFO: Epoch: [9] [50300/54024] learning_rate: 0.000100 loss_class: 0.676619 loss_bbox: 0.113626 loss_giou: 0.502004 loss_class_aux: 4.136571 loss_bbox_aux: 0.731373 loss_giou_aux: 3.157116 loss_class_dn: 0.351656 loss_bbox_dn: 0.103751 loss_giou_dn: 0.377606 loss_class_aux_dn: 1.909693 loss_bbox_aux_dn: 0.640496 loss_giou_aux_dn: 2.167097 loss: 14.864820 eta: 34 days, 22:33:04 batch_cost: 0.9959 data_cost: 0.0010 ips: 8.0327 images/s [07/26 07:44:38] ppdet.engine INFO: Epoch: [9] [50400/54024] learning_rate: 0.000100 loss_class: 0.656631 loss_bbox: 0.113370 loss_giou: 0.494842 loss_class_aux: 4.116634 loss_bbox_aux: 0.719044 loss_giou_aux: 3.070429 loss_class_dn: 0.335644 loss_bbox_dn: 0.106293 loss_giou_dn: 0.368353 loss_class_aux_dn: 1.853458 loss_bbox_aux_dn: 0.624903 loss_giou_aux_dn: 2.126248 loss: 14.971043 eta: 34 days, 22:40:44 batch_cost: 1.0716 data_cost: 0.0796 ips: 7.4653 images/s [07/26 07:46:12] ppdet.engine INFO: Epoch: [9] [50500/54024] learning_rate: 0.000100 loss_class: 0.709082 loss_bbox: 0.100279 loss_giou: 0.485450 loss_class_aux: 4.380454 loss_bbox_aux: 0.675982 loss_giou_aux: 3.042417 loss_class_dn: 0.351580 loss_bbox_dn: 0.101005 loss_giou_dn: 0.371267 loss_class_aux_dn: 1.881135 loss_bbox_aux_dn: 0.636303 loss_giou_aux_dn: 2.087822 loss: 15.010846 eta: 34 days, 22:39:00 batch_cost: 0.8962 data_cost: 0.0196 ips: 8.9262 images/s [07/26 07:47:49] ppdet.engine INFO: Epoch: [9] [50600/54024] learning_rate: 0.000100 loss_class: 0.679463 loss_bbox: 0.106155 loss_giou: 0.436041 loss_class_aux: 4.260513 loss_bbox_aux: 0.686087 loss_giou_aux: 2.699606 loss_class_dn: 0.330435 loss_bbox_dn: 0.102068 loss_giou_dn: 0.349121 loss_class_aux_dn: 1.780117 loss_bbox_aux_dn: 0.645356 loss_giou_aux_dn: 1.993590 loss: 14.097077 eta: 34 days, 22:38:47 batch_cost: 0.9244 data_cost: 0.1341 ips: 8.6542 images/s [07/26 07:49:26] ppdet.engine INFO: Epoch: [9] [50700/54024] learning_rate: 0.000100 loss_class: 0.679825 loss_bbox: 0.110509 loss_giou: 0.488886 loss_class_aux: 4.243403 loss_bbox_aux: 0.742904 loss_giou_aux: 3.101086 loss_class_dn: 0.340314 loss_bbox_dn: 0.112266 loss_giou_dn: 0.371876 loss_class_aux_dn: 1.833398 loss_bbox_aux_dn: 0.684634 loss_giou_aux_dn: 2.091665 loss: 15.299650 eta: 34 days, 22:38:30 batch_cost: 0.9233 data_cost: 0.0403 ips: 8.6646 images/s [07/26 07:50:49] ppdet.engine INFO: Epoch: [9] [50800/54024] learning_rate: 0.000100 loss_class: 0.710021 loss_bbox: 0.106312 loss_giou: 0.527039 loss_class_aux: 4.417321 loss_bbox_aux: 0.715403 loss_giou_aux: 3.237695 loss_class_dn: 0.368541 loss_bbox_dn: 0.097636 loss_giou_dn: 0.408395 loss_class_aux_dn: 1.973448 loss_bbox_aux_dn: 0.607105 loss_giou_aux_dn: 2.297116 loss: 16.054145 eta: 34 days, 22:30:53 batch_cost: 0.7857 data_cost: 0.0011 ips: 10.1817 images/s [07/26 07:52:19] ppdet.engine INFO: Epoch: [9] [50900/54024] learning_rate: 0.000100 loss_class: 0.645815 loss_bbox: 0.103838 loss_giou: 0.448647 loss_class_aux: 4.001667 loss_bbox_aux: 0.699433 loss_giou_aux: 2.819388 loss_class_dn: 0.325739 loss_bbox_dn: 0.097678 loss_giou_dn: 0.363291 loss_class_aux_dn: 1.778452 loss_bbox_aux_dn: 0.610623 loss_giou_aux_dn: 2.064827 loss: 14.291176 eta: 34 days, 22:27:17 batch_cost: 0.8610 data_cost: 0.0565 ips: 9.2917 images/s [07/26 07:53:50] ppdet.engine INFO: Epoch: [9] [51000/54024] learning_rate: 0.000100 loss_class: 0.735624 loss_bbox: 0.113832 loss_giou: 0.520086 loss_class_aux: 4.563021 loss_bbox_aux: 0.737840 loss_giou_aux: 3.237308 loss_class_dn: 0.356897 loss_bbox_dn: 0.107082 loss_giou_dn: 0.415631 loss_class_aux_dn: 1.933161 loss_bbox_aux_dn: 0.665788 loss_giou_aux_dn: 2.363756 loss: 15.572140 eta: 34 days, 22:23:37 batch_cost: 0.8594 data_cost: 0.0037 ips: 9.3090 images/s [07/26 07:55:17] ppdet.engine INFO: Epoch: [9] [51100/54024] learning_rate: 0.000100 loss_class: 0.693815 loss_bbox: 0.113215 loss_giou: 0.487132 loss_class_aux: 4.245918 loss_bbox_aux: 0.716932 loss_giou_aux: 3.096339 loss_class_dn: 0.334936 loss_bbox_dn: 0.101611 loss_giou_dn: 0.372794 loss_class_aux_dn: 1.822523 loss_bbox_aux_dn: 0.628784 loss_giou_aux_dn: 2.146980 loss: 14.763091 eta: 34 days, 22:17:59 batch_cost: 0.8225 data_cost: 0.0010 ips: 9.7264 images/s [07/26 07:56:55] ppdet.engine INFO: Epoch: [9] [51200/54024] learning_rate: 0.000100 loss_class: 0.699323 loss_bbox: 0.115668 loss_giou: 0.485444 loss_class_aux: 4.315160 loss_bbox_aux: 0.748027 loss_giou_aux: 3.042080 loss_class_dn: 0.351185 loss_bbox_dn: 0.109581 loss_giou_dn: 0.371110 loss_class_aux_dn: 1.903141 loss_bbox_aux_dn: 0.647992 loss_giou_aux_dn: 2.107199 loss: 14.781369 eta: 34 days, 22:18:14 batch_cost: 0.9334 data_cost: 0.0852 ips: 8.5711 images/s [07/26 07:58:29] ppdet.engine INFO: Epoch: [9] [51300/54024] learning_rate: 0.000100 loss_class: 0.690477 loss_bbox: 0.102455 loss_giou: 0.473671 loss_class_aux: 4.263361 loss_bbox_aux: 0.670860 loss_giou_aux: 3.005761 loss_class_dn: 0.347377 loss_bbox_dn: 0.103890 loss_giou_dn: 0.379145 loss_class_aux_dn: 1.864732 loss_bbox_aux_dn: 0.629481 loss_giou_aux_dn: 2.139816 loss: 14.870628 eta: 34 days, 22:16:26 batch_cost: 0.8946 data_cost: 0.0619 ips: 8.9428 images/s [07/26 07:59:59] ppdet.engine INFO: Epoch: [9] [51400/54024] learning_rate: 0.000100 loss_class: 0.685065 loss_bbox: 0.111951 loss_giou: 0.504011 loss_class_aux: 4.258333 loss_bbox_aux: 0.720492 loss_giou_aux: 3.167890 loss_class_dn: 0.347636 loss_bbox_dn: 0.105849 loss_giou_dn: 0.375063 loss_class_aux_dn: 1.886177 loss_bbox_aux_dn: 0.659886 loss_giou_aux_dn: 2.174790 loss: 15.226231 eta: 34 days, 22:12:29 batch_cost: 0.8538 data_cost: 0.0009 ips: 9.3695 images/s [07/26 08:01:26] ppdet.engine INFO: Epoch: [9] [51500/54024] learning_rate: 0.000100 loss_class: 0.701473 loss_bbox: 0.101359 loss_giou: 0.543526 loss_class_aux: 4.270146 loss_bbox_aux: 0.652337 loss_giou_aux: 3.377480 loss_class_dn: 0.347633 loss_bbox_dn: 0.088433 loss_giou_dn: 0.395643 loss_class_aux_dn: 1.874629 loss_bbox_aux_dn: 0.560224 loss_giou_aux_dn: 2.252131 loss: 15.249812 eta: 34 days, 22:07:21 batch_cost: 0.8316 data_cost: 0.0241 ips: 9.6199 images/s [07/26 08:03:03] ppdet.engine INFO: Epoch: [9] [51600/54024] learning_rate: 0.000100 loss_class: 0.696899 loss_bbox: 0.109309 loss_giou: 0.531947 loss_class_aux: 4.375524 loss_bbox_aux: 0.718074 loss_giou_aux: 3.319827 loss_class_dn: 0.354147 loss_bbox_dn: 0.089810 loss_giou_dn: 0.398195 loss_class_aux_dn: 1.886121 loss_bbox_aux_dn: 0.572950 loss_giou_aux_dn: 2.275442 loss: 15.474652 eta: 34 days, 22:06:42 batch_cost: 0.9164 data_cost: 0.0360 ips: 8.7301 images/s [07/26 08:04:33] ppdet.engine INFO: Epoch: [9] [51700/54024] learning_rate: 0.000100 loss_class: 0.672033 loss_bbox: 0.111774 loss_giou: 0.452087 loss_class_aux: 4.171978 loss_bbox_aux: 0.707405 loss_giou_aux: 2.814137 loss_class_dn: 0.330103 loss_bbox_dn: 0.100957 loss_giou_dn: 0.356640 loss_class_aux_dn: 1.786142 loss_bbox_aux_dn: 0.617089 loss_giou_aux_dn: 2.021336 loss: 14.376074 eta: 34 days, 22:02:43 batch_cost: 0.8530 data_cost: 0.0011 ips: 9.3790 images/s [07/26 08:06:06] ppdet.engine INFO: Epoch: [9] [51800/54024] learning_rate: 0.000100 loss_class: 0.699274 loss_bbox: 0.111942 loss_giou: 0.473477 loss_class_aux: 4.349158 loss_bbox_aux: 0.742338 loss_giou_aux: 3.017608 loss_class_dn: 0.338491 loss_bbox_dn: 0.107012 loss_giou_dn: 0.372800 loss_class_aux_dn: 1.837577 loss_bbox_aux_dn: 0.653691 loss_giou_aux_dn: 2.154076 loss: 14.957671 eta: 34 days, 22:00:48 batch_cost: 0.8923 data_cost: 0.0887 ips: 8.9658 images/s [07/26 08:07:30] ppdet.engine INFO: Epoch: [9] [51900/54024] learning_rate: 0.000100 loss_class: 0.700188 loss_bbox: 0.109059 loss_giou: 0.496550 loss_class_aux: 4.279549 loss_bbox_aux: 0.699868 loss_giou_aux: 3.162159 loss_class_dn: 0.353195 loss_bbox_dn: 0.099318 loss_giou_dn: 0.383130 loss_class_aux_dn: 1.904999 loss_bbox_aux_dn: 0.619870 loss_giou_aux_dn: 2.175208 loss: 15.424341 eta: 34 days, 21:53:31 batch_cost: 0.7905 data_cost: 0.0009 ips: 10.1201 images/s [07/26 08:09:06] ppdet.engine INFO: Epoch: [9] [52000/54024] learning_rate: 0.000100 loss_class: 0.735019 loss_bbox: 0.123822 loss_giou: 0.518844 loss_class_aux: 4.576743 loss_bbox_aux: 0.792217 loss_giou_aux: 3.243475 loss_class_dn: 0.364070 loss_bbox_dn: 0.112009 loss_giou_dn: 0.398826 loss_class_aux_dn: 1.959171 loss_bbox_aux_dn: 0.685300 loss_giou_aux_dn: 2.294549 loss: 16.307312 eta: 34 days, 21:52:38 batch_cost: 0.9118 data_cost: 0.0010 ips: 8.7740 images/s [07/26 08:10:37] ppdet.engine INFO: Epoch: [9] [52100/54024] learning_rate: 0.000100 loss_class: 0.699993 loss_bbox: 0.109660 loss_giou: 0.466877 loss_class_aux: 4.396109 loss_bbox_aux: 0.712552 loss_giou_aux: 2.932335 loss_class_dn: 0.344868 loss_bbox_dn: 0.114868 loss_giou_dn: 0.351501 loss_class_aux_dn: 1.824855 loss_bbox_aux_dn: 0.673274 loss_giou_aux_dn: 2.037958 loss: 14.769675 eta: 34 days, 21:49:13 batch_cost: 0.8634 data_cost: 0.0169 ips: 9.2659 images/s [07/26 08:12:07] ppdet.engine INFO: Epoch: [9] [52200/54024] learning_rate: 0.000100 loss_class: 0.718520 loss_bbox: 0.109221 loss_giou: 0.465510 loss_class_aux: 4.352593 loss_bbox_aux: 0.733268 loss_giou_aux: 2.950757 loss_class_dn: 0.344262 loss_bbox_dn: 0.099126 loss_giou_dn: 0.363683 loss_class_aux_dn: 1.875291 loss_bbox_aux_dn: 0.598994 loss_giou_aux_dn: 2.050812 loss: 14.916239 eta: 34 days, 21:45:25 batch_cost: 0.8562 data_cost: 0.0480 ips: 9.3435 images/s [07/26 08:13:40] ppdet.engine INFO: Epoch: [9] [52300/54024] learning_rate: 0.000100 loss_class: 0.697315 loss_bbox: 0.106526 loss_giou: 0.459570 loss_class_aux: 4.402997 loss_bbox_aux: 0.700299 loss_giou_aux: 2.942926 loss_class_dn: 0.334799 loss_bbox_dn: 0.099417 loss_giou_dn: 0.363005 loss_class_aux_dn: 1.827686 loss_bbox_aux_dn: 0.621426 loss_giou_aux_dn: 2.049432 loss: 14.657323 eta: 34 days, 21:42:54 batch_cost: 0.8807 data_cost: 0.0510 ips: 9.0840 images/s [07/26 08:15:10] ppdet.engine INFO: Epoch: [9] [52400/54024] learning_rate: 0.000100 loss_class: 0.709984 loss_bbox: 0.119356 loss_giou: 0.497927 loss_class_aux: 4.405130 loss_bbox_aux: 0.765750 loss_giou_aux: 3.077766 loss_class_dn: 0.353916 loss_bbox_dn: 0.102599 loss_giou_dn: 0.375148 loss_class_aux_dn: 1.908907 loss_bbox_aux_dn: 0.625932 loss_giou_aux_dn: 2.172826 loss: 15.665937 eta: 34 days, 21:39:11 batch_cost: 0.8577 data_cost: 0.0309 ips: 9.3271 images/s [07/26 08:16:44] ppdet.engine INFO: Epoch: [9] [52500/54024] learning_rate: 0.000100 loss_class: 0.680156 loss_bbox: 0.114539 loss_giou: 0.450864 loss_class_aux: 4.192338 loss_bbox_aux: 0.731702 loss_giou_aux: 2.831603 loss_class_dn: 0.330296 loss_bbox_dn: 0.094559 loss_giou_dn: 0.353260 loss_class_aux_dn: 1.773908 loss_bbox_aux_dn: 0.596778 loss_giou_aux_dn: 2.019148 loss: 14.280420 eta: 34 days, 21:37:24 batch_cost: 0.8944 data_cost: 0.0456 ips: 8.9445 images/s [07/26 08:18:19] ppdet.engine INFO: Epoch: [9] [52600/54024] learning_rate: 0.000100 loss_class: 0.704510 loss_bbox: 0.106725 loss_giou: 0.473668 loss_class_aux: 4.316391 loss_bbox_aux: 0.697561 loss_giou_aux: 2.956155 loss_class_dn: 0.336227 loss_bbox_dn: 0.097593 loss_giou_dn: 0.364790 loss_class_aux_dn: 1.790919 loss_bbox_aux_dn: 0.609859 loss_giou_aux_dn: 2.105034 loss: 15.150597 eta: 34 days, 21:36:13 batch_cost: 0.9059 data_cost: 0.0010 ips: 8.8314 images/s [07/26 08:19:50] ppdet.engine INFO: Epoch: [9] [52700/54024] learning_rate: 0.000100 loss_class: 0.688027 loss_bbox: 0.110908 loss_giou: 0.428993 loss_class_aux: 4.309318 loss_bbox_aux: 0.729250 loss_giou_aux: 2.694223 loss_class_dn: 0.345197 loss_bbox_dn: 0.111131 loss_giou_dn: 0.341422 loss_class_aux_dn: 1.869280 loss_bbox_aux_dn: 0.687892 loss_giou_aux_dn: 1.974194 loss: 14.867537 eta: 34 days, 21:32:48 batch_cost: 0.8634 data_cost: 0.0311 ips: 9.2660 images/s [07/26 08:21:20] ppdet.engine INFO: Epoch: [9] [52800/54024] learning_rate: 0.000100 loss_class: 0.671475 loss_bbox: 0.108970 loss_giou: 0.489729 loss_class_aux: 4.129876 loss_bbox_aux: 0.699243 loss_giou_aux: 3.096375 loss_class_dn: 0.344013 loss_bbox_dn: 0.099281 loss_giou_dn: 0.371147 loss_class_aux_dn: 1.890527 loss_bbox_aux_dn: 0.646367 loss_giou_aux_dn: 2.150764 loss: 14.868042 eta: 34 days, 21:29:06 batch_cost: 0.8575 data_cost: 0.0010 ips: 9.3289 images/s [07/26 08:22:46] ppdet.engine INFO: Epoch: [9] [52900/54024] learning_rate: 0.000100 loss_class: 0.694355 loss_bbox: 0.112671 loss_giou: 0.468652 loss_class_aux: 4.268721 loss_bbox_aux: 0.730109 loss_giou_aux: 2.960949 loss_class_dn: 0.345918 loss_bbox_dn: 0.101224 loss_giou_dn: 0.363391 loss_class_aux_dn: 1.856452 loss_bbox_aux_dn: 0.629552 loss_giou_aux_dn: 2.064987 loss: 14.771989 eta: 34 days, 21:22:56 batch_cost: 0.8105 data_cost: 0.0010 ips: 9.8706 images/s [07/26 08:24:19] ppdet.engine INFO: Epoch: [9] [53000/54024] learning_rate: 0.000100 loss_class: 0.685027 loss_bbox: 0.104040 loss_giou: 0.425885 loss_class_aux: 4.345511 loss_bbox_aux: 0.710372 loss_giou_aux: 2.623284 loss_class_dn: 0.323848 loss_bbox_dn: 0.103613 loss_giou_dn: 0.335396 loss_class_aux_dn: 1.766307 loss_bbox_aux_dn: 0.634146 loss_giou_aux_dn: 1.883848 loss: 14.013371 eta: 34 days, 21:20:53 batch_cost: 0.8891 data_cost: 0.0009 ips: 8.9980 images/s [07/26 08:25:53] ppdet.engine INFO: Epoch: [9] [53100/54024] learning_rate: 0.000100 loss_class: 0.699443 loss_bbox: 0.108347 loss_giou: 0.494128 loss_class_aux: 4.325690 loss_bbox_aux: 0.712710 loss_giou_aux: 3.080155 loss_class_dn: 0.342338 loss_bbox_dn: 0.106179 loss_giou_dn: 0.377208 loss_class_aux_dn: 1.861277 loss_bbox_aux_dn: 0.646994 loss_giou_aux_dn: 2.128197 loss: 14.920097 eta: 34 days, 21:19:25 batch_cost: 0.9005 data_cost: 0.0009 ips: 8.8840 images/s [07/26 08:27:26] ppdet.engine INFO: Epoch: [9] [53200/54024] learning_rate: 0.000100 loss_class: 0.750193 loss_bbox: 0.123389 loss_giou: 0.511998 loss_class_aux: 4.654830 loss_bbox_aux: 0.791686 loss_giou_aux: 3.194884 loss_class_dn: 0.373979 loss_bbox_dn: 0.111645 loss_giou_dn: 0.399974 loss_class_aux_dn: 1.985066 loss_bbox_aux_dn: 0.677146 loss_giou_aux_dn: 2.263051 loss: 15.675029 eta: 34 days, 21:17:00 batch_cost: 0.8822 data_cost: 0.0009 ips: 9.0687 images/s [07/26 08:28:58] ppdet.engine INFO: Epoch: [9] [53300/54024] learning_rate: 0.000100 loss_class: 0.690183 loss_bbox: 0.103027 loss_giou: 0.461599 loss_class_aux: 4.269723 loss_bbox_aux: 0.685379 loss_giou_aux: 2.952550 loss_class_dn: 0.334010 loss_bbox_dn: 0.099122 loss_giou_dn: 0.359332 loss_class_aux_dn: 1.791734 loss_bbox_aux_dn: 0.626587 loss_giou_aux_dn: 2.075255 loss: 14.776994 eta: 34 days, 21:14:32 batch_cost: 0.8810 data_cost: 0.0010 ips: 9.0806 images/s [07/26 08:30:23] ppdet.engine INFO: Epoch: [9] [53400/54024] learning_rate: 0.000100 loss_class: 0.719291 loss_bbox: 0.117337 loss_giou: 0.559898 loss_class_aux: 4.492038 loss_bbox_aux: 0.755564 loss_giou_aux: 3.503974 loss_class_dn: 0.362602 loss_bbox_dn: 0.103095 loss_giou_dn: 0.417840 loss_class_aux_dn: 1.931286 loss_bbox_aux_dn: 0.628824 loss_giou_aux_dn: 2.360849 loss: 16.340858 eta: 34 days, 21:07:53 batch_cost: 0.8006 data_cost: 0.0010 ips: 9.9926 images/s [07/26 08:32:00] ppdet.engine INFO: Epoch: [9] [53500/54024] learning_rate: 0.000100 loss_class: 0.721710 loss_bbox: 0.113833 loss_giou: 0.531451 loss_class_aux: 4.464305 loss_bbox_aux: 0.728464 loss_giou_aux: 3.285933 loss_class_dn: 0.350598 loss_bbox_dn: 0.103703 loss_giou_dn: 0.389190 loss_class_aux_dn: 1.886577 loss_bbox_aux_dn: 0.651439 loss_giou_aux_dn: 2.192697 loss: 15.513424 eta: 34 days, 21:07:44 batch_cost: 0.9255 data_cost: 0.1030 ips: 8.6441 images/s [07/26 08:33:37] ppdet.engine INFO: Epoch: [9] [53600/54024] learning_rate: 0.000100 loss_class: 0.694388 loss_bbox: 0.105286 loss_giou: 0.504981 loss_class_aux: 4.320114 loss_bbox_aux: 0.696243 loss_giou_aux: 3.180836 loss_class_dn: 0.350415 loss_bbox_dn: 0.098953 loss_giou_dn: 0.394080 loss_class_aux_dn: 1.884890 loss_bbox_aux_dn: 0.604214 loss_giou_aux_dn: 2.258393 loss: 15.500917 eta: 34 days, 21:07:16 batch_cost: 0.9196 data_cost: 0.0817 ips: 8.6995 images/s [07/26 08:35:06] ppdet.engine INFO: Epoch: [9] [53700/54024] learning_rate: 0.000100 loss_class: 0.683731 loss_bbox: 0.102919 loss_giou: 0.453334 loss_class_aux: 4.308972 loss_bbox_aux: 0.701454 loss_giou_aux: 2.840289 loss_class_dn: 0.329021 loss_bbox_dn: 0.097387 loss_giou_dn: 0.353814 loss_class_aux_dn: 1.795324 loss_bbox_aux_dn: 0.599579 loss_giou_aux_dn: 2.027563 loss: 14.489984 eta: 34 days, 21:03:14 batch_cost: 0.8508 data_cost: 0.0074 ips: 9.4031 images/s [07/26 08:36:39] ppdet.engine INFO: Epoch: [9] [53800/54024] learning_rate: 0.000100 loss_class: 0.678360 loss_bbox: 0.108704 loss_giou: 0.482054 loss_class_aux: 4.187719 loss_bbox_aux: 0.676241 loss_giou_aux: 2.990768 loss_class_dn: 0.344802 loss_bbox_dn: 0.096823 loss_giou_dn: 0.353600 loss_class_aux_dn: 1.865750 loss_bbox_aux_dn: 0.604859 loss_giou_aux_dn: 2.014203 loss: 14.990644 eta: 34 days, 21:00:56 batch_cost: 0.8839 data_cost: 0.0510 ips: 9.0509 images/s [07/26 08:38:14] ppdet.engine INFO: Epoch: [9] [53900/54024] learning_rate: 0.000100 loss_class: 0.730650 loss_bbox: 0.110749 loss_giou: 0.498518 loss_class_aux: 4.497560 loss_bbox_aux: 0.746493 loss_giou_aux: 3.127194 loss_class_dn: 0.354344 loss_bbox_dn: 0.101134 loss_giou_dn: 0.384834 loss_class_aux_dn: 1.932554 loss_bbox_aux_dn: 0.623001 loss_giou_aux_dn: 2.223161 loss: 15.151087 eta: 34 days, 20:59:34 batch_cost: 0.9021 data_cost: 0.0253 ips: 8.8678 images/s [07/26 08:39:41] ppdet.engine INFO: Epoch: [9] 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Done (t=5.80s) creating index... index created! [07/26 09:20:30] ppdet.metrics.coco_utils INFO: Start evaluate... Loading and preparing results... DONE (t=219.10s) creating index... index created! Running per image evaluation... Evaluate annotation type *bbox* DONE (t=2963.89s). Accumulating evaluation results... DONE (t=801.29s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.345 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.455 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.375 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.161 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.332 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.474 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.287 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.555 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.600 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.363 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.602 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.760 [07/26 10:29:23] ppdet.engine INFO: Total sample number: 80000, average FPS: 38.22273819209178 [07/26 10:29:23] ppdet.engine INFO: Best test bbox ap is 0.345. [07/26 10:29:37] ppdet.engine INFO: Epoch: [10] [ 0/54024] learning_rate: 0.000100 loss_class: 0.695047 loss_bbox: 0.111503 loss_giou: 0.493527 loss_class_aux: 4.340480 loss_bbox_aux: 0.719842 loss_giou_aux: 3.122083 loss_class_dn: 0.339603 loss_bbox_dn: 0.103322 loss_giou_dn: 0.372224 loss_class_aux_dn: 1.829286 loss_bbox_aux_dn: 0.630966 loss_giou_aux_dn: 2.128557 loss: 15.108030 eta: 34 days, 20:56:03 batch_cost: 0.8986 data_cost: 0.0737 ips: 8.9025 images/s [07/26 10:31:06] ppdet.engine INFO: Epoch: [10] [ 100/54024] learning_rate: 0.000100 loss_class: 0.678435 loss_bbox: 0.116702 loss_giou: 0.534804 loss_class_aux: 4.198593 loss_bbox_aux: 0.779161 loss_giou_aux: 3.333423 loss_class_dn: 0.332465 loss_bbox_dn: 0.106938 loss_giou_dn: 0.379300 loss_class_aux_dn: 1.792785 loss_bbox_aux_dn: 0.639643 loss_giou_aux_dn: 2.173280 loss: 14.964810 eta: 34 days, 20:51:38 batch_cost: 0.8428 data_cost: 0.0018 ips: 9.4919 images/s [07/26 10:33:06] ppdet.engine INFO: Epoch: [10] [ 200/54024] learning_rate: 0.000100 loss_class: 0.679016 loss_bbox: 0.108489 loss_giou: 0.490506 loss_class_aux: 4.276149 loss_bbox_aux: 0.699029 loss_giou_aux: 3.028260 loss_class_dn: 0.346550 loss_bbox_dn: 0.105165 loss_giou_dn: 0.363081 loss_class_aux_dn: 1.885913 loss_bbox_aux_dn: 0.652177 loss_giou_aux_dn: 2.102909 loss: 15.136861 eta: 34 days, 21:02:57 batch_cost: 1.1480 data_cost: 0.2504 ips: 6.9684 images/s [07/26 10:34:43] ppdet.engine INFO: Epoch: [10] [ 300/54024] learning_rate: 0.000100 loss_class: 0.746100 loss_bbox: 0.120147 loss_giou: 0.507331 loss_class_aux: 4.594903 loss_bbox_aux: 0.802696 loss_giou_aux: 3.132556 loss_class_dn: 0.364685 loss_bbox_dn: 0.110845 loss_giou_dn: 0.397096 loss_class_aux_dn: 1.988363 loss_bbox_aux_dn: 0.658941 loss_giou_aux_dn: 2.268303 loss: 15.849931 eta: 34 days, 21:02:46 batch_cost: 0.9254 data_cost: 0.0010 ips: 8.6449 images/s [07/26 10:36:17] ppdet.engine INFO: Epoch: [10] [ 400/54024] learning_rate: 0.000100 loss_class: 0.700309 loss_bbox: 0.119749 loss_giou: 0.500544 loss_class_aux: 4.378595 loss_bbox_aux: 0.767284 loss_giou_aux: 3.131559 loss_class_dn: 0.351586 loss_bbox_dn: 0.104553 loss_giou_dn: 0.383932 loss_class_aux_dn: 1.914298 loss_bbox_aux_dn: 0.665418 loss_giou_aux_dn: 2.174759 loss: 15.231528 eta: 34 days, 21:00:49 batch_cost: 0.8910 data_cost: 0.0009 ips: 8.9787 images/s [07/26 10:37:52] ppdet.engine INFO: Epoch: [10] [ 500/54024] learning_rate: 0.000100 loss_class: 0.714590 loss_bbox: 0.114734 loss_giou: 0.476257 loss_class_aux: 4.502688 loss_bbox_aux: 0.756774 loss_giou_aux: 2.946473 loss_class_dn: 0.360532 loss_bbox_dn: 0.100578 loss_giou_dn: 0.367617 loss_class_aux_dn: 1.932147 loss_bbox_aux_dn: 0.604037 loss_giou_aux_dn: 2.108623 loss: 15.261092 eta: 34 days, 20:59:19 batch_cost: 0.8996 data_cost: 0.0009 ips: 8.8933 images/s [07/26 10:39:25] ppdet.engine INFO: Epoch: [10] [ 600/54024] learning_rate: 0.000100 loss_class: 0.695508 loss_bbox: 0.112922 loss_giou: 0.498979 loss_class_aux: 4.294711 loss_bbox_aux: 0.737253 loss_giou_aux: 3.140282 loss_class_dn: 0.349124 loss_bbox_dn: 0.101452 loss_giou_dn: 0.371561 loss_class_aux_dn: 1.859542 loss_bbox_aux_dn: 0.639034 loss_giou_aux_dn: 2.162721 loss: 14.941550 eta: 34 days, 20:56:46 batch_cost: 0.8792 data_cost: 0.0010 ips: 9.0989 images/s [07/26 10:40:55] ppdet.engine INFO: Epoch: [10] [ 700/54024] learning_rate: 0.000100 loss_class: 0.682481 loss_bbox: 0.108405 loss_giou: 0.452921 loss_class_aux: 4.314655 loss_bbox_aux: 0.682846 loss_giou_aux: 2.837610 loss_class_dn: 0.330512 loss_bbox_dn: 0.095363 loss_giou_dn: 0.361908 loss_class_aux_dn: 1.786269 loss_bbox_aux_dn: 0.581123 loss_giou_aux_dn: 2.079973 loss: 13.937224 eta: 34 days, 20:53:01 batch_cost: 0.8558 data_cost: 0.0009 ips: 9.3474 images/s [07/26 10:42:26] ppdet.engine INFO: Epoch: [10] [ 800/54024] learning_rate: 0.000100 loss_class: 0.686474 loss_bbox: 0.114137 loss_giou: 0.550366 loss_class_aux: 4.312929 loss_bbox_aux: 0.728256 loss_giou_aux: 3.394198 loss_class_dn: 0.354571 loss_bbox_dn: 0.097967 loss_giou_dn: 0.414274 loss_class_aux_dn: 1.924214 loss_bbox_aux_dn: 0.571939 loss_giou_aux_dn: 2.371914 loss: 15.700997 eta: 34 days, 20:49:33 batch_cost: 0.8616 data_cost: 0.0077 ips: 9.2855 images/s [07/26 10:44:02] ppdet.engine INFO: Epoch: [10] [ 900/54024] learning_rate: 0.000100 loss_class: 0.714908 loss_bbox: 0.111471 loss_giou: 0.567500 loss_class_aux: 4.396468 loss_bbox_aux: 0.742890 loss_giou_aux: 3.548019 loss_class_dn: 0.370281 loss_bbox_dn: 0.099537 loss_giou_dn: 0.424773 loss_class_aux_dn: 1.961944 loss_bbox_aux_dn: 0.603993 loss_giou_aux_dn: 2.399869 loss: 16.226089 eta: 34 days, 20:48:51 batch_cost: 0.9153 data_cost: 0.0121 ips: 8.7406 images/s [07/26 10:45:28] ppdet.engine INFO: Epoch: [10] [ 1000/54024] learning_rate: 0.000100 loss_class: 0.684428 loss_bbox: 0.111652 loss_giou: 0.437601 loss_class_aux: 4.289945 loss_bbox_aux: 0.736259 loss_giou_aux: 2.716035 loss_class_dn: 0.337972 loss_bbox_dn: 0.107289 loss_giou_dn: 0.354723 loss_class_aux_dn: 1.824134 loss_bbox_aux_dn: 0.660448 loss_giou_aux_dn: 2.034704 loss: 14.816427 eta: 34 days, 20:42:45 batch_cost: 0.8096 data_cost: 0.0009 ips: 9.8819 images/s [07/26 10:47:02] ppdet.engine INFO: Epoch: [10] [ 1100/54024] learning_rate: 0.000100 loss_class: 0.710003 loss_bbox: 0.108842 loss_giou: 0.516442 loss_class_aux: 4.422498 loss_bbox_aux: 0.715311 loss_giou_aux: 3.230193 loss_class_dn: 0.356798 loss_bbox_dn: 0.100064 loss_giou_dn: 0.389186 loss_class_aux_dn: 1.905992 loss_bbox_aux_dn: 0.634147 loss_giou_aux_dn: 2.202102 loss: 15.277553 eta: 34 days, 20:40:59 batch_cost: 0.8943 data_cost: 0.0009 ips: 8.9452 images/s [07/26 10:48:47] ppdet.engine INFO: Epoch: [10] [ 1200/54024] learning_rate: 0.000100 loss_class: 0.677384 loss_bbox: 0.107657 loss_giou: 0.505380 loss_class_aux: 4.202168 loss_bbox_aux: 0.726987 loss_giou_aux: 3.169459 loss_class_dn: 0.342295 loss_bbox_dn: 0.097823 loss_giou_dn: 0.373317 loss_class_aux_dn: 1.865134 loss_bbox_aux_dn: 0.603518 loss_giou_aux_dn: 2.133349 loss: 14.738339 eta: 34 days, 20:44:28 batch_cost: 0.9973 data_cost: 0.0196 ips: 8.0219 images/s [07/26 10:50:22] ppdet.engine INFO: Epoch: [10] [ 1300/54024] learning_rate: 0.000100 loss_class: 0.668509 loss_bbox: 0.115569 loss_giou: 0.460438 loss_class_aux: 4.132990 loss_bbox_aux: 0.746123 loss_giou_aux: 2.900877 loss_class_dn: 0.338836 loss_bbox_dn: 0.101472 loss_giou_dn: 0.361486 loss_class_aux_dn: 1.818374 loss_bbox_aux_dn: 0.631009 loss_giou_aux_dn: 2.016326 loss: 14.814974 eta: 34 days, 20:43:00 batch_cost: 0.9002 data_cost: 0.0009 ips: 8.8866 images/s [07/26 10:51:51] ppdet.engine INFO: Epoch: [10] [ 1400/54024] learning_rate: 0.000100 loss_class: 0.682664 loss_bbox: 0.108697 loss_giou: 0.484821 loss_class_aux: 4.231137 loss_bbox_aux: 0.703577 loss_giou_aux: 3.055794 loss_class_dn: 0.333189 loss_bbox_dn: 0.097486 loss_giou_dn: 0.371060 loss_class_aux_dn: 1.787750 loss_bbox_aux_dn: 0.624115 loss_giou_aux_dn: 2.056348 loss: 14.539031 eta: 34 days, 20:38:44 batch_cost: 0.8454 data_cost: 0.0009 ips: 9.4627 images/s [07/26 10:53:28] ppdet.engine INFO: Epoch: [10] [ 1500/54024] learning_rate: 0.000100 loss_class: 0.709709 loss_bbox: 0.107194 loss_giou: 0.478652 loss_class_aux: 4.398396 loss_bbox_aux: 0.693940 loss_giou_aux: 3.029077 loss_class_dn: 0.352120 loss_bbox_dn: 0.101421 loss_giou_dn: 0.368707 loss_class_aux_dn: 1.912784 loss_bbox_aux_dn: 0.623985 loss_giou_aux_dn: 2.157860 loss: 14.926420 eta: 34 days, 20:38:21 batch_cost: 0.9213 data_cost: 0.0136 ips: 8.6834 images/s [07/26 10:55:10] ppdet.engine INFO: Epoch: [10] [ 1600/54024] learning_rate: 0.000100 loss_class: 0.698838 loss_bbox: 0.106413 loss_giou: 0.484996 loss_class_aux: 4.233567 loss_bbox_aux: 0.704015 loss_giou_aux: 3.113560 loss_class_dn: 0.337956 loss_bbox_dn: 0.097312 loss_giou_dn: 0.383945 loss_class_aux_dn: 1.828686 loss_bbox_aux_dn: 0.603882 loss_giou_aux_dn: 2.178261 loss: 15.360896 eta: 34 days, 20:40:39 batch_cost: 0.9745 data_cost: 0.0010 ips: 8.2094 images/s [07/26 10:56:43] ppdet.engine INFO: Epoch: [10] [ 1700/54024] learning_rate: 0.000100 loss_class: 0.721130 loss_bbox: 0.119942 loss_giou: 0.492467 loss_class_aux: 4.440100 loss_bbox_aux: 0.779994 loss_giou_aux: 3.088534 loss_class_dn: 0.344974 loss_bbox_dn: 0.103755 loss_giou_dn: 0.372941 loss_class_aux_dn: 1.902326 loss_bbox_aux_dn: 0.662885 loss_giou_aux_dn: 2.159858 loss: 15.427219 eta: 34 days, 20:38:14 batch_cost: 0.8815 data_cost: 0.0009 ips: 9.0756 images/s [07/26 10:58:21] ppdet.engine INFO: Epoch: [10] [ 1800/54024] learning_rate: 0.000100 loss_class: 0.682485 loss_bbox: 0.100337 loss_giou: 0.452912 loss_class_aux: 4.206976 loss_bbox_aux: 0.669540 loss_giou_aux: 2.820542 loss_class_dn: 0.332130 loss_bbox_dn: 0.099185 loss_giou_dn: 0.353164 loss_class_aux_dn: 1.798974 loss_bbox_aux_dn: 0.618152 loss_giou_aux_dn: 2.001866 loss: 14.356307 eta: 34 days, 20:38:22 batch_cost: 0.9319 data_cost: 0.0009 ips: 8.5846 images/s [07/26 11:00:07] ppdet.engine INFO: Epoch: [10] [ 1900/54024] learning_rate: 0.000100 loss_class: 0.676046 loss_bbox: 0.105472 loss_giou: 0.472419 loss_class_aux: 4.172715 loss_bbox_aux: 0.671453 loss_giou_aux: 2.938913 loss_class_dn: 0.341628 loss_bbox_dn: 0.102930 loss_giou_dn: 0.351851 loss_class_aux_dn: 1.843427 loss_bbox_aux_dn: 0.618814 loss_giou_aux_dn: 2.042734 loss: 14.882603 eta: 34 days, 20:42:50 batch_cost: 1.0171 data_cost: 0.0250 ips: 7.8655 images/s [07/26 11:01:38] ppdet.engine INFO: Epoch: [10] [ 2000/54024] learning_rate: 0.000100 loss_class: 0.698337 loss_bbox: 0.120516 loss_giou: 0.473740 loss_class_aux: 4.356752 loss_bbox_aux: 0.789750 loss_giou_aux: 2.991168 loss_class_dn: 0.342884 loss_bbox_dn: 0.106284 loss_giou_dn: 0.368567 loss_class_aux_dn: 1.853877 loss_bbox_aux_dn: 0.663383 loss_giou_aux_dn: 2.112477 loss: 14.972741 eta: 34 days, 20:39:37 batch_cost: 0.8661 data_cost: 0.0009 ips: 9.2368 images/s [07/26 11:03:25] ppdet.engine INFO: Epoch: [10] [ 2100/54024] learning_rate: 0.000100 loss_class: 0.724651 loss_bbox: 0.111908 loss_giou: 0.516872 loss_class_aux: 4.561675 loss_bbox_aux: 0.754707 loss_giou_aux: 3.257108 loss_class_dn: 0.363586 loss_bbox_dn: 0.110115 loss_giou_dn: 0.384201 loss_class_aux_dn: 1.984884 loss_bbox_aux_dn: 0.661091 loss_giou_aux_dn: 2.225438 loss: 16.104355 eta: 34 days, 20:44:11 batch_cost: 1.0194 data_cost: 0.0245 ips: 7.8477 images/s [07/26 11:05:04] ppdet.engine INFO: Epoch: [10] [ 2200/54024] learning_rate: 0.000100 loss_class: 0.676109 loss_bbox: 0.110604 loss_giou: 0.482793 loss_class_aux: 4.199132 loss_bbox_aux: 0.706799 loss_giou_aux: 3.023215 loss_class_dn: 0.331740 loss_bbox_dn: 0.104307 loss_giou_dn: 0.364506 loss_class_aux_dn: 1.800914 loss_bbox_aux_dn: 0.645690 loss_giou_aux_dn: 2.074471 loss: 14.553006 eta: 34 days, 20:45:07 batch_cost: 0.9480 data_cost: 0.0298 ips: 8.4390 images/s [07/26 11:06:48] ppdet.engine INFO: Epoch: [10] [ 2300/54024] learning_rate: 0.000100 loss_class: 0.705581 loss_bbox: 0.116540 loss_giou: 0.514402 loss_class_aux: 4.399856 loss_bbox_aux: 0.756373 loss_giou_aux: 3.237601 loss_class_dn: 0.346802 loss_bbox_dn: 0.102223 loss_giou_dn: 0.370404 loss_class_aux_dn: 1.887411 loss_bbox_aux_dn: 0.627374 loss_giou_aux_dn: 2.097992 loss: 15.280586 eta: 34 days, 20:48:08 batch_cost: 0.9894 data_cost: 0.0009 ips: 8.0858 images/s [07/26 11:08:21] ppdet.engine INFO: Epoch: [10] [ 2400/54024] learning_rate: 0.000100 loss_class: 0.704214 loss_bbox: 0.106931 loss_giou: 0.475586 loss_class_aux: 4.357129 loss_bbox_aux: 0.711465 loss_giou_aux: 2.981954 loss_class_dn: 0.341960 loss_bbox_dn: 0.104719 loss_giou_dn: 0.383100 loss_class_aux_dn: 1.835385 loss_bbox_aux_dn: 0.640940 loss_giou_aux_dn: 2.164986 loss: 14.664106 eta: 34 days, 20:45:38 batch_cost: 0.8801 data_cost: 0.0009 ips: 9.0898 images/s [07/26 11:09:48] ppdet.engine INFO: Epoch: [10] [ 2500/54024] learning_rate: 0.000100 loss_class: 0.675546 loss_bbox: 0.111741 loss_giou: 0.505696 loss_class_aux: 4.162857 loss_bbox_aux: 0.744833 loss_giou_aux: 3.178700 loss_class_dn: 0.352266 loss_bbox_dn: 0.098426 loss_giou_dn: 0.385805 loss_class_aux_dn: 1.919794 loss_bbox_aux_dn: 0.632880 loss_giou_aux_dn: 2.218904 loss: 15.334897 eta: 34 days, 20:40:10 batch_cost: 0.8213 data_cost: 0.0095 ips: 9.7403 images/s [07/26 11:11:20] ppdet.engine INFO: Epoch: [10] [ 2600/54024] learning_rate: 0.000100 loss_class: 0.714589 loss_bbox: 0.104679 loss_giou: 0.501081 loss_class_aux: 4.375656 loss_bbox_aux: 0.692841 loss_giou_aux: 3.150744 loss_class_dn: 0.358628 loss_bbox_dn: 0.101291 loss_giou_dn: 0.376159 loss_class_aux_dn: 1.923800 loss_bbox_aux_dn: 0.629401 loss_giou_aux_dn: 2.141294 loss: 14.854127 eta: 34 days, 20:37:30 batch_cost: 0.8770 data_cost: 0.0010 ips: 9.1224 images/s [07/26 11:12:47] ppdet.engine INFO: Epoch: [10] [ 2700/54024] learning_rate: 0.000100 loss_class: 0.711724 loss_bbox: 0.115578 loss_giou: 0.532086 loss_class_aux: 4.366903 loss_bbox_aux: 0.749092 loss_giou_aux: 3.319278 loss_class_dn: 0.373153 loss_bbox_dn: 0.102534 loss_giou_dn: 0.413592 loss_class_aux_dn: 1.993836 loss_bbox_aux_dn: 0.636105 loss_giou_aux_dn: 2.316159 loss: 16.204384 eta: 34 days, 20:31:49 batch_cost: 0.8168 data_cost: 0.0069 ips: 9.7941 images/s [07/26 11:14:40] ppdet.engine INFO: Epoch: [10] [ 2800/54024] learning_rate: 0.000100 loss_class: 0.640590 loss_bbox: 0.116000 loss_giou: 0.489497 loss_class_aux: 4.014961 loss_bbox_aux: 0.751664 loss_giou_aux: 3.054878 loss_class_dn: 0.338246 loss_bbox_dn: 0.106266 loss_giou_dn: 0.358530 loss_class_aux_dn: 1.825186 loss_bbox_aux_dn: 0.663684 loss_giou_aux_dn: 2.015715 loss: 14.410625 eta: 34 days, 20:39:50 batch_cost: 1.0888 data_cost: 0.1696 ips: 7.3474 images/s [07/26 11:16:11] ppdet.engine INFO: Epoch: [10] [ 2900/54024] learning_rate: 0.000100 loss_class: 0.708865 loss_bbox: 0.110482 loss_giou: 0.482765 loss_class_aux: 4.408996 loss_bbox_aux: 0.722159 loss_giou_aux: 3.033043 loss_class_dn: 0.358037 loss_bbox_dn: 0.098665 loss_giou_dn: 0.372179 loss_class_aux_dn: 1.956311 loss_bbox_aux_dn: 0.602203 loss_giou_aux_dn: 2.086173 loss: 15.242418 eta: 34 days, 20:36:23 batch_cost: 0.8613 data_cost: 0.0225 ips: 9.2878 images/s [07/26 11:17:42] ppdet.engine INFO: Epoch: [10] [ 3000/54024] learning_rate: 0.000100 loss_class: 0.704978 loss_bbox: 0.111137 loss_giou: 0.467063 loss_class_aux: 4.317704 loss_bbox_aux: 0.729035 loss_giou_aux: 2.918277 loss_class_dn: 0.345959 loss_bbox_dn: 0.103657 loss_giou_dn: 0.367017 loss_class_aux_dn: 1.886237 loss_bbox_aux_dn: 0.626131 loss_giou_aux_dn: 2.095247 loss: 14.871439 eta: 34 days, 20:33:05 batch_cost: 0.8641 data_cost: 0.0010 ips: 9.2579 images/s [07/26 11:19:16] ppdet.engine INFO: Epoch: [10] [ 3100/54024] learning_rate: 0.000100 loss_class: 0.693753 loss_bbox: 0.113555 loss_giou: 0.547496 loss_class_aux: 4.278245 loss_bbox_aux: 0.730512 loss_giou_aux: 3.449291 loss_class_dn: 0.349237 loss_bbox_dn: 0.104083 loss_giou_dn: 0.399240 loss_class_aux_dn: 1.913570 loss_bbox_aux_dn: 0.621750 loss_giou_aux_dn: 2.244574 loss: 15.275582 eta: 34 days, 20:31:09 batch_cost: 0.8913 data_cost: 0.0010 ips: 8.9759 images/s [07/26 11:20:53] ppdet.engine INFO: Epoch: [10] [ 3200/54024] learning_rate: 0.000100 loss_class: 0.696220 loss_bbox: 0.111249 loss_giou: 0.548520 loss_class_aux: 4.346507 loss_bbox_aux: 0.709923 loss_giou_aux: 3.432597 loss_class_dn: 0.358274 loss_bbox_dn: 0.096479 loss_giou_dn: 0.413213 loss_class_aux_dn: 1.915574 loss_bbox_aux_dn: 0.602066 loss_giou_aux_dn: 2.303411 loss: 15.519943 eta: 34 days, 20:30:44 batch_cost: 0.9215 data_cost: 0.0266 ips: 8.6816 images/s [07/26 11:22:34] ppdet.engine INFO: Epoch: [10] [ 3300/54024] learning_rate: 0.000100 loss_class: 0.680718 loss_bbox: 0.113215 loss_giou: 0.489297 loss_class_aux: 4.284301 loss_bbox_aux: 0.741535 loss_giou_aux: 3.051138 loss_class_dn: 0.338224 loss_bbox_dn: 0.109262 loss_giou_dn: 0.376802 loss_class_aux_dn: 1.824006 loss_bbox_aux_dn: 0.669229 loss_giou_aux_dn: 2.135901 loss: 14.823431 eta: 34 days, 20:32:10 batch_cost: 0.9585 data_cost: 0.0009 ips: 8.3465 images/s [07/26 11:24:09] ppdet.engine INFO: Epoch: [10] [ 3400/54024] learning_rate: 0.000100 loss_class: 0.674290 loss_bbox: 0.105525 loss_giou: 0.501379 loss_class_aux: 4.176556 loss_bbox_aux: 0.702490 loss_giou_aux: 3.115544 loss_class_dn: 0.331940 loss_bbox_dn: 0.097151 loss_giou_dn: 0.369863 loss_class_aux_dn: 1.787490 loss_bbox_aux_dn: 0.600193 loss_giou_aux_dn: 2.091010 loss: 14.585073 eta: 34 days, 20:31:06 batch_cost: 0.9085 data_cost: 0.0009 ips: 8.8053 images/s [07/26 11:25:39] ppdet.engine INFO: Epoch: [10] [ 3500/54024] learning_rate: 0.000100 loss_class: 0.704285 loss_bbox: 0.109578 loss_giou: 0.511945 loss_class_aux: 4.446540 loss_bbox_aux: 0.736226 loss_giou_aux: 3.246502 loss_class_dn: 0.360768 loss_bbox_dn: 0.099878 loss_giou_dn: 0.385047 loss_class_aux_dn: 1.964514 loss_bbox_aux_dn: 0.638892 loss_giou_aux_dn: 2.193543 loss: 15.102301 eta: 34 days, 20:27:01 batch_cost: 0.8483 data_cost: 0.0009 ips: 9.4301 images/s [07/26 11:27:06] ppdet.engine INFO: Epoch: [10] [ 3600/54024] learning_rate: 0.000100 loss_class: 0.725852 loss_bbox: 0.109241 loss_giou: 0.476034 loss_class_aux: 4.403841 loss_bbox_aux: 0.710680 loss_giou_aux: 2.936545 loss_class_dn: 0.349101 loss_bbox_dn: 0.104158 loss_giou_dn: 0.368816 loss_class_aux_dn: 1.875050 loss_bbox_aux_dn: 0.624212 loss_giou_aux_dn: 2.113504 loss: 15.035390 eta: 34 days, 20:21:55 batch_cost: 0.8278 data_cost: 0.0009 ips: 9.6636 images/s [07/26 11:28:37] ppdet.engine INFO: Epoch: [10] [ 3700/54024] learning_rate: 0.000100 loss_class: 0.671077 loss_bbox: 0.104482 loss_giou: 0.488548 loss_class_aux: 4.070937 loss_bbox_aux: 0.692717 loss_giou_aux: 3.080439 loss_class_dn: 0.335612 loss_bbox_dn: 0.098596 loss_giou_dn: 0.372219 loss_class_aux_dn: 1.788214 loss_bbox_aux_dn: 0.612691 loss_giou_aux_dn: 2.141217 loss: 14.734780 eta: 34 days, 20:18:14 batch_cost: 0.8562 data_cost: 0.0228 ips: 9.3435 images/s [07/26 11:30:09] ppdet.engine INFO: Epoch: [10] [ 3800/54024] learning_rate: 0.000100 loss_class: 0.714237 loss_bbox: 0.115685 loss_giou: 0.535556 loss_class_aux: 4.469007 loss_bbox_aux: 0.754372 loss_giou_aux: 3.373179 loss_class_dn: 0.361576 loss_bbox_dn: 0.099207 loss_giou_dn: 0.387513 loss_class_aux_dn: 1.949833 loss_bbox_aux_dn: 0.630232 loss_giou_aux_dn: 2.224056 loss: 15.985805 eta: 34 days, 20:15:26 batch_cost: 0.8738 data_cost: 0.0013 ips: 9.1558 images/s [07/26 11:31:37] ppdet.engine INFO: Epoch: [10] [ 3900/54024] learning_rate: 0.000100 loss_class: 0.672802 loss_bbox: 0.117326 loss_giou: 0.488551 loss_class_aux: 4.254098 loss_bbox_aux: 0.761321 loss_giou_aux: 3.081967 loss_class_dn: 0.348686 loss_bbox_dn: 0.106532 loss_giou_dn: 0.382773 loss_class_aux_dn: 1.883500 loss_bbox_aux_dn: 0.676299 loss_giou_aux_dn: 2.198451 loss: 15.409362 eta: 34 days, 20:10:24 batch_cost: 0.8288 data_cost: 0.0009 ips: 9.6521 images/s [07/26 11:33:07] ppdet.engine INFO: Epoch: [10] [ 4000/54024] learning_rate: 0.000100 loss_class: 0.722071 loss_bbox: 0.112485 loss_giou: 0.525058 loss_class_aux: 4.511464 loss_bbox_aux: 0.740707 loss_giou_aux: 3.247033 loss_class_dn: 0.360381 loss_bbox_dn: 0.105471 loss_giou_dn: 0.377391 loss_class_aux_dn: 1.928502 loss_bbox_aux_dn: 0.633589 loss_giou_aux_dn: 2.216922 loss: 15.559928 eta: 34 days, 20:06:17 batch_cost: 0.8471 data_cost: 0.0123 ips: 9.4445 images/s [07/26 11:34:46] ppdet.engine INFO: Epoch: [10] [ 4100/54024] learning_rate: 0.000100 loss_class: 0.662603 loss_bbox: 0.102139 loss_giou: 0.461370 loss_class_aux: 4.137376 loss_bbox_aux: 0.706852 loss_giou_aux: 2.884663 loss_class_dn: 0.339542 loss_bbox_dn: 0.097959 loss_giou_dn: 0.354708 loss_class_aux_dn: 1.834661 loss_bbox_aux_dn: 0.621716 loss_giou_aux_dn: 2.045391 loss: 14.855282 eta: 34 days, 20:07:09 batch_cost: 0.9475 data_cost: 0.0010 ips: 8.4433 images/s [07/26 11:36:19] ppdet.engine INFO: Epoch: [10] [ 4200/54024] learning_rate: 0.000100 loss_class: 0.685292 loss_bbox: 0.115747 loss_giou: 0.465045 loss_class_aux: 4.229270 loss_bbox_aux: 0.755112 loss_giou_aux: 2.882566 loss_class_dn: 0.341469 loss_bbox_dn: 0.103740 loss_giou_dn: 0.347946 loss_class_aux_dn: 1.846709 loss_bbox_aux_dn: 0.674512 loss_giou_aux_dn: 2.000135 loss: 14.739613 eta: 34 days, 20:04:38 batch_cost: 0.8790 data_cost: 0.0520 ips: 9.1009 images/s [07/26 11:37:50] ppdet.engine INFO: Epoch: [10] [ 4300/54024] learning_rate: 0.000100 loss_class: 0.706174 loss_bbox: 0.115981 loss_giou: 0.521457 loss_class_aux: 4.397418 loss_bbox_aux: 0.727096 loss_giou_aux: 3.238352 loss_class_dn: 0.354426 loss_bbox_dn: 0.101056 loss_giou_dn: 0.386260 loss_class_aux_dn: 1.923215 loss_bbox_aux_dn: 0.626013 loss_giou_aux_dn: 2.193472 loss: 15.861440 eta: 34 days, 20:01:38 batch_cost: 0.8697 data_cost: 0.0009 ips: 9.1990 images/s [07/26 11:39:25] ppdet.engine INFO: Epoch: [10] [ 4400/54024] learning_rate: 0.000100 loss_class: 0.695428 loss_bbox: 0.106053 loss_giou: 0.519508 loss_class_aux: 4.309650 loss_bbox_aux: 0.682625 loss_giou_aux: 3.288420 loss_class_dn: 0.349377 loss_bbox_dn: 0.094859 loss_giou_dn: 0.394889 loss_class_aux_dn: 1.878830 loss_bbox_aux_dn: 0.589815 loss_giou_aux_dn: 2.247694 loss: 15.236300 eta: 34 days, 20:00:21 batch_cost: 0.9042 data_cost: 0.0010 ips: 8.8476 images/s [07/26 11:40:52] ppdet.engine INFO: Epoch: [10] [ 4500/54024] learning_rate: 0.000100 loss_class: 0.698154 loss_bbox: 0.111555 loss_giou: 0.492936 loss_class_aux: 4.365513 loss_bbox_aux: 0.722118 loss_giou_aux: 3.085131 loss_class_dn: 0.345977 loss_bbox_dn: 0.096754 loss_giou_dn: 0.362906 loss_class_aux_dn: 1.848479 loss_bbox_aux_dn: 0.605962 loss_giou_aux_dn: 2.072904 loss: 15.074966 eta: 34 days, 19:54:51 batch_cost: 0.8189 data_cost: 0.0017 ips: 9.7694 images/s [07/26 11:42:37] ppdet.engine INFO: Epoch: [10] [ 4600/54024] learning_rate: 0.000100 loss_class: 0.700561 loss_bbox: 0.108056 loss_giou: 0.490878 loss_class_aux: 4.324464 loss_bbox_aux: 0.705827 loss_giou_aux: 3.029274 loss_class_dn: 0.354917 loss_bbox_dn: 0.101646 loss_giou_dn: 0.381987 loss_class_aux_dn: 1.923309 loss_bbox_aux_dn: 0.624633 loss_giou_aux_dn: 2.176282 loss: 15.429577 eta: 34 days, 19:58:24 batch_cost: 1.0014 data_cost: 0.0569 ips: 7.9886 images/s [07/26 11:44:05] ppdet.engine INFO: Epoch: [10] [ 4700/54024] learning_rate: 0.000100 loss_class: 0.677287 loss_bbox: 0.105854 loss_giou: 0.523748 loss_class_aux: 4.222769 loss_bbox_aux: 0.688830 loss_giou_aux: 3.257834 loss_class_dn: 0.334010 loss_bbox_dn: 0.098619 loss_giou_dn: 0.387591 loss_class_aux_dn: 1.789829 loss_bbox_aux_dn: 0.588733 loss_giou_aux_dn: 2.154379 loss: 14.510857 eta: 34 days, 19:53:21 batch_cost: 0.8280 data_cost: 0.0009 ips: 9.6621 images/s [07/26 11:45:37] ppdet.engine INFO: Epoch: [10] [ 4800/54024] learning_rate: 0.000100 loss_class: 0.735288 loss_bbox: 0.117899 loss_giou: 0.526444 loss_class_aux: 4.528043 loss_bbox_aux: 0.773109 loss_giou_aux: 3.314325 loss_class_dn: 0.353987 loss_bbox_dn: 0.108564 loss_giou_dn: 0.396821 loss_class_aux_dn: 1.928696 loss_bbox_aux_dn: 0.664924 loss_giou_aux_dn: 2.267939 loss: 15.730339 eta: 34 days, 19:50:45 batch_cost: 0.8776 data_cost: 0.0009 ips: 9.1159 images/s [07/26 11:47:21] ppdet.engine INFO: Epoch: [10] [ 4900/54024] learning_rate: 0.000100 loss_class: 0.724601 loss_bbox: 0.114263 loss_giou: 0.456727 loss_class_aux: 4.449192 loss_bbox_aux: 0.742948 loss_giou_aux: 2.938504 loss_class_dn: 0.352232 loss_bbox_dn: 0.102015 loss_giou_dn: 0.360185 loss_class_aux_dn: 1.893905 loss_bbox_aux_dn: 0.640162 loss_giou_aux_dn: 2.109939 loss: 15.355528 eta: 34 days, 19:53:50 batch_cost: 0.9925 data_cost: 0.0009 ips: 8.0606 images/s [07/26 11:48:57] ppdet.engine INFO: Epoch: [10] [ 5000/54024] learning_rate: 0.000100 loss_class: 0.684273 loss_bbox: 0.116521 loss_giou: 0.511551 loss_class_aux: 4.338668 loss_bbox_aux: 0.761475 loss_giou_aux: 3.158108 loss_class_dn: 0.337395 loss_bbox_dn: 0.102135 loss_giou_dn: 0.367993 loss_class_aux_dn: 1.834893 loss_bbox_aux_dn: 0.640064 loss_giou_aux_dn: 2.097629 loss: 15.430936 eta: 34 days, 19:52:59 batch_cost: 0.9127 data_cost: 0.0081 ips: 8.7649 images/s [07/26 11:50:40] ppdet.engine INFO: Epoch: [10] [ 5100/54024] learning_rate: 0.000100 loss_class: 0.710699 loss_bbox: 0.114298 loss_giou: 0.500984 loss_class_aux: 4.326876 loss_bbox_aux: 0.729776 loss_giou_aux: 3.124976 loss_class_dn: 0.344576 loss_bbox_dn: 0.104258 loss_giou_dn: 0.367488 loss_class_aux_dn: 1.855980 loss_bbox_aux_dn: 0.618502 loss_giou_aux_dn: 2.153902 loss: 15.613248 eta: 34 days, 19:55:32 batch_cost: 0.9820 data_cost: 0.0009 ips: 8.1469 images/s [07/26 11:52:16] ppdet.engine INFO: Epoch: [10] [ 5200/54024] learning_rate: 0.000100 loss_class: 0.726581 loss_bbox: 0.104385 loss_giou: 0.487941 loss_class_aux: 4.433167 loss_bbox_aux: 0.704277 loss_giou_aux: 3.058117 loss_class_dn: 0.344920 loss_bbox_dn: 0.095298 loss_giou_dn: 0.361375 loss_class_aux_dn: 1.858564 loss_bbox_aux_dn: 0.587946 loss_giou_aux_dn: 2.087089 loss: 15.012249 eta: 34 days, 19:54:49 batch_cost: 0.9158 data_cost: 0.0111 ips: 8.7359 images/s [07/26 11:53:47] ppdet.engine INFO: Epoch: [10] [ 5300/54024] learning_rate: 0.000100 loss_class: 0.710556 loss_bbox: 0.112461 loss_giou: 0.507578 loss_class_aux: 4.383408 loss_bbox_aux: 0.749201 loss_giou_aux: 3.158696 loss_class_dn: 0.352847 loss_bbox_dn: 0.112345 loss_giou_dn: 0.390666 loss_class_aux_dn: 1.942691 loss_bbox_aux_dn: 0.688549 loss_giou_aux_dn: 2.263125 loss: 15.490381 eta: 34 days, 19:51:13 batch_cost: 0.8572 data_cost: 0.0243 ips: 9.3330 images/s [07/26 11:55:21] ppdet.engine INFO: Epoch: [10] [ 5400/54024] learning_rate: 0.000100 loss_class: 0.731633 loss_bbox: 0.119730 loss_giou: 0.525403 loss_class_aux: 4.528645 loss_bbox_aux: 0.769206 loss_giou_aux: 3.335028 loss_class_dn: 0.369415 loss_bbox_dn: 0.095753 loss_giou_dn: 0.397550 loss_class_aux_dn: 2.036071 loss_bbox_aux_dn: 0.600561 loss_giou_aux_dn: 2.241287 loss: 16.303323 eta: 34 days, 19:49:01 batch_cost: 0.8857 data_cost: 0.0144 ips: 9.0329 images/s [07/26 11:56:44] ppdet.engine INFO: Epoch: [10] [ 5500/54024] learning_rate: 0.000100 loss_class: 0.678397 loss_bbox: 0.108221 loss_giou: 0.504794 loss_class_aux: 4.267578 loss_bbox_aux: 0.732552 loss_giou_aux: 3.108119 loss_class_dn: 0.344492 loss_bbox_dn: 0.098671 loss_giou_dn: 0.372016 loss_class_aux_dn: 1.839030 loss_bbox_aux_dn: 0.613685 loss_giou_aux_dn: 2.128323 loss: 14.900143 eta: 34 days, 19:42:17 batch_cost: 0.7931 data_cost: 0.0009 ips: 10.0874 images/s [07/26 11:58:08] ppdet.engine INFO: Epoch: [10] [ 5600/54024] learning_rate: 0.000100 loss_class: 0.642884 loss_bbox: 0.104546 loss_giou: 0.472817 loss_class_aux: 4.025687 loss_bbox_aux: 0.685586 loss_giou_aux: 2.895000 loss_class_dn: 0.318382 loss_bbox_dn: 0.096797 loss_giou_dn: 0.349887 loss_class_aux_dn: 1.762166 loss_bbox_aux_dn: 0.608217 loss_giou_aux_dn: 2.000110 loss: 14.487937 eta: 34 days, 19:35:23 batch_cost: 0.7896 data_cost: 0.0009 ips: 10.1316 images/s [07/26 11:59:51] ppdet.engine INFO: Epoch: [10] [ 5700/54024] learning_rate: 0.000100 loss_class: 0.738785 loss_bbox: 0.107724 loss_giou: 0.525318 loss_class_aux: 4.582320 loss_bbox_aux: 0.704504 loss_giou_aux: 3.303908 loss_class_dn: 0.366614 loss_bbox_dn: 0.102721 loss_giou_dn: 0.399405 loss_class_aux_dn: 1.962080 loss_bbox_aux_dn: 0.638698 loss_giou_aux_dn: 2.278662 loss: 15.769322 eta: 34 days, 19:38:12 batch_cost: 0.9874 data_cost: 0.0397 ips: 8.1017 images/s [07/26 12:01:23] ppdet.engine INFO: Epoch: [10] [ 5800/54024] learning_rate: 0.000100 loss_class: 0.663974 loss_bbox: 0.107611 loss_giou: 0.449182 loss_class_aux: 4.158919 loss_bbox_aux: 0.718518 loss_giou_aux: 2.857852 loss_class_dn: 0.344034 loss_bbox_dn: 0.101084 loss_giou_dn: 0.343101 loss_class_aux_dn: 1.822707 loss_bbox_aux_dn: 0.641416 loss_giou_aux_dn: 1.966665 loss: 14.373269 eta: 34 days, 19:35:18 batch_cost: 0.8711 data_cost: 0.0009 ips: 9.1838 images/s [07/26 12:03:15] ppdet.engine INFO: Epoch: [10] [ 5900/54024] learning_rate: 0.000100 loss_class: 0.688037 loss_bbox: 0.108549 loss_giou: 0.508913 loss_class_aux: 4.293724 loss_bbox_aux: 0.722758 loss_giou_aux: 3.161260 loss_class_dn: 0.336421 loss_bbox_dn: 0.099244 loss_giou_dn: 0.377500 loss_class_aux_dn: 1.814422 loss_bbox_aux_dn: 0.614780 loss_giou_aux_dn: 2.122422 loss: 15.270672 eta: 34 days, 19:42:05 batch_cost: 1.0690 data_cost: 0.0010 ips: 7.4838 images/s [07/26 12:04:50] ppdet.engine INFO: Epoch: [10] [ 6000/54024] learning_rate: 0.000100 loss_class: 0.697886 loss_bbox: 0.109256 loss_giou: 0.485331 loss_class_aux: 4.300411 loss_bbox_aux: 0.720153 loss_giou_aux: 3.121374 loss_class_dn: 0.342744 loss_bbox_dn: 0.102789 loss_giou_dn: 0.373477 loss_class_aux_dn: 1.866679 loss_bbox_aux_dn: 0.620557 loss_giou_aux_dn: 2.170790 loss: 15.281245 eta: 34 days, 19:41:04 batch_cost: 0.9098 data_cost: 0.0010 ips: 8.7936 images/s [07/26 12:06:19] ppdet.engine INFO: Epoch: [10] [ 6100/54024] learning_rate: 0.000100 loss_class: 0.705258 loss_bbox: 0.112358 loss_giou: 0.498737 loss_class_aux: 4.302280 loss_bbox_aux: 0.736693 loss_giou_aux: 3.176473 loss_class_dn: 0.361589 loss_bbox_dn: 0.098297 loss_giou_dn: 0.399551 loss_class_aux_dn: 2.000228 loss_bbox_aux_dn: 0.617619 loss_giou_aux_dn: 2.279014 loss: 15.584725 eta: 34 days, 19:36:45 batch_cost: 0.8421 data_cost: 0.0009 ips: 9.4995 images/s [07/26 12:07:54] ppdet.engine INFO: Epoch: [10] [ 6200/54024] learning_rate: 0.000100 loss_class: 0.695127 loss_bbox: 0.110260 loss_giou: 0.490187 loss_class_aux: 4.279846 loss_bbox_aux: 0.727080 loss_giou_aux: 3.131927 loss_class_dn: 0.347988 loss_bbox_dn: 0.105886 loss_giou_dn: 0.388127 loss_class_aux_dn: 1.882035 loss_bbox_aux_dn: 0.680247 loss_giou_aux_dn: 2.221193 loss: 15.144527 eta: 34 days, 19:35:23 batch_cost: 0.9023 data_cost: 0.0009 ips: 8.8664 images/s [07/26 12:09:30] ppdet.engine INFO: Epoch: [10] [ 6300/54024] learning_rate: 0.000100 loss_class: 0.678995 loss_bbox: 0.110584 loss_giou: 0.505593 loss_class_aux: 4.252580 loss_bbox_aux: 0.740275 loss_giou_aux: 3.280150 loss_class_dn: 0.344174 loss_bbox_dn: 0.099204 loss_giou_dn: 0.375754 loss_class_aux_dn: 1.880985 loss_bbox_aux_dn: 0.618821 loss_giou_aux_dn: 2.169561 loss: 15.091932 eta: 34 days, 19:34:23 batch_cost: 0.9102 data_cost: 0.0009 ips: 8.7890 images/s [07/26 12:11:15] ppdet.engine INFO: Epoch: [10] [ 6400/54024] learning_rate: 0.000100 loss_class: 0.727260 loss_bbox: 0.114653 loss_giou: 0.551838 loss_class_aux: 4.420353 loss_bbox_aux: 0.746479 loss_giou_aux: 3.358289 loss_class_dn: 0.356813 loss_bbox_dn: 0.107706 loss_giou_dn: 0.403937 loss_class_aux_dn: 1.893202 loss_bbox_aux_dn: 0.647106 loss_giou_aux_dn: 2.299366 loss: 15.452985 eta: 34 days, 19:37:40 batch_cost: 0.9980 data_cost: 0.1298 ips: 8.0161 images/s [07/26 12:12:49] ppdet.engine INFO: Epoch: [10] [ 6500/54024] learning_rate: 0.000100 loss_class: 0.660839 loss_bbox: 0.104535 loss_giou: 0.473968 loss_class_aux: 4.232177 loss_bbox_aux: 0.669360 loss_giou_aux: 2.946370 loss_class_dn: 0.343170 loss_bbox_dn: 0.094762 loss_giou_dn: 0.362141 loss_class_aux_dn: 1.831001 loss_bbox_aux_dn: 0.576200 loss_giou_aux_dn: 2.095666 loss: 14.832704 eta: 34 days, 19:35:51 batch_cost: 0.8932 data_cost: 0.0009 ips: 8.9567 images/s [07/26 12:14:21] ppdet.engine INFO: Epoch: [10] [ 6600/54024] learning_rate: 0.000100 loss_class: 0.699971 loss_bbox: 0.110717 loss_giou: 0.524205 loss_class_aux: 4.344858 loss_bbox_aux: 0.724078 loss_giou_aux: 3.372221 loss_class_dn: 0.360822 loss_bbox_dn: 0.103950 loss_giou_dn: 0.394989 loss_class_aux_dn: 1.953263 loss_bbox_aux_dn: 0.651329 loss_giou_aux_dn: 2.252255 loss: 15.583373 eta: 34 days, 19:32:44 batch_cost: 0.8667 data_cost: 0.0279 ips: 9.2303 images/s [07/26 12:15:46] ppdet.engine INFO: Epoch: [10] [ 6700/54024] learning_rate: 0.000100 loss_class: 0.677693 loss_bbox: 0.112988 loss_giou: 0.562939 loss_class_aux: 4.285415 loss_bbox_aux: 0.745886 loss_giou_aux: 3.421732 loss_class_dn: 0.359742 loss_bbox_dn: 0.095584 loss_giou_dn: 0.412141 loss_class_aux_dn: 1.912820 loss_bbox_aux_dn: 0.596572 loss_giou_aux_dn: 2.356203 loss: 15.571910 eta: 34 days, 19:26:49 batch_cost: 0.8087 data_cost: 0.0009 ips: 9.8926 images/s [07/26 12:17:30] ppdet.engine INFO: Epoch: [10] [ 6800/54024] learning_rate: 0.000100 loss_class: 0.700594 loss_bbox: 0.115141 loss_giou: 0.549169 loss_class_aux: 4.438610 loss_bbox_aux: 0.723794 loss_giou_aux: 3.386284 loss_class_dn: 0.354613 loss_bbox_dn: 0.099511 loss_giou_dn: 0.397855 loss_class_aux_dn: 1.910366 loss_bbox_aux_dn: 0.627796 loss_giou_aux_dn: 2.294294 loss: 15.632454 eta: 34 days, 19:29:24 batch_cost: 0.9841 data_cost: 0.0009 ips: 8.1289 images/s [07/26 12:19:12] ppdet.engine INFO: Epoch: [10] [ 6900/54024] learning_rate: 0.000100 loss_class: 0.703389 loss_bbox: 0.113048 loss_giou: 0.503147 loss_class_aux: 4.313425 loss_bbox_aux: 0.720310 loss_giou_aux: 3.175387 loss_class_dn: 0.329749 loss_bbox_dn: 0.099927 loss_giou_dn: 0.380786 loss_class_aux_dn: 1.807138 loss_bbox_aux_dn: 0.600542 loss_giou_aux_dn: 2.191129 loss: 14.793130 eta: 34 days, 19:31:49 batch_cost: 0.9804 data_cost: 0.0009 ips: 8.1597 images/s [07/26 12:20:44] ppdet.engine INFO: Epoch: [10] [ 7000/54024] learning_rate: 0.000100 loss_class: 0.706874 loss_bbox: 0.107674 loss_giou: 0.549561 loss_class_aux: 4.439989 loss_bbox_aux: 0.722647 loss_giou_aux: 3.395253 loss_class_dn: 0.363098 loss_bbox_dn: 0.100256 loss_giou_dn: 0.395173 loss_class_aux_dn: 1.981844 loss_bbox_aux_dn: 0.601599 loss_giou_aux_dn: 2.293560 loss: 15.980413 eta: 34 days, 19:28:53 batch_cost: 0.8702 data_cost: 0.0694 ips: 9.1937 images/s [07/26 12:22:21] ppdet.engine INFO: Epoch: [10] [ 7100/54024] learning_rate: 0.000100 loss_class: 0.699333 loss_bbox: 0.106045 loss_giou: 0.523147 loss_class_aux: 4.394384 loss_bbox_aux: 0.692343 loss_giou_aux: 3.252474 loss_class_dn: 0.352869 loss_bbox_dn: 0.092989 loss_giou_dn: 0.397527 loss_class_aux_dn: 1.899171 loss_bbox_aux_dn: 0.577738 loss_giou_aux_dn: 2.255290 loss: 15.157307 eta: 34 days, 19:28:16 batch_cost: 0.9181 data_cost: 0.0069 ips: 8.7136 images/s [07/26 12:24:05] ppdet.engine INFO: Epoch: [10] [ 7200/54024] learning_rate: 0.000100 loss_class: 0.712775 loss_bbox: 0.104462 loss_giou: 0.475740 loss_class_aux: 4.417402 loss_bbox_aux: 0.700009 loss_giou_aux: 2.962550 loss_class_dn: 0.349226 loss_bbox_dn: 0.096690 loss_giou_dn: 0.365368 loss_class_aux_dn: 1.912916 loss_bbox_aux_dn: 0.606145 loss_giou_aux_dn: 2.084186 loss: 14.972057 eta: 34 days, 19:31:08 batch_cost: 0.9903 data_cost: 0.0009 ips: 8.0780 images/s [07/26 12:25:35] ppdet.engine INFO: Epoch: [10] [ 7300/54024] learning_rate: 0.000100 loss_class: 0.704797 loss_bbox: 0.110903 loss_giou: 0.505926 loss_class_aux: 4.340127 loss_bbox_aux: 0.723647 loss_giou_aux: 3.107508 loss_class_dn: 0.347287 loss_bbox_dn: 0.101079 loss_giou_dn: 0.389537 loss_class_aux_dn: 1.914076 loss_bbox_aux_dn: 0.616346 loss_giou_aux_dn: 2.221812 loss: 15.338762 eta: 34 days, 19:27:19 batch_cost: 0.8519 data_cost: 0.0009 ips: 9.3911 images/s [07/26 12:27:09] ppdet.engine INFO: Epoch: [10] [ 7400/54024] learning_rate: 0.000100 loss_class: 0.703765 loss_bbox: 0.105848 loss_giou: 0.547708 loss_class_aux: 4.394597 loss_bbox_aux: 0.709362 loss_giou_aux: 3.413767 loss_class_dn: 0.361837 loss_bbox_dn: 0.096026 loss_giou_dn: 0.409689 loss_class_aux_dn: 1.936657 loss_bbox_aux_dn: 0.576374 loss_giou_aux_dn: 2.367282 loss: 15.627963 eta: 34 days, 19:25:39 batch_cost: 0.8967 data_cost: 0.0009 ips: 8.9217 images/s [07/26 12:28:34] ppdet.engine INFO: Epoch: [10] [ 7500/54024] learning_rate: 0.000100 loss_class: 0.711794 loss_bbox: 0.108542 loss_giou: 0.489963 loss_class_aux: 4.388185 loss_bbox_aux: 0.723847 loss_giou_aux: 3.089680 loss_class_dn: 0.357091 loss_bbox_dn: 0.106869 loss_giou_dn: 0.377774 loss_class_aux_dn: 1.923796 loss_bbox_aux_dn: 0.646000 loss_giou_aux_dn: 2.162213 loss: 15.302225 eta: 34 days, 19:19:26 batch_cost: 0.8018 data_cost: 0.0036 ips: 9.9770 images/s [07/26 12:30:12] ppdet.engine INFO: Epoch: [10] [ 7600/54024] learning_rate: 0.000100 loss_class: 0.666173 loss_bbox: 0.103997 loss_giou: 0.510369 loss_class_aux: 4.103452 loss_bbox_aux: 0.696280 loss_giou_aux: 3.188887 loss_class_dn: 0.348735 loss_bbox_dn: 0.094582 loss_giou_dn: 0.371728 loss_class_aux_dn: 1.869073 loss_bbox_aux_dn: 0.587796 loss_giou_aux_dn: 2.119614 loss: 15.033642 eta: 34 days, 19:19:46 batch_cost: 0.9379 data_cost: 0.0264 ips: 8.5301 images/s [07/26 12:31:45] ppdet.engine INFO: Epoch: [10] [ 7700/54024] learning_rate: 0.000100 loss_class: 0.699400 loss_bbox: 0.111794 loss_giou: 0.485415 loss_class_aux: 4.345068 loss_bbox_aux: 0.721523 loss_giou_aux: 3.072371 loss_class_dn: 0.350549 loss_bbox_dn: 0.099733 loss_giou_dn: 0.382427 loss_class_aux_dn: 1.871041 loss_bbox_aux_dn: 0.634977 loss_giou_aux_dn: 2.162605 loss: 15.206619 eta: 34 days, 19:17:28 batch_cost: 0.8833 data_cost: 0.0009 ips: 9.0568 images/s [07/26 12:33:21] ppdet.engine INFO: Epoch: [10] [ 7800/54024] learning_rate: 0.000100 loss_class: 0.688965 loss_bbox: 0.112131 loss_giou: 0.498385 loss_class_aux: 4.344386 loss_bbox_aux: 0.741112 loss_giou_aux: 3.083511 loss_class_dn: 0.336526 loss_bbox_dn: 0.101813 loss_giou_dn: 0.377625 loss_class_aux_dn: 1.839999 loss_bbox_aux_dn: 0.636866 loss_giou_aux_dn: 2.143313 loss: 15.177083 eta: 34 days, 19:16:33 batch_cost: 0.9121 data_cost: 0.0009 ips: 8.7710 images/s [07/26 12:34:54] ppdet.engine INFO: Epoch: [10] [ 7900/54024] learning_rate: 0.000100 loss_class: 0.685793 loss_bbox: 0.116732 loss_giou: 0.498279 loss_class_aux: 4.315182 loss_bbox_aux: 0.772839 loss_giou_aux: 3.106899 loss_class_dn: 0.338154 loss_bbox_dn: 0.109674 loss_giou_dn: 0.363415 loss_class_aux_dn: 1.821217 loss_bbox_aux_dn: 0.661657 loss_giou_aux_dn: 2.075797 loss: 14.973387 eta: 34 days, 19:14:03 batch_cost: 0.8787 data_cost: 0.0010 ips: 9.1042 images/s [07/26 12:36:24] ppdet.engine INFO: Epoch: [10] [ 8000/54024] learning_rate: 0.000100 loss_class: 0.676911 loss_bbox: 0.103068 loss_giou: 0.452306 loss_class_aux: 4.155367 loss_bbox_aux: 0.692072 loss_giou_aux: 2.863607 loss_class_dn: 0.316003 loss_bbox_dn: 0.102587 loss_giou_dn: 0.358100 loss_class_aux_dn: 1.741143 loss_bbox_aux_dn: 0.638993 loss_giou_aux_dn: 2.012074 loss: 14.755510 eta: 34 days, 19:10:18 batch_cost: 0.8529 data_cost: 0.0013 ips: 9.3796 images/s [07/26 12:38:01] ppdet.engine INFO: Epoch: [10] [ 8100/54024] learning_rate: 0.000100 loss_class: 0.685531 loss_bbox: 0.109740 loss_giou: 0.521353 loss_class_aux: 4.261307 loss_bbox_aux: 0.709014 loss_giou_aux: 3.286548 loss_class_dn: 0.344611 loss_bbox_dn: 0.098187 loss_giou_dn: 0.387450 loss_class_aux_dn: 1.821422 loss_bbox_aux_dn: 0.597570 loss_giou_aux_dn: 2.212345 loss: 14.920671 eta: 34 days, 19:09:44 batch_cost: 0.9193 data_cost: 0.0009 ips: 8.7020 images/s [07/26 12:39:34] ppdet.engine INFO: Epoch: [10] [ 8200/54024] learning_rate: 0.000100 loss_class: 0.705587 loss_bbox: 0.111345 loss_giou: 0.527729 loss_class_aux: 4.362038 loss_bbox_aux: 0.724809 loss_giou_aux: 3.304852 loss_class_dn: 0.359080 loss_bbox_dn: 0.097433 loss_giou_dn: 0.400980 loss_class_aux_dn: 1.920646 loss_bbox_aux_dn: 0.628653 loss_giou_aux_dn: 2.280634 loss: 15.936950 eta: 34 days, 19:07:09 batch_cost: 0.8773 data_cost: 0.0013 ips: 9.1189 images/s [07/26 12:41:05] ppdet.engine INFO: Epoch: [10] [ 8300/54024] learning_rate: 0.000100 loss_class: 0.688985 loss_bbox: 0.108674 loss_giou: 0.431567 loss_class_aux: 4.214499 loss_bbox_aux: 0.695107 loss_giou_aux: 2.771133 loss_class_dn: 0.323751 loss_bbox_dn: 0.106156 loss_giou_dn: 0.350723 loss_class_aux_dn: 1.735206 loss_bbox_aux_dn: 0.659320 loss_giou_aux_dn: 1.983882 loss: 14.026392 eta: 34 days, 19:04:05 batch_cost: 0.8668 data_cost: 0.0018 ips: 9.2288 images/s [07/26 12:42:33] ppdet.engine INFO: Epoch: [10] [ 8400/54024] learning_rate: 0.000100 loss_class: 0.731020 loss_bbox: 0.117549 loss_giou: 0.516274 loss_class_aux: 4.527531 loss_bbox_aux: 0.769622 loss_giou_aux: 3.309158 loss_class_dn: 0.371701 loss_bbox_dn: 0.095415 loss_giou_dn: 0.397993 loss_class_aux_dn: 2.012173 loss_bbox_aux_dn: 0.611598 loss_giou_aux_dn: 2.307616 loss: 16.067735 eta: 34 days, 18:59:38 batch_cost: 0.8381 data_cost: 0.0009 ips: 9.5450 images/s [07/26 12:44:08] ppdet.engine INFO: Epoch: [10] [ 8500/54024] learning_rate: 0.000100 loss_class: 0.708535 loss_bbox: 0.109636 loss_giou: 0.535316 loss_class_aux: 4.329622 loss_bbox_aux: 0.714346 loss_giou_aux: 3.310131 loss_class_dn: 0.361617 loss_bbox_dn: 0.097007 loss_giou_dn: 0.396733 loss_class_aux_dn: 1.956329 loss_bbox_aux_dn: 0.610707 loss_giou_aux_dn: 2.323921 loss: 15.483947 eta: 34 days, 18:57:57 batch_cost: 0.8960 data_cost: 0.0009 ips: 8.9283 images/s [07/26 12:45:43] ppdet.engine INFO: Epoch: [10] [ 8600/54024] learning_rate: 0.000100 loss_class: 0.688416 loss_bbox: 0.107751 loss_giou: 0.459873 loss_class_aux: 4.238987 loss_bbox_aux: 0.719026 loss_giou_aux: 2.888596 loss_class_dn: 0.344424 loss_bbox_dn: 0.101328 loss_giou_dn: 0.359932 loss_class_aux_dn: 1.865516 loss_bbox_aux_dn: 0.646834 loss_giou_aux_dn: 2.076399 loss: 14.863084 eta: 34 days, 18:56:44 batch_cost: 0.9055 data_cost: 0.0009 ips: 8.8346 images/s [07/26 12:47:18] ppdet.engine INFO: Epoch: [10] [ 8700/54024] learning_rate: 0.000100 loss_class: 0.726696 loss_bbox: 0.111638 loss_giou: 0.477708 loss_class_aux: 4.473719 loss_bbox_aux: 0.739872 loss_giou_aux: 2.987375 loss_class_dn: 0.329602 loss_bbox_dn: 0.105220 loss_giou_dn: 0.371979 loss_class_aux_dn: 1.775226 loss_bbox_aux_dn: 0.660979 loss_giou_aux_dn: 2.116705 loss: 15.083994 eta: 34 days, 18:55:02 batch_cost: 0.8955 data_cost: 0.0009 ips: 8.9336 images/s [07/26 12:48:49] ppdet.engine INFO: Epoch: [10] [ 8800/54024] learning_rate: 0.000100 loss_class: 0.703928 loss_bbox: 0.111286 loss_giou: 0.514650 loss_class_aux: 4.287203 loss_bbox_aux: 0.744274 loss_giou_aux: 3.205124 loss_class_dn: 0.352157 loss_bbox_dn: 0.106665 loss_giou_dn: 0.386365 loss_class_aux_dn: 1.896896 loss_bbox_aux_dn: 0.680283 loss_giou_aux_dn: 2.206337 loss: 15.337312 eta: 34 days, 18:51:45 batch_cost: 0.8624 data_cost: 0.0067 ips: 9.2769 images/s [07/26 12:50:14] ppdet.engine INFO: Epoch: [10] [ 8900/54024] learning_rate: 0.000100 loss_class: 0.671384 loss_bbox: 0.109918 loss_giou: 0.498075 loss_class_aux: 4.143955 loss_bbox_aux: 0.688743 loss_giou_aux: 3.120508 loss_class_dn: 0.341931 loss_bbox_dn: 0.097463 loss_giou_dn: 0.371915 loss_class_aux_dn: 1.835244 loss_bbox_aux_dn: 0.600234 loss_giou_aux_dn: 2.115792 loss: 14.686005 eta: 34 days, 18:45:21 batch_cost: 0.7965 data_cost: 0.0010 ips: 10.0441 images/s [07/26 12:51:54] ppdet.engine INFO: Epoch: [10] [ 9000/54024] learning_rate: 0.000100 loss_class: 0.659441 loss_bbox: 0.104988 loss_giou: 0.433075 loss_class_aux: 4.130612 loss_bbox_aux: 0.671822 loss_giou_aux: 2.737196 loss_class_dn: 0.320748 loss_bbox_dn: 0.098312 loss_giou_dn: 0.346685 loss_class_aux_dn: 1.730141 loss_bbox_aux_dn: 0.639025 loss_giou_aux_dn: 1.973688 loss: 14.371484 eta: 34 days, 18:46:23 batch_cost: 0.9529 data_cost: 0.0018 ips: 8.3950 images/s [07/26 12:53:23] ppdet.engine INFO: Epoch: [10] [ 9100/54024] learning_rate: 0.000100 loss_class: 0.680271 loss_bbox: 0.105487 loss_giou: 0.461245 loss_class_aux: 4.224479 loss_bbox_aux: 0.687495 loss_giou_aux: 2.840161 loss_class_dn: 0.339614 loss_bbox_dn: 0.104370 loss_giou_dn: 0.345859 loss_class_aux_dn: 1.832042 loss_bbox_aux_dn: 0.632105 loss_giou_aux_dn: 1.990567 loss: 14.502580 eta: 34 days, 18:41:53 batch_cost: 0.8364 data_cost: 0.0009 ips: 9.5642 images/s [07/26 12:55:00] ppdet.engine INFO: Epoch: [10] [ 9200/54024] learning_rate: 0.000100 loss_class: 0.654606 loss_bbox: 0.106654 loss_giou: 0.479749 loss_class_aux: 4.123949 loss_bbox_aux: 0.703033 loss_giou_aux: 3.010646 loss_class_dn: 0.327075 loss_bbox_dn: 0.093700 loss_giou_dn: 0.368187 loss_class_aux_dn: 1.767885 loss_bbox_aux_dn: 0.569288 loss_giou_aux_dn: 2.140789 loss: 14.664474 eta: 34 days, 18:41:53 batch_cost: 0.9313 data_cost: 0.0358 ips: 8.5897 images/s [07/26 12:56:34] ppdet.engine INFO: Epoch: [10] [ 9300/54024] learning_rate: 0.000100 loss_class: 0.671712 loss_bbox: 0.101242 loss_giou: 0.460698 loss_class_aux: 4.214333 loss_bbox_aux: 0.678048 loss_giou_aux: 2.928478 loss_class_dn: 0.335862 loss_bbox_dn: 0.098707 loss_giou_dn: 0.354283 loss_class_aux_dn: 1.815753 loss_bbox_aux_dn: 0.606327 loss_giou_aux_dn: 2.014858 loss: 14.532083 eta: 34 days, 18:40:06 batch_cost: 0.8936 data_cost: 0.0009 ips: 8.9526 images/s [07/26 12:58:04] ppdet.engine INFO: Epoch: [10] [ 9400/54024] learning_rate: 0.000100 loss_class: 0.724815 loss_bbox: 0.110138 loss_giou: 0.458529 loss_class_aux: 4.543554 loss_bbox_aux: 0.700118 loss_giou_aux: 2.918625 loss_class_dn: 0.334710 loss_bbox_dn: 0.099755 loss_giou_dn: 0.363517 loss_class_aux_dn: 1.827101 loss_bbox_aux_dn: 0.620109 loss_giou_aux_dn: 2.073958 loss: 14.964282 eta: 34 days, 18:36:35 batch_cost: 0.8570 data_cost: 0.0312 ips: 9.3345 images/s [07/26 12:59:38] ppdet.engine INFO: Epoch: [10] [ 9500/54024] learning_rate: 0.000100 loss_class: 0.700327 loss_bbox: 0.106739 loss_giou: 0.510441 loss_class_aux: 4.337149 loss_bbox_aux: 0.674220 loss_giou_aux: 3.155832 loss_class_dn: 0.348115 loss_bbox_dn: 0.099655 loss_giou_dn: 0.373140 loss_class_aux_dn: 1.893615 loss_bbox_aux_dn: 0.613310 loss_giou_aux_dn: 2.129821 loss: 15.033659 eta: 34 days, 18:34:52 batch_cost: 0.8949 data_cost: 0.0009 ips: 8.9392 images/s [07/26 13:01:01] ppdet.engine INFO: Epoch: [10] [ 9600/54024] learning_rate: 0.000100 loss_class: 0.684395 loss_bbox: 0.110370 loss_giou: 0.518337 loss_class_aux: 4.300594 loss_bbox_aux: 0.725534 loss_giou_aux: 3.234775 loss_class_dn: 0.336350 loss_bbox_dn: 0.106877 loss_giou_dn: 0.383854 loss_class_aux_dn: 1.840030 loss_bbox_aux_dn: 0.657740 loss_giou_aux_dn: 2.159112 loss: 14.968428 eta: 34 days, 18:27:51 batch_cost: 0.7828 data_cost: 0.0009 ips: 10.2204 images/s [07/26 13:02:28] ppdet.engine INFO: Epoch: [10] [ 9700/54024] learning_rate: 0.000100 loss_class: 0.759182 loss_bbox: 0.123561 loss_giou: 0.539812 loss_class_aux: 4.708864 loss_bbox_aux: 0.791462 loss_giou_aux: 3.391394 loss_class_dn: 0.377508 loss_bbox_dn: 0.108509 loss_giou_dn: 0.411054 loss_class_aux_dn: 2.048334 loss_bbox_aux_dn: 0.656857 loss_giou_aux_dn: 2.349660 loss: 16.194004 eta: 34 days, 18:22:22 batch_cost: 0.8153 data_cost: 0.0009 ips: 9.8120 images/s [07/26 13:03:57] ppdet.engine INFO: Epoch: [10] [ 9800/54024] learning_rate: 0.000100 loss_class: 0.664909 loss_bbox: 0.108965 loss_giou: 0.449406 loss_class_aux: 4.227902 loss_bbox_aux: 0.705206 loss_giou_aux: 2.849802 loss_class_dn: 0.336695 loss_bbox_dn: 0.106811 loss_giou_dn: 0.349824 loss_class_aux_dn: 1.814025 loss_bbox_aux_dn: 0.663198 loss_giou_aux_dn: 2.026710 loss: 14.483979 eta: 34 days, 18:18:24 batch_cost: 0.8469 data_cost: 0.0009 ips: 9.4458 images/s [07/26 13:05:26] ppdet.engine INFO: Epoch: [10] [ 9900/54024] learning_rate: 0.000100 loss_class: 0.698156 loss_bbox: 0.105178 loss_giou: 0.485081 loss_class_aux: 4.376353 loss_bbox_aux: 0.702646 loss_giou_aux: 3.105015 loss_class_dn: 0.350834 loss_bbox_dn: 0.095144 loss_giou_dn: 0.384313 loss_class_aux_dn: 1.880322 loss_bbox_aux_dn: 0.595766 loss_giou_aux_dn: 2.191061 loss: 15.391593 eta: 34 days, 18:13:42 batch_cost: 0.8318 data_cost: 0.0009 ips: 9.6181 images/s [07/26 13:07:10] ppdet.engine INFO: Epoch: [10] [10000/54024] learning_rate: 0.000100 loss_class: 0.717936 loss_bbox: 0.119227 loss_giou: 0.505524 loss_class_aux: 4.466972 loss_bbox_aux: 0.763649 loss_giou_aux: 3.174756 loss_class_dn: 0.358545 loss_bbox_dn: 0.112688 loss_giou_dn: 0.384177 loss_class_aux_dn: 1.935219 loss_bbox_aux_dn: 0.709572 loss_giou_aux_dn: 2.215013 loss: 15.741633 eta: 34 days, 18:16:52 batch_cost: 0.9982 data_cost: 0.0009 ips: 8.0146 images/s [07/26 13:08:43] ppdet.engine INFO: Epoch: [10] [10100/54024] learning_rate: 0.000100 loss_class: 0.691554 loss_bbox: 0.106858 loss_giou: 0.500770 loss_class_aux: 4.227636 loss_bbox_aux: 0.696828 loss_giou_aux: 3.121749 loss_class_dn: 0.345618 loss_bbox_dn: 0.104388 loss_giou_dn: 0.377340 loss_class_aux_dn: 1.828204 loss_bbox_aux_dn: 0.633371 loss_giou_aux_dn: 2.134757 loss: 15.024449 eta: 34 days, 18:14:09 batch_cost: 0.8736 data_cost: 0.0010 ips: 9.1579 images/s [07/26 13:10:13] ppdet.engine INFO: Epoch: [10] [10200/54024] learning_rate: 0.000100 loss_class: 0.703029 loss_bbox: 0.118394 loss_giou: 0.490526 loss_class_aux: 4.361707 loss_bbox_aux: 0.744461 loss_giou_aux: 3.102948 loss_class_dn: 0.344687 loss_bbox_dn: 0.105479 loss_giou_dn: 0.375018 loss_class_aux_dn: 1.859010 loss_bbox_aux_dn: 0.646365 loss_giou_aux_dn: 2.114619 loss: 15.088053 eta: 34 days, 18:10:53 batch_cost: 0.8615 data_cost: 0.0010 ips: 9.2860 images/s [07/26 13:11:47] ppdet.engine INFO: Epoch: [10] [10300/54024] learning_rate: 0.000100 loss_class: 0.700724 loss_bbox: 0.120139 loss_giou: 0.478271 loss_class_aux: 4.241322 loss_bbox_aux: 0.748620 loss_giou_aux: 2.979943 loss_class_dn: 0.348188 loss_bbox_dn: 0.104899 loss_giou_dn: 0.374001 loss_class_aux_dn: 1.903416 loss_bbox_aux_dn: 0.647151 loss_giou_aux_dn: 2.103805 loss: 14.858517 eta: 34 days, 18:08:42 batch_cost: 0.8848 data_cost: 0.0084 ips: 9.0415 images/s [07/26 13:13:20] ppdet.engine INFO: Epoch: [10] [10400/54024] learning_rate: 0.000100 loss_class: 0.708979 loss_bbox: 0.106909 loss_giou: 0.465581 loss_class_aux: 4.338259 loss_bbox_aux: 0.696775 loss_giou_aux: 3.005111 loss_class_dn: 0.335689 loss_bbox_dn: 0.100281 loss_giou_dn: 0.358223 loss_class_aux_dn: 1.843126 loss_bbox_aux_dn: 0.647335 loss_giou_aux_dn: 2.037046 loss: 14.586131 eta: 34 days, 18:06:29 batch_cost: 0.8842 data_cost: 0.0009 ips: 9.0478 images/s [07/26 13:14:46] ppdet.engine INFO: Epoch: [10] [10500/54024] learning_rate: 0.000100 loss_class: 0.719569 loss_bbox: 0.112956 loss_giou: 0.502535 loss_class_aux: 4.517190 loss_bbox_aux: 0.752058 loss_giou_aux: 3.167652 loss_class_dn: 0.345030 loss_bbox_dn: 0.102372 loss_giou_dn: 0.379021 loss_class_aux_dn: 1.844906 loss_bbox_aux_dn: 0.659306 loss_giou_aux_dn: 2.162414 loss: 15.338450 eta: 34 days, 18:00:50 batch_cost: 0.8109 data_cost: 0.0016 ips: 9.8658 images/s [07/26 13:16:32] ppdet.engine INFO: Epoch: [10] [10600/54024] learning_rate: 0.000100 loss_class: 0.698538 loss_bbox: 0.115091 loss_giou: 0.504479 loss_class_aux: 4.335073 loss_bbox_aux: 0.741453 loss_giou_aux: 3.127315 loss_class_dn: 0.351707 loss_bbox_dn: 0.095400 loss_giou_dn: 0.390118 loss_class_aux_dn: 1.892399 loss_bbox_aux_dn: 0.583081 loss_giou_aux_dn: 2.209563 loss: 15.273819 eta: 34 days, 18:04:53 batch_cost: 1.0173 data_cost: 0.0043 ips: 7.8637 images/s [07/26 13:18:03] ppdet.engine INFO: Epoch: [10] [10700/54024] learning_rate: 0.000100 loss_class: 0.690970 loss_bbox: 0.104879 loss_giou: 0.478169 loss_class_aux: 4.240821 loss_bbox_aux: 0.693693 loss_giou_aux: 2.966228 loss_class_dn: 0.330977 loss_bbox_dn: 0.104525 loss_giou_dn: 0.350540 loss_class_aux_dn: 1.802257 loss_bbox_aux_dn: 0.652567 loss_giou_aux_dn: 1.999622 loss: 14.544290 eta: 34 days, 18:01:18 batch_cost: 0.8550 data_cost: 0.0009 ips: 9.3567 images/s [07/26 13:19:29] ppdet.engine INFO: Epoch: [10] [10800/54024] learning_rate: 0.000100 loss_class: 0.666249 loss_bbox: 0.103350 loss_giou: 0.456483 loss_class_aux: 4.163099 loss_bbox_aux: 0.671462 loss_giou_aux: 2.856348 loss_class_dn: 0.327415 loss_bbox_dn: 0.101289 loss_giou_dn: 0.340533 loss_class_aux_dn: 1.768321 loss_bbox_aux_dn: 0.602442 loss_giou_aux_dn: 1.977341 loss: 13.970298 eta: 34 days, 17:55:35 batch_cost: 0.8089 data_cost: 0.0009 ips: 9.8898 images/s [07/26 13:21:04] ppdet.engine INFO: Epoch: [10] [10900/54024] learning_rate: 0.000100 loss_class: 0.711979 loss_bbox: 0.114816 loss_giou: 0.499675 loss_class_aux: 4.384132 loss_bbox_aux: 0.748904 loss_giou_aux: 3.139927 loss_class_dn: 0.350452 loss_bbox_dn: 0.113311 loss_giou_dn: 0.372319 loss_class_aux_dn: 1.871181 loss_bbox_aux_dn: 0.729801 loss_giou_aux_dn: 2.138793 loss: 15.147727 eta: 34 days, 17:54:25 batch_cost: 0.9063 data_cost: 0.0316 ips: 8.8266 images/s [07/26 13:22:31] ppdet.engine INFO: Epoch: [10] [11000/54024] learning_rate: 0.000100 loss_class: 0.697004 loss_bbox: 0.107170 loss_giou: 0.465870 loss_class_aux: 4.377912 loss_bbox_aux: 0.714039 loss_giou_aux: 2.953144 loss_class_dn: 0.345964 loss_bbox_dn: 0.103919 loss_giou_dn: 0.379761 loss_class_aux_dn: 1.868745 loss_bbox_aux_dn: 0.646451 loss_giou_aux_dn: 2.166687 loss: 15.324356 eta: 34 days, 17:49:29 batch_cost: 0.8258 data_cost: 0.0009 ips: 9.6871 images/s [07/26 13:24:15] ppdet.engine INFO: Epoch: [10] [11100/54024] learning_rate: 0.000100 loss_class: 0.673892 loss_bbox: 0.107109 loss_giou: 0.456644 loss_class_aux: 4.248563 loss_bbox_aux: 0.711666 loss_giou_aux: 2.883569 loss_class_dn: 0.328931 loss_bbox_dn: 0.095905 loss_giou_dn: 0.349447 loss_class_aux_dn: 1.766590 loss_bbox_aux_dn: 0.616558 loss_giou_aux_dn: 2.011810 loss: 14.380934 eta: 34 days, 17:52:41 batch_cost: 0.9997 data_cost: 0.0009 ips: 8.0022 images/s [07/26 13:25:49] ppdet.engine INFO: Epoch: [10] [11200/54024] learning_rate: 0.000100 loss_class: 0.712103 loss_bbox: 0.113410 loss_giou: 0.521480 loss_class_aux: 4.478294 loss_bbox_aux: 0.738903 loss_giou_aux: 3.211140 loss_class_dn: 0.364188 loss_bbox_dn: 0.109025 loss_giou_dn: 0.386795 loss_class_aux_dn: 1.942362 loss_bbox_aux_dn: 0.677911 loss_giou_aux_dn: 2.265414 loss: 15.658200 eta: 34 days, 17:50:25 batch_cost: 0.8827 data_cost: 0.0009 ips: 9.0630 images/s [07/26 13:27:21] ppdet.engine INFO: Epoch: [10] [11300/54024] learning_rate: 0.000100 loss_class: 0.702464 loss_bbox: 0.115137 loss_giou: 0.525519 loss_class_aux: 4.384339 loss_bbox_aux: 0.768349 loss_giou_aux: 3.330207 loss_class_dn: 0.361089 loss_bbox_dn: 0.096794 loss_giou_dn: 0.393595 loss_class_aux_dn: 1.934833 loss_bbox_aux_dn: 0.595727 loss_giou_aux_dn: 2.247113 loss: 15.570215 eta: 34 days, 17:48:16 batch_cost: 0.8852 data_cost: 0.0079 ips: 9.0379 images/s [07/26 13:29:14] ppdet.engine INFO: Epoch: [10] [11400/54024] learning_rate: 0.000100 loss_class: 0.649013 loss_bbox: 0.104509 loss_giou: 0.453798 loss_class_aux: 4.055470 loss_bbox_aux: 0.685691 loss_giou_aux: 2.817917 loss_class_dn: 0.336410 loss_bbox_dn: 0.101150 loss_giou_dn: 0.348911 loss_class_aux_dn: 1.813920 loss_bbox_aux_dn: 0.624383 loss_giou_aux_dn: 1.973646 loss: 14.337320 eta: 34 days, 17:55:06 batch_cost: 1.0783 data_cost: 0.0646 ips: 7.4190 images/s [07/26 13:30:56] ppdet.engine INFO: Epoch: [10] [11500/54024] learning_rate: 0.000100 loss_class: 0.705846 loss_bbox: 0.107642 loss_giou: 0.456212 loss_class_aux: 4.409545 loss_bbox_aux: 0.717505 loss_giou_aux: 2.871653 loss_class_dn: 0.339509 loss_bbox_dn: 0.115718 loss_giou_dn: 0.362231 loss_class_aux_dn: 1.840430 loss_bbox_aux_dn: 0.706841 loss_giou_aux_dn: 2.066944 loss: 14.949042 eta: 34 days, 17:57:01 batch_cost: 0.9727 data_cost: 0.0010 ips: 8.2241 images/s [07/26 13:32:23] ppdet.engine INFO: Epoch: [10] [11600/54024] learning_rate: 0.000100 loss_class: 0.716762 loss_bbox: 0.121264 loss_giou: 0.538026 loss_class_aux: 4.371815 loss_bbox_aux: 0.775506 loss_giou_aux: 3.371962 loss_class_dn: 0.373039 loss_bbox_dn: 0.105976 loss_giou_dn: 0.402858 loss_class_aux_dn: 1.992846 loss_bbox_aux_dn: 0.640308 loss_giou_aux_dn: 2.281704 loss: 16.317361 eta: 34 days, 17:52:15 batch_cost: 0.8289 data_cost: 0.0010 ips: 9.6514 images/s [07/26 13:33:54] ppdet.engine INFO: Epoch: [10] [11700/54024] learning_rate: 0.000100 loss_class: 0.683712 loss_bbox: 0.110828 loss_giou: 0.479382 loss_class_aux: 4.301880 loss_bbox_aux: 0.719687 loss_giou_aux: 3.045628 loss_class_dn: 0.354429 loss_bbox_dn: 0.106901 loss_giou_dn: 0.386216 loss_class_aux_dn: 1.898675 loss_bbox_aux_dn: 0.650266 loss_giou_aux_dn: 2.220233 loss: 14.996911 eta: 34 days, 17:48:52 batch_cost: 0.8588 data_cost: 0.0010 ips: 9.3150 images/s [07/26 13:35:22] ppdet.engine INFO: Epoch: [10] [11800/54024] learning_rate: 0.000100 loss_class: 0.690875 loss_bbox: 0.110767 loss_giou: 0.458510 loss_class_aux: 4.289213 loss_bbox_aux: 0.724507 loss_giou_aux: 2.865692 loss_class_dn: 0.353800 loss_bbox_dn: 0.105924 loss_giou_dn: 0.373542 loss_class_aux_dn: 1.908010 loss_bbox_aux_dn: 0.653643 loss_giou_aux_dn: 2.138525 loss: 14.817708 eta: 34 days, 17:44:27 batch_cost: 0.8367 data_cost: 0.0287 ips: 9.5617 images/s [07/26 13:37:11] ppdet.engine INFO: Epoch: [10] [11900/54024] learning_rate: 0.000100 loss_class: 0.710467 loss_bbox: 0.100040 loss_giou: 0.450654 loss_class_aux: 4.358647 loss_bbox_aux: 0.653209 loss_giou_aux: 2.882503 loss_class_dn: 0.333445 loss_bbox_dn: 0.099055 loss_giou_dn: 0.358083 loss_class_aux_dn: 1.812642 loss_bbox_aux_dn: 0.598591 loss_giou_aux_dn: 2.083969 loss: 14.173849 eta: 34 days, 17:49:50 batch_cost: 1.0477 data_cost: 0.0010 ips: 7.6358 images/s [07/26 13:38:39] ppdet.engine INFO: Epoch: [10] [12000/54024] learning_rate: 0.000100 loss_class: 0.697890 loss_bbox: 0.106455 loss_giou: 0.444347 loss_class_aux: 4.339818 loss_bbox_aux: 0.714021 loss_giou_aux: 2.775209 loss_class_dn: 0.333859 loss_bbox_dn: 0.107965 loss_giou_dn: 0.350296 loss_class_aux_dn: 1.816462 loss_bbox_aux_dn: 0.677313 loss_giou_aux_dn: 1.993071 loss: 14.303085 eta: 34 days, 17:45:08 batch_cost: 0.8301 data_cost: 0.0010 ips: 9.6371 images/s [07/26 13:40:04] ppdet.engine INFO: Epoch: [10] [12100/54024] learning_rate: 0.000100 loss_class: 0.706687 loss_bbox: 0.112385 loss_giou: 0.526507 loss_class_aux: 4.369134 loss_bbox_aux: 0.718145 loss_giou_aux: 3.311741 loss_class_dn: 0.368187 loss_bbox_dn: 0.105213 loss_giou_dn: 0.405438 loss_class_aux_dn: 1.979122 loss_bbox_aux_dn: 0.637205 loss_giou_aux_dn: 2.290877 loss: 15.779454 eta: 34 days, 17:39:04 batch_cost: 0.8008 data_cost: 0.0010 ips: 9.9899 images/s [07/26 13:41:28] ppdet.engine INFO: Epoch: [10] [12200/54024] learning_rate: 0.000100 loss_class: 0.715968 loss_bbox: 0.118788 loss_giou: 0.512152 loss_class_aux: 4.449467 loss_bbox_aux: 0.781377 loss_giou_aux: 3.221637 loss_class_dn: 0.359816 loss_bbox_dn: 0.105386 loss_giou_dn: 0.377958 loss_class_aux_dn: 1.967405 loss_bbox_aux_dn: 0.646259 loss_giou_aux_dn: 2.153567 loss: 15.768525 eta: 34 days, 17:32:59 batch_cost: 0.8000 data_cost: 0.0014 ips: 10.0003 images/s [07/26 13:43:04] ppdet.engine INFO: Epoch: [10] [12300/54024] learning_rate: 0.000100 loss_class: 0.733111 loss_bbox: 0.119905 loss_giou: 0.512348 loss_class_aux: 4.566707 loss_bbox_aux: 0.786681 loss_giou_aux: 3.204201 loss_class_dn: 0.350816 loss_bbox_dn: 0.110051 loss_giou_dn: 0.379083 loss_class_aux_dn: 1.900944 loss_bbox_aux_dn: 0.671876 loss_giou_aux_dn: 2.150083 loss: 15.718596 eta: 34 days, 17:32:02 batch_cost: 0.9112 data_cost: 0.0266 ips: 8.7794 images/s [07/26 13:44:29] ppdet.engine INFO: Epoch: [10] [12400/54024] learning_rate: 0.000100 loss_class: 0.724197 loss_bbox: 0.110048 loss_giou: 0.552860 loss_class_aux: 4.495107 loss_bbox_aux: 0.743039 loss_giou_aux: 3.412037 loss_class_dn: 0.369690 loss_bbox_dn: 0.103867 loss_giou_dn: 0.407164 loss_class_aux_dn: 1.952493 loss_bbox_aux_dn: 0.639177 loss_giou_aux_dn: 2.306938 loss: 16.094928 eta: 34 days, 17:26:23 batch_cost: 0.8092 data_cost: 0.0010 ips: 9.8860 images/s [07/26 13:45:52] ppdet.engine INFO: Epoch: [10] [12500/54024] learning_rate: 0.000100 loss_class: 0.679252 loss_bbox: 0.115739 loss_giou: 0.496171 loss_class_aux: 4.196032 loss_bbox_aux: 0.779331 loss_giou_aux: 3.122349 loss_class_dn: 0.343112 loss_bbox_dn: 0.104584 loss_giou_dn: 0.390328 loss_class_aux_dn: 1.869213 loss_bbox_aux_dn: 0.624145 loss_giou_aux_dn: 2.202713 loss: 15.104704 eta: 34 days, 17:19:21 batch_cost: 0.7790 data_cost: 0.0010 ips: 10.2690 images/s [07/26 13:47:38] ppdet.engine INFO: Epoch: [10] [12600/54024] learning_rate: 0.000100 loss_class: 0.694729 loss_bbox: 0.111506 loss_giou: 0.498285 loss_class_aux: 4.357803 loss_bbox_aux: 0.734387 loss_giou_aux: 3.096190 loss_class_dn: 0.355594 loss_bbox_dn: 0.106434 loss_giou_dn: 0.390107 loss_class_aux_dn: 1.955000 loss_bbox_aux_dn: 0.658113 loss_giou_aux_dn: 2.229459 loss: 15.567250 eta: 34 days, 17:23:11 batch_cost: 1.0147 data_cost: 0.0080 ips: 7.8843 images/s [07/26 13:49:11] ppdet.engine INFO: Epoch: [10] [12700/54024] learning_rate: 0.000100 loss_class: 0.703417 loss_bbox: 0.111803 loss_giou: 0.492258 loss_class_aux: 4.396564 loss_bbox_aux: 0.759567 loss_giou_aux: 3.111192 loss_class_dn: 0.355650 loss_bbox_dn: 0.113982 loss_giou_dn: 0.385155 loss_class_aux_dn: 1.899599 loss_bbox_aux_dn: 0.697971 loss_giou_aux_dn: 2.212213 loss: 15.583301 eta: 34 days, 17:20:35 batch_cost: 0.8751 data_cost: 0.0009 ips: 9.1417 images/s [07/26 13:50:38] ppdet.engine INFO: Epoch: [10] [12800/54024] learning_rate: 0.000100 loss_class: 0.750163 loss_bbox: 0.115763 loss_giou: 0.527178 loss_class_aux: 4.592460 loss_bbox_aux: 0.774925 loss_giou_aux: 3.308521 loss_class_dn: 0.360434 loss_bbox_dn: 0.105053 loss_giou_dn: 0.406570 loss_class_aux_dn: 1.928734 loss_bbox_aux_dn: 0.670728 loss_giou_aux_dn: 2.314245 loss: 15.665868 eta: 34 days, 17:15:49 batch_cost: 0.8282 data_cost: 0.0653 ips: 9.6593 images/s [07/26 13:52:06] ppdet.engine INFO: Epoch: [10] [12900/54024] learning_rate: 0.000100 loss_class: 0.686743 loss_bbox: 0.108973 loss_giou: 0.488330 loss_class_aux: 4.253763 loss_bbox_aux: 0.726173 loss_giou_aux: 3.032151 loss_class_dn: 0.341139 loss_bbox_dn: 0.099318 loss_giou_dn: 0.374564 loss_class_aux_dn: 1.863624 loss_bbox_aux_dn: 0.611740 loss_giou_aux_dn: 2.143570 loss: 14.955801 eta: 34 days, 17:11:03 batch_cost: 0.8277 data_cost: 0.0010 ips: 9.6653 images/s [07/26 13:53:39] ppdet.engine INFO: Epoch: [10] [13000/54024] learning_rate: 0.000100 loss_class: 0.693689 loss_bbox: 0.113192 loss_giou: 0.505139 loss_class_aux: 4.295372 loss_bbox_aux: 0.740692 loss_giou_aux: 3.131463 loss_class_dn: 0.340723 loss_bbox_dn: 0.099588 loss_giou_dn: 0.375875 loss_class_aux_dn: 1.827074 loss_bbox_aux_dn: 0.639691 loss_giou_aux_dn: 2.099523 loss: 15.258350 eta: 34 days, 17:08:55 batch_cost: 0.8853 data_cost: 0.0010 ips: 9.0370 images/s [07/26 13:55:12] ppdet.engine INFO: Epoch: [10] [13100/54024] learning_rate: 0.000100 loss_class: 0.692557 loss_bbox: 0.114521 loss_giou: 0.504665 loss_class_aux: 4.392972 loss_bbox_aux: 0.764199 loss_giou_aux: 3.229176 loss_class_dn: 0.357365 loss_bbox_dn: 0.103065 loss_giou_dn: 0.394887 loss_class_aux_dn: 1.975395 loss_bbox_aux_dn: 0.624989 loss_giou_aux_dn: 2.297086 loss: 15.794012 eta: 34 days, 17:06:48 batch_cost: 0.8855 data_cost: 0.0010 ips: 9.0348 images/s [07/26 13:56:44] ppdet.engine INFO: Epoch: [10] [13200/54024] learning_rate: 0.000100 loss_class: 0.677990 loss_bbox: 0.111340 loss_giou: 0.467838 loss_class_aux: 4.244256 loss_bbox_aux: 0.730025 loss_giou_aux: 2.962827 loss_class_dn: 0.353247 loss_bbox_dn: 0.101603 loss_giou_dn: 0.370835 loss_class_aux_dn: 1.880694 loss_bbox_aux_dn: 0.617558 loss_giou_aux_dn: 2.113351 loss: 15.347988 eta: 34 days, 17:04:03 batch_cost: 0.8718 data_cost: 0.0009 ips: 9.1763 images/s [07/26 13:58:11] ppdet.engine INFO: Epoch: [10] [13300/54024] learning_rate: 0.000100 loss_class: 0.703071 loss_bbox: 0.115369 loss_giou: 0.483164 loss_class_aux: 4.328773 loss_bbox_aux: 0.758998 loss_giou_aux: 3.012836 loss_class_dn: 0.343158 loss_bbox_dn: 0.111278 loss_giou_dn: 0.358222 loss_class_aux_dn: 1.840105 loss_bbox_aux_dn: 0.683484 loss_giou_aux_dn: 2.087503 loss: 14.978615 eta: 34 days, 16:59:04 batch_cost: 0.8227 data_cost: 0.0010 ips: 9.7235 images/s [07/26 13:59:36] ppdet.engine INFO: Epoch: [10] [13400/54024] learning_rate: 0.000100 loss_class: 0.705977 loss_bbox: 0.110158 loss_giou: 0.504879 loss_class_aux: 4.407684 loss_bbox_aux: 0.718962 loss_giou_aux: 3.176369 loss_class_dn: 0.353222 loss_bbox_dn: 0.101420 loss_giou_dn: 0.389761 loss_class_aux_dn: 1.917518 loss_bbox_aux_dn: 0.614324 loss_giou_aux_dn: 2.209788 loss: 15.337314 eta: 34 days, 16:53:03 batch_cost: 0.8003 data_cost: 0.0015 ips: 9.9967 images/s [07/26 14:01:05] ppdet.engine INFO: Epoch: [10] [13500/54024] learning_rate: 0.000100 loss_class: 0.753460 loss_bbox: 0.116567 loss_giou: 0.507420 loss_class_aux: 4.722483 loss_bbox_aux: 0.766942 loss_giou_aux: 3.205203 loss_class_dn: 0.381550 loss_bbox_dn: 0.109588 loss_giou_dn: 0.396959 loss_class_aux_dn: 2.043631 loss_bbox_aux_dn: 0.664360 loss_giou_aux_dn: 2.257186 loss: 16.441504 eta: 34 days, 16:48:48 batch_cost: 0.8384 data_cost: 0.0009 ips: 9.5419 images/s [07/26 14:02:38] ppdet.engine INFO: Epoch: [10] [13600/54024] learning_rate: 0.000100 loss_class: 0.668425 loss_bbox: 0.104649 loss_giou: 0.502070 loss_class_aux: 4.212610 loss_bbox_aux: 0.677643 loss_giou_aux: 3.168277 loss_class_dn: 0.336254 loss_bbox_dn: 0.094876 loss_giou_dn: 0.365667 loss_class_aux_dn: 1.809484 loss_bbox_aux_dn: 0.595293 loss_giou_aux_dn: 2.127544 loss: 14.649023 eta: 34 days, 16:46:22 batch_cost: 0.8783 data_cost: 0.0009 ips: 9.1083 images/s [07/26 14:04:11] ppdet.engine INFO: Epoch: [10] [13700/54024] learning_rate: 0.000100 loss_class: 0.698376 loss_bbox: 0.114372 loss_giou: 0.483521 loss_class_aux: 4.305948 loss_bbox_aux: 0.739094 loss_giou_aux: 3.008756 loss_class_dn: 0.345704 loss_bbox_dn: 0.099838 loss_giou_dn: 0.369444 loss_class_aux_dn: 1.855990 loss_bbox_aux_dn: 0.618039 loss_giou_aux_dn: 2.096769 loss: 14.864772 eta: 34 days, 16:44:17 batch_cost: 0.8857 data_cost: 0.0020 ips: 9.0320 images/s [07/26 14:05:44] ppdet.engine INFO: Epoch: [10] [13800/54024] learning_rate: 0.000100 loss_class: 0.694198 loss_bbox: 0.111553 loss_giou: 0.473954 loss_class_aux: 4.271300 loss_bbox_aux: 0.718050 loss_giou_aux: 3.009204 loss_class_dn: 0.332908 loss_bbox_dn: 0.102968 loss_giou_dn: 0.370039 loss_class_aux_dn: 1.803985 loss_bbox_aux_dn: 0.636448 loss_giou_aux_dn: 2.117419 loss: 14.938853 eta: 34 days, 16:41:51 batch_cost: 0.8782 data_cost: 0.0009 ips: 9.1094 images/s [07/26 14:07:19] ppdet.engine INFO: Epoch: [10] [13900/54024] learning_rate: 0.000100 loss_class: 0.675088 loss_bbox: 0.108106 loss_giou: 0.480351 loss_class_aux: 4.215503 loss_bbox_aux: 0.712043 loss_giou_aux: 2.983816 loss_class_dn: 0.339966 loss_bbox_dn: 0.103335 loss_giou_dn: 0.369186 loss_class_aux_dn: 1.818589 loss_bbox_aux_dn: 0.619903 loss_giou_aux_dn: 2.112453 loss: 14.618644 eta: 34 days, 16:40:53 batch_cost: 0.9106 data_cost: 0.0107 ips: 8.7850 images/s [07/26 14:08:55] ppdet.engine INFO: Epoch: [10] [14000/54024] learning_rate: 0.000100 loss_class: 0.723378 loss_bbox: 0.113841 loss_giou: 0.528522 loss_class_aux: 4.532694 loss_bbox_aux: 0.734383 loss_giou_aux: 3.299287 loss_class_dn: 0.356485 loss_bbox_dn: 0.109574 loss_giou_dn: 0.395272 loss_class_aux_dn: 1.910325 loss_bbox_aux_dn: 0.662272 loss_giou_aux_dn: 2.268645 loss: 15.851693 eta: 34 days, 16:39:56 batch_cost: 0.9106 data_cost: 0.0009 ips: 8.7857 images/s [07/26 14:10:27] ppdet.engine INFO: Epoch: [10] [14100/54024] learning_rate: 0.000100 loss_class: 0.714400 loss_bbox: 0.118944 loss_giou: 0.514246 loss_class_aux: 4.536986 loss_bbox_aux: 0.779699 loss_giou_aux: 3.270808 loss_class_dn: 0.348212 loss_bbox_dn: 0.113063 loss_giou_dn: 0.406877 loss_class_aux_dn: 1.943457 loss_bbox_aux_dn: 0.690133 loss_giou_aux_dn: 2.309764 loss: 15.655429 eta: 34 days, 16:36:54 batch_cost: 0.8651 data_cost: 0.0010 ips: 9.2477 images/s [07/26 14:12:01] ppdet.engine INFO: Epoch: [10] [14200/54024] learning_rate: 0.000100 loss_class: 0.707266 loss_bbox: 0.101518 loss_giou: 0.532989 loss_class_aux: 4.428011 loss_bbox_aux: 0.672999 loss_giou_aux: 3.332337 loss_class_dn: 0.348629 loss_bbox_dn: 0.096084 loss_giou_dn: 0.401200 loss_class_aux_dn: 1.850848 loss_bbox_aux_dn: 0.588054 loss_giou_aux_dn: 2.245784 loss: 15.024091 eta: 34 days, 16:34:49 batch_cost: 0.8858 data_cost: 0.0141 ips: 9.0317 images/s [07/26 14:13:34] ppdet.engine INFO: Epoch: [10] [14300/54024] learning_rate: 0.000100 loss_class: 0.707568 loss_bbox: 0.110190 loss_giou: 0.482627 loss_class_aux: 4.349610 loss_bbox_aux: 0.715166 loss_giou_aux: 3.050601 loss_class_dn: 0.348644 loss_bbox_dn: 0.098292 loss_giou_dn: 0.375927 loss_class_aux_dn: 1.883101 loss_bbox_aux_dn: 0.620015 loss_giou_aux_dn: 2.119161 loss: 15.162532 eta: 34 days, 16:32:47 batch_cost: 0.8867 data_cost: 0.0108 ips: 9.0224 images/s [07/26 14:15:04] ppdet.engine INFO: Epoch: [10] [14400/54024] learning_rate: 0.000100 loss_class: 0.746361 loss_bbox: 0.120054 loss_giou: 0.533464 loss_class_aux: 4.589547 loss_bbox_aux: 0.787945 loss_giou_aux: 3.354746 loss_class_dn: 0.380203 loss_bbox_dn: 0.115528 loss_giou_dn: 0.401904 loss_class_aux_dn: 2.066788 loss_bbox_aux_dn: 0.720351 loss_giou_aux_dn: 2.323987 loss: 16.468775 eta: 34 days, 16:29:19 batch_cost: 0.8552 data_cost: 0.0010 ips: 9.3547 images/s [07/26 14:16:29] ppdet.engine INFO: Epoch: [10] [14500/54024] learning_rate: 0.000100 loss_class: 0.753477 loss_bbox: 0.119491 loss_giou: 0.542831 loss_class_aux: 4.686588 loss_bbox_aux: 0.762067 loss_giou_aux: 3.384816 loss_class_dn: 0.374799 loss_bbox_dn: 0.113370 loss_giou_dn: 0.403999 loss_class_aux_dn: 2.017975 loss_bbox_aux_dn: 0.675505 loss_giou_aux_dn: 2.290918 loss: 16.235651 eta: 34 days, 16:23:34 batch_cost: 0.8049 data_cost: 0.0010 ips: 9.9390 images/s [07/26 14:18:00] ppdet.engine INFO: Epoch: [10] [14600/54024] learning_rate: 0.000100 loss_class: 0.678851 loss_bbox: 0.113204 loss_giou: 0.514558 loss_class_aux: 4.234021 loss_bbox_aux: 0.737807 loss_giou_aux: 3.125597 loss_class_dn: 0.357637 loss_bbox_dn: 0.095740 loss_giou_dn: 0.378305 loss_class_aux_dn: 1.893836 loss_bbox_aux_dn: 0.612688 loss_giou_aux_dn: 2.178157 loss: 14.736605 eta: 34 days, 16:20:24 batch_cost: 0.8618 data_cost: 0.0012 ips: 9.2833 images/s [07/26 14:19:34] ppdet.engine INFO: Epoch: [10] [14700/54024] learning_rate: 0.000100 loss_class: 0.706506 loss_bbox: 0.106057 loss_giou: 0.517874 loss_class_aux: 4.396381 loss_bbox_aux: 0.694917 loss_giou_aux: 3.169439 loss_class_dn: 0.343277 loss_bbox_dn: 0.105998 loss_giou_dn: 0.376478 loss_class_aux_dn: 1.829613 loss_bbox_aux_dn: 0.653397 loss_giou_aux_dn: 2.165158 loss: 15.212585 eta: 34 days, 16:18:22 batch_cost: 0.8867 data_cost: 0.0369 ips: 9.0222 images/s [07/26 14:21:11] ppdet.engine INFO: Epoch: [10] [14800/54024] learning_rate: 0.000100 loss_class: 0.667389 loss_bbox: 0.112314 loss_giou: 0.488489 loss_class_aux: 4.206593 loss_bbox_aux: 0.734275 loss_giou_aux: 3.048643 loss_class_dn: 0.330102 loss_bbox_dn: 0.100313 loss_giou_dn: 0.362776 loss_class_aux_dn: 1.802936 loss_bbox_aux_dn: 0.620284 loss_giou_aux_dn: 2.049093 loss: 14.230091 eta: 34 days, 16:17:11 batch_cost: 0.9054 data_cost: 0.0560 ips: 8.8361 images/s [07/26 14:22:39] ppdet.engine INFO: Epoch: [10] [14900/54024] learning_rate: 0.000100 loss_class: 0.699679 loss_bbox: 0.107419 loss_giou: 0.467485 loss_class_aux: 4.306297 loss_bbox_aux: 0.716923 loss_giou_aux: 2.941975 loss_class_dn: 0.344504 loss_bbox_dn: 0.102011 loss_giou_dn: 0.371312 loss_class_aux_dn: 1.847044 loss_bbox_aux_dn: 0.637492 loss_giou_aux_dn: 2.133273 loss: 15.300680 eta: 34 days, 16:12:55 batch_cost: 0.8373 data_cost: 0.0331 ips: 9.5541 images/s [07/26 14:24:01] ppdet.engine INFO: Epoch: [10] [15000/54024] learning_rate: 0.000100 loss_class: 0.683453 loss_bbox: 0.107001 loss_giou: 0.481034 loss_class_aux: 4.212836 loss_bbox_aux: 0.699473 loss_giou_aux: 2.959202 loss_class_dn: 0.329243 loss_bbox_dn: 0.099875 loss_giou_dn: 0.357278 loss_class_aux_dn: 1.771030 loss_bbox_aux_dn: 0.627039 loss_giou_aux_dn: 2.038602 loss: 14.130505 eta: 34 days, 16:05:28 batch_cost: 0.7665 data_cost: 0.0009 ips: 10.4370 images/s [07/26 14:25:33] ppdet.engine INFO: Epoch: [10] [15100/54024] learning_rate: 0.000100 loss_class: 0.686034 loss_bbox: 0.107203 loss_giou: 0.472825 loss_class_aux: 4.283586 loss_bbox_aux: 0.706464 loss_giou_aux: 2.940683 loss_class_dn: 0.337385 loss_bbox_dn: 0.096819 loss_giou_dn: 0.361701 loss_class_aux_dn: 1.832423 loss_bbox_aux_dn: 0.601218 loss_giou_aux_dn: 2.044573 loss: 14.935959 eta: 34 days, 16:02:58 batch_cost: 0.8764 data_cost: 0.0009 ips: 9.1284 images/s [07/26 14:27:22] ppdet.engine INFO: Epoch: [10] [15200/54024] learning_rate: 0.000100 loss_class: 0.691489 loss_bbox: 0.110654 loss_giou: 0.528398 loss_class_aux: 4.369738 loss_bbox_aux: 0.722695 loss_giou_aux: 3.246404 loss_class_dn: 0.349551 loss_bbox_dn: 0.103829 loss_giou_dn: 0.364810 loss_class_aux_dn: 1.885883 loss_bbox_aux_dn: 0.642939 loss_giou_aux_dn: 2.095787 loss: 15.364864 eta: 34 days, 16:07:30 batch_cost: 1.0320 data_cost: 0.0920 ips: 7.7518 images/s [07/26 14:28:58] ppdet.engine INFO: Epoch: [10] [15300/54024] learning_rate: 0.000100 loss_class: 0.697779 loss_bbox: 0.105706 loss_giou: 0.469919 loss_class_aux: 4.342505 loss_bbox_aux: 0.708697 loss_giou_aux: 3.008129 loss_class_dn: 0.350009 loss_bbox_dn: 0.098419 loss_giou_dn: 0.357212 loss_class_aux_dn: 1.885387 loss_bbox_aux_dn: 0.593972 loss_giou_aux_dn: 2.078282 loss: 14.775165 eta: 34 days, 16:06:58 batch_cost: 0.9196 data_cost: 0.0155 ips: 8.6992 images/s [07/26 14:30:28] ppdet.engine INFO: Epoch: [10] [15400/54024] learning_rate: 0.000100 loss_class: 0.711543 loss_bbox: 0.106379 loss_giou: 0.501620 loss_class_aux: 4.475819 loss_bbox_aux: 0.686136 loss_giou_aux: 3.177554 loss_class_dn: 0.349835 loss_bbox_dn: 0.101136 loss_giou_dn: 0.390693 loss_class_aux_dn: 1.909737 loss_bbox_aux_dn: 0.603944 loss_giou_aux_dn: 2.272879 loss: 15.527558 eta: 34 days, 16:03:17 batch_cost: 0.8502 data_cost: 0.0457 ips: 9.4097 images/s [07/26 14:32:07] ppdet.engine INFO: Epoch: [10] [15500/54024] learning_rate: 0.000100 loss_class: 0.712468 loss_bbox: 0.111626 loss_giou: 0.461810 loss_class_aux: 4.400070 loss_bbox_aux: 0.733884 loss_giou_aux: 2.960388 loss_class_dn: 0.332762 loss_bbox_dn: 0.107289 loss_giou_dn: 0.370885 loss_class_aux_dn: 1.832023 loss_bbox_aux_dn: 0.666894 loss_giou_aux_dn: 2.128814 loss: 14.972408 eta: 34 days, 16:04:14 batch_cost: 0.9526 data_cost: 0.0010 ips: 8.3977 images/s [07/26 14:33:51] ppdet.engine INFO: Epoch: [10] [15600/54024] learning_rate: 0.000100 loss_class: 0.698591 loss_bbox: 0.107137 loss_giou: 0.473341 loss_class_aux: 4.349489 loss_bbox_aux: 0.711187 loss_giou_aux: 2.946123 loss_class_dn: 0.335788 loss_bbox_dn: 0.100994 loss_giou_dn: 0.350801 loss_class_aux_dn: 1.822511 loss_bbox_aux_dn: 0.591762 loss_giou_aux_dn: 2.019488 loss: 14.880134 eta: 34 days, 16:06:47 batch_cost: 0.9885 data_cost: 0.0010 ips: 8.0928 images/s [07/26 14:35:19] ppdet.engine INFO: Epoch: [10] [15700/54024] learning_rate: 0.000100 loss_class: 0.682986 loss_bbox: 0.114741 loss_giou: 0.514028 loss_class_aux: 4.229698 loss_bbox_aux: 0.724328 loss_giou_aux: 3.220436 loss_class_dn: 0.354668 loss_bbox_dn: 0.096200 loss_giou_dn: 0.381253 loss_class_aux_dn: 1.900355 loss_bbox_aux_dn: 0.594550 loss_giou_aux_dn: 2.183423 loss: 15.393686 eta: 34 days, 16:02:37 batch_cost: 0.8391 data_cost: 0.0018 ips: 9.5344 images/s [07/26 14:36:52] ppdet.engine INFO: Epoch: [10] [15800/54024] learning_rate: 0.000100 loss_class: 0.656114 loss_bbox: 0.113651 loss_giou: 0.503691 loss_class_aux: 4.131401 loss_bbox_aux: 0.749232 loss_giou_aux: 3.145203 loss_class_dn: 0.332902 loss_bbox_dn: 0.099488 loss_giou_dn: 0.377215 loss_class_aux_dn: 1.819847 loss_bbox_aux_dn: 0.632975 loss_giou_aux_dn: 2.117876 loss: 14.574768 eta: 34 days, 16:00:06 batch_cost: 0.8758 data_cost: 0.0009 ips: 9.1346 images/s [07/26 14:38:19] ppdet.engine INFO: Epoch: [10] [15900/54024] learning_rate: 0.000100 loss_class: 0.693737 loss_bbox: 0.107250 loss_giou: 0.519194 loss_class_aux: 4.312476 loss_bbox_aux: 0.696051 loss_giou_aux: 3.252518 loss_class_dn: 0.349289 loss_bbox_dn: 0.099444 loss_giou_dn: 0.394504 loss_class_aux_dn: 1.838387 loss_bbox_aux_dn: 0.623543 loss_giou_aux_dn: 2.254760 loss: 15.415667 eta: 34 days, 15:55:20 batch_cost: 0.8257 data_cost: 0.0009 ips: 9.6891 images/s [07/26 14:39:45] ppdet.engine INFO: Epoch: [10] [16000/54024] learning_rate: 0.000100 loss_class: 0.688067 loss_bbox: 0.102134 loss_giou: 0.462920 loss_class_aux: 4.310608 loss_bbox_aux: 0.685838 loss_giou_aux: 2.915560 loss_class_dn: 0.339407 loss_bbox_dn: 0.100297 loss_giou_dn: 0.349634 loss_class_aux_dn: 1.843657 loss_bbox_aux_dn: 0.605322 loss_giou_aux_dn: 1.985339 loss: 14.337871 eta: 34 days, 15:50:05 batch_cost: 0.8143 data_cost: 0.0010 ips: 9.8242 images/s [07/26 14:41:11] ppdet.engine INFO: Epoch: [10] [16100/54024] learning_rate: 0.000100 loss_class: 0.676688 loss_bbox: 0.106287 loss_giou: 0.463529 loss_class_aux: 4.264095 loss_bbox_aux: 0.701737 loss_giou_aux: 2.928025 loss_class_dn: 0.326626 loss_bbox_dn: 0.104863 loss_giou_dn: 0.362691 loss_class_aux_dn: 1.751170 loss_bbox_aux_dn: 0.655493 loss_giou_aux_dn: 2.061433 loss: 14.555581 eta: 34 days, 15:44:41 batch_cost: 0.8114 data_cost: 0.0010 ips: 9.8594 images/s [07/26 14:42:42] ppdet.engine INFO: Epoch: [10] [16200/54024] learning_rate: 0.000100 loss_class: 0.713077 loss_bbox: 0.116383 loss_giou: 0.480144 loss_class_aux: 4.402243 loss_bbox_aux: 0.750169 loss_giou_aux: 3.000573 loss_class_dn: 0.354007 loss_bbox_dn: 0.105707 loss_giou_dn: 0.370558 loss_class_aux_dn: 1.904884 loss_bbox_aux_dn: 0.628948 loss_giou_aux_dn: 2.117698 loss: 15.233164 eta: 34 days, 15:41:27 batch_cost: 0.8592 data_cost: 0.0291 ips: 9.3111 images/s [07/26 14:44:12] ppdet.engine INFO: Epoch: [10] [16300/54024] learning_rate: 0.000100 loss_class: 0.752106 loss_bbox: 0.111524 loss_giou: 0.507091 loss_class_aux: 4.698995 loss_bbox_aux: 0.697861 loss_giou_aux: 3.144820 loss_class_dn: 0.368848 loss_bbox_dn: 0.099813 loss_giou_dn: 0.386539 loss_class_aux_dn: 2.007922 loss_bbox_aux_dn: 0.628612 loss_giou_aux_dn: 2.220968 loss: 15.777875 eta: 34 days, 15:38:13 batch_cost: 0.8597 data_cost: 0.0375 ips: 9.3058 images/s [07/26 14:45:47] ppdet.engine INFO: Epoch: [10] [16400/54024] learning_rate: 0.000100 loss_class: 0.676439 loss_bbox: 0.104063 loss_giou: 0.447454 loss_class_aux: 4.097209 loss_bbox_aux: 0.705902 loss_giou_aux: 2.769238 loss_class_dn: 0.326304 loss_bbox_dn: 0.100849 loss_giou_dn: 0.362011 loss_class_aux_dn: 1.792973 loss_bbox_aux_dn: 0.620777 loss_giou_aux_dn: 2.054422 loss: 14.136368 eta: 34 days, 15:36:55 batch_cost: 0.9023 data_cost: 0.0010 ips: 8.8663 images/s [07/26 14:47:15] ppdet.engine INFO: Epoch: [10] [16500/54024] learning_rate: 0.000100 loss_class: 0.718886 loss_bbox: 0.116046 loss_giou: 0.507027 loss_class_aux: 4.397890 loss_bbox_aux: 0.763392 loss_giou_aux: 3.239731 loss_class_dn: 0.372976 loss_bbox_dn: 0.107169 loss_giou_dn: 0.407033 loss_class_aux_dn: 1.988331 loss_bbox_aux_dn: 0.687739 loss_giou_aux_dn: 2.343308 loss: 16.025066 eta: 34 days, 15:32:11 batch_cost: 0.8257 data_cost: 0.0009 ips: 9.6884 images/s [07/26 14:48:43] ppdet.engine INFO: Epoch: [10] [16600/54024] learning_rate: 0.000100 loss_class: 0.720272 loss_bbox: 0.116453 loss_giou: 0.510140 loss_class_aux: 4.501040 loss_bbox_aux: 0.738992 loss_giou_aux: 3.198999 loss_class_dn: 0.345154 loss_bbox_dn: 0.105262 loss_giou_dn: 0.377977 loss_class_aux_dn: 1.869923 loss_bbox_aux_dn: 0.659822 loss_giou_aux_dn: 2.139385 loss: 14.967301 eta: 34 days, 15:28:08 batch_cost: 0.8411 data_cost: 0.0060 ips: 9.5118 images/s [07/26 14:50:18] ppdet.engine INFO: Epoch: [10] [16700/54024] learning_rate: 0.000100 loss_class: 0.721523 loss_bbox: 0.105197 loss_giou: 0.492695 loss_class_aux: 4.444017 loss_bbox_aux: 0.702873 loss_giou_aux: 3.026851 loss_class_dn: 0.356193 loss_bbox_dn: 0.103140 loss_giou_dn: 0.372693 loss_class_aux_dn: 1.956197 loss_bbox_aux_dn: 0.622844 loss_giou_aux_dn: 2.128526 loss: 15.350482 eta: 34 days, 15:26:50 batch_cost: 0.9024 data_cost: 0.0010 ips: 8.8657 images/s [07/26 14:51:52] ppdet.engine INFO: Epoch: [10] [16800/54024] learning_rate: 0.000100 loss_class: 0.710935 loss_bbox: 0.110341 loss_giou: 0.503548 loss_class_aux: 4.344286 loss_bbox_aux: 0.715815 loss_giou_aux: 3.168423 loss_class_dn: 0.336876 loss_bbox_dn: 0.102423 loss_giou_dn: 0.381527 loss_class_aux_dn: 1.838443 loss_bbox_aux_dn: 0.629321 loss_giou_aux_dn: 2.172895 loss: 14.437072 eta: 34 days, 15:25:02 batch_cost: 0.8915 data_cost: 0.0010 ips: 8.9740 images/s [07/26 14:53:21] ppdet.engine INFO: Epoch: [10] [16900/54024] learning_rate: 0.000100 loss_class: 0.716052 loss_bbox: 0.110281 loss_giou: 0.481003 loss_class_aux: 4.437653 loss_bbox_aux: 0.692236 loss_giou_aux: 3.058553 loss_class_dn: 0.346164 loss_bbox_dn: 0.096130 loss_giou_dn: 0.365515 loss_class_aux_dn: 1.847377 loss_bbox_aux_dn: 0.604300 loss_giou_aux_dn: 2.115020 loss: 15.140848 eta: 34 days, 15:21:27 batch_cost: 0.8509 data_cost: 0.0781 ips: 9.4017 images/s [07/26 14:54:57] ppdet.engine INFO: Epoch: [10] [17000/54024] learning_rate: 0.000100 loss_class: 0.675983 loss_bbox: 0.113048 loss_giou: 0.511193 loss_class_aux: 4.275922 loss_bbox_aux: 0.725876 loss_giou_aux: 3.150526 loss_class_dn: 0.351096 loss_bbox_dn: 0.100465 loss_giou_dn: 0.380746 loss_class_aux_dn: 1.896562 loss_bbox_aux_dn: 0.636090 loss_giou_aux_dn: 2.158908 loss: 15.198036 eta: 34 days, 15:20:29 batch_cost: 0.9100 data_cost: 0.0010 ips: 8.7911 images/s [07/26 14:56:22] ppdet.engine INFO: Epoch: [10] [17100/54024] learning_rate: 0.000100 loss_class: 0.719794 loss_bbox: 0.107687 loss_giou: 0.494393 loss_class_aux: 4.492326 loss_bbox_aux: 0.718070 loss_giou_aux: 3.103254 loss_class_dn: 0.361688 loss_bbox_dn: 0.100676 loss_giou_dn: 0.367534 loss_class_aux_dn: 1.950080 loss_bbox_aux_dn: 0.603032 loss_giou_aux_dn: 2.156357 loss: 15.343115 eta: 34 days, 15:14:38 batch_cost: 0.8000 data_cost: 0.0011 ips: 10.0004 images/s [07/26 14:57:47] ppdet.engine INFO: Epoch: [10] [17200/54024] learning_rate: 0.000100 loss_class: 0.709184 loss_bbox: 0.108547 loss_giou: 0.487745 loss_class_aux: 4.393175 loss_bbox_aux: 0.698889 loss_giou_aux: 3.037152 loss_class_dn: 0.344305 loss_bbox_dn: 0.104178 loss_giou_dn: 0.375733 loss_class_aux_dn: 1.874667 loss_bbox_aux_dn: 0.642773 loss_giou_aux_dn: 2.132431 loss: 14.821343 eta: 34 days, 15:08:54 batch_cost: 0.8027 data_cost: 0.0139 ips: 9.9664 images/s [07/26 14:59:18] ppdet.engine INFO: Epoch: [10] [17300/54024] learning_rate: 0.000100 loss_class: 0.685147 loss_bbox: 0.105623 loss_giou: 0.401440 loss_class_aux: 4.343492 loss_bbox_aux: 0.695186 loss_giou_aux: 2.590981 loss_class_dn: 0.317173 loss_bbox_dn: 0.098920 loss_giou_dn: 0.338590 loss_class_aux_dn: 1.743648 loss_bbox_aux_dn: 0.623059 loss_giou_aux_dn: 1.913843 loss: 13.745285 eta: 34 days, 15:06:04 batch_cost: 0.8678 data_cost: 0.0010 ips: 9.2187 images/s [07/26 15:00:55] ppdet.engine INFO: Epoch: [10] [17400/54024] learning_rate: 0.000100 loss_class: 0.717384 loss_bbox: 0.110417 loss_giou: 0.514287 loss_class_aux: 4.548833 loss_bbox_aux: 0.707870 loss_giou_aux: 3.172113 loss_class_dn: 0.363137 loss_bbox_dn: 0.098601 loss_giou_dn: 0.388729 loss_class_aux_dn: 1.935733 loss_bbox_aux_dn: 0.611435 loss_giou_aux_dn: 2.216954 loss: 15.460484 eta: 34 days, 15:05:39 batch_cost: 0.9221 data_cost: 0.0196 ips: 8.6754 images/s [07/26 15:02:22] ppdet.engine INFO: Epoch: [10] [17500/54024] learning_rate: 0.000100 loss_class: 0.702793 loss_bbox: 0.110475 loss_giou: 0.491099 loss_class_aux: 4.406083 loss_bbox_aux: 0.729738 loss_giou_aux: 3.083474 loss_class_dn: 0.341625 loss_bbox_dn: 0.097448 loss_giou_dn: 0.381203 loss_class_aux_dn: 1.849489 loss_bbox_aux_dn: 0.615048 loss_giou_aux_dn: 2.178637 loss: 14.912238 eta: 34 days, 15:00:53 batch_cost: 0.8240 data_cost: 0.0010 ips: 9.7085 images/s [07/26 15:03:50] ppdet.engine INFO: Epoch: [10] [17600/54024] learning_rate: 0.000100 loss_class: 0.673002 loss_bbox: 0.112928 loss_giou: 0.481194 loss_class_aux: 4.199214 loss_bbox_aux: 0.740352 loss_giou_aux: 3.107648 loss_class_dn: 0.341245 loss_bbox_dn: 0.100946 loss_giou_dn: 0.369400 loss_class_aux_dn: 1.865088 loss_bbox_aux_dn: 0.627185 loss_giou_aux_dn: 2.104400 loss: 14.975647 eta: 34 days, 14:56:27 batch_cost: 0.8313 data_cost: 0.0010 ips: 9.6240 images/s [07/26 15:05:19] ppdet.engine INFO: Epoch: [10] [17700/54024] learning_rate: 0.000100 loss_class: 0.679555 loss_bbox: 0.106073 loss_giou: 0.496042 loss_class_aux: 4.225672 loss_bbox_aux: 0.697531 loss_giou_aux: 3.103054 loss_class_dn: 0.342484 loss_bbox_dn: 0.102088 loss_giou_dn: 0.379570 loss_class_aux_dn: 1.847658 loss_bbox_aux_dn: 0.614500 loss_giou_aux_dn: 2.163962 loss: 15.092832 eta: 34 days, 14:52:49 batch_cost: 0.8496 data_cost: 0.0284 ips: 9.4166 images/s [07/26 15:06:50] ppdet.engine INFO: Epoch: [10] [17800/54024] learning_rate: 0.000100 loss_class: 0.687683 loss_bbox: 0.116333 loss_giou: 0.483492 loss_class_aux: 4.243230 loss_bbox_aux: 0.755450 loss_giou_aux: 3.066143 loss_class_dn: 0.353993 loss_bbox_dn: 0.109605 loss_giou_dn: 0.379650 loss_class_aux_dn: 1.898820 loss_bbox_aux_dn: 0.679324 loss_giou_aux_dn: 2.147388 loss: 15.148334 eta: 34 days, 14:49:44 batch_cost: 0.8618 data_cost: 0.0020 ips: 9.2825 images/s [07/26 15:08:13] ppdet.engine INFO: Epoch: [10] [17900/54024] learning_rate: 0.000100 loss_class: 0.704324 loss_bbox: 0.118847 loss_giou: 0.520586 loss_class_aux: 4.311322 loss_bbox_aux: 0.760853 loss_giou_aux: 3.269572 loss_class_dn: 0.350959 loss_bbox_dn: 0.102744 loss_giou_dn: 0.392880 loss_class_aux_dn: 1.890858 loss_bbox_aux_dn: 0.634188 loss_giou_aux_dn: 2.261763 loss: 15.641250 eta: 34 days, 14:43:16 batch_cost: 0.7847 data_cost: 0.0158 ips: 10.1943 images/s [07/26 15:09:40] ppdet.engine INFO: Epoch: [10] [18000/54024] learning_rate: 0.000100 loss_class: 0.719149 loss_bbox: 0.112215 loss_giou: 0.522199 loss_class_aux: 4.528443 loss_bbox_aux: 0.719223 loss_giou_aux: 3.300837 loss_class_dn: 0.362210 loss_bbox_dn: 0.101123 loss_giou_dn: 0.402214 loss_class_aux_dn: 1.964452 loss_bbox_aux_dn: 0.631851 loss_giou_aux_dn: 2.270816 loss: 15.900419 eta: 34 days, 14:38:37 batch_cost: 0.8263 data_cost: 0.0206 ips: 9.6814 images/s [07/26 15:11:06] ppdet.engine INFO: Epoch: [10] [18100/54024] learning_rate: 0.000100 loss_class: 0.707211 loss_bbox: 0.112399 loss_giou: 0.506163 loss_class_aux: 4.337601 loss_bbox_aux: 0.724194 loss_giou_aux: 3.149324 loss_class_dn: 0.348232 loss_bbox_dn: 0.105984 loss_giou_dn: 0.384438 loss_class_aux_dn: 1.900278 loss_bbox_aux_dn: 0.630806 loss_giou_aux_dn: 2.196867 loss: 15.085776 eta: 34 days, 14:33:11 batch_cost: 0.8080 data_cost: 0.0012 ips: 9.9010 images/s [07/26 15:12:48] ppdet.engine INFO: Epoch: [10] [18200/54024] learning_rate: 0.000100 loss_class: 0.668253 loss_bbox: 0.111554 loss_giou: 0.440503 loss_class_aux: 4.167113 loss_bbox_aux: 0.706364 loss_giou_aux: 2.768802 loss_class_dn: 0.319736 loss_bbox_dn: 0.098277 loss_giou_dn: 0.356158 loss_class_aux_dn: 1.727579 loss_bbox_aux_dn: 0.590630 loss_giou_aux_dn: 2.024656 loss: 13.552554 eta: 34 days, 14:35:08 batch_cost: 0.9758 data_cost: 0.0010 ips: 8.1986 images/s [07/26 15:14:14] ppdet.engine INFO: Epoch: [10] [18300/54024] learning_rate: 0.000100 loss_class: 0.740032 loss_bbox: 0.111958 loss_giou: 0.527302 loss_class_aux: 4.613157 loss_bbox_aux: 0.728991 loss_giou_aux: 3.310377 loss_class_dn: 0.352242 loss_bbox_dn: 0.093921 loss_giou_dn: 0.389969 loss_class_aux_dn: 1.923187 loss_bbox_aux_dn: 0.569241 loss_giou_aux_dn: 2.242492 loss: 16.078644 eta: 34 days, 14:29:54 batch_cost: 0.8128 data_cost: 0.0011 ips: 9.8428 images/s [07/26 15:15:43] ppdet.engine INFO: Epoch: [10] [18400/54024] learning_rate: 0.000100 loss_class: 0.677024 loss_bbox: 0.107350 loss_giou: 0.478038 loss_class_aux: 4.184606 loss_bbox_aux: 0.703125 loss_giou_aux: 2.997888 loss_class_dn: 0.339142 loss_bbox_dn: 0.110584 loss_giou_dn: 0.374328 loss_class_aux_dn: 1.860388 loss_bbox_aux_dn: 0.687287 loss_giou_aux_dn: 2.157593 loss: 15.294156 eta: 34 days, 14:25:50 batch_cost: 0.8388 data_cost: 0.0010 ips: 9.5372 images/s [07/26 15:17:17] ppdet.engine INFO: Epoch: [10] [18500/54024] learning_rate: 0.000100 loss_class: 0.674553 loss_bbox: 0.100450 loss_giou: 0.474962 loss_class_aux: 4.179545 loss_bbox_aux: 0.662994 loss_giou_aux: 3.013259 loss_class_dn: 0.325245 loss_bbox_dn: 0.098751 loss_giou_dn: 0.346835 loss_class_aux_dn: 1.777425 loss_bbox_aux_dn: 0.618166 loss_giou_aux_dn: 2.000997 loss: 14.562490 eta: 34 days, 14:24:14 batch_cost: 0.8950 data_cost: 0.0010 ips: 8.9387 images/s [07/26 15:18:48] ppdet.engine INFO: Epoch: [10] [18600/54024] learning_rate: 0.000100 loss_class: 0.704800 loss_bbox: 0.119706 loss_giou: 0.543078 loss_class_aux: 4.387973 loss_bbox_aux: 0.785083 loss_giou_aux: 3.408000 loss_class_dn: 0.364423 loss_bbox_dn: 0.100647 loss_giou_dn: 0.413408 loss_class_aux_dn: 1.956732 loss_bbox_aux_dn: 0.632380 loss_giou_aux_dn: 2.356213 loss: 15.928598 eta: 34 days, 14:21:35 batch_cost: 0.8712 data_cost: 0.0291 ips: 9.1832 images/s [07/26 15:20:14] ppdet.engine INFO: Epoch: [10] [18700/54024] learning_rate: 0.000100 loss_class: 0.680163 loss_bbox: 0.102907 loss_giou: 0.467457 loss_class_aux: 4.186345 loss_bbox_aux: 0.680802 loss_giou_aux: 2.894575 loss_class_dn: 0.329875 loss_bbox_dn: 0.100361 loss_giou_dn: 0.359191 loss_class_aux_dn: 1.792236 loss_bbox_aux_dn: 0.625821 loss_giou_aux_dn: 2.010012 loss: 14.010408 eta: 34 days, 14:16:14 batch_cost: 0.8095 data_cost: 0.0010 ips: 9.8827 images/s [07/26 15:21:59] ppdet.engine INFO: Epoch: [10] [18800/54024] learning_rate: 0.000100 loss_class: 0.638085 loss_bbox: 0.108995 loss_giou: 0.495405 loss_class_aux: 3.987423 loss_bbox_aux: 0.706982 loss_giou_aux: 3.065444 loss_class_dn: 0.327335 loss_bbox_dn: 0.092305 loss_giou_dn: 0.366494 loss_class_aux_dn: 1.744902 loss_bbox_aux_dn: 0.576391 loss_giou_aux_dn: 2.091241 loss: 14.445705 eta: 34 days, 14:19:09 batch_cost: 0.9983 data_cost: 0.0010 ips: 8.0134 images/s [07/26 15:23:38] ppdet.engine INFO: Epoch: [10] [18900/54024] learning_rate: 0.000100 loss_class: 0.678265 loss_bbox: 0.117805 loss_giou: 0.536591 loss_class_aux: 4.266093 loss_bbox_aux: 0.766995 loss_giou_aux: 3.406628 loss_class_dn: 0.354985 loss_bbox_dn: 0.106881 loss_giou_dn: 0.388699 loss_class_aux_dn: 1.902311 loss_bbox_aux_dn: 0.661529 loss_giou_aux_dn: 2.235957 loss: 16.049384 eta: 34 days, 14:19:56 batch_cost: 0.9497 data_cost: 0.0975 ips: 8.4238 images/s [07/26 15:25:16] ppdet.engine INFO: Epoch: [10] [19000/54024] learning_rate: 0.000100 loss_class: 0.666895 loss_bbox: 0.106597 loss_giou: 0.471081 loss_class_aux: 4.150310 loss_bbox_aux: 0.699881 loss_giou_aux: 2.985473 loss_class_dn: 0.333814 loss_bbox_dn: 0.102912 loss_giou_dn: 0.357960 loss_class_aux_dn: 1.774335 loss_bbox_aux_dn: 0.626109 loss_giou_aux_dn: 2.052191 loss: 14.469684 eta: 34 days, 14:19:55 batch_cost: 0.9313 data_cost: 0.0116 ips: 8.5899 images/s [07/26 15:26:59] ppdet.engine INFO: Epoch: [10] [19100/54024] learning_rate: 0.000100 loss_class: 0.653626 loss_bbox: 0.113517 loss_giou: 0.526075 loss_class_aux: 4.056742 loss_bbox_aux: 0.752165 loss_giou_aux: 3.299658 loss_class_dn: 0.347520 loss_bbox_dn: 0.098490 loss_giou_dn: 0.385814 loss_class_aux_dn: 1.884092 loss_bbox_aux_dn: 0.600774 loss_giou_aux_dn: 2.175937 loss: 15.261139 eta: 34 days, 14:22:16 batch_cost: 0.9855 data_cost: 0.0137 ips: 8.1181 images/s [07/26 15:28:37] ppdet.engine INFO: Epoch: [10] [19200/54024] learning_rate: 0.000100 loss_class: 0.690705 loss_bbox: 0.107407 loss_giou: 0.494248 loss_class_aux: 4.263592 loss_bbox_aux: 0.699120 loss_giou_aux: 3.155092 loss_class_dn: 0.346524 loss_bbox_dn: 0.095247 loss_giou_dn: 0.378022 loss_class_aux_dn: 1.843774 loss_bbox_aux_dn: 0.585348 loss_giou_aux_dn: 2.160186 loss: 15.226885 eta: 34 days, 14:22:25 batch_cost: 0.9355 data_cost: 0.0010 ips: 8.5513 images/s [07/26 15:30:29] ppdet.engine INFO: Epoch: [10] [19300/54024] learning_rate: 0.000100 loss_class: 0.687433 loss_bbox: 0.108986 loss_giou: 0.541736 loss_class_aux: 4.248367 loss_bbox_aux: 0.710843 loss_giou_aux: 3.363497 loss_class_dn: 0.349009 loss_bbox_dn: 0.095685 loss_giou_dn: 0.386456 loss_class_aux_dn: 1.841382 loss_bbox_aux_dn: 0.602448 loss_giou_aux_dn: 2.203413 loss: 14.968159 eta: 34 days, 14:28:12 batch_cost: 1.0644 data_cost: 0.0010 ips: 7.5162 images/s [07/26 15:31:56] ppdet.engine INFO: Epoch: [10] [19400/54024] learning_rate: 0.000100 loss_class: 0.695795 loss_bbox: 0.114338 loss_giou: 0.492093 loss_class_aux: 4.392678 loss_bbox_aux: 0.754516 loss_giou_aux: 3.056535 loss_class_dn: 0.349582 loss_bbox_dn: 0.103295 loss_giou_dn: 0.359732 loss_class_aux_dn: 1.913208 loss_bbox_aux_dn: 0.650058 loss_giou_aux_dn: 2.046348 loss: 15.307555 eta: 34 days, 14:23:14 batch_cost: 0.8180 data_cost: 0.0009 ips: 9.7798 images/s [07/26 15:33:30] ppdet.engine INFO: Epoch: [10] [19500/54024] learning_rate: 0.000100 loss_class: 0.692304 loss_bbox: 0.109814 loss_giou: 0.529806 loss_class_aux: 4.359354 loss_bbox_aux: 0.735131 loss_giou_aux: 3.360054 loss_class_dn: 0.355231 loss_bbox_dn: 0.100537 loss_giou_dn: 0.410124 loss_class_aux_dn: 1.929636 loss_bbox_aux_dn: 0.627254 loss_giou_aux_dn: 2.312245 loss: 15.896483 eta: 34 days, 14:21:50 batch_cost: 0.9000 data_cost: 0.0612 ips: 8.8885 images/s [07/26 15:34:53] ppdet.engine INFO: Epoch: [10] [19600/54024] learning_rate: 0.000100 loss_class: 0.661347 loss_bbox: 0.110145 loss_giou: 0.466612 loss_class_aux: 4.133092 loss_bbox_aux: 0.734094 loss_giou_aux: 2.959854 loss_class_dn: 0.334787 loss_bbox_dn: 0.103144 loss_giou_dn: 0.355969 loss_class_aux_dn: 1.812987 loss_bbox_aux_dn: 0.618795 loss_giou_aux_dn: 2.038611 loss: 14.546325 eta: 34 days, 14:15:30 batch_cost: 0.7866 data_cost: 0.0063 ips: 10.1704 images/s [07/26 15:36:25] ppdet.engine INFO: Epoch: [10] [19700/54024] learning_rate: 0.000100 loss_class: 0.672893 loss_bbox: 0.104446 loss_giou: 0.467957 loss_class_aux: 4.278959 loss_bbox_aux: 0.690456 loss_giou_aux: 2.943474 loss_class_dn: 0.327374 loss_bbox_dn: 0.091860 loss_giou_dn: 0.350510 loss_class_aux_dn: 1.769881 loss_bbox_aux_dn: 0.577476 loss_giou_aux_dn: 2.009700 loss: 14.626752 eta: 34 days, 14:13:00 batch_cost: 0.8744 data_cost: 0.0009 ips: 9.1490 images/s [07/26 15:37:52] ppdet.engine INFO: Epoch: [10] [19800/54024] learning_rate: 0.000100 loss_class: 0.667813 loss_bbox: 0.102416 loss_giou: 0.454889 loss_class_aux: 4.125916 loss_bbox_aux: 0.692277 loss_giou_aux: 2.830087 loss_class_dn: 0.316446 loss_bbox_dn: 0.101071 loss_giou_dn: 0.349819 loss_class_aux_dn: 1.743089 loss_bbox_aux_dn: 0.630753 loss_giou_aux_dn: 2.023103 loss: 13.980786 eta: 34 days, 14:08:17 batch_cost: 0.8234 data_cost: 0.0009 ips: 9.7161 images/s [07/26 15:39:19] ppdet.engine INFO: Epoch: [10] [19900/54024] learning_rate: 0.000100 loss_class: 0.683684 loss_bbox: 0.106882 loss_giou: 0.479064 loss_class_aux: 4.255293 loss_bbox_aux: 0.715528 loss_giou_aux: 2.957936 loss_class_dn: 0.354245 loss_bbox_dn: 0.101779 loss_giou_dn: 0.363437 loss_class_aux_dn: 1.922585 loss_bbox_aux_dn: 0.616896 loss_giou_aux_dn: 2.121684 loss: 14.995108 eta: 34 days, 14:03:42 batch_cost: 0.8263 data_cost: 0.0010 ips: 9.6815 images/s [07/26 15:40:57] ppdet.engine INFO: Epoch: [10] [20000/54024] learning_rate: 0.000100 loss_class: 0.713193 loss_bbox: 0.111490 loss_giou: 0.537174 loss_class_aux: 4.441080 loss_bbox_aux: 0.744386 loss_giou_aux: 3.351981 loss_class_dn: 0.365052 loss_bbox_dn: 0.100795 loss_giou_dn: 0.397780 loss_class_aux_dn: 1.945143 loss_bbox_aux_dn: 0.628769 loss_giou_aux_dn: 2.267614 loss: 15.436192 eta: 34 days, 14:03:46 batch_cost: 0.9335 data_cost: 0.0010 ips: 8.5700 images/s [07/26 15:42:30] ppdet.engine INFO: Epoch: [10] [20100/54024] learning_rate: 0.000100 loss_class: 0.711128 loss_bbox: 0.111374 loss_giou: 0.528296 loss_class_aux: 4.381501 loss_bbox_aux: 0.690535 loss_giou_aux: 3.335907 loss_class_dn: 0.376610 loss_bbox_dn: 0.095055 loss_giou_dn: 0.403853 loss_class_aux_dn: 1.998004 loss_bbox_aux_dn: 0.588517 loss_giou_aux_dn: 2.288936 loss: 16.036707 eta: 34 days, 14:01:37 batch_cost: 0.8823 data_cost: 0.0010 ips: 9.0676 images/s [07/26 15:43:59] ppdet.engine INFO: Epoch: [10] [20200/54024] learning_rate: 0.000100 loss_class: 0.672011 loss_bbox: 0.107980 loss_giou: 0.500236 loss_class_aux: 4.197674 loss_bbox_aux: 0.719451 loss_giou_aux: 3.114372 loss_class_dn: 0.353500 loss_bbox_dn: 0.098122 loss_giou_dn: 0.380089 loss_class_aux_dn: 1.917316 loss_bbox_aux_dn: 0.615535 loss_giou_aux_dn: 2.155452 loss: 14.748103 eta: 34 days, 13:57:53 batch_cost: 0.8461 data_cost: 0.0010 ips: 9.4551 images/s [07/26 15:45:36] ppdet.engine INFO: Epoch: [10] [20300/54024] learning_rate: 0.000100 loss_class: 0.696779 loss_bbox: 0.114974 loss_giou: 0.486156 loss_class_aux: 4.239003 loss_bbox_aux: 0.746070 loss_giou_aux: 3.034342 loss_class_dn: 0.338630 loss_bbox_dn: 0.107219 loss_giou_dn: 0.357744 loss_class_aux_dn: 1.822131 loss_bbox_aux_dn: 0.650742 loss_giou_aux_dn: 2.028496 loss: 14.679084 eta: 34 days, 13:57:26 batch_cost: 0.9215 data_cost: 0.0015 ips: 8.6818 images/s [07/26 15:47:07] ppdet.engine INFO: Epoch: [10] [20400/54024] learning_rate: 0.000100 loss_class: 0.672935 loss_bbox: 0.110228 loss_giou: 0.457643 loss_class_aux: 4.210015 loss_bbox_aux: 0.734661 loss_giou_aux: 2.888645 loss_class_dn: 0.323830 loss_bbox_dn: 0.104901 loss_giou_dn: 0.343540 loss_class_aux_dn: 1.792022 loss_bbox_aux_dn: 0.643206 loss_giou_aux_dn: 1.954245 loss: 14.525991 eta: 34 days, 13:54:26 batch_cost: 0.8626 data_cost: 0.0010 ips: 9.2742 images/s [07/26 15:48:32] ppdet.engine INFO: Epoch: [10] [20500/54024] learning_rate: 0.000100 loss_class: 0.720327 loss_bbox: 0.113081 loss_giou: 0.504300 loss_class_aux: 4.467004 loss_bbox_aux: 0.758249 loss_giou_aux: 3.151238 loss_class_dn: 0.358558 loss_bbox_dn: 0.103493 loss_giou_dn: 0.382026 loss_class_aux_dn: 1.947130 loss_bbox_aux_dn: 0.645711 loss_giou_aux_dn: 2.154372 loss: 15.302711 eta: 34 days, 13:48:57 batch_cost: 0.8053 data_cost: 0.0023 ips: 9.9347 images/s [07/26 15:49:58] ppdet.engine INFO: Epoch: [10] [20600/54024] learning_rate: 0.000100 loss_class: 0.666352 loss_bbox: 0.102813 loss_giou: 0.490175 loss_class_aux: 4.139325 loss_bbox_aux: 0.658476 loss_giou_aux: 3.116174 loss_class_dn: 0.337596 loss_bbox_dn: 0.095284 loss_giou_dn: 0.375956 loss_class_aux_dn: 1.786297 loss_bbox_aux_dn: 0.575975 loss_giou_aux_dn: 2.155503 loss: 14.662092 eta: 34 days, 13:43:38 batch_cost: 0.8085 data_cost: 0.0348 ips: 9.8950 images/s [07/26 15:51:34] ppdet.engine INFO: Epoch: [10] [20700/54024] learning_rate: 0.000100 loss_class: 0.723234 loss_bbox: 0.103992 loss_giou: 0.471967 loss_class_aux: 4.428825 loss_bbox_aux: 0.671337 loss_giou_aux: 2.958078 loss_class_dn: 0.340812 loss_bbox_dn: 0.101967 loss_giou_dn: 0.371328 loss_class_aux_dn: 1.861984 loss_bbox_aux_dn: 0.619462 loss_giou_aux_dn: 2.130721 loss: 14.813734 eta: 34 days, 13:43:12 batch_cost: 0.9220 data_cost: 0.0228 ips: 8.6771 images/s [07/26 15:53:03] ppdet.engine INFO: Epoch: [10] [20800/54024] learning_rate: 0.000100 loss_class: 0.666837 loss_bbox: 0.107879 loss_giou: 0.471979 loss_class_aux: 4.173860 loss_bbox_aux: 0.702157 loss_giou_aux: 2.957023 loss_class_dn: 0.327489 loss_bbox_dn: 0.098142 loss_giou_dn: 0.361340 loss_class_aux_dn: 1.814750 loss_bbox_aux_dn: 0.609933 loss_giou_aux_dn: 2.070371 loss: 14.234124 eta: 34 days, 13:39:18 batch_cost: 0.8414 data_cost: 0.0593 ips: 9.5075 images/s [07/26 15:54:28] ppdet.engine INFO: Epoch: [10] [20900/54024] learning_rate: 0.000100 loss_class: 0.687646 loss_bbox: 0.116411 loss_giou: 0.454469 loss_class_aux: 4.326995 loss_bbox_aux: 0.765223 loss_giou_aux: 2.896182 loss_class_dn: 0.363802 loss_bbox_dn: 0.103780 loss_giou_dn: 0.363971 loss_class_aux_dn: 1.965788 loss_bbox_aux_dn: 0.648714 loss_giou_aux_dn: 2.087560 loss: 15.373212 eta: 34 days, 13:33:34 batch_cost: 0.7988 data_cost: 0.0010 ips: 10.0152 images/s [07/26 15:55:58] ppdet.engine INFO: Epoch: [10] [21000/54024] learning_rate: 0.000100 loss_class: 0.713405 loss_bbox: 0.108051 loss_giou: 0.533515 loss_class_aux: 4.466534 loss_bbox_aux: 0.730979 loss_giou_aux: 3.319867 loss_class_dn: 0.355209 loss_bbox_dn: 0.104448 loss_giou_dn: 0.397862 loss_class_aux_dn: 1.920431 loss_bbox_aux_dn: 0.658449 loss_giou_aux_dn: 2.254078 loss: 15.777844 eta: 34 days, 13:30:01 batch_cost: 0.8497 data_cost: 0.0010 ips: 9.4148 images/s [07/26 15:57:24] ppdet.engine INFO: Epoch: [10] [21100/54024] learning_rate: 0.000100 loss_class: 0.684303 loss_bbox: 0.097319 loss_giou: 0.465358 loss_class_aux: 4.240011 loss_bbox_aux: 0.658160 loss_giou_aux: 2.889493 loss_class_dn: 0.333923 loss_bbox_dn: 0.092453 loss_giou_dn: 0.352887 loss_class_aux_dn: 1.812253 loss_bbox_aux_dn: 0.579411 loss_giou_aux_dn: 2.040143 loss: 14.282189 eta: 34 days, 13:25:10 batch_cost: 0.8187 data_cost: 0.0033 ips: 9.7710 images/s [07/26 15:58:55] ppdet.engine INFO: Epoch: [10] [21200/54024] learning_rate: 0.000100 loss_class: 0.715599 loss_bbox: 0.111016 loss_giou: 0.449893 loss_class_aux: 4.356575 loss_bbox_aux: 0.758591 loss_giou_aux: 2.819576 loss_class_dn: 0.346066 loss_bbox_dn: 0.101355 loss_giou_dn: 0.349588 loss_class_aux_dn: 1.884721 loss_bbox_aux_dn: 0.623543 loss_giou_aux_dn: 2.021217 loss: 14.896693 eta: 34 days, 13:22:06 batch_cost: 0.8605 data_cost: 0.0014 ips: 9.2965 images/s [07/26 16:00:28] ppdet.engine INFO: Epoch: [10] [21300/54024] learning_rate: 0.000100 loss_class: 0.657501 loss_bbox: 0.103357 loss_giou: 0.433896 loss_class_aux: 4.116285 loss_bbox_aux: 0.712580 loss_giou_aux: 2.716007 loss_class_dn: 0.328468 loss_bbox_dn: 0.103293 loss_giou_dn: 0.342868 loss_class_aux_dn: 1.767176 loss_bbox_aux_dn: 0.644782 loss_giou_aux_dn: 1.933528 loss: 14.521925 eta: 34 days, 13:20:22 batch_cost: 0.8917 data_cost: 0.0012 ips: 8.9712 images/s [07/26 16:02:10] ppdet.engine INFO: Epoch: [10] [21400/54024] learning_rate: 0.000100 loss_class: 0.709897 loss_bbox: 0.103501 loss_giou: 0.520353 loss_class_aux: 4.329760 loss_bbox_aux: 0.684542 loss_giou_aux: 3.232746 loss_class_dn: 0.346243 loss_bbox_dn: 0.091558 loss_giou_dn: 0.380133 loss_class_aux_dn: 1.868252 loss_bbox_aux_dn: 0.589102 loss_giou_aux_dn: 2.184870 loss: 15.039074 eta: 34 days, 13:22:00 batch_cost: 0.9698 data_cost: 0.0015 ips: 8.2489 images/s [07/26 16:03:44] ppdet.engine INFO: Epoch: [10] [21500/54024] learning_rate: 0.000100 loss_class: 0.670910 loss_bbox: 0.111948 loss_giou: 0.454167 loss_class_aux: 4.167515 loss_bbox_aux: 0.720491 loss_giou_aux: 2.804714 loss_class_dn: 0.319379 loss_bbox_dn: 0.097542 loss_giou_dn: 0.340208 loss_class_aux_dn: 1.749903 loss_bbox_aux_dn: 0.607848 loss_giou_aux_dn: 1.951102 loss: 14.564641 eta: 34 days, 13:20:13 batch_cost: 0.8906 data_cost: 0.0581 ips: 8.9832 images/s [07/26 16:05:10] ppdet.engine INFO: Epoch: [10] [21600/54024] learning_rate: 0.000100 loss_class: 0.700821 loss_bbox: 0.104342 loss_giou: 0.462572 loss_class_aux: 4.361997 loss_bbox_aux: 0.698757 loss_giou_aux: 2.908225 loss_class_dn: 0.334962 loss_bbox_dn: 0.095801 loss_giou_dn: 0.370096 loss_class_aux_dn: 1.825701 loss_bbox_aux_dn: 0.599186 loss_giou_aux_dn: 2.075170 loss: 14.967178 eta: 34 days, 13:15:07 batch_cost: 0.8130 data_cost: 0.0010 ips: 9.8402 images/s [07/26 16:06:55] ppdet.engine INFO: Epoch: [10] [21700/54024] learning_rate: 0.000100 loss_class: 0.659112 loss_bbox: 0.111194 loss_giou: 0.502007 loss_class_aux: 4.197830 loss_bbox_aux: 0.725956 loss_giou_aux: 3.152257 loss_class_dn: 0.339120 loss_bbox_dn: 0.097384 loss_giou_dn: 0.382075 loss_class_aux_dn: 1.845014 loss_bbox_aux_dn: 0.604022 loss_giou_aux_dn: 2.177680 loss: 14.857946 eta: 34 days, 13:18:25 batch_cost: 1.0090 data_cost: 0.0010 ips: 7.9290 images/s [07/26 16:08:33] ppdet.engine INFO: Epoch: [10] [21800/54024] learning_rate: 0.000100 loss_class: 0.707884 loss_bbox: 0.113012 loss_giou: 0.514092 loss_class_aux: 4.413170 loss_bbox_aux: 0.749805 loss_giou_aux: 3.310292 loss_class_dn: 0.359307 loss_bbox_dn: 0.093689 loss_giou_dn: 0.391451 loss_class_aux_dn: 1.929618 loss_bbox_aux_dn: 0.590242 loss_giou_aux_dn: 2.247353 loss: 15.571314 eta: 34 days, 13:18:19 batch_cost: 0.9298 data_cost: 0.0177 ips: 8.6040 images/s [07/26 16:10:21] ppdet.engine INFO: Epoch: [10] [21900/54024] learning_rate: 0.000100 loss_class: 0.689163 loss_bbox: 0.104865 loss_giou: 0.518710 loss_class_aux: 4.299870 loss_bbox_aux: 0.692033 loss_giou_aux: 3.223479 loss_class_dn: 0.349291 loss_bbox_dn: 0.094062 loss_giou_dn: 0.382386 loss_class_aux_dn: 1.865590 loss_bbox_aux_dn: 0.593347 loss_giou_aux_dn: 2.187181 loss: 15.235618 eta: 34 days, 13:22:30 batch_cost: 1.0304 data_cost: 0.0016 ips: 7.7642 images/s [07/26 16:11:45] ppdet.engine INFO: Epoch: [10] [22000/54024] learning_rate: 0.000100 loss_class: 0.654931 loss_bbox: 0.107964 loss_giou: 0.504340 loss_class_aux: 4.110846 loss_bbox_aux: 0.682318 loss_giou_aux: 3.147056 loss_class_dn: 0.331827 loss_bbox_dn: 0.100855 loss_giou_dn: 0.375328 loss_class_aux_dn: 1.803767 loss_bbox_aux_dn: 0.617750 loss_giou_aux_dn: 2.124258 loss: 14.522139 eta: 34 days, 13:16:32 batch_cost: 0.7922 data_cost: 0.0010 ips: 10.0982 images/s [07/26 16:13:12] ppdet.engine INFO: Epoch: [10] [22100/54024] learning_rate: 0.000100 loss_class: 0.680102 loss_bbox: 0.104798 loss_giou: 0.460768 loss_class_aux: 4.238071 loss_bbox_aux: 0.675522 loss_giou_aux: 2.950356 loss_class_dn: 0.343573 loss_bbox_dn: 0.098633 loss_giou_dn: 0.355595 loss_class_aux_dn: 1.849401 loss_bbox_aux_dn: 0.607620 loss_giou_aux_dn: 2.035903 loss: 14.684003 eta: 34 days, 13:11:56 batch_cost: 0.8245 data_cost: 0.0010 ips: 9.7032 images/s [07/26 16:14:39] ppdet.engine INFO: Epoch: [10] [22200/54024] learning_rate: 0.000100 loss_class: 0.702363 loss_bbox: 0.109181 loss_giou: 0.483878 loss_class_aux: 4.376320 loss_bbox_aux: 0.726143 loss_giou_aux: 3.102114 loss_class_dn: 0.350477 loss_bbox_dn: 0.096203 loss_giou_dn: 0.384177 loss_class_aux_dn: 1.901646 loss_bbox_aux_dn: 0.612952 loss_giou_aux_dn: 2.192204 loss: 15.744826 eta: 34 days, 13:07:27 batch_cost: 0.8269 data_cost: 0.0272 ips: 9.6748 images/s [07/26 16:16:08] ppdet.engine INFO: Epoch: [10] [22300/54024] learning_rate: 0.000100 loss_class: 0.692146 loss_bbox: 0.107501 loss_giou: 0.517920 loss_class_aux: 4.347423 loss_bbox_aux: 0.711579 loss_giou_aux: 3.191114 loss_class_dn: 0.351677 loss_bbox_dn: 0.098192 loss_giou_dn: 0.381408 loss_class_aux_dn: 1.905512 loss_bbox_aux_dn: 0.618601 loss_giou_aux_dn: 2.156381 loss: 15.003534 eta: 34 days, 13:03:47 batch_cost: 0.8463 data_cost: 0.0010 ips: 9.4529 images/s [07/26 16:17:33] ppdet.engine INFO: Epoch: [10] [22400/54024] learning_rate: 0.000100 loss_class: 0.701722 loss_bbox: 0.115784 loss_giou: 0.526152 loss_class_aux: 4.377297 loss_bbox_aux: 0.737043 loss_giou_aux: 3.258551 loss_class_dn: 0.355550 loss_bbox_dn: 0.103717 loss_giou_dn: 0.397126 loss_class_aux_dn: 1.884666 loss_bbox_aux_dn: 0.640148 loss_giou_aux_dn: 2.283615 loss: 15.291753 eta: 34 days, 12:58:16 batch_cost: 0.8023 data_cost: 0.0010 ips: 9.9712 images/s [07/26 16:18:59] ppdet.engine INFO: Epoch: [10] [22500/54024] learning_rate: 0.000100 loss_class: 0.688215 loss_bbox: 0.098799 loss_giou: 0.458449 loss_class_aux: 4.331574 loss_bbox_aux: 0.651055 loss_giou_aux: 2.870339 loss_class_dn: 0.345012 loss_bbox_dn: 0.094524 loss_giou_dn: 0.350247 loss_class_aux_dn: 1.873717 loss_bbox_aux_dn: 0.596903 loss_giou_aux_dn: 2.007331 loss: 14.454573 eta: 34 days, 12:53:08 batch_cost: 0.8112 data_cost: 0.0010 ips: 9.8619 images/s [07/26 16:20:27] ppdet.engine INFO: Epoch: [10] [22600/54024] learning_rate: 0.000100 loss_class: 0.740034 loss_bbox: 0.111299 loss_giou: 0.538382 loss_class_aux: 4.520473 loss_bbox_aux: 0.746583 loss_giou_aux: 3.378946 loss_class_dn: 0.366161 loss_bbox_dn: 0.096866 loss_giou_dn: 0.407854 loss_class_aux_dn: 1.965663 loss_bbox_aux_dn: 0.605363 loss_giou_aux_dn: 2.357636 loss: 16.101988 eta: 34 days, 12:49:08 batch_cost: 0.8378 data_cost: 0.0010 ips: 9.5489 images/s [07/26 16:21:51] ppdet.engine INFO: Epoch: [10] [22700/54024] learning_rate: 0.000100 loss_class: 0.723834 loss_bbox: 0.108883 loss_giou: 0.485111 loss_class_aux: 4.479345 loss_bbox_aux: 0.720142 loss_giou_aux: 3.015067 loss_class_dn: 0.345477 loss_bbox_dn: 0.102429 loss_giou_dn: 0.365493 loss_class_aux_dn: 1.817960 loss_bbox_aux_dn: 0.644711 loss_giou_aux_dn: 2.140124 loss: 15.281223 eta: 34 days, 12:43:12 batch_cost: 0.7923 data_cost: 0.0010 ips: 10.0967 images/s [07/26 16:23:28] ppdet.engine INFO: Epoch: [10] [22800/54024] learning_rate: 0.000100 loss_class: 0.707623 loss_bbox: 0.115031 loss_giou: 0.496391 loss_class_aux: 4.369492 loss_bbox_aux: 0.763119 loss_giou_aux: 3.125515 loss_class_dn: 0.349583 loss_bbox_dn: 0.111335 loss_giou_dn: 0.379304 loss_class_aux_dn: 1.868292 loss_bbox_aux_dn: 0.676170 loss_giou_aux_dn: 2.205419 loss: 15.175184 eta: 34 days, 12:42:53 batch_cost: 0.9247 data_cost: 0.0013 ips: 8.6518 images/s [07/26 16:24:56] ppdet.engine INFO: Epoch: [10] [22900/54024] learning_rate: 0.000100 loss_class: 0.689570 loss_bbox: 0.116177 loss_giou: 0.479227 loss_class_aux: 4.337903 loss_bbox_aux: 0.732090 loss_giou_aux: 3.035199 loss_class_dn: 0.354223 loss_bbox_dn: 0.104726 loss_giou_dn: 0.372708 loss_class_aux_dn: 1.923774 loss_bbox_aux_dn: 0.645426 loss_giou_aux_dn: 2.126536 loss: 15.611013 eta: 34 days, 12:38:36 batch_cost: 0.8310 data_cost: 0.0010 ips: 9.6266 images/s [07/26 16:26:28] ppdet.engine INFO: Epoch: [10] [23000/54024] learning_rate: 0.000100 loss_class: 0.686157 loss_bbox: 0.109531 loss_giou: 0.516160 loss_class_aux: 4.336261 loss_bbox_aux: 0.716086 loss_giou_aux: 3.157087 loss_class_dn: 0.353681 loss_bbox_dn: 0.108237 loss_giou_dn: 0.370416 loss_class_aux_dn: 1.897624 loss_bbox_aux_dn: 0.663052 loss_giou_aux_dn: 2.105007 loss: 15.495471 eta: 34 days, 12:36:25 batch_cost: 0.8804 data_cost: 0.0012 ips: 9.0871 images/s [07/26 16:27:56] ppdet.engine INFO: Epoch: [10] [23100/54024] learning_rate: 0.000100 loss_class: 0.664419 loss_bbox: 0.106682 loss_giou: 0.478406 loss_class_aux: 4.116220 loss_bbox_aux: 0.712907 loss_giou_aux: 2.975158 loss_class_dn: 0.336673 loss_bbox_dn: 0.102740 loss_giou_dn: 0.362906 loss_class_aux_dn: 1.820492 loss_bbox_aux_dn: 0.643711 loss_giou_aux_dn: 2.055195 loss: 14.469235 eta: 34 days, 12:31:56 batch_cost: 0.8258 data_cost: 0.0093 ips: 9.6876 images/s [07/26 16:29:28] ppdet.engine INFO: Epoch: [10] [23200/54024] learning_rate: 0.000100 loss_class: 0.707423 loss_bbox: 0.111915 loss_giou: 0.498963 loss_class_aux: 4.401266 loss_bbox_aux: 0.718271 loss_giou_aux: 3.139302 loss_class_dn: 0.362608 loss_bbox_dn: 0.099828 loss_giou_dn: 0.387051 loss_class_aux_dn: 1.944830 loss_bbox_aux_dn: 0.615082 loss_giou_aux_dn: 2.233361 loss: 15.747180 eta: 34 days, 12:29:25 batch_cost: 0.8728 data_cost: 0.0275 ips: 9.1664 images/s [07/26 16:30:55] ppdet.engine INFO: Epoch: [10] [23300/54024] learning_rate: 0.000100 loss_class: 0.682403 loss_bbox: 0.104212 loss_giou: 0.448277 loss_class_aux: 4.247442 loss_bbox_aux: 0.682302 loss_giou_aux: 2.834536 loss_class_dn: 0.337272 loss_bbox_dn: 0.100523 loss_giou_dn: 0.361104 loss_class_aux_dn: 1.819625 loss_bbox_aux_dn: 0.615489 loss_giou_aux_dn: 2.066099 loss: 14.709405 eta: 34 days, 12:24:29 batch_cost: 0.8150 data_cost: 0.0011 ips: 9.8163 images/s [07/26 16:32:30] ppdet.engine INFO: Epoch: [10] [23400/54024] learning_rate: 0.000100 loss_class: 0.714210 loss_bbox: 0.106562 loss_giou: 0.552732 loss_class_aux: 4.408132 loss_bbox_aux: 0.723699 loss_giou_aux: 3.447637 loss_class_dn: 0.372457 loss_bbox_dn: 0.106124 loss_giou_dn: 0.415337 loss_class_aux_dn: 1.991671 loss_bbox_aux_dn: 0.655242 loss_giou_aux_dn: 2.371197 loss: 16.049277 eta: 34 days, 12:23:35 batch_cost: 0.9107 data_cost: 0.0011 ips: 8.7842 images/s [07/26 16:33:59] ppdet.engine INFO: Epoch: [10] [23500/54024] learning_rate: 0.000100 loss_class: 0.662253 loss_bbox: 0.100359 loss_giou: 0.472775 loss_class_aux: 4.177836 loss_bbox_aux: 0.659527 loss_giou_aux: 2.922217 loss_class_dn: 0.322437 loss_bbox_dn: 0.099925 loss_giou_dn: 0.358660 loss_class_aux_dn: 1.707354 loss_bbox_aux_dn: 0.607786 loss_giou_aux_dn: 2.006551 loss: 14.083896 eta: 34 days, 12:19:33 batch_cost: 0.8366 data_cost: 0.0010 ips: 9.5627 images/s [07/26 16:35:32] ppdet.engine INFO: Epoch: [10] [23600/54024] learning_rate: 0.000100 loss_class: 0.700271 loss_bbox: 0.107140 loss_giou: 0.509726 loss_class_aux: 4.311313 loss_bbox_aux: 0.710843 loss_giou_aux: 3.248412 loss_class_dn: 0.365980 loss_bbox_dn: 0.099577 loss_giou_dn: 0.413168 loss_class_aux_dn: 1.932831 loss_bbox_aux_dn: 0.641766 loss_giou_aux_dn: 2.325390 loss: 16.338215 eta: 34 days, 12:17:25 batch_cost: 0.8814 data_cost: 0.0164 ips: 9.0764 images/s [07/26 16:36:57] ppdet.engine INFO: Epoch: [10] [23700/54024] learning_rate: 0.000100 loss_class: 0.698782 loss_bbox: 0.114399 loss_giou: 0.511960 loss_class_aux: 4.308870 loss_bbox_aux: 0.745343 loss_giou_aux: 3.155436 loss_class_dn: 0.347957 loss_bbox_dn: 0.097108 loss_giou_dn: 0.391768 loss_class_aux_dn: 1.873620 loss_bbox_aux_dn: 0.596486 loss_giou_aux_dn: 2.235607 loss: 15.481581 eta: 34 days, 12:12:13 batch_cost: 0.8083 data_cost: 0.0010 ips: 9.8978 images/s [07/26 16:38:27] ppdet.engine INFO: Epoch: [10] [23800/54024] learning_rate: 0.000100 loss_class: 0.704809 loss_bbox: 0.105148 loss_giou: 0.516975 loss_class_aux: 4.341255 loss_bbox_aux: 0.715552 loss_giou_aux: 3.197511 loss_class_dn: 0.346066 loss_bbox_dn: 0.105623 loss_giou_dn: 0.380692 loss_class_aux_dn: 1.869586 loss_bbox_aux_dn: 0.640961 loss_giou_aux_dn: 2.126665 loss: 15.094835 eta: 34 days, 12:08:38 batch_cost: 0.8468 data_cost: 0.0010 ips: 9.4477 images/s [07/26 16:39:58] ppdet.engine INFO: Epoch: [10] [23900/54024] learning_rate: 0.000100 loss_class: 0.698299 loss_bbox: 0.105225 loss_giou: 0.445783 loss_class_aux: 4.352015 loss_bbox_aux: 0.677193 loss_giou_aux: 2.806694 loss_class_dn: 0.332200 loss_bbox_dn: 0.101846 loss_giou_dn: 0.339243 loss_class_aux_dn: 1.807298 loss_bbox_aux_dn: 0.628904 loss_giou_aux_dn: 1.960491 loss: 14.520792 eta: 34 days, 12:05:50 batch_cost: 0.8653 data_cost: 0.0530 ips: 9.2455 images/s [07/26 16:41:33] ppdet.engine INFO: Epoch: [10] [24000/54024] learning_rate: 0.000100 loss_class: 0.660032 loss_bbox: 0.102327 loss_giou: 0.485926 loss_class_aux: 4.105737 loss_bbox_aux: 0.670049 loss_giou_aux: 3.021564 loss_class_dn: 0.322778 loss_bbox_dn: 0.101461 loss_giou_dn: 0.357441 loss_class_aux_dn: 1.707101 loss_bbox_aux_dn: 0.655429 loss_giou_aux_dn: 2.028414 loss: 14.142045 eta: 34 days, 12:04:45 batch_cost: 0.9065 data_cost: 0.0010 ips: 8.8256 images/s [07/26 16:42:57] ppdet.engine INFO: Epoch: [10] [24100/54024] learning_rate: 0.000100 loss_class: 0.687066 loss_bbox: 0.111747 loss_giou: 0.512013 loss_class_aux: 4.219843 loss_bbox_aux: 0.735919 loss_giou_aux: 3.197915 loss_class_dn: 0.337901 loss_bbox_dn: 0.099029 loss_giou_dn: 0.372429 loss_class_aux_dn: 1.801826 loss_bbox_aux_dn: 0.622053 loss_giou_aux_dn: 2.128336 loss: 14.782733 eta: 34 days, 11:59:03 batch_cost: 0.7962 data_cost: 0.0010 ips: 10.0479 images/s [07/26 16:44:28] ppdet.engine INFO: Epoch: [10] [24200/54024] learning_rate: 0.000100 loss_class: 0.681635 loss_bbox: 0.109488 loss_giou: 0.502838 loss_class_aux: 4.243015 loss_bbox_aux: 0.733527 loss_giou_aux: 3.089157 loss_class_dn: 0.334045 loss_bbox_dn: 0.115814 loss_giou_dn: 0.364207 loss_class_aux_dn: 1.793620 loss_bbox_aux_dn: 0.698577 loss_giou_aux_dn: 2.048973 loss: 14.825167 eta: 34 days, 11:56:08 batch_cost: 0.8624 data_cost: 0.0656 ips: 9.2760 images/s [07/26 16:45:57] ppdet.engine INFO: Epoch: [10] [24300/54024] learning_rate: 0.000100 loss_class: 0.739285 loss_bbox: 0.108597 loss_giou: 0.477055 loss_class_aux: 4.615583 loss_bbox_aux: 0.715548 loss_giou_aux: 3.010850 loss_class_dn: 0.343624 loss_bbox_dn: 0.101889 loss_giou_dn: 0.371343 loss_class_aux_dn: 1.924390 loss_bbox_aux_dn: 0.637721 loss_giou_aux_dn: 2.110519 loss: 15.039562 eta: 34 days, 11:52:42 batch_cost: 0.8500 data_cost: 0.0009 ips: 9.4121 images/s [07/26 16:47:24] ppdet.engine INFO: Epoch: [10] [24400/54024] learning_rate: 0.000100 loss_class: 0.700332 loss_bbox: 0.108872 loss_giou: 0.494736 loss_class_aux: 4.317927 loss_bbox_aux: 0.707533 loss_giou_aux: 3.022936 loss_class_dn: 0.343476 loss_bbox_dn: 0.096483 loss_giou_dn: 0.380914 loss_class_aux_dn: 1.842261 loss_bbox_aux_dn: 0.597284 loss_giou_aux_dn: 2.160231 loss: 15.364481 eta: 34 days, 11:48:15 batch_cost: 0.8257 data_cost: 0.0009 ips: 9.6884 images/s [07/26 16:48:53] ppdet.engine INFO: Epoch: [10] [24500/54024] learning_rate: 0.000100 loss_class: 0.719729 loss_bbox: 0.112146 loss_giou: 0.551512 loss_class_aux: 4.482781 loss_bbox_aux: 0.750251 loss_giou_aux: 3.391020 loss_class_dn: 0.354599 loss_bbox_dn: 0.099284 loss_giou_dn: 0.400375 loss_class_aux_dn: 1.916381 loss_bbox_aux_dn: 0.620535 loss_giou_aux_dn: 2.286023 loss: 15.641630 eta: 34 days, 11:44:43 batch_cost: 0.8471 data_cost: 0.0247 ips: 9.4439 images/s [07/26 16:50:30] ppdet.engine INFO: Epoch: [10] [24600/54024] learning_rate: 0.000100 loss_class: 0.722573 loss_bbox: 0.112642 loss_giou: 0.503470 loss_class_aux: 4.468482 loss_bbox_aux: 0.736873 loss_giou_aux: 3.182044 loss_class_dn: 0.359070 loss_bbox_dn: 0.106425 loss_giou_dn: 0.381085 loss_class_aux_dn: 1.919540 loss_bbox_aux_dn: 0.647356 loss_giou_aux_dn: 2.188182 loss: 15.565332 eta: 34 days, 11:44:05 batch_cost: 0.9170 data_cost: 0.0010 ips: 8.7240 images/s [07/26 16:52:21] ppdet.engine INFO: Epoch: [10] [24700/54024] learning_rate: 0.000100 loss_class: 0.696693 loss_bbox: 0.112094 loss_giou: 0.466403 loss_class_aux: 4.365739 loss_bbox_aux: 0.727690 loss_giou_aux: 2.957766 loss_class_dn: 0.338204 loss_bbox_dn: 0.111515 loss_giou_dn: 0.366878 loss_class_aux_dn: 1.819332 loss_bbox_aux_dn: 0.653708 loss_giou_aux_dn: 2.117236 loss: 14.738840 eta: 34 days, 11:49:44 batch_cost: 1.0672 data_cost: 0.0010 ips: 7.4965 images/s [07/26 16:53:50] ppdet.engine INFO: Epoch: [10] [24800/54024] learning_rate: 0.000100 loss_class: 0.701550 loss_bbox: 0.112388 loss_giou: 0.434800 loss_class_aux: 4.339787 loss_bbox_aux: 0.722836 loss_giou_aux: 2.751950 loss_class_dn: 0.330336 loss_bbox_dn: 0.105465 loss_giou_dn: 0.352266 loss_class_aux_dn: 1.777941 loss_bbox_aux_dn: 0.638622 loss_giou_aux_dn: 2.005820 loss: 14.638061 eta: 34 days, 11:45:52 batch_cost: 0.8398 data_cost: 0.0466 ips: 9.5260 images/s [07/26 16:55:22] ppdet.engine INFO: Epoch: [10] [24900/54024] learning_rate: 0.000100 loss_class: 0.708872 loss_bbox: 0.115935 loss_giou: 0.513590 loss_class_aux: 4.383268 loss_bbox_aux: 0.762087 loss_giou_aux: 3.171096 loss_class_dn: 0.361472 loss_bbox_dn: 0.101328 loss_giou_dn: 0.388298 loss_class_aux_dn: 1.949762 loss_bbox_aux_dn: 0.622731 loss_giou_aux_dn: 2.202651 loss: 15.829418 eta: 34 days, 11:43:22 batch_cost: 0.8720 data_cost: 0.0010 ips: 9.1746 images/s [07/26 16:56:56] ppdet.engine INFO: Epoch: [10] [25000/54024] learning_rate: 0.000100 loss_class: 0.711934 loss_bbox: 0.114377 loss_giou: 0.473563 loss_class_aux: 4.496954 loss_bbox_aux: 0.738137 loss_giou_aux: 3.024838 loss_class_dn: 0.342191 loss_bbox_dn: 0.096785 loss_giou_dn: 0.360970 loss_class_aux_dn: 1.852318 loss_bbox_aux_dn: 0.617356 loss_giou_aux_dn: 2.052870 loss: 15.056907 eta: 34 days, 11:41:58 batch_cost: 0.8985 data_cost: 0.0251 ips: 8.9033 images/s [07/26 16:58:24] ppdet.engine INFO: Epoch: [10] [25100/54024] learning_rate: 0.000100 loss_class: 0.651118 loss_bbox: 0.101095 loss_giou: 0.455216 loss_class_aux: 4.098646 loss_bbox_aux: 0.668992 loss_giou_aux: 2.806249 loss_class_dn: 0.336365 loss_bbox_dn: 0.094962 loss_giou_dn: 0.344817 loss_class_aux_dn: 1.815822 loss_bbox_aux_dn: 0.588009 loss_giou_aux_dn: 1.966071 loss: 14.259745 eta: 34 days, 11:37:44 batch_cost: 0.8303 data_cost: 0.0464 ips: 9.6347 images/s [07/26 17:00:04] ppdet.engine INFO: Epoch: [10] [25200/54024] learning_rate: 0.000100 loss_class: 0.708624 loss_bbox: 0.110820 loss_giou: 0.468302 loss_class_aux: 4.429775 loss_bbox_aux: 0.712808 loss_giou_aux: 2.984996 loss_class_dn: 0.343501 loss_bbox_dn: 0.106468 loss_giou_dn: 0.372753 loss_class_aux_dn: 1.858787 loss_bbox_aux_dn: 0.663296 loss_giou_aux_dn: 2.122699 loss: 14.832793 eta: 34 days, 11:38:29 batch_cost: 0.9504 data_cost: 0.0221 ips: 8.4177 images/s [07/26 17:01:44] ppdet.engine INFO: Epoch: [10] [25300/54024] learning_rate: 0.000100 loss_class: 0.704680 loss_bbox: 0.109462 loss_giou: 0.481755 loss_class_aux: 4.337929 loss_bbox_aux: 0.710980 loss_giou_aux: 2.985747 loss_class_dn: 0.342242 loss_bbox_dn: 0.103795 loss_giou_dn: 0.370054 loss_class_aux_dn: 1.843821 loss_bbox_aux_dn: 0.629706 loss_giou_aux_dn: 2.086516 loss: 14.660947 eta: 34 days, 11:39:48 batch_cost: 0.9641 data_cost: 0.0010 ips: 8.2983 images/s [07/26 17:03:23] ppdet.engine INFO: Epoch: [10] [25400/54024] learning_rate: 0.000100 loss_class: 0.693003 loss_bbox: 0.112846 loss_giou: 0.471856 loss_class_aux: 4.259562 loss_bbox_aux: 0.764728 loss_giou_aux: 2.963681 loss_class_dn: 0.351166 loss_bbox_dn: 0.100036 loss_giou_dn: 0.368188 loss_class_aux_dn: 1.892071 loss_bbox_aux_dn: 0.642716 loss_giou_aux_dn: 2.142094 loss: 15.338840 eta: 34 days, 11:40:18 batch_cost: 0.9440 data_cost: 0.0318 ips: 8.4743 images/s [07/26 17:05:11] ppdet.engine INFO: Epoch: [10] [25500/54024] learning_rate: 0.000100 loss_class: 0.710230 loss_bbox: 0.114404 loss_giou: 0.474837 loss_class_aux: 4.428523 loss_bbox_aux: 0.740769 loss_giou_aux: 2.964249 loss_class_dn: 0.343762 loss_bbox_dn: 0.100121 loss_giou_dn: 0.358106 loss_class_aux_dn: 1.878779 loss_bbox_aux_dn: 0.625019 loss_giou_aux_dn: 2.049497 loss: 14.862526 eta: 34 days, 11:44:24 batch_cost: 1.0312 data_cost: 0.0010 ips: 7.7579 images/s [07/26 17:06:41] ppdet.engine INFO: Epoch: [10] [25600/54024] learning_rate: 0.000100 loss_class: 0.693064 loss_bbox: 0.111700 loss_giou: 0.490287 loss_class_aux: 4.305316 loss_bbox_aux: 0.737160 loss_giou_aux: 3.083947 loss_class_dn: 0.345877 loss_bbox_dn: 0.100390 loss_giou_dn: 0.368633 loss_class_aux_dn: 1.902956 loss_bbox_aux_dn: 0.606211 loss_giou_aux_dn: 2.113558 loss: 15.076097 eta: 34 days, 11:40:56 batch_cost: 0.8490 data_cost: 0.0010 ips: 9.4223 images/s [07/26 17:08:21] ppdet.engine INFO: Epoch: [10] [25700/54024] learning_rate: 0.000100 loss_class: 0.655255 loss_bbox: 0.104844 loss_giou: 0.466546 loss_class_aux: 4.110819 loss_bbox_aux: 0.680179 loss_giou_aux: 2.907490 loss_class_dn: 0.339110 loss_bbox_dn: 0.096317 loss_giou_dn: 0.357832 loss_class_aux_dn: 1.809075 loss_bbox_aux_dn: 0.597384 loss_giou_aux_dn: 2.022850 loss: 14.530012 eta: 34 days, 11:41:50 batch_cost: 0.9541 data_cost: 0.0011 ips: 8.3849 images/s [07/26 17:09:47] ppdet.engine INFO: Epoch: [10] [25800/54024] learning_rate: 0.000100 loss_class: 0.710106 loss_bbox: 0.110895 loss_giou: 0.531066 loss_class_aux: 4.387525 loss_bbox_aux: 0.732980 loss_giou_aux: 3.323575 loss_class_dn: 0.360457 loss_bbox_dn: 0.095166 loss_giou_dn: 0.400741 loss_class_aux_dn: 1.945841 loss_bbox_aux_dn: 0.607810 loss_giou_aux_dn: 2.258190 loss: 15.621629 eta: 34 days, 11:36:54 batch_cost: 0.8137 data_cost: 0.0010 ips: 9.8321 images/s [07/26 17:11:24] ppdet.engine INFO: Epoch: [10] [25900/54024] learning_rate: 0.000100 loss_class: 0.720646 loss_bbox: 0.112448 loss_giou: 0.491425 loss_class_aux: 4.536263 loss_bbox_aux: 0.738350 loss_giou_aux: 3.133022 loss_class_dn: 0.366580 loss_bbox_dn: 0.097198 loss_giou_dn: 0.392307 loss_class_aux_dn: 1.963060 loss_bbox_aux_dn: 0.612295 loss_giou_aux_dn: 2.251719 loss: 15.877826 eta: 34 days, 11:36:34 batch_cost: 0.9243 data_cost: 0.0010 ips: 8.6556 images/s [07/26 17:12:52] ppdet.engine INFO: Epoch: [10] [26000/54024] learning_rate: 0.000100 loss_class: 0.703584 loss_bbox: 0.108953 loss_giou: 0.459417 loss_class_aux: 4.433881 loss_bbox_aux: 0.745281 loss_giou_aux: 2.927036 loss_class_dn: 0.334742 loss_bbox_dn: 0.105417 loss_giou_dn: 0.358785 loss_class_aux_dn: 1.854536 loss_bbox_aux_dn: 0.661374 loss_giou_aux_dn: 2.063016 loss: 14.907008 eta: 34 days, 11:32:22 batch_cost: 0.8310 data_cost: 0.0093 ips: 9.6265 images/s [07/26 17:14:24] ppdet.engine INFO: Epoch: [10] [26100/54024] learning_rate: 0.000100 loss_class: 0.717169 loss_bbox: 0.108055 loss_giou: 0.485907 loss_class_aux: 4.479559 loss_bbox_aux: 0.695640 loss_giou_aux: 3.043469 loss_class_dn: 0.352331 loss_bbox_dn: 0.105374 loss_giou_dn: 0.379332 loss_class_aux_dn: 1.921045 loss_bbox_aux_dn: 0.642510 loss_giou_aux_dn: 2.176284 loss: 15.422501 eta: 34 days, 11:30:09 batch_cost: 0.8789 data_cost: 0.0010 ips: 9.1018 images/s [07/26 17:15:51] ppdet.engine INFO: Epoch: [10] [26200/54024] learning_rate: 0.000100 loss_class: 0.703311 loss_bbox: 0.109517 loss_giou: 0.540776 loss_class_aux: 4.490139 loss_bbox_aux: 0.736863 loss_giou_aux: 3.433974 loss_class_dn: 0.352516 loss_bbox_dn: 0.102557 loss_giou_dn: 0.405348 loss_class_aux_dn: 1.911472 loss_bbox_aux_dn: 0.634357 loss_giou_aux_dn: 2.276493 loss: 15.809770 eta: 34 days, 11:25:47 batch_cost: 0.8269 data_cost: 0.0010 ips: 9.6748 images/s [07/26 17:17:24] ppdet.engine INFO: Epoch: [10] [26300/54024] learning_rate: 0.000100 loss_class: 0.713705 loss_bbox: 0.111684 loss_giou: 0.533838 loss_class_aux: 4.382800 loss_bbox_aux: 0.725499 loss_giou_aux: 3.331196 loss_class_dn: 0.352389 loss_bbox_dn: 0.101448 loss_giou_dn: 0.401374 loss_class_aux_dn: 1.885443 loss_bbox_aux_dn: 0.607470 loss_giou_aux_dn: 2.261647 loss: 15.307653 eta: 34 days, 11:23:40 batch_cost: 0.8808 data_cost: 0.0317 ips: 9.0823 images/s [07/26 17:18:54] ppdet.engine INFO: Epoch: [10] [26400/54024] learning_rate: 0.000100 loss_class: 0.741194 loss_bbox: 0.114459 loss_giou: 0.591773 loss_class_aux: 4.579527 loss_bbox_aux: 0.736004 loss_giou_aux: 3.657015 loss_class_dn: 0.380685 loss_bbox_dn: 0.106614 loss_giou_dn: 0.418511 loss_class_aux_dn: 2.023177 loss_bbox_aux_dn: 0.680226 loss_giou_aux_dn: 2.388787 loss: 16.444796 eta: 34 days, 11:20:27 batch_cost: 0.8547 data_cost: 0.0453 ips: 9.3595 images/s [07/26 17:20:33] ppdet.engine INFO: Epoch: [10] [26500/54024] learning_rate: 0.000100 loss_class: 0.702127 loss_bbox: 0.112684 loss_giou: 0.502295 loss_class_aux: 4.384800 loss_bbox_aux: 0.729392 loss_giou_aux: 3.141575 loss_class_dn: 0.349269 loss_bbox_dn: 0.105758 loss_giou_dn: 0.375460 loss_class_aux_dn: 1.893866 loss_bbox_aux_dn: 0.643618 loss_giou_aux_dn: 2.144553 loss: 15.195950 eta: 34 days, 11:20:43 batch_cost: 0.9392 data_cost: 0.0071 ips: 8.5182 images/s [07/26 17:22:02] ppdet.engine INFO: Epoch: [10] [26600/54024] learning_rate: 0.000100 loss_class: 0.704067 loss_bbox: 0.110843 loss_giou: 0.445194 loss_class_aux: 4.315593 loss_bbox_aux: 0.721803 loss_giou_aux: 2.790501 loss_class_dn: 0.344543 loss_bbox_dn: 0.104054 loss_giou_dn: 0.352652 loss_class_aux_dn: 1.862368 loss_bbox_aux_dn: 0.640066 loss_giou_aux_dn: 2.033768 loss: 14.504066 eta: 34 days, 11:17:03 batch_cost: 0.8432 data_cost: 0.0010 ips: 9.4874 images/s [07/26 17:23:31] ppdet.engine INFO: Epoch: [10] [26700/54024] learning_rate: 0.000100 loss_class: 0.731093 loss_bbox: 0.115471 loss_giou: 0.563733 loss_class_aux: 4.559517 loss_bbox_aux: 0.758917 loss_giou_aux: 3.505082 loss_class_dn: 0.378206 loss_bbox_dn: 0.098619 loss_giou_dn: 0.412509 loss_class_aux_dn: 2.046080 loss_bbox_aux_dn: 0.608264 loss_giou_aux_dn: 2.308520 loss: 16.488670 eta: 34 days, 11:13:29 batch_cost: 0.8460 data_cost: 0.0010 ips: 9.4566 images/s [07/26 17:25:13] ppdet.engine INFO: Epoch: [10] [26800/54024] learning_rate: 0.000100 loss_class: 0.721614 loss_bbox: 0.108447 loss_giou: 0.503319 loss_class_aux: 4.536728 loss_bbox_aux: 0.726879 loss_giou_aux: 3.141658 loss_class_dn: 0.357626 loss_bbox_dn: 0.101193 loss_giou_dn: 0.393232 loss_class_aux_dn: 1.902851 loss_bbox_aux_dn: 0.623384 loss_giou_aux_dn: 2.192008 loss: 15.199991 eta: 34 days, 11:15:01 batch_cost: 0.9700 data_cost: 0.0010 ips: 8.2475 images/s [07/26 17:26:42] ppdet.engine INFO: Epoch: [10] [26900/54024] learning_rate: 0.000100 loss_class: 0.735842 loss_bbox: 0.119748 loss_giou: 0.550053 loss_class_aux: 4.528826 loss_bbox_aux: 0.776287 loss_giou_aux: 3.426885 loss_class_dn: 0.356413 loss_bbox_dn: 0.104647 loss_giou_dn: 0.403193 loss_class_aux_dn: 1.920479 loss_bbox_aux_dn: 0.638837 loss_giou_aux_dn: 2.286708 loss: 15.845152 eta: 34 days, 11:11:18 batch_cost: 0.8421 data_cost: 0.0010 ips: 9.4999 images/s [07/26 17:28:25] ppdet.engine INFO: Epoch: [10] [27000/54024] learning_rate: 0.000100 loss_class: 0.718949 loss_bbox: 0.105468 loss_giou: 0.518786 loss_class_aux: 4.467113 loss_bbox_aux: 0.685897 loss_giou_aux: 3.213623 loss_class_dn: 0.355669 loss_bbox_dn: 0.089741 loss_giou_dn: 0.384028 loss_class_aux_dn: 1.888946 loss_bbox_aux_dn: 0.563319 loss_giou_aux_dn: 2.203158 loss: 15.527249 eta: 34 days, 11:13:23 batch_cost: 0.9836 data_cost: 0.0010 ips: 8.1334 images/s [07/26 17:29:50] ppdet.engine INFO: Epoch: [10] [27100/54024] learning_rate: 0.000100 loss_class: 0.639662 loss_bbox: 0.101614 loss_giou: 0.478461 loss_class_aux: 4.047711 loss_bbox_aux: 0.659398 loss_giou_aux: 2.986616 loss_class_dn: 0.327484 loss_bbox_dn: 0.095468 loss_giou_dn: 0.353766 loss_class_aux_dn: 1.772687 loss_bbox_aux_dn: 0.611890 loss_giou_aux_dn: 2.019491 loss: 14.307113 eta: 34 days, 11:08:15 batch_cost: 0.8073 data_cost: 0.0033 ips: 9.9094 images/s [07/26 17:31:30] ppdet.engine INFO: Epoch: [10] [27200/54024] learning_rate: 0.000100 loss_class: 0.685305 loss_bbox: 0.106673 loss_giou: 0.487360 loss_class_aux: 4.287757 loss_bbox_aux: 0.709666 loss_giou_aux: 3.055212 loss_class_dn: 0.335183 loss_bbox_dn: 0.100544 loss_giou_dn: 0.370630 loss_class_aux_dn: 1.830480 loss_bbox_aux_dn: 0.619589 loss_giou_aux_dn: 2.129647 loss: 14.798496 eta: 34 days, 11:08:44 batch_cost: 0.9446 data_cost: 0.0011 ips: 8.4696 images/s [07/26 17:32:57] ppdet.engine INFO: Epoch: [10] [27300/54024] learning_rate: 0.000100 loss_class: 0.695361 loss_bbox: 0.109634 loss_giou: 0.471815 loss_class_aux: 4.352103 loss_bbox_aux: 0.708233 loss_giou_aux: 2.921397 loss_class_dn: 0.349823 loss_bbox_dn: 0.097203 loss_giou_dn: 0.358249 loss_class_aux_dn: 1.885982 loss_bbox_aux_dn: 0.623510 loss_giou_aux_dn: 2.064264 loss: 15.143732 eta: 34 days, 11:04:09 batch_cost: 0.8209 data_cost: 0.0010 ips: 9.7454 images/s [07/26 17:34:37] ppdet.engine INFO: Epoch: [10] [27400/54024] learning_rate: 0.000100 loss_class: 0.714207 loss_bbox: 0.099235 loss_giou: 0.538037 loss_class_aux: 4.432907 loss_bbox_aux: 0.660026 loss_giou_aux: 3.311927 loss_class_dn: 0.360388 loss_bbox_dn: 0.094142 loss_giou_dn: 0.393984 loss_class_aux_dn: 1.956639 loss_bbox_aux_dn: 0.590900 loss_giou_aux_dn: 2.256231 loss: 15.630417 eta: 34 days, 11:05:23 batch_cost: 0.9627 data_cost: 0.0010 ips: 8.3097 images/s [07/26 17:36:11] ppdet.engine INFO: Epoch: [10] [27500/54024] learning_rate: 0.000100 loss_class: 0.663688 loss_bbox: 0.110267 loss_giou: 0.468162 loss_class_aux: 4.138286 loss_bbox_aux: 0.689425 loss_giou_aux: 2.922517 loss_class_dn: 0.339009 loss_bbox_dn: 0.089781 loss_giou_dn: 0.353678 loss_class_aux_dn: 1.827245 loss_bbox_aux_dn: 0.572825 loss_giou_aux_dn: 2.037462 loss: 14.479963 eta: 34 days, 11:03:41 batch_cost: 0.8912 data_cost: 0.0460 ips: 8.9769 images/s [07/26 17:37:41] ppdet.engine INFO: Epoch: [10] [27600/54024] learning_rate: 0.000100 loss_class: 0.698649 loss_bbox: 0.108092 loss_giou: 0.526447 loss_class_aux: 4.321202 loss_bbox_aux: 0.693522 loss_giou_aux: 3.283769 loss_class_dn: 0.341935 loss_bbox_dn: 0.098190 loss_giou_dn: 0.391516 loss_class_aux_dn: 1.854816 loss_bbox_aux_dn: 0.608775 loss_giou_aux_dn: 2.235918 loss: 14.806323 eta: 34 days, 11:00:31 batch_cost: 0.8555 data_cost: 0.0313 ips: 9.3515 images/s [07/26 17:39:08] ppdet.engine INFO: Epoch: [10] [27700/54024] learning_rate: 0.000100 loss_class: 0.689413 loss_bbox: 0.105107 loss_giou: 0.532487 loss_class_aux: 4.278374 loss_bbox_aux: 0.708150 loss_giou_aux: 3.353452 loss_class_dn: 0.354830 loss_bbox_dn: 0.096040 loss_giou_dn: 0.405752 loss_class_aux_dn: 1.885156 loss_bbox_aux_dn: 0.603778 loss_giou_aux_dn: 2.276717 loss: 15.657856 eta: 34 days, 10:55:51 batch_cost: 0.8186 data_cost: 0.0128 ips: 9.7731 images/s [07/26 17:40:49] ppdet.engine INFO: Epoch: [10] [27800/54024] learning_rate: 0.000100 loss_class: 0.661929 loss_bbox: 0.111778 loss_giou: 0.491371 loss_class_aux: 4.084573 loss_bbox_aux: 0.729860 loss_giou_aux: 3.098484 loss_class_dn: 0.334998 loss_bbox_dn: 0.100135 loss_giou_dn: 0.367719 loss_class_aux_dn: 1.797414 loss_bbox_aux_dn: 0.602035 loss_giou_aux_dn: 2.078883 loss: 14.966577 eta: 34 days, 10:57:23 batch_cost: 0.9701 data_cost: 0.0010 ips: 8.2465 images/s [07/26 17:42:17] ppdet.engine INFO: Epoch: [10] [27900/54024] learning_rate: 0.000100 loss_class: 0.674040 loss_bbox: 0.105550 loss_giou: 0.458261 loss_class_aux: 4.253313 loss_bbox_aux: 0.687876 loss_giou_aux: 2.914549 loss_class_dn: 0.340795 loss_bbox_dn: 0.105749 loss_giou_dn: 0.362123 loss_class_aux_dn: 1.823354 loss_bbox_aux_dn: 0.643912 loss_giou_aux_dn: 2.065304 loss: 14.425454 eta: 34 days, 10:53:14 batch_cost: 0.8313 data_cost: 0.0010 ips: 9.6229 images/s [07/26 17:43:43] ppdet.engine INFO: Epoch: [10] [28000/54024] learning_rate: 0.000100 loss_class: 0.707690 loss_bbox: 0.112587 loss_giou: 0.522059 loss_class_aux: 4.365859 loss_bbox_aux: 0.727225 loss_giou_aux: 3.391409 loss_class_dn: 0.353516 loss_bbox_dn: 0.098351 loss_giou_dn: 0.397018 loss_class_aux_dn: 1.920624 loss_bbox_aux_dn: 0.603612 loss_giou_aux_dn: 2.247921 loss: 15.677758 eta: 34 days, 10:48:05 batch_cost: 0.8064 data_cost: 0.0192 ips: 9.9209 images/s [07/26 17:45:23] ppdet.engine INFO: Epoch: [10] [28100/54024] learning_rate: 0.000100 loss_class: 0.662194 loss_bbox: 0.110337 loss_giou: 0.446547 loss_class_aux: 4.111342 loss_bbox_aux: 0.704381 loss_giou_aux: 2.821630 loss_class_dn: 0.335957 loss_bbox_dn: 0.090272 loss_giou_dn: 0.341111 loss_class_aux_dn: 1.812701 loss_bbox_aux_dn: 0.568725 loss_giou_aux_dn: 2.004552 loss: 14.307165 eta: 34 days, 10:49:06 batch_cost: 0.9575 data_cost: 0.0043 ips: 8.3552 images/s [07/26 17:46:47] ppdet.engine INFO: Epoch: [10] [28200/54024] learning_rate: 0.000100 loss_class: 0.730691 loss_bbox: 0.111875 loss_giou: 0.542195 loss_class_aux: 4.464983 loss_bbox_aux: 0.733279 loss_giou_aux: 3.370671 loss_class_dn: 0.378753 loss_bbox_dn: 0.103420 loss_giou_dn: 0.415302 loss_class_aux_dn: 2.012002 loss_bbox_aux_dn: 0.642563 loss_giou_aux_dn: 2.387648 loss: 16.370017 eta: 34 days, 10:43:08 batch_cost: 0.7862 data_cost: 0.0010 ips: 10.1752 images/s [07/26 17:48:25] ppdet.engine INFO: Epoch: [10] [28300/54024] learning_rate: 0.000100 loss_class: 0.722598 loss_bbox: 0.112303 loss_giou: 0.508439 loss_class_aux: 4.453479 loss_bbox_aux: 0.731190 loss_giou_aux: 3.193601 loss_class_dn: 0.361449 loss_bbox_dn: 0.095424 loss_giou_dn: 0.386504 loss_class_aux_dn: 1.934274 loss_bbox_aux_dn: 0.603222 loss_giou_aux_dn: 2.186486 loss: 15.690071 eta: 34 days, 10:43:13 batch_cost: 0.9349 data_cost: 0.0011 ips: 8.5574 images/s [07/26 17:49:51] ppdet.engine INFO: Epoch: [10] [28400/54024] learning_rate: 0.000100 loss_class: 0.667417 loss_bbox: 0.104068 loss_giou: 0.470364 loss_class_aux: 4.186130 loss_bbox_aux: 0.680120 loss_giou_aux: 2.990452 loss_class_dn: 0.338355 loss_bbox_dn: 0.097464 loss_giou_dn: 0.371541 loss_class_aux_dn: 1.829563 loss_bbox_aux_dn: 0.639174 loss_giou_aux_dn: 2.091561 loss: 14.488173 eta: 34 days, 10:38:17 batch_cost: 0.8114 data_cost: 0.0010 ips: 9.8598 images/s [07/26 17:51:21] ppdet.engine INFO: Epoch: [10] [28500/54024] learning_rate: 0.000100 loss_class: 0.681210 loss_bbox: 0.101768 loss_giou: 0.483977 loss_class_aux: 4.211721 loss_bbox_aux: 0.680201 loss_giou_aux: 3.047646 loss_class_dn: 0.334031 loss_bbox_dn: 0.093823 loss_giou_dn: 0.356178 loss_class_aux_dn: 1.808285 loss_bbox_aux_dn: 0.571163 loss_giou_aux_dn: 2.062581 loss: 14.365988 eta: 34 days, 10:35:13 batch_cost: 0.8575 data_cost: 0.0056 ips: 9.3299 images/s [07/26 17:52:52] ppdet.engine INFO: Epoch: [10] [28600/54024] learning_rate: 0.000100 loss_class: 0.707159 loss_bbox: 0.099661 loss_giou: 0.473177 loss_class_aux: 4.369687 loss_bbox_aux: 0.678488 loss_giou_aux: 2.964870 loss_class_dn: 0.337905 loss_bbox_dn: 0.097805 loss_giou_dn: 0.361072 loss_class_aux_dn: 1.833056 loss_bbox_aux_dn: 0.619994 loss_giou_aux_dn: 2.097956 loss: 14.473260 eta: 34 days, 10:32:21 batch_cost: 0.8619 data_cost: 0.0101 ips: 9.2819 images/s [07/26 17:54:20] ppdet.engine INFO: Epoch: [10] [28700/54024] learning_rate: 0.000100 loss_class: 0.676959 loss_bbox: 0.112277 loss_giou: 0.531135 loss_class_aux: 4.220774 loss_bbox_aux: 0.727836 loss_giou_aux: 3.280078 loss_class_dn: 0.349382 loss_bbox_dn: 0.100727 loss_giou_dn: 0.396855 loss_class_aux_dn: 1.866350 loss_bbox_aux_dn: 0.615988 loss_giou_aux_dn: 2.242190 loss: 15.283365 eta: 34 days, 10:28:16 batch_cost: 0.8320 data_cost: 0.0241 ips: 9.6159 images/s [07/26 17:55:53] ppdet.engine INFO: Epoch: [10] [28800/54024] learning_rate: 0.000100 loss_class: 0.716933 loss_bbox: 0.113492 loss_giou: 0.494130 loss_class_aux: 4.438712 loss_bbox_aux: 0.742908 loss_giou_aux: 3.035494 loss_class_dn: 0.346986 loss_bbox_dn: 0.103517 loss_giou_dn: 0.372744 loss_class_aux_dn: 1.871349 loss_bbox_aux_dn: 0.633820 loss_giou_aux_dn: 2.143813 loss: 15.215049 eta: 34 days, 10:26:32 batch_cost: 0.8901 data_cost: 0.0009 ips: 8.9876 images/s [07/26 17:57:22] ppdet.engine INFO: Epoch: [10] [28900/54024] learning_rate: 0.000100 loss_class: 0.706670 loss_bbox: 0.107937 loss_giou: 0.522071 loss_class_aux: 4.354752 loss_bbox_aux: 0.711917 loss_giou_aux: 3.203663 loss_class_dn: 0.348172 loss_bbox_dn: 0.097808 loss_giou_dn: 0.389465 loss_class_aux_dn: 1.912146 loss_bbox_aux_dn: 0.590615 loss_giou_aux_dn: 2.238952 loss: 15.267421 eta: 34 days, 10:22:57 batch_cost: 0.8443 data_cost: 0.0009 ips: 9.4750 images/s [07/26 17:58:52] ppdet.engine INFO: Epoch: [10] [29000/54024] learning_rate: 0.000100 loss_class: 0.714964 loss_bbox: 0.112145 loss_giou: 0.512768 loss_class_aux: 4.473284 loss_bbox_aux: 0.769893 loss_giou_aux: 3.185479 loss_class_dn: 0.367051 loss_bbox_dn: 0.104425 loss_giou_dn: 0.377341 loss_class_aux_dn: 1.986428 loss_bbox_aux_dn: 0.664872 loss_giou_aux_dn: 2.175733 loss: 15.398295 eta: 34 days, 10:19:52 batch_cost: 0.8567 data_cost: 0.0010 ips: 9.3384 images/s [07/26 18:00:24] ppdet.engine INFO: Epoch: [10] [29100/54024] learning_rate: 0.000100 loss_class: 0.662360 loss_bbox: 0.108613 loss_giou: 0.504697 loss_class_aux: 4.128330 loss_bbox_aux: 0.722360 loss_giou_aux: 3.124335 loss_class_dn: 0.353265 loss_bbox_dn: 0.093507 loss_giou_dn: 0.392338 loss_class_aux_dn: 1.909520 loss_bbox_aux_dn: 0.585703 loss_giou_aux_dn: 2.233047 loss: 15.265238 eta: 34 days, 10:17:14 batch_cost: 0.8673 data_cost: 0.0023 ips: 9.2243 images/s [07/26 18:01:50] ppdet.engine INFO: Epoch: [10] [29200/54024] learning_rate: 0.000100 loss_class: 0.727388 loss_bbox: 0.112694 loss_giou: 0.492166 loss_class_aux: 4.533517 loss_bbox_aux: 0.738980 loss_giou_aux: 3.094787 loss_class_dn: 0.356890 loss_bbox_dn: 0.103098 loss_giou_dn: 0.374863 loss_class_aux_dn: 1.933351 loss_bbox_aux_dn: 0.624569 loss_giou_aux_dn: 2.153171 loss: 15.421140 eta: 34 days, 10:12:40 batch_cost: 0.8197 data_cost: 0.0010 ips: 9.7593 images/s [07/26 18:03:18] ppdet.engine INFO: Epoch: [10] [29300/54024] learning_rate: 0.000100 loss_class: 0.725868 loss_bbox: 0.107712 loss_giou: 0.504471 loss_class_aux: 4.550833 loss_bbox_aux: 0.698531 loss_giou_aux: 3.138219 loss_class_dn: 0.357146 loss_bbox_dn: 0.107847 loss_giou_dn: 0.400465 loss_class_aux_dn: 1.953150 loss_bbox_aux_dn: 0.640241 loss_giou_aux_dn: 2.273756 loss: 15.692127 eta: 34 days, 10:08:19 batch_cost: 0.8250 data_cost: 0.0095 ips: 9.6970 images/s [07/26 18:04:47] ppdet.engine INFO: Epoch: [10] [29400/54024] learning_rate: 0.000100 loss_class: 0.695630 loss_bbox: 0.114502 loss_giou: 0.474115 loss_class_aux: 4.333753 loss_bbox_aux: 0.779616 loss_giou_aux: 2.950600 loss_class_dn: 0.337058 loss_bbox_dn: 0.109790 loss_giou_dn: 0.373932 loss_class_aux_dn: 1.866672 loss_bbox_aux_dn: 0.684930 loss_giou_aux_dn: 2.141827 loss: 15.204086 eta: 34 days, 10:04:51 batch_cost: 0.8466 data_cost: 0.0010 ips: 9.4493 images/s [07/26 18:06:11] ppdet.engine INFO: Epoch: [10] [29500/54024] learning_rate: 0.000100 loss_class: 0.696744 loss_bbox: 0.111003 loss_giou: 0.542693 loss_class_aux: 4.430367 loss_bbox_aux: 0.731741 loss_giou_aux: 3.399118 loss_class_dn: 0.355377 loss_bbox_dn: 0.098845 loss_giou_dn: 0.396405 loss_class_aux_dn: 1.924426 loss_bbox_aux_dn: 0.608014 loss_giou_aux_dn: 2.260407 loss: 15.856169 eta: 34 days, 9:59:25 batch_cost: 0.7979 data_cost: 0.0010 ips: 10.0262 images/s [07/26 18:07:35] ppdet.engine INFO: Epoch: [10] [29600/54024] learning_rate: 0.000100 loss_class: 0.664464 loss_bbox: 0.113337 loss_giou: 0.472968 loss_class_aux: 4.180882 loss_bbox_aux: 0.740630 loss_giou_aux: 2.991696 loss_class_dn: 0.336794 loss_bbox_dn: 0.111265 loss_giou_dn: 0.367709 loss_class_aux_dn: 1.809799 loss_bbox_aux_dn: 0.680524 loss_giou_aux_dn: 2.085479 loss: 14.847487 eta: 34 days, 9:53:38 batch_cost: 0.7891 data_cost: 0.0010 ips: 10.1383 images/s [07/26 18:09:09] ppdet.engine INFO: Epoch: [10] [29700/54024] learning_rate: 0.000100 loss_class: 0.667192 loss_bbox: 0.106245 loss_giou: 0.469189 loss_class_aux: 4.189597 loss_bbox_aux: 0.696197 loss_giou_aux: 2.940577 loss_class_dn: 0.315917 loss_bbox_dn: 0.097503 loss_giou_dn: 0.363901 loss_class_aux_dn: 1.727654 loss_bbox_aux_dn: 0.593035 loss_giou_aux_dn: 2.028488 loss: 13.890305 eta: 34 days, 9:52:13 batch_cost: 0.8974 data_cost: 0.0927 ips: 8.9143 images/s [07/26 18:10:39] ppdet.engine INFO: Epoch: [10] [29800/54024] learning_rate: 0.000100 loss_class: 0.660876 loss_bbox: 0.099533 loss_giou: 0.449240 loss_class_aux: 4.173239 loss_bbox_aux: 0.659718 loss_giou_aux: 2.834800 loss_class_dn: 0.320313 loss_bbox_dn: 0.096154 loss_giou_dn: 0.339071 loss_class_aux_dn: 1.718467 loss_bbox_aux_dn: 0.581131 loss_giou_aux_dn: 1.959573 loss: 13.886179 eta: 34 days, 9:48:54 batch_cost: 0.8501 data_cost: 0.0010 ips: 9.4110 images/s [07/26 18:12:07] ppdet.engine INFO: Epoch: [10] [29900/54024] learning_rate: 0.000100 loss_class: 0.681572 loss_bbox: 0.107702 loss_giou: 0.507881 loss_class_aux: 4.306333 loss_bbox_aux: 0.709450 loss_giou_aux: 3.144975 loss_class_dn: 0.341738 loss_bbox_dn: 0.099704 loss_giou_dn: 0.376036 loss_class_aux_dn: 1.846313 loss_bbox_aux_dn: 0.618353 loss_giou_aux_dn: 2.118637 loss: 14.693352 eta: 34 days, 9:44:58 batch_cost: 0.8345 data_cost: 0.0011 ips: 9.5867 images/s [07/26 18:13:56] ppdet.engine INFO: Epoch: [10] [30000/54024] learning_rate: 0.000100 loss_class: 0.713024 loss_bbox: 0.109373 loss_giou: 0.510461 loss_class_aux: 4.453770 loss_bbox_aux: 0.717205 loss_giou_aux: 3.216831 loss_class_dn: 0.352312 loss_bbox_dn: 0.103104 loss_giou_dn: 0.382783 loss_class_aux_dn: 1.927796 loss_bbox_aux_dn: 0.658009 loss_giou_aux_dn: 2.167614 loss: 15.211051 eta: 34 days, 9:49:35 batch_cost: 1.0479 data_cost: 0.1114 ips: 7.6341 images/s [07/26 18:15:21] ppdet.engine INFO: Epoch: [10] [30100/54024] learning_rate: 0.000100 loss_class: 0.657971 loss_bbox: 0.110763 loss_giou: 0.537615 loss_class_aux: 4.144574 loss_bbox_aux: 0.725699 loss_giou_aux: 3.366595 loss_class_dn: 0.350251 loss_bbox_dn: 0.096224 loss_giou_dn: 0.390449 loss_class_aux_dn: 1.850682 loss_bbox_aux_dn: 0.601818 loss_giou_aux_dn: 2.216067 loss: 15.336711 eta: 34 days, 9:44:07 batch_cost: 0.7966 data_cost: 0.0009 ips: 10.0424 images/s [07/26 18:17:07] ppdet.engine INFO: Epoch: [10] [30200/54024] learning_rate: 0.000100 loss_class: 0.699665 loss_bbox: 0.109252 loss_giou: 0.465677 loss_class_aux: 4.255439 loss_bbox_aux: 0.720416 loss_giou_aux: 2.897560 loss_class_dn: 0.347724 loss_bbox_dn: 0.100978 loss_giou_dn: 0.360457 loss_class_aux_dn: 1.873193 loss_bbox_aux_dn: 0.623666 loss_giou_aux_dn: 2.038452 loss: 14.807206 eta: 34 days, 9:47:24 batch_cost: 1.0146 data_cost: 0.0010 ips: 7.8849 images/s [07/26 18:18:40] ppdet.engine INFO: Epoch: [10] [30300/54024] learning_rate: 0.000100 loss_class: 0.702829 loss_bbox: 0.111746 loss_giou: 0.504033 loss_class_aux: 4.345601 loss_bbox_aux: 0.731160 loss_giou_aux: 3.161664 loss_class_dn: 0.351562 loss_bbox_dn: 0.104789 loss_giou_dn: 0.381786 loss_class_aux_dn: 1.909807 loss_bbox_aux_dn: 0.652861 loss_giou_aux_dn: 2.177927 loss: 15.356804 eta: 34 days, 9:45:40 batch_cost: 0.8900 data_cost: 0.0010 ips: 8.9890 images/s [07/26 18:20:13] ppdet.engine INFO: Epoch: [10] [30400/54024] learning_rate: 0.000100 loss_class: 0.667941 loss_bbox: 0.107213 loss_giou: 0.512207 loss_class_aux: 4.149119 loss_bbox_aux: 0.695078 loss_giou_aux: 3.150321 loss_class_dn: 0.350066 loss_bbox_dn: 0.093947 loss_giou_dn: 0.383366 loss_class_aux_dn: 1.888072 loss_bbox_aux_dn: 0.584345 loss_giou_aux_dn: 2.163508 loss: 14.784699 eta: 34 days, 9:43:40 batch_cost: 0.8826 data_cost: 0.0010 ips: 9.0639 images/s [07/26 18:21:44] ppdet.engine INFO: Epoch: [10] [30500/54024] learning_rate: 0.000100 loss_class: 0.708999 loss_bbox: 0.109736 loss_giou: 0.506676 loss_class_aux: 4.417232 loss_bbox_aux: 0.721164 loss_giou_aux: 3.232476 loss_class_dn: 0.346813 loss_bbox_dn: 0.098445 loss_giou_dn: 0.381997 loss_class_aux_dn: 1.864739 loss_bbox_aux_dn: 0.606926 loss_giou_aux_dn: 2.145081 loss: 15.198927 eta: 34 days, 9:40:49 batch_cost: 0.8618 data_cost: 0.0010 ips: 9.2826 images/s [07/26 18:23:23] ppdet.engine INFO: Epoch: [10] [30600/54024] learning_rate: 0.000100 loss_class: 0.754447 loss_bbox: 0.106127 loss_giou: 0.517034 loss_class_aux: 4.647722 loss_bbox_aux: 0.696368 loss_giou_aux: 3.278523 loss_class_dn: 0.360804 loss_bbox_dn: 0.105184 loss_giou_dn: 0.400716 loss_class_aux_dn: 1.936123 loss_bbox_aux_dn: 0.633610 loss_giou_aux_dn: 2.277389 loss: 16.034704 eta: 34 days, 9:41:25 batch_cost: 0.9480 data_cost: 0.0009 ips: 8.4391 images/s [07/26 18:24:49] ppdet.engine INFO: Epoch: [10] [30700/54024] learning_rate: 0.000100 loss_class: 0.699535 loss_bbox: 0.109484 loss_giou: 0.511197 loss_class_aux: 4.364502 loss_bbox_aux: 0.712108 loss_giou_aux: 3.164752 loss_class_dn: 0.342470 loss_bbox_dn: 0.101212 loss_giou_dn: 0.385624 loss_class_aux_dn: 1.864155 loss_bbox_aux_dn: 0.613964 loss_giou_aux_dn: 2.171988 loss: 15.278098 eta: 34 days, 9:36:18 batch_cost: 0.8049 data_cost: 0.0010 ips: 9.9394 images/s [07/26 18:26:35] ppdet.engine INFO: Epoch: [10] [30800/54024] learning_rate: 0.000100 loss_class: 0.688924 loss_bbox: 0.107156 loss_giou: 0.451145 loss_class_aux: 4.212225 loss_bbox_aux: 0.707827 loss_giou_aux: 2.826277 loss_class_dn: 0.331458 loss_bbox_dn: 0.094783 loss_giou_dn: 0.340266 loss_class_aux_dn: 1.813134 loss_bbox_aux_dn: 0.606459 loss_giou_aux_dn: 1.934710 loss: 14.042428 eta: 34 days, 9:39:22 batch_cost: 1.0100 data_cost: 0.0869 ips: 7.9205 images/s [07/26 18:28:12] ppdet.engine INFO: Epoch: [10] [30900/54024] learning_rate: 0.000100 loss_class: 0.692053 loss_bbox: 0.102254 loss_giou: 0.464419 loss_class_aux: 4.286597 loss_bbox_aux: 0.663290 loss_giou_aux: 2.915427 loss_class_dn: 0.330137 loss_bbox_dn: 0.096344 loss_giou_dn: 0.363492 loss_class_aux_dn: 1.771493 loss_bbox_aux_dn: 0.593958 loss_giou_aux_dn: 2.092826 loss: 14.326004 eta: 34 days, 9:38:43 batch_cost: 0.9165 data_cost: 0.0010 ips: 8.7285 images/s [07/26 18:29:49] ppdet.engine INFO: Epoch: [10] [31000/54024] learning_rate: 0.000100 loss_class: 0.698306 loss_bbox: 0.109342 loss_giou: 0.514337 loss_class_aux: 4.365579 loss_bbox_aux: 0.721840 loss_giou_aux: 3.178534 loss_class_dn: 0.345367 loss_bbox_dn: 0.109651 loss_giou_dn: 0.380573 loss_class_aux_dn: 1.861414 loss_bbox_aux_dn: 0.656981 loss_giou_aux_dn: 2.171700 loss: 15.134552 eta: 34 days, 9:38:36 batch_cost: 0.9305 data_cost: 0.0010 ips: 8.5978 images/s [07/26 18:31:22] ppdet.engine INFO: Epoch: [10] [31100/54024] learning_rate: 0.000100 loss_class: 0.694523 loss_bbox: 0.109230 loss_giou: 0.485213 loss_class_aux: 4.232013 loss_bbox_aux: 0.697851 loss_giou_aux: 3.068500 loss_class_dn: 0.341209 loss_bbox_dn: 0.102893 loss_giou_dn: 0.365793 loss_class_aux_dn: 1.858844 loss_bbox_aux_dn: 0.636770 loss_giou_aux_dn: 2.144612 loss: 15.130079 eta: 34 days, 9:36:24 batch_cost: 0.8777 data_cost: 0.0187 ips: 9.1152 images/s [07/26 18:32:59] ppdet.engine INFO: Epoch: [10] [31200/54024] learning_rate: 0.000100 loss_class: 0.717409 loss_bbox: 0.112163 loss_giou: 0.527563 loss_class_aux: 4.350960 loss_bbox_aux: 0.732583 loss_giou_aux: 3.354648 loss_class_dn: 0.362614 loss_bbox_dn: 0.099692 loss_giou_dn: 0.401801 loss_class_aux_dn: 1.972232 loss_bbox_aux_dn: 0.624840 loss_giou_aux_dn: 2.275440 loss: 16.267024 eta: 34 days, 9:36:09 batch_cost: 0.9270 data_cost: 0.0024 ips: 8.6304 images/s [07/26 18:34:38] ppdet.engine INFO: Epoch: [10] [31300/54024] learning_rate: 0.000100 loss_class: 0.690802 loss_bbox: 0.110815 loss_giou: 0.463589 loss_class_aux: 4.301667 loss_bbox_aux: 0.733034 loss_giou_aux: 2.923472 loss_class_dn: 0.342755 loss_bbox_dn: 0.105432 loss_giou_dn: 0.353143 loss_class_aux_dn: 1.852260 loss_bbox_aux_dn: 0.639513 loss_giou_aux_dn: 2.064624 loss: 15.033507 eta: 34 days, 9:36:30 batch_cost: 0.9423 data_cost: 0.0168 ips: 8.4895 images/s [07/26 18:36:09] ppdet.engine INFO: Epoch: [10] [31400/54024] learning_rate: 0.000100 loss_class: 0.642310 loss_bbox: 0.103312 loss_giou: 0.495255 loss_class_aux: 4.074162 loss_bbox_aux: 0.668134 loss_giou_aux: 3.086473 loss_class_dn: 0.337193 loss_bbox_dn: 0.093032 loss_giou_dn: 0.386406 loss_class_aux_dn: 1.818981 loss_bbox_aux_dn: 0.573823 loss_giou_aux_dn: 2.191772 loss: 14.903501 eta: 34 days, 9:34:00 batch_cost: 0.8702 data_cost: 0.0010 ips: 9.1931 images/s [07/26 18:37:39] ppdet.engine INFO: Epoch: [10] [31500/54024] learning_rate: 0.000100 loss_class: 0.701721 loss_bbox: 0.107910 loss_giou: 0.506367 loss_class_aux: 4.384984 loss_bbox_aux: 0.712253 loss_giou_aux: 3.147694 loss_class_dn: 0.345650 loss_bbox_dn: 0.102508 loss_giou_dn: 0.380077 loss_class_aux_dn: 1.874353 loss_bbox_aux_dn: 0.628578 loss_giou_aux_dn: 2.221986 loss: 15.428529 eta: 34 days, 9:30:38 batch_cost: 0.8485 data_cost: 0.0289 ips: 9.4288 images/s [07/26 18:39:22] ppdet.engine INFO: Epoch: [10] [31600/54024] learning_rate: 0.000100 loss_class: 0.676945 loss_bbox: 0.101411 loss_giou: 0.468511 loss_class_aux: 4.237255 loss_bbox_aux: 0.665460 loss_giou_aux: 2.943067 loss_class_dn: 0.332010 loss_bbox_dn: 0.095710 loss_giou_dn: 0.355614 loss_class_aux_dn: 1.821475 loss_bbox_aux_dn: 0.603494 loss_giou_aux_dn: 2.072375 loss: 14.685564 eta: 34 days, 9:32:23 batch_cost: 0.9776 data_cost: 0.0010 ips: 8.1829 images/s [07/26 18:40:49] ppdet.engine INFO: Epoch: [10] [31700/54024] learning_rate: 0.000100 loss_class: 0.695163 loss_bbox: 0.113274 loss_giou: 0.478976 loss_class_aux: 4.358649 loss_bbox_aux: 0.704223 loss_giou_aux: 2.960039 loss_class_dn: 0.336153 loss_bbox_dn: 0.106698 loss_giou_dn: 0.366325 loss_class_aux_dn: 1.840616 loss_bbox_aux_dn: 0.626532 loss_giou_aux_dn: 2.136035 loss: 14.879256 eta: 34 days, 9:28:16 batch_cost: 0.8292 data_cost: 0.0010 ips: 9.6474 images/s [07/26 18:42:24] ppdet.engine INFO: Epoch: [10] [31800/54024] learning_rate: 0.000100 loss_class: 0.672428 loss_bbox: 0.104092 loss_giou: 0.471810 loss_class_aux: 4.043273 loss_bbox_aux: 0.658783 loss_giou_aux: 2.925290 loss_class_dn: 0.336356 loss_bbox_dn: 0.093912 loss_giou_dn: 0.350106 loss_class_aux_dn: 1.827713 loss_bbox_aux_dn: 0.561214 loss_giou_aux_dn: 1.995983 loss: 14.270111 eta: 34 days, 9:27:00 batch_cost: 0.9016 data_cost: 0.0415 ips: 8.8735 images/s [07/26 18:43:53] ppdet.engine INFO: Epoch: [10] [31900/54024] learning_rate: 0.000100 loss_class: 0.703600 loss_bbox: 0.113779 loss_giou: 0.491275 loss_class_aux: 4.401192 loss_bbox_aux: 0.744373 loss_giou_aux: 3.040250 loss_class_dn: 0.347919 loss_bbox_dn: 0.107443 loss_giou_dn: 0.362748 loss_class_aux_dn: 1.854592 loss_bbox_aux_dn: 0.637889 loss_giou_aux_dn: 2.082497 loss: 14.988357 eta: 34 days, 9:23:07 batch_cost: 0.8353 data_cost: 0.0010 ips: 9.5777 images/s [07/26 18:45:27] ppdet.engine INFO: Epoch: [10] [32000/54024] learning_rate: 0.000100 loss_class: 0.666032 loss_bbox: 0.111867 loss_giou: 0.484817 loss_class_aux: 4.219179 loss_bbox_aux: 0.736408 loss_giou_aux: 2.997290 loss_class_dn: 0.338337 loss_bbox_dn: 0.101601 loss_giou_dn: 0.358401 loss_class_aux_dn: 1.833553 loss_bbox_aux_dn: 0.622773 loss_giou_aux_dn: 2.044883 loss: 14.948861 eta: 34 days, 9:21:51 batch_cost: 0.9013 data_cost: 0.0463 ips: 8.8758 images/s [07/26 18:47:03] ppdet.engine INFO: Epoch: [10] [32100/54024] learning_rate: 0.000100 loss_class: 0.666375 loss_bbox: 0.103406 loss_giou: 0.481574 loss_class_aux: 4.084794 loss_bbox_aux: 0.694485 loss_giou_aux: 3.059264 loss_class_dn: 0.338475 loss_bbox_dn: 0.095720 loss_giou_dn: 0.365967 loss_class_aux_dn: 1.823944 loss_bbox_aux_dn: 0.590582 loss_giou_aux_dn: 2.112762 loss: 14.581155 eta: 34 days, 9:20:52 batch_cost: 0.9084 data_cost: 0.0178 ips: 8.8070 images/s [07/26 18:48:32] ppdet.engine INFO: Epoch: [10] [32200/54024] learning_rate: 0.000100 loss_class: 0.695341 loss_bbox: 0.100601 loss_giou: 0.457922 loss_class_aux: 4.289585 loss_bbox_aux: 0.678307 loss_giou_aux: 2.879322 loss_class_dn: 0.322668 loss_bbox_dn: 0.096719 loss_giou_dn: 0.348361 loss_class_aux_dn: 1.793899 loss_bbox_aux_dn: 0.593073 loss_giou_aux_dn: 2.039226 loss: 14.395091 eta: 34 days, 9:17:36 batch_cost: 0.8507 data_cost: 0.0305 ips: 9.4037 images/s [07/26 18:49:56] ppdet.engine INFO: Epoch: [10] [32300/54024] learning_rate: 0.000100 loss_class: 0.734559 loss_bbox: 0.121225 loss_giou: 0.508779 loss_class_aux: 4.552393 loss_bbox_aux: 0.794061 loss_giou_aux: 3.174088 loss_class_dn: 0.363454 loss_bbox_dn: 0.112559 loss_giou_dn: 0.398793 loss_class_aux_dn: 1.962248 loss_bbox_aux_dn: 0.693864 loss_giou_aux_dn: 2.267431 loss: 15.867326 eta: 34 days, 9:12:05 batch_cost: 0.7936 data_cost: 0.0245 ips: 10.0807 images/s [07/26 18:51:27] ppdet.engine INFO: Epoch: [10] [32400/54024] learning_rate: 0.000100 loss_class: 0.738664 loss_bbox: 0.114927 loss_giou: 0.521416 loss_class_aux: 4.545641 loss_bbox_aux: 0.731883 loss_giou_aux: 3.250036 loss_class_dn: 0.350731 loss_bbox_dn: 0.106513 loss_giou_dn: 0.383403 loss_class_aux_dn: 1.887643 loss_bbox_aux_dn: 0.650963 loss_giou_aux_dn: 2.167185 loss: 15.183702 eta: 34 days, 9:09:18 batch_cost: 0.8627 data_cost: 0.0011 ips: 9.2731 images/s [07/26 18:52:53] ppdet.engine INFO: Epoch: [10] [32500/54024] learning_rate: 0.000100 loss_class: 0.704189 loss_bbox: 0.107559 loss_giou: 0.480000 loss_class_aux: 4.349919 loss_bbox_aux: 0.693029 loss_giou_aux: 2.980973 loss_class_dn: 0.344383 loss_bbox_dn: 0.088647 loss_giou_dn: 0.368501 loss_class_aux_dn: 1.839129 loss_bbox_aux_dn: 0.575416 loss_giou_aux_dn: 2.085280 loss: 15.024207 eta: 34 days, 9:04:19 batch_cost: 0.8066 data_cost: 0.0242 ips: 9.9186 images/s [07/26 18:54:27] ppdet.engine INFO: Epoch: [10] [32600/54024] learning_rate: 0.000100 loss_class: 0.677008 loss_bbox: 0.113274 loss_giou: 0.450482 loss_class_aux: 4.277311 loss_bbox_aux: 0.725740 loss_giou_aux: 2.839450 loss_class_dn: 0.333665 loss_bbox_dn: 0.098801 loss_giou_dn: 0.351611 loss_class_aux_dn: 1.810847 loss_bbox_aux_dn: 0.613326 loss_giou_aux_dn: 2.018628 loss: 14.832066 eta: 34 days, 9:03:02 batch_cost: 0.9011 data_cost: 0.0013 ips: 8.8784 images/s [07/26 18:56:20] ppdet.engine INFO: Epoch: [10] [32700/54024] learning_rate: 0.000100 loss_class: 0.704042 loss_bbox: 0.105590 loss_giou: 0.462085 loss_class_aux: 4.372828 loss_bbox_aux: 0.673613 loss_giou_aux: 2.931608 loss_class_dn: 0.334551 loss_bbox_dn: 0.089201 loss_giou_dn: 0.358627 loss_class_aux_dn: 1.815343 loss_bbox_aux_dn: 0.551375 loss_giou_aux_dn: 2.047158 loss: 14.566380 eta: 34 days, 9:08:52 batch_cost: 1.0821 data_cost: 0.0064 ips: 7.3932 images/s [07/26 18:57:54] ppdet.engine INFO: Epoch: [10] [32800/54024] learning_rate: 0.000100 loss_class: 0.700102 loss_bbox: 0.112899 loss_giou: 0.522582 loss_class_aux: 4.299472 loss_bbox_aux: 0.728918 loss_giou_aux: 3.291065 loss_class_dn: 0.352527 loss_bbox_dn: 0.100587 loss_giou_dn: 0.393990 loss_class_aux_dn: 1.883300 loss_bbox_aux_dn: 0.630736 loss_giou_aux_dn: 2.236118 loss: 15.376047 eta: 34 days, 9:07:15 batch_cost: 0.8924 data_cost: 0.0273 ips: 8.9646 images/s [07/26 18:59:22] ppdet.engine INFO: Epoch: [10] [32900/54024] learning_rate: 0.000100 loss_class: 0.726761 loss_bbox: 0.113281 loss_giou: 0.542022 loss_class_aux: 4.532472 loss_bbox_aux: 0.764584 loss_giou_aux: 3.367979 loss_class_dn: 0.346721 loss_bbox_dn: 0.099181 loss_giou_dn: 0.386235 loss_class_aux_dn: 1.911327 loss_bbox_aux_dn: 0.623603 loss_giou_aux_dn: 2.188900 loss: 15.542426 eta: 34 days, 9:03:32 batch_cost: 0.8386 data_cost: 0.0275 ips: 9.5392 images/s [07/26 19:00:53] ppdet.engine INFO: Epoch: [10] [33000/54024] learning_rate: 0.000100 loss_class: 0.690550 loss_bbox: 0.101268 loss_giou: 0.470319 loss_class_aux: 4.246701 loss_bbox_aux: 0.687342 loss_giou_aux: 2.917105 loss_class_dn: 0.332272 loss_bbox_dn: 0.103120 loss_giou_dn: 0.353053 loss_class_aux_dn: 1.812587 loss_bbox_aux_dn: 0.624080 loss_giou_aux_dn: 1.994026 loss: 14.255014 eta: 34 days, 9:00:52 batch_cost: 0.8657 data_cost: 0.0010 ips: 9.2414 images/s [07/26 19:02:27] ppdet.engine INFO: Epoch: [10] [33100/54024] learning_rate: 0.000100 loss_class: 0.678979 loss_bbox: 0.112628 loss_giou: 0.466288 loss_class_aux: 4.268604 loss_bbox_aux: 0.748332 loss_giou_aux: 2.941826 loss_class_dn: 0.338600 loss_bbox_dn: 0.106671 loss_giou_dn: 0.353176 loss_class_aux_dn: 1.861945 loss_bbox_aux_dn: 0.642281 loss_giou_aux_dn: 2.023838 loss: 14.728414 eta: 34 days, 8:59:15 batch_cost: 0.8923 data_cost: 0.0012 ips: 8.9655 images/s [07/26 19:04:14] ppdet.engine INFO: Epoch: [10] [33200/54024] learning_rate: 0.000100 loss_class: 0.679782 loss_bbox: 0.110240 loss_giou: 0.482947 loss_class_aux: 4.252557 loss_bbox_aux: 0.698438 loss_giou_aux: 3.031524 loss_class_dn: 0.331603 loss_bbox_dn: 0.098049 loss_giou_dn: 0.368240 loss_class_aux_dn: 1.814943 loss_bbox_aux_dn: 0.601600 loss_giou_aux_dn: 2.115281 loss: 14.979491 eta: 34 days, 9:02:37 batch_cost: 1.0196 data_cost: 0.0011 ips: 7.8461 images/s [07/26 19:05:35] ppdet.engine INFO: Epoch: [10] [33300/54024] learning_rate: 0.000100 loss_class: 0.701595 loss_bbox: 0.112799 loss_giou: 0.490035 loss_class_aux: 4.354649 loss_bbox_aux: 0.731155 loss_giou_aux: 3.100081 loss_class_dn: 0.347362 loss_bbox_dn: 0.102250 loss_giou_dn: 0.370525 loss_class_aux_dn: 1.886872 loss_bbox_aux_dn: 0.634608 loss_giou_aux_dn: 2.111691 loss: 15.078419 eta: 34 days, 8:55:50 batch_cost: 0.7605 data_cost: 0.0050 ips: 10.5195 images/s [07/26 19:07:00] ppdet.engine INFO: Epoch: [10] [33400/54024] learning_rate: 0.000100 loss_class: 0.718468 loss_bbox: 0.114538 loss_giou: 0.493034 loss_class_aux: 4.430920 loss_bbox_aux: 0.738609 loss_giou_aux: 3.043141 loss_class_dn: 0.361515 loss_bbox_dn: 0.105290 loss_giou_dn: 0.370687 loss_class_aux_dn: 1.957000 loss_bbox_aux_dn: 0.638587 loss_giou_aux_dn: 2.125275 loss: 15.456957 eta: 34 days, 8:51:09 batch_cost: 0.8140 data_cost: 0.0009 ips: 9.8282 images/s [07/26 19:08:38] ppdet.engine INFO: Epoch: [10] [33500/54024] learning_rate: 0.000100 loss_class: 0.703782 loss_bbox: 0.117441 loss_giou: 0.464397 loss_class_aux: 4.312827 loss_bbox_aux: 0.777348 loss_giou_aux: 2.925379 loss_class_dn: 0.351762 loss_bbox_dn: 0.112753 loss_giou_dn: 0.365091 loss_class_aux_dn: 1.924256 loss_bbox_aux_dn: 0.681237 loss_giou_aux_dn: 2.083481 loss: 15.236381 eta: 34 days, 8:51:10 batch_cost: 0.9340 data_cost: 0.1265 ips: 8.5653 images/s [07/26 19:10:03] ppdet.engine INFO: Epoch: [10] [33600/54024] learning_rate: 0.000100 loss_class: 0.714393 loss_bbox: 0.101964 loss_giou: 0.484541 loss_class_aux: 4.374962 loss_bbox_aux: 0.648764 loss_giou_aux: 3.030157 loss_class_dn: 0.355063 loss_bbox_dn: 0.093920 loss_giou_dn: 0.380317 loss_class_aux_dn: 1.948224 loss_bbox_aux_dn: 0.589478 loss_giou_aux_dn: 2.162370 loss: 15.292780 eta: 34 days, 8:46:07 batch_cost: 0.8046 data_cost: 0.0009 ips: 9.9432 images/s [07/26 19:11:49] ppdet.engine INFO: Epoch: [10] [33700/54024] learning_rate: 0.000100 loss_class: 0.657240 loss_bbox: 0.112923 loss_giou: 0.472561 loss_class_aux: 4.124425 loss_bbox_aux: 0.729963 loss_giou_aux: 2.970823 loss_class_dn: 0.334591 loss_bbox_dn: 0.098155 loss_giou_dn: 0.361588 loss_class_aux_dn: 1.822004 loss_bbox_aux_dn: 0.605568 loss_giou_aux_dn: 2.060809 loss: 14.644757 eta: 34 days, 8:49:20 batch_cost: 1.0160 data_cost: 0.0010 ips: 7.8744 images/s [07/26 19:13:26] ppdet.engine INFO: Epoch: [10] [33800/54024] learning_rate: 0.000100 loss_class: 0.697440 loss_bbox: 0.108995 loss_giou: 0.452629 loss_class_aux: 4.373762 loss_bbox_aux: 0.736049 loss_giou_aux: 2.783352 loss_class_dn: 0.336374 loss_bbox_dn: 0.104565 loss_giou_dn: 0.349726 loss_class_aux_dn: 1.810865 loss_bbox_aux_dn: 0.645208 loss_giou_aux_dn: 2.014836 loss: 14.717642 eta: 34 days, 8:48:59 batch_cost: 0.9249 data_cost: 0.0010 ips: 8.6499 images/s [07/26 19:14:55] ppdet.engine INFO: Epoch: [10] [33900/54024] learning_rate: 0.000100 loss_class: 0.669952 loss_bbox: 0.112551 loss_giou: 0.493649 loss_class_aux: 4.192188 loss_bbox_aux: 0.733330 loss_giou_aux: 3.054468 loss_class_dn: 0.339694 loss_bbox_dn: 0.101412 loss_giou_dn: 0.356842 loss_class_aux_dn: 1.843589 loss_bbox_aux_dn: 0.626644 loss_giou_aux_dn: 2.058164 loss: 14.885077 eta: 34 days, 8:45:30 batch_cost: 0.8444 data_cost: 0.0010 ips: 9.4747 images/s [07/26 19:16:20] ppdet.engine INFO: Epoch: [10] [34000/54024] learning_rate: 0.000100 loss_class: 0.730451 loss_bbox: 0.112877 loss_giou: 0.568435 loss_class_aux: 4.583544 loss_bbox_aux: 0.726594 loss_giou_aux: 3.492198 loss_class_dn: 0.381769 loss_bbox_dn: 0.110999 loss_giou_dn: 0.423158 loss_class_aux_dn: 2.065181 loss_bbox_aux_dn: 0.678467 loss_giou_aux_dn: 2.380664 loss: 16.576339 eta: 34 days, 8:40:24 batch_cost: 0.8028 data_cost: 0.0011 ips: 9.9657 images/s [07/26 19:17:49] ppdet.engine INFO: Epoch: [10] [34100/54024] learning_rate: 0.000100 loss_class: 0.662916 loss_bbox: 0.106297 loss_giou: 0.472867 loss_class_aux: 4.083042 loss_bbox_aux: 0.681367 loss_giou_aux: 2.841424 loss_class_dn: 0.315975 loss_bbox_dn: 0.101123 loss_giou_dn: 0.361702 loss_class_aux_dn: 1.718675 loss_bbox_aux_dn: 0.622662 loss_giou_aux_dn: 2.042334 loss: 14.142174 eta: 34 days, 8:36:37 batch_cost: 0.8366 data_cost: 0.0010 ips: 9.5628 images/s [07/26 19:19:21] ppdet.engine INFO: Epoch: [10] [34200/54024] learning_rate: 0.000100 loss_class: 0.651296 loss_bbox: 0.108888 loss_giou: 0.485089 loss_class_aux: 4.169236 loss_bbox_aux: 0.708798 loss_giou_aux: 3.020692 loss_class_dn: 0.327309 loss_bbox_dn: 0.095268 loss_giou_dn: 0.361736 loss_class_aux_dn: 1.774278 loss_bbox_aux_dn: 0.609141 loss_giou_aux_dn: 2.060469 loss: 14.435044 eta: 34 days, 8:34:33 batch_cost: 0.8806 data_cost: 0.0064 ips: 9.0844 images/s [07/26 19:20:50] ppdet.engine INFO: Epoch: [10] [34300/54024] learning_rate: 0.000100 loss_class: 0.683716 loss_bbox: 0.105872 loss_giou: 0.474336 loss_class_aux: 4.224994 loss_bbox_aux: 0.692394 loss_giou_aux: 2.953321 loss_class_dn: 0.346918 loss_bbox_dn: 0.098213 loss_giou_dn: 0.346536 loss_class_aux_dn: 1.861325 loss_bbox_aux_dn: 0.608866 loss_giou_aux_dn: 1.989012 loss: 14.848402 eta: 34 days, 8:30:49 batch_cost: 0.8376 data_cost: 0.0010 ips: 9.5509 images/s [07/26 19:22:17] ppdet.engine INFO: Epoch: [10] [34400/54024] learning_rate: 0.000100 loss_class: 0.688622 loss_bbox: 0.108767 loss_giou: 0.484447 loss_class_aux: 4.327005 loss_bbox_aux: 0.718340 loss_giou_aux: 2.990111 loss_class_dn: 0.349426 loss_bbox_dn: 0.104013 loss_giou_dn: 0.353054 loss_class_aux_dn: 1.885479 loss_bbox_aux_dn: 0.636879 loss_giou_aux_dn: 2.044510 loss: 15.002325 eta: 34 days, 8:26:28 batch_cost: 0.8217 data_cost: 0.0231 ips: 9.7356 images/s [07/26 19:23:51] ppdet.engine INFO: Epoch: [10] [34500/54024] learning_rate: 0.000100 loss_class: 0.721336 loss_bbox: 0.105541 loss_giou: 0.513264 loss_class_aux: 4.505200 loss_bbox_aux: 0.697872 loss_giou_aux: 3.202151 loss_class_dn: 0.365996 loss_bbox_dn: 0.101869 loss_giou_dn: 0.392094 loss_class_aux_dn: 1.977934 loss_bbox_aux_dn: 0.608546 loss_giou_aux_dn: 2.223916 loss: 15.539622 eta: 34 days, 8:25:05 batch_cost: 0.8980 data_cost: 0.0010 ips: 8.9090 images/s [07/26 19:25:15] ppdet.engine INFO: Epoch: [10] [34600/54024] learning_rate: 0.000100 loss_class: 0.665511 loss_bbox: 0.100647 loss_giou: 0.467158 loss_class_aux: 4.146611 loss_bbox_aux: 0.671744 loss_giou_aux: 2.968533 loss_class_dn: 0.327692 loss_bbox_dn: 0.095209 loss_giou_dn: 0.367826 loss_class_aux_dn: 1.745303 loss_bbox_aux_dn: 0.568851 loss_giou_aux_dn: 2.135864 loss: 14.573005 eta: 34 days, 8:19:35 batch_cost: 0.7918 data_cost: 0.0033 ips: 10.1031 images/s [07/26 19:26:42] ppdet.engine INFO: Epoch: [10] [34700/54024] learning_rate: 0.000100 loss_class: 0.667740 loss_bbox: 0.106644 loss_giou: 0.456693 loss_class_aux: 4.114723 loss_bbox_aux: 0.710182 loss_giou_aux: 2.923549 loss_class_dn: 0.330229 loss_bbox_dn: 0.097104 loss_giou_dn: 0.360044 loss_class_aux_dn: 1.784078 loss_bbox_aux_dn: 0.614643 loss_giou_aux_dn: 2.064565 loss: 14.289192 eta: 34 days, 8:15:16 batch_cost: 0.8224 data_cost: 0.0010 ips: 9.7280 images/s [07/26 19:28:07] ppdet.engine INFO: Epoch: [10] [34800/54024] learning_rate: 0.000100 loss_class: 0.709344 loss_bbox: 0.106827 loss_giou: 0.511699 loss_class_aux: 4.448866 loss_bbox_aux: 0.721127 loss_giou_aux: 3.226318 loss_class_dn: 0.356903 loss_bbox_dn: 0.089836 loss_giou_dn: 0.379223 loss_class_aux_dn: 1.913759 loss_bbox_aux_dn: 0.570161 loss_giou_aux_dn: 2.180391 loss: 15.280281 eta: 34 days, 8:10:37 batch_cost: 0.8134 data_cost: 0.0305 ips: 9.8349 images/s [07/26 19:29:32] ppdet.engine INFO: Epoch: [10] [34900/54024] learning_rate: 0.000100 loss_class: 0.675394 loss_bbox: 0.117505 loss_giou: 0.497414 loss_class_aux: 4.166335 loss_bbox_aux: 0.746728 loss_giou_aux: 3.085923 loss_class_dn: 0.344769 loss_bbox_dn: 0.097285 loss_giou_dn: 0.374607 loss_class_aux_dn: 1.867041 loss_bbox_aux_dn: 0.634484 loss_giou_aux_dn: 2.106683 loss: 15.022677 eta: 34 days, 8:05:28 batch_cost: 0.8004 data_cost: 0.0010 ips: 9.9949 images/s [07/26 19:30:56] ppdet.engine INFO: Epoch: [10] [35000/54024] learning_rate: 0.000100 loss_class: 0.672443 loss_bbox: 0.112224 loss_giou: 0.486943 loss_class_aux: 4.176436 loss_bbox_aux: 0.724732 loss_giou_aux: 3.087616 loss_class_dn: 0.338890 loss_bbox_dn: 0.110752 loss_giou_dn: 0.375673 loss_class_aux_dn: 1.826966 loss_bbox_aux_dn: 0.673377 loss_giou_aux_dn: 2.120632 loss: 14.849058 eta: 34 days, 8:00:02 batch_cost: 0.7929 data_cost: 0.0010 ips: 10.0892 images/s [07/26 19:32:25] ppdet.engine INFO: Epoch: [10] [35100/54024] learning_rate: 0.000100 loss_class: 0.707661 loss_bbox: 0.113685 loss_giou: 0.502629 loss_class_aux: 4.390894 loss_bbox_aux: 0.746099 loss_giou_aux: 3.180235 loss_class_dn: 0.343226 loss_bbox_dn: 0.100585 loss_giou_dn: 0.385490 loss_class_aux_dn: 1.842714 loss_bbox_aux_dn: 0.616504 loss_giou_aux_dn: 2.189882 loss: 15.400765 eta: 34 days, 7:56:15 batch_cost: 0.8360 data_cost: 0.0019 ips: 9.5693 images/s [07/26 19:34:00] ppdet.engine INFO: Epoch: [10] [35200/54024] learning_rate: 0.000100 loss_class: 0.712878 loss_bbox: 0.113248 loss_giou: 0.536220 loss_class_aux: 4.379321 loss_bbox_aux: 0.745292 loss_giou_aux: 3.318422 loss_class_dn: 0.358803 loss_bbox_dn: 0.106510 loss_giou_dn: 0.379009 loss_class_aux_dn: 1.926357 loss_bbox_aux_dn: 0.640208 loss_giou_aux_dn: 2.187557 loss: 15.468974 eta: 34 days, 7:55:15 batch_cost: 0.9073 data_cost: 0.0010 ips: 8.8171 images/s [07/26 19:35:26] ppdet.engine INFO: Epoch: [10] [35300/54024] learning_rate: 0.000100 loss_class: 0.739893 loss_bbox: 0.108183 loss_giou: 0.505194 loss_class_aux: 4.478958 loss_bbox_aux: 0.729014 loss_giou_aux: 3.188899 loss_class_dn: 0.347995 loss_bbox_dn: 0.109054 loss_giou_dn: 0.382439 loss_class_aux_dn: 1.899312 loss_bbox_aux_dn: 0.652268 loss_giou_aux_dn: 2.191532 loss: 15.247807 eta: 34 days, 7:50:34 batch_cost: 0.8124 data_cost: 0.0016 ips: 9.8469 images/s [07/26 19:37:19] ppdet.engine INFO: Epoch: [10] [35400/54024] learning_rate: 0.000100 loss_class: 0.697502 loss_bbox: 0.099545 loss_giou: 0.465013 loss_class_aux: 4.302523 loss_bbox_aux: 0.657312 loss_giou_aux: 2.917213 loss_class_dn: 0.325727 loss_bbox_dn: 0.102242 loss_giou_dn: 0.347162 loss_class_aux_dn: 1.770680 loss_bbox_aux_dn: 0.645754 loss_giou_aux_dn: 1.970939 loss: 14.010775 eta: 34 days, 7:56:34 batch_cost: 1.0893 data_cost: 0.0010 ips: 7.3442 images/s [07/26 19:38:49] ppdet.engine INFO: Epoch: [10] [35500/54024] learning_rate: 0.000100 loss_class: 0.725333 loss_bbox: 0.111389 loss_giou: 0.479116 loss_class_aux: 4.498890 loss_bbox_aux: 0.730565 loss_giou_aux: 2.990586 loss_class_dn: 0.353767 loss_bbox_dn: 0.101078 loss_giou_dn: 0.381522 loss_class_aux_dn: 1.942563 loss_bbox_aux_dn: 0.628980 loss_giou_aux_dn: 2.128348 loss: 15.559274 eta: 34 days, 7:53:26 batch_cost: 0.8524 data_cost: 0.0011 ips: 9.3851 images/s [07/26 19:40:43] ppdet.engine INFO: Epoch: [10] [35600/54024] learning_rate: 0.000100 loss_class: 0.678981 loss_bbox: 0.116786 loss_giou: 0.488314 loss_class_aux: 4.138933 loss_bbox_aux: 0.774502 loss_giou_aux: 3.067541 loss_class_dn: 0.354693 loss_bbox_dn: 0.105441 loss_giou_dn: 0.371086 loss_class_aux_dn: 1.923602 loss_bbox_aux_dn: 0.639490 loss_giou_aux_dn: 2.141977 loss: 15.210476 eta: 34 days, 7:59:40 batch_cost: 1.0960 data_cost: 0.0216 ips: 7.2993 images/s [07/26 19:42:08] ppdet.engine INFO: Epoch: [10] [35700/54024] learning_rate: 0.000100 loss_class: 0.683467 loss_bbox: 0.110334 loss_giou: 0.482256 loss_class_aux: 4.295734 loss_bbox_aux: 0.703186 loss_giou_aux: 3.032291 loss_class_dn: 0.335296 loss_bbox_dn: 0.101131 loss_giou_dn: 0.354190 loss_class_aux_dn: 1.816446 loss_bbox_aux_dn: 0.617770 loss_giou_aux_dn: 2.050629 loss: 14.854838 eta: 34 days, 7:54:41 batch_cost: 0.8042 data_cost: 0.0010 ips: 9.9477 images/s [07/26 19:43:35] ppdet.engine INFO: Epoch: [10] [35800/54024] learning_rate: 0.000100 loss_class: 0.717627 loss_bbox: 0.121093 loss_giou: 0.515026 loss_class_aux: 4.458130 loss_bbox_aux: 0.761568 loss_giou_aux: 3.174789 loss_class_dn: 0.350903 loss_bbox_dn: 0.115260 loss_giou_dn: 0.380953 loss_class_aux_dn: 1.903768 loss_bbox_aux_dn: 0.699661 loss_giou_aux_dn: 2.130769 loss: 15.189859 eta: 34 days, 7:50:31 batch_cost: 0.8254 data_cost: 0.0010 ips: 9.6928 images/s [07/26 19:45:00] ppdet.engine INFO: Epoch: [10] [35900/54024] learning_rate: 0.000100 loss_class: 0.674434 loss_bbox: 0.102011 loss_giou: 0.479172 loss_class_aux: 4.222859 loss_bbox_aux: 0.661322 loss_giou_aux: 3.044918 loss_class_dn: 0.344025 loss_bbox_dn: 0.091484 loss_giou_dn: 0.361362 loss_class_aux_dn: 1.869665 loss_bbox_aux_dn: 0.571356 loss_giou_aux_dn: 2.092729 loss: 15.002210 eta: 34 days, 7:45:28 batch_cost: 0.8021 data_cost: 0.0010 ips: 9.9736 images/s [07/26 19:46:40] ppdet.engine INFO: Epoch: [10] [36000/54024] learning_rate: 0.000100 loss_class: 0.703494 loss_bbox: 0.110058 loss_giou: 0.501670 loss_class_aux: 4.381204 loss_bbox_aux: 0.710246 loss_giou_aux: 3.146242 loss_class_dn: 0.348034 loss_bbox_dn: 0.103294 loss_giou_dn: 0.381636 loss_class_aux_dn: 1.860307 loss_bbox_aux_dn: 0.628422 loss_giou_aux_dn: 2.156206 loss: 15.303170 eta: 34 days, 7:46:14 batch_cost: 0.9541 data_cost: 0.0010 ips: 8.3848 images/s [07/26 19:48:11] ppdet.engine INFO: Epoch: [10] [36100/54024] learning_rate: 0.000100 loss_class: 0.701165 loss_bbox: 0.112239 loss_giou: 0.490904 loss_class_aux: 4.363373 loss_bbox_aux: 0.737809 loss_giou_aux: 3.100477 loss_class_dn: 0.350545 loss_bbox_dn: 0.102572 loss_giou_dn: 0.372003 loss_class_aux_dn: 1.908025 loss_bbox_aux_dn: 0.639829 loss_giou_aux_dn: 2.124665 loss: 15.217553 eta: 34 days, 7:43:24 batch_cost: 0.8597 data_cost: 0.0018 ips: 9.3053 images/s [07/26 19:49:36] ppdet.engine INFO: Epoch: [10] [36200/54024] learning_rate: 0.000100 loss_class: 0.683737 loss_bbox: 0.108447 loss_giou: 0.481745 loss_class_aux: 4.271220 loss_bbox_aux: 0.694868 loss_giou_aux: 3.020895 loss_class_dn: 0.336149 loss_bbox_dn: 0.102536 loss_giou_dn: 0.360399 loss_class_aux_dn: 1.821065 loss_bbox_aux_dn: 0.622759 loss_giou_aux_dn: 2.086704 loss: 14.489785 eta: 34 days, 7:38:27 batch_cost: 0.8047 data_cost: 0.0107 ips: 9.9422 images/s [07/26 19:51:15] ppdet.engine INFO: Epoch: [10] [36300/54024] learning_rate: 0.000100 loss_class: 0.718242 loss_bbox: 0.118113 loss_giou: 0.456329 loss_class_aux: 4.541334 loss_bbox_aux: 0.765031 loss_giou_aux: 2.851650 loss_class_dn: 0.342058 loss_bbox_dn: 0.110896 loss_giou_dn: 0.362019 loss_class_aux_dn: 1.844791 loss_bbox_aux_dn: 0.669276 loss_giou_aux_dn: 2.051363 loss: 15.195932 eta: 34 days, 7:39:01 batch_cost: 0.9490 data_cost: 0.0010 ips: 8.4297 images/s [07/26 19:52:54] ppdet.engine INFO: Epoch: [10] [36400/54024] learning_rate: 0.000100 loss_class: 0.710461 loss_bbox: 0.112094 loss_giou: 0.499204 loss_class_aux: 4.420750 loss_bbox_aux: 0.720546 loss_giou_aux: 3.127264 loss_class_dn: 0.359961 loss_bbox_dn: 0.108034 loss_giou_dn: 0.384236 loss_class_aux_dn: 1.953861 loss_bbox_aux_dn: 0.670367 loss_giou_aux_dn: 2.202574 loss: 15.789176 eta: 34 days, 7:39:20 batch_cost: 0.9419 data_cost: 0.0010 ips: 8.4937 images/s [07/26 19:54:27] ppdet.engine INFO: Epoch: [10] [36500/54024] learning_rate: 0.000100 loss_class: 0.708472 loss_bbox: 0.119621 loss_giou: 0.505729 loss_class_aux: 4.363129 loss_bbox_aux: 0.782521 loss_giou_aux: 3.153780 loss_class_dn: 0.348445 loss_bbox_dn: 0.107824 loss_giou_dn: 0.384048 loss_class_aux_dn: 1.892706 loss_bbox_aux_dn: 0.656485 loss_giou_aux_dn: 2.173257 loss: 15.114558 eta: 34 days, 7:37:12 batch_cost: 0.8785 data_cost: 0.0009 ips: 9.1067 images/s [07/26 19:56:00] ppdet.engine INFO: Epoch: [10] [36600/54024] learning_rate: 0.000100 loss_class: 0.720938 loss_bbox: 0.110675 loss_giou: 0.517702 loss_class_aux: 4.537544 loss_bbox_aux: 0.742228 loss_giou_aux: 3.240537 loss_class_dn: 0.358772 loss_bbox_dn: 0.100419 loss_giou_dn: 0.383261 loss_class_aux_dn: 1.894921 loss_bbox_aux_dn: 0.623021 loss_giou_aux_dn: 2.175668 loss: 15.669962 eta: 34 days, 7:35:08 batch_cost: 0.8800 data_cost: 0.0009 ips: 9.0909 images/s [07/26 19:57:31] ppdet.engine INFO: Epoch: [10] [36700/54024] learning_rate: 0.000100 loss_class: 0.660029 loss_bbox: 0.111254 loss_giou: 0.438725 loss_class_aux: 4.049387 loss_bbox_aux: 0.728251 loss_giou_aux: 2.720938 loss_class_dn: 0.323256 loss_bbox_dn: 0.101606 loss_giou_dn: 0.336559 loss_class_aux_dn: 1.752118 loss_bbox_aux_dn: 0.643634 loss_giou_aux_dn: 1.933949 loss: 14.231896 eta: 34 days, 7:32:40 batch_cost: 0.8694 data_cost: 0.0010 ips: 9.2017 images/s [07/26 19:59:11] ppdet.engine INFO: Epoch: [10] [36800/54024] learning_rate: 0.000100 loss_class: 0.706317 loss_bbox: 0.109723 loss_giou: 0.465951 loss_class_aux: 4.357196 loss_bbox_aux: 0.730012 loss_giou_aux: 2.885220 loss_class_dn: 0.334740 loss_bbox_dn: 0.101861 loss_giou_dn: 0.374755 loss_class_aux_dn: 1.784495 loss_bbox_aux_dn: 0.624415 loss_giou_aux_dn: 2.133710 loss: 14.474939 eta: 34 days, 7:33:18 batch_cost: 0.9506 data_cost: 0.0009 ips: 8.4156 images/s [07/26 20:00:43] ppdet.engine INFO: Epoch: [10] [36900/54024] learning_rate: 0.000100 loss_class: 0.704888 loss_bbox: 0.113296 loss_giou: 0.491890 loss_class_aux: 4.336509 loss_bbox_aux: 0.746362 loss_giou_aux: 3.095046 loss_class_dn: 0.356551 loss_bbox_dn: 0.098265 loss_giou_dn: 0.379577 loss_class_aux_dn: 1.912581 loss_bbox_aux_dn: 0.598717 loss_giou_aux_dn: 2.176670 loss: 15.975005 eta: 34 days, 7:30:51 batch_cost: 0.8698 data_cost: 0.0010 ips: 9.1976 images/s [07/26 20:02:19] ppdet.engine INFO: Epoch: [10] [37000/54024] learning_rate: 0.000100 loss_class: 0.671388 loss_bbox: 0.104047 loss_giou: 0.463415 loss_class_aux: 4.216011 loss_bbox_aux: 0.696219 loss_giou_aux: 2.893494 loss_class_dn: 0.323684 loss_bbox_dn: 0.105895 loss_giou_dn: 0.351956 loss_class_aux_dn: 1.773861 loss_bbox_aux_dn: 0.625016 loss_giou_aux_dn: 1.989385 loss: 14.463011 eta: 34 days, 7:30:19 batch_cost: 0.9199 data_cost: 0.0010 ips: 8.6967 images/s [07/26 20:03:50] ppdet.engine INFO: Epoch: [10] [37100/54024] learning_rate: 0.000100 loss_class: 0.673115 loss_bbox: 0.106066 loss_giou: 0.477939 loss_class_aux: 4.121840 loss_bbox_aux: 0.695500 loss_giou_aux: 2.968446 loss_class_dn: 0.318680 loss_bbox_dn: 0.102216 loss_giou_dn: 0.354885 loss_class_aux_dn: 1.708960 loss_bbox_aux_dn: 0.611900 loss_giou_aux_dn: 2.018154 loss: 14.328334 eta: 34 days, 7:27:36 batch_cost: 0.8629 data_cost: 0.0388 ips: 9.2713 images/s [07/26 20:05:20] ppdet.engine INFO: Epoch: [10] [37200/54024] learning_rate: 0.000100 loss_class: 0.723924 loss_bbox: 0.106618 loss_giou: 0.496324 loss_class_aux: 4.594101 loss_bbox_aux: 0.704513 loss_giou_aux: 3.159754 loss_class_dn: 0.381457 loss_bbox_dn: 0.099619 loss_giou_dn: 0.388562 loss_class_aux_dn: 2.044866 loss_bbox_aux_dn: 0.624740 loss_giou_aux_dn: 2.217721 loss: 15.733168 eta: 34 days, 7:24:22 batch_cost: 0.8493 data_cost: 0.0199 ips: 9.4200 images/s [07/26 20:06:51] ppdet.engine INFO: Epoch: [10] [37300/54024] learning_rate: 0.000100 loss_class: 0.682968 loss_bbox: 0.114201 loss_giou: 0.501497 loss_class_aux: 4.268059 loss_bbox_aux: 0.750492 loss_giou_aux: 3.134883 loss_class_dn: 0.365819 loss_bbox_dn: 0.098932 loss_giou_dn: 0.387605 loss_class_aux_dn: 1.966386 loss_bbox_aux_dn: 0.631072 loss_giou_aux_dn: 2.215104 loss: 15.823442 eta: 34 days, 7:21:43 batch_cost: 0.8641 data_cost: 0.0158 ips: 9.2577 images/s [07/26 20:08:42] ppdet.engine INFO: Epoch: [10] [37400/54024] learning_rate: 0.000100 loss_class: 0.680688 loss_bbox: 0.116491 loss_giou: 0.475144 loss_class_aux: 4.240186 loss_bbox_aux: 0.738703 loss_giou_aux: 2.955921 loss_class_dn: 0.336187 loss_bbox_dn: 0.108595 loss_giou_dn: 0.356738 loss_class_aux_dn: 1.840136 loss_bbox_aux_dn: 0.656779 loss_giou_aux_dn: 1.997313 loss: 14.700552 eta: 34 days, 7:26:44 batch_cost: 1.0666 data_cost: 0.1175 ips: 7.5002 images/s [07/26 20:10:18] ppdet.engine INFO: Epoch: [10] [37500/54024] learning_rate: 0.000100 loss_class: 0.696297 loss_bbox: 0.111643 loss_giou: 0.449017 loss_class_aux: 4.291624 loss_bbox_aux: 0.720191 loss_giou_aux: 2.827081 loss_class_dn: 0.342997 loss_bbox_dn: 0.100719 loss_giou_dn: 0.355600 loss_class_aux_dn: 1.850256 loss_bbox_aux_dn: 0.633261 loss_giou_aux_dn: 2.052894 loss: 14.803356 eta: 34 days, 7:25:41 batch_cost: 0.9064 data_cost: 0.0011 ips: 8.8257 images/s [07/26 20:11:48] ppdet.engine INFO: Epoch: [10] [37600/54024] learning_rate: 0.000100 loss_class: 0.679068 loss_bbox: 0.106321 loss_giou: 0.462693 loss_class_aux: 4.165498 loss_bbox_aux: 0.706581 loss_giou_aux: 2.870325 loss_class_dn: 0.334274 loss_bbox_dn: 0.100940 loss_giou_dn: 0.357099 loss_class_aux_dn: 1.809436 loss_bbox_aux_dn: 0.627113 loss_giou_aux_dn: 2.033161 loss: 14.600838 eta: 34 days, 7:22:45 batch_cost: 0.8573 data_cost: 0.0010 ips: 9.3321 images/s [07/26 20:13:17] ppdet.engine INFO: Epoch: [10] [37700/54024] learning_rate: 0.000100 loss_class: 0.686454 loss_bbox: 0.105917 loss_giou: 0.539908 loss_class_aux: 4.326130 loss_bbox_aux: 0.690093 loss_giou_aux: 3.406168 loss_class_dn: 0.341167 loss_bbox_dn: 0.103797 loss_giou_dn: 0.398599 loss_class_aux_dn: 1.825454 loss_bbox_aux_dn: 0.670856 loss_giou_aux_dn: 2.238837 loss: 14.788024 eta: 34 days, 7:19:24 batch_cost: 0.8457 data_cost: 0.0289 ips: 9.4599 images/s [07/26 20:14:41] ppdet.engine INFO: Epoch: [10] [37800/54024] learning_rate: 0.000100 loss_class: 0.658472 loss_bbox: 0.109647 loss_giou: 0.466784 loss_class_aux: 4.086107 loss_bbox_aux: 0.704660 loss_giou_aux: 2.960664 loss_class_dn: 0.319707 loss_bbox_dn: 0.101209 loss_giou_dn: 0.348204 loss_class_aux_dn: 1.724684 loss_bbox_aux_dn: 0.612829 loss_giou_aux_dn: 2.019431 loss: 14.121839 eta: 34 days, 7:14:12 batch_cost: 0.7972 data_cost: 0.0012 ips: 10.0357 images/s [07/26 20:16:10] ppdet.engine INFO: Epoch: [10] [37900/54024] learning_rate: 0.000100 loss_class: 0.693738 loss_bbox: 0.106350 loss_giou: 0.522841 loss_class_aux: 4.231436 loss_bbox_aux: 0.694736 loss_giou_aux: 3.271175 loss_class_dn: 0.363022 loss_bbox_dn: 0.093593 loss_giou_dn: 0.404324 loss_class_aux_dn: 1.938954 loss_bbox_aux_dn: 0.585685 loss_giou_aux_dn: 2.312161 loss: 15.475551 eta: 34 days, 7:10:50 batch_cost: 0.8451 data_cost: 0.0448 ips: 9.4659 images/s [07/26 20:17:34] ppdet.engine INFO: Epoch: [10] [38000/54024] learning_rate: 0.000100 loss_class: 0.741106 loss_bbox: 0.116633 loss_giou: 0.536357 loss_class_aux: 4.534777 loss_bbox_aux: 0.763099 loss_giou_aux: 3.326117 loss_class_dn: 0.363671 loss_bbox_dn: 0.100780 loss_giou_dn: 0.405617 loss_class_aux_dn: 1.970831 loss_bbox_aux_dn: 0.616979 loss_giou_aux_dn: 2.284838 loss: 15.791098 eta: 34 days, 7:05:38 batch_cost: 0.7971 data_cost: 0.0151 ips: 10.0366 images/s [07/26 20:19:03] ppdet.engine INFO: Epoch: [10] [38100/54024] learning_rate: 0.000100 loss_class: 0.746180 loss_bbox: 0.116715 loss_giou: 0.534780 loss_class_aux: 4.643298 loss_bbox_aux: 0.751409 loss_giou_aux: 3.300612 loss_class_dn: 0.353242 loss_bbox_dn: 0.105320 loss_giou_dn: 0.384217 loss_class_aux_dn: 1.928480 loss_bbox_aux_dn: 0.632875 loss_giou_aux_dn: 2.225547 loss: 15.441849 eta: 34 days, 7:02:11 batch_cost: 0.8426 data_cost: 0.0011 ips: 9.4942 images/s [07/26 20:20:44] ppdet.engine INFO: Epoch: [10] [38200/54024] learning_rate: 0.000100 loss_class: 0.693975 loss_bbox: 0.110046 loss_giou: 0.501632 loss_class_aux: 4.340208 loss_bbox_aux: 0.756121 loss_giou_aux: 3.147298 loss_class_dn: 0.351306 loss_bbox_dn: 0.092274 loss_giou_dn: 0.377939 loss_class_aux_dn: 1.888987 loss_bbox_aux_dn: 0.569638 loss_giou_aux_dn: 2.186139 loss: 15.490657 eta: 34 days, 7:03:12 batch_cost: 0.9616 data_cost: 0.0009 ips: 8.3197 images/s [07/26 20:22:16] ppdet.engine INFO: Epoch: [10] [38300/54024] learning_rate: 0.000100 loss_class: 0.669639 loss_bbox: 0.109781 loss_giou: 0.459085 loss_class_aux: 4.245458 loss_bbox_aux: 0.713149 loss_giou_aux: 2.930143 loss_class_dn: 0.328127 loss_bbox_dn: 0.103217 loss_giou_dn: 0.354163 loss_class_aux_dn: 1.791627 loss_bbox_aux_dn: 0.643576 loss_giou_aux_dn: 1.998217 loss: 14.630390 eta: 34 days, 7:00:58 batch_cost: 0.8748 data_cost: 0.0721 ips: 9.1450 images/s [07/26 20:23:42] ppdet.engine INFO: Epoch: [10] [38400/54024] learning_rate: 0.000100 loss_class: 0.713420 loss_bbox: 0.114860 loss_giou: 0.569501 loss_class_aux: 4.399781 loss_bbox_aux: 0.743061 loss_giou_aux: 3.579313 loss_class_dn: 0.357842 loss_bbox_dn: 0.106438 loss_giou_dn: 0.409005 loss_class_aux_dn: 1.895968 loss_bbox_aux_dn: 0.642733 loss_giou_aux_dn: 2.337992 loss: 15.821023 eta: 34 days, 6:56:39 batch_cost: 0.8201 data_cost: 0.0012 ips: 9.7553 images/s [07/26 20:25:22] ppdet.engine INFO: Epoch: [10] [38500/54024] learning_rate: 0.000100 loss_class: 0.708583 loss_bbox: 0.112797 loss_giou: 0.509490 loss_class_aux: 4.444086 loss_bbox_aux: 0.733209 loss_giou_aux: 3.179832 loss_class_dn: 0.355311 loss_bbox_dn: 0.104530 loss_giou_dn: 0.401224 loss_class_aux_dn: 1.933771 loss_bbox_aux_dn: 0.649183 loss_giou_aux_dn: 2.249314 loss: 15.869502 eta: 34 days, 6:57:22 batch_cost: 0.9534 data_cost: 0.0010 ips: 8.3906 images/s [07/26 20:26:55] ppdet.engine INFO: Epoch: [10] [38600/54024] learning_rate: 0.000100 loss_class: 0.672125 loss_bbox: 0.112686 loss_giou: 0.481864 loss_class_aux: 4.185771 loss_bbox_aux: 0.713942 loss_giou_aux: 2.994682 loss_class_dn: 0.326456 loss_bbox_dn: 0.100981 loss_giou_dn: 0.366908 loss_class_aux_dn: 1.775960 loss_bbox_aux_dn: 0.629415 loss_giou_aux_dn: 2.089396 loss: 14.481331 eta: 34 days, 6:55:10 batch_cost: 0.8757 data_cost: 0.0013 ips: 9.1357 images/s [07/26 20:28:20] ppdet.engine INFO: Epoch: [10] [38700/54024] learning_rate: 0.000100 loss_class: 0.701318 loss_bbox: 0.105103 loss_giou: 0.477592 loss_class_aux: 4.283821 loss_bbox_aux: 0.690357 loss_giou_aux: 2.967416 loss_class_dn: 0.339921 loss_bbox_dn: 0.095256 loss_giou_dn: 0.367715 loss_class_aux_dn: 1.858291 loss_bbox_aux_dn: 0.595424 loss_giou_aux_dn: 2.108700 loss: 14.995417 eta: 34 days, 6:50:38 batch_cost: 0.8139 data_cost: 0.0010 ips: 9.8293 images/s [07/26 20:29:51] ppdet.engine INFO: Epoch: [10] [38800/54024] learning_rate: 0.000100 loss_class: 0.666938 loss_bbox: 0.108603 loss_giou: 0.468259 loss_class_aux: 4.151060 loss_bbox_aux: 0.709431 loss_giou_aux: 2.908067 loss_class_dn: 0.334651 loss_bbox_dn: 0.104977 loss_giou_dn: 0.360121 loss_class_aux_dn: 1.825602 loss_bbox_aux_dn: 0.640946 loss_giou_aux_dn: 2.023813 loss: 14.668884 eta: 34 days, 6:47:57 batch_cost: 0.8632 data_cost: 0.0010 ips: 9.2681 images/s [07/26 20:31:14] ppdet.engine INFO: Epoch: [10] [38900/54024] learning_rate: 0.000100 loss_class: 0.649640 loss_bbox: 0.106664 loss_giou: 0.445151 loss_class_aux: 4.003424 loss_bbox_aux: 0.696603 loss_giou_aux: 2.842536 loss_class_dn: 0.325066 loss_bbox_dn: 0.101469 loss_giou_dn: 0.352954 loss_class_aux_dn: 1.775562 loss_bbox_aux_dn: 0.632275 loss_giou_aux_dn: 2.015826 loss: 14.514637 eta: 34 days, 6:42:06 batch_cost: 0.7785 data_cost: 0.0010 ips: 10.2766 images/s [07/26 20:32:51] ppdet.engine INFO: Epoch: [10] [39000/54024] learning_rate: 0.000100 loss_class: 0.701466 loss_bbox: 0.108320 loss_giou: 0.498789 loss_class_aux: 4.214368 loss_bbox_aux: 0.709958 loss_giou_aux: 3.055681 loss_class_dn: 0.348380 loss_bbox_dn: 0.102356 loss_giou_dn: 0.383160 loss_class_aux_dn: 1.894248 loss_bbox_aux_dn: 0.617932 loss_giou_aux_dn: 2.167970 loss: 15.263634 eta: 34 days, 6:41:40 batch_cost: 0.9229 data_cost: 0.0077 ips: 8.6684 images/s [07/26 20:34:14] ppdet.engine INFO: Epoch: [10] [39100/54024] learning_rate: 0.000100 loss_class: 0.632086 loss_bbox: 0.106803 loss_giou: 0.500055 loss_class_aux: 3.883786 loss_bbox_aux: 0.697261 loss_giou_aux: 3.092757 loss_class_dn: 0.323421 loss_bbox_dn: 0.091905 loss_giou_dn: 0.369632 loss_class_aux_dn: 1.728809 loss_bbox_aux_dn: 0.552871 loss_giou_aux_dn: 2.104122 loss: 14.509572 eta: 34 days, 6:36:03 batch_cost: 0.7846 data_cost: 0.0010 ips: 10.1965 images/s [07/26 20:35:40] ppdet.engine INFO: Epoch: [10] [39200/54024] learning_rate: 0.000100 loss_class: 0.692271 loss_bbox: 0.108549 loss_giou: 0.488214 loss_class_aux: 4.227911 loss_bbox_aux: 0.715823 loss_giou_aux: 3.125442 loss_class_dn: 0.343554 loss_bbox_dn: 0.099992 loss_giou_dn: 0.366609 loss_class_aux_dn: 1.850103 loss_bbox_aux_dn: 0.614647 loss_giou_aux_dn: 2.136616 loss: 14.931371 eta: 34 days, 6:31:36 batch_cost: 0.8154 data_cost: 0.0010 ips: 9.8107 images/s [07/26 20:37:12] ppdet.engine INFO: Epoch: [10] [39300/54024] learning_rate: 0.000100 loss_class: 0.690290 loss_bbox: 0.106861 loss_giou: 0.504643 loss_class_aux: 4.221110 loss_bbox_aux: 0.727042 loss_giou_aux: 3.104756 loss_class_dn: 0.355340 loss_bbox_dn: 0.090406 loss_giou_dn: 0.384780 loss_class_aux_dn: 1.915355 loss_bbox_aux_dn: 0.574775 loss_giou_aux_dn: 2.188118 loss: 15.654976 eta: 34 days, 6:29:10 batch_cost: 0.8696 data_cost: 0.0010 ips: 9.1991 images/s [07/26 20:38:38] ppdet.engine INFO: Epoch: [10] [39400/54024] learning_rate: 0.000100 loss_class: 0.716179 loss_bbox: 0.117502 loss_giou: 0.500020 loss_class_aux: 4.434045 loss_bbox_aux: 0.762729 loss_giou_aux: 3.222593 loss_class_dn: 0.342371 loss_bbox_dn: 0.105093 loss_giou_dn: 0.394867 loss_class_aux_dn: 1.864014 loss_bbox_aux_dn: 0.651937 loss_giou_aux_dn: 2.221174 loss: 15.274350 eta: 34 days, 6:24:32 batch_cost: 0.8105 data_cost: 0.0012 ips: 9.8703 images/s [07/26 20:40:11] ppdet.engine INFO: Epoch: [10] [39500/54024] learning_rate: 0.000100 loss_class: 0.710751 loss_bbox: 0.116475 loss_giou: 0.508575 loss_class_aux: 4.349558 loss_bbox_aux: 0.751517 loss_giou_aux: 3.132123 loss_class_dn: 0.349313 loss_bbox_dn: 0.114759 loss_giou_dn: 0.388405 loss_class_aux_dn: 1.862161 loss_bbox_aux_dn: 0.692330 loss_giou_aux_dn: 2.236053 loss: 15.180223 eta: 34 days, 6:22:42 batch_cost: 0.8853 data_cost: 0.0010 ips: 9.0360 images/s [07/26 20:41:48] ppdet.engine INFO: Epoch: [10] [39600/54024] learning_rate: 0.000100 loss_class: 0.698113 loss_bbox: 0.105902 loss_giou: 0.495417 loss_class_aux: 4.331470 loss_bbox_aux: 0.697751 loss_giou_aux: 3.166704 loss_class_dn: 0.342863 loss_bbox_dn: 0.099254 loss_giou_dn: 0.393016 loss_class_aux_dn: 1.841909 loss_bbox_aux_dn: 0.606279 loss_giou_aux_dn: 2.265313 loss: 15.028234 eta: 34 days, 6:22:28 batch_cost: 0.9279 data_cost: 0.0055 ips: 8.6220 images/s [07/26 20:43:25] ppdet.engine INFO: Epoch: [10] [39700/54024] learning_rate: 0.000100 loss_class: 0.649560 loss_bbox: 0.103623 loss_giou: 0.464985 loss_class_aux: 4.072934 loss_bbox_aux: 0.655421 loss_giou_aux: 2.875475 loss_class_dn: 0.321280 loss_bbox_dn: 0.090111 loss_giou_dn: 0.334913 loss_class_aux_dn: 1.728478 loss_bbox_aux_dn: 0.570541 loss_giou_aux_dn: 1.954277 loss: 13.954640 eta: 34 days, 6:22:05 batch_cost: 0.9243 data_cost: 0.0010 ips: 8.6548 images/s [07/26 20:44:47] ppdet.engine INFO: Epoch: [10] [39800/54024] learning_rate: 0.000100 loss_class: 0.677376 loss_bbox: 0.108002 loss_giou: 0.502735 loss_class_aux: 4.213639 loss_bbox_aux: 0.704358 loss_giou_aux: 3.119428 loss_class_dn: 0.345575 loss_bbox_dn: 0.102942 loss_giou_dn: 0.373682 loss_class_aux_dn: 1.867227 loss_bbox_aux_dn: 0.660662 loss_giou_aux_dn: 2.133347 loss: 14.710797 eta: 34 days, 6:16:12 batch_cost: 0.7764 data_cost: 0.0010 ips: 10.3034 images/s [07/26 20:46:17] ppdet.engine INFO: Epoch: [10] [39900/54024] learning_rate: 0.000100 loss_class: 0.666068 loss_bbox: 0.097776 loss_giou: 0.467017 loss_class_aux: 4.152717 loss_bbox_aux: 0.655345 loss_giou_aux: 2.857307 loss_class_dn: 0.327238 loss_bbox_dn: 0.091346 loss_giou_dn: 0.360022 loss_class_aux_dn: 1.797106 loss_bbox_aux_dn: 0.551468 loss_giou_aux_dn: 2.021811 loss: 14.700183 eta: 34 days, 6:13:24 batch_cost: 0.8591 data_cost: 0.0497 ips: 9.3116 images/s [07/26 20:47:47] ppdet.engine INFO: Epoch: [10] [40000/54024] learning_rate: 0.000100 loss_class: 0.673052 loss_bbox: 0.108721 loss_giou: 0.456736 loss_class_aux: 4.193594 loss_bbox_aux: 0.726135 loss_giou_aux: 2.933924 loss_class_dn: 0.339973 loss_bbox_dn: 0.096640 loss_giou_dn: 0.366958 loss_class_aux_dn: 1.826573 loss_bbox_aux_dn: 0.584902 loss_giou_aux_dn: 2.102612 loss: 14.348507 eta: 34 days, 6:10:06 batch_cost: 0.8462 data_cost: 0.0010 ips: 9.4539 images/s [07/26 20:49:34] ppdet.engine INFO: Epoch: [10] [40100/54024] learning_rate: 0.000100 loss_class: 0.686896 loss_bbox: 0.107433 loss_giou: 0.512162 loss_class_aux: 4.262104 loss_bbox_aux: 0.697807 loss_giou_aux: 3.199397 loss_class_dn: 0.345997 loss_bbox_dn: 0.094830 loss_giou_dn: 0.380881 loss_class_aux_dn: 1.872563 loss_bbox_aux_dn: 0.595065 loss_giou_aux_dn: 2.203065 loss: 15.391808 eta: 34 days, 6:13:34 batch_cost: 1.0275 data_cost: 0.0010 ips: 7.7856 images/s [07/26 20:51:09] ppdet.engine INFO: Epoch: [10] [40200/54024] learning_rate: 0.000100 loss_class: 0.707350 loss_bbox: 0.118017 loss_giou: 0.529005 loss_class_aux: 4.415324 loss_bbox_aux: 0.767564 loss_giou_aux: 3.363733 loss_class_dn: 0.365578 loss_bbox_dn: 0.109092 loss_giou_dn: 0.396777 loss_class_aux_dn: 1.975403 loss_bbox_aux_dn: 0.665011 loss_giou_aux_dn: 2.265447 loss: 16.044123 eta: 34 days, 6:12:22 batch_cost: 0.9020 data_cost: 0.0009 ips: 8.8691 images/s [07/26 20:52:39] ppdet.engine INFO: Epoch: [10] [40300/54024] learning_rate: 0.000100 loss_class: 0.734032 loss_bbox: 0.116998 loss_giou: 0.514199 loss_class_aux: 4.633264 loss_bbox_aux: 0.768545 loss_giou_aux: 3.217040 loss_class_dn: 0.362439 loss_bbox_dn: 0.103945 loss_giou_dn: 0.381702 loss_class_aux_dn: 1.950057 loss_bbox_aux_dn: 0.645048 loss_giou_aux_dn: 2.218005 loss: 16.260050 eta: 34 days, 6:09:09 batch_cost: 0.8482 data_cost: 0.0010 ips: 9.4323 images/s [07/26 20:54:13] ppdet.engine INFO: Epoch: [10] [40400/54024] learning_rate: 0.000100 loss_class: 0.735873 loss_bbox: 0.118394 loss_giou: 0.485274 loss_class_aux: 4.561507 loss_bbox_aux: 0.769667 loss_giou_aux: 3.041789 loss_class_dn: 0.352587 loss_bbox_dn: 0.107922 loss_giou_dn: 0.384175 loss_class_aux_dn: 1.920017 loss_bbox_aux_dn: 0.647416 loss_giou_aux_dn: 2.251929 loss: 15.499074 eta: 34 days, 6:07:36 batch_cost: 0.8929 data_cost: 0.0011 ips: 8.9598 images/s [07/26 20:55:39] ppdet.engine INFO: Epoch: [10] [40500/54024] learning_rate: 0.000100 loss_class: 0.719616 loss_bbox: 0.106767 loss_giou: 0.478249 loss_class_aux: 4.489021 loss_bbox_aux: 0.718344 loss_giou_aux: 2.994469 loss_class_dn: 0.344626 loss_bbox_dn: 0.100404 loss_giou_dn: 0.362300 loss_class_aux_dn: 1.895136 loss_bbox_aux_dn: 0.647183 loss_giou_aux_dn: 2.081360 loss: 14.580501 eta: 34 days, 6:02:50 batch_cost: 0.8059 data_cost: 0.0010 ips: 9.9268 images/s [07/26 20:57:05] ppdet.engine INFO: Epoch: [10] [40600/54024] learning_rate: 0.000100 loss_class: 0.716069 loss_bbox: 0.113120 loss_giou: 0.507166 loss_class_aux: 4.490134 loss_bbox_aux: 0.748918 loss_giou_aux: 3.122880 loss_class_dn: 0.360913 loss_bbox_dn: 0.099640 loss_giou_dn: 0.399986 loss_class_aux_dn: 1.941988 loss_bbox_aux_dn: 0.631067 loss_giou_aux_dn: 2.240914 loss: 15.669912 eta: 34 days, 5:58:28 batch_cost: 0.8170 data_cost: 0.0009 ips: 9.7917 images/s [07/26 20:58:31] ppdet.engine INFO: Epoch: [10] [40700/54024] learning_rate: 0.000100 loss_class: 0.708731 loss_bbox: 0.112135 loss_giou: 0.515644 loss_class_aux: 4.425723 loss_bbox_aux: 0.729157 loss_giou_aux: 3.223731 loss_class_dn: 0.351165 loss_bbox_dn: 0.109910 loss_giou_dn: 0.370240 loss_class_aux_dn: 1.888568 loss_bbox_aux_dn: 0.660422 loss_giou_aux_dn: 2.158636 loss: 15.588726 eta: 34 days, 5:53:56 batch_cost: 0.8119 data_cost: 0.0010 ips: 9.8531 images/s [07/26 20:59:55] ppdet.engine INFO: Epoch: [10] [40800/54024] learning_rate: 0.000100 loss_class: 0.691805 loss_bbox: 0.115663 loss_giou: 0.455359 loss_class_aux: 4.301114 loss_bbox_aux: 0.741372 loss_giou_aux: 2.815751 loss_class_dn: 0.341561 loss_bbox_dn: 0.101263 loss_giou_dn: 0.356761 loss_class_aux_dn: 1.855517 loss_bbox_aux_dn: 0.615828 loss_giou_aux_dn: 2.044095 loss: 14.829745 eta: 34 days, 5:48:45 batch_cost: 0.7949 data_cost: 0.0010 ips: 10.0642 images/s [07/26 21:01:20] ppdet.engine INFO: Epoch: [10] [40900/54024] learning_rate: 0.000100 loss_class: 0.681406 loss_bbox: 0.104221 loss_giou: 0.516474 loss_class_aux: 4.243230 loss_bbox_aux: 0.704142 loss_giou_aux: 3.175091 loss_class_dn: 0.355960 loss_bbox_dn: 0.096062 loss_giou_dn: 0.394510 loss_class_aux_dn: 1.900630 loss_bbox_aux_dn: 0.606258 loss_giou_aux_dn: 2.188301 loss: 15.112386 eta: 34 days, 5:43:57 batch_cost: 0.8044 data_cost: 0.0011 ips: 9.9459 images/s [07/26 21:02:44] ppdet.engine INFO: Epoch: [10] [41000/54024] learning_rate: 0.000100 loss_class: 0.686298 loss_bbox: 0.109050 loss_giou: 0.461606 loss_class_aux: 4.282124 loss_bbox_aux: 0.724404 loss_giou_aux: 2.927208 loss_class_dn: 0.342221 loss_bbox_dn: 0.103688 loss_giou_dn: 0.356793 loss_class_aux_dn: 1.861565 loss_bbox_aux_dn: 0.651917 loss_giou_aux_dn: 2.034189 loss: 14.220315 eta: 34 days, 5:38:54 batch_cost: 0.7982 data_cost: 0.0010 ips: 10.0223 images/s [07/26 21:04:20] ppdet.engine INFO: Epoch: [10] [41100/54024] learning_rate: 0.000100 loss_class: 0.710772 loss_bbox: 0.112087 loss_giou: 0.494076 loss_class_aux: 4.365959 loss_bbox_aux: 0.740482 loss_giou_aux: 3.077997 loss_class_dn: 0.337899 loss_bbox_dn: 0.103608 loss_giou_dn: 0.377323 loss_class_aux_dn: 1.860030 loss_bbox_aux_dn: 0.655713 loss_giou_aux_dn: 2.125085 loss: 14.837867 eta: 34 days, 5:37:58 batch_cost: 0.9088 data_cost: 0.0010 ips: 8.8026 images/s [07/26 21:05:48] ppdet.engine INFO: Epoch: [10] [41200/54024] learning_rate: 0.000100 loss_class: 0.653805 loss_bbox: 0.110719 loss_giou: 0.496320 loss_class_aux: 4.100472 loss_bbox_aux: 0.739593 loss_giou_aux: 3.165353 loss_class_dn: 0.332061 loss_bbox_dn: 0.096325 loss_giou_dn: 0.385205 loss_class_aux_dn: 1.819856 loss_bbox_aux_dn: 0.618330 loss_giou_aux_dn: 2.178109 loss: 14.732250 eta: 34 days, 5:34:16 batch_cost: 0.8344 data_cost: 0.0124 ips: 9.5882 images/s [07/26 21:07:20] ppdet.engine INFO: Epoch: [10] [41300/54024] learning_rate: 0.000100 loss_class: 0.679279 loss_bbox: 0.105637 loss_giou: 0.471137 loss_class_aux: 4.223603 loss_bbox_aux: 0.681753 loss_giou_aux: 2.971558 loss_class_dn: 0.339832 loss_bbox_dn: 0.095076 loss_giou_dn: 0.356298 loss_class_aux_dn: 1.832819 loss_bbox_aux_dn: 0.582801 loss_giou_aux_dn: 2.072599 loss: 14.495127 eta: 34 days, 5:32:18 batch_cost: 0.8811 data_cost: 0.0009 ips: 9.0798 images/s [07/26 21:08:46] ppdet.engine INFO: Epoch: [10] [41400/54024] learning_rate: 0.000100 loss_class: 0.722533 loss_bbox: 0.107096 loss_giou: 0.470450 loss_class_aux: 4.494122 loss_bbox_aux: 0.716138 loss_giou_aux: 2.958993 loss_class_dn: 0.350035 loss_bbox_dn: 0.103484 loss_giou_dn: 0.365958 loss_class_aux_dn: 1.918011 loss_bbox_aux_dn: 0.650618 loss_giou_aux_dn: 2.076580 loss: 15.248271 eta: 34 days, 5:27:45 batch_cost: 0.8112 data_cost: 0.0010 ips: 9.8614 images/s [07/26 21:10:16] ppdet.engine INFO: Epoch: [10] [41500/54024] learning_rate: 0.000100 loss_class: 0.711852 loss_bbox: 0.105682 loss_giou: 0.511198 loss_class_aux: 4.444533 loss_bbox_aux: 0.704806 loss_giou_aux: 3.277526 loss_class_dn: 0.358581 loss_bbox_dn: 0.094728 loss_giou_dn: 0.387078 loss_class_aux_dn: 1.954182 loss_bbox_aux_dn: 0.584711 loss_giou_aux_dn: 2.213611 loss: 15.271734 eta: 34 days, 5:24:26 batch_cost: 0.8445 data_cost: 0.0018 ips: 9.4731 images/s [07/26 21:11:52] ppdet.engine INFO: Epoch: [10] [41600/54024] learning_rate: 0.000100 loss_class: 0.709137 loss_bbox: 0.104293 loss_giou: 0.519438 loss_class_aux: 4.375503 loss_bbox_aux: 0.688750 loss_giou_aux: 3.216029 loss_class_dn: 0.342125 loss_bbox_dn: 0.099210 loss_giou_dn: 0.375069 loss_class_aux_dn: 1.833083 loss_bbox_aux_dn: 0.627476 loss_giou_aux_dn: 2.173694 loss: 14.919682 eta: 34 days, 5:24:01 batch_cost: 0.9228 data_cost: 0.0194 ips: 8.6692 images/s [07/26 21:13:44] ppdet.engine INFO: Epoch: [10] [41700/54024] learning_rate: 0.000100 loss_class: 0.678753 loss_bbox: 0.116554 loss_giou: 0.459081 loss_class_aux: 4.269303 loss_bbox_aux: 0.773656 loss_giou_aux: 2.904796 loss_class_dn: 0.338331 loss_bbox_dn: 0.106684 loss_giou_dn: 0.364200 loss_class_aux_dn: 1.831702 loss_bbox_aux_dn: 0.668740 loss_giou_aux_dn: 2.094055 loss: 15.208363 eta: 34 days, 5:28:56 batch_cost: 1.0679 data_cost: 0.0010 ips: 7.4917 images/s [07/26 21:15:12] ppdet.engine INFO: Epoch: [10] [41800/54024] learning_rate: 0.000100 loss_class: 0.665000 loss_bbox: 0.103529 loss_giou: 0.478074 loss_class_aux: 4.189657 loss_bbox_aux: 0.679362 loss_giou_aux: 3.031605 loss_class_dn: 0.340960 loss_bbox_dn: 0.094732 loss_giou_dn: 0.372896 loss_class_aux_dn: 1.825585 loss_bbox_aux_dn: 0.577548 loss_giou_aux_dn: 2.119515 loss: 14.757497 eta: 34 days, 5:25:23 batch_cost: 0.8380 data_cost: 0.0012 ips: 9.5463 images/s [07/26 21:16:37] ppdet.engine INFO: Epoch: [10] [41900/54024] learning_rate: 0.000100 loss_class: 0.729024 loss_bbox: 0.118029 loss_giou: 0.473408 loss_class_aux: 4.572798 loss_bbox_aux: 0.796550 loss_giou_aux: 3.015090 loss_class_dn: 0.353232 loss_bbox_dn: 0.117891 loss_giou_dn: 0.374909 loss_class_aux_dn: 1.932504 loss_bbox_aux_dn: 0.737898 loss_giou_aux_dn: 2.147385 loss: 15.796379 eta: 34 days, 5:20:46 batch_cost: 0.8093 data_cost: 0.0010 ips: 9.8845 images/s [07/26 21:18:17] ppdet.engine INFO: Epoch: [10] [42000/54024] learning_rate: 0.000100 loss_class: 0.684491 loss_bbox: 0.112644 loss_giou: 0.466125 loss_class_aux: 4.213547 loss_bbox_aux: 0.724617 loss_giou_aux: 2.995817 loss_class_dn: 0.343460 loss_bbox_dn: 0.094265 loss_giou_dn: 0.365924 loss_class_aux_dn: 1.859076 loss_bbox_aux_dn: 0.572757 loss_giou_aux_dn: 2.073673 loss: 14.620515 eta: 34 days, 5:21:32 batch_cost: 0.9553 data_cost: 0.0231 ips: 8.3744 images/s [07/26 21:19:50] ppdet.engine INFO: Epoch: [10] [42100/54024] learning_rate: 0.000100 loss_class: 0.676610 loss_bbox: 0.112632 loss_giou: 0.478012 loss_class_aux: 4.229621 loss_bbox_aux: 0.738772 loss_giou_aux: 3.021833 loss_class_dn: 0.354257 loss_bbox_dn: 0.103359 loss_giou_dn: 0.358708 loss_class_aux_dn: 1.899631 loss_bbox_aux_dn: 0.638133 loss_giou_aux_dn: 2.061509 loss: 15.444840 eta: 34 days, 5:19:38 batch_cost: 0.8827 data_cost: 0.0010 ips: 9.0631 images/s [07/26 21:21:15] ppdet.engine INFO: Epoch: [10] [42200/54024] learning_rate: 0.000100 loss_class: 0.713061 loss_bbox: 0.100054 loss_giou: 0.492983 loss_class_aux: 4.349145 loss_bbox_aux: 0.675148 loss_giou_aux: 3.103284 loss_class_dn: 0.346478 loss_bbox_dn: 0.098293 loss_giou_dn: 0.380567 loss_class_aux_dn: 1.854926 loss_bbox_aux_dn: 0.607037 loss_giou_aux_dn: 2.181838 loss: 15.024656 eta: 34 days, 5:14:51 batch_cost: 0.8044 data_cost: 0.0010 ips: 9.9451 images/s [07/26 21:22:44] ppdet.engine INFO: Epoch: [10] [42300/54024] learning_rate: 0.000100 loss_class: 0.678845 loss_bbox: 0.109849 loss_giou: 0.492524 loss_class_aux: 4.231443 loss_bbox_aux: 0.706197 loss_giou_aux: 3.064384 loss_class_dn: 0.344626 loss_bbox_dn: 0.100016 loss_giou_dn: 0.373943 loss_class_aux_dn: 1.862644 loss_bbox_aux_dn: 0.636232 loss_giou_aux_dn: 2.188254 loss: 14.887349 eta: 34 days, 5:11:30 batch_cost: 0.8429 data_cost: 0.0010 ips: 9.4910 images/s [07/26 21:24:19] ppdet.engine INFO: Epoch: [10] [42400/54024] learning_rate: 0.000100 loss_class: 0.674999 loss_bbox: 0.109495 loss_giou: 0.504110 loss_class_aux: 4.257386 loss_bbox_aux: 0.717443 loss_giou_aux: 3.163331 loss_class_dn: 0.343811 loss_bbox_dn: 0.097033 loss_giou_dn: 0.368245 loss_class_aux_dn: 1.870650 loss_bbox_aux_dn: 0.599265 loss_giou_aux_dn: 2.104774 loss: 15.334719 eta: 34 days, 5:10:34 batch_cost: 0.9093 data_cost: 0.0596 ips: 8.7975 images/s [07/26 21:25:59] ppdet.engine INFO: Epoch: [10] [42500/54024] learning_rate: 0.000100 loss_class: 0.653467 loss_bbox: 0.107165 loss_giou: 0.478514 loss_class_aux: 4.100098 loss_bbox_aux: 0.723944 loss_giou_aux: 2.996951 loss_class_dn: 0.330177 loss_bbox_dn: 0.102927 loss_giou_dn: 0.360143 loss_class_aux_dn: 1.794706 loss_bbox_aux_dn: 0.637919 loss_giou_aux_dn: 2.064629 loss: 14.506224 eta: 34 days, 5:11:16 batch_cost: 0.9534 data_cost: 0.0635 ips: 8.3910 images/s [07/26 21:27:38] ppdet.engine INFO: Epoch: [10] [42600/54024] learning_rate: 0.000100 loss_class: 0.679499 loss_bbox: 0.109966 loss_giou: 0.478283 loss_class_aux: 4.137678 loss_bbox_aux: 0.738538 loss_giou_aux: 2.948309 loss_class_dn: 0.344253 loss_bbox_dn: 0.110407 loss_giou_dn: 0.351453 loss_class_aux_dn: 1.837542 loss_bbox_aux_dn: 0.699741 loss_giou_aux_dn: 2.003505 loss: 14.492615 eta: 34 days, 5:11:39 batch_cost: 0.9456 data_cost: 0.0009 ips: 8.4606 images/s [07/26 21:29:10] ppdet.engine INFO: Epoch: [10] [42700/54024] learning_rate: 0.000100 loss_class: 0.725400 loss_bbox: 0.122413 loss_giou: 0.529229 loss_class_aux: 4.538045 loss_bbox_aux: 0.776390 loss_giou_aux: 3.309983 loss_class_dn: 0.366048 loss_bbox_dn: 0.110867 loss_giou_dn: 0.402607 loss_class_aux_dn: 1.944922 loss_bbox_aux_dn: 0.655074 loss_giou_aux_dn: 2.289359 loss: 15.880263 eta: 34 days, 5:09:17 batch_cost: 0.8698 data_cost: 0.0009 ips: 9.1977 images/s [07/26 21:30:38] ppdet.engine INFO: Epoch: [10] [42800/54024] learning_rate: 0.000100 loss_class: 0.733793 loss_bbox: 0.109977 loss_giou: 0.486595 loss_class_aux: 4.519444 loss_bbox_aux: 0.707158 loss_giou_aux: 3.022646 loss_class_dn: 0.351438 loss_bbox_dn: 0.102935 loss_giou_dn: 0.373155 loss_class_aux_dn: 1.884941 loss_bbox_aux_dn: 0.640788 loss_giou_aux_dn: 2.092088 loss: 15.461722 eta: 34 days, 5:05:28 batch_cost: 0.8303 data_cost: 0.0193 ips: 9.6353 images/s [07/26 21:32:17] ppdet.engine INFO: Epoch: [10] [42900/54024] learning_rate: 0.000100 loss_class: 0.691590 loss_bbox: 0.107350 loss_giou: 0.477648 loss_class_aux: 4.315185 loss_bbox_aux: 0.712406 loss_giou_aux: 3.022456 loss_class_dn: 0.339765 loss_bbox_dn: 0.101924 loss_giou_dn: 0.361630 loss_class_aux_dn: 1.808041 loss_bbox_aux_dn: 0.626113 loss_giou_aux_dn: 2.060027 loss: 14.733613 eta: 34 days, 5:05:49 batch_cost: 0.9443 data_cost: 0.0009 ips: 8.4723 images/s [07/26 21:33:41] ppdet.engine INFO: Epoch: [10] [43000/54024] learning_rate: 0.000100 loss_class: 0.715003 loss_bbox: 0.116007 loss_giou: 0.503340 loss_class_aux: 4.420747 loss_bbox_aux: 0.743422 loss_giou_aux: 3.143684 loss_class_dn: 0.358514 loss_bbox_dn: 0.100665 loss_giou_dn: 0.372016 loss_class_aux_dn: 1.957121 loss_bbox_aux_dn: 0.627499 loss_giou_aux_dn: 2.145514 loss: 15.502281 eta: 34 days, 5:00:32 batch_cost: 0.7902 data_cost: 0.0011 ips: 10.1237 images/s [07/26 21:35:06] ppdet.engine INFO: Epoch: [10] [43100/54024] learning_rate: 0.000100 loss_class: 0.738169 loss_bbox: 0.113325 loss_giou: 0.539728 loss_class_aux: 4.509806 loss_bbox_aux: 0.758120 loss_giou_aux: 3.370492 loss_class_dn: 0.353788 loss_bbox_dn: 0.102894 loss_giou_dn: 0.389802 loss_class_aux_dn: 1.936078 loss_bbox_aux_dn: 0.650270 loss_giou_aux_dn: 2.227465 loss: 15.623311 eta: 34 days, 4:55:56 batch_cost: 0.8085 data_cost: 0.0009 ips: 9.8952 images/s [07/26 21:36:38] ppdet.engine INFO: Epoch: [10] [43200/54024] learning_rate: 0.000100 loss_class: 0.693273 loss_bbox: 0.113914 loss_giou: 0.522167 loss_class_aux: 4.354178 loss_bbox_aux: 0.723620 loss_giou_aux: 3.276864 loss_class_dn: 0.360947 loss_bbox_dn: 0.101433 loss_giou_dn: 0.401530 loss_class_aux_dn: 1.928221 loss_bbox_aux_dn: 0.618730 loss_giou_aux_dn: 2.275140 loss: 15.579304 eta: 34 days, 4:53:43 batch_cost: 0.8738 data_cost: 0.0011 ips: 9.1556 images/s [07/26 21:38:04] ppdet.engine INFO: Epoch: [10] [43300/54024] learning_rate: 0.000100 loss_class: 0.691173 loss_bbox: 0.099506 loss_giou: 0.464141 loss_class_aux: 4.266694 loss_bbox_aux: 0.662076 loss_giou_aux: 2.899564 loss_class_dn: 0.343413 loss_bbox_dn: 0.093052 loss_giou_dn: 0.355554 loss_class_aux_dn: 1.876318 loss_bbox_aux_dn: 0.587966 loss_giou_aux_dn: 2.040577 loss: 14.664200 eta: 34 days, 4:49:00 batch_cost: 0.8054 data_cost: 0.0010 ips: 9.9327 images/s [07/26 21:39:38] ppdet.engine INFO: Epoch: [10] [43400/54024] learning_rate: 0.000100 loss_class: 0.672501 loss_bbox: 0.107547 loss_giou: 0.490796 loss_class_aux: 4.172464 loss_bbox_aux: 0.724623 loss_giou_aux: 3.061485 loss_class_dn: 0.344329 loss_bbox_dn: 0.101293 loss_giou_dn: 0.359570 loss_class_aux_dn: 1.848321 loss_bbox_aux_dn: 0.636528 loss_giou_aux_dn: 2.068394 loss: 14.595934 eta: 34 days, 4:47:22 batch_cost: 0.8894 data_cost: 0.0010 ips: 8.9950 images/s [07/26 21:41:06] ppdet.engine INFO: Epoch: [10] [43500/54024] learning_rate: 0.000100 loss_class: 0.654647 loss_bbox: 0.103378 loss_giou: 0.448688 loss_class_aux: 4.086312 loss_bbox_aux: 0.677622 loss_giou_aux: 2.854852 loss_class_dn: 0.322515 loss_bbox_dn: 0.098368 loss_giou_dn: 0.341899 loss_class_aux_dn: 1.746426 loss_bbox_aux_dn: 0.586142 loss_giou_aux_dn: 1.976041 loss: 14.240408 eta: 34 days, 4:43:25 batch_cost: 0.8262 data_cost: 0.0010 ips: 9.6828 images/s [07/26 21:42:36] ppdet.engine INFO: Epoch: [10] [43600/54024] learning_rate: 0.000100 loss_class: 0.712948 loss_bbox: 0.107980 loss_giou: 0.513824 loss_class_aux: 4.494305 loss_bbox_aux: 0.721939 loss_giou_aux: 3.118411 loss_class_dn: 0.352844 loss_bbox_dn: 0.108433 loss_giou_dn: 0.384088 loss_class_aux_dn: 1.901454 loss_bbox_aux_dn: 0.670717 loss_giou_aux_dn: 2.187274 loss: 15.801719 eta: 34 days, 4:40:04 batch_cost: 0.8425 data_cost: 0.0010 ips: 9.4954 images/s [07/26 21:44:10] ppdet.engine INFO: Epoch: [10] [43700/54024] learning_rate: 0.000100 loss_class: 0.706709 loss_bbox: 0.113853 loss_giou: 0.533896 loss_class_aux: 4.346167 loss_bbox_aux: 0.744914 loss_giou_aux: 3.338977 loss_class_dn: 0.364314 loss_bbox_dn: 0.108210 loss_giou_dn: 0.405782 loss_class_aux_dn: 1.961021 loss_bbox_aux_dn: 0.680200 loss_giou_aux_dn: 2.317317 loss: 15.900996 eta: 34 days, 4:38:47 batch_cost: 0.8997 data_cost: 0.0010 ips: 8.8922 images/s [07/26 21:45:44] ppdet.engine INFO: Epoch: [10] [43800/54024] learning_rate: 0.000100 loss_class: 0.703189 loss_bbox: 0.105270 loss_giou: 0.462087 loss_class_aux: 4.345150 loss_bbox_aux: 0.686730 loss_giou_aux: 2.899113 loss_class_dn: 0.339343 loss_bbox_dn: 0.098134 loss_giou_dn: 0.353869 loss_class_aux_dn: 1.851484 loss_bbox_aux_dn: 0.607006 loss_giou_aux_dn: 2.012970 loss: 14.769193 eta: 34 days, 4:36:52 batch_cost: 0.8819 data_cost: 0.0231 ips: 9.0716 images/s [07/26 21:47:44] ppdet.engine INFO: Epoch: [10] [43900/54024] learning_rate: 0.000100 loss_class: 0.723747 loss_bbox: 0.115113 loss_giou: 0.488511 loss_class_aux: 4.472946 loss_bbox_aux: 0.751006 loss_giou_aux: 3.029410 loss_class_dn: 0.365059 loss_bbox_dn: 0.108969 loss_giou_dn: 0.368518 loss_class_aux_dn: 1.969651 loss_bbox_aux_dn: 0.669424 loss_giou_aux_dn: 2.121926 loss: 15.398374 eta: 34 days, 4:45:02 batch_cost: 1.1600 data_cost: 0.3318 ips: 6.8966 images/s [07/26 21:49:11] ppdet.engine INFO: Epoch: [10] [44000/54024] learning_rate: 0.000100 loss_class: 0.682897 loss_bbox: 0.102505 loss_giou: 0.491275 loss_class_aux: 4.176789 loss_bbox_aux: 0.667499 loss_giou_aux: 3.057351 loss_class_dn: 0.328882 loss_bbox_dn: 0.090538 loss_giou_dn: 0.354055 loss_class_aux_dn: 1.810203 loss_bbox_aux_dn: 0.574889 loss_giou_aux_dn: 2.029606 loss: 14.213653 eta: 34 days, 4:41:00 batch_cost: 0.8234 data_cost: 0.0019 ips: 9.7158 images/s [07/26 21:50:41] ppdet.engine INFO: Epoch: [10] [44100/54024] learning_rate: 0.000100 loss_class: 0.697889 loss_bbox: 0.111987 loss_giou: 0.473140 loss_class_aux: 4.389508 loss_bbox_aux: 0.745432 loss_giou_aux: 2.984261 loss_class_dn: 0.339413 loss_bbox_dn: 0.100798 loss_giou_dn: 0.365090 loss_class_aux_dn: 1.852828 loss_bbox_aux_dn: 0.635315 loss_giou_aux_dn: 2.097402 loss: 15.196108 eta: 34 days, 4:38:00 batch_cost: 0.8520 data_cost: 0.0010 ips: 9.3893 images/s [07/26 21:52:08] ppdet.engine INFO: Epoch: [10] [44200/54024] learning_rate: 0.000100 loss_class: 0.685936 loss_bbox: 0.107293 loss_giou: 0.474218 loss_class_aux: 4.285206 loss_bbox_aux: 0.699090 loss_giou_aux: 3.010098 loss_class_dn: 0.358101 loss_bbox_dn: 0.101070 loss_giou_dn: 0.356285 loss_class_aux_dn: 1.895186 loss_bbox_aux_dn: 0.605162 loss_giou_aux_dn: 2.042844 loss: 14.699864 eta: 34 days, 4:33:51 batch_cost: 0.8204 data_cost: 0.0010 ips: 9.7511 images/s [07/26 21:53:40] ppdet.engine INFO: Epoch: [10] [44300/54024] learning_rate: 0.000100 loss_class: 0.703192 loss_bbox: 0.112419 loss_giou: 0.494238 loss_class_aux: 4.354417 loss_bbox_aux: 0.733464 loss_giou_aux: 3.118074 loss_class_dn: 0.352737 loss_bbox_dn: 0.101623 loss_giou_dn: 0.383646 loss_class_aux_dn: 1.893183 loss_bbox_aux_dn: 0.639483 loss_giou_aux_dn: 2.209928 loss: 15.345362 eta: 34 days, 4:31:22 batch_cost: 0.8661 data_cost: 0.0106 ips: 9.2366 images/s [07/26 21:55:14] ppdet.engine INFO: Epoch: [10] [44400/54024] learning_rate: 0.000100 loss_class: 0.683977 loss_bbox: 0.107688 loss_giou: 0.491728 loss_class_aux: 4.276382 loss_bbox_aux: 0.694931 loss_giou_aux: 3.064422 loss_class_dn: 0.342879 loss_bbox_dn: 0.099685 loss_giou_dn: 0.374732 loss_class_aux_dn: 1.853569 loss_bbox_aux_dn: 0.611847 loss_giou_aux_dn: 2.142815 loss: 14.683970 eta: 34 days, 4:29:56 batch_cost: 0.8953 data_cost: 0.0010 ips: 8.9359 images/s [07/26 21:56:47] ppdet.engine INFO: Epoch: [10] [44500/54024] learning_rate: 0.000100 loss_class: 0.692451 loss_bbox: 0.109701 loss_giou: 0.468064 loss_class_aux: 4.275701 loss_bbox_aux: 0.709984 loss_giou_aux: 2.953725 loss_class_dn: 0.339392 loss_bbox_dn: 0.100256 loss_giou_dn: 0.356675 loss_class_aux_dn: 1.839140 loss_bbox_aux_dn: 0.606594 loss_giou_aux_dn: 2.058336 loss: 15.036855 eta: 34 days, 4:28:02 batch_cost: 0.8824 data_cost: 0.0036 ips: 9.0666 images/s [07/26 21:58:22] ppdet.engine INFO: Epoch: [10] [44600/54024] learning_rate: 0.000100 loss_class: 0.737481 loss_bbox: 0.103607 loss_giou: 0.486527 loss_class_aux: 4.549740 loss_bbox_aux: 0.686023 loss_giou_aux: 3.008235 loss_class_dn: 0.345290 loss_bbox_dn: 0.096977 loss_giou_dn: 0.376414 loss_class_aux_dn: 1.878868 loss_bbox_aux_dn: 0.588000 loss_giou_aux_dn: 2.143656 loss: 15.168396 eta: 34 days, 4:26:53 batch_cost: 0.9033 data_cost: 0.0010 ips: 8.8560 images/s [07/26 21:59:53] ppdet.engine INFO: Epoch: [10] [44700/54024] learning_rate: 0.000100 loss_class: 0.689212 loss_bbox: 0.109922 loss_giou: 0.472649 loss_class_aux: 4.296737 loss_bbox_aux: 0.714370 loss_giou_aux: 3.020645 loss_class_dn: 0.357743 loss_bbox_dn: 0.108780 loss_giou_dn: 0.366167 loss_class_aux_dn: 1.905154 loss_bbox_aux_dn: 0.664883 loss_giou_aux_dn: 2.094338 loss: 15.291124 eta: 34 days, 4:24:29 batch_cost: 0.8684 data_cost: 0.0296 ips: 9.2122 images/s [07/26 22:01:24] ppdet.engine INFO: Epoch: [10] [44800/54024] learning_rate: 0.000100 loss_class: 0.690910 loss_bbox: 0.110695 loss_giou: 0.468888 loss_class_aux: 4.415224 loss_bbox_aux: 0.705310 loss_giou_aux: 2.918804 loss_class_dn: 0.345122 loss_bbox_dn: 0.102379 loss_giou_dn: 0.367319 loss_class_aux_dn: 1.896970 loss_bbox_aux_dn: 0.621220 loss_giou_aux_dn: 2.114227 loss: 15.519337 eta: 34 days, 4:21:28 batch_cost: 0.8513 data_cost: 0.0011 ips: 9.3969 images/s [07/26 22:02:57] ppdet.engine INFO: Epoch: [10] [44900/54024] learning_rate: 0.000100 loss_class: 0.698626 loss_bbox: 0.103586 loss_giou: 0.482983 loss_class_aux: 4.390096 loss_bbox_aux: 0.683696 loss_giou_aux: 2.976105 loss_class_dn: 0.332042 loss_bbox_dn: 0.097168 loss_giou_dn: 0.357285 loss_class_aux_dn: 1.768287 loss_bbox_aux_dn: 0.603388 loss_giou_aux_dn: 2.037741 loss: 14.496356 eta: 34 days, 4:19:49 batch_cost: 0.8890 data_cost: 0.0334 ips: 8.9992 images/s [07/26 22:04:28] ppdet.engine INFO: Epoch: [10] [45000/54024] learning_rate: 0.000100 loss_class: 0.657284 loss_bbox: 0.119723 loss_giou: 0.502584 loss_class_aux: 4.161175 loss_bbox_aux: 0.798948 loss_giou_aux: 3.171979 loss_class_dn: 0.345329 loss_bbox_dn: 0.109658 loss_giou_dn: 0.371718 loss_class_aux_dn: 1.876305 loss_bbox_aux_dn: 0.680308 loss_giou_aux_dn: 2.178209 loss: 15.666336 eta: 34 days, 4:17:19 batch_cost: 0.8657 data_cost: 0.0010 ips: 9.2407 images/s [07/26 22:05:58] ppdet.engine INFO: Epoch: [10] [45100/54024] learning_rate: 0.000100 loss_class: 0.713534 loss_bbox: 0.118532 loss_giou: 0.506532 loss_class_aux: 4.485397 loss_bbox_aux: 0.773149 loss_giou_aux: 3.164619 loss_class_dn: 0.355324 loss_bbox_dn: 0.119437 loss_giou_dn: 0.398223 loss_class_aux_dn: 1.914668 loss_bbox_aux_dn: 0.718231 loss_giou_aux_dn: 2.300373 loss: 15.528193 eta: 34 days, 4:14:08 batch_cost: 0.8463 data_cost: 0.0011 ips: 9.4534 images/s [07/26 22:07:25] ppdet.engine INFO: Epoch: [10] [45200/54024] learning_rate: 0.000100 loss_class: 0.718067 loss_bbox: 0.112127 loss_giou: 0.529536 loss_class_aux: 4.493545 loss_bbox_aux: 0.722007 loss_giou_aux: 3.275068 loss_class_dn: 0.360167 loss_bbox_dn: 0.101714 loss_giou_dn: 0.392156 loss_class_aux_dn: 1.942280 loss_bbox_aux_dn: 0.636179 loss_giou_aux_dn: 2.254325 loss: 15.499365 eta: 34 days, 4:10:18 batch_cost: 0.8285 data_cost: 0.0240 ips: 9.6563 images/s [07/26 22:09:20] ppdet.engine INFO: Epoch: [10] [45300/54024] learning_rate: 0.000100 loss_class: 0.693095 loss_bbox: 0.104359 loss_giou: 0.509910 loss_class_aux: 4.209154 loss_bbox_aux: 0.683571 loss_giou_aux: 3.206916 loss_class_dn: 0.344094 loss_bbox_dn: 0.093365 loss_giou_dn: 0.385670 loss_class_aux_dn: 1.838921 loss_bbox_aux_dn: 0.585533 loss_giou_aux_dn: 2.166175 loss: 14.866775 eta: 34 days, 4:16:01 batch_cost: 1.0943 data_cost: 0.0011 ips: 7.3104 images/s [07/26 22:10:49] ppdet.engine INFO: Epoch: [10] [45400/54024] learning_rate: 0.000100 loss_class: 0.749729 loss_bbox: 0.112984 loss_giou: 0.515887 loss_class_aux: 4.757213 loss_bbox_aux: 0.711808 loss_giou_aux: 3.289757 loss_class_dn: 0.379278 loss_bbox_dn: 0.101666 loss_giou_dn: 0.383560 loss_class_aux_dn: 2.045845 loss_bbox_aux_dn: 0.646362 loss_giou_aux_dn: 2.257422 loss: 16.177892 eta: 34 days, 4:12:45 batch_cost: 0.8440 data_cost: 0.0010 ips: 9.4782 images/s [07/26 22:12:21] ppdet.engine INFO: Epoch: [10] [45500/54024] learning_rate: 0.000100 loss_class: 0.657786 loss_bbox: 0.106469 loss_giou: 0.460539 loss_class_aux: 4.084090 loss_bbox_aux: 0.703658 loss_giou_aux: 2.941922 loss_class_dn: 0.336683 loss_bbox_dn: 0.099707 loss_giou_dn: 0.350393 loss_class_aux_dn: 1.793517 loss_bbox_aux_dn: 0.593693 loss_giou_aux_dn: 2.009128 loss: 14.664462 eta: 34 days, 4:10:50 batch_cost: 0.8819 data_cost: 0.0264 ips: 9.0714 images/s [07/26 22:13:54] ppdet.engine INFO: Epoch: [10] [45600/54024] learning_rate: 0.000100 loss_class: 0.714852 loss_bbox: 0.116367 loss_giou: 0.505398 loss_class_aux: 4.383023 loss_bbox_aux: 0.746156 loss_giou_aux: 3.133590 loss_class_dn: 0.339570 loss_bbox_dn: 0.101702 loss_giou_dn: 0.393520 loss_class_aux_dn: 1.845417 loss_bbox_aux_dn: 0.631683 loss_giou_aux_dn: 2.200698 loss: 15.406883 eta: 34 days, 4:08:46 batch_cost: 0.8777 data_cost: 0.0010 ips: 9.1148 images/s [07/26 22:15:26] ppdet.engine INFO: Epoch: [10] [45700/54024] learning_rate: 0.000100 loss_class: 0.692188 loss_bbox: 0.110832 loss_giou: 0.491146 loss_class_aux: 4.282398 loss_bbox_aux: 0.729321 loss_giou_aux: 3.059213 loss_class_dn: 0.341851 loss_bbox_dn: 0.113840 loss_giou_dn: 0.361768 loss_class_aux_dn: 1.822127 loss_bbox_aux_dn: 0.698515 loss_giou_aux_dn: 2.065885 loss: 14.902612 eta: 34 days, 4:06:43 batch_cost: 0.8778 data_cost: 0.0018 ips: 9.1140 images/s [07/26 22:17:03] ppdet.engine INFO: Epoch: [10] [45800/54024] learning_rate: 0.000100 loss_class: 0.703752 loss_bbox: 0.102324 loss_giou: 0.486532 loss_class_aux: 4.318499 loss_bbox_aux: 0.659886 loss_giou_aux: 3.033537 loss_class_dn: 0.339932 loss_bbox_dn: 0.092546 loss_giou_dn: 0.374359 loss_class_aux_dn: 1.863458 loss_bbox_aux_dn: 0.575309 loss_giou_aux_dn: 2.124386 loss: 14.767596 eta: 34 days, 4:06:03 batch_cost: 0.9169 data_cost: 0.0010 ips: 8.7252 images/s [07/26 22:18:30] ppdet.engine INFO: Epoch: [10] [45900/54024] learning_rate: 0.000100 loss_class: 0.731831 loss_bbox: 0.116185 loss_giou: 0.512242 loss_class_aux: 4.438057 loss_bbox_aux: 0.748203 loss_giou_aux: 3.159557 loss_class_dn: 0.355562 loss_bbox_dn: 0.107674 loss_giou_dn: 0.375142 loss_class_aux_dn: 1.962096 loss_bbox_aux_dn: 0.668344 loss_giou_aux_dn: 2.144127 loss: 15.765501 eta: 34 days, 4:02:18 batch_cost: 0.8305 data_cost: 0.0009 ips: 9.6329 images/s [07/26 22:19:56] ppdet.engine INFO: Epoch: [10] [46000/54024] learning_rate: 0.000100 loss_class: 0.720624 loss_bbox: 0.115877 loss_giou: 0.520254 loss_class_aux: 4.473503 loss_bbox_aux: 0.736122 loss_giou_aux: 3.241821 loss_class_dn: 0.365280 loss_bbox_dn: 0.100005 loss_giou_dn: 0.398131 loss_class_aux_dn: 1.966036 loss_bbox_aux_dn: 0.613219 loss_giou_aux_dn: 2.250283 loss: 15.984409 eta: 34 days, 3:57:47 batch_cost: 0.8087 data_cost: 0.0010 ips: 9.8920 images/s [07/26 22:21:25] ppdet.engine INFO: Epoch: [10] [46100/54024] learning_rate: 0.000100 loss_class: 0.699032 loss_bbox: 0.113597 loss_giou: 0.480467 loss_class_aux: 4.322885 loss_bbox_aux: 0.751840 loss_giou_aux: 2.983696 loss_class_dn: 0.340540 loss_bbox_dn: 0.106757 loss_giou_dn: 0.358452 loss_class_aux_dn: 1.852873 loss_bbox_aux_dn: 0.621915 loss_giou_aux_dn: 2.050984 loss: 15.115275 eta: 34 days, 3:54:29 batch_cost: 0.8429 data_cost: 0.0010 ips: 9.4909 images/s [07/26 22:22:50] ppdet.engine INFO: Epoch: [10] [46200/54024] learning_rate: 0.000100 loss_class: 0.720540 loss_bbox: 0.110044 loss_giou: 0.459375 loss_class_aux: 4.441877 loss_bbox_aux: 0.722018 loss_giou_aux: 2.905322 loss_class_dn: 0.343196 loss_bbox_dn: 0.104213 loss_giou_dn: 0.357310 loss_class_aux_dn: 1.834870 loss_bbox_aux_dn: 0.621551 loss_giou_aux_dn: 2.116166 loss: 14.969995 eta: 34 days, 3:49:59 batch_cost: 0.8091 data_cost: 0.0009 ips: 9.8881 images/s [07/26 22:24:18] ppdet.engine INFO: Epoch: [10] [46300/54024] learning_rate: 0.000100 loss_class: 0.706153 loss_bbox: 0.104184 loss_giou: 0.517188 loss_class_aux: 4.332974 loss_bbox_aux: 0.688620 loss_giou_aux: 3.231896 loss_class_dn: 0.346065 loss_bbox_dn: 0.104457 loss_giou_dn: 0.388158 loss_class_aux_dn: 1.861696 loss_bbox_aux_dn: 0.643738 loss_giou_aux_dn: 2.188295 loss: 14.891872 eta: 34 days, 3:46:32 batch_cost: 0.8387 data_cost: 0.0072 ips: 9.5391 images/s [07/26 22:25:45] ppdet.engine INFO: Epoch: [10] [46400/54024] learning_rate: 0.000100 loss_class: 0.686946 loss_bbox: 0.109986 loss_giou: 0.492422 loss_class_aux: 4.314327 loss_bbox_aux: 0.707822 loss_giou_aux: 3.072782 loss_class_dn: 0.330611 loss_bbox_dn: 0.096168 loss_giou_dn: 0.374188 loss_class_aux_dn: 1.794661 loss_bbox_aux_dn: 0.600201 loss_giou_aux_dn: 2.129573 loss: 14.897967 eta: 34 days, 3:42:31 batch_cost: 0.8227 data_cost: 0.0010 ips: 9.7243 images/s [07/26 22:27:16] ppdet.engine INFO: Epoch: [10] [46500/54024] learning_rate: 0.000100 loss_class: 0.689762 loss_bbox: 0.109462 loss_giou: 0.503724 loss_class_aux: 4.381098 loss_bbox_aux: 0.727288 loss_giou_aux: 3.191361 loss_class_dn: 0.344905 loss_bbox_dn: 0.103688 loss_giou_dn: 0.367862 loss_class_aux_dn: 1.854499 loss_bbox_aux_dn: 0.640319 loss_giou_aux_dn: 2.109787 loss: 15.075920 eta: 34 days, 3:40:05 batch_cost: 0.8666 data_cost: 0.0111 ips: 9.2319 images/s [07/26 22:28:46] ppdet.engine INFO: Epoch: [10] [46600/54024] learning_rate: 0.000100 loss_class: 0.735064 loss_bbox: 0.113779 loss_giou: 0.489901 loss_class_aux: 4.518234 loss_bbox_aux: 0.734379 loss_giou_aux: 3.072040 loss_class_dn: 0.362443 loss_bbox_dn: 0.106748 loss_giou_dn: 0.380206 loss_class_aux_dn: 1.983872 loss_bbox_aux_dn: 0.647486 loss_giou_aux_dn: 2.189317 loss: 15.558016 eta: 34 days, 3:37:21 batch_cost: 0.8585 data_cost: 0.0314 ips: 9.3181 images/s [07/26 22:30:12] ppdet.engine INFO: Epoch: [10] [46700/54024] learning_rate: 0.000100 loss_class: 0.682931 loss_bbox: 0.101076 loss_giou: 0.457714 loss_class_aux: 4.302725 loss_bbox_aux: 0.674365 loss_giou_aux: 2.840422 loss_class_dn: 0.340554 loss_bbox_dn: 0.096399 loss_giou_dn: 0.353300 loss_class_aux_dn: 1.832809 loss_bbox_aux_dn: 0.598283 loss_giou_aux_dn: 2.019189 loss: 14.650989 eta: 34 days, 3:32:52 batch_cost: 0.8090 data_cost: 0.0010 ips: 9.8890 images/s [07/26 22:31:43] ppdet.engine INFO: Epoch: [10] [46800/54024] learning_rate: 0.000100 loss_class: 0.672230 loss_bbox: 0.110475 loss_giou: 0.550487 loss_class_aux: 4.179645 loss_bbox_aux: 0.720225 loss_giou_aux: 3.512471 loss_class_dn: 0.354630 loss_bbox_dn: 0.097914 loss_giou_dn: 0.422322 loss_class_aux_dn: 1.886110 loss_bbox_aux_dn: 0.602329 loss_giou_aux_dn: 2.383440 loss: 15.741811 eta: 34 days, 3:30:34 batch_cost: 0.8705 data_cost: 0.0010 ips: 9.1904 images/s [07/26 22:33:10] ppdet.engine INFO: Epoch: [10] [46900/54024] learning_rate: 0.000100 loss_class: 0.651569 loss_bbox: 0.105018 loss_giou: 0.446162 loss_class_aux: 4.000755 loss_bbox_aux: 0.672196 loss_giou_aux: 2.800577 loss_class_dn: 0.332134 loss_bbox_dn: 0.097368 loss_giou_dn: 0.352221 loss_class_aux_dn: 1.740881 loss_bbox_aux_dn: 0.614662 loss_giou_aux_dn: 1.998102 loss: 14.099383 eta: 34 days, 3:26:28 batch_cost: 0.8200 data_cost: 0.0101 ips: 9.7559 images/s [07/26 22:34:36] ppdet.engine INFO: Epoch: [10] [47000/54024] learning_rate: 0.000100 loss_class: 0.656191 loss_bbox: 0.103156 loss_giou: 0.466070 loss_class_aux: 4.151815 loss_bbox_aux: 0.688569 loss_giou_aux: 2.949748 loss_class_dn: 0.336683 loss_bbox_dn: 0.099293 loss_giou_dn: 0.369597 loss_class_aux_dn: 1.802906 loss_bbox_aux_dn: 0.618839 loss_giou_aux_dn: 2.114407 loss: 14.952920 eta: 34 days, 3:22:02 batch_cost: 0.8102 data_cost: 0.0010 ips: 9.8737 images/s [07/26 22:36:05] ppdet.engine INFO: Epoch: [10] [47100/54024] learning_rate: 0.000100 loss_class: 0.685228 loss_bbox: 0.113504 loss_giou: 0.510430 loss_class_aux: 4.178450 loss_bbox_aux: 0.701284 loss_giou_aux: 3.141731 loss_class_dn: 0.346184 loss_bbox_dn: 0.102428 loss_giou_dn: 0.374541 loss_class_aux_dn: 1.861832 loss_bbox_aux_dn: 0.640611 loss_giou_aux_dn: 2.145081 loss: 15.298437 eta: 34 days, 3:18:51 batch_cost: 0.8453 data_cost: 0.0010 ips: 9.4641 images/s [07/26 22:37:29] ppdet.engine INFO: Epoch: [10] [47200/54024] learning_rate: 0.000100 loss_class: 0.655502 loss_bbox: 0.106247 loss_giou: 0.452061 loss_class_aux: 4.115970 loss_bbox_aux: 0.699223 loss_giou_aux: 2.842979 loss_class_dn: 0.330791 loss_bbox_dn: 0.094830 loss_giou_dn: 0.340468 loss_class_aux_dn: 1.809270 loss_bbox_aux_dn: 0.604089 loss_giou_aux_dn: 1.963452 loss: 14.296549 eta: 34 days, 3:13:41 batch_cost: 0.7893 data_cost: 0.0013 ips: 10.1350 images/s [07/26 22:39:07] ppdet.engine INFO: Epoch: [10] [47300/54024] learning_rate: 0.000100 loss_class: 0.731635 loss_bbox: 0.112798 loss_giou: 0.509541 loss_class_aux: 4.480581 loss_bbox_aux: 0.745715 loss_giou_aux: 3.208422 loss_class_dn: 0.361694 loss_bbox_dn: 0.103401 loss_giou_dn: 0.398916 loss_class_aux_dn: 1.956277 loss_bbox_aux_dn: 0.634067 loss_giou_aux_dn: 2.254479 loss: 15.882400 eta: 34 days, 3:13:45 batch_cost: 0.9371 data_cost: 0.0010 ips: 8.5368 images/s [07/26 22:40:31] ppdet.engine INFO: Epoch: [10] [47400/54024] learning_rate: 0.000100 loss_class: 0.711667 loss_bbox: 0.109932 loss_giou: 0.499099 loss_class_aux: 4.408766 loss_bbox_aux: 0.731712 loss_giou_aux: 3.091146 loss_class_dn: 0.355790 loss_bbox_dn: 0.099537 loss_giou_dn: 0.393445 loss_class_aux_dn: 1.925981 loss_bbox_aux_dn: 0.616801 loss_giou_aux_dn: 2.237460 loss: 15.429301 eta: 34 days, 3:08:41 batch_cost: 0.7919 data_cost: 0.0060 ips: 10.1024 images/s [07/26 22:42:01] ppdet.engine INFO: Epoch: [10] [47500/54024] learning_rate: 0.000100 loss_class: 0.656495 loss_bbox: 0.105410 loss_giou: 0.493530 loss_class_aux: 4.133960 loss_bbox_aux: 0.672988 loss_giou_aux: 3.074433 loss_class_dn: 0.342910 loss_bbox_dn: 0.094488 loss_giou_dn: 0.356156 loss_class_aux_dn: 1.850156 loss_bbox_aux_dn: 0.587414 loss_giou_aux_dn: 2.034327 loss: 14.840138 eta: 34 days, 3:05:57 batch_cost: 0.8582 data_cost: 0.0228 ips: 9.3220 images/s [07/26 22:43:34] ppdet.engine INFO: Epoch: [10] [47600/54024] learning_rate: 0.000100 loss_class: 0.672305 loss_bbox: 0.109643 loss_giou: 0.460918 loss_class_aux: 4.134433 loss_bbox_aux: 0.717326 loss_giou_aux: 2.959078 loss_class_dn: 0.324678 loss_bbox_dn: 0.094670 loss_giou_dn: 0.353552 loss_class_aux_dn: 1.774242 loss_bbox_aux_dn: 0.595380 loss_giou_aux_dn: 2.033551 loss: 14.463447 eta: 34 days, 3:04:09 batch_cost: 0.8842 data_cost: 0.0010 ips: 9.0477 images/s [07/26 22:44:56] ppdet.engine INFO: Epoch: [10] [47700/54024] learning_rate: 0.000100 loss_class: 0.685008 loss_bbox: 0.107712 loss_giou: 0.491880 loss_class_aux: 4.323684 loss_bbox_aux: 0.711458 loss_giou_aux: 3.115756 loss_class_dn: 0.344771 loss_bbox_dn: 0.093842 loss_giou_dn: 0.359442 loss_class_aux_dn: 1.858464 loss_bbox_aux_dn: 0.577987 loss_giou_aux_dn: 2.103119 loss: 14.762815 eta: 34 days, 2:58:43 batch_cost: 0.7813 data_cost: 0.0010 ips: 10.2394 images/s [07/26 22:46:25] ppdet.engine INFO: Epoch: [10] [47800/54024] learning_rate: 0.000100 loss_class: 0.688255 loss_bbox: 0.121323 loss_giou: 0.508652 loss_class_aux: 4.265679 loss_bbox_aux: 0.782683 loss_giou_aux: 3.180468 loss_class_dn: 0.351259 loss_bbox_dn: 0.101247 loss_giou_dn: 0.376161 loss_class_aux_dn: 1.924624 loss_bbox_aux_dn: 0.623354 loss_giou_aux_dn: 2.164134 loss: 15.517329 eta: 34 days, 2:55:18 batch_cost: 0.8381 data_cost: 0.0119 ips: 9.5450 images/s [07/26 22:48:04] ppdet.engine INFO: Epoch: [10] [47900/54024] learning_rate: 0.000100 loss_class: 0.734130 loss_bbox: 0.114442 loss_giou: 0.539367 loss_class_aux: 4.540508 loss_bbox_aux: 0.767353 loss_giou_aux: 3.266668 loss_class_dn: 0.368566 loss_bbox_dn: 0.100809 loss_giou_dn: 0.394330 loss_class_aux_dn: 2.003979 loss_bbox_aux_dn: 0.638231 loss_giou_aux_dn: 2.272113 loss: 16.067330 eta: 34 days, 2:55:21 batch_cost: 0.9366 data_cost: 0.0013 ips: 8.5416 images/s [07/26 22:49:40] ppdet.engine INFO: Epoch: [10] [48000/54024] learning_rate: 0.000100 loss_class: 0.701781 loss_bbox: 0.117958 loss_giou: 0.529929 loss_class_aux: 4.348954 loss_bbox_aux: 0.784517 loss_giou_aux: 3.335901 loss_class_dn: 0.348292 loss_bbox_dn: 0.101622 loss_giou_dn: 0.399213 loss_class_aux_dn: 1.898435 loss_bbox_aux_dn: 0.627842 loss_giou_aux_dn: 2.316109 loss: 15.515277 eta: 34 days, 2:54:48 batch_cost: 0.9194 data_cost: 0.0243 ips: 8.7013 images/s [07/26 22:51:16] ppdet.engine INFO: Epoch: [10] [48100/54024] learning_rate: 0.000100 loss_class: 0.687974 loss_bbox: 0.100153 loss_giou: 0.475795 loss_class_aux: 4.242079 loss_bbox_aux: 0.674305 loss_giou_aux: 2.944644 loss_class_dn: 0.329911 loss_bbox_dn: 0.097803 loss_giou_dn: 0.357844 loss_class_aux_dn: 1.795009 loss_bbox_aux_dn: 0.610878 loss_giou_aux_dn: 2.020268 loss: 14.594758 eta: 34 days, 2:53:54 batch_cost: 0.9099 data_cost: 0.0010 ips: 8.7917 images/s [07/26 22:52:59] ppdet.engine INFO: Epoch: [10] [48200/54024] learning_rate: 0.000100 loss_class: 0.704537 loss_bbox: 0.109053 loss_giou: 0.439576 loss_class_aux: 4.362297 loss_bbox_aux: 0.717142 loss_giou_aux: 2.782055 loss_class_dn: 0.343563 loss_bbox_dn: 0.096482 loss_giou_dn: 0.345564 loss_class_aux_dn: 1.870298 loss_bbox_aux_dn: 0.611379 loss_giou_aux_dn: 1.982733 loss: 14.759358 eta: 34 days, 2:55:43 batch_cost: 0.9869 data_cost: 0.0253 ips: 8.1064 images/s [07/26 22:54:27] ppdet.engine INFO: Epoch: [10] [48300/54024] learning_rate: 0.000100 loss_class: 0.717958 loss_bbox: 0.111957 loss_giou: 0.549474 loss_class_aux: 4.427358 loss_bbox_aux: 0.740231 loss_giou_aux: 3.508944 loss_class_dn: 0.366514 loss_bbox_dn: 0.100780 loss_giou_dn: 0.414527 loss_class_aux_dn: 1.991324 loss_bbox_aux_dn: 0.636392 loss_giou_aux_dn: 2.321042 loss: 15.946255 eta: 34 days, 2:52:09 batch_cost: 0.8336 data_cost: 0.0182 ips: 9.5969 images/s [07/26 22:56:00] ppdet.engine INFO: Epoch: [10] [48400/54024] learning_rate: 0.000100 loss_class: 0.680484 loss_bbox: 0.111715 loss_giou: 0.493551 loss_class_aux: 4.236066 loss_bbox_aux: 0.734472 loss_giou_aux: 3.113608 loss_class_dn: 0.352120 loss_bbox_dn: 0.107605 loss_giou_dn: 0.386915 loss_class_aux_dn: 1.880704 loss_bbox_aux_dn: 0.676060 loss_giou_aux_dn: 2.194262 loss: 15.140868 eta: 34 days, 2:50:17 batch_cost: 0.8826 data_cost: 0.0053 ips: 9.0638 images/s [07/26 22:57:55] ppdet.engine INFO: Epoch: [10] [48500/54024] learning_rate: 0.000100 loss_class: 0.700674 loss_bbox: 0.110027 loss_giou: 0.490513 loss_class_aux: 4.344941 loss_bbox_aux: 0.738049 loss_giou_aux: 3.034640 loss_class_dn: 0.351361 loss_bbox_dn: 0.104484 loss_giou_dn: 0.376084 loss_class_aux_dn: 1.871245 loss_bbox_aux_dn: 0.664175 loss_giou_aux_dn: 2.163604 loss: 15.597655 eta: 34 days, 2:56:17 batch_cost: 1.1056 data_cost: 0.0018 ips: 7.2357 images/s [07/26 22:59:29] ppdet.engine INFO: Epoch: [10] [48600/54024] learning_rate: 0.000100 loss_class: 0.685137 loss_bbox: 0.108062 loss_giou: 0.450390 loss_class_aux: 4.162823 loss_bbox_aux: 0.715727 loss_giou_aux: 2.867612 loss_class_dn: 0.330468 loss_bbox_dn: 0.098018 loss_giou_dn: 0.349206 loss_class_aux_dn: 1.773138 loss_bbox_aux_dn: 0.634252 loss_giou_aux_dn: 2.020874 loss: 14.894434 eta: 34 days, 2:54:37 batch_cost: 0.8883 data_cost: 0.0010 ips: 9.0062 images/s [07/26 23:01:12] ppdet.engine INFO: Epoch: [10] [48700/54024] learning_rate: 0.000100 loss_class: 0.698732 loss_bbox: 0.110586 loss_giou: 0.496730 loss_class_aux: 4.334690 loss_bbox_aux: 0.720704 loss_giou_aux: 3.081626 loss_class_dn: 0.350481 loss_bbox_dn: 0.100770 loss_giou_dn: 0.376980 loss_class_aux_dn: 1.902920 loss_bbox_aux_dn: 0.641508 loss_giou_aux_dn: 2.190388 loss: 15.576808 eta: 34 days, 2:56:16 batch_cost: 0.9826 data_cost: 0.0010 ips: 8.1420 images/s [07/26 23:02:42] ppdet.engine INFO: Epoch: [10] [48800/54024] learning_rate: 0.000100 loss_class: 0.683508 loss_bbox: 0.102348 loss_giou: 0.455322 loss_class_aux: 4.242462 loss_bbox_aux: 0.664290 loss_giou_aux: 2.852970 loss_class_dn: 0.333893 loss_bbox_dn: 0.098117 loss_giou_dn: 0.360054 loss_class_aux_dn: 1.797839 loss_bbox_aux_dn: 0.609850 loss_giou_aux_dn: 2.043800 loss: 14.065988 eta: 34 days, 2:53:12 batch_cost: 0.8484 data_cost: 0.0011 ips: 9.4297 images/s [07/26 23:04:14] ppdet.engine INFO: Epoch: [10] [48900/54024] learning_rate: 0.000100 loss_class: 0.691510 loss_bbox: 0.108962 loss_giou: 0.459593 loss_class_aux: 4.329719 loss_bbox_aux: 0.711956 loss_giou_aux: 2.834468 loss_class_dn: 0.353909 loss_bbox_dn: 0.100057 loss_giou_dn: 0.358157 loss_class_aux_dn: 1.909144 loss_bbox_aux_dn: 0.622891 loss_giou_aux_dn: 2.079621 loss: 14.912383 eta: 34 days, 2:51:07 batch_cost: 0.8759 data_cost: 0.0071 ips: 9.1335 images/s [07/26 23:05:41] ppdet.engine INFO: Epoch: [10] [49000/54024] learning_rate: 0.000100 loss_class: 0.707211 loss_bbox: 0.116494 loss_giou: 0.490362 loss_class_aux: 4.422942 loss_bbox_aux: 0.725712 loss_giou_aux: 3.049138 loss_class_dn: 0.349546 loss_bbox_dn: 0.105490 loss_giou_dn: 0.385920 loss_class_aux_dn: 1.892072 loss_bbox_aux_dn: 0.651898 loss_giou_aux_dn: 2.200750 loss: 14.899937 eta: 34 days, 2:47:17 batch_cost: 0.8262 data_cost: 0.0138 ips: 9.6824 images/s [07/26 23:07:18] ppdet.engine INFO: Epoch: [10] [49100/54024] learning_rate: 0.000100 loss_class: 0.705865 loss_bbox: 0.109051 loss_giou: 0.505745 loss_class_aux: 4.385699 loss_bbox_aux: 0.697918 loss_giou_aux: 3.175452 loss_class_dn: 0.347153 loss_bbox_dn: 0.101551 loss_giou_dn: 0.379980 loss_class_aux_dn: 1.893836 loss_bbox_aux_dn: 0.626820 loss_giou_aux_dn: 2.193317 loss: 15.079332 eta: 34 days, 2:46:49 batch_cost: 0.9221 data_cost: 0.0010 ips: 8.6756 images/s [07/26 23:08:45] ppdet.engine INFO: Epoch: [10] [49200/54024] learning_rate: 0.000100 loss_class: 0.686652 loss_bbox: 0.112003 loss_giou: 0.477654 loss_class_aux: 4.270494 loss_bbox_aux: 0.729053 loss_giou_aux: 2.947170 loss_class_dn: 0.347088 loss_bbox_dn: 0.098863 loss_giou_dn: 0.385244 loss_class_aux_dn: 1.892796 loss_bbox_aux_dn: 0.602722 loss_giou_aux_dn: 2.212572 loss: 14.932000 eta: 34 days, 2:42:57 batch_cost: 0.8253 data_cost: 0.0010 ips: 9.6937 images/s [07/26 23:10:13] ppdet.engine INFO: Epoch: [10] [49300/54024] learning_rate: 0.000100 loss_class: 0.661242 loss_bbox: 0.108526 loss_giou: 0.481412 loss_class_aux: 4.096694 loss_bbox_aux: 0.695347 loss_giou_aux: 3.043043 loss_class_dn: 0.331505 loss_bbox_dn: 0.100076 loss_giou_dn: 0.364328 loss_class_aux_dn: 1.783576 loss_bbox_aux_dn: 0.594156 loss_giou_aux_dn: 2.096025 loss: 14.898746 eta: 34 days, 2:39:15 batch_cost: 0.8296 data_cost: 0.0012 ips: 9.6435 images/s [07/26 23:11:43] ppdet.engine INFO: Epoch: [10] [49400/54024] learning_rate: 0.000100 loss_class: 0.663079 loss_bbox: 0.107869 loss_giou: 0.447028 loss_class_aux: 4.255215 loss_bbox_aux: 0.741752 loss_giou_aux: 2.809162 loss_class_dn: 0.334693 loss_bbox_dn: 0.107222 loss_giou_dn: 0.346303 loss_class_aux_dn: 1.813506 loss_bbox_aux_dn: 0.663448 loss_giou_aux_dn: 1.996665 loss: 14.241552 eta: 34 days, 2:36:12 batch_cost: 0.8485 data_cost: 0.0010 ips: 9.4284 images/s [07/26 23:13:12] ppdet.engine INFO: Epoch: [10] [49500/54024] learning_rate: 0.000100 loss_class: 0.703366 loss_bbox: 0.107391 loss_giou: 0.497174 loss_class_aux: 4.330424 loss_bbox_aux: 0.720033 loss_giou_aux: 3.189213 loss_class_dn: 0.345171 loss_bbox_dn: 0.099512 loss_giou_dn: 0.373976 loss_class_aux_dn: 1.870416 loss_bbox_aux_dn: 0.637093 loss_giou_aux_dn: 2.154144 loss: 15.314317 eta: 34 days, 2:33:09 batch_cost: 0.8481 data_cost: 0.0011 ips: 9.4325 images/s [07/26 23:14:39] ppdet.engine INFO: Epoch: [10] [49600/54024] learning_rate: 0.000100 loss_class: 0.672037 loss_bbox: 0.108404 loss_giou: 0.578060 loss_class_aux: 4.134301 loss_bbox_aux: 0.700999 loss_giou_aux: 3.570085 loss_class_dn: 0.351109 loss_bbox_dn: 0.096439 loss_giou_dn: 0.390195 loss_class_aux_dn: 1.887246 loss_bbox_aux_dn: 0.578591 loss_giou_aux_dn: 2.263759 loss: 15.422696 eta: 34 days, 2:29:02 batch_cost: 0.8177 data_cost: 0.0278 ips: 9.7830 images/s [07/26 23:16:16] ppdet.engine INFO: Epoch: [10] [49700/54024] learning_rate: 0.000100 loss_class: 0.695547 loss_bbox: 0.112959 loss_giou: 0.470305 loss_class_aux: 4.329544 loss_bbox_aux: 0.744673 loss_giou_aux: 2.956521 loss_class_dn: 0.348371 loss_bbox_dn: 0.101546 loss_giou_dn: 0.367637 loss_class_aux_dn: 1.873989 loss_bbox_aux_dn: 0.626419 loss_giou_aux_dn: 2.088458 loss: 14.986246 eta: 34 days, 2:28:29 batch_cost: 0.9198 data_cost: 0.0958 ips: 8.6978 images/s [07/26 23:17:50] ppdet.engine INFO: Epoch: [10] [49800/54024] learning_rate: 0.000100 loss_class: 0.694780 loss_bbox: 0.116509 loss_giou: 0.493328 loss_class_aux: 4.260441 loss_bbox_aux: 0.769863 loss_giou_aux: 3.086124 loss_class_dn: 0.358300 loss_bbox_dn: 0.108666 loss_giou_dn: 0.382207 loss_class_aux_dn: 1.918128 loss_bbox_aux_dn: 0.672133 loss_giou_aux_dn: 2.188367 loss: 15.055948 eta: 34 days, 2:27:10 batch_cost: 0.8980 data_cost: 0.0192 ips: 8.9082 images/s [07/26 23:19:15] ppdet.engine INFO: Epoch: [10] [49900/54024] learning_rate: 0.000100 loss_class: 0.666300 loss_bbox: 0.103822 loss_giou: 0.461262 loss_class_aux: 4.187478 loss_bbox_aux: 0.699993 loss_giou_aux: 2.893457 loss_class_dn: 0.329969 loss_bbox_dn: 0.097441 loss_giou_dn: 0.351176 loss_class_aux_dn: 1.769503 loss_bbox_aux_dn: 0.592516 loss_giou_aux_dn: 2.000494 loss: 14.217930 eta: 34 days, 2:22:19 batch_cost: 0.7961 data_cost: 0.0068 ips: 10.0488 images/s [07/26 23:20:41] ppdet.engine INFO: Epoch: [10] [50000/54024] learning_rate: 0.000100 loss_class: 0.679576 loss_bbox: 0.108159 loss_giou: 0.487812 loss_class_aux: 4.277709 loss_bbox_aux: 0.702854 loss_giou_aux: 3.035335 loss_class_dn: 0.348130 loss_bbox_dn: 0.096273 loss_giou_dn: 0.374871 loss_class_aux_dn: 1.850755 loss_bbox_aux_dn: 0.590234 loss_giou_aux_dn: 2.120958 loss: 15.125850 eta: 34 days, 2:18:01 batch_cost: 0.8123 data_cost: 0.0010 ips: 9.8485 images/s [07/26 23:22:02] ppdet.engine INFO: Epoch: [10] [50100/54024] learning_rate: 0.000100 loss_class: 0.710296 loss_bbox: 0.114477 loss_giou: 0.540417 loss_class_aux: 4.356676 loss_bbox_aux: 0.745907 loss_giou_aux: 3.398541 loss_class_dn: 0.357975 loss_bbox_dn: 0.107123 loss_giou_dn: 0.409178 loss_class_aux_dn: 1.935874 loss_bbox_aux_dn: 0.656215 loss_giou_aux_dn: 2.306106 loss: 15.950023 eta: 34 days, 2:12:06 batch_cost: 0.7654 data_cost: 0.0011 ips: 10.4527 images/s [07/26 23:23:33] ppdet.engine INFO: Epoch: [10] [50200/54024] learning_rate: 0.000100 loss_class: 0.665243 loss_bbox: 0.112166 loss_giou: 0.484665 loss_class_aux: 4.120798 loss_bbox_aux: 0.718863 loss_giou_aux: 3.045567 loss_class_dn: 0.339508 loss_bbox_dn: 0.096042 loss_giou_dn: 0.368022 loss_class_aux_dn: 1.822699 loss_bbox_aux_dn: 0.612522 loss_giou_aux_dn: 2.099706 loss: 15.170437 eta: 34 days, 2:09:23 batch_cost: 0.8575 data_cost: 0.0125 ips: 9.3295 images/s [07/26 23:25:09] ppdet.engine INFO: Epoch: [10] [50300/54024] learning_rate: 0.000100 loss_class: 0.691317 loss_bbox: 0.105193 loss_giou: 0.470763 loss_class_aux: 4.261677 loss_bbox_aux: 0.695982 loss_giou_aux: 2.969548 loss_class_dn: 0.334756 loss_bbox_dn: 0.096467 loss_giou_dn: 0.362396 loss_class_aux_dn: 1.793537 loss_bbox_aux_dn: 0.595888 loss_giou_aux_dn: 2.095136 loss: 14.715030 eta: 34 days, 2:08:42 batch_cost: 0.9158 data_cost: 0.0010 ips: 8.7359 images/s [07/26 23:26:36] ppdet.engine INFO: Epoch: [10] [50400/54024] learning_rate: 0.000100 loss_class: 0.688577 loss_bbox: 0.111661 loss_giou: 0.505326 loss_class_aux: 4.247231 loss_bbox_aux: 0.741765 loss_giou_aux: 3.181826 loss_class_dn: 0.356608 loss_bbox_dn: 0.108361 loss_giou_dn: 0.369669 loss_class_aux_dn: 1.874291 loss_bbox_aux_dn: 0.662780 loss_giou_aux_dn: 2.135241 loss: 15.621493 eta: 34 days, 2:04:41 batch_cost: 0.8201 data_cost: 0.0180 ips: 9.7553 images/s [07/26 23:27:58] ppdet.engine INFO: Epoch: [10] [50500/54024] learning_rate: 0.000100 loss_class: 0.722056 loss_bbox: 0.110582 loss_giou: 0.505037 loss_class_aux: 4.499985 loss_bbox_aux: 0.717478 loss_giou_aux: 3.138300 loss_class_dn: 0.366516 loss_bbox_dn: 0.095478 loss_giou_dn: 0.383566 loss_class_aux_dn: 1.964346 loss_bbox_aux_dn: 0.599446 loss_giou_aux_dn: 2.166450 loss: 15.757432 eta: 34 days, 1:59:05 batch_cost: 0.7741 data_cost: 0.0010 ips: 10.3346 images/s [07/26 23:29:37] ppdet.engine INFO: Epoch: [10] [50600/54024] learning_rate: 0.000100 loss_class: 0.718200 loss_bbox: 0.103658 loss_giou: 0.543444 loss_class_aux: 4.433581 loss_bbox_aux: 0.691370 loss_giou_aux: 3.424830 loss_class_dn: 0.356771 loss_bbox_dn: 0.096252 loss_giou_dn: 0.408430 loss_class_aux_dn: 1.950064 loss_bbox_aux_dn: 0.599145 loss_giou_aux_dn: 2.324093 loss: 15.715004 eta: 34 days, 1:59:17 batch_cost: 0.9414 data_cost: 0.0010 ips: 8.4981 images/s [07/26 23:31:27] ppdet.engine INFO: Epoch: [10] [50700/54024] learning_rate: 0.000100 loss_class: 0.758657 loss_bbox: 0.115836 loss_giou: 0.521024 loss_class_aux: 4.748076 loss_bbox_aux: 0.772327 loss_giou_aux: 3.282652 loss_class_dn: 0.360376 loss_bbox_dn: 0.113676 loss_giou_dn: 0.414539 loss_class_aux_dn: 1.950505 loss_bbox_aux_dn: 0.703869 loss_giou_aux_dn: 2.342529 loss: 16.299163 eta: 34 days, 2:03:22 batch_cost: 1.0532 data_cost: 0.0010 ips: 7.5957 images/s [07/26 23:32:50] ppdet.engine INFO: Epoch: [10] [50800/54024] learning_rate: 0.000100 loss_class: 0.695841 loss_bbox: 0.109333 loss_giou: 0.484498 loss_class_aux: 4.321424 loss_bbox_aux: 0.715325 loss_giou_aux: 3.036058 loss_class_dn: 0.348202 loss_bbox_dn: 0.100639 loss_giou_dn: 0.370513 loss_class_aux_dn: 1.858449 loss_bbox_aux_dn: 0.603922 loss_giou_aux_dn: 2.165193 loss: 15.601843 eta: 34 days, 1:57:53 batch_cost: 0.7773 data_cost: 0.0010 ips: 10.2916 images/s [07/26 23:34:31] ppdet.engine INFO: Epoch: [10] [50900/54024] learning_rate: 0.000100 loss_class: 0.683253 loss_bbox: 0.112589 loss_giou: 0.474425 loss_class_aux: 4.271582 loss_bbox_aux: 0.741210 loss_giou_aux: 2.970824 loss_class_dn: 0.333357 loss_bbox_dn: 0.102418 loss_giou_dn: 0.361754 loss_class_aux_dn: 1.800568 loss_bbox_aux_dn: 0.646238 loss_giou_aux_dn: 2.040317 loss: 14.485119 eta: 34 days, 1:58:54 batch_cost: 0.9654 data_cost: 0.0099 ips: 8.2867 images/s [07/26 23:36:09] ppdet.engine INFO: Epoch: [10] [51000/54024] learning_rate: 0.000100 loss_class: 0.699973 loss_bbox: 0.113269 loss_giou: 0.462244 loss_class_aux: 4.348341 loss_bbox_aux: 0.756105 loss_giou_aux: 2.931705 loss_class_dn: 0.349432 loss_bbox_dn: 0.100919 loss_giou_dn: 0.354947 loss_class_aux_dn: 1.858782 loss_bbox_aux_dn: 0.643875 loss_giou_aux_dn: 2.108142 loss: 15.164210 eta: 34 days, 1:58:50 batch_cost: 0.9335 data_cost: 0.0790 ips: 8.5703 images/s [07/26 23:37:42] ppdet.engine INFO: Epoch: [10] [51100/54024] learning_rate: 0.000100 loss_class: 0.631138 loss_bbox: 0.103942 loss_giou: 0.475351 loss_class_aux: 3.918047 loss_bbox_aux: 0.672992 loss_giou_aux: 2.956135 loss_class_dn: 0.320346 loss_bbox_dn: 0.090247 loss_giou_dn: 0.351973 loss_class_aux_dn: 1.731273 loss_bbox_aux_dn: 0.560440 loss_giou_aux_dn: 2.005767 loss: 14.055756 eta: 34 days, 1:56:42 batch_cost: 0.8741 data_cost: 0.0010 ips: 9.1526 images/s [07/26 23:39:15] ppdet.engine INFO: Epoch: [10] [51200/54024] learning_rate: 0.000100 loss_class: 0.709715 loss_bbox: 0.115706 loss_giou: 0.476897 loss_class_aux: 4.385848 loss_bbox_aux: 0.743226 loss_giou_aux: 2.964530 loss_class_dn: 0.358469 loss_bbox_dn: 0.109103 loss_giou_dn: 0.373849 loss_class_aux_dn: 1.918610 loss_bbox_aux_dn: 0.659891 loss_giou_aux_dn: 2.159055 loss: 15.637922 eta: 34 days, 1:54:47 batch_cost: 0.8803 data_cost: 0.0011 ips: 9.0875 images/s [07/26 23:41:05] ppdet.engine INFO: Epoch: [10] [51300/54024] learning_rate: 0.000100 loss_class: 0.696469 loss_bbox: 0.110445 loss_giou: 0.492095 loss_class_aux: 4.275796 loss_bbox_aux: 0.728752 loss_giou_aux: 3.048432 loss_class_dn: 0.341037 loss_bbox_dn: 0.104869 loss_giou_dn: 0.372380 loss_class_aux_dn: 1.868679 loss_bbox_aux_dn: 0.660189 loss_giou_aux_dn: 2.136238 loss: 15.068132 eta: 34 days, 1:59:05 batch_cost: 1.0608 data_cost: 0.0010 ips: 7.5417 images/s [07/26 23:42:28] ppdet.engine INFO: Epoch: [10] [51400/54024] learning_rate: 0.000100 loss_class: 0.653954 loss_bbox: 0.109814 loss_giou: 0.494709 loss_class_aux: 4.093828 loss_bbox_aux: 0.694931 loss_giou_aux: 3.076774 loss_class_dn: 0.339463 loss_bbox_dn: 0.094296 loss_giou_dn: 0.372651 loss_class_aux_dn: 1.848406 loss_bbox_aux_dn: 0.581721 loss_giou_aux_dn: 2.148372 loss: 14.527617 eta: 34 days, 1:53:41 batch_cost: 0.7791 data_cost: 0.0010 ips: 10.2678 images/s [07/26 23:43:54] ppdet.engine INFO: Epoch: [10] [51500/54024] learning_rate: 0.000100 loss_class: 0.733132 loss_bbox: 0.118478 loss_giou: 0.560860 loss_class_aux: 4.547578 loss_bbox_aux: 0.763687 loss_giou_aux: 3.416661 loss_class_dn: 0.355749 loss_bbox_dn: 0.107516 loss_giou_dn: 0.406782 loss_class_aux_dn: 1.921992 loss_bbox_aux_dn: 0.690475 loss_giou_aux_dn: 2.291451 loss: 15.732796 eta: 34 days, 1:49:43 batch_cost: 0.8212 data_cost: 0.0012 ips: 9.7420 images/s [07/26 23:45:19] ppdet.engine INFO: Epoch: [10] [51600/54024] learning_rate: 0.000100 loss_class: 0.718738 loss_bbox: 0.114136 loss_giou: 0.472808 loss_class_aux: 4.450589 loss_bbox_aux: 0.758285 loss_giou_aux: 3.047556 loss_class_dn: 0.354244 loss_bbox_dn: 0.106522 loss_giou_dn: 0.372304 loss_class_aux_dn: 1.925309 loss_bbox_aux_dn: 0.663076 loss_giou_aux_dn: 2.168266 loss: 15.603684 eta: 34 days, 1:45:04 batch_cost: 0.8007 data_cost: 0.0010 ips: 9.9915 images/s [07/26 23:46:47] ppdet.engine INFO: Epoch: [10] [51700/54024] learning_rate: 0.000100 loss_class: 0.716432 loss_bbox: 0.103827 loss_giou: 0.503471 loss_class_aux: 4.428324 loss_bbox_aux: 0.680867 loss_giou_aux: 3.128151 loss_class_dn: 0.326768 loss_bbox_dn: 0.096634 loss_giou_dn: 0.369579 loss_class_aux_dn: 1.772734 loss_bbox_aux_dn: 0.601015 loss_giou_aux_dn: 2.104218 loss: 15.021455 eta: 34 days, 1:41:23 batch_cost: 0.8288 data_cost: 0.0010 ips: 9.6524 images/s [07/26 23:48:13] ppdet.engine INFO: Epoch: [10] [51800/54024] learning_rate: 0.000100 loss_class: 0.658202 loss_bbox: 0.103219 loss_giou: 0.474474 loss_class_aux: 4.057943 loss_bbox_aux: 0.675784 loss_giou_aux: 2.975625 loss_class_dn: 0.331340 loss_bbox_dn: 0.098404 loss_giou_dn: 0.353205 loss_class_aux_dn: 1.814493 loss_bbox_aux_dn: 0.588009 loss_giou_aux_dn: 2.014624 loss: 14.622738 eta: 34 days, 1:37:14 batch_cost: 0.8150 data_cost: 0.0051 ips: 9.8158 images/s [07/26 23:49:44] ppdet.engine INFO: Epoch: [10] [51900/54024] learning_rate: 0.000100 loss_class: 0.677642 loss_bbox: 0.107217 loss_giou: 0.456414 loss_class_aux: 4.178724 loss_bbox_aux: 0.700190 loss_giou_aux: 2.878656 loss_class_dn: 0.342857 loss_bbox_dn: 0.097940 loss_giou_dn: 0.370283 loss_class_aux_dn: 1.862993 loss_bbox_aux_dn: 0.618488 loss_giou_aux_dn: 2.112582 loss: 14.126439 eta: 34 days, 1:34:57 batch_cost: 0.8698 data_cost: 0.0010 ips: 9.1971 images/s [07/26 23:51:06] ppdet.engine INFO: Epoch: [10] [52000/54024] learning_rate: 0.000100 loss_class: 0.650782 loss_bbox: 0.109061 loss_giou: 0.466629 loss_class_aux: 4.073897 loss_bbox_aux: 0.714048 loss_giou_aux: 2.936302 loss_class_dn: 0.338287 loss_bbox_dn: 0.099709 loss_giou_dn: 0.357895 loss_class_aux_dn: 1.843714 loss_bbox_aux_dn: 0.632828 loss_giou_aux_dn: 2.023066 loss: 14.722383 eta: 34 days, 1:29:23 batch_cost: 0.7738 data_cost: 0.0010 ips: 10.3390 images/s [07/26 23:52:28] ppdet.engine INFO: Epoch: [10] [52100/54024] learning_rate: 0.000100 loss_class: 0.661991 loss_bbox: 0.111512 loss_giou: 0.468691 loss_class_aux: 4.071755 loss_bbox_aux: 0.732820 loss_giou_aux: 2.975569 loss_class_dn: 0.338875 loss_bbox_dn: 0.100224 loss_giou_dn: 0.358233 loss_class_aux_dn: 1.822144 loss_bbox_aux_dn: 0.634856 loss_giou_aux_dn: 2.049535 loss: 14.837580 eta: 34 days, 1:23:53 batch_cost: 0.7753 data_cost: 0.0009 ips: 10.3192 images/s [07/26 23:53:58] ppdet.engine INFO: Epoch: [10] [52200/54024] learning_rate: 0.000100 loss_class: 0.717919 loss_bbox: 0.115570 loss_giou: 0.502251 loss_class_aux: 4.517293 loss_bbox_aux: 0.748817 loss_giou_aux: 3.157543 loss_class_dn: 0.363861 loss_bbox_dn: 0.105545 loss_giou_dn: 0.400319 loss_class_aux_dn: 1.914513 loss_bbox_aux_dn: 0.645515 loss_giou_aux_dn: 2.273541 loss: 15.865724 eta: 34 days, 1:21:03 batch_cost: 0.8533 data_cost: 0.0009 ips: 9.3753 images/s [07/26 23:55:22] ppdet.engine INFO: Epoch: [10] [52300/54024] learning_rate: 0.000100 loss_class: 0.723776 loss_bbox: 0.111378 loss_giou: 0.512611 loss_class_aux: 4.545788 loss_bbox_aux: 0.750337 loss_giou_aux: 3.139575 loss_class_dn: 0.363798 loss_bbox_dn: 0.106316 loss_giou_dn: 0.384161 loss_class_aux_dn: 1.939957 loss_bbox_aux_dn: 0.657132 loss_giou_aux_dn: 2.237989 loss: 16.081041 eta: 34 days, 1:16:23 batch_cost: 0.7995 data_cost: 0.0012 ips: 10.0059 images/s [07/26 23:56:47] ppdet.engine INFO: Epoch: [10] [52400/54024] learning_rate: 0.000100 loss_class: 0.705288 loss_bbox: 0.113005 loss_giou: 0.512108 loss_class_aux: 4.466352 loss_bbox_aux: 0.767883 loss_giou_aux: 3.233454 loss_class_dn: 0.348823 loss_bbox_dn: 0.101265 loss_giou_dn: 0.381802 loss_class_aux_dn: 1.891791 loss_bbox_aux_dn: 0.629193 loss_giou_aux_dn: 2.182912 loss: 15.303231 eta: 34 days, 1:11:53 batch_cost: 0.8045 data_cost: 0.0011 ips: 9.9436 images/s [07/26 23:58:09] ppdet.engine INFO: Epoch: [10] [52500/54024] learning_rate: 0.000100 loss_class: 0.710421 loss_bbox: 0.105608 loss_giou: 0.449403 loss_class_aux: 4.423452 loss_bbox_aux: 0.708158 loss_giou_aux: 2.845377 loss_class_dn: 0.336430 loss_bbox_dn: 0.102690 loss_giou_dn: 0.353463 loss_class_aux_dn: 1.831351 loss_bbox_aux_dn: 0.649716 loss_giou_aux_dn: 2.077947 loss: 14.827416 eta: 34 days, 1:06:16 batch_cost: 0.7714 data_cost: 0.0010 ips: 10.3710 images/s [07/26 23:59:39] ppdet.engine INFO: Epoch: [10] [52600/54024] learning_rate: 0.000100 loss_class: 0.665937 loss_bbox: 0.103301 loss_giou: 0.431561 loss_class_aux: 4.161608 loss_bbox_aux: 0.689611 loss_giou_aux: 2.699397 loss_class_dn: 0.330371 loss_bbox_dn: 0.095992 loss_giou_dn: 0.332475 loss_class_aux_dn: 1.782657 loss_bbox_aux_dn: 0.598687 loss_giou_aux_dn: 1.900374 loss: 13.993445 eta: 34 days, 1:03:16 batch_cost: 0.8478 data_cost: 0.0011 ips: 9.4359 images/s [07/27 00:01:10] ppdet.engine INFO: Epoch: [10] [52700/54024] learning_rate: 0.000100 loss_class: 0.697798 loss_bbox: 0.102100 loss_giou: 0.469943 loss_class_aux: 4.307966 loss_bbox_aux: 0.674122 loss_giou_aux: 2.934222 loss_class_dn: 0.336637 loss_bbox_dn: 0.098221 loss_giou_dn: 0.369362 loss_class_aux_dn: 1.783997 loss_bbox_aux_dn: 0.623476 loss_giou_aux_dn: 2.100081 loss: 14.595345 eta: 34 days, 1:01:01 batch_cost: 0.8701 data_cost: 0.0157 ips: 9.1948 images/s [07/27 00:02:34] ppdet.engine INFO: Epoch: [10] [52800/54024] learning_rate: 0.000100 loss_class: 0.698556 loss_bbox: 0.108824 loss_giou: 0.494066 loss_class_aux: 4.325946 loss_bbox_aux: 0.708752 loss_giou_aux: 3.115625 loss_class_dn: 0.349971 loss_bbox_dn: 0.102297 loss_giou_dn: 0.381616 loss_class_aux_dn: 1.892690 loss_bbox_aux_dn: 0.636701 loss_giou_aux_dn: 2.166840 loss: 15.176842 eta: 34 days, 0:56:08 batch_cost: 0.7928 data_cost: 0.0010 ips: 10.0903 images/s [07/27 00:03:58] ppdet.engine INFO: Epoch: [10] [52900/54024] learning_rate: 0.000100 loss_class: 0.680856 loss_bbox: 0.111797 loss_giou: 0.489506 loss_class_aux: 4.210790 loss_bbox_aux: 0.736447 loss_giou_aux: 3.046215 loss_class_dn: 0.339622 loss_bbox_dn: 0.097273 loss_giou_dn: 0.373978 loss_class_aux_dn: 1.820983 loss_bbox_aux_dn: 0.589838 loss_giou_aux_dn: 2.096626 loss: 14.557092 eta: 34 days, 0:51:15 batch_cost: 0.7927 data_cost: 0.0010 ips: 10.0920 images/s [07/27 00:05:29] ppdet.engine INFO: Epoch: [10] [53000/54024] learning_rate: 0.000100 loss_class: 0.665476 loss_bbox: 0.108548 loss_giou: 0.494965 loss_class_aux: 4.181838 loss_bbox_aux: 0.723813 loss_giou_aux: 3.096757 loss_class_dn: 0.350339 loss_bbox_dn: 0.096573 loss_giou_dn: 0.378240 loss_class_aux_dn: 1.896889 loss_bbox_aux_dn: 0.607863 loss_giou_aux_dn: 2.162562 loss: 14.946248 eta: 34 days, 0:48:50 batch_cost: 0.8645 data_cost: 0.0010 ips: 9.2540 images/s [07/27 00:07:01] ppdet.engine INFO: Epoch: [10] [53100/54024] learning_rate: 0.000100 loss_class: 0.701979 loss_bbox: 0.112459 loss_giou: 0.474107 loss_class_aux: 4.337249 loss_bbox_aux: 0.724553 loss_giou_aux: 2.976282 loss_class_dn: 0.344169 loss_bbox_dn: 0.099830 loss_giou_dn: 0.357124 loss_class_aux_dn: 1.883783 loss_bbox_aux_dn: 0.635355 loss_giou_aux_dn: 2.064620 loss: 15.270629 eta: 34 days, 0:46:30 batch_cost: 0.8674 data_cost: 0.0189 ips: 9.2225 images/s [07/27 00:08:52] ppdet.engine INFO: Epoch: [10] [53200/54024] learning_rate: 0.000100 loss_class: 0.713516 loss_bbox: 0.112926 loss_giou: 0.510196 loss_class_aux: 4.477593 loss_bbox_aux: 0.705589 loss_giou_aux: 3.168337 loss_class_dn: 0.354574 loss_bbox_dn: 0.099354 loss_giou_dn: 0.390183 loss_class_aux_dn: 1.917217 loss_bbox_aux_dn: 0.616770 loss_giou_aux_dn: 2.202743 loss: 15.225805 eta: 34 days, 0:50:59 batch_cost: 1.0673 data_cost: 0.0010 ips: 7.4956 images/s [07/27 00:10:16] ppdet.engine INFO: Epoch: [10] [53300/54024] learning_rate: 0.000100 loss_class: 0.680534 loss_bbox: 0.115955 loss_giou: 0.476121 loss_class_aux: 4.228268 loss_bbox_aux: 0.744892 loss_giou_aux: 3.015182 loss_class_dn: 0.334257 loss_bbox_dn: 0.101039 loss_giou_dn: 0.361046 loss_class_aux_dn: 1.800290 loss_bbox_aux_dn: 0.632178 loss_giou_aux_dn: 2.095588 loss: 14.661942 eta: 34 days, 0:46:01 batch_cost: 0.7895 data_cost: 0.0010 ips: 10.1326 images/s [07/27 00:11:39] ppdet.engine INFO: Epoch: [10] [53400/54024] learning_rate: 0.000100 loss_class: 0.689657 loss_bbox: 0.103159 loss_giou: 0.461755 loss_class_aux: 4.270942 loss_bbox_aux: 0.696046 loss_giou_aux: 2.891611 loss_class_dn: 0.335212 loss_bbox_dn: 0.107991 loss_giou_dn: 0.360093 loss_class_aux_dn: 1.842960 loss_bbox_aux_dn: 0.656325 loss_giou_aux_dn: 2.072792 loss: 15.159596 eta: 34 days, 0:40:54 batch_cost: 0.7855 data_cost: 0.0010 ips: 10.1850 images/s [07/27 00:13:14] ppdet.engine INFO: Epoch: [10] [53500/54024] learning_rate: 0.000100 loss_class: 0.713585 loss_bbox: 0.107911 loss_giou: 0.483980 loss_class_aux: 4.496003 loss_bbox_aux: 0.710866 loss_giou_aux: 3.018248 loss_class_dn: 0.349060 loss_bbox_dn: 0.100168 loss_giou_dn: 0.356890 loss_class_aux_dn: 1.868966 loss_bbox_aux_dn: 0.615513 loss_giou_aux_dn: 2.066990 loss: 15.045252 eta: 34 days, 0:39:39 batch_cost: 0.8989 data_cost: 0.0271 ips: 8.8995 images/s [07/27 00:14:41] ppdet.engine INFO: Epoch: [10] [53600/54024] learning_rate: 0.000100 loss_class: 0.666484 loss_bbox: 0.112962 loss_giou: 0.466851 loss_class_aux: 4.116044 loss_bbox_aux: 0.746730 loss_giou_aux: 2.961666 loss_class_dn: 0.341876 loss_bbox_dn: 0.103322 loss_giou_dn: 0.358473 loss_class_aux_dn: 1.808979 loss_bbox_aux_dn: 0.644124 loss_giou_aux_dn: 2.050253 loss: 14.479564 eta: 34 days, 0:35:55 batch_cost: 0.8259 data_cost: 0.0618 ips: 9.6861 images/s [07/27 00:16:22] ppdet.engine INFO: Epoch: [10] [53700/54024] learning_rate: 0.000100 loss_class: 0.677471 loss_bbox: 0.107550 loss_giou: 0.472561 loss_class_aux: 4.144655 loss_bbox_aux: 0.714491 loss_giou_aux: 2.951827 loss_class_dn: 0.338931 loss_bbox_dn: 0.104924 loss_giou_dn: 0.356728 loss_class_aux_dn: 1.830456 loss_bbox_aux_dn: 0.645788 loss_giou_aux_dn: 2.034406 loss: 14.585540 eta: 34 days, 0:36:45 batch_cost: 0.9605 data_cost: 0.0010 ips: 8.3293 images/s [07/27 00:17:58] ppdet.engine INFO: Epoch: [10] [53800/54024] learning_rate: 0.000100 loss_class: 0.658735 loss_bbox: 0.106656 loss_giou: 0.479579 loss_class_aux: 4.197767 loss_bbox_aux: 0.692613 loss_giou_aux: 3.005202 loss_class_dn: 0.338009 loss_bbox_dn: 0.101166 loss_giou_dn: 0.351247 loss_class_aux_dn: 1.828257 loss_bbox_aux_dn: 0.620263 loss_giou_aux_dn: 2.016131 loss: 14.820481 eta: 34 days, 0:36:04 batch_cost: 0.9154 data_cost: 0.0012 ips: 8.7394 images/s [07/27 00:19:36] ppdet.engine INFO: Epoch: [10] [53900/54024] learning_rate: 0.000100 loss_class: 0.693961 loss_bbox: 0.107386 loss_giou: 0.542226 loss_class_aux: 4.385934 loss_bbox_aux: 0.693925 loss_giou_aux: 3.369087 loss_class_dn: 0.352674 loss_bbox_dn: 0.098380 loss_giou_dn: 0.390980 loss_class_aux_dn: 1.884659 loss_bbox_aux_dn: 0.600495 loss_giou_aux_dn: 2.243336 loss: 15.249991 eta: 34 days, 0:35:54 batch_cost: 0.9311 data_cost: 0.0013 ips: 8.5916 images/s [07/27 00:21:15] ppdet.engine INFO: Epoch: [10] [54000/54024] learning_rate: 0.000100 loss_class: 0.646368 loss_bbox: 0.108723 loss_giou: 0.462263 loss_class_aux: 3.985801 loss_bbox_aux: 0.713129 loss_giou_aux: 2.868580 loss_class_dn: 0.336115 loss_bbox_dn: 0.101588 loss_giou_dn: 0.353110 loss_class_aux_dn: 1.801872 loss_bbox_aux_dn: 0.604556 loss_giou_aux_dn: 2.021700 loss: 15.096529 eta: 34 days, 0:36:08 batch_cost: 0.9428 data_cost: 0.0010 ips: 8.4856 images/s [07/27 00:21:47] ppdet.engine INFO: Eval iter: 0 [07/27 00:22:07] ppdet.engine INFO: Eval iter: 100 [07/27 00:22:28] ppdet.engine INFO: Eval iter: 200 [07/27 00:22:48] ppdet.engine INFO: Eval iter: 300 [07/27 00:23:08] ppdet.engine INFO: Eval iter: 400 [07/27 00:23:28] ppdet.engine INFO: Eval iter: 500 [07/27 00:23:48] ppdet.engine INFO: Eval iter: 600 [07/27 00:24:08] ppdet.engine INFO: Eval iter: 700 [07/27 00:24:28] ppdet.engine INFO: Eval iter: 800 [07/27 00:24:48] ppdet.engine INFO: Eval iter: 900 [07/27 00:25:08] ppdet.engine INFO: Eval iter: 1000 [07/27 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Done (t=21.04s) creating index... index created! [07/27 01:02:33] ppdet.metrics.coco_utils INFO: Start evaluate... Loading and preparing results... DONE (t=221.30s) creating index... index created! Running per image evaluation... Evaluate annotation type *bbox* DONE (t=2815.04s). Accumulating evaluation results... DONE (t=699.49s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.348 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.459 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.378 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.162 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.336 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.477 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.288 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.557 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.602 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.365 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.605 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.763 [07/27 02:06:37] ppdet.engine INFO: Total sample number: 80000, average FPS: 38.27675540800576 [07/27 02:06:37] ppdet.engine INFO: Best test bbox ap is 0.348. [07/27 02:06:51] ppdet.engine INFO: Epoch: [11] [ 0/54024] learning_rate: 0.000100 loss_class: 0.659145 loss_bbox: 0.106161 loss_giou: 0.466426 loss_class_aux: 4.186858 loss_bbox_aux: 0.700360 loss_giou_aux: 2.948037 loss_class_dn: 0.343406 loss_bbox_dn: 0.097155 loss_giou_dn: 0.360201 loss_class_aux_dn: 1.844404 loss_bbox_aux_dn: 0.594494 loss_giou_aux_dn: 2.081854 loss: 15.245896 eta: 34 days, 0:35:09 batch_cost: 0.9121 data_cost: 0.0015 ips: 8.7707 images/s [07/27 02:08:45] ppdet.engine INFO: Epoch: [11] [ 100/54024] learning_rate: 0.000100 loss_class: 0.698314 loss_bbox: 0.111401 loss_giou: 0.482580 loss_class_aux: 4.302739 loss_bbox_aux: 0.724790 loss_giou_aux: 3.009995 loss_class_dn: 0.350856 loss_bbox_dn: 0.098312 loss_giou_dn: 0.374356 loss_class_aux_dn: 1.898359 loss_bbox_aux_dn: 0.608384 loss_giou_aux_dn: 2.126566 loss: 15.367985 eta: 34 days, 0:40:23 batch_cost: 1.0908 data_cost: 0.0045 ips: 7.3343 images/s [07/27 02:10:14] ppdet.engine INFO: Epoch: [11] [ 200/54024] learning_rate: 0.000100 loss_class: 0.668738 loss_bbox: 0.106208 loss_giou: 0.478486 loss_class_aux: 4.168360 loss_bbox_aux: 0.661944 loss_giou_aux: 3.003549 loss_class_dn: 0.327302 loss_bbox_dn: 0.096791 loss_giou_dn: 0.359574 loss_class_aux_dn: 1.779056 loss_bbox_aux_dn: 0.606552 loss_giou_aux_dn: 2.042623 loss: 14.749392 eta: 34 days, 0:37:23 batch_cost: 0.8474 data_cost: 0.0267 ips: 9.4410 images/s [07/27 02:11:49] ppdet.engine INFO: Epoch: [11] [ 300/54024] learning_rate: 0.000100 loss_class: 0.690361 loss_bbox: 0.106849 loss_giou: 0.469085 loss_class_aux: 4.291120 loss_bbox_aux: 0.696726 loss_giou_aux: 2.976907 loss_class_dn: 0.341964 loss_bbox_dn: 0.093459 loss_giou_dn: 0.360958 loss_class_aux_dn: 1.862824 loss_bbox_aux_dn: 0.594517 loss_giou_aux_dn: 2.055915 loss: 14.609448 eta: 34 days, 0:36:06 batch_cost: 0.8982 data_cost: 0.0321 ips: 8.9063 images/s [07/27 02:13:25] ppdet.engine INFO: Epoch: [11] [ 400/54024] learning_rate: 0.000100 loss_class: 0.669939 loss_bbox: 0.113680 loss_giou: 0.447631 loss_class_aux: 4.282111 loss_bbox_aux: 0.739107 loss_giou_aux: 2.847866 loss_class_dn: 0.336516 loss_bbox_dn: 0.110280 loss_giou_dn: 0.345936 loss_class_aux_dn: 1.836901 loss_bbox_aux_dn: 0.681699 loss_giou_aux_dn: 2.033095 loss: 14.677472 eta: 34 days, 0:35:26 batch_cost: 0.9166 data_cost: 0.0516 ips: 8.7284 images/s [07/27 02:14:55] ppdet.engine INFO: Epoch: [11] [ 500/54024] learning_rate: 0.000100 loss_class: 0.681682 loss_bbox: 0.108504 loss_giou: 0.474749 loss_class_aux: 4.246800 loss_bbox_aux: 0.704170 loss_giou_aux: 2.979178 loss_class_dn: 0.353931 loss_bbox_dn: 0.098695 loss_giou_dn: 0.373727 loss_class_aux_dn: 1.880893 loss_bbox_aux_dn: 0.615715 loss_giou_aux_dn: 2.125299 loss: 15.270316 eta: 34 days, 0:32:36 batch_cost: 0.8522 data_cost: 0.0010 ips: 9.3871 images/s [07/27 02:16:40] ppdet.engine INFO: Epoch: [11] [ 600/54024] learning_rate: 0.000100 loss_class: 0.662253 loss_bbox: 0.103155 loss_giou: 0.474040 loss_class_aux: 4.128250 loss_bbox_aux: 0.671161 loss_giou_aux: 2.965543 loss_class_dn: 0.326508 loss_bbox_dn: 0.100933 loss_giou_dn: 0.353870 loss_class_aux_dn: 1.745426 loss_bbox_aux_dn: 0.612781 loss_giou_aux_dn: 2.040538 loss: 14.020952 eta: 34 days, 0:34:59 batch_cost: 1.0066 data_cost: 0.0010 ips: 7.9476 images/s [07/27 02:18:20] ppdet.engine INFO: Epoch: [11] [ 700/54024] learning_rate: 0.000100 loss_class: 0.662308 loss_bbox: 0.106537 loss_giou: 0.519611 loss_class_aux: 4.193541 loss_bbox_aux: 0.707617 loss_giou_aux: 3.214524 loss_class_dn: 0.343770 loss_bbox_dn: 0.096833 loss_giou_dn: 0.375178 loss_class_aux_dn: 1.863949 loss_bbox_aux_dn: 0.600968 loss_giou_aux_dn: 2.143887 loss: 14.592286 eta: 34 days, 0:35:35 batch_cost: 0.9541 data_cost: 0.0011 ips: 8.3849 images/s [07/27 02:19:55] ppdet.engine INFO: Epoch: [11] [ 800/54024] learning_rate: 0.000100 loss_class: 0.649821 loss_bbox: 0.101851 loss_giou: 0.452868 loss_class_aux: 4.096413 loss_bbox_aux: 0.673648 loss_giou_aux: 2.844300 loss_class_dn: 0.322665 loss_bbox_dn: 0.093243 loss_giou_dn: 0.354739 loss_class_aux_dn: 1.756961 loss_bbox_aux_dn: 0.591066 loss_giou_aux_dn: 2.052347 loss: 14.121338 eta: 34 days, 0:34:27 batch_cost: 0.9027 data_cost: 0.0415 ips: 8.8624 images/s [07/27 02:21:25] ppdet.engine INFO: Epoch: [11] [ 900/54024] learning_rate: 0.000100 loss_class: 0.675094 loss_bbox: 0.113628 loss_giou: 0.474080 loss_class_aux: 4.175166 loss_bbox_aux: 0.751369 loss_giou_aux: 2.997908 loss_class_dn: 0.343819 loss_bbox_dn: 0.105256 loss_giou_dn: 0.379745 loss_class_aux_dn: 1.851485 loss_bbox_aux_dn: 0.671296 loss_giou_aux_dn: 2.192999 loss: 14.835904 eta: 34 days, 0:31:47 batch_cost: 0.8574 data_cost: 0.0016 ips: 9.3308 images/s [07/27 02:23:01] ppdet.engine INFO: Epoch: [11] [ 1000/54024] learning_rate: 0.000100 loss_class: 0.684068 loss_bbox: 0.113372 loss_giou: 0.527815 loss_class_aux: 4.194147 loss_bbox_aux: 0.748439 loss_giou_aux: 3.287885 loss_class_dn: 0.353023 loss_bbox_dn: 0.099879 loss_giou_dn: 0.385944 loss_class_aux_dn: 1.901767 loss_bbox_aux_dn: 0.642190 loss_giou_aux_dn: 2.212576 loss: 15.279149 eta: 34 days, 0:30:43 batch_cost: 0.9046 data_cost: 0.0421 ips: 8.8436 images/s [07/27 02:24:33] ppdet.engine INFO: Epoch: [11] [ 1100/54024] learning_rate: 0.000100 loss_class: 0.687869 loss_bbox: 0.108347 loss_giou: 0.498842 loss_class_aux: 4.261622 loss_bbox_aux: 0.708294 loss_giou_aux: 3.121588 loss_class_dn: 0.338625 loss_bbox_dn: 0.089660 loss_giou_dn: 0.376721 loss_class_aux_dn: 1.837268 loss_bbox_aux_dn: 0.578244 loss_giou_aux_dn: 2.142683 loss: 15.013075 eta: 34 days, 0:28:47 batch_cost: 0.8787 data_cost: 0.0010 ips: 9.1039 images/s [07/27 02:26:05] ppdet.engine INFO: Epoch: [11] [ 1200/54024] learning_rate: 0.000100 loss_class: 0.746688 loss_bbox: 0.116934 loss_giou: 0.497450 loss_class_aux: 4.598771 loss_bbox_aux: 0.778991 loss_giou_aux: 3.165755 loss_class_dn: 0.361252 loss_bbox_dn: 0.112365 loss_giou_dn: 0.397903 loss_class_aux_dn: 1.967577 loss_bbox_aux_dn: 0.705734 loss_giou_aux_dn: 2.253057 loss: 15.800397 eta: 34 days, 0:26:47 batch_cost: 0.8774 data_cost: 0.0010 ips: 9.1178 images/s [07/27 02:27:35] ppdet.engine INFO: Epoch: [11] [ 1300/54024] learning_rate: 0.000100 loss_class: 0.642454 loss_bbox: 0.110112 loss_giou: 0.507185 loss_class_aux: 4.088380 loss_bbox_aux: 0.686626 loss_giou_aux: 3.110052 loss_class_dn: 0.330805 loss_bbox_dn: 0.098269 loss_giou_dn: 0.380735 loss_class_aux_dn: 1.777805 loss_bbox_aux_dn: 0.599985 loss_giou_aux_dn: 2.166137 loss: 14.463639 eta: 34 days, 0:23:37 batch_cost: 0.8422 data_cost: 0.0010 ips: 9.4988 images/s [07/27 02:29:02] ppdet.engine INFO: Epoch: [11] [ 1400/54024] learning_rate: 0.000100 loss_class: 0.713141 loss_bbox: 0.114141 loss_giou: 0.528066 loss_class_aux: 4.452710 loss_bbox_aux: 0.730726 loss_giou_aux: 3.328448 loss_class_dn: 0.352966 loss_bbox_dn: 0.101141 loss_giou_dn: 0.387597 loss_class_aux_dn: 1.918761 loss_bbox_aux_dn: 0.624627 loss_giou_aux_dn: 2.207072 loss: 15.767056 eta: 34 days, 0:19:53 batch_cost: 0.8252 data_cost: 0.0010 ips: 9.6944 images/s [07/27 02:30:36] ppdet.engine INFO: Epoch: [11] [ 1500/54024] learning_rate: 0.000100 loss_class: 0.666892 loss_bbox: 0.107565 loss_giou: 0.515647 loss_class_aux: 4.112416 loss_bbox_aux: 0.722222 loss_giou_aux: 3.218941 loss_class_dn: 0.348441 loss_bbox_dn: 0.092974 loss_giou_dn: 0.377243 loss_class_aux_dn: 1.862358 loss_bbox_aux_dn: 0.582083 loss_giou_aux_dn: 2.128933 loss: 14.969593 eta: 34 days, 0:18:29 batch_cost: 0.8945 data_cost: 0.0010 ips: 8.9437 images/s [07/27 02:32:15] ppdet.engine INFO: Epoch: [11] [ 1600/54024] learning_rate: 0.000100 loss_class: 0.675424 loss_bbox: 0.111000 loss_giou: 0.488957 loss_class_aux: 4.212731 loss_bbox_aux: 0.730924 loss_giou_aux: 3.101896 loss_class_dn: 0.334819 loss_bbox_dn: 0.103701 loss_giou_dn: 0.366201 loss_class_aux_dn: 1.800287 loss_bbox_aux_dn: 0.624832 loss_giou_aux_dn: 2.099523 loss: 14.755383 eta: 34 days, 0:18:37 batch_cost: 0.9405 data_cost: 0.0360 ips: 8.5063 images/s [07/27 02:33:59] ppdet.engine INFO: Epoch: [11] [ 1700/54024] learning_rate: 0.000100 loss_class: 0.723016 loss_bbox: 0.103110 loss_giou: 0.505347 loss_class_aux: 4.516887 loss_bbox_aux: 0.660676 loss_giou_aux: 3.112605 loss_class_dn: 0.354629 loss_bbox_dn: 0.095995 loss_giou_dn: 0.373418 loss_class_aux_dn: 1.920135 loss_bbox_aux_dn: 0.594731 loss_giou_aux_dn: 2.175655 loss: 15.492017 eta: 34 days, 0:20:22 batch_cost: 0.9890 data_cost: 0.0225 ips: 8.0886 images/s [07/27 02:35:48] ppdet.engine INFO: Epoch: [11] [ 1800/54024] learning_rate: 0.000100 loss_class: 0.670551 loss_bbox: 0.107772 loss_giou: 0.474591 loss_class_aux: 4.203898 loss_bbox_aux: 0.707415 loss_giou_aux: 2.958168 loss_class_dn: 0.339987 loss_bbox_dn: 0.100498 loss_giou_dn: 0.359211 loss_class_aux_dn: 1.859208 loss_bbox_aux_dn: 0.621818 loss_giou_aux_dn: 2.048158 loss: 15.066977 eta: 34 days, 0:24:08 batch_cost: 1.0491 data_cost: 0.0010 ips: 7.6256 images/s [07/27 02:37:22] ppdet.engine INFO: Epoch: [11] [ 1900/54024] learning_rate: 0.000100 loss_class: 0.698173 loss_bbox: 0.108590 loss_giou: 0.462317 loss_class_aux: 4.337897 loss_bbox_aux: 0.696494 loss_giou_aux: 2.933200 loss_class_dn: 0.335375 loss_bbox_dn: 0.099098 loss_giou_dn: 0.360426 loss_class_aux_dn: 1.821067 loss_bbox_aux_dn: 0.628736 loss_giou_aux_dn: 2.103173 loss: 14.692080 eta: 34 days, 0:22:39 batch_cost: 0.8924 data_cost: 0.0010 ips: 8.9642 images/s [07/27 02:38:51] ppdet.engine INFO: Epoch: [11] [ 2000/54024] learning_rate: 0.000100 loss_class: 0.664761 loss_bbox: 0.107078 loss_giou: 0.481308 loss_class_aux: 4.152590 loss_bbox_aux: 0.699235 loss_giou_aux: 2.961070 loss_class_dn: 0.340253 loss_bbox_dn: 0.099161 loss_giou_dn: 0.363029 loss_class_aux_dn: 1.836102 loss_bbox_aux_dn: 0.617550 loss_giou_aux_dn: 2.064164 loss: 14.607785 eta: 34 days, 0:19:42 batch_cost: 0.8483 data_cost: 0.0010 ips: 9.4302 images/s [07/27 02:40:23] ppdet.engine INFO: Epoch: [11] [ 2100/54024] learning_rate: 0.000100 loss_class: 0.706575 loss_bbox: 0.109328 loss_giou: 0.517074 loss_class_aux: 4.311010 loss_bbox_aux: 0.713867 loss_giou_aux: 3.248982 loss_class_dn: 0.343599 loss_bbox_dn: 0.100409 loss_giou_dn: 0.377160 loss_class_aux_dn: 1.895787 loss_bbox_aux_dn: 0.602469 loss_giou_aux_dn: 2.196012 loss: 15.147018 eta: 34 days, 0:17:26 batch_cost: 0.8690 data_cost: 0.0010 ips: 9.2063 images/s [07/27 02:41:57] ppdet.engine INFO: Epoch: [11] [ 2200/54024] learning_rate: 0.000100 loss_class: 0.696265 loss_bbox: 0.102050 loss_giou: 0.483309 loss_class_aux: 4.347968 loss_bbox_aux: 0.671998 loss_giou_aux: 3.009866 loss_class_dn: 0.337561 loss_bbox_dn: 0.097202 loss_giou_dn: 0.360131 loss_class_aux_dn: 1.849405 loss_bbox_aux_dn: 0.604408 loss_giou_aux_dn: 2.049005 loss: 15.068861 eta: 34 days, 0:15:47 batch_cost: 0.8874 data_cost: 0.0016 ips: 9.0146 images/s [07/27 02:43:23] ppdet.engine INFO: Epoch: [11] [ 2300/54024] learning_rate: 0.000100 loss_class: 0.670164 loss_bbox: 0.109546 loss_giou: 0.473981 loss_class_aux: 4.117607 loss_bbox_aux: 0.714062 loss_giou_aux: 3.003923 loss_class_dn: 0.334174 loss_bbox_dn: 0.098034 loss_giou_dn: 0.375885 loss_class_aux_dn: 1.756084 loss_bbox_aux_dn: 0.593610 loss_giou_aux_dn: 2.177802 loss: 15.083589 eta: 34 days, 0:11:48 batch_cost: 0.8178 data_cost: 0.0010 ips: 9.7826 images/s [07/27 02:45:00] ppdet.engine INFO: Epoch: [11] [ 2400/54024] learning_rate: 0.000100 loss_class: 0.681517 loss_bbox: 0.102920 loss_giou: 0.531634 loss_class_aux: 4.190517 loss_bbox_aux: 0.670573 loss_giou_aux: 3.278823 loss_class_dn: 0.352198 loss_bbox_dn: 0.099186 loss_giou_dn: 0.386413 loss_class_aux_dn: 1.922571 loss_bbox_aux_dn: 0.620571 loss_giou_aux_dn: 2.208198 loss: 15.264519 eta: 34 days, 0:10:59 batch_cost: 0.9124 data_cost: 0.0010 ips: 8.7680 images/s [07/27 02:46:34] ppdet.engine INFO: Epoch: [11] [ 2500/54024] learning_rate: 0.000100 loss_class: 0.681224 loss_bbox: 0.107970 loss_giou: 0.466422 loss_class_aux: 4.256055 loss_bbox_aux: 0.706448 loss_giou_aux: 2.916740 loss_class_dn: 0.336052 loss_bbox_dn: 0.101162 loss_giou_dn: 0.347936 loss_class_aux_dn: 1.841146 loss_bbox_aux_dn: 0.611149 loss_giou_aux_dn: 1.975116 loss: 14.758798 eta: 34 days, 0:09:34 batch_cost: 0.8942 data_cost: 0.0010 ips: 8.9463 images/s [07/27 02:48:07] ppdet.engine INFO: Epoch: [11] [ 2600/54024] learning_rate: 0.000100 loss_class: 0.660397 loss_bbox: 0.109226 loss_giou: 0.484437 loss_class_aux: 4.122159 loss_bbox_aux: 0.713748 loss_giou_aux: 2.996865 loss_class_dn: 0.343627 loss_bbox_dn: 0.102768 loss_giou_dn: 0.357715 loss_class_aux_dn: 1.830213 loss_bbox_aux_dn: 0.628173 loss_giou_aux_dn: 2.027879 loss: 14.648447 eta: 34 days, 0:07:34 batch_cost: 0.8766 data_cost: 0.0011 ips: 9.1267 images/s [07/27 02:49:46] ppdet.engine INFO: Epoch: [11] [ 2700/54024] learning_rate: 0.000100 loss_class: 0.717072 loss_bbox: 0.113761 loss_giou: 0.541421 loss_class_aux: 4.470885 loss_bbox_aux: 0.726366 loss_giou_aux: 3.379102 loss_class_dn: 0.365021 loss_bbox_dn: 0.108604 loss_giou_dn: 0.400920 loss_class_aux_dn: 1.974213 loss_bbox_aux_dn: 0.658225 loss_giou_aux_dn: 2.293883 loss: 15.941521 eta: 34 days, 0:07:57 batch_cost: 0.9486 data_cost: 0.0010 ips: 8.4331 images/s [07/27 02:51:15] ppdet.engine INFO: Epoch: [11] [ 2800/54024] learning_rate: 0.000100 loss_class: 0.693174 loss_bbox: 0.116347 loss_giou: 0.502526 loss_class_aux: 4.282737 loss_bbox_aux: 0.758946 loss_giou_aux: 3.166666 loss_class_dn: 0.341941 loss_bbox_dn: 0.105875 loss_giou_dn: 0.378393 loss_class_aux_dn: 1.844725 loss_bbox_aux_dn: 0.637992 loss_giou_aux_dn: 2.176584 loss: 14.725802 eta: 34 days, 0:04:21 batch_cost: 0.8290 data_cost: 0.0010 ips: 9.6499 images/s [07/27 02:52:48] ppdet.engine INFO: Epoch: [11] [ 2900/54024] learning_rate: 0.000100 loss_class: 0.689394 loss_bbox: 0.113302 loss_giou: 0.526460 loss_class_aux: 4.281503 loss_bbox_aux: 0.726870 loss_giou_aux: 3.281940 loss_class_dn: 0.337824 loss_bbox_dn: 0.094707 loss_giou_dn: 0.386679 loss_class_aux_dn: 1.815031 loss_bbox_aux_dn: 0.584566 loss_giou_aux_dn: 2.207304 loss: 15.129811 eta: 34 days, 0:02:48 batch_cost: 0.8899 data_cost: 0.0010 ips: 8.9897 images/s [07/27 02:54:18] ppdet.engine INFO: Epoch: [11] [ 3000/54024] learning_rate: 0.000100 loss_class: 0.670589 loss_bbox: 0.111223 loss_giou: 0.539592 loss_class_aux: 4.217597 loss_bbox_aux: 0.714218 loss_giou_aux: 3.444769 loss_class_dn: 0.354494 loss_bbox_dn: 0.101095 loss_giou_dn: 0.411907 loss_class_aux_dn: 1.906152 loss_bbox_aux_dn: 0.631811 loss_giou_aux_dn: 2.303279 loss: 15.628228 eta: 33 days, 23:59:45 batch_cost: 0.8456 data_cost: 0.0010 ips: 9.4610 images/s [07/27 02:55:47] ppdet.engine INFO: Epoch: [11] [ 3100/54024] learning_rate: 0.000100 loss_class: 0.663918 loss_bbox: 0.105816 loss_giou: 0.507818 loss_class_aux: 4.201871 loss_bbox_aux: 0.698109 loss_giou_aux: 3.138418 loss_class_dn: 0.344678 loss_bbox_dn: 0.099459 loss_giou_dn: 0.381645 loss_class_aux_dn: 1.874088 loss_bbox_aux_dn: 0.619934 loss_giou_aux_dn: 2.176587 loss: 14.688578 eta: 33 days, 23:56:40 batch_cost: 0.8443 data_cost: 0.0010 ips: 9.4754 images/s [07/27 02:57:18] ppdet.engine INFO: Epoch: [11] [ 3200/54024] learning_rate: 0.000100 loss_class: 0.686139 loss_bbox: 0.118917 loss_giou: 0.577053 loss_class_aux: 4.317431 loss_bbox_aux: 0.773181 loss_giou_aux: 3.594554 loss_class_dn: 0.365060 loss_bbox_dn: 0.108852 loss_giou_dn: 0.423780 loss_class_aux_dn: 1.951717 loss_bbox_aux_dn: 0.670608 loss_giou_aux_dn: 2.381858 loss: 16.288981 eta: 33 days, 23:54:20 batch_cost: 0.8664 data_cost: 0.0011 ips: 9.2331 images/s [07/27 02:58:50] ppdet.engine INFO: Epoch: [11] [ 3300/54024] learning_rate: 0.000100 loss_class: 0.662663 loss_bbox: 0.112522 loss_giou: 0.480459 loss_class_aux: 4.248716 loss_bbox_aux: 0.733102 loss_giou_aux: 3.002671 loss_class_dn: 0.345953 loss_bbox_dn: 0.101046 loss_giou_dn: 0.372309 loss_class_aux_dn: 1.887738 loss_bbox_aux_dn: 0.636534 loss_giou_aux_dn: 2.133484 loss: 15.183600 eta: 33 days, 23:52:13 batch_cost: 0.8731 data_cost: 0.0285 ips: 9.1627 images/s [07/27 03:00:20] ppdet.engine INFO: Epoch: [11] [ 3400/54024] learning_rate: 0.000100 loss_class: 0.732848 loss_bbox: 0.113210 loss_giou: 0.523246 loss_class_aux: 4.540980 loss_bbox_aux: 0.740492 loss_giou_aux: 3.206270 loss_class_dn: 0.354478 loss_bbox_dn: 0.102886 loss_giou_dn: 0.389429 loss_class_aux_dn: 1.936611 loss_bbox_aux_dn: 0.645565 loss_giou_aux_dn: 2.228192 loss: 15.896119 eta: 33 days, 23:49:32 batch_cost: 0.8564 data_cost: 0.0349 ips: 9.3420 images/s [07/27 03:02:14] ppdet.engine INFO: Epoch: [11] [ 3500/54024] learning_rate: 0.000100 loss_class: 0.699555 loss_bbox: 0.109309 loss_giou: 0.470254 loss_class_aux: 4.390205 loss_bbox_aux: 0.719748 loss_giou_aux: 2.919737 loss_class_dn: 0.356598 loss_bbox_dn: 0.103100 loss_giou_dn: 0.352189 loss_class_aux_dn: 1.904789 loss_bbox_aux_dn: 0.640158 loss_giou_aux_dn: 2.046565 loss: 15.234420 eta: 33 days, 23:54:26 batch_cost: 1.0849 data_cost: 0.0180 ips: 7.3741 images/s [07/27 03:03:51] ppdet.engine INFO: Epoch: [11] [ 3600/54024] learning_rate: 0.000100 loss_class: 0.686044 loss_bbox: 0.105770 loss_giou: 0.482004 loss_class_aux: 4.284133 loss_bbox_aux: 0.681504 loss_giou_aux: 3.015180 loss_class_dn: 0.341066 loss_bbox_dn: 0.103760 loss_giou_dn: 0.371552 loss_class_aux_dn: 1.849954 loss_bbox_aux_dn: 0.632471 loss_giou_aux_dn: 2.099448 loss: 14.601675 eta: 33 days, 23:54:16 batch_cost: 0.9321 data_cost: 0.0675 ips: 8.5829 images/s [07/27 03:05:52] ppdet.engine INFO: Epoch: [11] [ 3700/54024] learning_rate: 0.000100 loss_class: 0.738525 loss_bbox: 0.118544 loss_giou: 0.513692 loss_class_aux: 4.613140 loss_bbox_aux: 0.747362 loss_giou_aux: 3.248990 loss_class_dn: 0.354782 loss_bbox_dn: 0.105662 loss_giou_dn: 0.399876 loss_class_aux_dn: 1.905431 loss_bbox_aux_dn: 0.636216 loss_giou_aux_dn: 2.270752 loss: 15.387427 eta: 34 days, 0:01:24 batch_cost: 1.1526 data_cost: 0.0010 ips: 6.9407 images/s [07/27 03:07:21] ppdet.engine INFO: Epoch: [11] [ 3800/54024] learning_rate: 0.000100 loss_class: 0.672339 loss_bbox: 0.107484 loss_giou: 0.480104 loss_class_aux: 4.227994 loss_bbox_aux: 0.686232 loss_giou_aux: 3.000794 loss_class_dn: 0.341981 loss_bbox_dn: 0.104184 loss_giou_dn: 0.367601 loss_class_aux_dn: 1.846338 loss_bbox_aux_dn: 0.654739 loss_giou_aux_dn: 2.094584 loss: 14.664808 eta: 33 days, 23:58:29 batch_cost: 0.8493 data_cost: 0.0124 ips: 9.4200 images/s [07/27 03:08:50] ppdet.engine INFO: Epoch: [11] [ 3900/54024] learning_rate: 0.000100 loss_class: 0.702794 loss_bbox: 0.109172 loss_giou: 0.489084 loss_class_aux: 4.367717 loss_bbox_aux: 0.752137 loss_giou_aux: 3.110343 loss_class_dn: 0.347512 loss_bbox_dn: 0.104493 loss_giou_dn: 0.376422 loss_class_aux_dn: 1.894789 loss_bbox_aux_dn: 0.618001 loss_giou_aux_dn: 2.156347 loss: 15.065539 eta: 33 days, 23:55:27 batch_cost: 0.8457 data_cost: 0.0014 ips: 9.4599 images/s [07/27 03:10:17] ppdet.engine INFO: Epoch: [11] [ 4000/54024] learning_rate: 0.000100 loss_class: 0.692388 loss_bbox: 0.111363 loss_giou: 0.464424 loss_class_aux: 4.276283 loss_bbox_aux: 0.732044 loss_giou_aux: 2.911020 loss_class_dn: 0.340655 loss_bbox_dn: 0.102230 loss_giou_dn: 0.358409 loss_class_aux_dn: 1.837282 loss_bbox_aux_dn: 0.621921 loss_giou_aux_dn: 2.020525 loss: 14.990309 eta: 33 days, 23:51:29 batch_cost: 0.8170 data_cost: 0.0075 ips: 9.7914 images/s [07/27 03:11:41] ppdet.engine INFO: Epoch: [11] [ 4100/54024] learning_rate: 0.000100 loss_class: 0.710302 loss_bbox: 0.113623 loss_giou: 0.528838 loss_class_aux: 4.455626 loss_bbox_aux: 0.725121 loss_giou_aux: 3.370361 loss_class_dn: 0.362994 loss_bbox_dn: 0.095635 loss_giou_dn: 0.411564 loss_class_aux_dn: 1.974883 loss_bbox_aux_dn: 0.584608 loss_giou_aux_dn: 2.323267 loss: 15.873342 eta: 33 days, 23:46:39 batch_cost: 0.7913 data_cost: 0.0010 ips: 10.1095 images/s [07/27 03:13:34] ppdet.engine INFO: Epoch: [11] [ 4200/54024] learning_rate: 0.000100 loss_class: 0.698737 loss_bbox: 0.109846 loss_giou: 0.497922 loss_class_aux: 4.328075 loss_bbox_aux: 0.714291 loss_giou_aux: 3.162158 loss_class_dn: 0.351218 loss_bbox_dn: 0.106749 loss_giou_dn: 0.368307 loss_class_aux_dn: 1.879478 loss_bbox_aux_dn: 0.662657 loss_giou_aux_dn: 2.141637 loss: 15.020687 eta: 33 days, 23:51:24 batch_cost: 1.0814 data_cost: 0.0494 ips: 7.3979 images/s [07/27 03:15:00] ppdet.engine INFO: Epoch: [11] [ 4300/54024] learning_rate: 0.000100 loss_class: 0.709374 loss_bbox: 0.107796 loss_giou: 0.490215 loss_class_aux: 4.383087 loss_bbox_aux: 0.700128 loss_giou_aux: 3.021761 loss_class_dn: 0.344573 loss_bbox_dn: 0.099646 loss_giou_dn: 0.382719 loss_class_aux_dn: 1.857107 loss_bbox_aux_dn: 0.604835 loss_giou_aux_dn: 2.188511 loss: 15.698589 eta: 33 days, 23:47:13 batch_cost: 0.8103 data_cost: 0.0011 ips: 9.8733 images/s [07/27 03:16:32] ppdet.engine INFO: Epoch: [11] [ 4400/54024] learning_rate: 0.000100 loss_class: 0.684704 loss_bbox: 0.113686 loss_giou: 0.504942 loss_class_aux: 4.264036 loss_bbox_aux: 0.750168 loss_giou_aux: 3.096267 loss_class_dn: 0.353957 loss_bbox_dn: 0.099044 loss_giou_dn: 0.389678 loss_class_aux_dn: 1.893466 loss_bbox_aux_dn: 0.622411 loss_giou_aux_dn: 2.252108 loss: 15.470075 eta: 33 days, 23:45:10 batch_cost: 0.8754 data_cost: 0.0010 ips: 9.1389 images/s [07/27 03:17:57] ppdet.engine INFO: Epoch: [11] [ 4500/54024] learning_rate: 0.000100 loss_class: 0.736092 loss_bbox: 0.121364 loss_giou: 0.574228 loss_class_aux: 4.521313 loss_bbox_aux: 0.767566 loss_giou_aux: 3.572096 loss_class_dn: 0.370609 loss_bbox_dn: 0.104669 loss_giou_dn: 0.434504 loss_class_aux_dn: 1.975793 loss_bbox_aux_dn: 0.647573 loss_giou_aux_dn: 2.449076 loss: 16.298331 eta: 33 days, 23:40:25 batch_cost: 0.7932 data_cost: 0.0037 ips: 10.0860 images/s [07/27 03:19:32] ppdet.engine INFO: Epoch: [11] [ 4600/54024] learning_rate: 0.000100 loss_class: 0.659088 loss_bbox: 0.103652 loss_giou: 0.415566 loss_class_aux: 4.152297 loss_bbox_aux: 0.669473 loss_giou_aux: 2.656480 loss_class_dn: 0.315053 loss_bbox_dn: 0.095982 loss_giou_dn: 0.322035 loss_class_aux_dn: 1.721554 loss_bbox_aux_dn: 0.612076 loss_giou_aux_dn: 1.894162 loss: 13.658097 eta: 33 days, 23:39:14 batch_cost: 0.9013 data_cost: 0.0010 ips: 8.8757 images/s [07/27 03:21:03] ppdet.engine INFO: Epoch: [11] [ 4700/54024] learning_rate: 0.000100 loss_class: 0.669313 loss_bbox: 0.114896 loss_giou: 0.526635 loss_class_aux: 4.245836 loss_bbox_aux: 0.759142 loss_giou_aux: 3.297020 loss_class_dn: 0.350989 loss_bbox_dn: 0.101984 loss_giou_dn: 0.386945 loss_class_aux_dn: 1.901220 loss_bbox_aux_dn: 0.643838 loss_giou_aux_dn: 2.211460 loss: 15.417291 eta: 33 days, 23:36:50 batch_cost: 0.8646 data_cost: 0.0010 ips: 9.2533 images/s [07/27 03:22:50] ppdet.engine INFO: Epoch: [11] [ 4800/54024] learning_rate: 0.000100 loss_class: 0.691479 loss_bbox: 0.109287 loss_giou: 0.463612 loss_class_aux: 4.328557 loss_bbox_aux: 0.700171 loss_giou_aux: 2.896919 loss_class_dn: 0.328649 loss_bbox_dn: 0.102001 loss_giou_dn: 0.366767 loss_class_aux_dn: 1.787784 loss_bbox_aux_dn: 0.647000 loss_giou_aux_dn: 2.074809 loss: 14.145591 eta: 33 days, 23:39:45 batch_cost: 1.0266 data_cost: 0.1094 ips: 7.7930 images/s [07/27 03:24:36] ppdet.engine INFO: Epoch: [11] [ 4900/54024] learning_rate: 0.000100 loss_class: 0.710015 loss_bbox: 0.109320 loss_giou: 0.490185 loss_class_aux: 4.448896 loss_bbox_aux: 0.718571 loss_giou_aux: 3.064494 loss_class_dn: 0.358108 loss_bbox_dn: 0.096556 loss_giou_dn: 0.385683 loss_class_aux_dn: 1.924865 loss_bbox_aux_dn: 0.624391 loss_giou_aux_dn: 2.230233 loss: 15.275209 eta: 33 days, 23:42:09 batch_cost: 1.0107 data_cost: 0.0967 ips: 7.9154 images/s [07/27 03:26:23] ppdet.engine INFO: Epoch: [11] [ 5000/54024] learning_rate: 0.000100 loss_class: 0.654506 loss_bbox: 0.105917 loss_giou: 0.495818 loss_class_aux: 4.120850 loss_bbox_aux: 0.726442 loss_giou_aux: 3.159404 loss_class_dn: 0.341039 loss_bbox_dn: 0.095520 loss_giou_dn: 0.368674 loss_class_aux_dn: 1.858214 loss_bbox_aux_dn: 0.594280 loss_giou_aux_dn: 2.089790 loss: 14.767951 eta: 33 days, 23:44:39 batch_cost: 1.0139 data_cost: 0.0011 ips: 7.8901 images/s [07/27 03:28:08] ppdet.engine INFO: Epoch: [11] [ 5100/54024] learning_rate: 0.000100 loss_class: 0.689042 loss_bbox: 0.112546 loss_giou: 0.512641 loss_class_aux: 4.317859 loss_bbox_aux: 0.702930 loss_giou_aux: 3.226697 loss_class_dn: 0.346497 loss_bbox_dn: 0.098720 loss_giou_dn: 0.387581 loss_class_aux_dn: 1.897202 loss_bbox_aux_dn: 0.613583 loss_giou_aux_dn: 2.170549 loss: 15.126804 eta: 33 days, 23:46:57 batch_cost: 1.0077 data_cost: 0.0010 ips: 7.9386 images/s [07/27 03:29:33] ppdet.engine INFO: Epoch: [11] [ 5200/54024] learning_rate: 0.000100 loss_class: 0.691560 loss_bbox: 0.109891 loss_giou: 0.486123 loss_class_aux: 4.334484 loss_bbox_aux: 0.711969 loss_giou_aux: 2.986169 loss_class_dn: 0.341568 loss_bbox_dn: 0.105011 loss_giou_dn: 0.368944 loss_class_aux_dn: 1.854236 loss_bbox_aux_dn: 0.635072 loss_giou_aux_dn: 2.126417 loss: 15.135633 eta: 33 days, 23:42:23 batch_cost: 0.7987 data_cost: 0.0010 ips: 10.0168 images/s [07/27 03:31:00] ppdet.engine INFO: Epoch: [11] [ 5300/54024] learning_rate: 0.000100 loss_class: 0.732904 loss_bbox: 0.101192 loss_giou: 0.520145 loss_class_aux: 4.487982 loss_bbox_aux: 0.660797 loss_giou_aux: 3.283328 loss_class_dn: 0.358256 loss_bbox_dn: 0.091917 loss_giou_dn: 0.404513 loss_class_aux_dn: 1.938849 loss_bbox_aux_dn: 0.571793 loss_giou_aux_dn: 2.300391 loss: 16.089610 eta: 33 days, 23:38:35 batch_cost: 0.8217 data_cost: 0.0010 ips: 9.7359 images/s [07/27 03:32:33] ppdet.engine INFO: Epoch: [11] [ 5400/54024] learning_rate: 0.000100 loss_class: 0.687490 loss_bbox: 0.108256 loss_giou: 0.491811 loss_class_aux: 4.319419 loss_bbox_aux: 0.724642 loss_giou_aux: 3.122168 loss_class_dn: 0.343037 loss_bbox_dn: 0.097581 loss_giou_dn: 0.366990 loss_class_aux_dn: 1.849286 loss_bbox_aux_dn: 0.605196 loss_giou_aux_dn: 2.084240 loss: 14.340959 eta: 33 days, 23:36:48 batch_cost: 0.8837 data_cost: 0.0358 ips: 9.0528 images/s [07/27 03:34:16] ppdet.engine INFO: Epoch: [11] [ 5500/54024] learning_rate: 0.000100 loss_class: 0.679177 loss_bbox: 0.116615 loss_giou: 0.504566 loss_class_aux: 4.262944 loss_bbox_aux: 0.738225 loss_giou_aux: 3.129972 loss_class_dn: 0.362589 loss_bbox_dn: 0.101503 loss_giou_dn: 0.377257 loss_class_aux_dn: 1.918111 loss_bbox_aux_dn: 0.640735 loss_giou_aux_dn: 2.177305 loss: 15.356608 eta: 33 days, 23:38:15 batch_cost: 0.9824 data_cost: 0.0260 ips: 8.1437 images/s [07/27 03:35:45] ppdet.engine INFO: Epoch: [11] [ 5600/54024] learning_rate: 0.000100 loss_class: 0.684466 loss_bbox: 0.109454 loss_giou: 0.482923 loss_class_aux: 4.116278 loss_bbox_aux: 0.712151 loss_giou_aux: 2.983455 loss_class_dn: 0.344370 loss_bbox_dn: 0.092010 loss_giou_dn: 0.365700 loss_class_aux_dn: 1.872870 loss_bbox_aux_dn: 0.588577 loss_giou_aux_dn: 2.119211 loss: 14.979816 eta: 33 days, 23:35:02 batch_cost: 0.8395 data_cost: 0.0010 ips: 9.5297 images/s [07/27 03:37:15] ppdet.engine INFO: Epoch: [11] [ 5700/54024] learning_rate: 0.000100 loss_class: 0.673945 loss_bbox: 0.106334 loss_giou: 0.480278 loss_class_aux: 4.206194 loss_bbox_aux: 0.692591 loss_giou_aux: 3.026433 loss_class_dn: 0.334598 loss_bbox_dn: 0.101256 loss_giou_dn: 0.374690 loss_class_aux_dn: 1.793772 loss_bbox_aux_dn: 0.636070 loss_giou_aux_dn: 2.126361 loss: 14.419760 eta: 33 days, 23:32:12 batch_cost: 0.8514 data_cost: 0.0018 ips: 9.3960 images/s [07/27 03:38:51] ppdet.engine INFO: Epoch: [11] [ 5800/54024] learning_rate: 0.000100 loss_class: 0.675434 loss_bbox: 0.105178 loss_giou: 0.467216 loss_class_aux: 4.214506 loss_bbox_aux: 0.701404 loss_giou_aux: 2.914933 loss_class_dn: 0.338427 loss_bbox_dn: 0.109593 loss_giou_dn: 0.366061 loss_class_aux_dn: 1.807562 loss_bbox_aux_dn: 0.675114 loss_giou_aux_dn: 2.094886 loss: 15.004045 eta: 33 days, 23:31:44 batch_cost: 0.9236 data_cost: 0.0038 ips: 8.6617 images/s [07/27 03:40:23] ppdet.engine INFO: Epoch: [11] [ 5900/54024] learning_rate: 0.000100 loss_class: 0.687783 loss_bbox: 0.110809 loss_giou: 0.470384 loss_class_aux: 4.239976 loss_bbox_aux: 0.722872 loss_giou_aux: 2.949835 loss_class_dn: 0.326761 loss_bbox_dn: 0.107406 loss_giou_dn: 0.370573 loss_class_aux_dn: 1.774366 loss_bbox_aux_dn: 0.652794 loss_giou_aux_dn: 2.107970 loss: 14.880969 eta: 33 days, 23:29:25 batch_cost: 0.8670 data_cost: 0.0009 ips: 9.2276 images/s [07/27 03:41:52] ppdet.engine INFO: Epoch: [11] [ 6000/54024] learning_rate: 0.000100 loss_class: 0.678625 loss_bbox: 0.107109 loss_giou: 0.476407 loss_class_aux: 4.251055 loss_bbox_aux: 0.695574 loss_giou_aux: 2.926723 loss_class_dn: 0.339799 loss_bbox_dn: 0.096009 loss_giou_dn: 0.354324 loss_class_aux_dn: 1.827216 loss_bbox_aux_dn: 0.591835 loss_giou_aux_dn: 2.013749 loss: 14.656815 eta: 33 days, 23:26:13 batch_cost: 0.8398 data_cost: 0.0010 ips: 9.5257 images/s [07/27 03:43:27] ppdet.engine INFO: Epoch: [11] [ 6100/54024] learning_rate: 0.000100 loss_class: 0.688495 loss_bbox: 0.115725 loss_giou: 0.464186 loss_class_aux: 4.264222 loss_bbox_aux: 0.741749 loss_giou_aux: 2.947958 loss_class_dn: 0.345545 loss_bbox_dn: 0.101235 loss_giou_dn: 0.357357 loss_class_aux_dn: 1.878243 loss_bbox_aux_dn: 0.630499 loss_giou_aux_dn: 2.068748 loss: 14.953253 eta: 33 days, 23:25:13 batch_cost: 0.9075 data_cost: 0.0011 ips: 8.8150 images/s [07/27 03:45:10] ppdet.engine INFO: Epoch: [11] [ 6200/54024] learning_rate: 0.000100 loss_class: 0.707987 loss_bbox: 0.108923 loss_giou: 0.470940 loss_class_aux: 4.352736 loss_bbox_aux: 0.732560 loss_giou_aux: 2.936098 loss_class_dn: 0.331675 loss_bbox_dn: 0.101665 loss_giou_dn: 0.368909 loss_class_aux_dn: 1.790097 loss_bbox_aux_dn: 0.627460 loss_giou_aux_dn: 2.113673 loss: 14.679113 eta: 33 days, 23:26:25 batch_cost: 0.9748 data_cost: 0.0009 ips: 8.2066 images/s [07/27 03:46:40] ppdet.engine INFO: Epoch: [11] [ 6300/54024] learning_rate: 0.000100 loss_class: 0.683185 loss_bbox: 0.111041 loss_giou: 0.487428 loss_class_aux: 4.276184 loss_bbox_aux: 0.742068 loss_giou_aux: 3.013000 loss_class_dn: 0.327041 loss_bbox_dn: 0.102252 loss_giou_dn: 0.357202 loss_class_aux_dn: 1.817133 loss_bbox_aux_dn: 0.636368 loss_giou_aux_dn: 2.040359 loss: 14.976227 eta: 33 days, 23:23:34 batch_cost: 0.8508 data_cost: 0.0184 ips: 9.4034 images/s [07/27 03:48:26] ppdet.engine INFO: Epoch: [11] [ 6400/54024] learning_rate: 0.000100 loss_class: 0.706618 loss_bbox: 0.114111 loss_giou: 0.464087 loss_class_aux: 4.448573 loss_bbox_aux: 0.745943 loss_giou_aux: 2.850602 loss_class_dn: 0.340098 loss_bbox_dn: 0.107863 loss_giou_dn: 0.358617 loss_class_aux_dn: 1.888793 loss_bbox_aux_dn: 0.650186 loss_giou_aux_dn: 2.053902 loss: 14.961227 eta: 33 days, 23:25:58 batch_cost: 1.0117 data_cost: 0.0009 ips: 7.9075 images/s [07/27 03:49:56] ppdet.engine INFO: Epoch: [11] [ 6500/54024] learning_rate: 0.000100 loss_class: 0.703826 loss_bbox: 0.108434 loss_giou: 0.491656 loss_class_aux: 4.366427 loss_bbox_aux: 0.699319 loss_giou_aux: 3.104228 loss_class_dn: 0.354075 loss_bbox_dn: 0.101094 loss_giou_dn: 0.394339 loss_class_aux_dn: 1.925327 loss_bbox_aux_dn: 0.629525 loss_giou_aux_dn: 2.254930 loss: 15.473948 eta: 33 days, 23:23:20 batch_cost: 0.8573 data_cost: 0.0009 ips: 9.3315 images/s [07/27 03:51:39] ppdet.engine INFO: Epoch: [11] [ 6600/54024] learning_rate: 0.000100 loss_class: 0.667676 loss_bbox: 0.100382 loss_giou: 0.464888 loss_class_aux: 4.133604 loss_bbox_aux: 0.681346 loss_giou_aux: 2.952961 loss_class_dn: 0.341301 loss_bbox_dn: 0.096439 loss_giou_dn: 0.350470 loss_class_aux_dn: 1.843251 loss_bbox_aux_dn: 0.605031 loss_giou_aux_dn: 1.997998 loss: 14.418867 eta: 33 days, 23:24:36 batch_cost: 0.9773 data_cost: 0.0010 ips: 8.1859 images/s [07/27 03:53:00] ppdet.engine INFO: Epoch: [11] [ 6700/54024] learning_rate: 0.000100 loss_class: 0.653089 loss_bbox: 0.113998 loss_giou: 0.447378 loss_class_aux: 4.020472 loss_bbox_aux: 0.735573 loss_giou_aux: 2.796513 loss_class_dn: 0.332643 loss_bbox_dn: 0.102786 loss_giou_dn: 0.340497 loss_class_aux_dn: 1.786858 loss_bbox_aux_dn: 0.631979 loss_giou_aux_dn: 1.993231 loss: 14.364339 eta: 33 days, 23:18:58 batch_cost: 0.7652 data_cost: 0.0009 ips: 10.4548 images/s [07/27 03:54:26] ppdet.engine INFO: Epoch: [11] [ 6800/54024] learning_rate: 0.000100 loss_class: 0.650607 loss_bbox: 0.101187 loss_giou: 0.477500 loss_class_aux: 4.063518 loss_bbox_aux: 0.665741 loss_giou_aux: 2.972320 loss_class_dn: 0.322053 loss_bbox_dn: 0.093327 loss_giou_dn: 0.356344 loss_class_aux_dn: 1.746170 loss_bbox_aux_dn: 0.593801 loss_giou_aux_dn: 2.021044 loss: 14.291856 eta: 33 days, 23:15:10 batch_cost: 0.8209 data_cost: 0.0106 ips: 9.7449 images/s [07/27 03:55:59] ppdet.engine INFO: Epoch: [11] [ 6900/54024] learning_rate: 0.000100 loss_class: 0.692195 loss_bbox: 0.101514 loss_giou: 0.508623 loss_class_aux: 4.201940 loss_bbox_aux: 0.663418 loss_giou_aux: 3.140880 loss_class_dn: 0.346266 loss_bbox_dn: 0.098422 loss_giou_dn: 0.375200 loss_class_aux_dn: 1.855276 loss_bbox_aux_dn: 0.608049 loss_giou_aux_dn: 2.121243 loss: 15.035938 eta: 33 days, 23:13:03 batch_cost: 0.8732 data_cost: 0.0010 ips: 9.1615 images/s [07/27 03:57:25] ppdet.engine INFO: Epoch: [11] [ 7000/54024] learning_rate: 0.000100 loss_class: 0.756221 loss_bbox: 0.118873 loss_giou: 0.548491 loss_class_aux: 4.678887 loss_bbox_aux: 0.737957 loss_giou_aux: 3.490446 loss_class_dn: 0.388260 loss_bbox_dn: 0.103571 loss_giou_dn: 0.428409 loss_class_aux_dn: 2.077077 loss_bbox_aux_dn: 0.667526 loss_giou_aux_dn: 2.418723 loss: 17.208398 eta: 33 days, 23:09:02 batch_cost: 0.8141 data_cost: 0.0009 ips: 9.8274 images/s [07/27 03:58:54] ppdet.engine INFO: Epoch: [11] [ 7100/54024] learning_rate: 0.000100 loss_class: 0.684223 loss_bbox: 0.106584 loss_giou: 0.463326 loss_class_aux: 4.275347 loss_bbox_aux: 0.690514 loss_giou_aux: 2.910188 loss_class_dn: 0.335369 loss_bbox_dn: 0.096074 loss_giou_dn: 0.349044 loss_class_aux_dn: 1.819142 loss_bbox_aux_dn: 0.582314 loss_giou_aux_dn: 1.995093 loss: 14.260128 eta: 33 days, 23:06:04 batch_cost: 0.8470 data_cost: 0.0016 ips: 9.4449 images/s [07/27 04:00:25] ppdet.engine INFO: Epoch: [11] [ 7200/54024] learning_rate: 0.000100 loss_class: 0.667752 loss_bbox: 0.110160 loss_giou: 0.498706 loss_class_aux: 4.195497 loss_bbox_aux: 0.717509 loss_giou_aux: 3.078013 loss_class_dn: 0.343282 loss_bbox_dn: 0.100408 loss_giou_dn: 0.376638 loss_class_aux_dn: 1.865769 loss_bbox_aux_dn: 0.606513 loss_giou_aux_dn: 2.188789 loss: 15.233910 eta: 33 days, 23:03:40 batch_cost: 0.8642 data_cost: 0.0215 ips: 9.2573 images/s [07/27 04:02:06] ppdet.engine INFO: Epoch: [11] [ 7300/54024] learning_rate: 0.000100 loss_class: 0.703346 loss_bbox: 0.118001 loss_giou: 0.483173 loss_class_aux: 4.416209 loss_bbox_aux: 0.770925 loss_giou_aux: 3.036691 loss_class_dn: 0.333398 loss_bbox_dn: 0.100177 loss_giou_dn: 0.361946 loss_class_aux_dn: 1.816245 loss_bbox_aux_dn: 0.634613 loss_giou_aux_dn: 2.114447 loss: 14.714252 eta: 33 days, 23:04:29 batch_cost: 0.9633 data_cost: 0.0019 ips: 8.3045 images/s [07/27 04:03:36] ppdet.engine INFO: Epoch: [11] [ 7400/54024] learning_rate: 0.000100 loss_class: 0.674891 loss_bbox: 0.107590 loss_giou: 0.539278 loss_class_aux: 4.226482 loss_bbox_aux: 0.727405 loss_giou_aux: 3.378369 loss_class_dn: 0.354538 loss_bbox_dn: 0.095524 loss_giou_dn: 0.399086 loss_class_aux_dn: 1.906264 loss_bbox_aux_dn: 0.590839 loss_giou_aux_dn: 2.278223 loss: 15.714850 eta: 33 days, 23:01:57 batch_cost: 0.8603 data_cost: 0.0110 ips: 9.2993 images/s [07/27 04:05:16] ppdet.engine INFO: Epoch: [11] [ 7500/54024] learning_rate: 0.000100 loss_class: 0.661609 loss_bbox: 0.105668 loss_giou: 0.447236 loss_class_aux: 4.145601 loss_bbox_aux: 0.677214 loss_giou_aux: 2.770241 loss_class_dn: 0.328410 loss_bbox_dn: 0.103840 loss_giou_dn: 0.337035 loss_class_aux_dn: 1.763820 loss_bbox_aux_dn: 0.637948 loss_giou_aux_dn: 1.953020 loss: 13.876618 eta: 33 days, 23:02:28 batch_cost: 0.9544 data_cost: 0.1485 ips: 8.3823 images/s [07/27 04:06:49] ppdet.engine INFO: Epoch: [11] [ 7600/54024] learning_rate: 0.000100 loss_class: 0.683291 loss_bbox: 0.106623 loss_giou: 0.492293 loss_class_aux: 4.267906 loss_bbox_aux: 0.681679 loss_giou_aux: 3.125999 loss_class_dn: 0.341838 loss_bbox_dn: 0.092025 loss_giou_dn: 0.371049 loss_class_aux_dn: 1.868608 loss_bbox_aux_dn: 0.563722 loss_giou_aux_dn: 2.120801 loss: 14.512041 eta: 33 days, 23:00:38 batch_cost: 0.8815 data_cost: 0.0010 ips: 9.0759 images/s [07/27 04:08:28] ppdet.engine INFO: Epoch: [11] [ 7700/54024] learning_rate: 0.000100 loss_class: 0.694782 loss_bbox: 0.113035 loss_giou: 0.536970 loss_class_aux: 4.304880 loss_bbox_aux: 0.733420 loss_giou_aux: 3.371200 loss_class_dn: 0.357276 loss_bbox_dn: 0.105274 loss_giou_dn: 0.389867 loss_class_aux_dn: 1.916674 loss_bbox_aux_dn: 0.646432 loss_giou_aux_dn: 2.242041 loss: 15.268019 eta: 33 days, 23:00:39 batch_cost: 0.9390 data_cost: 0.0223 ips: 8.5193 images/s [07/27 04:10:02] ppdet.engine INFO: Epoch: [11] [ 7800/54024] learning_rate: 0.000100 loss_class: 0.675752 loss_bbox: 0.104376 loss_giou: 0.460110 loss_class_aux: 4.263165 loss_bbox_aux: 0.697350 loss_giou_aux: 2.943859 loss_class_dn: 0.349330 loss_bbox_dn: 0.097158 loss_giou_dn: 0.362663 loss_class_aux_dn: 1.867374 loss_bbox_aux_dn: 0.594330 loss_giou_aux_dn: 2.106337 loss: 15.088596 eta: 33 days, 22:59:14 batch_cost: 0.8946 data_cost: 0.0010 ips: 8.9421 images/s [07/27 04:11:37] ppdet.engine INFO: Epoch: [11] [ 7900/54024] learning_rate: 0.000100 loss_class: 0.690785 loss_bbox: 0.107342 loss_giou: 0.518005 loss_class_aux: 4.295922 loss_bbox_aux: 0.710332 loss_giou_aux: 3.247919 loss_class_dn: 0.353034 loss_bbox_dn: 0.094384 loss_giou_dn: 0.377876 loss_class_aux_dn: 1.909748 loss_bbox_aux_dn: 0.585273 loss_giou_aux_dn: 2.159473 loss: 15.251870 eta: 33 days, 22:57:54 batch_cost: 0.8973 data_cost: 0.0051 ips: 8.9161 images/s [07/27 04:13:17] ppdet.engine INFO: Epoch: [11] [ 8000/54024] learning_rate: 0.000100 loss_class: 0.726489 loss_bbox: 0.115411 loss_giou: 0.514603 loss_class_aux: 4.429039 loss_bbox_aux: 0.771340 loss_giou_aux: 3.220551 loss_class_dn: 0.351661 loss_bbox_dn: 0.100075 loss_giou_dn: 0.381493 loss_class_aux_dn: 1.908777 loss_bbox_aux_dn: 0.612000 loss_giou_aux_dn: 2.204885 loss: 15.871773 eta: 33 days, 22:58:31 batch_cost: 0.9576 data_cost: 0.0010 ips: 8.3544 images/s [07/27 04:14:48] ppdet.engine INFO: Epoch: [11] [ 8100/54024] learning_rate: 0.000100 loss_class: 0.673945 loss_bbox: 0.112431 loss_giou: 0.511162 loss_class_aux: 4.220098 loss_bbox_aux: 0.739131 loss_giou_aux: 3.214150 loss_class_dn: 0.344305 loss_bbox_dn: 0.106109 loss_giou_dn: 0.375721 loss_class_aux_dn: 1.869126 loss_bbox_aux_dn: 0.640604 loss_giou_aux_dn: 2.121225 loss: 15.580230 eta: 33 days, 22:55:53 batch_cost: 0.8568 data_cost: 0.0010 ips: 9.3371 images/s [07/27 04:16:16] ppdet.engine INFO: Epoch: [11] [ 8200/54024] learning_rate: 0.000100 loss_class: 0.689593 loss_bbox: 0.104455 loss_giou: 0.472683 loss_class_aux: 4.258319 loss_bbox_aux: 0.666095 loss_giou_aux: 2.936970 loss_class_dn: 0.333776 loss_bbox_dn: 0.096815 loss_giou_dn: 0.356951 loss_class_aux_dn: 1.822937 loss_bbox_aux_dn: 0.607811 loss_giou_aux_dn: 2.025880 loss: 14.592072 eta: 33 days, 22:52:26 batch_cost: 0.8313 data_cost: 0.0191 ips: 9.6237 images/s [07/27 04:18:08] ppdet.engine INFO: Epoch: [11] [ 8300/54024] learning_rate: 0.000100 loss_class: 0.688265 loss_bbox: 0.111338 loss_giou: 0.484603 loss_class_aux: 4.254423 loss_bbox_aux: 0.723915 loss_giou_aux: 2.994727 loss_class_dn: 0.333117 loss_bbox_dn: 0.095980 loss_giou_dn: 0.366938 loss_class_aux_dn: 1.810848 loss_bbox_aux_dn: 0.597382 loss_giou_aux_dn: 2.094048 loss: 14.776878 eta: 33 days, 22:56:41 batch_cost: 1.0709 data_cost: 0.0956 ips: 7.4706 images/s [07/27 04:19:43] ppdet.engine INFO: Epoch: [11] [ 8400/54024] learning_rate: 0.000100 loss_class: 0.660143 loss_bbox: 0.103558 loss_giou: 0.471948 loss_class_aux: 4.099028 loss_bbox_aux: 0.675209 loss_giou_aux: 2.907247 loss_class_dn: 0.303420 loss_bbox_dn: 0.098461 loss_giou_dn: 0.342362 loss_class_aux_dn: 1.666606 loss_bbox_aux_dn: 0.602831 loss_giou_aux_dn: 1.942809 loss: 13.617965 eta: 33 days, 22:55:22 batch_cost: 0.8979 data_cost: 0.0179 ips: 8.9098 images/s [07/27 04:21:16] ppdet.engine INFO: Epoch: [11] [ 8500/54024] learning_rate: 0.000100 loss_class: 0.692260 loss_bbox: 0.106466 loss_giou: 0.479963 loss_class_aux: 4.334211 loss_bbox_aux: 0.706550 loss_giou_aux: 3.029491 loss_class_dn: 0.356635 loss_bbox_dn: 0.103706 loss_giou_dn: 0.382470 loss_class_aux_dn: 1.905495 loss_bbox_aux_dn: 0.646782 loss_giou_aux_dn: 2.178307 loss: 15.491897 eta: 33 days, 22:53:29 batch_cost: 0.8803 data_cost: 0.0009 ips: 9.0881 images/s [07/27 04:22:53] ppdet.engine INFO: Epoch: [11] [ 8600/54024] learning_rate: 0.000100 loss_class: 0.747298 loss_bbox: 0.114245 loss_giou: 0.533483 loss_class_aux: 4.623512 loss_bbox_aux: 0.769456 loss_giou_aux: 3.351430 loss_class_dn: 0.359386 loss_bbox_dn: 0.110442 loss_giou_dn: 0.402913 loss_class_aux_dn: 1.935234 loss_bbox_aux_dn: 0.656175 loss_giou_aux_dn: 2.292600 loss: 15.948475 eta: 33 days, 22:52:51 batch_cost: 0.9193 data_cost: 0.0010 ips: 8.7024 images/s [07/27 04:24:22] ppdet.engine INFO: Epoch: [11] [ 8700/54024] learning_rate: 0.000100 loss_class: 0.723273 loss_bbox: 0.109099 loss_giou: 0.453821 loss_class_aux: 4.535232 loss_bbox_aux: 0.707619 loss_giou_aux: 2.893479 loss_class_dn: 0.349765 loss_bbox_dn: 0.102144 loss_giou_dn: 0.358915 loss_class_aux_dn: 1.905635 loss_bbox_aux_dn: 0.655444 loss_giou_aux_dn: 2.076094 loss: 15.387756 eta: 33 days, 22:50:00 batch_cost: 0.8497 data_cost: 0.0010 ips: 9.4153 images/s [07/27 04:26:12] ppdet.engine INFO: Epoch: [11] [ 8800/54024] learning_rate: 0.000100 loss_class: 0.731779 loss_bbox: 0.109775 loss_giou: 0.553394 loss_class_aux: 4.544465 loss_bbox_aux: 0.726279 loss_giou_aux: 3.484685 loss_class_dn: 0.372781 loss_bbox_dn: 0.101178 loss_giou_dn: 0.403315 loss_class_aux_dn: 2.020696 loss_bbox_aux_dn: 0.632189 loss_giou_aux_dn: 2.313244 loss: 16.188329 eta: 33 days, 22:53:36 batch_cost: 1.0514 data_cost: 0.0010 ips: 7.6090 images/s [07/27 04:27:54] ppdet.engine INFO: Epoch: [11] [ 8900/54024] learning_rate: 0.000100 loss_class: 0.649741 loss_bbox: 0.109476 loss_giou: 0.534451 loss_class_aux: 3.941670 loss_bbox_aux: 0.699135 loss_giou_aux: 3.374226 loss_class_dn: 0.332552 loss_bbox_dn: 0.098712 loss_giou_dn: 0.396808 loss_class_aux_dn: 1.781293 loss_bbox_aux_dn: 0.615731 loss_giou_aux_dn: 2.230730 loss: 14.823980 eta: 33 days, 22:54:27 batch_cost: 0.9653 data_cost: 0.0010 ips: 8.2875 images/s [07/27 04:29:23] ppdet.engine INFO: Epoch: [11] [ 9000/54024] learning_rate: 0.000100 loss_class: 0.704665 loss_bbox: 0.111609 loss_giou: 0.463247 loss_class_aux: 4.457093 loss_bbox_aux: 0.731421 loss_giou_aux: 2.977080 loss_class_dn: 0.339145 loss_bbox_dn: 0.096036 loss_giou_dn: 0.357985 loss_class_aux_dn: 1.844771 loss_bbox_aux_dn: 0.603596 loss_giou_aux_dn: 2.059323 loss: 15.054316 eta: 33 days, 22:51:37 batch_cost: 0.8506 data_cost: 0.0011 ips: 9.4050 images/s [07/27 04:31:05] ppdet.engine INFO: Epoch: [11] [ 9100/54024] learning_rate: 0.000100 loss_class: 0.705295 loss_bbox: 0.112496 loss_giou: 0.484360 loss_class_aux: 4.323776 loss_bbox_aux: 0.739589 loss_giou_aux: 3.059081 loss_class_dn: 0.368526 loss_bbox_dn: 0.106890 loss_giou_dn: 0.385906 loss_class_aux_dn: 1.967387 loss_bbox_aux_dn: 0.649215 loss_giou_aux_dn: 2.156876 loss: 15.814688 eta: 33 days, 22:52:36 batch_cost: 0.9700 data_cost: 0.0010 ips: 8.2475 images/s [07/27 04:32:45] ppdet.engine INFO: Epoch: [11] [ 9200/54024] learning_rate: 0.000100 loss_class: 0.696117 loss_bbox: 0.111140 loss_giou: 0.517311 loss_class_aux: 4.257184 loss_bbox_aux: 0.724926 loss_giou_aux: 3.215772 loss_class_dn: 0.342732 loss_bbox_dn: 0.103052 loss_giou_dn: 0.394160 loss_class_aux_dn: 1.863734 loss_bbox_aux_dn: 0.624575 loss_giou_aux_dn: 2.239585 loss: 15.331061 eta: 33 days, 22:52:53 batch_cost: 0.9481 data_cost: 0.0016 ips: 8.4375 images/s [07/27 04:34:34] ppdet.engine INFO: Epoch: [11] [ 9300/54024] learning_rate: 0.000100 loss_class: 0.692166 loss_bbox: 0.104451 loss_giou: 0.459931 loss_class_aux: 4.341087 loss_bbox_aux: 0.675127 loss_giou_aux: 2.912663 loss_class_dn: 0.347214 loss_bbox_dn: 0.098732 loss_giou_dn: 0.360177 loss_class_aux_dn: 1.884017 loss_bbox_aux_dn: 0.634846 loss_giou_aux_dn: 2.073951 loss: 15.347731 eta: 33 days, 22:56:10 batch_cost: 1.0420 data_cost: 0.0011 ips: 7.6773 images/s [07/27 04:36:12] ppdet.engine INFO: Epoch: [11] [ 9400/54024] learning_rate: 0.000100 loss_class: 0.698641 loss_bbox: 0.111364 loss_giou: 0.445136 loss_class_aux: 4.391582 loss_bbox_aux: 0.715794 loss_giou_aux: 2.835473 loss_class_dn: 0.340333 loss_bbox_dn: 0.103080 loss_giou_dn: 0.339256 loss_class_aux_dn: 1.858670 loss_bbox_aux_dn: 0.631802 loss_giou_aux_dn: 1.969919 loss: 14.501888 eta: 33 days, 22:55:57 batch_cost: 0.9325 data_cost: 0.1246 ips: 8.5787 images/s [07/27 04:37:59] ppdet.engine INFO: Epoch: [11] [ 9500/54024] learning_rate: 0.000100 loss_class: 0.676025 loss_bbox: 0.108347 loss_giou: 0.461631 loss_class_aux: 4.240660 loss_bbox_aux: 0.704243 loss_giou_aux: 2.850147 loss_class_dn: 0.337414 loss_bbox_dn: 0.101873 loss_giou_dn: 0.345846 loss_class_aux_dn: 1.806513 loss_bbox_aux_dn: 0.601488 loss_giou_aux_dn: 1.983207 loss: 14.169624 eta: 33 days, 22:58:13 batch_cost: 1.0104 data_cost: 0.0009 ips: 7.9174 images/s [07/27 04:39:31] ppdet.engine INFO: Epoch: [11] [ 9600/54024] learning_rate: 0.000100 loss_class: 0.742879 loss_bbox: 0.110867 loss_giou: 0.477707 loss_class_aux: 4.611793 loss_bbox_aux: 0.723081 loss_giou_aux: 3.046315 loss_class_dn: 0.352996 loss_bbox_dn: 0.107578 loss_giou_dn: 0.360543 loss_class_aux_dn: 1.953371 loss_bbox_aux_dn: 0.670508 loss_giou_aux_dn: 2.082773 loss: 15.063398 eta: 33 days, 22:56:14 batch_cost: 0.8774 data_cost: 0.0061 ips: 9.1180 images/s [07/27 04:41:12] ppdet.engine INFO: Epoch: [11] [ 9700/54024] learning_rate: 0.000100 loss_class: 0.720531 loss_bbox: 0.106796 loss_giou: 0.518445 loss_class_aux: 4.485956 loss_bbox_aux: 0.691342 loss_giou_aux: 3.224481 loss_class_dn: 0.351494 loss_bbox_dn: 0.098108 loss_giou_dn: 0.383958 loss_class_aux_dn: 1.915662 loss_bbox_aux_dn: 0.617467 loss_giou_aux_dn: 2.186075 loss: 15.100247 eta: 33 days, 22:56:43 batch_cost: 0.9543 data_cost: 0.0680 ips: 8.3831 images/s [07/27 04:42:46] ppdet.engine INFO: Epoch: [11] [ 9800/54024] learning_rate: 0.000100 loss_class: 0.680337 loss_bbox: 0.110950 loss_giou: 0.448746 loss_class_aux: 4.194426 loss_bbox_aux: 0.723560 loss_giou_aux: 2.837223 loss_class_dn: 0.332606 loss_bbox_dn: 0.103687 loss_giou_dn: 0.333498 loss_class_aux_dn: 1.826088 loss_bbox_aux_dn: 0.621088 loss_giou_aux_dn: 1.930759 loss: 14.078501 eta: 33 days, 22:55:20 batch_cost: 0.8961 data_cost: 0.0887 ips: 8.9275 images/s [07/27 04:44:18] ppdet.engine INFO: Epoch: [11] [ 9900/54024] learning_rate: 0.000100 loss_class: 0.676609 loss_bbox: 0.111457 loss_giou: 0.461190 loss_class_aux: 4.221981 loss_bbox_aux: 0.723136 loss_giou_aux: 2.907292 loss_class_dn: 0.345422 loss_bbox_dn: 0.095649 loss_giou_dn: 0.363476 loss_class_aux_dn: 1.844083 loss_bbox_aux_dn: 0.586631 loss_giou_aux_dn: 2.110876 loss: 14.776850 eta: 33 days, 22:53:11 batch_cost: 0.8726 data_cost: 0.0009 ips: 9.1680 images/s [07/27 04:46:07] ppdet.engine INFO: Epoch: [11] [10000/54024] learning_rate: 0.000100 loss_class: 0.709513 loss_bbox: 0.111983 loss_giou: 0.478298 loss_class_aux: 4.369925 loss_bbox_aux: 0.724544 loss_giou_aux: 3.018249 loss_class_dn: 0.345740 loss_bbox_dn: 0.104464 loss_giou_dn: 0.357430 loss_class_aux_dn: 1.859399 loss_bbox_aux_dn: 0.639915 loss_giou_aux_dn: 2.048508 loss: 14.802886 eta: 33 days, 22:56:31 batch_cost: 1.0439 data_cost: 0.0010 ips: 7.6634 images/s [07/27 04:47:48] ppdet.engine INFO: Epoch: [11] [10100/54024] learning_rate: 0.000100 loss_class: 0.699216 loss_bbox: 0.106559 loss_giou: 0.501034 loss_class_aux: 4.308774 loss_bbox_aux: 0.681338 loss_giou_aux: 3.118596 loss_class_dn: 0.347369 loss_bbox_dn: 0.097599 loss_giou_dn: 0.377302 loss_class_aux_dn: 1.858190 loss_bbox_aux_dn: 0.582058 loss_giou_aux_dn: 2.099290 loss: 15.481641 eta: 33 days, 22:57:09 batch_cost: 0.9597 data_cost: 0.0021 ips: 8.3363 images/s [07/27 04:49:27] ppdet.engine INFO: Epoch: [11] [10200/54024] learning_rate: 0.000100 loss_class: 0.691923 loss_bbox: 0.114843 loss_giou: 0.487446 loss_class_aux: 4.315080 loss_bbox_aux: 0.727755 loss_giou_aux: 3.006009 loss_class_dn: 0.338626 loss_bbox_dn: 0.106186 loss_giou_dn: 0.378059 loss_class_aux_dn: 1.875708 loss_bbox_aux_dn: 0.642016 loss_giou_aux_dn: 2.168784 loss: 14.889068 eta: 33 days, 22:57:00 batch_cost: 0.9356 data_cost: 0.0009 ips: 8.5510 images/s [07/27 04:50:56] ppdet.engine INFO: Epoch: [11] [10300/54024] learning_rate: 0.000100 loss_class: 0.690152 loss_bbox: 0.095787 loss_giou: 0.484484 loss_class_aux: 4.225816 loss_bbox_aux: 0.653043 loss_giou_aux: 2.998183 loss_class_dn: 0.333965 loss_bbox_dn: 0.089009 loss_giou_dn: 0.357107 loss_class_aux_dn: 1.822948 loss_bbox_aux_dn: 0.570713 loss_giou_aux_dn: 2.050189 loss: 14.551685 eta: 33 days, 22:53:53 batch_cost: 0.8418 data_cost: 0.0045 ips: 9.5037 images/s [07/27 04:52:28] ppdet.engine INFO: Epoch: [11] [10400/54024] learning_rate: 0.000100 loss_class: 0.695459 loss_bbox: 0.103879 loss_giou: 0.490685 loss_class_aux: 4.290422 loss_bbox_aux: 0.682573 loss_giou_aux: 3.056731 loss_class_dn: 0.332435 loss_bbox_dn: 0.097768 loss_giou_dn: 0.366098 loss_class_aux_dn: 1.801411 loss_bbox_aux_dn: 0.603045 loss_giou_aux_dn: 2.086940 loss: 14.649825 eta: 33 days, 22:51:42 batch_cost: 0.8707 data_cost: 0.0010 ips: 9.1879 images/s [07/27 04:53:55] ppdet.engine INFO: Epoch: [11] [10500/54024] learning_rate: 0.000100 loss_class: 0.670878 loss_bbox: 0.108944 loss_giou: 0.449402 loss_class_aux: 4.204544 loss_bbox_aux: 0.733447 loss_giou_aux: 2.881012 loss_class_dn: 0.327078 loss_bbox_dn: 0.100712 loss_giou_dn: 0.348182 loss_class_aux_dn: 1.761807 loss_bbox_aux_dn: 0.625827 loss_giou_aux_dn: 2.014960 loss: 14.380353 eta: 33 days, 22:47:44 batch_cost: 0.8149 data_cost: 0.0143 ips: 9.8175 images/s [07/27 04:55:29] ppdet.engine INFO: Epoch: [11] [10600/54024] learning_rate: 0.000100 loss_class: 0.677330 loss_bbox: 0.110125 loss_giou: 0.497052 loss_class_aux: 4.315382 loss_bbox_aux: 0.722211 loss_giou_aux: 3.135346 loss_class_dn: 0.342376 loss_bbox_dn: 0.098164 loss_giou_dn: 0.382898 loss_class_aux_dn: 1.831010 loss_bbox_aux_dn: 0.617624 loss_giou_aux_dn: 2.177177 loss: 15.313334 eta: 33 days, 22:46:08 batch_cost: 0.8898 data_cost: 0.0010 ips: 8.9908 images/s [07/27 04:56:59] ppdet.engine INFO: Epoch: [11] [10700/54024] learning_rate: 0.000100 loss_class: 0.687367 loss_bbox: 0.104536 loss_giou: 0.446631 loss_class_aux: 4.275888 loss_bbox_aux: 0.705555 loss_giou_aux: 2.836782 loss_class_dn: 0.336364 loss_bbox_dn: 0.099221 loss_giou_dn: 0.346437 loss_class_aux_dn: 1.842213 loss_bbox_aux_dn: 0.613907 loss_giou_aux_dn: 1.986176 loss: 14.553084 eta: 33 days, 22:43:36 batch_cost: 0.8596 data_cost: 0.0009 ips: 9.3066 images/s [07/27 04:58:30] ppdet.engine INFO: Epoch: [11] [10800/54024] learning_rate: 0.000100 loss_class: 0.705308 loss_bbox: 0.115157 loss_giou: 0.561637 loss_class_aux: 4.450020 loss_bbox_aux: 0.790150 loss_giou_aux: 3.526579 loss_class_dn: 0.363468 loss_bbox_dn: 0.109583 loss_giou_dn: 0.414682 loss_class_aux_dn: 1.953870 loss_bbox_aux_dn: 0.656041 loss_giou_aux_dn: 2.342478 loss: 15.935949 eta: 33 days, 22:40:56 batch_cost: 0.8557 data_cost: 0.0524 ips: 9.3492 images/s [07/27 04:59:57] ppdet.engine INFO: Epoch: [11] [10900/54024] learning_rate: 0.000100 loss_class: 0.757995 loss_bbox: 0.116124 loss_giou: 0.562842 loss_class_aux: 4.589605 loss_bbox_aux: 0.732220 loss_giou_aux: 3.524089 loss_class_dn: 0.374173 loss_bbox_dn: 0.101431 loss_giou_dn: 0.414205 loss_class_aux_dn: 2.018653 loss_bbox_aux_dn: 0.621343 loss_giou_aux_dn: 2.398831 loss: 16.478895 eta: 33 days, 22:37:30 batch_cost: 0.8316 data_cost: 0.0010 ips: 9.6204 images/s [07/27 05:01:38] ppdet.engine INFO: Epoch: [11] [11000/54024] learning_rate: 0.000100 loss_class: 0.684544 loss_bbox: 0.105522 loss_giou: 0.506346 loss_class_aux: 4.290517 loss_bbox_aux: 0.705411 loss_giou_aux: 3.110400 loss_class_dn: 0.342774 loss_bbox_dn: 0.100217 loss_giou_dn: 0.389229 loss_class_aux_dn: 1.879415 loss_bbox_aux_dn: 0.621284 loss_giou_aux_dn: 2.198341 loss: 15.208311 eta: 33 days, 22:38:11 batch_cost: 0.9615 data_cost: 0.0468 ips: 8.3200 images/s [07/27 05:03:08] ppdet.engine INFO: Epoch: [11] [11100/54024] learning_rate: 0.000100 loss_class: 0.710470 loss_bbox: 0.106045 loss_giou: 0.495923 loss_class_aux: 4.375497 loss_bbox_aux: 0.701196 loss_giou_aux: 3.090593 loss_class_dn: 0.356038 loss_bbox_dn: 0.102886 loss_giou_dn: 0.357649 loss_class_aux_dn: 1.921484 loss_bbox_aux_dn: 0.631649 loss_giou_aux_dn: 2.076027 loss: 15.142926 eta: 33 days, 22:35:15 batch_cost: 0.8473 data_cost: 0.0172 ips: 9.4416 images/s [07/27 05:04:47] ppdet.engine INFO: Epoch: [11] [11200/54024] learning_rate: 0.000100 loss_class: 0.660857 loss_bbox: 0.103053 loss_giou: 0.466712 loss_class_aux: 4.064501 loss_bbox_aux: 0.681376 loss_giou_aux: 2.921745 loss_class_dn: 0.323996 loss_bbox_dn: 0.097257 loss_giou_dn: 0.356796 loss_class_aux_dn: 1.746444 loss_bbox_aux_dn: 0.607221 loss_giou_aux_dn: 2.012084 loss: 14.008412 eta: 33 days, 22:35:22 batch_cost: 0.9436 data_cost: 0.0009 ips: 8.4783 images/s [07/27 05:06:22] ppdet.engine INFO: Epoch: [11] [11300/54024] learning_rate: 0.000100 loss_class: 0.708046 loss_bbox: 0.105359 loss_giou: 0.510247 loss_class_aux: 4.295031 loss_bbox_aux: 0.693877 loss_giou_aux: 3.197840 loss_class_dn: 0.361404 loss_bbox_dn: 0.093744 loss_giou_dn: 0.387607 loss_class_aux_dn: 1.956036 loss_bbox_aux_dn: 0.577848 loss_giou_aux_dn: 2.240899 loss: 15.617760 eta: 33 days, 22:34:03 batch_cost: 0.8982 data_cost: 0.0009 ips: 8.9064 images/s [07/27 05:07:53] ppdet.engine INFO: Epoch: [11] [11400/54024] learning_rate: 0.000100 loss_class: 0.741654 loss_bbox: 0.116969 loss_giou: 0.557838 loss_class_aux: 4.549128 loss_bbox_aux: 0.777792 loss_giou_aux: 3.504172 loss_class_dn: 0.376064 loss_bbox_dn: 0.104581 loss_giou_dn: 0.442883 loss_class_aux_dn: 2.020998 loss_bbox_aux_dn: 0.649099 loss_giou_aux_dn: 2.540037 loss: 16.827586 eta: 33 days, 22:31:15 batch_cost: 0.8513 data_cost: 0.0341 ips: 9.3978 images/s [07/27 05:09:41] ppdet.engine INFO: Epoch: [11] [11500/54024] learning_rate: 0.000100 loss_class: 0.702202 loss_bbox: 0.100256 loss_giou: 0.515952 loss_class_aux: 4.312253 loss_bbox_aux: 0.663094 loss_giou_aux: 3.207787 loss_class_dn: 0.339464 loss_bbox_dn: 0.086457 loss_giou_dn: 0.374448 loss_class_aux_dn: 1.859075 loss_bbox_aux_dn: 0.541680 loss_giou_aux_dn: 2.147944 loss: 14.969975 eta: 33 days, 22:34:28 batch_cost: 1.0421 data_cost: 0.1550 ips: 7.6767 images/s [07/27 05:11:22] ppdet.engine INFO: Epoch: [11] [11600/54024] learning_rate: 0.000100 loss_class: 0.724842 loss_bbox: 0.114692 loss_giou: 0.487802 loss_class_aux: 4.522403 loss_bbox_aux: 0.758918 loss_giou_aux: 3.082613 loss_class_dn: 0.358308 loss_bbox_dn: 0.109729 loss_giou_dn: 0.374459 loss_class_aux_dn: 1.936627 loss_bbox_aux_dn: 0.660227 loss_giou_aux_dn: 2.204886 loss: 15.625823 eta: 33 days, 22:34:52 batch_cost: 0.9529 data_cost: 0.0009 ips: 8.3953 images/s [07/27 05:12:47] ppdet.engine INFO: Epoch: [11] [11700/54024] learning_rate: 0.000100 loss_class: 0.740387 loss_bbox: 0.114142 loss_giou: 0.539199 loss_class_aux: 4.578759 loss_bbox_aux: 0.751477 loss_giou_aux: 3.385221 loss_class_dn: 0.364933 loss_bbox_dn: 0.094263 loss_giou_dn: 0.400934 loss_class_aux_dn: 1.982180 loss_bbox_aux_dn: 0.588005 loss_giou_aux_dn: 2.277466 loss: 16.371557 eta: 33 days, 22:30:28 batch_cost: 0.8007 data_cost: 0.0009 ips: 9.9909 images/s [07/27 05:14:28] ppdet.engine INFO: Epoch: [11] [11800/54024] learning_rate: 0.000100 loss_class: 0.722700 loss_bbox: 0.108119 loss_giou: 0.488534 loss_class_aux: 4.406767 loss_bbox_aux: 0.728730 loss_giou_aux: 3.041586 loss_class_dn: 0.356262 loss_bbox_dn: 0.099795 loss_giou_dn: 0.376555 loss_class_aux_dn: 1.921062 loss_bbox_aux_dn: 0.638118 loss_giou_aux_dn: 2.143669 loss: 15.446488 eta: 33 days, 22:31:06 batch_cost: 0.9602 data_cost: 0.0010 ips: 8.3317 images/s [07/27 05:16:11] ppdet.engine INFO: Epoch: [11] [11900/54024] learning_rate: 0.000100 loss_class: 0.715331 loss_bbox: 0.108678 loss_giou: 0.476434 loss_class_aux: 4.440838 loss_bbox_aux: 0.698649 loss_giou_aux: 2.989383 loss_class_dn: 0.352540 loss_bbox_dn: 0.102875 loss_giou_dn: 0.370733 loss_class_aux_dn: 1.879533 loss_bbox_aux_dn: 0.627797 loss_giou_aux_dn: 2.123595 loss: 15.060481 eta: 33 days, 22:32:16 batch_cost: 0.9774 data_cost: 0.0498 ips: 8.1852 images/s [07/27 05:17:47] ppdet.engine INFO: Epoch: [11] [12000/54024] learning_rate: 0.000100 loss_class: 0.672361 loss_bbox: 0.105813 loss_giou: 0.505345 loss_class_aux: 4.265233 loss_bbox_aux: 0.689683 loss_giou_aux: 3.125152 loss_class_dn: 0.337708 loss_bbox_dn: 0.101939 loss_giou_dn: 0.380709 loss_class_aux_dn: 1.828645 loss_bbox_aux_dn: 0.643897 loss_giou_aux_dn: 2.178475 loss: 14.891573 eta: 33 days, 22:31:35 batch_cost: 0.9188 data_cost: 0.0745 ips: 8.7070 images/s [07/27 05:19:25] ppdet.engine INFO: Epoch: [11] [12100/54024] learning_rate: 0.000100 loss_class: 0.705330 loss_bbox: 0.109616 loss_giou: 0.543668 loss_class_aux: 4.415776 loss_bbox_aux: 0.707620 loss_giou_aux: 3.377695 loss_class_dn: 0.355104 loss_bbox_dn: 0.099918 loss_giou_dn: 0.393570 loss_class_aux_dn: 1.909324 loss_bbox_aux_dn: 0.616688 loss_giou_aux_dn: 2.223900 loss: 15.622721 eta: 33 days, 22:31:15 batch_cost: 0.9299 data_cost: 0.0026 ips: 8.6027 images/s [07/27 05:21:22] ppdet.engine INFO: Epoch: [11] [12200/54024] learning_rate: 0.000100 loss_class: 0.693298 loss_bbox: 0.115611 loss_giou: 0.513765 loss_class_aux: 4.286079 loss_bbox_aux: 0.743075 loss_giou_aux: 3.192848 loss_class_dn: 0.345944 loss_bbox_dn: 0.105024 loss_giou_dn: 0.391334 loss_class_aux_dn: 1.844885 loss_bbox_aux_dn: 0.656626 loss_giou_aux_dn: 2.229540 loss: 15.421177 eta: 33 days, 22:36:52 batch_cost: 1.1192 data_cost: 0.1679 ips: 7.1477 images/s [07/27 05:22:48] ppdet.engine INFO: Epoch: [11] [12300/54024] learning_rate: 0.000100 loss_class: 0.662612 loss_bbox: 0.104964 loss_giou: 0.453677 loss_class_aux: 4.094692 loss_bbox_aux: 0.677792 loss_giou_aux: 2.849959 loss_class_dn: 0.335332 loss_bbox_dn: 0.101638 loss_giou_dn: 0.348969 loss_class_aux_dn: 1.806563 loss_bbox_aux_dn: 0.615513 loss_giou_aux_dn: 2.002329 loss: 13.942027 eta: 33 days, 22:32:53 batch_cost: 0.8137 data_cost: 0.0010 ips: 9.8312 images/s [07/27 05:24:16] ppdet.engine INFO: Epoch: [11] [12400/54024] learning_rate: 0.000100 loss_class: 0.753543 loss_bbox: 0.121664 loss_giou: 0.560777 loss_class_aux: 4.612430 loss_bbox_aux: 0.796893 loss_giou_aux: 3.561962 loss_class_dn: 0.373502 loss_bbox_dn: 0.105527 loss_giou_dn: 0.409803 loss_class_aux_dn: 1.991427 loss_bbox_aux_dn: 0.652236 loss_giou_aux_dn: 2.351359 loss: 16.781178 eta: 33 days, 22:29:23 batch_cost: 0.8287 data_cost: 0.0010 ips: 9.6538 images/s [07/27 05:25:42] ppdet.engine INFO: Epoch: [11] [12500/54024] learning_rate: 0.000100 loss_class: 0.729049 loss_bbox: 0.108802 loss_giou: 0.483446 loss_class_aux: 4.559752 loss_bbox_aux: 0.722185 loss_giou_aux: 3.063478 loss_class_dn: 0.344358 loss_bbox_dn: 0.095945 loss_giou_dn: 0.365717 loss_class_aux_dn: 1.856077 loss_bbox_aux_dn: 0.619065 loss_giou_aux_dn: 2.109358 loss: 15.164788 eta: 33 days, 22:25:19 batch_cost: 0.8112 data_cost: 0.0010 ips: 9.8617 images/s [07/27 05:27:14] ppdet.engine INFO: Epoch: [11] [12600/54024] learning_rate: 0.000100 loss_class: 0.668387 loss_bbox: 0.110817 loss_giou: 0.489182 loss_class_aux: 4.142737 loss_bbox_aux: 0.730525 loss_giou_aux: 3.052888 loss_class_dn: 0.338780 loss_bbox_dn: 0.097161 loss_giou_dn: 0.362748 loss_class_aux_dn: 1.859217 loss_bbox_aux_dn: 0.625327 loss_giou_aux_dn: 2.066999 loss: 15.064650 eta: 33 days, 22:23:22 batch_cost: 0.8782 data_cost: 0.0010 ips: 9.1095 images/s [07/27 05:28:50] ppdet.engine INFO: Epoch: [11] [12700/54024] learning_rate: 0.000100 loss_class: 0.659248 loss_bbox: 0.103817 loss_giou: 0.492811 loss_class_aux: 4.106443 loss_bbox_aux: 0.717070 loss_giou_aux: 3.103939 loss_class_dn: 0.329352 loss_bbox_dn: 0.093544 loss_giou_dn: 0.357031 loss_class_aux_dn: 1.773460 loss_bbox_aux_dn: 0.594801 loss_giou_aux_dn: 2.081701 loss: 14.536638 eta: 33 days, 22:22:19 batch_cost: 0.9071 data_cost: 0.0010 ips: 8.8197 images/s [07/27 05:30:28] ppdet.engine INFO: Epoch: [11] [12800/54024] learning_rate: 0.000100 loss_class: 0.681015 loss_bbox: 0.107955 loss_giou: 0.471744 loss_class_aux: 4.220241 loss_bbox_aux: 0.727451 loss_giou_aux: 2.964733 loss_class_dn: 0.349592 loss_bbox_dn: 0.100762 loss_giou_dn: 0.365339 loss_class_aux_dn: 1.880986 loss_bbox_aux_dn: 0.619210 loss_giou_aux_dn: 2.080381 loss: 14.975071 eta: 33 days, 22:22:13 batch_cost: 0.9374 data_cost: 0.0114 ips: 8.5343 images/s [07/27 05:31:54] ppdet.engine INFO: Epoch: [11] [12900/54024] learning_rate: 0.000100 loss_class: 0.692583 loss_bbox: 0.105683 loss_giou: 0.499978 loss_class_aux: 4.370895 loss_bbox_aux: 0.675248 loss_giou_aux: 3.212702 loss_class_dn: 0.345088 loss_bbox_dn: 0.093181 loss_giou_dn: 0.387429 loss_class_aux_dn: 1.871840 loss_bbox_aux_dn: 0.586415 loss_giou_aux_dn: 2.210119 loss: 15.250305 eta: 33 days, 22:18:06 batch_cost: 0.8089 data_cost: 0.0010 ips: 9.8901 images/s [07/27 05:33:24] ppdet.engine INFO: Epoch: [11] [13000/54024] learning_rate: 0.000100 loss_class: 0.690841 loss_bbox: 0.106937 loss_giou: 0.459987 loss_class_aux: 4.257877 loss_bbox_aux: 0.710980 loss_giou_aux: 2.886025 loss_class_dn: 0.332538 loss_bbox_dn: 0.101263 loss_giou_dn: 0.358974 loss_class_aux_dn: 1.781494 loss_bbox_aux_dn: 0.639458 loss_giou_aux_dn: 2.089451 loss: 14.550190 eta: 33 days, 22:15:33 batch_cost: 0.8594 data_cost: 0.0020 ips: 9.3084 images/s [07/27 05:34:54] ppdet.engine INFO: Epoch: [11] [13100/54024] learning_rate: 0.000100 loss_class: 0.705692 loss_bbox: 0.114638 loss_giou: 0.520087 loss_class_aux: 4.461071 loss_bbox_aux: 0.746899 loss_giou_aux: 3.247574 loss_class_dn: 0.342814 loss_bbox_dn: 0.096656 loss_giou_dn: 0.380316 loss_class_aux_dn: 1.861119 loss_bbox_aux_dn: 0.606389 loss_giou_aux_dn: 2.179353 loss: 15.568185 eta: 33 days, 22:12:24 batch_cost: 0.8394 data_cost: 0.0055 ips: 9.5304 images/s [07/27 05:36:18] ppdet.engine INFO: Epoch: [11] [13200/54024] learning_rate: 0.000100 loss_class: 0.706350 loss_bbox: 0.107923 loss_giou: 0.463963 loss_class_aux: 4.459606 loss_bbox_aux: 0.711699 loss_giou_aux: 2.902327 loss_class_dn: 0.342631 loss_bbox_dn: 0.102667 loss_giou_dn: 0.356129 loss_class_aux_dn: 1.902367 loss_bbox_aux_dn: 0.638926 loss_giou_aux_dn: 2.077836 loss: 14.694543 eta: 33 days, 22:07:54 batch_cost: 0.7968 data_cost: 0.0040 ips: 10.0399 images/s [07/27 05:37:51] ppdet.engine INFO: Epoch: [11] [13300/54024] learning_rate: 0.000100 loss_class: 0.707391 loss_bbox: 0.103377 loss_giou: 0.472673 loss_class_aux: 4.376882 loss_bbox_aux: 0.692099 loss_giou_aux: 2.878868 loss_class_dn: 0.347507 loss_bbox_dn: 0.090220 loss_giou_dn: 0.360339 loss_class_aux_dn: 1.908783 loss_bbox_aux_dn: 0.580939 loss_giou_aux_dn: 2.075830 loss: 14.956838 eta: 33 days, 22:06:00 batch_cost: 0.8794 data_cost: 0.0010 ips: 9.0970 images/s [07/27 05:39:38] ppdet.engine INFO: Epoch: [11] [13400/54024] learning_rate: 0.000100 loss_class: 0.687400 loss_bbox: 0.112771 loss_giou: 0.471131 loss_class_aux: 4.248288 loss_bbox_aux: 0.721138 loss_giou_aux: 2.934832 loss_class_dn: 0.354378 loss_bbox_dn: 0.102047 loss_giou_dn: 0.372213 loss_class_aux_dn: 1.899260 loss_bbox_aux_dn: 0.614963 loss_giou_aux_dn: 2.159393 loss: 15.330844 eta: 33 days, 22:08:26 batch_cost: 1.0190 data_cost: 0.0010 ips: 7.8512 images/s [07/27 05:41:13] ppdet.engine INFO: Epoch: [11] [13500/54024] learning_rate: 0.000100 loss_class: 0.671288 loss_bbox: 0.107015 loss_giou: 0.441061 loss_class_aux: 4.229508 loss_bbox_aux: 0.688304 loss_giou_aux: 2.784292 loss_class_dn: 0.325112 loss_bbox_dn: 0.109394 loss_giou_dn: 0.350028 loss_class_aux_dn: 1.753321 loss_bbox_aux_dn: 0.662904 loss_giou_aux_dn: 2.018342 loss: 13.957911 eta: 33 days, 22:07:26 batch_cost: 0.9086 data_cost: 0.0010 ips: 8.8048 images/s [07/27 05:42:45] ppdet.engine INFO: Epoch: [11] [13600/54024] learning_rate: 0.000100 loss_class: 0.692932 loss_bbox: 0.109820 loss_giou: 0.473396 loss_class_aux: 4.280928 loss_bbox_aux: 0.708766 loss_giou_aux: 2.915000 loss_class_dn: 0.338008 loss_bbox_dn: 0.097834 loss_giou_dn: 0.353295 loss_class_aux_dn: 1.826833 loss_bbox_aux_dn: 0.624376 loss_giou_aux_dn: 2.033286 loss: 14.984856 eta: 33 days, 22:05:24 batch_cost: 0.8756 data_cost: 0.0009 ips: 9.1368 images/s [07/27 05:44:13] ppdet.engine INFO: Epoch: [11] [13700/54024] learning_rate: 0.000100 loss_class: 0.697898 loss_bbox: 0.105287 loss_giou: 0.496030 loss_class_aux: 4.388432 loss_bbox_aux: 0.688671 loss_giou_aux: 3.071080 loss_class_dn: 0.347808 loss_bbox_dn: 0.106228 loss_giou_dn: 0.370648 loss_class_aux_dn: 1.903627 loss_bbox_aux_dn: 0.636761 loss_giou_aux_dn: 2.132097 loss: 15.154426 eta: 33 days, 22:02:04 batch_cost: 0.8335 data_cost: 0.0010 ips: 9.5977 images/s [07/27 05:45:46] ppdet.engine INFO: Epoch: [11] [13800/54024] learning_rate: 0.000100 loss_class: 0.697802 loss_bbox: 0.110813 loss_giou: 0.500992 loss_class_aux: 4.389517 loss_bbox_aux: 0.713261 loss_giou_aux: 3.047937 loss_class_dn: 0.341700 loss_bbox_dn: 0.097766 loss_giou_dn: 0.378680 loss_class_aux_dn: 1.843191 loss_bbox_aux_dn: 0.617674 loss_giou_aux_dn: 2.165756 loss: 15.032698 eta: 33 days, 22:00:21 batch_cost: 0.8856 data_cost: 0.0010 ips: 9.0337 images/s [07/27 05:47:17] ppdet.engine INFO: Epoch: [11] [13900/54024] learning_rate: 0.000100 loss_class: 0.702722 loss_bbox: 0.108355 loss_giou: 0.483337 loss_class_aux: 4.369997 loss_bbox_aux: 0.696393 loss_giou_aux: 3.024340 loss_class_dn: 0.345429 loss_bbox_dn: 0.100960 loss_giou_dn: 0.355316 loss_class_aux_dn: 1.875344 loss_bbox_aux_dn: 0.640118 loss_giou_aux_dn: 2.073233 loss: 14.681719 eta: 33 days, 21:57:50 batch_cost: 0.8602 data_cost: 0.0110 ips: 9.3007 images/s [07/27 05:49:09] ppdet.engine INFO: Epoch: [11] [14000/54024] learning_rate: 0.000100 loss_class: 0.691201 loss_bbox: 0.109368 loss_giou: 0.515883 loss_class_aux: 4.268464 loss_bbox_aux: 0.715978 loss_giou_aux: 3.210652 loss_class_dn: 0.359097 loss_bbox_dn: 0.099261 loss_giou_dn: 0.404855 loss_class_aux_dn: 1.911452 loss_bbox_aux_dn: 0.598232 loss_giou_aux_dn: 2.286508 loss: 15.701952 eta: 33 days, 22:02:00 batch_cost: 1.0750 data_cost: 0.0010 ips: 7.4416 images/s [07/27 05:50:57] ppdet.engine INFO: Epoch: [11] [14100/54024] learning_rate: 0.000100 loss_class: 0.666537 loss_bbox: 0.105237 loss_giou: 0.527440 loss_class_aux: 4.137040 loss_bbox_aux: 0.673575 loss_giou_aux: 3.238009 loss_class_dn: 0.341530 loss_bbox_dn: 0.092940 loss_giou_dn: 0.391103 loss_class_aux_dn: 1.837783 loss_bbox_aux_dn: 0.586071 loss_giou_aux_dn: 2.282543 loss: 15.144937 eta: 33 days, 22:05:00 batch_cost: 1.0375 data_cost: 0.0011 ips: 7.7109 images/s [07/27 05:52:23] ppdet.engine INFO: Epoch: [11] [14200/54024] learning_rate: 0.000100 loss_class: 0.656354 loss_bbox: 0.107522 loss_giou: 0.405961 loss_class_aux: 4.099067 loss_bbox_aux: 0.700667 loss_giou_aux: 2.616890 loss_class_dn: 0.334426 loss_bbox_dn: 0.100112 loss_giou_dn: 0.330391 loss_class_aux_dn: 1.798607 loss_bbox_aux_dn: 0.606116 loss_giou_aux_dn: 1.868846 loss: 14.374769 eta: 33 days, 22:00:40 batch_cost: 0.8016 data_cost: 0.0010 ips: 9.9806 images/s [07/27 05:53:58] ppdet.engine INFO: Epoch: [11] [14300/54024] learning_rate: 0.000100 loss_class: 0.694511 loss_bbox: 0.108034 loss_giou: 0.510908 loss_class_aux: 4.305677 loss_bbox_aux: 0.698010 loss_giou_aux: 3.142710 loss_class_dn: 0.349724 loss_bbox_dn: 0.103365 loss_giou_dn: 0.378377 loss_class_aux_dn: 1.879818 loss_bbox_aux_dn: 0.632014 loss_giou_aux_dn: 2.157653 loss: 15.338447 eta: 33 days, 21:59:46 batch_cost: 0.9123 data_cost: 0.0161 ips: 8.7694 images/s [07/27 05:55:49] ppdet.engine INFO: Epoch: [11] [14400/54024] learning_rate: 0.000100 loss_class: 0.708687 loss_bbox: 0.111521 loss_giou: 0.467539 loss_class_aux: 4.431558 loss_bbox_aux: 0.711674 loss_giou_aux: 2.976296 loss_class_dn: 0.340562 loss_bbox_dn: 0.098682 loss_giou_dn: 0.364543 loss_class_aux_dn: 1.881603 loss_bbox_aux_dn: 0.620027 loss_giou_aux_dn: 2.116500 loss: 14.913991 eta: 33 days, 22:03:31 batch_cost: 1.0620 data_cost: 0.0697 ips: 7.5332 images/s [07/27 05:57:21] ppdet.engine INFO: Epoch: [11] [14500/54024] learning_rate: 0.000100 loss_class: 0.698696 loss_bbox: 0.123298 loss_giou: 0.554590 loss_class_aux: 4.298043 loss_bbox_aux: 0.788556 loss_giou_aux: 3.441400 loss_class_dn: 0.349884 loss_bbox_dn: 0.113360 loss_giou_dn: 0.391722 loss_class_aux_dn: 1.876491 loss_bbox_aux_dn: 0.685955 loss_giou_aux_dn: 2.295188 loss: 15.438118 eta: 33 days, 22:01:14 batch_cost: 0.8675 data_cost: 0.0009 ips: 9.2217 images/s [07/27 05:58:48] ppdet.engine INFO: Epoch: [11] [14600/54024] learning_rate: 0.000100 loss_class: 0.686598 loss_bbox: 0.108081 loss_giou: 0.506965 loss_class_aux: 4.273451 loss_bbox_aux: 0.683562 loss_giou_aux: 3.119079 loss_class_dn: 0.348846 loss_bbox_dn: 0.097023 loss_giou_dn: 0.388261 loss_class_aux_dn: 1.870016 loss_bbox_aux_dn: 0.593481 loss_giou_aux_dn: 2.196673 loss: 15.645290 eta: 33 days, 21:57:31 batch_cost: 0.8209 data_cost: 0.0010 ips: 9.7454 images/s [07/27 06:00:16] ppdet.engine INFO: Epoch: [11] [14700/54024] learning_rate: 0.000100 loss_class: 0.690469 loss_bbox: 0.099508 loss_giou: 0.496626 loss_class_aux: 4.261517 loss_bbox_aux: 0.663141 loss_giou_aux: 3.025017 loss_class_dn: 0.348226 loss_bbox_dn: 0.092252 loss_giou_dn: 0.370585 loss_class_aux_dn: 1.867912 loss_bbox_aux_dn: 0.559550 loss_giou_aux_dn: 2.114025 loss: 14.888497 eta: 33 days, 21:54:16 batch_cost: 0.8367 data_cost: 0.0019 ips: 9.5615 images/s [07/27 06:01:59] ppdet.engine INFO: Epoch: [11] [14800/54024] learning_rate: 0.000100 loss_class: 0.661340 loss_bbox: 0.100643 loss_giou: 0.433579 loss_class_aux: 4.122866 loss_bbox_aux: 0.652144 loss_giou_aux: 2.758882 loss_class_dn: 0.323470 loss_bbox_dn: 0.102805 loss_giou_dn: 0.346577 loss_class_aux_dn: 1.741721 loss_bbox_aux_dn: 0.621192 loss_giou_aux_dn: 1.978909 loss: 14.039364 eta: 33 days, 21:55:08 batch_cost: 0.9692 data_cost: 0.0010 ips: 8.2544 images/s [07/27 06:03:29] ppdet.engine INFO: Epoch: [11] [14900/54024] learning_rate: 0.000100 loss_class: 0.698781 loss_bbox: 0.107255 loss_giou: 0.495799 loss_class_aux: 4.303028 loss_bbox_aux: 0.708983 loss_giou_aux: 3.084974 loss_class_dn: 0.343305 loss_bbox_dn: 0.097490 loss_giou_dn: 0.371462 loss_class_aux_dn: 1.853488 loss_bbox_aux_dn: 0.609437 loss_giou_aux_dn: 2.138555 loss: 15.347436 eta: 33 days, 21:52:37 batch_cost: 0.8599 data_cost: 0.0010 ips: 9.3035 images/s [07/27 06:04:54] ppdet.engine INFO: Epoch: [11] [15000/54024] learning_rate: 0.000100 loss_class: 0.685468 loss_bbox: 0.104204 loss_giou: 0.480276 loss_class_aux: 4.288531 loss_bbox_aux: 0.702291 loss_giou_aux: 3.054158 loss_class_dn: 0.349506 loss_bbox_dn: 0.104906 loss_giou_dn: 0.373638 loss_class_aux_dn: 1.849439 loss_bbox_aux_dn: 0.632512 loss_giou_aux_dn: 2.165157 loss: 14.737246 eta: 33 days, 21:48:03 batch_cost: 0.7934 data_cost: 0.0010 ips: 10.0836 images/s [07/27 06:06:22] ppdet.engine INFO: Epoch: [11] [15100/54024] learning_rate: 0.000100 loss_class: 0.693106 loss_bbox: 0.108812 loss_giou: 0.465436 loss_class_aux: 4.328523 loss_bbox_aux: 0.698432 loss_giou_aux: 2.876022 loss_class_dn: 0.331554 loss_bbox_dn: 0.095633 loss_giou_dn: 0.345580 loss_class_aux_dn: 1.810827 loss_bbox_aux_dn: 0.617921 loss_giou_aux_dn: 1.970318 loss: 14.377346 eta: 33 days, 21:44:48 batch_cost: 0.8360 data_cost: 0.0290 ips: 9.5699 images/s [07/27 06:07:50] ppdet.engine INFO: Epoch: [11] [15200/54024] learning_rate: 0.000100 loss_class: 0.658284 loss_bbox: 0.099257 loss_giou: 0.459070 loss_class_aux: 4.085781 loss_bbox_aux: 0.667484 loss_giou_aux: 2.854566 loss_class_dn: 0.313384 loss_bbox_dn: 0.093415 loss_giou_dn: 0.345756 loss_class_aux_dn: 1.703730 loss_bbox_aux_dn: 0.584523 loss_giou_aux_dn: 1.972666 loss: 13.921102 eta: 33 days, 21:41:19 batch_cost: 0.8283 data_cost: 0.0013 ips: 9.6580 images/s [07/27 06:09:26] ppdet.engine INFO: Epoch: [11] [15300/54024] learning_rate: 0.000100 loss_class: 0.687493 loss_bbox: 0.109389 loss_giou: 0.549956 loss_class_aux: 4.201516 loss_bbox_aux: 0.729305 loss_giou_aux: 3.394502 loss_class_dn: 0.352387 loss_bbox_dn: 0.092617 loss_giou_dn: 0.392384 loss_class_aux_dn: 1.906976 loss_bbox_aux_dn: 0.594707 loss_giou_aux_dn: 2.217164 loss: 15.267588 eta: 33 days, 21:40:36 batch_cost: 0.9179 data_cost: 0.0010 ips: 8.7152 images/s [07/27 06:10:59] ppdet.engine INFO: Epoch: [11] [15400/54024] learning_rate: 0.000100 loss_class: 0.704661 loss_bbox: 0.107635 loss_giou: 0.471903 loss_class_aux: 4.279696 loss_bbox_aux: 0.718524 loss_giou_aux: 3.001895 loss_class_dn: 0.339424 loss_bbox_dn: 0.093130 loss_giou_dn: 0.369172 loss_class_aux_dn: 1.860119 loss_bbox_aux_dn: 0.585446 loss_giou_aux_dn: 2.096120 loss: 14.891321 eta: 33 days, 21:38:48 batch_cost: 0.8830 data_cost: 0.0010 ips: 9.0603 images/s [07/27 06:12:26] ppdet.engine INFO: Epoch: [11] [15500/54024] learning_rate: 0.000100 loss_class: 0.703787 loss_bbox: 0.106709 loss_giou: 0.540987 loss_class_aux: 4.343976 loss_bbox_aux: 0.724657 loss_giou_aux: 3.387851 loss_class_dn: 0.361524 loss_bbox_dn: 0.099060 loss_giou_dn: 0.396388 loss_class_aux_dn: 1.952252 loss_bbox_aux_dn: 0.624671 loss_giou_aux_dn: 2.265789 loss: 15.932528 eta: 33 days, 21:34:50 batch_cost: 0.8125 data_cost: 0.0281 ips: 9.8458 images/s [07/27 06:13:59] ppdet.engine INFO: Epoch: [11] [15600/54024] learning_rate: 0.000100 loss_class: 0.719511 loss_bbox: 0.119167 loss_giou: 0.485742 loss_class_aux: 4.527275 loss_bbox_aux: 0.785987 loss_giou_aux: 3.005233 loss_class_dn: 0.361374 loss_bbox_dn: 0.110728 loss_giou_dn: 0.373338 loss_class_aux_dn: 1.958737 loss_bbox_aux_dn: 0.685232 loss_giou_aux_dn: 2.141848 loss: 15.955919 eta: 33 days, 21:33:13 batch_cost: 0.8887 data_cost: 0.0012 ips: 9.0015 images/s [07/27 06:15:29] ppdet.engine INFO: Epoch: [11] [15700/54024] learning_rate: 0.000100 loss_class: 0.700814 loss_bbox: 0.110285 loss_giou: 0.475123 loss_class_aux: 4.370237 loss_bbox_aux: 0.711655 loss_giou_aux: 2.968307 loss_class_dn: 0.360754 loss_bbox_dn: 0.098512 loss_giou_dn: 0.362570 loss_class_aux_dn: 1.929958 loss_bbox_aux_dn: 0.629908 loss_giou_aux_dn: 2.077059 loss: 15.221555 eta: 33 days, 21:30:15 batch_cost: 0.8451 data_cost: 0.0010 ips: 9.4665 images/s [07/27 06:17:01] ppdet.engine INFO: Epoch: [11] [15800/54024] learning_rate: 0.000100 loss_class: 0.684977 loss_bbox: 0.105994 loss_giou: 0.528109 loss_class_aux: 4.201411 loss_bbox_aux: 0.673452 loss_giou_aux: 3.296271 loss_class_dn: 0.349624 loss_bbox_dn: 0.102040 loss_giou_dn: 0.387434 loss_class_aux_dn: 1.883629 loss_bbox_aux_dn: 0.631223 loss_giou_aux_dn: 2.247181 loss: 15.066584 eta: 33 days, 21:28:01 batch_cost: 0.8683 data_cost: 0.0037 ips: 9.2133 images/s [07/27 06:18:25] ppdet.engine INFO: Epoch: [11] [15900/54024] learning_rate: 0.000100 loss_class: 0.707956 loss_bbox: 0.117096 loss_giou: 0.522382 loss_class_aux: 4.380734 loss_bbox_aux: 0.749434 loss_giou_aux: 3.259646 loss_class_dn: 0.359773 loss_bbox_dn: 0.113191 loss_giou_dn: 0.389149 loss_class_aux_dn: 1.961262 loss_bbox_aux_dn: 0.664317 loss_giou_aux_dn: 2.227997 loss: 15.943727 eta: 33 days, 21:23:18 batch_cost: 0.7879 data_cost: 0.0138 ips: 10.1531 images/s [07/27 06:20:05] ppdet.engine INFO: Epoch: [11] [16000/54024] learning_rate: 0.000100 loss_class: 0.733577 loss_bbox: 0.110303 loss_giou: 0.510568 loss_class_aux: 4.586428 loss_bbox_aux: 0.699969 loss_giou_aux: 3.202222 loss_class_dn: 0.365184 loss_bbox_dn: 0.101023 loss_giou_dn: 0.384399 loss_class_aux_dn: 1.953072 loss_bbox_aux_dn: 0.634087 loss_giou_aux_dn: 2.218093 loss: 15.613957 eta: 33 days, 21:23:41 batch_cost: 0.9537 data_cost: 0.0009 ips: 8.3884 images/s [07/27 06:21:48] ppdet.engine INFO: Epoch: [11] [16100/54024] learning_rate: 0.000100 loss_class: 0.677801 loss_bbox: 0.107907 loss_giou: 0.432181 loss_class_aux: 4.264344 loss_bbox_aux: 0.712267 loss_giou_aux: 2.724612 loss_class_dn: 0.319980 loss_bbox_dn: 0.100886 loss_giou_dn: 0.332174 loss_class_aux_dn: 1.745243 loss_bbox_aux_dn: 0.618626 loss_giou_aux_dn: 1.931256 loss: 14.448914 eta: 33 days, 21:24:47 batch_cost: 0.9774 data_cost: 0.0016 ips: 8.1848 images/s [07/27 06:23:34] ppdet.engine INFO: Epoch: [11] [16200/54024] learning_rate: 0.000100 loss_class: 0.705938 loss_bbox: 0.108416 loss_giou: 0.543123 loss_class_aux: 4.380997 loss_bbox_aux: 0.729539 loss_giou_aux: 3.393851 loss_class_dn: 0.357856 loss_bbox_dn: 0.090083 loss_giou_dn: 0.407243 loss_class_aux_dn: 1.931058 loss_bbox_aux_dn: 0.558796 loss_giou_aux_dn: 2.300345 loss: 15.619132 eta: 33 days, 21:26:49 batch_cost: 1.0079 data_cost: 0.0535 ips: 7.9375 images/s [07/27 06:25:54] ppdet.engine INFO: Epoch: [11] [16300/54024] learning_rate: 0.000100 loss_class: 0.711507 loss_bbox: 0.116277 loss_giou: 0.550232 loss_class_aux: 4.486181 loss_bbox_aux: 0.756717 loss_giou_aux: 3.474197 loss_class_dn: 0.375609 loss_bbox_dn: 0.101313 loss_giou_dn: 0.401848 loss_class_aux_dn: 2.016323 loss_bbox_aux_dn: 0.621424 loss_giou_aux_dn: 2.307399 loss: 16.123750 eta: 33 days, 21:39:25 batch_cost: 1.3526 data_cost: 0.0011 ips: 5.9144 images/s [07/27 06:27:25] ppdet.engine INFO: Epoch: [11] [16400/54024] learning_rate: 0.000100 loss_class: 0.694050 loss_bbox: 0.111194 loss_giou: 0.483457 loss_class_aux: 4.286787 loss_bbox_aux: 0.710952 loss_giou_aux: 3.044487 loss_class_dn: 0.337139 loss_bbox_dn: 0.098382 loss_giou_dn: 0.367447 loss_class_aux_dn: 1.823118 loss_bbox_aux_dn: 0.618580 loss_giou_aux_dn: 2.074426 loss: 14.705915 eta: 33 days, 21:37:12 batch_cost: 0.8697 data_cost: 0.0722 ips: 9.1981 images/s [07/27 06:29:03] ppdet.engine INFO: Epoch: [11] [16500/54024] learning_rate: 0.000100 loss_class: 0.693533 loss_bbox: 0.102804 loss_giou: 0.504330 loss_class_aux: 4.328565 loss_bbox_aux: 0.680873 loss_giou_aux: 3.213005 loss_class_dn: 0.350892 loss_bbox_dn: 0.088404 loss_giou_dn: 0.372187 loss_class_aux_dn: 1.867237 loss_bbox_aux_dn: 0.542653 loss_giou_aux_dn: 2.077010 loss: 15.025189 eta: 33 days, 21:36:50 batch_cost: 0.9296 data_cost: 0.0010 ips: 8.6061 images/s [07/27 06:30:27] ppdet.engine INFO: Epoch: [11] [16600/54024] learning_rate: 0.000100 loss_class: 0.706105 loss_bbox: 0.109028 loss_giou: 0.504145 loss_class_aux: 4.360193 loss_bbox_aux: 0.722502 loss_giou_aux: 3.168842 loss_class_dn: 0.352957 loss_bbox_dn: 0.092959 loss_giou_dn: 0.379276 loss_class_aux_dn: 1.867930 loss_bbox_aux_dn: 0.586262 loss_giou_aux_dn: 2.180888 loss: 15.527276 eta: 33 days, 21:32:16 batch_cost: 0.7929 data_cost: 0.0014 ips: 10.0892 images/s [07/27 06:31:53] ppdet.engine INFO: Epoch: [11] [16700/54024] learning_rate: 0.000100 loss_class: 0.684701 loss_bbox: 0.113030 loss_giou: 0.470421 loss_class_aux: 4.289747 loss_bbox_aux: 0.762778 loss_giou_aux: 2.990844 loss_class_dn: 0.345282 loss_bbox_dn: 0.103242 loss_giou_dn: 0.361136 loss_class_aux_dn: 1.841357 loss_bbox_aux_dn: 0.629993 loss_giou_aux_dn: 2.076134 loss: 14.615624 eta: 33 days, 21:28:25 batch_cost: 0.8161 data_cost: 0.0009 ips: 9.8031 images/s [07/27 06:33:25] ppdet.engine INFO: Epoch: [11] [16800/54024] learning_rate: 0.000100 loss_class: 0.652449 loss_bbox: 0.103021 loss_giou: 0.503094 loss_class_aux: 4.076802 loss_bbox_aux: 0.677677 loss_giou_aux: 3.157132 loss_class_dn: 0.322548 loss_bbox_dn: 0.096645 loss_giou_dn: 0.351941 loss_class_aux_dn: 1.741857 loss_bbox_aux_dn: 0.586909 loss_giou_aux_dn: 2.000818 loss: 14.438768 eta: 33 days, 21:26:29 batch_cost: 0.8784 data_cost: 0.0010 ips: 9.1073 images/s [07/27 06:34:58] ppdet.engine INFO: Epoch: [11] [16900/54024] learning_rate: 0.000100 loss_class: 0.759231 loss_bbox: 0.119138 loss_giou: 0.550776 loss_class_aux: 4.681287 loss_bbox_aux: 0.797730 loss_giou_aux: 3.463509 loss_class_dn: 0.371898 loss_bbox_dn: 0.111854 loss_giou_dn: 0.418211 loss_class_aux_dn: 1.974886 loss_bbox_aux_dn: 0.674387 loss_giou_aux_dn: 2.372310 loss: 16.782166 eta: 33 days, 21:24:29 batch_cost: 0.8763 data_cost: 0.0566 ips: 9.1294 images/s [07/27 06:36:27] ppdet.engine INFO: Epoch: [11] [17000/54024] learning_rate: 0.000100 loss_class: 0.703984 loss_bbox: 0.103563 loss_giou: 0.504081 loss_class_aux: 4.404500 loss_bbox_aux: 0.681936 loss_giou_aux: 3.160002 loss_class_dn: 0.347211 loss_bbox_dn: 0.092623 loss_giou_dn: 0.368256 loss_class_aux_dn: 1.893687 loss_bbox_aux_dn: 0.593186 loss_giou_aux_dn: 2.094451 loss: 14.895785 eta: 33 days, 21:21:40 batch_cost: 0.8501 data_cost: 0.0284 ips: 9.4108 images/s [07/27 06:38:05] ppdet.engine INFO: Epoch: [11] [17100/54024] learning_rate: 0.000100 loss_class: 0.691293 loss_bbox: 0.113081 loss_giou: 0.480178 loss_class_aux: 4.229524 loss_bbox_aux: 0.724525 loss_giou_aux: 3.027808 loss_class_dn: 0.347845 loss_bbox_dn: 0.104786 loss_giou_dn: 0.367405 loss_class_aux_dn: 1.842953 loss_bbox_aux_dn: 0.616939 loss_giou_aux_dn: 2.150913 loss: 15.094097 eta: 33 days, 21:21:24 batch_cost: 0.9328 data_cost: 0.0010 ips: 8.5763 images/s [07/27 06:39:33] ppdet.engine INFO: Epoch: [11] [17200/54024] learning_rate: 0.000100 loss_class: 0.730104 loss_bbox: 0.110051 loss_giou: 0.482337 loss_class_aux: 4.522479 loss_bbox_aux: 0.727092 loss_giou_aux: 3.011596 loss_class_dn: 0.362332 loss_bbox_dn: 0.104171 loss_giou_dn: 0.366860 loss_class_aux_dn: 1.920027 loss_bbox_aux_dn: 0.644349 loss_giou_aux_dn: 2.123999 loss: 15.178823 eta: 33 days, 21:17:55 batch_cost: 0.8276 data_cost: 0.0010 ips: 9.6665 images/s [07/27 06:40:56] ppdet.engine INFO: Epoch: [11] [17300/54024] learning_rate: 0.000100 loss_class: 0.693478 loss_bbox: 0.110436 loss_giou: 0.502508 loss_class_aux: 4.253156 loss_bbox_aux: 0.717829 loss_giou_aux: 3.186890 loss_class_dn: 0.347872 loss_bbox_dn: 0.104300 loss_giou_dn: 0.378051 loss_class_aux_dn: 1.881166 loss_bbox_aux_dn: 0.632357 loss_giou_aux_dn: 2.178667 loss: 15.010302 eta: 33 days, 21:13:18 batch_cost: 0.7908 data_cost: 0.0010 ips: 10.1169 images/s [07/27 06:42:21] ppdet.engine INFO: Epoch: [11] [17400/54024] learning_rate: 0.000100 loss_class: 0.708069 loss_bbox: 0.111208 loss_giou: 0.509889 loss_class_aux: 4.375706 loss_bbox_aux: 0.714515 loss_giou_aux: 3.166859 loss_class_dn: 0.360146 loss_bbox_dn: 0.094758 loss_giou_dn: 0.389177 loss_class_aux_dn: 1.936556 loss_bbox_aux_dn: 0.589370 loss_giou_aux_dn: 2.183386 loss: 15.745445 eta: 33 days, 21:09:04 batch_cost: 0.8027 data_cost: 0.0010 ips: 9.9661 images/s [07/27 06:43:53] ppdet.engine INFO: Epoch: [11] [17500/54024] learning_rate: 0.000100 loss_class: 0.715456 loss_bbox: 0.118220 loss_giou: 0.514081 loss_class_aux: 4.472190 loss_bbox_aux: 0.772037 loss_giou_aux: 3.271146 loss_class_dn: 0.354460 loss_bbox_dn: 0.102886 loss_giou_dn: 0.379096 loss_class_aux_dn: 1.896119 loss_bbox_aux_dn: 0.629797 loss_giou_aux_dn: 2.159801 loss: 15.262706 eta: 33 days, 21:06:51 batch_cost: 0.8694 data_cost: 0.0400 ips: 9.2019 images/s [07/27 06:45:19] ppdet.engine INFO: Epoch: [11] [17600/54024] learning_rate: 0.000100 loss_class: 0.743013 loss_bbox: 0.116665 loss_giou: 0.514995 loss_class_aux: 4.645836 loss_bbox_aux: 0.744296 loss_giou_aux: 3.085728 loss_class_dn: 0.362134 loss_bbox_dn: 0.106161 loss_giou_dn: 0.394311 loss_class_aux_dn: 1.970249 loss_bbox_aux_dn: 0.654632 loss_giou_aux_dn: 2.228181 loss: 16.043808 eta: 33 days, 21:03:06 batch_cost: 0.8186 data_cost: 0.0128 ips: 9.7728 images/s [07/27 06:46:47] ppdet.engine INFO: Epoch: [11] [17700/54024] learning_rate: 0.000100 loss_class: 0.687004 loss_bbox: 0.114599 loss_giou: 0.439758 loss_class_aux: 4.279854 loss_bbox_aux: 0.716220 loss_giou_aux: 2.731304 loss_class_dn: 0.321542 loss_bbox_dn: 0.102416 loss_giou_dn: 0.338463 loss_class_aux_dn: 1.745372 loss_bbox_aux_dn: 0.637545 loss_giou_aux_dn: 1.938214 loss: 14.179094 eta: 33 days, 20:59:43 batch_cost: 0.8304 data_cost: 0.0062 ips: 9.6343 images/s [07/27 06:48:18] ppdet.engine INFO: Epoch: [11] [17800/54024] learning_rate: 0.000100 loss_class: 0.716113 loss_bbox: 0.115683 loss_giou: 0.529613 loss_class_aux: 4.463794 loss_bbox_aux: 0.758908 loss_giou_aux: 3.315823 loss_class_dn: 0.362594 loss_bbox_dn: 0.108001 loss_giou_dn: 0.382727 loss_class_aux_dn: 1.936290 loss_bbox_aux_dn: 0.654244 loss_giou_aux_dn: 2.207302 loss: 15.494486 eta: 33 days, 20:57:30 batch_cost: 0.8689 data_cost: 0.0010 ips: 9.2074 images/s [07/27 06:49:48] ppdet.engine INFO: Epoch: [11] [17900/54024] learning_rate: 0.000100 loss_class: 0.669614 loss_bbox: 0.105742 loss_giou: 0.494586 loss_class_aux: 4.255121 loss_bbox_aux: 0.694469 loss_giou_aux: 3.057849 loss_class_dn: 0.347261 loss_bbox_dn: 0.096610 loss_giou_dn: 0.360001 loss_class_aux_dn: 1.871456 loss_bbox_aux_dn: 0.588878 loss_giou_aux_dn: 2.034773 loss: 14.712133 eta: 33 days, 20:54:43 batch_cost: 0.8501 data_cost: 0.0010 ips: 9.4104 images/s [07/27 06:51:18] ppdet.engine INFO: Epoch: [11] [18000/54024] learning_rate: 0.000100 loss_class: 0.719698 loss_bbox: 0.116479 loss_giou: 0.469492 loss_class_aux: 4.517777 loss_bbox_aux: 0.735425 loss_giou_aux: 2.882019 loss_class_dn: 0.349858 loss_bbox_dn: 0.102723 loss_giou_dn: 0.357261 loss_class_aux_dn: 1.920099 loss_bbox_aux_dn: 0.649022 loss_giou_aux_dn: 2.056382 loss: 15.316311 eta: 33 days, 20:51:56 batch_cost: 0.8505 data_cost: 0.0092 ips: 9.4064 images/s [07/27 06:52:51] ppdet.engine INFO: Epoch: [11] [18100/54024] learning_rate: 0.000100 loss_class: 0.661421 loss_bbox: 0.103061 loss_giou: 0.482210 loss_class_aux: 4.143602 loss_bbox_aux: 0.668402 loss_giou_aux: 3.012731 loss_class_dn: 0.327699 loss_bbox_dn: 0.091291 loss_giou_dn: 0.359635 loss_class_aux_dn: 1.779234 loss_bbox_aux_dn: 0.556712 loss_giou_aux_dn: 2.042523 loss: 14.578536 eta: 33 days, 20:50:10 batch_cost: 0.8835 data_cost: 0.0009 ips: 9.0550 images/s [07/27 06:54:23] ppdet.engine INFO: Epoch: [11] [18200/54024] learning_rate: 0.000100 loss_class: 0.677896 loss_bbox: 0.112481 loss_giou: 0.432081 loss_class_aux: 4.238966 loss_bbox_aux: 0.729995 loss_giou_aux: 2.785969 loss_class_dn: 0.335106 loss_bbox_dn: 0.103674 loss_giou_dn: 0.351385 loss_class_aux_dn: 1.805670 loss_bbox_aux_dn: 0.618896 loss_giou_aux_dn: 2.005149 loss: 14.797356 eta: 33 days, 20:48:01 batch_cost: 0.8709 data_cost: 0.0010 ips: 9.1854 images/s [07/27 06:55:56] ppdet.engine INFO: Epoch: [11] [18300/54024] learning_rate: 0.000100 loss_class: 0.689666 loss_bbox: 0.110883 loss_giou: 0.491811 loss_class_aux: 4.270854 loss_bbox_aux: 0.716984 loss_giou_aux: 3.099988 loss_class_dn: 0.358823 loss_bbox_dn: 0.102482 loss_giou_dn: 0.374959 loss_class_aux_dn: 1.890305 loss_bbox_aux_dn: 0.623701 loss_giou_aux_dn: 2.140419 loss: 15.396102 eta: 33 days, 20:46:15 batch_cost: 0.8839 data_cost: 0.0016 ips: 9.0510 images/s [07/27 06:57:34] ppdet.engine INFO: Epoch: [11] [18400/54024] learning_rate: 0.000100 loss_class: 0.678855 loss_bbox: 0.112112 loss_giou: 0.467959 loss_class_aux: 4.300398 loss_bbox_aux: 0.732240 loss_giou_aux: 2.992129 loss_class_dn: 0.331854 loss_bbox_dn: 0.093805 loss_giou_dn: 0.358930 loss_class_aux_dn: 1.793817 loss_bbox_aux_dn: 0.595565 loss_giou_aux_dn: 2.085475 loss: 14.025768 eta: 33 days, 20:45:43 batch_cost: 0.9243 data_cost: 0.0010 ips: 8.6550 images/s [07/27 06:59:01] ppdet.engine INFO: Epoch: [11] [18500/54024] learning_rate: 0.000100 loss_class: 0.695978 loss_bbox: 0.116088 loss_giou: 0.512475 loss_class_aux: 4.303187 loss_bbox_aux: 0.758881 loss_giou_aux: 3.209977 loss_class_dn: 0.349696 loss_bbox_dn: 0.110484 loss_giou_dn: 0.370727 loss_class_aux_dn: 1.887126 loss_bbox_aux_dn: 0.688650 loss_giou_aux_dn: 2.137116 loss: 15.633288 eta: 33 days, 20:42:14 batch_cost: 0.8268 data_cost: 0.0010 ips: 9.6762 images/s [07/27 07:00:40] ppdet.engine INFO: Epoch: [11] [18600/54024] learning_rate: 0.000100 loss_class: 0.675896 loss_bbox: 0.110125 loss_giou: 0.463881 loss_class_aux: 4.240918 loss_bbox_aux: 0.724663 loss_giou_aux: 2.850161 loss_class_dn: 0.328082 loss_bbox_dn: 0.096558 loss_giou_dn: 0.342700 loss_class_aux_dn: 1.790818 loss_bbox_aux_dn: 0.610776 loss_giou_aux_dn: 2.006661 loss: 14.378338 eta: 33 days, 20:42:20 batch_cost: 0.9454 data_cost: 0.0425 ips: 8.4617 images/s [07/27 07:02:08] ppdet.engine INFO: Epoch: [11] [18700/54024] learning_rate: 0.000100 loss_class: 0.668161 loss_bbox: 0.106740 loss_giou: 0.458017 loss_class_aux: 4.132305 loss_bbox_aux: 0.694906 loss_giou_aux: 2.919370 loss_class_dn: 0.335577 loss_bbox_dn: 0.095575 loss_giou_dn: 0.360598 loss_class_aux_dn: 1.859766 loss_bbox_aux_dn: 0.586679 loss_giou_aux_dn: 2.086534 loss: 15.116524 eta: 33 days, 20:38:55 batch_cost: 0.8292 data_cost: 0.0216 ips: 9.6478 images/s [07/27 07:03:33] ppdet.engine INFO: Epoch: [11] [18800/54024] learning_rate: 0.000100 loss_class: 0.672565 loss_bbox: 0.113205 loss_giou: 0.473389 loss_class_aux: 4.217470 loss_bbox_aux: 0.744696 loss_giou_aux: 2.932493 loss_class_dn: 0.328763 loss_bbox_dn: 0.093846 loss_giou_dn: 0.351652 loss_class_aux_dn: 1.779248 loss_bbox_aux_dn: 0.577941 loss_giou_aux_dn: 2.023819 loss: 14.518288 eta: 33 days, 20:34:51 batch_cost: 0.8070 data_cost: 0.0010 ips: 9.9129 images/s [07/27 07:05:11] ppdet.engine INFO: Epoch: [11] [18900/54024] learning_rate: 0.000100 loss_class: 0.701034 loss_bbox: 0.112388 loss_giou: 0.541164 loss_class_aux: 4.234074 loss_bbox_aux: 0.749017 loss_giou_aux: 3.355013 loss_class_dn: 0.353359 loss_bbox_dn: 0.105671 loss_giou_dn: 0.384257 loss_class_aux_dn: 1.885374 loss_bbox_aux_dn: 0.633631 loss_giou_aux_dn: 2.229966 loss: 15.777450 eta: 33 days, 20:34:28 batch_cost: 0.9294 data_cost: 0.0010 ips: 8.6076 images/s [07/27 07:06:45] ppdet.engine INFO: Epoch: [11] [19000/54024] learning_rate: 0.000100 loss_class: 0.662077 loss_bbox: 0.106379 loss_giou: 0.486610 loss_class_aux: 4.222646 loss_bbox_aux: 0.695036 loss_giou_aux: 3.044857 loss_class_dn: 0.336212 loss_bbox_dn: 0.093117 loss_giou_dn: 0.360041 loss_class_aux_dn: 1.833156 loss_bbox_aux_dn: 0.571568 loss_giou_aux_dn: 2.037080 loss: 14.365262 eta: 33 days, 20:33:07 batch_cost: 0.8974 data_cost: 0.1070 ips: 8.9149 images/s [07/27 07:08:20] ppdet.engine INFO: Epoch: [11] [19100/54024] learning_rate: 0.000100 loss_class: 0.712845 loss_bbox: 0.113305 loss_giou: 0.498922 loss_class_aux: 4.516461 loss_bbox_aux: 0.734834 loss_giou_aux: 3.082847 loss_class_dn: 0.352317 loss_bbox_dn: 0.100899 loss_giou_dn: 0.374983 loss_class_aux_dn: 1.929927 loss_bbox_aux_dn: 0.632126 loss_giou_aux_dn: 2.130509 loss: 15.299600 eta: 33 days, 20:31:59 batch_cost: 0.9049 data_cost: 0.0102 ips: 8.8411 images/s [07/27 07:09:55] ppdet.engine INFO: Epoch: [11] [19200/54024] learning_rate: 0.000100 loss_class: 0.666908 loss_bbox: 0.105729 loss_giou: 0.482879 loss_class_aux: 4.161889 loss_bbox_aux: 0.686180 loss_giou_aux: 3.051090 loss_class_dn: 0.340825 loss_bbox_dn: 0.096131 loss_giou_dn: 0.370654 loss_class_aux_dn: 1.830652 loss_bbox_aux_dn: 0.582557 loss_giou_aux_dn: 2.122880 loss: 14.837681 eta: 33 days, 20:30:50 batch_cost: 0.9037 data_cost: 0.0017 ips: 8.8527 images/s [07/27 07:11:26] ppdet.engine INFO: Epoch: [11] [19300/54024] learning_rate: 0.000100 loss_class: 0.651885 loss_bbox: 0.102710 loss_giou: 0.461598 loss_class_aux: 3.986559 loss_bbox_aux: 0.666060 loss_giou_aux: 2.882570 loss_class_dn: 0.323365 loss_bbox_dn: 0.093162 loss_giou_dn: 0.346844 loss_class_aux_dn: 1.743926 loss_bbox_aux_dn: 0.578045 loss_giou_aux_dn: 2.025708 loss: 13.950488 eta: 33 days, 20:28:06 batch_cost: 0.8515 data_cost: 0.0010 ips: 9.3950 images/s [07/27 07:12:54] ppdet.engine INFO: Epoch: [11] [19400/54024] learning_rate: 0.000100 loss_class: 0.698154 loss_bbox: 0.116298 loss_giou: 0.523648 loss_class_aux: 4.382460 loss_bbox_aux: 0.762081 loss_giou_aux: 3.303818 loss_class_dn: 0.346867 loss_bbox_dn: 0.104982 loss_giou_dn: 0.387195 loss_class_aux_dn: 1.868928 loss_bbox_aux_dn: 0.656616 loss_giou_aux_dn: 2.196191 loss: 15.712889 eta: 33 days, 20:24:55 batch_cost: 0.8364 data_cost: 0.0466 ips: 9.5653 images/s [07/27 07:14:23] ppdet.engine INFO: Epoch: [11] [19500/54024] learning_rate: 0.000100 loss_class: 0.706578 loss_bbox: 0.111668 loss_giou: 0.482628 loss_class_aux: 4.425688 loss_bbox_aux: 0.729337 loss_giou_aux: 3.095738 loss_class_dn: 0.346246 loss_bbox_dn: 0.103197 loss_giou_dn: 0.389652 loss_class_aux_dn: 1.856268 loss_bbox_aux_dn: 0.649621 loss_giou_aux_dn: 2.251503 loss: 15.435112 eta: 33 days, 20:21:42 batch_cost: 0.8355 data_cost: 0.0256 ips: 9.5755 images/s [07/27 07:15:54] ppdet.engine INFO: Epoch: [11] [19600/54024] learning_rate: 0.000100 loss_class: 0.657169 loss_bbox: 0.098990 loss_giou: 0.437105 loss_class_aux: 4.084828 loss_bbox_aux: 0.660035 loss_giou_aux: 2.819672 loss_class_dn: 0.332736 loss_bbox_dn: 0.089103 loss_giou_dn: 0.353197 loss_class_aux_dn: 1.780610 loss_bbox_aux_dn: 0.559588 loss_giou_aux_dn: 2.062650 loss: 14.638805 eta: 33 days, 20:19:28 batch_cost: 0.8676 data_cost: 0.0590 ips: 9.2210 images/s [07/27 07:17:36] ppdet.engine INFO: Epoch: [11] [19700/54024] learning_rate: 0.000100 loss_class: 0.676508 loss_bbox: 0.112128 loss_giou: 0.544557 loss_class_aux: 4.259551 loss_bbox_aux: 0.733220 loss_giou_aux: 3.299694 loss_class_dn: 0.348839 loss_bbox_dn: 0.100559 loss_giou_dn: 0.397416 loss_class_aux_dn: 1.878609 loss_bbox_aux_dn: 0.637304 loss_giou_aux_dn: 2.277709 loss: 15.157260 eta: 33 days, 20:20:07 batch_cost: 0.9639 data_cost: 0.0196 ips: 8.2994 images/s [07/27 07:19:07] ppdet.engine INFO: Epoch: [11] [19800/54024] learning_rate: 0.000100 loss_class: 0.705774 loss_bbox: 0.113742 loss_giou: 0.540659 loss_class_aux: 4.395831 loss_bbox_aux: 0.733984 loss_giou_aux: 3.352474 loss_class_dn: 0.352070 loss_bbox_dn: 0.098204 loss_giou_dn: 0.387036 loss_class_aux_dn: 1.901393 loss_bbox_aux_dn: 0.624663 loss_giou_aux_dn: 2.242277 loss: 15.258059 eta: 33 days, 20:18:00 batch_cost: 0.8721 data_cost: 0.0447 ips: 9.1728 images/s [07/27 07:20:56] ppdet.engine INFO: Epoch: [11] [19900/54024] learning_rate: 0.000100 loss_class: 0.633116 loss_bbox: 0.097651 loss_giou: 0.452443 loss_class_aux: 3.898299 loss_bbox_aux: 0.653013 loss_giou_aux: 2.880151 loss_class_dn: 0.303264 loss_bbox_dn: 0.093816 loss_giou_dn: 0.334338 loss_class_aux_dn: 1.652376 loss_bbox_aux_dn: 0.584143 loss_giou_aux_dn: 1.928567 loss: 13.460258 eta: 33 days, 20:20:53 batch_cost: 1.0382 data_cost: 0.0015 ips: 7.7056 images/s [07/27 07:22:27] ppdet.engine INFO: Epoch: [11] [20000/54024] learning_rate: 0.000100 loss_class: 0.663030 loss_bbox: 0.099253 loss_giou: 0.433621 loss_class_aux: 4.158415 loss_bbox_aux: 0.655988 loss_giou_aux: 2.681108 loss_class_dn: 0.323922 loss_bbox_dn: 0.092128 loss_giou_dn: 0.338088 loss_class_aux_dn: 1.758915 loss_bbox_aux_dn: 0.576562 loss_giou_aux_dn: 1.956838 loss: 13.730712 eta: 33 days, 20:18:32 batch_cost: 0.8642 data_cost: 0.0010 ips: 9.2575 images/s [07/27 07:24:01] ppdet.engine INFO: Epoch: [11] [20100/54024] learning_rate: 0.000100 loss_class: 0.713978 loss_bbox: 0.106323 loss_giou: 0.466913 loss_class_aux: 4.474294 loss_bbox_aux: 0.694723 loss_giou_aux: 2.918660 loss_class_dn: 0.340639 loss_bbox_dn: 0.100374 loss_giou_dn: 0.358965 loss_class_aux_dn: 1.860861 loss_bbox_aux_dn: 0.615611 loss_giou_aux_dn: 2.081332 loss: 14.829372 eta: 33 days, 20:16:48 batch_cost: 0.8844 data_cost: 0.0010 ips: 9.0452 images/s [07/27 07:25:54] ppdet.engine INFO: Epoch: [11] [20200/54024] learning_rate: 0.000100 loss_class: 0.745726 loss_bbox: 0.114773 loss_giou: 0.482553 loss_class_aux: 4.656657 loss_bbox_aux: 0.784071 loss_giou_aux: 2.967370 loss_class_dn: 0.349803 loss_bbox_dn: 0.106154 loss_giou_dn: 0.367526 loss_class_aux_dn: 1.906347 loss_bbox_aux_dn: 0.639792 loss_giou_aux_dn: 2.125364 loss: 15.236575 eta: 33 days, 20:21:10 batch_cost: 1.0883 data_cost: 0.0566 ips: 7.3511 images/s [07/27 07:27:23] ppdet.engine INFO: Epoch: [11] [20300/54024] learning_rate: 0.000100 loss_class: 0.739130 loss_bbox: 0.107569 loss_giou: 0.469215 loss_class_aux: 4.620362 loss_bbox_aux: 0.726655 loss_giou_aux: 2.883883 loss_class_dn: 0.340868 loss_bbox_dn: 0.110610 loss_giou_dn: 0.366444 loss_class_aux_dn: 1.853314 loss_bbox_aux_dn: 0.676006 loss_giou_aux_dn: 2.095652 loss: 15.058497 eta: 33 days, 20:18:14 batch_cost: 0.8446 data_cost: 0.0010 ips: 9.4718 images/s [07/27 07:28:50] ppdet.engine INFO: Epoch: [11] [20400/54024] learning_rate: 0.000100 loss_class: 0.721372 loss_bbox: 0.107086 loss_giou: 0.456047 loss_class_aux: 4.487907 loss_bbox_aux: 0.695716 loss_giou_aux: 2.874777 loss_class_dn: 0.348218 loss_bbox_dn: 0.100052 loss_giou_dn: 0.360212 loss_class_aux_dn: 1.883029 loss_bbox_aux_dn: 0.621320 loss_giou_aux_dn: 2.096967 loss: 15.216449 eta: 33 days, 20:14:48 batch_cost: 0.8277 data_cost: 0.0076 ips: 9.6649 images/s [07/27 07:30:26] ppdet.engine INFO: Epoch: [11] [20500/54024] learning_rate: 0.000100 loss_class: 0.684778 loss_bbox: 0.103470 loss_giou: 0.526965 loss_class_aux: 4.346340 loss_bbox_aux: 0.684194 loss_giou_aux: 3.315789 loss_class_dn: 0.332038 loss_bbox_dn: 0.097649 loss_giou_dn: 0.376820 loss_class_aux_dn: 1.795664 loss_bbox_aux_dn: 0.611904 loss_giou_aux_dn: 2.152277 loss: 14.962866 eta: 33 days, 20:13:43 batch_cost: 0.9064 data_cost: 0.0009 ips: 8.8262 images/s [07/27 07:32:04] ppdet.engine INFO: Epoch: [11] [20600/54024] learning_rate: 0.000100 loss_class: 0.667525 loss_bbox: 0.101625 loss_giou: 0.485537 loss_class_aux: 4.122035 loss_bbox_aux: 0.664923 loss_giou_aux: 3.084171 loss_class_dn: 0.342675 loss_bbox_dn: 0.092028 loss_giou_dn: 0.358056 loss_class_aux_dn: 1.821745 loss_bbox_aux_dn: 0.573011 loss_giou_aux_dn: 2.058360 loss: 14.765842 eta: 33 days, 20:13:38 batch_cost: 0.9402 data_cost: 0.0597 ips: 8.5091 images/s [07/27 07:33:29] ppdet.engine INFO: Epoch: [11] [20700/54024] learning_rate: 0.000100 loss_class: 0.681743 loss_bbox: 0.107444 loss_giou: 0.469384 loss_class_aux: 4.229849 loss_bbox_aux: 0.700556 loss_giou_aux: 2.988474 loss_class_dn: 0.324799 loss_bbox_dn: 0.099688 loss_giou_dn: 0.349951 loss_class_aux_dn: 1.759957 loss_bbox_aux_dn: 0.617614 loss_giou_aux_dn: 2.062342 loss: 14.187859 eta: 33 days, 20:09:16 batch_cost: 0.7963 data_cost: 0.0223 ips: 10.0462 images/s [07/27 07:34:56] ppdet.engine INFO: Epoch: [11] [20800/54024] learning_rate: 0.000100 loss_class: 0.702715 loss_bbox: 0.104511 loss_giou: 0.478189 loss_class_aux: 4.275734 loss_bbox_aux: 0.681882 loss_giou_aux: 3.002945 loss_class_dn: 0.346892 loss_bbox_dn: 0.102962 loss_giou_dn: 0.379773 loss_class_aux_dn: 1.865509 loss_bbox_aux_dn: 0.633528 loss_giou_aux_dn: 2.167883 loss: 15.246959 eta: 33 days, 20:05:45 batch_cost: 0.8247 data_cost: 0.0010 ips: 9.7005 images/s [07/27 07:36:27] ppdet.engine INFO: Epoch: [11] [20900/54024] learning_rate: 0.000100 loss_class: 0.668079 loss_bbox: 0.101133 loss_giou: 0.443683 loss_class_aux: 4.107605 loss_bbox_aux: 0.658211 loss_giou_aux: 2.776942 loss_class_dn: 0.310018 loss_bbox_dn: 0.094277 loss_giou_dn: 0.330168 loss_class_aux_dn: 1.682392 loss_bbox_aux_dn: 0.602096 loss_giou_aux_dn: 1.907356 loss: 13.788510 eta: 33 days, 20:03:38 batch_cost: 0.8720 data_cost: 0.0010 ips: 9.1741 images/s [07/27 07:38:03] ppdet.engine INFO: Epoch: [11] [21000/54024] learning_rate: 0.000100 loss_class: 0.692075 loss_bbox: 0.116109 loss_giou: 0.531301 loss_class_aux: 4.270301 loss_bbox_aux: 0.775014 loss_giou_aux: 3.343994 loss_class_dn: 0.362062 loss_bbox_dn: 0.101702 loss_giou_dn: 0.396209 loss_class_aux_dn: 1.940507 loss_bbox_aux_dn: 0.631473 loss_giou_aux_dn: 2.280576 loss: 16.102141 eta: 33 days, 20:02:42 batch_cost: 0.9110 data_cost: 0.1040 ips: 8.7815 images/s [07/27 07:39:43] ppdet.engine INFO: Epoch: [11] [21100/54024] learning_rate: 0.000100 loss_class: 0.661665 loss_bbox: 0.106896 loss_giou: 0.449435 loss_class_aux: 4.134690 loss_bbox_aux: 0.704946 loss_giou_aux: 2.833495 loss_class_dn: 0.313054 loss_bbox_dn: 0.096411 loss_giou_dn: 0.333570 loss_class_aux_dn: 1.707882 loss_bbox_aux_dn: 0.586260 loss_giou_aux_dn: 1.932746 loss: 13.968067 eta: 33 days, 20:03:04 batch_cost: 0.9550 data_cost: 0.0360 ips: 8.3770 images/s [07/27 07:41:11] ppdet.engine INFO: Epoch: [11] [21200/54024] learning_rate: 0.000100 loss_class: 0.646899 loss_bbox: 0.103994 loss_giou: 0.458900 loss_class_aux: 4.044630 loss_bbox_aux: 0.678764 loss_giou_aux: 2.846800 loss_class_dn: 0.337417 loss_bbox_dn: 0.094941 loss_giou_dn: 0.355782 loss_class_aux_dn: 1.814378 loss_bbox_aux_dn: 0.582329 loss_giou_aux_dn: 2.059343 loss: 14.859849 eta: 33 days, 19:59:35 batch_cost: 0.8259 data_cost: 0.0010 ips: 9.6861 images/s [07/27 07:42:49] ppdet.engine INFO: Epoch: [11] [21300/54024] learning_rate: 0.000100 loss_class: 0.746762 loss_bbox: 0.113313 loss_giou: 0.525062 loss_class_aux: 4.625627 loss_bbox_aux: 0.755907 loss_giou_aux: 3.254986 loss_class_dn: 0.368600 loss_bbox_dn: 0.109342 loss_giou_dn: 0.390956 loss_class_aux_dn: 2.008056 loss_bbox_aux_dn: 0.678256 loss_giou_aux_dn: 2.252028 loss: 15.926092 eta: 33 days, 19:59:30 batch_cost: 0.9399 data_cost: 0.0010 ips: 8.5112 images/s [07/27 07:44:12] ppdet.engine INFO: Epoch: [11] [21400/54024] learning_rate: 0.000100 loss_class: 0.717920 loss_bbox: 0.114157 loss_giou: 0.485356 loss_class_aux: 4.502454 loss_bbox_aux: 0.746903 loss_giou_aux: 3.109384 loss_class_dn: 0.352136 loss_bbox_dn: 0.111788 loss_giou_dn: 0.377752 loss_class_aux_dn: 1.921258 loss_bbox_aux_dn: 0.672706 loss_giou_aux_dn: 2.166156 loss: 15.496274 eta: 33 days, 19:54:46 batch_cost: 0.7837 data_cost: 0.0010 ips: 10.2085 images/s [07/27 07:45:46] ppdet.engine INFO: Epoch: [11] [21500/54024] learning_rate: 0.000100 loss_class: 0.653376 loss_bbox: 0.096138 loss_giou: 0.475384 loss_class_aux: 4.041533 loss_bbox_aux: 0.646129 loss_giou_aux: 2.991524 loss_class_dn: 0.321211 loss_bbox_dn: 0.098197 loss_giou_dn: 0.361324 loss_class_aux_dn: 1.745636 loss_bbox_aux_dn: 0.613070 loss_giou_aux_dn: 2.063680 loss: 14.403316 eta: 33 days, 19:53:16 batch_cost: 0.8927 data_cost: 0.0010 ips: 8.9616 images/s [07/27 07:47:19] ppdet.engine INFO: Epoch: [11] [21600/54024] learning_rate: 0.000100 loss_class: 0.690385 loss_bbox: 0.108649 loss_giou: 0.464116 loss_class_aux: 4.203283 loss_bbox_aux: 0.713129 loss_giou_aux: 2.965174 loss_class_dn: 0.339446 loss_bbox_dn: 0.099252 loss_giou_dn: 0.354819 loss_class_aux_dn: 1.807595 loss_bbox_aux_dn: 0.599260 loss_giou_aux_dn: 2.057140 loss: 14.580178 eta: 33 days, 19:51:27 batch_cost: 0.8814 data_cost: 0.0029 ips: 9.0764 images/s [07/27 07:48:42] ppdet.engine INFO: Epoch: [11] [21700/54024] learning_rate: 0.000100 loss_class: 0.703670 loss_bbox: 0.116055 loss_giou: 0.489466 loss_class_aux: 4.328501 loss_bbox_aux: 0.739426 loss_giou_aux: 3.104187 loss_class_dn: 0.349874 loss_bbox_dn: 0.097991 loss_giou_dn: 0.382654 loss_class_aux_dn: 1.855937 loss_bbox_aux_dn: 0.606707 loss_giou_aux_dn: 2.164417 loss: 15.163862 eta: 33 days, 19:46:34 batch_cost: 0.7785 data_cost: 0.0215 ips: 10.2763 images/s [07/27 07:50:06] ppdet.engine INFO: Epoch: [11] [21800/54024] learning_rate: 0.000100 loss_class: 0.747657 loss_bbox: 0.104711 loss_giou: 0.490472 loss_class_aux: 4.672759 loss_bbox_aux: 0.684290 loss_giou_aux: 3.032689 loss_class_dn: 0.358639 loss_bbox_dn: 0.090887 loss_giou_dn: 0.370928 loss_class_aux_dn: 1.944016 loss_bbox_aux_dn: 0.566316 loss_giou_aux_dn: 2.142653 loss: 15.624467 eta: 33 days, 19:42:18 batch_cost: 0.7991 data_cost: 0.0013 ips: 10.0112 images/s [07/27 07:51:42] ppdet.engine INFO: Epoch: [11] [21900/54024] learning_rate: 0.000100 loss_class: 0.722787 loss_bbox: 0.109008 loss_giou: 0.530674 loss_class_aux: 4.469671 loss_bbox_aux: 0.711817 loss_giou_aux: 3.285537 loss_class_dn: 0.356349 loss_bbox_dn: 0.098581 loss_giou_dn: 0.392076 loss_class_aux_dn: 1.949277 loss_bbox_aux_dn: 0.611253 loss_giou_aux_dn: 2.236404 loss: 15.459136 eta: 33 days, 19:41:20 batch_cost: 0.9098 data_cost: 0.0634 ips: 8.7932 images/s [07/27 07:53:08] ppdet.engine INFO: Epoch: [11] [22000/54024] learning_rate: 0.000100 loss_class: 0.664092 loss_bbox: 0.104348 loss_giou: 0.455229 loss_class_aux: 4.123908 loss_bbox_aux: 0.667216 loss_giou_aux: 2.898143 loss_class_dn: 0.333986 loss_bbox_dn: 0.092370 loss_giou_dn: 0.352173 loss_class_aux_dn: 1.811202 loss_bbox_aux_dn: 0.584080 loss_giou_aux_dn: 1.992695 loss: 14.505800 eta: 33 days, 19:37:29 batch_cost: 0.8132 data_cost: 0.0162 ips: 9.8382 images/s [07/27 07:54:51] ppdet.engine INFO: Epoch: [11] [22100/54024] learning_rate: 0.000100 loss_class: 0.698230 loss_bbox: 0.108348 loss_giou: 0.449498 loss_class_aux: 4.255547 loss_bbox_aux: 0.712713 loss_giou_aux: 2.860693 loss_class_dn: 0.349296 loss_bbox_dn: 0.100612 loss_giou_dn: 0.367359 loss_class_aux_dn: 1.870967 loss_bbox_aux_dn: 0.624647 loss_giou_aux_dn: 2.115004 loss: 14.961786 eta: 33 days, 19:38:42 batch_cost: 0.9841 data_cost: 0.0010 ips: 8.1289 images/s [07/27 07:56:17] ppdet.engine INFO: Epoch: [11] [22200/54024] learning_rate: 0.000100 loss_class: 0.675844 loss_bbox: 0.111472 loss_giou: 0.462658 loss_class_aux: 4.210415 loss_bbox_aux: 0.727724 loss_giou_aux: 2.923188 loss_class_dn: 0.320739 loss_bbox_dn: 0.101297 loss_giou_dn: 0.354734 loss_class_aux_dn: 1.726389 loss_bbox_aux_dn: 0.630704 loss_giou_aux_dn: 2.046537 loss: 14.503933 eta: 33 days, 19:34:45 batch_cost: 0.8091 data_cost: 0.0010 ips: 9.8878 images/s [07/27 07:57:48] ppdet.engine INFO: Epoch: [11] [22300/54024] learning_rate: 0.000100 loss_class: 0.725011 loss_bbox: 0.117526 loss_giou: 0.543099 loss_class_aux: 4.506603 loss_bbox_aux: 0.761814 loss_giou_aux: 3.389815 loss_class_dn: 0.373370 loss_bbox_dn: 0.096103 loss_giou_dn: 0.416763 loss_class_aux_dn: 1.970584 loss_bbox_aux_dn: 0.602845 loss_giou_aux_dn: 2.379591 loss: 15.836548 eta: 33 days, 19:32:30 batch_cost: 0.8669 data_cost: 0.0277 ips: 9.2279 images/s [07/27 07:59:19] ppdet.engine INFO: Epoch: [11] [22400/54024] learning_rate: 0.000100 loss_class: 0.661281 loss_bbox: 0.111276 loss_giou: 0.466602 loss_class_aux: 4.128430 loss_bbox_aux: 0.713862 loss_giou_aux: 2.895153 loss_class_dn: 0.337171 loss_bbox_dn: 0.100510 loss_giou_dn: 0.361088 loss_class_aux_dn: 1.840670 loss_bbox_aux_dn: 0.629277 loss_giou_aux_dn: 2.083124 loss: 14.556663 eta: 33 days, 19:30:09 batch_cost: 0.8633 data_cost: 0.0011 ips: 9.2663 images/s [07/27 08:00:57] ppdet.engine INFO: Epoch: [11] [22500/54024] learning_rate: 0.000100 loss_class: 0.670152 loss_bbox: 0.105481 loss_giou: 0.480434 loss_class_aux: 4.191861 loss_bbox_aux: 0.689170 loss_giou_aux: 3.005028 loss_class_dn: 0.339782 loss_bbox_dn: 0.099993 loss_giou_dn: 0.367767 loss_class_aux_dn: 1.843566 loss_bbox_aux_dn: 0.610389 loss_giou_aux_dn: 2.140731 loss: 14.972157 eta: 33 days, 19:29:57 batch_cost: 0.9362 data_cost: 0.0349 ips: 8.5456 images/s [07/27 08:02:20] ppdet.engine INFO: Epoch: [11] [22600/54024] learning_rate: 0.000100 loss_class: 0.722160 loss_bbox: 0.115704 loss_giou: 0.473372 loss_class_aux: 4.446157 loss_bbox_aux: 0.742747 loss_giou_aux: 2.960615 loss_class_dn: 0.347124 loss_bbox_dn: 0.102722 loss_giou_dn: 0.355893 loss_class_aux_dn: 1.900419 loss_bbox_aux_dn: 0.630828 loss_giou_aux_dn: 2.010671 loss: 15.304259 eta: 33 days, 19:25:17 batch_cost: 0.7852 data_cost: 0.0010 ips: 10.1890 images/s [07/27 08:03:55] ppdet.engine INFO: Epoch: [11] [22700/54024] learning_rate: 0.000100 loss_class: 0.701801 loss_bbox: 0.114421 loss_giou: 0.469407 loss_class_aux: 4.274494 loss_bbox_aux: 0.748518 loss_giou_aux: 2.998382 loss_class_dn: 0.341364 loss_bbox_dn: 0.105291 loss_giou_dn: 0.376532 loss_class_aux_dn: 1.848720 loss_bbox_aux_dn: 0.651599 loss_giou_aux_dn: 2.145018 loss: 15.022386 eta: 33 days, 19:24:02 batch_cost: 0.9006 data_cost: 0.0010 ips: 8.8828 images/s [07/27 08:05:26] ppdet.engine INFO: Epoch: [11] [22800/54024] learning_rate: 0.000100 loss_class: 0.683528 loss_bbox: 0.113454 loss_giou: 0.560591 loss_class_aux: 4.276583 loss_bbox_aux: 0.752249 loss_giou_aux: 3.473521 loss_class_dn: 0.344977 loss_bbox_dn: 0.098183 loss_giou_dn: 0.385476 loss_class_aux_dn: 1.848675 loss_bbox_aux_dn: 0.606952 loss_giou_aux_dn: 2.242377 loss: 14.905019 eta: 33 days, 19:21:43 batch_cost: 0.8640 data_cost: 0.0010 ips: 9.2590 images/s [07/27 08:07:13] ppdet.engine INFO: Epoch: [11] [22900/54024] learning_rate: 0.000100 loss_class: 0.619340 loss_bbox: 0.100479 loss_giou: 0.428167 loss_class_aux: 3.908492 loss_bbox_aux: 0.674695 loss_giou_aux: 2.651679 loss_class_dn: 0.306371 loss_bbox_dn: 0.090478 loss_giou_dn: 0.327203 loss_class_aux_dn: 1.655591 loss_bbox_aux_dn: 0.564385 loss_giou_aux_dn: 1.851360 loss: 13.304162 eta: 33 days, 19:24:04 batch_cost: 1.0228 data_cost: 0.0011 ips: 7.8213 images/s [07/27 08:08:47] ppdet.engine INFO: Epoch: [11] [23000/54024] learning_rate: 0.000100 loss_class: 0.715292 loss_bbox: 0.110084 loss_giou: 0.486740 loss_class_aux: 4.477506 loss_bbox_aux: 0.726355 loss_giou_aux: 3.046650 loss_class_dn: 0.357288 loss_bbox_dn: 0.100005 loss_giou_dn: 0.366915 loss_class_aux_dn: 1.958827 loss_bbox_aux_dn: 0.632083 loss_giou_aux_dn: 2.098930 loss: 15.536162 eta: 33 days, 19:22:50 batch_cost: 0.9012 data_cost: 0.0011 ips: 8.8768 images/s [07/27 08:10:15] ppdet.engine INFO: Epoch: [11] [23100/54024] learning_rate: 0.000100 loss_class: 0.651335 loss_bbox: 0.108220 loss_giou: 0.460610 loss_class_aux: 4.057882 loss_bbox_aux: 0.687590 loss_giou_aux: 2.869267 loss_class_dn: 0.327659 loss_bbox_dn: 0.096728 loss_giou_dn: 0.366058 loss_class_aux_dn: 1.769638 loss_bbox_aux_dn: 0.602651 loss_giou_aux_dn: 2.057070 loss: 14.012414 eta: 33 days, 19:19:40 batch_cost: 0.8355 data_cost: 0.0206 ips: 9.5749 images/s [07/27 08:12:10] ppdet.engine INFO: Epoch: [11] [23200/54024] learning_rate: 0.000100 loss_class: 0.665483 loss_bbox: 0.109081 loss_giou: 0.462205 loss_class_aux: 4.118485 loss_bbox_aux: 0.730906 loss_giou_aux: 2.887774 loss_class_dn: 0.330251 loss_bbox_dn: 0.102626 loss_giou_dn: 0.351318 loss_class_aux_dn: 1.804913 loss_bbox_aux_dn: 0.626537 loss_giou_aux_dn: 2.003987 loss: 14.769957 eta: 33 days, 19:24:10 batch_cost: 1.0959 data_cost: 0.0961 ips: 7.3001 images/s [07/27 08:13:35] ppdet.engine INFO: Epoch: [11] [23300/54024] learning_rate: 0.000100 loss_class: 0.666527 loss_bbox: 0.104130 loss_giou: 0.485941 loss_class_aux: 4.181059 loss_bbox_aux: 0.700752 loss_giou_aux: 3.067580 loss_class_dn: 0.334011 loss_bbox_dn: 0.103066 loss_giou_dn: 0.372093 loss_class_aux_dn: 1.809014 loss_bbox_aux_dn: 0.637461 loss_giou_aux_dn: 2.172267 loss: 14.862115 eta: 33 days, 19:20:05 batch_cost: 0.8045 data_cost: 0.0249 ips: 9.9442 images/s [07/27 08:15:05] ppdet.engine INFO: Epoch: [11] [23400/54024] learning_rate: 0.000100 loss_class: 0.677290 loss_bbox: 0.109220 loss_giou: 0.460572 loss_class_aux: 4.187697 loss_bbox_aux: 0.704023 loss_giou_aux: 2.900444 loss_class_dn: 0.334297 loss_bbox_dn: 0.101999 loss_giou_dn: 0.362099 loss_class_aux_dn: 1.818438 loss_bbox_aux_dn: 0.640609 loss_giou_aux_dn: 2.058388 loss: 14.700738 eta: 33 days, 19:17:27 batch_cost: 0.8540 data_cost: 0.0011 ips: 9.3680 images/s [07/27 08:16:32] ppdet.engine INFO: Epoch: [11] [23500/54024] learning_rate: 0.000100 loss_class: 0.692228 loss_bbox: 0.108241 loss_giou: 0.507663 loss_class_aux: 4.284000 loss_bbox_aux: 0.722837 loss_giou_aux: 3.169719 loss_class_dn: 0.357142 loss_bbox_dn: 0.104928 loss_giou_dn: 0.390806 loss_class_aux_dn: 1.929773 loss_bbox_aux_dn: 0.664231 loss_giou_aux_dn: 2.235019 loss: 15.429913 eta: 33 days, 19:13:49 batch_cost: 0.8192 data_cost: 0.0011 ips: 9.7653 images/s [07/27 08:18:06] ppdet.engine INFO: Epoch: [11] [23600/54024] learning_rate: 0.000100 loss_class: 0.664313 loss_bbox: 0.110295 loss_giou: 0.532359 loss_class_aux: 4.189077 loss_bbox_aux: 0.712951 loss_giou_aux: 3.326071 loss_class_dn: 0.353534 loss_bbox_dn: 0.097704 loss_giou_dn: 0.387882 loss_class_aux_dn: 1.915751 loss_bbox_aux_dn: 0.608502 loss_giou_aux_dn: 2.215656 loss: 15.209629 eta: 33 days, 19:12:28 batch_cost: 0.8973 data_cost: 0.0019 ips: 8.9159 images/s [07/27 08:19:31] ppdet.engine INFO: Epoch: [11] [23700/54024] learning_rate: 0.000100 loss_class: 0.716469 loss_bbox: 0.109215 loss_giou: 0.479363 loss_class_aux: 4.422406 loss_bbox_aux: 0.720847 loss_giou_aux: 3.053920 loss_class_dn: 0.360401 loss_bbox_dn: 0.102206 loss_giou_dn: 0.378138 loss_class_aux_dn: 1.923929 loss_bbox_aux_dn: 0.626533 loss_giou_aux_dn: 2.128549 loss: 15.130577 eta: 33 days, 19:08:22 batch_cost: 0.8037 data_cost: 0.0010 ips: 9.9542 images/s [07/27 08:20:59] ppdet.engine INFO: Epoch: [11] [23800/54024] learning_rate: 0.000100 loss_class: 0.706280 loss_bbox: 0.117768 loss_giou: 0.555301 loss_class_aux: 4.368931 loss_bbox_aux: 0.753277 loss_giou_aux: 3.444396 loss_class_dn: 0.365613 loss_bbox_dn: 0.103949 loss_giou_dn: 0.401467 loss_class_aux_dn: 1.980036 loss_bbox_aux_dn: 0.642374 loss_giou_aux_dn: 2.292306 loss: 16.266792 eta: 33 days, 19:05:20 batch_cost: 0.8401 data_cost: 0.0013 ips: 9.5231 images/s [07/27 08:22:24] ppdet.engine INFO: Epoch: [11] [23900/54024] learning_rate: 0.000100 loss_class: 0.680046 loss_bbox: 0.099612 loss_giou: 0.500245 loss_class_aux: 4.236298 loss_bbox_aux: 0.687994 loss_giou_aux: 3.120522 loss_class_dn: 0.346594 loss_bbox_dn: 0.096121 loss_giou_dn: 0.377182 loss_class_aux_dn: 1.857901 loss_bbox_aux_dn: 0.593382 loss_giou_aux_dn: 2.163858 loss: 14.523659 eta: 33 days, 19:01:15 batch_cost: 0.8040 data_cost: 0.0015 ips: 9.9507 images/s [07/27 08:23:56] ppdet.engine INFO: Epoch: [11] [24000/54024] learning_rate: 0.000100 loss_class: 0.701553 loss_bbox: 0.113716 loss_giou: 0.510830 loss_class_aux: 4.284892 loss_bbox_aux: 0.752153 loss_giou_aux: 3.188266 loss_class_dn: 0.341636 loss_bbox_dn: 0.104095 loss_giou_dn: 0.360282 loss_class_aux_dn: 1.837110 loss_bbox_aux_dn: 0.632957 loss_giou_aux_dn: 2.089155 loss: 15.125756 eta: 33 days, 18:59:02 batch_cost: 0.8676 data_cost: 0.0010 ips: 9.2206 images/s [07/27 08:25:19] ppdet.engine INFO: Epoch: [11] [24100/54024] learning_rate: 0.000100 loss_class: 0.708213 loss_bbox: 0.116788 loss_giou: 0.520430 loss_class_aux: 4.369401 loss_bbox_aux: 0.748676 loss_giou_aux: 3.175679 loss_class_dn: 0.355700 loss_bbox_dn: 0.097047 loss_giou_dn: 0.385886 loss_class_aux_dn: 1.942280 loss_bbox_aux_dn: 0.599129 loss_giou_aux_dn: 2.218678 loss: 15.386858 eta: 33 days, 18:54:26 batch_cost: 0.7856 data_cost: 0.0010 ips: 10.1829 images/s [07/27 08:26:55] ppdet.engine INFO: Epoch: [11] [24200/54024] learning_rate: 0.000100 loss_class: 0.690958 loss_bbox: 0.113321 loss_giou: 0.523221 loss_class_aux: 4.241001 loss_bbox_aux: 0.722457 loss_giou_aux: 3.288059 loss_class_dn: 0.348505 loss_bbox_dn: 0.098822 loss_giou_dn: 0.383596 loss_class_aux_dn: 1.861783 loss_bbox_aux_dn: 0.594862 loss_giou_aux_dn: 2.209782 loss: 15.207134 eta: 33 days, 18:53:42 batch_cost: 0.9183 data_cost: 0.0216 ips: 8.7122 images/s [07/27 08:28:21] ppdet.engine INFO: Epoch: [11] [24300/54024] learning_rate: 0.000100 loss_class: 0.727706 loss_bbox: 0.113292 loss_giou: 0.477468 loss_class_aux: 4.482861 loss_bbox_aux: 0.745001 loss_giou_aux: 3.044545 loss_class_dn: 0.346907 loss_bbox_dn: 0.093861 loss_giou_dn: 0.365450 loss_class_aux_dn: 1.904455 loss_bbox_aux_dn: 0.597626 loss_giou_aux_dn: 2.088486 loss: 15.507879 eta: 33 days, 18:49:39 batch_cost: 0.8048 data_cost: 0.0010 ips: 9.9403 images/s [07/27 08:29:55] ppdet.engine INFO: Epoch: [11] [24400/54024] learning_rate: 0.000100 loss_class: 0.678053 loss_bbox: 0.104176 loss_giou: 0.487361 loss_class_aux: 4.225618 loss_bbox_aux: 0.690710 loss_giou_aux: 3.030853 loss_class_dn: 0.343161 loss_bbox_dn: 0.098318 loss_giou_dn: 0.372043 loss_class_aux_dn: 1.841965 loss_bbox_aux_dn: 0.627421 loss_giou_aux_dn: 2.103973 loss: 14.621781 eta: 33 days, 18:48:18 batch_cost: 0.8970 data_cost: 0.0175 ips: 8.9183 images/s [07/27 08:31:21] ppdet.engine INFO: Epoch: [11] [24500/54024] learning_rate: 0.000100 loss_class: 0.707487 loss_bbox: 0.109980 loss_giou: 0.501106 loss_class_aux: 4.444109 loss_bbox_aux: 0.710606 loss_giou_aux: 3.107609 loss_class_dn: 0.337517 loss_bbox_dn: 0.100428 loss_giou_dn: 0.377193 loss_class_aux_dn: 1.857223 loss_bbox_aux_dn: 0.620345 loss_giou_aux_dn: 2.129730 loss: 15.089530 eta: 33 days, 18:44:24 batch_cost: 0.8100 data_cost: 0.0010 ips: 9.8761 images/s [07/27 08:32:52] ppdet.engine INFO: Epoch: [11] [24600/54024] learning_rate: 0.000100 loss_class: 0.700184 loss_bbox: 0.112280 loss_giou: 0.488716 loss_class_aux: 4.430678 loss_bbox_aux: 0.743482 loss_giou_aux: 3.051226 loss_class_dn: 0.342660 loss_bbox_dn: 0.101272 loss_giou_dn: 0.375289 loss_class_aux_dn: 1.826979 loss_bbox_aux_dn: 0.635470 loss_giou_aux_dn: 2.136535 loss: 15.365737 eta: 33 days, 18:42:17 batch_cost: 0.8705 data_cost: 0.0322 ips: 9.1902 images/s [07/27 08:34:16] ppdet.engine INFO: Epoch: [11] [24700/54024] learning_rate: 0.000100 loss_class: 0.708434 loss_bbox: 0.110518 loss_giou: 0.484820 loss_class_aux: 4.410895 loss_bbox_aux: 0.742824 loss_giou_aux: 3.064681 loss_class_dn: 0.362306 loss_bbox_dn: 0.098351 loss_giou_dn: 0.379624 loss_class_aux_dn: 1.930848 loss_bbox_aux_dn: 0.602338 loss_giou_aux_dn: 2.191134 loss: 15.616866 eta: 33 days, 18:37:36 batch_cost: 0.7830 data_cost: 0.0010 ips: 10.2167 images/s [07/27 08:35:44] ppdet.engine INFO: Epoch: [11] [24800/54024] learning_rate: 0.000100 loss_class: 0.709950 loss_bbox: 0.111275 loss_giou: 0.542845 loss_class_aux: 4.501044 loss_bbox_aux: 0.737262 loss_giou_aux: 3.362754 loss_class_dn: 0.363168 loss_bbox_dn: 0.102362 loss_giou_dn: 0.403446 loss_class_aux_dn: 1.958676 loss_bbox_aux_dn: 0.642491 loss_giou_aux_dn: 2.273915 loss: 15.585478 eta: 33 days, 18:34:35 batch_cost: 0.8398 data_cost: 0.0010 ips: 9.5260 images/s [07/27 08:37:11] ppdet.engine INFO: Epoch: [11] [24900/54024] learning_rate: 0.000100 loss_class: 0.742580 loss_bbox: 0.119768 loss_giou: 0.543744 loss_class_aux: 4.642701 loss_bbox_aux: 0.770661 loss_giou_aux: 3.371717 loss_class_dn: 0.374822 loss_bbox_dn: 0.101753 loss_giou_dn: 0.407217 loss_class_aux_dn: 2.027786 loss_bbox_aux_dn: 0.638214 loss_giou_aux_dn: 2.310290 loss: 16.163269 eta: 33 days, 18:31:01 batch_cost: 0.8208 data_cost: 0.0134 ips: 9.7468 images/s [07/27 08:38:46] ppdet.engine INFO: Epoch: [11] [25000/54024] learning_rate: 0.000100 loss_class: 0.707978 loss_bbox: 0.112192 loss_giou: 0.523317 loss_class_aux: 4.358689 loss_bbox_aux: 0.734014 loss_giou_aux: 3.279838 loss_class_dn: 0.357535 loss_bbox_dn: 0.098930 loss_giou_dn: 0.393753 loss_class_aux_dn: 1.892020 loss_bbox_aux_dn: 0.603251 loss_giou_aux_dn: 2.255599 loss: 15.470655 eta: 33 days, 18:29:48 batch_cost: 0.9013 data_cost: 0.0010 ips: 8.8761 images/s [07/27 08:40:06] ppdet.engine INFO: Epoch: [11] [25100/54024] learning_rate: 0.000100 loss_class: 0.722896 loss_bbox: 0.116907 loss_giou: 0.537614 loss_class_aux: 4.548315 loss_bbox_aux: 0.756787 loss_giou_aux: 3.382340 loss_class_dn: 0.364229 loss_bbox_dn: 0.097261 loss_giou_dn: 0.390385 loss_class_aux_dn: 1.960325 loss_bbox_aux_dn: 0.608984 loss_giou_aux_dn: 2.194733 loss: 15.957152 eta: 33 days, 18:24:21 batch_cost: 0.7559 data_cost: 0.0009 ips: 10.5835 images/s [07/27 08:41:27] ppdet.engine INFO: Epoch: [11] [25200/54024] learning_rate: 0.000100 loss_class: 0.699184 loss_bbox: 0.104880 loss_giou: 0.465964 loss_class_aux: 4.360511 loss_bbox_aux: 0.725786 loss_giou_aux: 2.924744 loss_class_dn: 0.329752 loss_bbox_dn: 0.101462 loss_giou_dn: 0.353902 loss_class_aux_dn: 1.808645 loss_bbox_aux_dn: 0.632894 loss_giou_aux_dn: 2.030525 loss: 14.434686 eta: 33 days, 18:19:25 batch_cost: 0.7738 data_cost: 0.0088 ips: 10.3388 images/s [07/27 08:42:50] ppdet.engine INFO: Epoch: [11] [25300/54024] learning_rate: 0.000100 loss_class: 0.663336 loss_bbox: 0.112297 loss_giou: 0.499471 loss_class_aux: 4.068214 loss_bbox_aux: 0.726867 loss_giou_aux: 3.167870 loss_class_dn: 0.338133 loss_bbox_dn: 0.099357 loss_giou_dn: 0.368280 loss_class_aux_dn: 1.818412 loss_bbox_aux_dn: 0.622285 loss_giou_aux_dn: 2.109011 loss: 14.660557 eta: 33 days, 18:14:37 batch_cost: 0.7782 data_cost: 0.0009 ips: 10.2797 images/s [07/27 08:44:12] ppdet.engine INFO: Epoch: [11] [25400/54024] learning_rate: 0.000100 loss_class: 0.673850 loss_bbox: 0.107229 loss_giou: 0.494324 loss_class_aux: 4.193393 loss_bbox_aux: 0.693938 loss_giou_aux: 3.104113 loss_class_dn: 0.346301 loss_bbox_dn: 0.095567 loss_giou_dn: 0.370645 loss_class_aux_dn: 1.881430 loss_bbox_aux_dn: 0.584015 loss_giou_aux_dn: 2.116802 loss: 15.263472 eta: 33 days, 18:09:59 batch_cost: 0.7837 data_cost: 0.0325 ips: 10.2074 images/s [07/27 08:45:47] ppdet.engine INFO: Epoch: [11] [25500/54024] learning_rate: 0.000100 loss_class: 0.657534 loss_bbox: 0.111813 loss_giou: 0.474481 loss_class_aux: 4.204275 loss_bbox_aux: 0.732226 loss_giou_aux: 2.936228 loss_class_dn: 0.336535 loss_bbox_dn: 0.101365 loss_giou_dn: 0.361337 loss_class_aux_dn: 1.834767 loss_bbox_aux_dn: 0.641148 loss_giou_aux_dn: 2.087237 loss: 15.092515 eta: 33 days, 18:08:40 batch_cost: 0.8975 data_cost: 0.0178 ips: 8.9132 images/s [07/27 08:47:17] ppdet.engine INFO: Epoch: [11] [25600/54024] learning_rate: 0.000100 loss_class: 0.699109 loss_bbox: 0.104384 loss_giou: 0.467518 loss_class_aux: 4.369840 loss_bbox_aux: 0.683184 loss_giou_aux: 2.927267 loss_class_dn: 0.340463 loss_bbox_dn: 0.104543 loss_giou_dn: 0.357511 loss_class_aux_dn: 1.832995 loss_bbox_aux_dn: 0.649179 loss_giou_aux_dn: 2.074744 loss: 14.758542 eta: 33 days, 18:06:09 batch_cost: 0.8567 data_cost: 0.0174 ips: 9.3381 images/s [07/27 08:48:41] ppdet.engine INFO: Epoch: [11] [25700/54024] learning_rate: 0.000100 loss_class: 0.677721 loss_bbox: 0.110537 loss_giou: 0.459764 loss_class_aux: 4.220576 loss_bbox_aux: 0.739135 loss_giou_aux: 2.869716 loss_class_dn: 0.328201 loss_bbox_dn: 0.101136 loss_giou_dn: 0.359658 loss_class_aux_dn: 1.794331 loss_bbox_aux_dn: 0.636083 loss_giou_aux_dn: 2.060922 loss: 14.541453 eta: 33 days, 18:01:47 batch_cost: 0.7926 data_cost: 0.0035 ips: 10.0928 images/s [07/27 08:50:29] ppdet.engine INFO: Epoch: [11] [25800/54024] learning_rate: 0.000100 loss_class: 0.706321 loss_bbox: 0.115277 loss_giou: 0.506067 loss_class_aux: 4.525934 loss_bbox_aux: 0.736757 loss_giou_aux: 3.160390 loss_class_dn: 0.369471 loss_bbox_dn: 0.103086 loss_giou_dn: 0.398579 loss_class_aux_dn: 1.966783 loss_bbox_aux_dn: 0.633978 loss_giou_aux_dn: 2.242054 loss: 15.603507 eta: 33 days, 18:04:16 batch_cost: 1.0287 data_cost: 0.1468 ips: 7.7769 images/s [07/27 08:51:53] ppdet.engine INFO: Epoch: [11] [25900/54024] learning_rate: 0.000100 loss_class: 0.662434 loss_bbox: 0.107372 loss_giou: 0.441758 loss_class_aux: 4.108494 loss_bbox_aux: 0.720462 loss_giou_aux: 2.837061 loss_class_dn: 0.314061 loss_bbox_dn: 0.097279 loss_giou_dn: 0.332387 loss_class_aux_dn: 1.715162 loss_bbox_aux_dn: 0.618786 loss_giou_aux_dn: 1.874439 loss: 13.821787 eta: 33 days, 18:00:04 batch_cost: 0.7984 data_cost: 0.0010 ips: 10.0194 images/s [07/27 08:53:25] ppdet.engine INFO: Epoch: [11] [26000/54024] learning_rate: 0.000100 loss_class: 0.668018 loss_bbox: 0.106550 loss_giou: 0.478700 loss_class_aux: 4.176544 loss_bbox_aux: 0.705054 loss_giou_aux: 2.994554 loss_class_dn: 0.335173 loss_bbox_dn: 0.101599 loss_giou_dn: 0.370428 loss_class_aux_dn: 1.803425 loss_bbox_aux_dn: 0.637545 loss_giou_aux_dn: 2.075430 loss: 14.635132 eta: 33 days, 17:57:57 batch_cost: 0.8698 data_cost: 0.0010 ips: 9.1972 images/s [07/27 08:54:52] ppdet.engine INFO: Epoch: [11] [26100/54024] learning_rate: 0.000100 loss_class: 0.689727 loss_bbox: 0.115618 loss_giou: 0.483734 loss_class_aux: 4.235749 loss_bbox_aux: 0.772816 loss_giou_aux: 3.124744 loss_class_dn: 0.342853 loss_bbox_dn: 0.107962 loss_giou_dn: 0.387549 loss_class_aux_dn: 1.851312 loss_bbox_aux_dn: 0.649977 loss_giou_aux_dn: 2.178728 loss: 15.170413 eta: 33 days, 17:54:38 batch_cost: 0.8288 data_cost: 0.0010 ips: 9.6531 images/s [07/27 08:56:24] ppdet.engine INFO: Epoch: [11] [26200/54024] learning_rate: 0.000100 loss_class: 0.691717 loss_bbox: 0.119982 loss_giou: 0.522535 loss_class_aux: 4.271396 loss_bbox_aux: 0.790146 loss_giou_aux: 3.260630 loss_class_dn: 0.364789 loss_bbox_dn: 0.097819 loss_giou_dn: 0.390695 loss_class_aux_dn: 1.938207 loss_bbox_aux_dn: 0.609043 loss_giou_aux_dn: 2.288055 loss: 15.500171 eta: 33 days, 17:52:39 batch_cost: 0.8745 data_cost: 0.0010 ips: 9.1481 images/s [07/27 08:57:59] ppdet.engine INFO: Epoch: [11] [26300/54024] learning_rate: 0.000100 loss_class: 0.695034 loss_bbox: 0.105757 loss_giou: 0.496222 loss_class_aux: 4.311933 loss_bbox_aux: 0.706988 loss_giou_aux: 3.103670 loss_class_dn: 0.337695 loss_bbox_dn: 0.096271 loss_giou_dn: 0.359466 loss_class_aux_dn: 1.833781 loss_bbox_aux_dn: 0.589997 loss_giou_aux_dn: 2.069751 loss: 14.752230 eta: 33 days, 17:51:25 batch_cost: 0.9007 data_cost: 0.0010 ips: 8.8816 images/s [07/27 08:59:34] ppdet.engine INFO: Epoch: [11] [26400/54024] learning_rate: 0.000100 loss_class: 0.650168 loss_bbox: 0.102994 loss_giou: 0.496754 loss_class_aux: 4.053254 loss_bbox_aux: 0.679732 loss_giou_aux: 3.114920 loss_class_dn: 0.337798 loss_bbox_dn: 0.097627 loss_giou_dn: 0.368095 loss_class_aux_dn: 1.807073 loss_bbox_aux_dn: 0.593279 loss_giou_aux_dn: 2.099665 loss: 14.739590 eta: 33 days, 17:50:16 batch_cost: 0.9033 data_cost: 0.0425 ips: 8.8563 images/s [07/27 09:01:13] ppdet.engine INFO: Epoch: [11] [26500/54024] learning_rate: 0.000100 loss_class: 0.677883 loss_bbox: 0.100620 loss_giou: 0.491161 loss_class_aux: 4.173363 loss_bbox_aux: 0.676703 loss_giou_aux: 3.038710 loss_class_dn: 0.341787 loss_bbox_dn: 0.096951 loss_giou_dn: 0.383583 loss_class_aux_dn: 1.884572 loss_bbox_aux_dn: 0.571759 loss_giou_aux_dn: 2.175308 loss: 15.150987 eta: 33 days, 17:49:55 batch_cost: 0.9315 data_cost: 0.0010 ips: 8.5884 images/s [07/27 09:02:39] ppdet.engine INFO: Epoch: [11] [26600/54024] learning_rate: 0.000100 loss_class: 0.709245 loss_bbox: 0.108997 loss_giou: 0.500361 loss_class_aux: 4.405008 loss_bbox_aux: 0.697777 loss_giou_aux: 3.097826 loss_class_dn: 0.341769 loss_bbox_dn: 0.092834 loss_giou_dn: 0.355168 loss_class_aux_dn: 1.838697 loss_bbox_aux_dn: 0.588264 loss_giou_aux_dn: 2.005946 loss: 14.899497 eta: 33 days, 17:46:21 batch_cost: 0.8194 data_cost: 0.0011 ips: 9.7630 images/s [07/27 09:04:05] ppdet.engine INFO: Epoch: [11] [26700/54024] learning_rate: 0.000100 loss_class: 0.648967 loss_bbox: 0.106359 loss_giou: 0.459177 loss_class_aux: 4.057972 loss_bbox_aux: 0.695455 loss_giou_aux: 2.839032 loss_class_dn: 0.330038 loss_bbox_dn: 0.092767 loss_giou_dn: 0.338774 loss_class_aux_dn: 1.754621 loss_bbox_aux_dn: 0.596438 loss_giou_aux_dn: 1.941744 loss: 14.028494 eta: 33 days, 17:42:26 batch_cost: 0.8078 data_cost: 0.0017 ips: 9.9034 images/s [07/27 09:05:35] ppdet.engine INFO: Epoch: [11] [26800/54024] learning_rate: 0.000100 loss_class: 0.687189 loss_bbox: 0.107210 loss_giou: 0.476055 loss_class_aux: 4.306705 loss_bbox_aux: 0.705571 loss_giou_aux: 2.991524 loss_class_dn: 0.346132 loss_bbox_dn: 0.104625 loss_giou_dn: 0.360925 loss_class_aux_dn: 1.869756 loss_bbox_aux_dn: 0.654034 loss_giou_aux_dn: 2.055143 loss: 15.164807 eta: 33 days, 17:39:53 batch_cost: 0.8550 data_cost: 0.0010 ips: 9.3568 images/s [07/27 09:07:05] ppdet.engine INFO: Epoch: [11] [26900/54024] learning_rate: 0.000100 loss_class: 0.699031 loss_bbox: 0.107028 loss_giou: 0.503250 loss_class_aux: 4.421488 loss_bbox_aux: 0.699115 loss_giou_aux: 3.237676 loss_class_dn: 0.347064 loss_bbox_dn: 0.102757 loss_giou_dn: 0.385935 loss_class_aux_dn: 1.871826 loss_bbox_aux_dn: 0.632135 loss_giou_aux_dn: 2.204423 loss: 15.377851 eta: 33 days, 17:37:14 batch_cost: 0.8513 data_cost: 0.0011 ips: 9.3977 images/s [07/27 09:08:34] ppdet.engine INFO: Epoch: [11] [27000/54024] learning_rate: 0.000100 loss_class: 0.658212 loss_bbox: 0.111053 loss_giou: 0.514430 loss_class_aux: 4.128750 loss_bbox_aux: 0.710118 loss_giou_aux: 3.207438 loss_class_dn: 0.347556 loss_bbox_dn: 0.091346 loss_giou_dn: 0.394923 loss_class_aux_dn: 1.873300 loss_bbox_aux_dn: 0.574819 loss_giou_aux_dn: 2.210203 loss: 15.595229 eta: 33 days, 17:34:21 batch_cost: 0.8429 data_cost: 0.0091 ips: 9.4905 images/s [07/27 09:10:08] ppdet.engine INFO: Epoch: [11] [27100/54024] learning_rate: 0.000100 loss_class: 0.709200 loss_bbox: 0.112010 loss_giou: 0.481573 loss_class_aux: 4.446266 loss_bbox_aux: 0.748420 loss_giou_aux: 3.055967 loss_class_dn: 0.347081 loss_bbox_dn: 0.106790 loss_giou_dn: 0.377285 loss_class_aux_dn: 1.860351 loss_bbox_aux_dn: 0.678554 loss_giou_aux_dn: 2.173455 loss: 15.247537 eta: 33 days, 17:33:05 batch_cost: 0.8993 data_cost: 0.0010 ips: 8.8959 images/s [07/27 09:11:30] ppdet.engine INFO: Epoch: [11] [27200/54024] learning_rate: 0.000100 loss_class: 0.666511 loss_bbox: 0.102804 loss_giou: 0.453416 loss_class_aux: 4.210223 loss_bbox_aux: 0.680878 loss_giou_aux: 2.815964 loss_class_dn: 0.329156 loss_bbox_dn: 0.093714 loss_giou_dn: 0.339329 loss_class_aux_dn: 1.783815 loss_bbox_aux_dn: 0.585902 loss_giou_aux_dn: 1.937839 loss: 13.823946 eta: 33 days, 17:28:08 batch_cost: 0.7715 data_cost: 0.0010 ips: 10.3691 images/s [07/27 09:12:58] ppdet.engine INFO: Epoch: [11] [27300/54024] learning_rate: 0.000100 loss_class: 0.711662 loss_bbox: 0.115642 loss_giou: 0.490706 loss_class_aux: 4.416549 loss_bbox_aux: 0.732241 loss_giou_aux: 3.082456 loss_class_dn: 0.353932 loss_bbox_dn: 0.104051 loss_giou_dn: 0.375024 loss_class_aux_dn: 1.911129 loss_bbox_aux_dn: 0.618651 loss_giou_aux_dn: 2.146505 loss: 15.457810 eta: 33 days, 17:25:00 batch_cost: 0.8346 data_cost: 0.0010 ips: 9.5849 images/s [07/27 09:14:22] ppdet.engine INFO: Epoch: [11] [27400/54024] learning_rate: 0.000100 loss_class: 0.703632 loss_bbox: 0.117605 loss_giou: 0.529576 loss_class_aux: 4.366037 loss_bbox_aux: 0.778360 loss_giou_aux: 3.321209 loss_class_dn: 0.352317 loss_bbox_dn: 0.103819 loss_giou_dn: 0.411726 loss_class_aux_dn: 1.918893 loss_bbox_aux_dn: 0.640130 loss_giou_aux_dn: 2.330657 loss: 15.714142 eta: 33 days, 17:20:47 batch_cost: 0.7966 data_cost: 0.0196 ips: 10.0433 images/s [07/27 09:15:50] ppdet.engine INFO: Epoch: [11] [27500/54024] learning_rate: 0.000100 loss_class: 0.673017 loss_bbox: 0.110589 loss_giou: 0.458236 loss_class_aux: 4.178028 loss_bbox_aux: 0.720084 loss_giou_aux: 2.818129 loss_class_dn: 0.323216 loss_bbox_dn: 0.096053 loss_giou_dn: 0.353524 loss_class_aux_dn: 1.785586 loss_bbox_aux_dn: 0.610741 loss_giou_aux_dn: 2.007884 loss: 14.509222 eta: 33 days, 17:17:38 batch_cost: 0.8334 data_cost: 0.0010 ips: 9.5988 images/s [07/27 09:17:20] ppdet.engine INFO: Epoch: [11] [27600/54024] learning_rate: 0.000100 loss_class: 0.689175 loss_bbox: 0.108975 loss_giou: 0.506978 loss_class_aux: 4.315871 loss_bbox_aux: 0.730259 loss_giou_aux: 3.187166 loss_class_dn: 0.353214 loss_bbox_dn: 0.102649 loss_giou_dn: 0.383913 loss_class_aux_dn: 1.884880 loss_bbox_aux_dn: 0.626968 loss_giou_aux_dn: 2.194828 loss: 15.346233 eta: 33 days, 17:15:16 batch_cost: 0.8609 data_cost: 0.0010 ips: 9.2928 images/s [07/27 09:18:51] ppdet.engine INFO: Epoch: [11] [27700/54024] learning_rate: 0.000100 loss_class: 0.672796 loss_bbox: 0.108287 loss_giou: 0.468356 loss_class_aux: 4.205737 loss_bbox_aux: 0.708433 loss_giou_aux: 2.919730 loss_class_dn: 0.324397 loss_bbox_dn: 0.104876 loss_giou_dn: 0.355445 loss_class_aux_dn: 1.757441 loss_bbox_aux_dn: 0.626614 loss_giou_aux_dn: 2.019918 loss: 14.280180 eta: 33 days, 17:12:45 batch_cost: 0.8558 data_cost: 0.0224 ips: 9.3480 images/s [07/27 09:20:22] ppdet.engine INFO: Epoch: [11] [27800/54024] learning_rate: 0.000100 loss_class: 0.674962 loss_bbox: 0.107700 loss_giou: 0.455133 loss_class_aux: 4.224476 loss_bbox_aux: 0.713607 loss_giou_aux: 2.885935 loss_class_dn: 0.335088 loss_bbox_dn: 0.098888 loss_giou_dn: 0.341071 loss_class_aux_dn: 1.816374 loss_bbox_aux_dn: 0.608098 loss_giou_aux_dn: 1.972026 loss: 14.007567 eta: 33 days, 17:10:30 batch_cost: 0.8645 data_cost: 0.0030 ips: 9.2538 images/s [07/27 09:22:05] ppdet.engine INFO: Epoch: [11] [27900/54024] learning_rate: 0.000100 loss_class: 0.696088 loss_bbox: 0.114393 loss_giou: 0.460397 loss_class_aux: 4.349417 loss_bbox_aux: 0.729898 loss_giou_aux: 2.918192 loss_class_dn: 0.352125 loss_bbox_dn: 0.101988 loss_giou_dn: 0.371528 loss_class_aux_dn: 1.896639 loss_bbox_aux_dn: 0.627912 loss_giou_aux_dn: 2.110929 loss: 15.311871 eta: 33 days, 17:11:37 batch_cost: 0.9825 data_cost: 0.0540 ips: 8.1425 images/s [07/27 09:23:41] ppdet.engine INFO: Epoch: [11] [28000/54024] learning_rate: 0.000100 loss_class: 0.678183 loss_bbox: 0.110410 loss_giou: 0.520923 loss_class_aux: 4.245698 loss_bbox_aux: 0.695578 loss_giou_aux: 3.246516 loss_class_dn: 0.342656 loss_bbox_dn: 0.093671 loss_giou_dn: 0.388291 loss_class_aux_dn: 1.835857 loss_bbox_aux_dn: 0.593706 loss_giou_aux_dn: 2.194765 loss: 15.402294 eta: 33 days, 17:10:43 batch_cost: 0.9119 data_cost: 0.0599 ips: 8.7732 images/s [07/27 09:25:02] ppdet.engine INFO: Epoch: [11] [28100/54024] learning_rate: 0.000100 loss_class: 0.705651 loss_bbox: 0.105192 loss_giou: 0.476029 loss_class_aux: 4.416454 loss_bbox_aux: 0.700522 loss_giou_aux: 2.969965 loss_class_dn: 0.347828 loss_bbox_dn: 0.097000 loss_giou_dn: 0.359152 loss_class_aux_dn: 1.876163 loss_bbox_aux_dn: 0.575092 loss_giou_aux_dn: 2.060363 loss: 14.561150 eta: 33 days, 17:05:40 batch_cost: 0.7671 data_cost: 0.0010 ips: 10.4284 images/s [07/27 09:26:32] ppdet.engine INFO: Epoch: [11] [28200/54024] learning_rate: 0.000100 loss_class: 0.723014 loss_bbox: 0.111433 loss_giou: 0.515712 loss_class_aux: 4.500213 loss_bbox_aux: 0.731403 loss_giou_aux: 3.208149 loss_class_dn: 0.350134 loss_bbox_dn: 0.105387 loss_giou_dn: 0.395376 loss_class_aux_dn: 1.907731 loss_bbox_aux_dn: 0.619008 loss_giou_aux_dn: 2.223373 loss: 15.705612 eta: 33 days, 17:03:07 batch_cost: 0.8543 data_cost: 0.0339 ips: 9.3640 images/s [07/27 09:28:07] ppdet.engine INFO: Epoch: [11] [28300/54024] learning_rate: 0.000100 loss_class: 0.692197 loss_bbox: 0.114757 loss_giou: 0.493194 loss_class_aux: 4.323252 loss_bbox_aux: 0.760252 loss_giou_aux: 3.107110 loss_class_dn: 0.354070 loss_bbox_dn: 0.103188 loss_giou_dn: 0.372374 loss_class_aux_dn: 1.934151 loss_bbox_aux_dn: 0.643917 loss_giou_aux_dn: 2.105725 loss: 15.303771 eta: 33 days, 17:02:06 batch_cost: 0.9076 data_cost: 0.0010 ips: 8.8145 images/s [07/27 09:29:44] ppdet.engine INFO: Epoch: [11] [28400/54024] learning_rate: 0.000100 loss_class: 0.689029 loss_bbox: 0.112282 loss_giou: 0.510246 loss_class_aux: 4.267575 loss_bbox_aux: 0.713850 loss_giou_aux: 3.183774 loss_class_dn: 0.344242 loss_bbox_dn: 0.099325 loss_giou_dn: 0.383033 loss_class_aux_dn: 1.836706 loss_bbox_aux_dn: 0.606073 loss_giou_aux_dn: 2.185679 loss: 15.273003 eta: 33 days, 17:01:32 batch_cost: 0.9238 data_cost: 0.0011 ips: 8.6602 images/s [07/27 09:31:11] ppdet.engine INFO: Epoch: [11] [28500/54024] learning_rate: 0.000100 loss_class: 0.722809 loss_bbox: 0.114447 loss_giou: 0.520837 loss_class_aux: 4.454067 loss_bbox_aux: 0.778980 loss_giou_aux: 3.308250 loss_class_dn: 0.357345 loss_bbox_dn: 0.105350 loss_giou_dn: 0.386065 loss_class_aux_dn: 1.914225 loss_bbox_aux_dn: 0.639982 loss_giou_aux_dn: 2.234168 loss: 15.242645 eta: 33 days, 16:58:11 batch_cost: 0.8262 data_cost: 0.0011 ips: 9.6823 images/s [07/27 09:32:34] ppdet.engine INFO: Epoch: [11] [28600/54024] learning_rate: 0.000100 loss_class: 0.668323 loss_bbox: 0.103940 loss_giou: 0.473183 loss_class_aux: 4.039046 loss_bbox_aux: 0.698642 loss_giou_aux: 2.956813 loss_class_dn: 0.319653 loss_bbox_dn: 0.100969 loss_giou_dn: 0.353371 loss_class_aux_dn: 1.728346 loss_bbox_aux_dn: 0.630076 loss_giou_aux_dn: 1.996385 loss: 14.305066 eta: 33 days, 16:53:43 batch_cost: 0.7868 data_cost: 0.0010 ips: 10.1678 images/s [07/27 09:33:57] ppdet.engine INFO: Epoch: [11] [28700/54024] learning_rate: 0.000100 loss_class: 0.695695 loss_bbox: 0.109170 loss_giou: 0.493763 loss_class_aux: 4.330789 loss_bbox_aux: 0.697558 loss_giou_aux: 3.042133 loss_class_dn: 0.347609 loss_bbox_dn: 0.101988 loss_giou_dn: 0.379019 loss_class_aux_dn: 1.882736 loss_bbox_aux_dn: 0.645733 loss_giou_aux_dn: 2.150678 loss: 15.292454 eta: 33 days, 16:48:48 batch_cost: 0.7714 data_cost: 0.0011 ips: 10.3706 images/s [07/27 09:35:30] ppdet.engine INFO: Epoch: [11] [28800/54024] learning_rate: 0.000100 loss_class: 0.671672 loss_bbox: 0.101929 loss_giou: 0.465448 loss_class_aux: 4.232759 loss_bbox_aux: 0.674270 loss_giou_aux: 2.944290 loss_class_dn: 0.336436 loss_bbox_dn: 0.098853 loss_giou_dn: 0.361280 loss_class_aux_dn: 1.830122 loss_bbox_aux_dn: 0.622861 loss_giou_aux_dn: 2.083676 loss: 14.642334 eta: 33 days, 16:47:10 batch_cost: 0.8861 data_cost: 0.0032 ips: 9.0282 images/s [07/27 09:36:59] ppdet.engine INFO: Epoch: [11] [28900/54024] learning_rate: 0.000100 loss_class: 0.686398 loss_bbox: 0.105518 loss_giou: 0.497226 loss_class_aux: 4.274006 loss_bbox_aux: 0.705412 loss_giou_aux: 3.074194 loss_class_dn: 0.338564 loss_bbox_dn: 0.105384 loss_giou_dn: 0.374271 loss_class_aux_dn: 1.845735 loss_bbox_aux_dn: 0.641619 loss_giou_aux_dn: 2.148143 loss: 15.249132 eta: 33 days, 16:44:15 batch_cost: 0.8409 data_cost: 0.0601 ips: 9.5131 images/s [07/27 09:38:26] ppdet.engine INFO: Epoch: [11] [29000/54024] learning_rate: 0.000100 loss_class: 0.676949 loss_bbox: 0.110214 loss_giou: 0.500917 loss_class_aux: 4.260512 loss_bbox_aux: 0.749201 loss_giou_aux: 3.183476 loss_class_dn: 0.341776 loss_bbox_dn: 0.107289 loss_giou_dn: 0.371722 loss_class_aux_dn: 1.824866 loss_bbox_aux_dn: 0.650796 loss_giou_aux_dn: 2.132621 loss: 15.012852 eta: 33 days, 16:40:45 batch_cost: 0.8204 data_cost: 0.0169 ips: 9.7508 images/s [07/27 09:40:00] ppdet.engine INFO: Epoch: [11] [29100/54024] learning_rate: 0.000100 loss_class: 0.689149 loss_bbox: 0.110785 loss_giou: 0.497131 loss_class_aux: 4.319855 loss_bbox_aux: 0.724673 loss_giou_aux: 3.100940 loss_class_dn: 0.359369 loss_bbox_dn: 0.099556 loss_giou_dn: 0.385778 loss_class_aux_dn: 1.923616 loss_bbox_aux_dn: 0.609878 loss_giou_aux_dn: 2.257833 loss: 15.646858 eta: 33 days, 16:39:20 batch_cost: 0.8937 data_cost: 0.0881 ips: 8.9518 images/s [07/27 09:41:28] ppdet.engine INFO: Epoch: [11] [29200/54024] learning_rate: 0.000100 loss_class: 0.683596 loss_bbox: 0.109692 loss_giou: 0.507219 loss_class_aux: 4.322631 loss_bbox_aux: 0.705494 loss_giou_aux: 3.159362 loss_class_dn: 0.342641 loss_bbox_dn: 0.093378 loss_giou_dn: 0.366502 loss_class_aux_dn: 1.830656 loss_bbox_aux_dn: 0.591157 loss_giou_aux_dn: 2.107374 loss: 15.175320 eta: 33 days, 16:36:13 batch_cost: 0.8342 data_cost: 0.0010 ips: 9.5898 images/s [07/27 09:42:55] ppdet.engine INFO: Epoch: [11] [29300/54024] learning_rate: 0.000100 loss_class: 0.697065 loss_bbox: 0.110281 loss_giou: 0.485969 loss_class_aux: 4.299616 loss_bbox_aux: 0.727691 loss_giou_aux: 3.018829 loss_class_dn: 0.336999 loss_bbox_dn: 0.093034 loss_giou_dn: 0.364805 loss_class_aux_dn: 1.837383 loss_bbox_aux_dn: 0.576414 loss_giou_aux_dn: 2.048684 loss: 14.769021 eta: 33 days, 16:32:59 batch_cost: 0.8296 data_cost: 0.0010 ips: 9.6432 images/s [07/27 09:44:33] ppdet.engine INFO: Epoch: [11] [29400/54024] learning_rate: 0.000100 loss_class: 0.656298 loss_bbox: 0.104940 loss_giou: 0.502322 loss_class_aux: 4.175855 loss_bbox_aux: 0.672712 loss_giou_aux: 3.105042 loss_class_dn: 0.334308 loss_bbox_dn: 0.097881 loss_giou_dn: 0.358042 loss_class_aux_dn: 1.789649 loss_bbox_aux_dn: 0.607404 loss_giou_aux_dn: 2.028871 loss: 14.337022 eta: 33 days, 16:32:36 batch_cost: 0.9301 data_cost: 0.0292 ips: 8.6014 images/s [07/27 09:46:09] ppdet.engine INFO: Epoch: [11] [29500/54024] learning_rate: 0.000100 loss_class: 0.682865 loss_bbox: 0.107746 loss_giou: 0.533782 loss_class_aux: 4.207487 loss_bbox_aux: 0.729047 loss_giou_aux: 3.300782 loss_class_dn: 0.350944 loss_bbox_dn: 0.095784 loss_giou_dn: 0.372800 loss_class_aux_dn: 1.881722 loss_bbox_aux_dn: 0.591409 loss_giou_aux_dn: 2.127355 loss: 15.181974 eta: 33 days, 16:31:40 batch_cost: 0.9105 data_cost: 0.0010 ips: 8.7860 images/s [07/27 09:47:38] ppdet.engine INFO: Epoch: [11] [29600/54024] learning_rate: 0.000100 loss_class: 0.659988 loss_bbox: 0.103319 loss_giou: 0.510731 loss_class_aux: 4.046963 loss_bbox_aux: 0.691056 loss_giou_aux: 3.142008 loss_class_dn: 0.323016 loss_bbox_dn: 0.097927 loss_giou_dn: 0.367749 loss_class_aux_dn: 1.777024 loss_bbox_aux_dn: 0.609903 loss_giou_aux_dn: 2.081522 loss: 14.764539 eta: 33 days, 16:28:55 batch_cost: 0.8468 data_cost: 0.0324 ips: 9.4479 images/s [07/27 09:49:04] ppdet.engine INFO: Epoch: [11] [29700/54024] learning_rate: 0.000100 loss_class: 0.705229 loss_bbox: 0.109406 loss_giou: 0.485993 loss_class_aux: 4.384046 loss_bbox_aux: 0.712581 loss_giou_aux: 3.023784 loss_class_dn: 0.343916 loss_bbox_dn: 0.102523 loss_giou_dn: 0.389565 loss_class_aux_dn: 1.864350 loss_bbox_aux_dn: 0.628828 loss_giou_aux_dn: 2.178353 loss: 15.095227 eta: 33 days, 16:25:05 batch_cost: 0.8086 data_cost: 0.0010 ips: 9.8931 images/s [07/27 09:50:31] ppdet.engine INFO: Epoch: [11] [29800/54024] learning_rate: 0.000100 loss_class: 0.710013 loss_bbox: 0.111992 loss_giou: 0.536694 loss_class_aux: 4.433676 loss_bbox_aux: 0.709390 loss_giou_aux: 3.310657 loss_class_dn: 0.344049 loss_bbox_dn: 0.101943 loss_giou_dn: 0.391641 loss_class_aux_dn: 1.872501 loss_bbox_aux_dn: 0.634100 loss_giou_aux_dn: 2.249445 loss: 15.632965 eta: 33 days, 16:21:42 batch_cost: 0.8243 data_cost: 0.0399 ips: 9.7055 images/s [07/27 09:51:58] ppdet.engine INFO: Epoch: [11] [29900/54024] learning_rate: 0.000100 loss_class: 0.704837 loss_bbox: 0.115595 loss_giou: 0.515553 loss_class_aux: 4.398531 loss_bbox_aux: 0.751055 loss_giou_aux: 3.224305 loss_class_dn: 0.358595 loss_bbox_dn: 0.104979 loss_giou_dn: 0.388682 loss_class_aux_dn: 1.935454 loss_bbox_aux_dn: 0.654741 loss_giou_aux_dn: 2.183514 loss: 15.393693 eta: 33 days, 16:18:25 batch_cost: 0.8276 data_cost: 0.0461 ips: 9.6660 images/s [07/27 09:53:24] ppdet.engine INFO: Epoch: [11] [30000/54024] learning_rate: 0.000100 loss_class: 0.673356 loss_bbox: 0.105648 loss_giou: 0.450873 loss_class_aux: 4.121663 loss_bbox_aux: 0.676938 loss_giou_aux: 2.842020 loss_class_dn: 0.340426 loss_bbox_dn: 0.095298 loss_giou_dn: 0.348274 loss_class_aux_dn: 1.813165 loss_bbox_aux_dn: 0.579517 loss_giou_aux_dn: 1.992885 loss: 14.210515 eta: 33 days, 16:14:43 batch_cost: 0.8126 data_cost: 0.0009 ips: 9.8447 images/s [07/27 09:54:56] ppdet.engine INFO: Epoch: [11] [30100/54024] learning_rate: 0.000100 loss_class: 0.704691 loss_bbox: 0.117638 loss_giou: 0.468219 loss_class_aux: 4.323382 loss_bbox_aux: 0.757821 loss_giou_aux: 2.973350 loss_class_dn: 0.345552 loss_bbox_dn: 0.104761 loss_giou_dn: 0.356437 loss_class_aux_dn: 1.898677 loss_bbox_aux_dn: 0.666089 loss_giou_aux_dn: 2.080057 loss: 14.622190 eta: 33 days, 16:13:03 batch_cost: 0.8849 data_cost: 0.0010 ips: 9.0409 images/s [07/27 09:56:28] ppdet.engine INFO: Epoch: [11] [30200/54024] learning_rate: 0.000100 loss_class: 0.673811 loss_bbox: 0.116081 loss_giou: 0.507672 loss_class_aux: 4.198562 loss_bbox_aux: 0.748263 loss_giou_aux: 3.184142 loss_class_dn: 0.343568 loss_bbox_dn: 0.096779 loss_giou_dn: 0.376169 loss_class_aux_dn: 1.870915 loss_bbox_aux_dn: 0.619604 loss_giou_aux_dn: 2.172258 loss: 15.147644 eta: 33 days, 16:10:42 batch_cost: 0.8601 data_cost: 0.0171 ips: 9.3011 images/s [07/27 09:57:53] ppdet.engine INFO: Epoch: [11] [30300/54024] learning_rate: 0.000100 loss_class: 0.701695 loss_bbox: 0.108760 loss_giou: 0.474654 loss_class_aux: 4.254297 loss_bbox_aux: 0.715302 loss_giou_aux: 2.953274 loss_class_dn: 0.332515 loss_bbox_dn: 0.099267 loss_giou_dn: 0.364953 loss_class_aux_dn: 1.824848 loss_bbox_aux_dn: 0.614308 loss_giou_aux_dn: 2.102416 loss: 14.859538 eta: 33 days, 16:06:42 batch_cost: 0.8022 data_cost: 0.0010 ips: 9.9723 images/s [07/27 09:59:21] ppdet.engine INFO: Epoch: [11] [30400/54024] learning_rate: 0.000100 loss_class: 0.693448 loss_bbox: 0.110813 loss_giou: 0.488567 loss_class_aux: 4.323267 loss_bbox_aux: 0.707985 loss_giou_aux: 3.109152 loss_class_dn: 0.345738 loss_bbox_dn: 0.102846 loss_giou_dn: 0.383942 loss_class_aux_dn: 1.872261 loss_bbox_aux_dn: 0.625676 loss_giou_aux_dn: 2.186934 loss: 15.263705 eta: 33 days, 16:03:32 batch_cost: 0.8317 data_cost: 0.0010 ips: 9.6188 images/s [07/27 10:00:50] ppdet.engine INFO: Epoch: [11] [30500/54024] learning_rate: 0.000100 loss_class: 0.702788 loss_bbox: 0.115101 loss_giou: 0.539825 loss_class_aux: 4.280509 loss_bbox_aux: 0.744225 loss_giou_aux: 3.327774 loss_class_dn: 0.359944 loss_bbox_dn: 0.104091 loss_giou_dn: 0.406206 loss_class_aux_dn: 1.932077 loss_bbox_aux_dn: 0.624368 loss_giou_aux_dn: 2.255242 loss: 15.548932 eta: 33 days, 16:00:51 batch_cost: 0.8485 data_cost: 0.0011 ips: 9.4285 images/s [07/27 10:02:33] ppdet.engine INFO: Epoch: [11] [30600/54024] learning_rate: 0.000100 loss_class: 0.685139 loss_bbox: 0.107790 loss_giou: 0.481724 loss_class_aux: 4.261181 loss_bbox_aux: 0.698372 loss_giou_aux: 3.061295 loss_class_dn: 0.340017 loss_bbox_dn: 0.092196 loss_giou_dn: 0.375559 loss_class_aux_dn: 1.834089 loss_bbox_aux_dn: 0.582527 loss_giou_aux_dn: 2.128080 loss: 14.740673 eta: 33 days, 16:01:57 batch_cost: 0.9824 data_cost: 0.0010 ips: 8.1431 images/s [07/27 10:04:10] ppdet.engine INFO: Epoch: [11] [30700/54024] learning_rate: 0.000100 loss_class: 0.714027 loss_bbox: 0.107714 loss_giou: 0.524591 loss_class_aux: 4.384520 loss_bbox_aux: 0.687494 loss_giou_aux: 3.299850 loss_class_dn: 0.355517 loss_bbox_dn: 0.095259 loss_giou_dn: 0.387472 loss_class_aux_dn: 1.930585 loss_bbox_aux_dn: 0.602672 loss_giou_aux_dn: 2.212211 loss: 15.694961 eta: 33 days, 16:01:07 batch_cost: 0.9141 data_cost: 0.0114 ips: 8.7515 images/s [07/27 10:05:39] ppdet.engine INFO: Epoch: [11] [30800/54024] learning_rate: 0.000100 loss_class: 0.725293 loss_bbox: 0.107333 loss_giou: 0.496751 loss_class_aux: 4.508675 loss_bbox_aux: 0.713935 loss_giou_aux: 3.084006 loss_class_dn: 0.343956 loss_bbox_dn: 0.106197 loss_giou_dn: 0.363607 loss_class_aux_dn: 1.873430 loss_bbox_aux_dn: 0.626013 loss_giou_aux_dn: 2.115936 loss: 15.065232 eta: 33 days, 15:58:18 batch_cost: 0.8435 data_cost: 0.0010 ips: 9.4843 images/s [07/27 10:07:11] ppdet.engine INFO: Epoch: [11] [30900/54024] learning_rate: 0.000100 loss_class: 0.705246 loss_bbox: 0.108447 loss_giou: 0.473411 loss_class_aux: 4.314807 loss_bbox_aux: 0.721722 loss_giou_aux: 2.966758 loss_class_dn: 0.338229 loss_bbox_dn: 0.099915 loss_giou_dn: 0.362028 loss_class_aux_dn: 1.834485 loss_bbox_aux_dn: 0.615313 loss_giou_aux_dn: 2.086069 loss: 15.107750 eta: 33 days, 15:56:21 batch_cost: 0.8748 data_cost: 0.0708 ips: 9.1449 images/s [07/27 10:08:40] ppdet.engine INFO: Epoch: [11] [31000/54024] learning_rate: 0.000100 loss_class: 0.654970 loss_bbox: 0.107514 loss_giou: 0.496642 loss_class_aux: 4.094592 loss_bbox_aux: 0.688828 loss_giou_aux: 3.135523 loss_class_dn: 0.343502 loss_bbox_dn: 0.096287 loss_giou_dn: 0.376134 loss_class_aux_dn: 1.843841 loss_bbox_aux_dn: 0.608176 loss_giou_aux_dn: 2.149195 loss: 14.857035 eta: 33 days, 15:53:37 batch_cost: 0.8466 data_cost: 0.0012 ips: 9.4497 images/s [07/27 10:10:07] ppdet.engine INFO: Epoch: [11] [31100/54024] learning_rate: 0.000100 loss_class: 0.667049 loss_bbox: 0.109370 loss_giou: 0.510634 loss_class_aux: 4.148406 loss_bbox_aux: 0.702307 loss_giou_aux: 3.147166 loss_class_dn: 0.344094 loss_bbox_dn: 0.097295 loss_giou_dn: 0.391403 loss_class_aux_dn: 1.862631 loss_bbox_aux_dn: 0.604262 loss_giou_aux_dn: 2.227810 loss: 15.093972 eta: 33 days, 15:50:03 batch_cost: 0.8169 data_cost: 0.0012 ips: 9.7934 images/s [07/27 10:11:34] ppdet.engine INFO: Epoch: [11] [31200/54024] learning_rate: 0.000100 loss_class: 0.748895 loss_bbox: 0.114069 loss_giou: 0.523542 loss_class_aux: 4.669562 loss_bbox_aux: 0.751991 loss_giou_aux: 3.251673 loss_class_dn: 0.369313 loss_bbox_dn: 0.101278 loss_giou_dn: 0.391522 loss_class_aux_dn: 2.006611 loss_bbox_aux_dn: 0.614540 loss_giou_aux_dn: 2.246199 loss: 15.773802 eta: 33 days, 15:46:50 batch_cost: 0.8296 data_cost: 0.0010 ips: 9.6428 images/s [07/27 10:13:02] ppdet.engine INFO: Epoch: [11] [31300/54024] learning_rate: 0.000100 loss_class: 0.717022 loss_bbox: 0.107440 loss_giou: 0.433970 loss_class_aux: 4.429616 loss_bbox_aux: 0.701704 loss_giou_aux: 2.698545 loss_class_dn: 0.348821 loss_bbox_dn: 0.102551 loss_giou_dn: 0.337409 loss_class_aux_dn: 1.911913 loss_bbox_aux_dn: 0.649665 loss_giou_aux_dn: 1.962269 loss: 14.964081 eta: 33 days, 15:43:28 batch_cost: 0.8241 data_cost: 0.0076 ips: 9.7073 images/s [07/27 10:14:28] ppdet.engine INFO: Epoch: [11] [31400/54024] learning_rate: 0.000100 loss_class: 0.675812 loss_bbox: 0.107299 loss_giou: 0.476371 loss_class_aux: 4.198008 loss_bbox_aux: 0.682935 loss_giou_aux: 2.960661 loss_class_dn: 0.344710 loss_bbox_dn: 0.096004 loss_giou_dn: 0.365733 loss_class_aux_dn: 1.879192 loss_bbox_aux_dn: 0.576596 loss_giou_aux_dn: 2.122325 loss: 14.614326 eta: 33 days, 15:40:05 batch_cost: 0.8230 data_cost: 0.0358 ips: 9.7200 images/s [07/27 10:15:59] ppdet.engine INFO: Epoch: [11] [31500/54024] learning_rate: 0.000100 loss_class: 0.692190 loss_bbox: 0.109408 loss_giou: 0.475368 loss_class_aux: 4.369342 loss_bbox_aux: 0.736297 loss_giou_aux: 2.995054 loss_class_dn: 0.361057 loss_bbox_dn: 0.101283 loss_giou_dn: 0.378108 loss_class_aux_dn: 1.939394 loss_bbox_aux_dn: 0.608007 loss_giou_aux_dn: 2.184383 loss: 15.708603 eta: 33 days, 15:37:46 batch_cost: 0.8615 data_cost: 0.0011 ips: 9.2866 images/s [07/27 10:17:27] ppdet.engine INFO: Epoch: [11] [31600/54024] learning_rate: 0.000100 loss_class: 0.708433 loss_bbox: 0.112461 loss_giou: 0.522777 loss_class_aux: 4.358917 loss_bbox_aux: 0.749686 loss_giou_aux: 3.232984 loss_class_dn: 0.352574 loss_bbox_dn: 0.098269 loss_giou_dn: 0.379572 loss_class_aux_dn: 1.894137 loss_bbox_aux_dn: 0.624780 loss_giou_aux_dn: 2.144307 loss: 15.377234 eta: 33 days, 15:34:35 batch_cost: 0.8298 data_cost: 0.0177 ips: 9.6408 images/s [07/27 10:19:00] ppdet.engine INFO: Epoch: [11] [31700/54024] learning_rate: 0.000100 loss_class: 0.687219 loss_bbox: 0.115564 loss_giou: 0.516011 loss_class_aux: 4.264917 loss_bbox_aux: 0.737233 loss_giou_aux: 3.245733 loss_class_dn: 0.344269 loss_bbox_dn: 0.101482 loss_giou_dn: 0.369942 loss_class_aux_dn: 1.861347 loss_bbox_aux_dn: 0.628287 loss_giou_aux_dn: 2.101214 loss: 15.038750 eta: 33 days, 15:33:04 batch_cost: 0.8897 data_cost: 0.0010 ips: 8.9914 images/s [07/27 10:20:29] ppdet.engine INFO: Epoch: [11] [31800/54024] learning_rate: 0.000100 loss_class: 0.686619 loss_bbox: 0.111466 loss_giou: 0.492838 loss_class_aux: 4.252912 loss_bbox_aux: 0.708689 loss_giou_aux: 3.043769 loss_class_dn: 0.354971 loss_bbox_dn: 0.097901 loss_giou_dn: 0.384241 loss_class_aux_dn: 1.918730 loss_bbox_aux_dn: 0.613703 loss_giou_aux_dn: 2.225906 loss: 16.019606 eta: 33 days, 15:30:05 batch_cost: 0.8375 data_cost: 0.0011 ips: 9.5520 images/s [07/27 10:22:06] ppdet.engine INFO: Epoch: [11] [31900/54024] learning_rate: 0.000100 loss_class: 0.710283 loss_bbox: 0.109362 loss_giou: 0.475390 loss_class_aux: 4.443065 loss_bbox_aux: 0.699332 loss_giou_aux: 2.990521 loss_class_dn: 0.343560 loss_bbox_dn: 0.100951 loss_giou_dn: 0.361416 loss_class_aux_dn: 1.839036 loss_bbox_aux_dn: 0.638975 loss_giou_aux_dn: 2.079210 loss: 14.689491 eta: 33 days, 15:29:46 batch_cost: 0.9323 data_cost: 0.0011 ips: 8.5812 images/s [07/27 10:23:31] ppdet.engine INFO: Epoch: [11] [32000/54024] learning_rate: 0.000100 loss_class: 0.681418 loss_bbox: 0.106460 loss_giou: 0.459453 loss_class_aux: 4.208405 loss_bbox_aux: 0.698375 loss_giou_aux: 2.862122 loss_class_dn: 0.345297 loss_bbox_dn: 0.093446 loss_giou_dn: 0.362227 loss_class_aux_dn: 1.845134 loss_bbox_aux_dn: 0.591847 loss_giou_aux_dn: 2.122717 loss: 15.191088 eta: 33 days, 15:25:46 batch_cost: 0.8012 data_cost: 0.0010 ips: 9.9846 images/s [07/27 10:25:01] ppdet.engine INFO: Epoch: [11] [32100/54024] learning_rate: 0.000100 loss_class: 0.722601 loss_bbox: 0.111878 loss_giou: 0.465313 loss_class_aux: 4.434434 loss_bbox_aux: 0.737905 loss_giou_aux: 2.913930 loss_class_dn: 0.347533 loss_bbox_dn: 0.103297 loss_giou_dn: 0.368642 loss_class_aux_dn: 1.873416 loss_bbox_aux_dn: 0.634356 loss_giou_aux_dn: 2.166056 loss: 15.149062 eta: 33 days, 15:23:29 batch_cost: 0.8616 data_cost: 0.0010 ips: 9.2847 images/s [07/27 10:26:31] ppdet.engine INFO: Epoch: [11] [32200/54024] learning_rate: 0.000100 loss_class: 0.691257 loss_bbox: 0.109808 loss_giou: 0.480319 loss_class_aux: 4.304083 loss_bbox_aux: 0.736184 loss_giou_aux: 2.973448 loss_class_dn: 0.344277 loss_bbox_dn: 0.102381 loss_giou_dn: 0.347277 loss_class_aux_dn: 1.851482 loss_bbox_aux_dn: 0.618046 loss_giou_aux_dn: 1.991644 loss: 14.568702 eta: 33 days, 15:20:53 batch_cost: 0.8510 data_cost: 0.0283 ips: 9.4002 images/s [07/27 10:28:24] ppdet.engine INFO: Epoch: [11] [32300/54024] learning_rate: 0.000100 loss_class: 0.681664 loss_bbox: 0.112761 loss_giou: 0.531833 loss_class_aux: 4.300287 loss_bbox_aux: 0.734674 loss_giou_aux: 3.330053 loss_class_dn: 0.353737 loss_bbox_dn: 0.102086 loss_giou_dn: 0.398113 loss_class_aux_dn: 1.885542 loss_bbox_aux_dn: 0.615797 loss_giou_aux_dn: 2.260971 loss: 15.588965 eta: 33 days, 15:24:48 batch_cost: 1.0840 data_cost: 0.2049 ips: 7.3799 images/s [07/27 10:29:50] ppdet.engine INFO: Epoch: [11] [32400/54024] learning_rate: 0.000100 loss_class: 0.707215 loss_bbox: 0.108738 loss_giou: 0.472670 loss_class_aux: 4.490341 loss_bbox_aux: 0.681594 loss_giou_aux: 2.901399 loss_class_dn: 0.347529 loss_bbox_dn: 0.092193 loss_giou_dn: 0.366567 loss_class_aux_dn: 1.910325 loss_bbox_aux_dn: 0.550265 loss_giou_aux_dn: 2.085822 loss: 15.364404 eta: 33 days, 15:21:06 batch_cost: 0.8115 data_cost: 0.0010 ips: 9.8588 images/s [07/27 10:31:15] ppdet.engine INFO: Epoch: [11] [32500/54024] learning_rate: 0.000100 loss_class: 0.680157 loss_bbox: 0.108087 loss_giou: 0.498887 loss_class_aux: 4.273957 loss_bbox_aux: 0.717229 loss_giou_aux: 3.121172 loss_class_dn: 0.346335 loss_bbox_dn: 0.104960 loss_giou_dn: 0.368797 loss_class_aux_dn: 1.862370 loss_bbox_aux_dn: 0.668399 loss_giou_aux_dn: 2.124267 loss: 14.960123 eta: 33 days, 15:17:14 batch_cost: 0.8052 data_cost: 0.0218 ips: 9.9354 images/s [07/27 10:32:56] ppdet.engine INFO: Epoch: [11] [32600/54024] learning_rate: 0.000100 loss_class: 0.687406 loss_bbox: 0.105274 loss_giou: 0.486935 loss_class_aux: 4.348748 loss_bbox_aux: 0.687646 loss_giou_aux: 3.086500 loss_class_dn: 0.345111 loss_bbox_dn: 0.104879 loss_giou_dn: 0.372592 loss_class_aux_dn: 1.857695 loss_bbox_aux_dn: 0.659824 loss_giou_aux_dn: 2.134348 loss: 14.824066 eta: 33 days, 15:17:48 batch_cost: 0.9643 data_cost: 0.0010 ips: 8.2960 images/s [07/27 10:34:31] ppdet.engine INFO: Epoch: [11] [32700/54024] learning_rate: 0.000100 loss_class: 0.716120 loss_bbox: 0.111814 loss_giou: 0.484352 loss_class_aux: 4.348546 loss_bbox_aux: 0.734803 loss_giou_aux: 3.007200 loss_class_dn: 0.345475 loss_bbox_dn: 0.104266 loss_giou_dn: 0.384004 loss_class_aux_dn: 1.873006 loss_bbox_aux_dn: 0.633966 loss_giou_aux_dn: 2.185463 loss: 15.124497 eta: 33 days, 15:16:39 batch_cost: 0.9026 data_cost: 0.0010 ips: 8.8633 images/s [07/27 10:35:59] ppdet.engine INFO: Epoch: [11] [32800/54024] learning_rate: 0.000100 loss_class: 0.706247 loss_bbox: 0.103987 loss_giou: 0.472532 loss_class_aux: 4.404961 loss_bbox_aux: 0.684977 loss_giou_aux: 2.937985 loss_class_dn: 0.344927 loss_bbox_dn: 0.103834 loss_giou_dn: 0.365956 loss_class_aux_dn: 1.890621 loss_bbox_aux_dn: 0.630482 loss_giou_aux_dn: 2.094207 loss: 14.828089 eta: 33 days, 15:13:28 batch_cost: 0.8297 data_cost: 0.0011 ips: 9.6426 images/s [07/27 10:37:24] ppdet.engine INFO: Epoch: [11] [32900/54024] learning_rate: 0.000100 loss_class: 0.738348 loss_bbox: 0.110736 loss_giou: 0.497977 loss_class_aux: 4.532005 loss_bbox_aux: 0.722959 loss_giou_aux: 3.070235 loss_class_dn: 0.360409 loss_bbox_dn: 0.099732 loss_giou_dn: 0.392679 loss_class_aux_dn: 1.918209 loss_bbox_aux_dn: 0.604688 loss_giou_aux_dn: 2.270360 loss: 15.421696 eta: 33 days, 15:09:37 batch_cost: 0.8059 data_cost: 0.0013 ips: 9.9271 images/s [07/27 10:38:48] ppdet.engine INFO: Epoch: [11] [33000/54024] learning_rate: 0.000100 loss_class: 0.701781 loss_bbox: 0.111751 loss_giou: 0.491871 loss_class_aux: 4.324408 loss_bbox_aux: 0.742677 loss_giou_aux: 3.076301 loss_class_dn: 0.347931 loss_bbox_dn: 0.102877 loss_giou_dn: 0.384646 loss_class_aux_dn: 1.873554 loss_bbox_aux_dn: 0.653328 loss_giou_aux_dn: 2.171564 loss: 15.195755 eta: 33 days, 15:05:17 batch_cost: 0.7886 data_cost: 0.0010 ips: 10.1440 images/s [07/27 10:40:12] ppdet.engine INFO: Epoch: [11] [33100/54024] learning_rate: 0.000100 loss_class: 0.683432 loss_bbox: 0.115688 loss_giou: 0.543858 loss_class_aux: 4.341301 loss_bbox_aux: 0.737366 loss_giou_aux: 3.354875 loss_class_dn: 0.365213 loss_bbox_dn: 0.100581 loss_giou_dn: 0.394879 loss_class_aux_dn: 1.948565 loss_bbox_aux_dn: 0.643574 loss_giou_aux_dn: 2.281473 loss: 15.959367 eta: 33 days, 15:01:08 batch_cost: 0.7946 data_cost: 0.0011 ips: 10.0682 images/s [07/27 10:41:35] ppdet.engine INFO: Epoch: [11] [33200/54024] learning_rate: 0.000100 loss_class: 0.700485 loss_bbox: 0.115818 loss_giou: 0.524118 loss_class_aux: 4.268408 loss_bbox_aux: 0.748302 loss_giou_aux: 3.226149 loss_class_dn: 0.345565 loss_bbox_dn: 0.100309 loss_giou_dn: 0.374366 loss_class_aux_dn: 1.866509 loss_bbox_aux_dn: 0.620217 loss_giou_aux_dn: 2.166718 loss: 15.085242 eta: 33 days, 14:56:35 batch_cost: 0.7807 data_cost: 0.0010 ips: 10.2477 images/s [07/27 10:43:09] ppdet.engine INFO: Epoch: [11] [33300/54024] learning_rate: 0.000100 loss_class: 0.694800 loss_bbox: 0.107726 loss_giou: 0.536687 loss_class_aux: 4.256152 loss_bbox_aux: 0.724770 loss_giou_aux: 3.288992 loss_class_dn: 0.337951 loss_bbox_dn: 0.097360 loss_giou_dn: 0.388662 loss_class_aux_dn: 1.855937 loss_bbox_aux_dn: 0.607527 loss_giou_aux_dn: 2.210812 loss: 15.142313 eta: 33 days, 14:55:13 batch_cost: 0.8947 data_cost: 0.0011 ips: 8.9418 images/s [07/27 10:44:36] ppdet.engine INFO: Epoch: [11] [33400/54024] learning_rate: 0.000100 loss_class: 0.693075 loss_bbox: 0.109005 loss_giou: 0.472609 loss_class_aux: 4.288689 loss_bbox_aux: 0.724516 loss_giou_aux: 2.954797 loss_class_dn: 0.344140 loss_bbox_dn: 0.104507 loss_giou_dn: 0.345835 loss_class_aux_dn: 1.861689 loss_bbox_aux_dn: 0.663098 loss_giou_aux_dn: 1.981140 loss: 14.706851 eta: 33 days, 14:51:41 batch_cost: 0.8169 data_cost: 0.0010 ips: 9.7936 images/s [07/27 10:46:06] ppdet.engine INFO: Epoch: [11] [33500/54024] learning_rate: 0.000100 loss_class: 0.732166 loss_bbox: 0.116980 loss_giou: 0.576377 loss_class_aux: 4.526882 loss_bbox_aux: 0.753642 loss_giou_aux: 3.605020 loss_class_dn: 0.392212 loss_bbox_dn: 0.101755 loss_giou_dn: 0.427417 loss_class_aux_dn: 2.108182 loss_bbox_aux_dn: 0.619834 loss_giou_aux_dn: 2.469231 loss: 16.806027 eta: 33 days, 14:49:10 batch_cost: 0.8534 data_cost: 0.0256 ips: 9.3741 images/s [07/27 10:47:29] ppdet.engine INFO: Epoch: [11] [33600/54024] learning_rate: 0.000100 loss_class: 0.695383 loss_bbox: 0.110840 loss_giou: 0.476430 loss_class_aux: 4.329978 loss_bbox_aux: 0.716201 loss_giou_aux: 2.955571 loss_class_dn: 0.339225 loss_bbox_dn: 0.102253 loss_giou_dn: 0.373332 loss_class_aux_dn: 1.847467 loss_bbox_aux_dn: 0.626656 loss_giou_aux_dn: 2.131378 loss: 14.807122 eta: 33 days, 14:44:34 batch_cost: 0.7783 data_cost: 0.0139 ips: 10.2788 images/s [07/27 10:48:49] ppdet.engine INFO: Epoch: [11] [33700/54024] learning_rate: 0.000100 loss_class: 0.685615 loss_bbox: 0.107562 loss_giou: 0.482697 loss_class_aux: 4.242109 loss_bbox_aux: 0.708041 loss_giou_aux: 3.037362 loss_class_dn: 0.330167 loss_bbox_dn: 0.098551 loss_giou_dn: 0.365370 loss_class_aux_dn: 1.781567 loss_bbox_aux_dn: 0.622602 loss_giou_aux_dn: 2.067262 loss: 14.459852 eta: 33 days, 14:39:25 batch_cost: 0.7582 data_cost: 0.0010 ips: 10.5510 images/s [07/27 10:50:17] ppdet.engine INFO: Epoch: [11] [33800/54024] learning_rate: 0.000100 loss_class: 0.652301 loss_bbox: 0.103544 loss_giou: 0.469596 loss_class_aux: 4.023045 loss_bbox_aux: 0.667277 loss_giou_aux: 2.923417 loss_class_dn: 0.332982 loss_bbox_dn: 0.098426 loss_giou_dn: 0.358346 loss_class_aux_dn: 1.789005 loss_bbox_aux_dn: 0.607718 loss_giou_aux_dn: 2.054035 loss: 14.575667 eta: 33 days, 14:36:07 batch_cost: 0.8250 data_cost: 0.0010 ips: 9.6969 images/s [07/27 10:51:51] ppdet.engine INFO: Epoch: [11] [33900/54024] learning_rate: 0.000100 loss_class: 0.688838 loss_bbox: 0.106827 loss_giou: 0.487128 loss_class_aux: 4.311848 loss_bbox_aux: 0.700484 loss_giou_aux: 3.075224 loss_class_dn: 0.349123 loss_bbox_dn: 0.102556 loss_giou_dn: 0.373538 loss_class_aux_dn: 1.875876 loss_bbox_aux_dn: 0.644323 loss_giou_aux_dn: 2.210090 loss: 14.985073 eta: 33 days, 14:35:01 batch_cost: 0.9040 data_cost: 0.0010 ips: 8.8496 images/s [07/27 10:53:29] ppdet.engine INFO: Epoch: [11] [34000/54024] learning_rate: 0.000100 loss_class: 0.693030 loss_bbox: 0.114959 loss_giou: 0.475360 loss_class_aux: 4.328339 loss_bbox_aux: 0.773600 loss_giou_aux: 2.982279 loss_class_dn: 0.353194 loss_bbox_dn: 0.104713 loss_giou_dn: 0.357111 loss_class_aux_dn: 1.902129 loss_bbox_aux_dn: 0.662835 loss_giou_aux_dn: 2.063493 loss: 15.203746 eta: 33 days, 14:34:38 batch_cost: 0.9301 data_cost: 0.0404 ips: 8.6012 images/s [07/27 10:55:04] ppdet.engine INFO: Epoch: [11] [34100/54024] learning_rate: 0.000100 loss_class: 0.701214 loss_bbox: 0.113248 loss_giou: 0.481179 loss_class_aux: 4.314641 loss_bbox_aux: 0.738562 loss_giou_aux: 3.029929 loss_class_dn: 0.336504 loss_bbox_dn: 0.104504 loss_giou_dn: 0.370082 loss_class_aux_dn: 1.801987 loss_bbox_aux_dn: 0.660079 loss_giou_aux_dn: 2.103845 loss: 15.263263 eta: 33 days, 14:33:25 batch_cost: 0.8998 data_cost: 0.0012 ips: 8.8908 images/s [07/27 10:56:33] ppdet.engine INFO: Epoch: [11] [34200/54024] learning_rate: 0.000100 loss_class: 0.694348 loss_bbox: 0.109993 loss_giou: 0.473228 loss_class_aux: 4.372392 loss_bbox_aux: 0.711197 loss_giou_aux: 2.965800 loss_class_dn: 0.353519 loss_bbox_dn: 0.099696 loss_giou_dn: 0.374669 loss_class_aux_dn: 1.925241 loss_bbox_aux_dn: 0.626236 loss_giou_aux_dn: 2.149238 loss: 15.337827 eta: 33 days, 14:30:37 batch_cost: 0.8425 data_cost: 0.0130 ips: 9.4953 images/s [07/27 10:58:16] ppdet.engine INFO: Epoch: [11] [34300/54024] learning_rate: 0.000100 loss_class: 0.695760 loss_bbox: 0.108395 loss_giou: 0.478462 loss_class_aux: 4.354767 loss_bbox_aux: 0.709976 loss_giou_aux: 2.975456 loss_class_dn: 0.349383 loss_bbox_dn: 0.104200 loss_giou_dn: 0.371274 loss_class_aux_dn: 1.872817 loss_bbox_aux_dn: 0.654442 loss_giou_aux_dn: 2.100879 loss: 14.720349 eta: 33 days, 14:31:59 batch_cost: 0.9935 data_cost: 0.0010 ips: 8.0521 images/s [07/27 10:59:42] ppdet.engine INFO: Epoch: [11] [34400/54024] learning_rate: 0.000100 loss_class: 0.671007 loss_bbox: 0.104034 loss_giou: 0.492737 loss_class_aux: 4.159329 loss_bbox_aux: 0.695743 loss_giou_aux: 3.059092 loss_class_dn: 0.337365 loss_bbox_dn: 0.100362 loss_giou_dn: 0.364481 loss_class_aux_dn: 1.822817 loss_bbox_aux_dn: 0.611527 loss_giou_aux_dn: 2.079770 loss: 14.805750 eta: 33 days, 14:28:16 batch_cost: 0.8094 data_cost: 0.0010 ips: 9.8841 images/s [07/27 11:01:28] ppdet.engine INFO: Epoch: [11] [34500/54024] learning_rate: 0.000100 loss_class: 0.681023 loss_bbox: 0.108706 loss_giou: 0.504158 loss_class_aux: 4.252683 loss_bbox_aux: 0.710236 loss_giou_aux: 3.087130 loss_class_dn: 0.340302 loss_bbox_dn: 0.099330 loss_giou_dn: 0.358625 loss_class_aux_dn: 1.858683 loss_bbox_aux_dn: 0.606588 loss_giou_aux_dn: 2.058005 loss: 14.546669 eta: 33 days, 14:30:16 batch_cost: 1.0167 data_cost: 0.0012 ips: 7.8690 images/s [07/27 11:03:04] ppdet.engine INFO: Epoch: [11] [34600/54024] learning_rate: 0.000100 loss_class: 0.698458 loss_bbox: 0.103999 loss_giou: 0.479223 loss_class_aux: 4.359398 loss_bbox_aux: 0.680785 loss_giou_aux: 2.963708 loss_class_dn: 0.357183 loss_bbox_dn: 0.098075 loss_giou_dn: 0.370608 loss_class_aux_dn: 1.886887 loss_bbox_aux_dn: 0.611415 loss_giou_aux_dn: 2.149513 loss: 15.726698 eta: 33 days, 14:29:24 batch_cost: 0.9128 data_cost: 0.0010 ips: 8.7640 images/s [07/27 11:04:25] ppdet.engine INFO: Epoch: [11] [34700/54024] learning_rate: 0.000100 loss_class: 0.678949 loss_bbox: 0.108964 loss_giou: 0.444001 loss_class_aux: 4.182842 loss_bbox_aux: 0.709582 loss_giou_aux: 2.764838 loss_class_dn: 0.334287 loss_bbox_dn: 0.098615 loss_giou_dn: 0.351471 loss_class_aux_dn: 1.801906 loss_bbox_aux_dn: 0.606355 loss_giou_aux_dn: 1.998949 loss: 14.488657 eta: 33 days, 14:24:34 batch_cost: 0.7688 data_cost: 0.0077 ips: 10.4055 images/s [07/27 11:05:57] ppdet.engine INFO: Epoch: [11] [34800/54024] learning_rate: 0.000100 loss_class: 0.724071 loss_bbox: 0.116071 loss_giou: 0.486350 loss_class_aux: 4.482858 loss_bbox_aux: 0.758207 loss_giou_aux: 3.025851 loss_class_dn: 0.345144 loss_bbox_dn: 0.105778 loss_giou_dn: 0.387449 loss_class_aux_dn: 1.906790 loss_bbox_aux_dn: 0.663913 loss_giou_aux_dn: 2.210185 loss: 15.481960 eta: 33 days, 14:22:25 batch_cost: 0.8659 data_cost: 0.0009 ips: 9.2384 images/s [07/27 11:07:28] ppdet.engine INFO: Epoch: [11] [34900/54024] learning_rate: 0.000100 loss_class: 0.698406 loss_bbox: 0.107652 loss_giou: 0.536381 loss_class_aux: 4.309775 loss_bbox_aux: 0.701277 loss_giou_aux: 3.360884 loss_class_dn: 0.353615 loss_bbox_dn: 0.095066 loss_giou_dn: 0.401210 loss_class_aux_dn: 1.912258 loss_bbox_aux_dn: 0.601637 loss_giou_aux_dn: 2.317463 loss: 15.772012 eta: 33 days, 14:20:19 batch_cost: 0.8684 data_cost: 0.0010 ips: 9.2129 images/s [07/27 11:09:04] ppdet.engine INFO: Epoch: [11] [35000/54024] learning_rate: 0.000100 loss_class: 0.667474 loss_bbox: 0.102689 loss_giou: 0.458552 loss_class_aux: 4.082781 loss_bbox_aux: 0.692367 loss_giou_aux: 2.804739 loss_class_dn: 0.323327 loss_bbox_dn: 0.095806 loss_giou_dn: 0.352345 loss_class_aux_dn: 1.743855 loss_bbox_aux_dn: 0.618067 loss_giou_aux_dn: 2.024172 loss: 13.976560 eta: 33 days, 14:19:18 batch_cost: 0.9069 data_cost: 0.0342 ips: 8.8208 images/s [07/27 11:10:33] ppdet.engine INFO: Epoch: [11] [35100/54024] learning_rate: 0.000100 loss_class: 0.682342 loss_bbox: 0.107093 loss_giou: 0.495066 loss_class_aux: 4.254092 loss_bbox_aux: 0.707212 loss_giou_aux: 3.106848 loss_class_dn: 0.336685 loss_bbox_dn: 0.095844 loss_giou_dn: 0.364300 loss_class_aux_dn: 1.835177 loss_bbox_aux_dn: 0.605459 loss_giou_aux_dn: 2.114733 loss: 14.790881 eta: 33 days, 14:16:28 batch_cost: 0.8415 data_cost: 0.0010 ips: 9.5067 images/s [07/27 11:12:09] ppdet.engine INFO: Epoch: [11] [35200/54024] learning_rate: 0.000100 loss_class: 0.656674 loss_bbox: 0.104419 loss_giou: 0.477004 loss_class_aux: 4.053523 loss_bbox_aux: 0.695462 loss_giou_aux: 2.971324 loss_class_dn: 0.324858 loss_bbox_dn: 0.095869 loss_giou_dn: 0.362590 loss_class_aux_dn: 1.743298 loss_bbox_aux_dn: 0.588827 loss_giou_aux_dn: 2.044619 loss: 14.467750 eta: 33 days, 14:15:35 batch_cost: 0.9117 data_cost: 0.0157 ips: 8.7749 images/s [07/27 11:13:34] ppdet.engine INFO: Epoch: [11] [35300/54024] learning_rate: 0.000100 loss_class: 0.699715 loss_bbox: 0.112671 loss_giou: 0.460963 loss_class_aux: 4.297220 loss_bbox_aux: 0.715884 loss_giou_aux: 2.900233 loss_class_dn: 0.336199 loss_bbox_dn: 0.108102 loss_giou_dn: 0.354015 loss_class_aux_dn: 1.831680 loss_bbox_aux_dn: 0.657933 loss_giou_aux_dn: 2.025902 loss: 14.611784 eta: 33 days, 14:11:54 batch_cost: 0.8106 data_cost: 0.0200 ips: 9.8692 images/s [07/27 11:15:11] ppdet.engine INFO: Epoch: [11] [35400/54024] learning_rate: 0.000100 loss_class: 0.686946 loss_bbox: 0.103964 loss_giou: 0.476397 loss_class_aux: 4.285048 loss_bbox_aux: 0.677922 loss_giou_aux: 2.956136 loss_class_dn: 0.323654 loss_bbox_dn: 0.106245 loss_giou_dn: 0.348463 loss_class_aux_dn: 1.759450 loss_bbox_aux_dn: 0.657196 loss_giou_aux_dn: 1.988693 loss: 14.010120 eta: 33 days, 14:11:11 batch_cost: 0.9182 data_cost: 0.0010 ips: 8.7123 images/s [07/27 11:16:38] ppdet.engine INFO: Epoch: [11] [35500/54024] learning_rate: 0.000100 loss_class: 0.677167 loss_bbox: 0.107689 loss_giou: 0.532013 loss_class_aux: 4.246018 loss_bbox_aux: 0.719636 loss_giou_aux: 3.312940 loss_class_dn: 0.355912 loss_bbox_dn: 0.098890 loss_giou_dn: 0.381843 loss_class_aux_dn: 1.902629 loss_bbox_aux_dn: 0.625718 loss_giou_aux_dn: 2.207887 loss: 15.289863 eta: 33 days, 14:07:48 batch_cost: 0.8211 data_cost: 0.0010 ips: 9.7428 images/s [07/27 11:18:30] ppdet.engine INFO: Epoch: [11] [35600/54024] learning_rate: 0.000100 loss_class: 0.717571 loss_bbox: 0.114074 loss_giou: 0.447875 loss_class_aux: 4.494333 loss_bbox_aux: 0.738479 loss_giou_aux: 2.907303 loss_class_dn: 0.352503 loss_bbox_dn: 0.101312 loss_giou_dn: 0.368305 loss_class_aux_dn: 1.904116 loss_bbox_aux_dn: 0.627508 loss_giou_aux_dn: 2.134174 loss: 15.785394 eta: 33 days, 14:11:21 batch_cost: 1.0736 data_cost: 0.0010 ips: 7.4515 images/s [07/27 11:20:05] ppdet.engine INFO: Epoch: [11] [35700/54024] learning_rate: 0.000100 loss_class: 0.694287 loss_bbox: 0.108411 loss_giou: 0.461311 loss_class_aux: 4.288496 loss_bbox_aux: 0.686114 loss_giou_aux: 2.867772 loss_class_dn: 0.331277 loss_bbox_dn: 0.094947 loss_giou_dn: 0.358036 loss_class_aux_dn: 1.755141 loss_bbox_aux_dn: 0.581911 loss_giou_aux_dn: 2.033482 loss: 14.343529 eta: 33 days, 14:10:05 batch_cost: 0.8979 data_cost: 0.0010 ips: 8.9096 images/s [07/27 11:21:47] ppdet.engine INFO: Epoch: [11] [35800/54024] learning_rate: 0.000100 loss_class: 0.671791 loss_bbox: 0.102984 loss_giou: 0.440930 loss_class_aux: 4.145631 loss_bbox_aux: 0.686025 loss_giou_aux: 2.801588 loss_class_dn: 0.326611 loss_bbox_dn: 0.103181 loss_giou_dn: 0.340446 loss_class_aux_dn: 1.786273 loss_bbox_aux_dn: 0.624299 loss_giou_aux_dn: 1.943816 loss: 13.977139 eta: 33 days, 14:10:57 batch_cost: 0.9758 data_cost: 0.0010 ips: 8.1984 images/s [07/27 11:23:15] ppdet.engine INFO: Epoch: [11] [35900/54024] learning_rate: 0.000100 loss_class: 0.687744 loss_bbox: 0.111893 loss_giou: 0.515022 loss_class_aux: 4.222435 loss_bbox_aux: 0.713138 loss_giou_aux: 3.247975 loss_class_dn: 0.342244 loss_bbox_dn: 0.097531 loss_giou_dn: 0.385283 loss_class_aux_dn: 1.841434 loss_bbox_aux_dn: 0.619614 loss_giou_aux_dn: 2.209867 loss: 15.323433 eta: 33 days, 14:07:59 batch_cost: 0.8363 data_cost: 0.0010 ips: 9.5664 images/s [07/27 11:24:58] ppdet.engine INFO: Epoch: [11] [36000/54024] learning_rate: 0.000100 loss_class: 0.666927 loss_bbox: 0.097148 loss_giou: 0.479263 loss_class_aux: 4.137462 loss_bbox_aux: 0.625471 loss_giou_aux: 3.009756 loss_class_dn: 0.327481 loss_bbox_dn: 0.096904 loss_giou_dn: 0.358404 loss_class_aux_dn: 1.774867 loss_bbox_aux_dn: 0.585951 loss_giou_aux_dn: 2.054643 loss: 14.437952 eta: 33 days, 14:08:53 batch_cost: 0.9777 data_cost: 0.0010 ips: 8.1829 images/s [07/27 11:26:33] ppdet.engine INFO: Epoch: [11] [36100/54024] learning_rate: 0.000100 loss_class: 0.682366 loss_bbox: 0.114286 loss_giou: 0.508491 loss_class_aux: 4.202979 loss_bbox_aux: 0.753902 loss_giou_aux: 3.193419 loss_class_dn: 0.341032 loss_bbox_dn: 0.102455 loss_giou_dn: 0.383742 loss_class_aux_dn: 1.815508 loss_bbox_aux_dn: 0.635479 loss_giou_aux_dn: 2.163030 loss: 14.866366 eta: 33 days, 14:07:42 batch_cost: 0.9010 data_cost: 0.0010 ips: 8.8794 images/s [07/27 11:28:10] ppdet.engine INFO: Epoch: [11] [36200/54024] learning_rate: 0.000100 loss_class: 0.695916 loss_bbox: 0.103882 loss_giou: 0.454362 loss_class_aux: 4.328859 loss_bbox_aux: 0.672792 loss_giou_aux: 2.867779 loss_class_dn: 0.341912 loss_bbox_dn: 0.095005 loss_giou_dn: 0.347404 loss_class_aux_dn: 1.841636 loss_bbox_aux_dn: 0.590121 loss_giou_aux_dn: 2.018561 loss: 14.732729 eta: 33 days, 14:07:19 batch_cost: 0.9305 data_cost: 0.0116 ips: 8.5971 images/s [07/27 11:29:45] ppdet.engine INFO: Epoch: [11] [36300/54024] learning_rate: 0.000100 loss_class: 0.676749 loss_bbox: 0.107598 loss_giou: 0.475982 loss_class_aux: 4.200025 loss_bbox_aux: 0.693345 loss_giou_aux: 2.946018 loss_class_dn: 0.329165 loss_bbox_dn: 0.091869 loss_giou_dn: 0.357332 loss_class_aux_dn: 1.776043 loss_bbox_aux_dn: 0.577166 loss_giou_aux_dn: 2.018721 loss: 14.978829 eta: 33 days, 14:06:14 batch_cost: 0.9051 data_cost: 0.0557 ips: 8.8386 images/s [07/27 11:31:13] ppdet.engine INFO: Epoch: [11] [36400/54024] learning_rate: 0.000100 loss_class: 0.709436 loss_bbox: 0.110843 loss_giou: 0.477174 loss_class_aux: 4.349536 loss_bbox_aux: 0.738350 loss_giou_aux: 2.974420 loss_class_dn: 0.339422 loss_bbox_dn: 0.100576 loss_giou_dn: 0.370329 loss_class_aux_dn: 1.855065 loss_bbox_aux_dn: 0.615978 loss_giou_aux_dn: 2.156642 loss: 14.848264 eta: 33 days, 14:03:13 batch_cost: 0.8342 data_cost: 0.0012 ips: 9.5897 images/s [07/27 11:32:36] ppdet.engine INFO: Epoch: [11] [36500/54024] learning_rate: 0.000100 loss_class: 0.666068 loss_bbox: 0.110813 loss_giou: 0.496910 loss_class_aux: 4.146379 loss_bbox_aux: 0.725934 loss_giou_aux: 3.156739 loss_class_dn: 0.335715 loss_bbox_dn: 0.098602 loss_giou_dn: 0.359584 loss_class_aux_dn: 1.803927 loss_bbox_aux_dn: 0.602403 loss_giou_aux_dn: 2.034894 loss: 14.613164 eta: 33 days, 13:58:40 batch_cost: 0.7785 data_cost: 0.0010 ips: 10.2763 images/s [07/27 11:34:07] ppdet.engine INFO: Epoch: [11] [36600/54024] learning_rate: 0.000100 loss_class: 0.672973 loss_bbox: 0.099439 loss_giou: 0.474967 loss_class_aux: 4.170881 loss_bbox_aux: 0.657485 loss_giou_aux: 2.939811 loss_class_dn: 0.336265 loss_bbox_dn: 0.098073 loss_giou_dn: 0.356303 loss_class_aux_dn: 1.841133 loss_bbox_aux_dn: 0.605818 loss_giou_aux_dn: 2.049816 loss: 14.641899 eta: 33 days, 13:56:24 batch_cost: 0.8616 data_cost: 0.0010 ips: 9.2854 images/s [07/27 11:35:33] ppdet.engine INFO: Epoch: [11] [36700/54024] learning_rate: 0.000100 loss_class: 0.662494 loss_bbox: 0.114377 loss_giou: 0.494707 loss_class_aux: 4.070997 loss_bbox_aux: 0.734189 loss_giou_aux: 3.149773 loss_class_dn: 0.335383 loss_bbox_dn: 0.101377 loss_giou_dn: 0.369503 loss_class_aux_dn: 1.810576 loss_bbox_aux_dn: 0.641258 loss_giou_aux_dn: 2.142989 loss: 14.788233 eta: 33 days, 13:52:47 batch_cost: 0.8122 data_cost: 0.0011 ips: 9.8492 images/s [07/27 11:37:11] ppdet.engine INFO: Epoch: [11] [36800/54024] learning_rate: 0.000100 loss_class: 0.681885 loss_bbox: 0.104833 loss_giou: 0.449188 loss_class_aux: 4.199237 loss_bbox_aux: 0.709910 loss_giou_aux: 2.888238 loss_class_dn: 0.323295 loss_bbox_dn: 0.102836 loss_giou_dn: 0.356607 loss_class_aux_dn: 1.726179 loss_bbox_aux_dn: 0.639522 loss_giou_aux_dn: 2.024247 loss: 14.389929 eta: 33 days, 13:52:29 batch_cost: 0.9339 data_cost: 0.0010 ips: 8.5660 images/s [07/27 11:38:42] ppdet.engine INFO: Epoch: [11] [36900/54024] learning_rate: 0.000100 loss_class: 0.675391 loss_bbox: 0.113687 loss_giou: 0.450482 loss_class_aux: 4.223060 loss_bbox_aux: 0.744039 loss_giou_aux: 2.859466 loss_class_dn: 0.333226 loss_bbox_dn: 0.103638 loss_giou_dn: 0.357194 loss_class_aux_dn: 1.800507 loss_bbox_aux_dn: 0.637928 loss_giou_aux_dn: 2.048163 loss: 14.623805 eta: 33 days, 13:50:28 batch_cost: 0.8705 data_cost: 0.0010 ips: 9.1896 images/s [07/27 11:40:09] ppdet.engine INFO: Epoch: [11] [37000/54024] learning_rate: 0.000100 loss_class: 0.689683 loss_bbox: 0.117131 loss_giou: 0.461062 loss_class_aux: 4.353879 loss_bbox_aux: 0.760835 loss_giou_aux: 2.843589 loss_class_dn: 0.340187 loss_bbox_dn: 0.101317 loss_giou_dn: 0.349717 loss_class_aux_dn: 1.875499 loss_bbox_aux_dn: 0.634598 loss_giou_aux_dn: 2.026782 loss: 15.000285 eta: 33 days, 13:47:02 batch_cost: 0.8187 data_cost: 0.0125 ips: 9.7719 images/s [07/27 11:41:38] ppdet.engine INFO: Epoch: [11] [37100/54024] learning_rate: 0.000100 loss_class: 0.615315 loss_bbox: 0.105693 loss_giou: 0.460440 loss_class_aux: 3.852494 loss_bbox_aux: 0.677577 loss_giou_aux: 2.881584 loss_class_dn: 0.318554 loss_bbox_dn: 0.091344 loss_giou_dn: 0.336141 loss_class_aux_dn: 1.708196 loss_bbox_aux_dn: 0.575117 loss_giou_aux_dn: 1.901641 loss: 13.606602 eta: 33 days, 13:44:26 batch_cost: 0.8494 data_cost: 0.0010 ips: 9.4184 images/s [07/27 11:43:02] ppdet.engine INFO: Epoch: [11] [37200/54024] learning_rate: 0.000100 loss_class: 0.682893 loss_bbox: 0.110285 loss_giou: 0.482020 loss_class_aux: 4.220999 loss_bbox_aux: 0.724467 loss_giou_aux: 3.056597 loss_class_dn: 0.336736 loss_bbox_dn: 0.092700 loss_giou_dn: 0.359777 loss_class_aux_dn: 1.818832 loss_bbox_aux_dn: 0.585991 loss_giou_aux_dn: 2.088861 loss: 14.905650 eta: 33 days, 13:40:04 batch_cost: 0.7843 data_cost: 0.0010 ips: 10.2000 images/s [07/27 11:44:29] ppdet.engine INFO: Epoch: [11] [37300/54024] learning_rate: 0.000100 loss_class: 0.704015 loss_bbox: 0.110465 loss_giou: 0.500033 loss_class_aux: 4.356982 loss_bbox_aux: 0.711729 loss_giou_aux: 3.107301 loss_class_dn: 0.352489 loss_bbox_dn: 0.096885 loss_giou_dn: 0.377757 loss_class_aux_dn: 1.920856 loss_bbox_aux_dn: 0.610739 loss_giou_aux_dn: 2.168064 loss: 15.314659 eta: 33 days, 13:36:43 batch_cost: 0.8220 data_cost: 0.0010 ips: 9.7326 images/s [07/27 11:46:02] ppdet.engine INFO: Epoch: [11] [37400/54024] learning_rate: 0.000100 loss_class: 0.666312 loss_bbox: 0.107963 loss_giou: 0.493076 loss_class_aux: 4.151052 loss_bbox_aux: 0.687330 loss_giou_aux: 2.993020 loss_class_dn: 0.335334 loss_bbox_dn: 0.098944 loss_giou_dn: 0.364326 loss_class_aux_dn: 1.783409 loss_bbox_aux_dn: 0.612560 loss_giou_aux_dn: 2.050894 loss: 14.404058 eta: 33 days, 13:34:58 batch_cost: 0.8804 data_cost: 0.0060 ips: 9.0871 images/s [07/27 11:47:31] ppdet.engine INFO: Epoch: [11] [37500/54024] learning_rate: 0.000100 loss_class: 0.673725 loss_bbox: 0.108715 loss_giou: 0.493923 loss_class_aux: 4.133347 loss_bbox_aux: 0.711918 loss_giou_aux: 3.097621 loss_class_dn: 0.342180 loss_bbox_dn: 0.098991 loss_giou_dn: 0.376184 loss_class_aux_dn: 1.841715 loss_bbox_aux_dn: 0.598479 loss_giou_aux_dn: 2.095911 loss: 14.996769 eta: 33 days, 13:32:20 batch_cost: 0.8477 data_cost: 0.0010 ips: 9.4369 images/s [07/27 11:48:59] ppdet.engine INFO: Epoch: [11] [37600/54024] learning_rate: 0.000100 loss_class: 0.705008 loss_bbox: 0.104346 loss_giou: 0.500174 loss_class_aux: 4.409252 loss_bbox_aux: 0.701838 loss_giou_aux: 3.135768 loss_class_dn: 0.339961 loss_bbox_dn: 0.095867 loss_giou_dn: 0.364266 loss_class_aux_dn: 1.838437 loss_bbox_aux_dn: 0.582149 loss_giou_aux_dn: 2.073866 loss: 15.255949 eta: 33 days, 13:29:17 batch_cost: 0.8322 data_cost: 0.0010 ips: 9.6125 images/s [07/27 11:50:27] ppdet.engine INFO: Epoch: [11] [37700/54024] learning_rate: 0.000100 loss_class: 0.705181 loss_bbox: 0.102522 loss_giou: 0.477860 loss_class_aux: 4.361418 loss_bbox_aux: 0.682360 loss_giou_aux: 3.007739 loss_class_dn: 0.343282 loss_bbox_dn: 0.094908 loss_giou_dn: 0.372838 loss_class_aux_dn: 1.819994 loss_bbox_aux_dn: 0.617937 loss_giou_aux_dn: 2.120237 loss: 14.893227 eta: 33 days, 13:26:17 batch_cost: 0.8347 data_cost: 0.0010 ips: 9.5845 images/s [07/27 11:51:52] ppdet.engine INFO: Epoch: [11] [37800/54024] learning_rate: 0.000100 loss_class: 0.730987 loss_bbox: 0.105217 loss_giou: 0.514109 loss_class_aux: 4.512870 loss_bbox_aux: 0.697034 loss_giou_aux: 3.205811 loss_class_dn: 0.361121 loss_bbox_dn: 0.099568 loss_giou_dn: 0.390849 loss_class_aux_dn: 1.960068 loss_bbox_aux_dn: 0.635426 loss_giou_aux_dn: 2.228038 loss: 15.563419 eta: 33 days, 13:22:32 batch_cost: 0.8067 data_cost: 0.0010 ips: 9.9165 images/s [07/27 11:53:16] ppdet.engine INFO: Epoch: [11] [37900/54024] learning_rate: 0.000100 loss_class: 0.663687 loss_bbox: 0.113258 loss_giou: 0.463105 loss_class_aux: 4.074318 loss_bbox_aux: 0.733546 loss_giou_aux: 2.889695 loss_class_dn: 0.322734 loss_bbox_dn: 0.099754 loss_giou_dn: 0.355795 loss_class_aux_dn: 1.749094 loss_bbox_aux_dn: 0.625889 loss_giou_aux_dn: 2.047641 loss: 14.266236 eta: 33 days, 13:18:14 batch_cost: 0.7862 data_cost: 0.0010 ips: 10.1751 images/s [07/27 11:54:45] ppdet.engine INFO: Epoch: [11] [38000/54024] learning_rate: 0.000100 loss_class: 0.715176 loss_bbox: 0.114997 loss_giou: 0.432406 loss_class_aux: 4.428421 loss_bbox_aux: 0.752324 loss_giou_aux: 2.693639 loss_class_dn: 0.342829 loss_bbox_dn: 0.107204 loss_giou_dn: 0.350991 loss_class_aux_dn: 1.841095 loss_bbox_aux_dn: 0.685408 loss_giou_aux_dn: 2.040419 loss: 14.738247 eta: 33 days, 13:15:32 batch_cost: 0.8448 data_cost: 0.0048 ips: 9.4702 images/s [07/27 11:56:18] ppdet.engine INFO: Epoch: [11] [38100/54024] learning_rate: 0.000100 loss_class: 0.721748 loss_bbox: 0.108782 loss_giou: 0.518561 loss_class_aux: 4.582547 loss_bbox_aux: 0.727475 loss_giou_aux: 3.288029 loss_class_dn: 0.348083 loss_bbox_dn: 0.097819 loss_giou_dn: 0.387376 loss_class_aux_dn: 1.859004 loss_bbox_aux_dn: 0.595021 loss_giou_aux_dn: 2.204348 loss: 15.503803 eta: 33 days, 13:13:58 batch_cost: 0.8867 data_cost: 0.0970 ips: 9.0221 images/s [07/27 11:57:46] ppdet.engine INFO: Epoch: [11] [38200/54024] learning_rate: 0.000100 loss_class: 0.716000 loss_bbox: 0.117119 loss_giou: 0.492561 loss_class_aux: 4.541590 loss_bbox_aux: 0.738279 loss_giou_aux: 3.040687 loss_class_dn: 0.360988 loss_bbox_dn: 0.107448 loss_giou_dn: 0.384105 loss_class_aux_dn: 1.958669 loss_bbox_aux_dn: 0.668626 loss_giou_aux_dn: 2.223166 loss: 16.018708 eta: 33 days, 13:10:55 batch_cost: 0.8324 data_cost: 0.0109 ips: 9.6102 images/s [07/27 11:59:13] ppdet.engine INFO: Epoch: [11] [38300/54024] learning_rate: 0.000100 loss_class: 0.662470 loss_bbox: 0.109423 loss_giou: 0.500836 loss_class_aux: 4.173452 loss_bbox_aux: 0.720990 loss_giou_aux: 3.065202 loss_class_dn: 0.343965 loss_bbox_dn: 0.099155 loss_giou_dn: 0.382670 loss_class_aux_dn: 1.838982 loss_bbox_aux_dn: 0.592363 loss_giou_aux_dn: 2.217769 loss: 15.330855 eta: 33 days, 13:07:48 batch_cost: 0.8295 data_cost: 0.0010 ips: 9.6443 images/s [07/27 12:00:41] ppdet.engine INFO: Epoch: [11] [38400/54024] learning_rate: 0.000100 loss_class: 0.644986 loss_bbox: 0.101419 loss_giou: 0.480894 loss_class_aux: 4.044852 loss_bbox_aux: 0.653279 loss_giou_aux: 3.031055 loss_class_dn: 0.327679 loss_bbox_dn: 0.094037 loss_giou_dn: 0.365517 loss_class_aux_dn: 1.749404 loss_bbox_aux_dn: 0.584269 loss_giou_aux_dn: 2.097475 loss: 14.562416 eta: 33 days, 13:04:29 batch_cost: 0.8222 data_cost: 0.0010 ips: 9.7303 images/s [07/27 12:02:09] ppdet.engine INFO: Epoch: [11] [38500/54024] learning_rate: 0.000100 loss_class: 0.727157 loss_bbox: 0.118908 loss_giou: 0.500195 loss_class_aux: 4.553627 loss_bbox_aux: 0.783799 loss_giou_aux: 3.136151 loss_class_dn: 0.347453 loss_bbox_dn: 0.111332 loss_giou_dn: 0.373530 loss_class_aux_dn: 1.866711 loss_bbox_aux_dn: 0.694841 loss_giou_aux_dn: 2.123968 loss: 15.576599 eta: 33 days, 13:01:41 batch_cost: 0.8413 data_cost: 0.0175 ips: 9.5091 images/s [07/27 12:03:43] ppdet.engine INFO: Epoch: [11] [38600/54024] learning_rate: 0.000100 loss_class: 0.713437 loss_bbox: 0.107032 loss_giou: 0.472377 loss_class_aux: 4.318011 loss_bbox_aux: 0.684958 loss_giou_aux: 3.001593 loss_class_dn: 0.348099 loss_bbox_dn: 0.092808 loss_giou_dn: 0.373282 loss_class_aux_dn: 1.886220 loss_bbox_aux_dn: 0.572584 loss_giou_aux_dn: 2.179313 loss: 15.388842 eta: 33 days, 13:00:05 batch_cost: 0.8857 data_cost: 0.0708 ips: 9.0328 images/s [07/27 12:05:11] ppdet.engine INFO: Epoch: [11] [38700/54024] learning_rate: 0.000100 loss_class: 0.687230 loss_bbox: 0.108990 loss_giou: 0.496052 loss_class_aux: 4.256783 loss_bbox_aux: 0.716549 loss_giou_aux: 3.144955 loss_class_dn: 0.351619 loss_bbox_dn: 0.096343 loss_giou_dn: 0.384889 loss_class_aux_dn: 1.899557 loss_bbox_aux_dn: 0.596982 loss_giou_aux_dn: 2.205484 loss: 15.117381 eta: 33 days, 12:57:11 batch_cost: 0.8372 data_cost: 0.0214 ips: 9.5554 images/s [07/27 12:06:59] ppdet.engine INFO: Epoch: [11] [38800/54024] learning_rate: 0.000100 loss_class: 0.674259 loss_bbox: 0.101918 loss_giou: 0.480531 loss_class_aux: 4.142977 loss_bbox_aux: 0.684733 loss_giou_aux: 2.981919 loss_class_dn: 0.326598 loss_bbox_dn: 0.093881 loss_giou_dn: 0.351715 loss_class_aux_dn: 1.789511 loss_bbox_aux_dn: 0.589838 loss_giou_aux_dn: 2.019745 loss: 14.432506 eta: 33 days, 12:59:37 batch_cost: 1.0346 data_cost: 0.1573 ips: 7.7322 images/s [07/27 12:08:28] ppdet.engine INFO: Epoch: [11] [38900/54024] learning_rate: 0.000100 loss_class: 0.699327 loss_bbox: 0.120579 loss_giou: 0.500030 loss_class_aux: 4.379827 loss_bbox_aux: 0.788075 loss_giou_aux: 3.147550 loss_class_dn: 0.359813 loss_bbox_dn: 0.106314 loss_giou_dn: 0.382189 loss_class_aux_dn: 1.946461 loss_bbox_aux_dn: 0.648578 loss_giou_aux_dn: 2.202322 loss: 15.876807 eta: 33 days, 12:56:46 batch_cost: 0.8393 data_cost: 0.0337 ips: 9.5320 images/s [07/27 12:09:54] ppdet.engine INFO: Epoch: [11] [39000/54024] learning_rate: 0.000100 loss_class: 0.696868 loss_bbox: 0.111890 loss_giou: 0.515709 loss_class_aux: 4.281854 loss_bbox_aux: 0.733853 loss_giou_aux: 3.186200 loss_class_dn: 0.346881 loss_bbox_dn: 0.098861 loss_giou_dn: 0.385177 loss_class_aux_dn: 1.877260 loss_bbox_aux_dn: 0.603431 loss_giou_aux_dn: 2.158070 loss: 15.153100 eta: 33 days, 12:53:13 batch_cost: 0.8135 data_cost: 0.0010 ips: 9.8339 images/s [07/27 12:11:16] ppdet.engine INFO: Epoch: [11] [39100/54024] learning_rate: 0.000100 loss_class: 0.696914 loss_bbox: 0.117796 loss_giou: 0.508280 loss_class_aux: 4.368056 loss_bbox_aux: 0.758961 loss_giou_aux: 3.112106 loss_class_dn: 0.362790 loss_bbox_dn: 0.104390 loss_giou_dn: 0.381148 loss_class_aux_dn: 1.958538 loss_bbox_aux_dn: 0.646903 loss_giou_aux_dn: 2.189859 loss: 15.770093 eta: 33 days, 12:48:50 batch_cost: 0.7818 data_cost: 0.0014 ips: 10.2334 images/s [07/27 12:12:46] ppdet.engine INFO: Epoch: [11] [39200/54024] learning_rate: 0.000100 loss_class: 0.691423 loss_bbox: 0.114344 loss_giou: 0.435895 loss_class_aux: 4.286178 loss_bbox_aux: 0.755560 loss_giou_aux: 2.745125 loss_class_dn: 0.334199 loss_bbox_dn: 0.109059 loss_giou_dn: 0.350932 loss_class_aux_dn: 1.808549 loss_bbox_aux_dn: 0.651239 loss_giou_aux_dn: 2.017825 loss: 14.187237 eta: 33 days, 12:46:21 batch_cost: 0.8527 data_cost: 0.0055 ips: 9.3818 images/s [07/27 12:14:18] ppdet.engine INFO: Epoch: [11] [39300/54024] learning_rate: 0.000100 loss_class: 0.707901 loss_bbox: 0.117325 loss_giou: 0.479122 loss_class_aux: 4.401010 loss_bbox_aux: 0.761100 loss_giou_aux: 3.017602 loss_class_dn: 0.346184 loss_bbox_dn: 0.099250 loss_giou_dn: 0.355971 loss_class_aux_dn: 1.878679 loss_bbox_aux_dn: 0.608529 loss_giou_aux_dn: 2.084201 loss: 14.727224 eta: 33 days, 12:44:25 batch_cost: 0.8730 data_cost: 0.0621 ips: 9.1634 images/s [07/27 12:15:38] ppdet.engine INFO: Epoch: [11] [39400/54024] learning_rate: 0.000100 loss_class: 0.668331 loss_bbox: 0.108711 loss_giou: 0.510243 loss_class_aux: 4.182738 loss_bbox_aux: 0.694212 loss_giou_aux: 3.181333 loss_class_dn: 0.359918 loss_bbox_dn: 0.102352 loss_giou_dn: 0.384707 loss_class_aux_dn: 1.920379 loss_bbox_aux_dn: 0.611574 loss_giou_aux_dn: 2.191829 loss: 15.362525 eta: 33 days, 12:39:17 batch_cost: 0.7545 data_cost: 0.0011 ips: 10.6026 images/s [07/27 12:17:07] ppdet.engine INFO: Epoch: [11] [39500/54024] learning_rate: 0.000100 loss_class: 0.663895 loss_bbox: 0.107699 loss_giou: 0.470061 loss_class_aux: 4.081562 loss_bbox_aux: 0.682694 loss_giou_aux: 2.956466 loss_class_dn: 0.336054 loss_bbox_dn: 0.095587 loss_giou_dn: 0.359648 loss_class_aux_dn: 1.810377 loss_bbox_aux_dn: 0.595476 loss_giou_aux_dn: 2.069511 loss: 14.674551 eta: 33 days, 12:36:39 batch_cost: 0.8467 data_cost: 0.0009 ips: 9.4482 images/s [07/27 12:18:46] ppdet.engine INFO: Epoch: [11] [39600/54024] learning_rate: 0.000100 loss_class: 0.687318 loss_bbox: 0.110561 loss_giou: 0.518454 loss_class_aux: 4.324080 loss_bbox_aux: 0.701336 loss_giou_aux: 3.178062 loss_class_dn: 0.350090 loss_bbox_dn: 0.102340 loss_giou_dn: 0.388301 loss_class_aux_dn: 1.888950 loss_bbox_aux_dn: 0.623352 loss_giou_aux_dn: 2.192412 loss: 15.436759 eta: 33 days, 12:36:40 batch_cost: 0.9456 data_cost: 0.0012 ips: 8.4606 images/s [07/27 12:20:14] ppdet.engine INFO: Epoch: [11] [39700/54024] learning_rate: 0.000100 loss_class: 0.711207 loss_bbox: 0.109957 loss_giou: 0.503371 loss_class_aux: 4.387841 loss_bbox_aux: 0.724660 loss_giou_aux: 3.131356 loss_class_dn: 0.340025 loss_bbox_dn: 0.096167 loss_giou_dn: 0.375503 loss_class_aux_dn: 1.834211 loss_bbox_aux_dn: 0.608275 loss_giou_aux_dn: 2.117727 loss: 15.120729 eta: 33 days, 12:33:49 batch_cost: 0.8384 data_cost: 0.0010 ips: 9.5418 images/s [07/27 12:21:39] ppdet.engine INFO: Epoch: [11] [39800/54024] learning_rate: 0.000100 loss_class: 0.676633 loss_bbox: 0.110677 loss_giou: 0.467008 loss_class_aux: 4.257737 loss_bbox_aux: 0.713013 loss_giou_aux: 2.976956 loss_class_dn: 0.339882 loss_bbox_dn: 0.105329 loss_giou_dn: 0.371071 loss_class_aux_dn: 1.832033 loss_bbox_aux_dn: 0.651323 loss_giou_aux_dn: 2.134970 loss: 15.359352 eta: 33 days, 12:29:53 batch_cost: 0.7986 data_cost: 0.0010 ips: 10.0175 images/s [07/27 12:23:08] ppdet.engine INFO: Epoch: [11] [39900/54024] learning_rate: 0.000100 loss_class: 0.691879 loss_bbox: 0.107775 loss_giou: 0.511493 loss_class_aux: 4.283612 loss_bbox_aux: 0.723425 loss_giou_aux: 3.164965 loss_class_dn: 0.353818 loss_bbox_dn: 0.096116 loss_giou_dn: 0.375572 loss_class_aux_dn: 1.918044 loss_bbox_aux_dn: 0.612436 loss_giou_aux_dn: 2.168321 loss: 15.672547 eta: 33 days, 12:27:10 batch_cost: 0.8435 data_cost: 0.0010 ips: 9.4846 images/s [07/27 12:24:44] ppdet.engine INFO: Epoch: [11] [40000/54024] learning_rate: 0.000100 loss_class: 0.646751 loss_bbox: 0.105043 loss_giou: 0.441679 loss_class_aux: 4.025244 loss_bbox_aux: 0.656611 loss_giou_aux: 2.730018 loss_class_dn: 0.317777 loss_bbox_dn: 0.098869 loss_giou_dn: 0.322901 loss_class_aux_dn: 1.704220 loss_bbox_aux_dn: 0.602709 loss_giou_aux_dn: 1.908863 loss: 13.844643 eta: 33 days, 12:26:18 batch_cost: 0.9126 data_cost: 0.0057 ips: 8.7666 images/s [07/27 12:26:05] ppdet.engine INFO: Epoch: [11] [40100/54024] learning_rate: 0.000100 loss_class: 0.675889 loss_bbox: 0.102806 loss_giou: 0.475788 loss_class_aux: 4.216097 loss_bbox_aux: 0.681776 loss_giou_aux: 3.001917 loss_class_dn: 0.335428 loss_bbox_dn: 0.102507 loss_giou_dn: 0.367010 loss_class_aux_dn: 1.801204 loss_bbox_aux_dn: 0.624819 loss_giou_aux_dn: 2.079379 loss: 14.417279 eta: 33 days, 12:21:42 batch_cost: 0.7734 data_cost: 0.0013 ips: 10.3440 images/s [07/27 12:27:38] ppdet.engine INFO: Epoch: [11] [40200/54024] learning_rate: 0.000100 loss_class: 0.678162 loss_bbox: 0.108300 loss_giou: 0.502775 loss_class_aux: 4.181134 loss_bbox_aux: 0.695561 loss_giou_aux: 3.211181 loss_class_dn: 0.348167 loss_bbox_dn: 0.092528 loss_giou_dn: 0.391360 loss_class_aux_dn: 1.929178 loss_bbox_aux_dn: 0.583024 loss_giou_aux_dn: 2.189794 loss: 15.218048 eta: 33 days, 12:19:50 batch_cost: 0.8755 data_cost: 0.0423 ips: 9.1380 images/s [07/27 12:29:08] ppdet.engine INFO: Epoch: [11] [40300/54024] learning_rate: 0.000100 loss_class: 0.717837 loss_bbox: 0.113373 loss_giou: 0.514696 loss_class_aux: 4.477733 loss_bbox_aux: 0.739796 loss_giou_aux: 3.186756 loss_class_dn: 0.356480 loss_bbox_dn: 0.100308 loss_giou_dn: 0.384712 loss_class_aux_dn: 1.924654 loss_bbox_aux_dn: 0.629249 loss_giou_aux_dn: 2.226051 loss: 15.515397 eta: 33 days, 12:17:38 batch_cost: 0.8625 data_cost: 0.0096 ips: 9.2755 images/s [07/27 12:30:39] ppdet.engine INFO: Epoch: [11] [40400/54024] learning_rate: 0.000100 loss_class: 0.651305 loss_bbox: 0.106697 loss_giou: 0.490638 loss_class_aux: 4.076643 loss_bbox_aux: 0.690141 loss_giou_aux: 3.059507 loss_class_dn: 0.338629 loss_bbox_dn: 0.101082 loss_giou_dn: 0.378584 loss_class_aux_dn: 1.832371 loss_bbox_aux_dn: 0.606415 loss_giou_aux_dn: 2.135949 loss: 15.183757 eta: 33 days, 12:15:27 batch_cost: 0.8638 data_cost: 0.0010 ips: 9.2610 images/s [07/27 12:32:11] ppdet.engine INFO: Epoch: [11] [40500/54024] learning_rate: 0.000100 loss_class: 0.746905 loss_bbox: 0.119406 loss_giou: 0.587778 loss_class_aux: 4.608518 loss_bbox_aux: 0.763942 loss_giou_aux: 3.681534 loss_class_dn: 0.373092 loss_bbox_dn: 0.109270 loss_giou_dn: 0.421837 loss_class_aux_dn: 2.017601 loss_bbox_aux_dn: 0.666105 loss_giou_aux_dn: 2.393960 loss: 16.742003 eta: 33 days, 12:13:21 batch_cost: 0.8664 data_cost: 0.0272 ips: 9.2338 images/s [07/27 12:33:41] ppdet.engine INFO: Epoch: [11] [40600/54024] learning_rate: 0.000100 loss_class: 0.703270 loss_bbox: 0.110861 loss_giou: 0.490886 loss_class_aux: 4.308496 loss_bbox_aux: 0.718514 loss_giou_aux: 3.127167 loss_class_dn: 0.342823 loss_bbox_dn: 0.096920 loss_giou_dn: 0.369790 loss_class_aux_dn: 1.870190 loss_bbox_aux_dn: 0.603874 loss_giou_aux_dn: 2.123919 loss: 15.328349 eta: 33 days, 12:10:52 batch_cost: 0.8521 data_cost: 0.0144 ips: 9.3884 images/s [07/27 12:35:04] ppdet.engine INFO: Epoch: [11] [40700/54024] learning_rate: 0.000100 loss_class: 0.675464 loss_bbox: 0.105639 loss_giou: 0.513318 loss_class_aux: 4.287398 loss_bbox_aux: 0.681582 loss_giou_aux: 3.166310 loss_class_dn: 0.353878 loss_bbox_dn: 0.089500 loss_giou_dn: 0.381284 loss_class_aux_dn: 1.899965 loss_bbox_aux_dn: 0.546984 loss_giou_aux_dn: 2.162746 loss: 15.242496 eta: 33 days, 12:06:39 batch_cost: 0.7867 data_cost: 0.0010 ips: 10.1687 images/s [07/27 12:36:32] ppdet.engine INFO: Epoch: [11] [40800/54024] learning_rate: 0.000100 loss_class: 0.682932 loss_bbox: 0.106484 loss_giou: 0.469259 loss_class_aux: 4.269463 loss_bbox_aux: 0.704213 loss_giou_aux: 2.941822 loss_class_dn: 0.326211 loss_bbox_dn: 0.098152 loss_giou_dn: 0.355331 loss_class_aux_dn: 1.809336 loss_bbox_aux_dn: 0.602904 loss_giou_aux_dn: 2.024618 loss: 14.258874 eta: 33 days, 12:03:36 batch_cost: 0.8310 data_cost: 0.0011 ips: 9.6273 images/s [07/27 12:38:02] ppdet.engine INFO: Epoch: [11] [40900/54024] learning_rate: 0.000100 loss_class: 0.698400 loss_bbox: 0.112732 loss_giou: 0.474779 loss_class_aux: 4.350079 loss_bbox_aux: 0.727598 loss_giou_aux: 3.002173 loss_class_dn: 0.347551 loss_bbox_dn: 0.102196 loss_giou_dn: 0.372024 loss_class_aux_dn: 1.922582 loss_bbox_aux_dn: 0.639941 loss_giou_aux_dn: 2.096077 loss: 15.271957 eta: 33 days, 12:01:05 batch_cost: 0.8505 data_cost: 0.0011 ips: 9.4061 images/s [07/27 12:39:26] ppdet.engine INFO: Epoch: [11] [41000/54024] learning_rate: 0.000100 loss_class: 0.686512 loss_bbox: 0.112488 loss_giou: 0.481419 loss_class_aux: 4.226500 loss_bbox_aux: 0.733412 loss_giou_aux: 2.982285 loss_class_dn: 0.337396 loss_bbox_dn: 0.101792 loss_giou_dn: 0.349378 loss_class_aux_dn: 1.841897 loss_bbox_aux_dn: 0.628809 loss_giou_aux_dn: 2.005999 loss: 14.665372 eta: 33 days, 11:57:12 batch_cost: 0.7995 data_cost: 0.0010 ips: 10.0062 images/s [07/27 12:40:51] ppdet.engine INFO: Epoch: [11] [41100/54024] learning_rate: 0.000100 loss_class: 0.666543 loss_bbox: 0.104035 loss_giou: 0.430077 loss_class_aux: 4.182031 loss_bbox_aux: 0.685206 loss_giou_aux: 2.687733 loss_class_dn: 0.334689 loss_bbox_dn: 0.098092 loss_giou_dn: 0.349929 loss_class_aux_dn: 1.813393 loss_bbox_aux_dn: 0.611881 loss_giou_aux_dn: 1.997639 loss: 14.305891 eta: 33 days, 11:53:19 batch_cost: 0.7995 data_cost: 0.0012 ips: 10.0062 images/s [07/27 12:42:29] ppdet.engine INFO: Epoch: [11] [41200/54024] learning_rate: 0.000100 loss_class: 0.705125 loss_bbox: 0.113117 loss_giou: 0.497474 loss_class_aux: 4.433802 loss_bbox_aux: 0.744178 loss_giou_aux: 3.121051 loss_class_dn: 0.343165 loss_bbox_dn: 0.105627 loss_giou_dn: 0.362593 loss_class_aux_dn: 1.844857 loss_bbox_aux_dn: 0.645624 loss_giou_aux_dn: 2.078993 loss: 14.842441 eta: 33 days, 11:53:06 batch_cost: 0.9368 data_cost: 0.0952 ips: 8.5398 images/s [07/27 12:44:04] ppdet.engine INFO: Epoch: [11] [41300/54024] learning_rate: 0.000100 loss_class: 0.689930 loss_bbox: 0.105064 loss_giou: 0.489663 loss_class_aux: 4.249142 loss_bbox_aux: 0.691286 loss_giou_aux: 3.031752 loss_class_dn: 0.354469 loss_bbox_dn: 0.096845 loss_giou_dn: 0.367159 loss_class_aux_dn: 1.936049 loss_bbox_aux_dn: 0.603681 loss_giou_aux_dn: 2.119364 loss: 15.286762 eta: 33 days, 11:51:56 batch_cost: 0.9009 data_cost: 0.0010 ips: 8.8803 images/s [07/27 12:45:36] ppdet.engine INFO: Epoch: [11] [41400/54024] learning_rate: 0.000100 loss_class: 0.675358 loss_bbox: 0.113906 loss_giou: 0.503530 loss_class_aux: 4.239162 loss_bbox_aux: 0.723061 loss_giou_aux: 3.164775 loss_class_dn: 0.343917 loss_bbox_dn: 0.103959 loss_giou_dn: 0.391305 loss_class_aux_dn: 1.858846 loss_bbox_aux_dn: 0.634925 loss_giou_aux_dn: 2.214974 loss: 15.263845 eta: 33 days, 11:50:03 batch_cost: 0.8747 data_cost: 0.0010 ips: 9.1464 images/s [07/27 12:47:03] ppdet.engine INFO: Epoch: [11] [41500/54024] learning_rate: 0.000100 loss_class: 0.704853 loss_bbox: 0.109092 loss_giou: 0.503395 loss_class_aux: 4.296932 loss_bbox_aux: 0.725777 loss_giou_aux: 3.106876 loss_class_dn: 0.350326 loss_bbox_dn: 0.104215 loss_giou_dn: 0.368317 loss_class_aux_dn: 1.890949 loss_bbox_aux_dn: 0.639070 loss_giou_aux_dn: 2.147509 loss: 15.175122 eta: 33 days, 11:46:36 batch_cost: 0.8155 data_cost: 0.0010 ips: 9.8104 images/s [07/27 12:48:39] ppdet.engine INFO: Epoch: [11] [41600/54024] learning_rate: 0.000100 loss_class: 0.696188 loss_bbox: 0.110944 loss_giou: 0.511684 loss_class_aux: 4.310450 loss_bbox_aux: 0.725991 loss_giou_aux: 3.262833 loss_class_dn: 0.348726 loss_bbox_dn: 0.093326 loss_giou_dn: 0.377419 loss_class_aux_dn: 1.883107 loss_bbox_aux_dn: 0.582284 loss_giou_aux_dn: 2.143399 loss: 15.336875 eta: 33 days, 11:45:34 batch_cost: 0.9060 data_cost: 0.0882 ips: 8.8298 images/s [07/27 12:50:13] ppdet.engine INFO: Epoch: [11] [41700/54024] learning_rate: 0.000100 loss_class: 0.703107 loss_bbox: 0.103880 loss_giou: 0.461112 loss_class_aux: 4.470985 loss_bbox_aux: 0.675201 loss_giou_aux: 2.864581 loss_class_dn: 0.333159 loss_bbox_dn: 0.092357 loss_giou_dn: 0.352013 loss_class_aux_dn: 1.782006 loss_bbox_aux_dn: 0.586695 loss_giou_aux_dn: 2.044164 loss: 14.332751 eta: 33 days, 11:44:28 batch_cost: 0.9037 data_cost: 0.0011 ips: 8.8522 images/s [07/27 12:51:41] ppdet.engine INFO: Epoch: [11] [41800/54024] learning_rate: 0.000100 loss_class: 0.714369 loss_bbox: 0.111129 loss_giou: 0.468982 loss_class_aux: 4.470131 loss_bbox_aux: 0.712981 loss_giou_aux: 2.932438 loss_class_dn: 0.335825 loss_bbox_dn: 0.107114 loss_giou_dn: 0.361019 loss_class_aux_dn: 1.821209 loss_bbox_aux_dn: 0.659889 loss_giou_aux_dn: 2.061046 loss: 14.947289 eta: 33 days, 11:41:28 batch_cost: 0.8320 data_cost: 0.0075 ips: 9.6159 images/s [07/27 12:53:02] ppdet.engine INFO: Epoch: [11] [41900/54024] learning_rate: 0.000100 loss_class: 0.666194 loss_bbox: 0.105575 loss_giou: 0.456499 loss_class_aux: 4.178760 loss_bbox_aux: 0.708688 loss_giou_aux: 2.866800 loss_class_dn: 0.332529 loss_bbox_dn: 0.096440 loss_giou_dn: 0.339871 loss_class_aux_dn: 1.788108 loss_bbox_aux_dn: 0.612418 loss_giou_aux_dn: 1.944373 loss: 14.473243 eta: 33 days, 11:36:43 batch_cost: 0.7665 data_cost: 0.0010 ips: 10.4366 images/s [07/27 12:54:27] ppdet.engine INFO: Epoch: [11] [42000/54024] learning_rate: 0.000100 loss_class: 0.677902 loss_bbox: 0.103322 loss_giou: 0.462239 loss_class_aux: 4.260544 loss_bbox_aux: 0.691004 loss_giou_aux: 2.858015 loss_class_dn: 0.333613 loss_bbox_dn: 0.098483 loss_giou_dn: 0.353380 loss_class_aux_dn: 1.835475 loss_bbox_aux_dn: 0.606949 loss_giou_aux_dn: 2.024692 loss: 14.467454 eta: 33 days, 11:32:48 batch_cost: 0.7970 data_cost: 0.0010 ips: 10.0372 images/s [07/27 12:56:13] ppdet.engine INFO: Epoch: [11] [42100/54024] learning_rate: 0.000100 loss_class: 0.699026 loss_bbox: 0.108912 loss_giou: 0.482304 loss_class_aux: 4.318791 loss_bbox_aux: 0.732439 loss_giou_aux: 3.025945 loss_class_dn: 0.338106 loss_bbox_dn: 0.100448 loss_giou_dn: 0.374894 loss_class_aux_dn: 1.849358 loss_bbox_aux_dn: 0.619753 loss_giou_aux_dn: 2.096552 loss: 14.645813 eta: 33 days, 11:34:42 batch_cost: 1.0166 data_cost: 0.0630 ips: 7.8693 images/s [07/27 12:57:50] ppdet.engine INFO: Epoch: [11] [42200/54024] learning_rate: 0.000100 loss_class: 0.673561 loss_bbox: 0.105716 loss_giou: 0.513338 loss_class_aux: 4.140645 loss_bbox_aux: 0.701959 loss_giou_aux: 3.222243 loss_class_dn: 0.354491 loss_bbox_dn: 0.097154 loss_giou_dn: 0.371993 loss_class_aux_dn: 1.942164 loss_bbox_aux_dn: 0.595334 loss_giou_aux_dn: 2.115474 loss: 15.333658 eta: 33 days, 11:34:03 batch_cost: 0.9208 data_cost: 0.0010 ips: 8.6882 images/s [07/27 12:59:13] ppdet.engine INFO: Epoch: [11] [42300/54024] learning_rate: 0.000100 loss_class: 0.735319 loss_bbox: 0.120596 loss_giou: 0.520833 loss_class_aux: 4.519517 loss_bbox_aux: 0.773838 loss_giou_aux: 3.207821 loss_class_dn: 0.360260 loss_bbox_dn: 0.104212 loss_giou_dn: 0.389481 loss_class_aux_dn: 1.949342 loss_bbox_aux_dn: 0.639238 loss_giou_aux_dn: 2.235385 loss: 15.708940 eta: 33 days, 11:29:48 batch_cost: 0.7845 data_cost: 0.0010 ips: 10.1979 images/s [07/27 13:00:50] ppdet.engine INFO: Epoch: [11] [42400/54024] learning_rate: 0.000100 loss_class: 0.706812 loss_bbox: 0.103338 loss_giou: 0.454891 loss_class_aux: 4.400892 loss_bbox_aux: 0.684306 loss_giou_aux: 2.899182 loss_class_dn: 0.337876 loss_bbox_dn: 0.102789 loss_giou_dn: 0.350125 loss_class_aux_dn: 1.829713 loss_bbox_aux_dn: 0.621310 loss_giou_aux_dn: 2.013235 loss: 14.693778 eta: 33 days, 11:29:06 batch_cost: 0.9192 data_cost: 0.0010 ips: 8.7029 images/s [07/27 13:02:27] ppdet.engine INFO: Epoch: [11] [42500/54024] learning_rate: 0.000100 loss_class: 0.727335 loss_bbox: 0.113473 loss_giou: 0.508828 loss_class_aux: 4.549412 loss_bbox_aux: 0.740123 loss_giou_aux: 3.138519 loss_class_dn: 0.355446 loss_bbox_dn: 0.105010 loss_giou_dn: 0.375124 loss_class_aux_dn: 1.919788 loss_bbox_aux_dn: 0.633297 loss_giou_aux_dn: 2.130973 loss: 15.595744 eta: 33 days, 11:28:20 batch_cost: 0.9159 data_cost: 0.0012 ips: 8.7342 images/s [07/27 13:03:56] ppdet.engine INFO: Epoch: [11] [42600/54024] learning_rate: 0.000100 loss_class: 0.677262 loss_bbox: 0.105402 loss_giou: 0.439945 loss_class_aux: 4.118450 loss_bbox_aux: 0.695581 loss_giou_aux: 2.734892 loss_class_dn: 0.319912 loss_bbox_dn: 0.103347 loss_giou_dn: 0.339743 loss_class_aux_dn: 1.711195 loss_bbox_aux_dn: 0.619439 loss_giou_aux_dn: 1.959540 loss: 14.086438 eta: 33 days, 11:25:43 batch_cost: 0.8465 data_cost: 0.0020 ips: 9.4504 images/s [07/27 13:05:29] ppdet.engine INFO: Epoch: [11] [42700/54024] learning_rate: 0.000100 loss_class: 0.685619 loss_bbox: 0.110901 loss_giou: 0.489088 loss_class_aux: 4.202542 loss_bbox_aux: 0.714584 loss_giou_aux: 3.136539 loss_class_dn: 0.339513 loss_bbox_dn: 0.103737 loss_giou_dn: 0.366992 loss_class_aux_dn: 1.774602 loss_bbox_aux_dn: 0.666027 loss_giou_aux_dn: 2.094431 loss: 14.754130 eta: 33 days, 11:24:09 batch_cost: 0.8858 data_cost: 0.0010 ips: 9.0310 images/s [07/27 13:07:08] ppdet.engine INFO: Epoch: [11] [42800/54024] learning_rate: 0.000100 loss_class: 0.672169 loss_bbox: 0.101378 loss_giou: 0.449295 loss_class_aux: 4.192044 loss_bbox_aux: 0.676002 loss_giou_aux: 2.832451 loss_class_dn: 0.330969 loss_bbox_dn: 0.099971 loss_giou_dn: 0.341546 loss_class_aux_dn: 1.807758 loss_bbox_aux_dn: 0.623017 loss_giou_aux_dn: 1.966887 loss: 13.800842 eta: 33 days, 11:23:51 batch_cost: 0.9337 data_cost: 0.0020 ips: 8.5680 images/s [07/27 13:08:34] ppdet.engine INFO: Epoch: [11] [42900/54024] learning_rate: 0.000100 loss_class: 0.718829 loss_bbox: 0.120013 loss_giou: 0.488018 loss_class_aux: 4.422435 loss_bbox_aux: 0.776424 loss_giou_aux: 3.047058 loss_class_dn: 0.339411 loss_bbox_dn: 0.108809 loss_giou_dn: 0.373991 loss_class_aux_dn: 1.875941 loss_bbox_aux_dn: 0.655575 loss_giou_aux_dn: 2.178086 loss: 15.397670 eta: 33 days, 11:20:24 batch_cost: 0.8147 data_cost: 0.0152 ips: 9.8200 images/s [07/27 13:10:06] ppdet.engine INFO: Epoch: [11] [43000/54024] learning_rate: 0.000100 loss_class: 0.704612 loss_bbox: 0.113215 loss_giou: 0.527025 loss_class_aux: 4.288797 loss_bbox_aux: 0.723946 loss_giou_aux: 3.236639 loss_class_dn: 0.350307 loss_bbox_dn: 0.099835 loss_giou_dn: 0.382856 loss_class_aux_dn: 1.892115 loss_bbox_aux_dn: 0.630602 loss_giou_aux_dn: 2.169347 loss: 15.135145 eta: 33 days, 11:18:39 batch_cost: 0.8792 data_cost: 0.0309 ips: 9.0989 images/s [07/27 13:11:36] ppdet.engine INFO: Epoch: [11] [43100/54024] learning_rate: 0.000100 loss_class: 0.708402 loss_bbox: 0.118164 loss_giou: 0.502946 loss_class_aux: 4.414985 loss_bbox_aux: 0.769349 loss_giou_aux: 3.175935 loss_class_dn: 0.353567 loss_bbox_dn: 0.109230 loss_giou_dn: 0.383567 loss_class_aux_dn: 1.898461 loss_bbox_aux_dn: 0.681878 loss_giou_aux_dn: 2.183893 loss: 15.336918 eta: 33 days, 11:16:14 batch_cost: 0.8539 data_cost: 0.0027 ips: 9.3692 images/s [07/27 13:13:04] ppdet.engine INFO: Epoch: [11] [43200/54024] learning_rate: 0.000100 loss_class: 0.657722 loss_bbox: 0.103562 loss_giou: 0.495157 loss_class_aux: 4.155729 loss_bbox_aux: 0.658646 loss_giou_aux: 3.079445 loss_class_dn: 0.331058 loss_bbox_dn: 0.100996 loss_giou_dn: 0.376088 loss_class_aux_dn: 1.758413 loss_bbox_aux_dn: 0.614618 loss_giou_aux_dn: 2.153385 loss: 14.615819 eta: 33 days, 11:13:08 batch_cost: 0.8274 data_cost: 0.0010 ips: 9.6690 images/s [07/27 13:14:31] ppdet.engine INFO: Epoch: [11] [43300/54024] learning_rate: 0.000100 loss_class: 0.718799 loss_bbox: 0.112617 loss_giou: 0.525479 loss_class_aux: 4.488966 loss_bbox_aux: 0.726085 loss_giou_aux: 3.300921 loss_class_dn: 0.355866 loss_bbox_dn: 0.098459 loss_giou_dn: 0.390380 loss_class_aux_dn: 1.940675 loss_bbox_aux_dn: 0.604955 loss_giou_aux_dn: 2.241532 loss: 15.967635 eta: 33 days, 11:09:51 batch_cost: 0.8214 data_cost: 0.0010 ips: 9.7392 images/s [07/27 13:16:04] ppdet.engine INFO: Epoch: [11] [43400/54024] learning_rate: 0.000100 loss_class: 0.678426 loss_bbox: 0.107371 loss_giou: 0.504476 loss_class_aux: 4.274220 loss_bbox_aux: 0.696138 loss_giou_aux: 3.185798 loss_class_dn: 0.356400 loss_bbox_dn: 0.092837 loss_giou_dn: 0.391306 loss_class_aux_dn: 1.919653 loss_bbox_aux_dn: 0.576546 loss_giou_aux_dn: 2.208966 loss: 15.231057 eta: 33 days, 11:08:18 batch_cost: 0.8864 data_cost: 0.0636 ips: 9.0253 images/s [07/27 13:17:33] ppdet.engine INFO: Epoch: [11] [43500/54024] learning_rate: 0.000100 loss_class: 0.720096 loss_bbox: 0.116800 loss_giou: 0.517706 loss_class_aux: 4.483763 loss_bbox_aux: 0.763465 loss_giou_aux: 3.216674 loss_class_dn: 0.363837 loss_bbox_dn: 0.102080 loss_giou_dn: 0.382636 loss_class_aux_dn: 1.958838 loss_bbox_aux_dn: 0.663436 loss_giou_aux_dn: 2.220218 loss: 15.894808 eta: 33 days, 11:05:32 batch_cost: 0.8398 data_cost: 0.0010 ips: 9.5259 images/s [07/27 13:19:03] ppdet.engine INFO: Epoch: [11] [43600/54024] learning_rate: 0.000100 loss_class: 0.657945 loss_bbox: 0.096918 loss_giou: 0.448386 loss_class_aux: 4.035456 loss_bbox_aux: 0.646272 loss_giou_aux: 2.830940 loss_class_dn: 0.315511 loss_bbox_dn: 0.089466 loss_giou_dn: 0.340859 loss_class_aux_dn: 1.719084 loss_bbox_aux_dn: 0.554596 loss_giou_aux_dn: 1.928678 loss: 13.969951 eta: 33 days, 11:02:53 batch_cost: 0.8447 data_cost: 0.0010 ips: 9.4704 images/s [07/27 13:20:31] ppdet.engine INFO: Epoch: [11] [43700/54024] learning_rate: 0.000100 loss_class: 0.721206 loss_bbox: 0.110388 loss_giou: 0.487011 loss_class_aux: 4.441049 loss_bbox_aux: 0.728981 loss_giou_aux: 3.058107 loss_class_dn: 0.339552 loss_bbox_dn: 0.095851 loss_giou_dn: 0.366238 loss_class_aux_dn: 1.836685 loss_bbox_aux_dn: 0.587708 loss_giou_aux_dn: 2.098988 loss: 14.832981 eta: 33 days, 11:00:05 batch_cost: 0.8390 data_cost: 0.0010 ips: 9.5351 images/s [07/27 13:21:53] ppdet.engine INFO: Epoch: [11] [43800/54024] learning_rate: 0.000100 loss_class: 0.705385 loss_bbox: 0.111065 loss_giou: 0.457150 loss_class_aux: 4.397913 loss_bbox_aux: 0.716230 loss_giou_aux: 2.897084 loss_class_dn: 0.333763 loss_bbox_dn: 0.103559 loss_giou_dn: 0.350489 loss_class_aux_dn: 1.821992 loss_bbox_aux_dn: 0.618704 loss_giou_aux_dn: 2.012637 loss: 14.985142 eta: 33 days, 10:55:33 batch_cost: 0.7730 data_cost: 0.0010 ips: 10.3494 images/s [07/27 13:23:21] ppdet.engine INFO: Epoch: [11] [43900/54024] learning_rate: 0.000100 loss_class: 0.658498 loss_bbox: 0.104935 loss_giou: 0.463443 loss_class_aux: 4.131122 loss_bbox_aux: 0.682615 loss_giou_aux: 2.870869 loss_class_dn: 0.332969 loss_bbox_dn: 0.095757 loss_giou_dn: 0.354093 loss_class_aux_dn: 1.810575 loss_bbox_aux_dn: 0.598723 loss_giou_aux_dn: 2.050969 loss: 14.641033 eta: 33 days, 10:52:33 batch_cost: 0.8313 data_cost: 0.0083 ips: 9.6230 images/s [07/27 13:24:43] ppdet.engine INFO: Epoch: [11] [44000/54024] learning_rate: 0.000100 loss_class: 0.720110 loss_bbox: 0.111624 loss_giou: 0.513103 loss_class_aux: 4.486059 loss_bbox_aux: 0.728372 loss_giou_aux: 3.188733 loss_class_dn: 0.342408 loss_bbox_dn: 0.104084 loss_giou_dn: 0.381519 loss_class_aux_dn: 1.845307 loss_bbox_aux_dn: 0.650313 loss_giou_aux_dn: 2.193933 loss: 14.976487 eta: 33 days, 10:48:05 batch_cost: 0.7758 data_cost: 0.0010 ips: 10.3120 images/s [07/27 13:26:08] ppdet.engine INFO: Epoch: [11] [44100/54024] learning_rate: 0.000100 loss_class: 0.716649 loss_bbox: 0.108453 loss_giou: 0.512241 loss_class_aux: 4.465198 loss_bbox_aux: 0.696215 loss_giou_aux: 3.229049 loss_class_dn: 0.359327 loss_bbox_dn: 0.100176 loss_giou_dn: 0.370401 loss_class_aux_dn: 1.946346 loss_bbox_aux_dn: 0.621000 loss_giou_aux_dn: 2.119024 loss: 15.383690 eta: 33 days, 10:44:26 batch_cost: 0.8059 data_cost: 0.0184 ips: 9.9266 images/s [07/27 13:27:33] ppdet.engine INFO: Epoch: [11] [44200/54024] learning_rate: 0.000100 loss_class: 0.674570 loss_bbox: 0.097063 loss_giou: 0.467076 loss_class_aux: 4.244700 loss_bbox_aux: 0.643412 loss_giou_aux: 2.899881 loss_class_dn: 0.338153 loss_bbox_dn: 0.092557 loss_giou_dn: 0.352782 loss_class_aux_dn: 1.827269 loss_bbox_aux_dn: 0.582564 loss_giou_aux_dn: 2.029977 loss: 14.584832 eta: 33 days, 10:40:51 batch_cost: 0.8088 data_cost: 0.0011 ips: 9.8913 images/s [07/27 13:28:54] ppdet.engine INFO: Epoch: [11] [44300/54024] learning_rate: 0.000100 loss_class: 0.739612 loss_bbox: 0.113559 loss_giou: 0.518830 loss_class_aux: 4.604931 loss_bbox_aux: 0.733566 loss_giou_aux: 3.309772 loss_class_dn: 0.369402 loss_bbox_dn: 0.096874 loss_giou_dn: 0.381467 loss_class_aux_dn: 1.972548 loss_bbox_aux_dn: 0.608692 loss_giou_aux_dn: 2.186802 loss: 15.874581 eta: 33 days, 10:36:01 batch_cost: 0.7614 data_cost: 0.0011 ips: 10.5068 images/s [07/27 13:30:31] ppdet.engine INFO: Epoch: [11] [44400/54024] learning_rate: 0.000100 loss_class: 0.687900 loss_bbox: 0.106544 loss_giou: 0.468929 loss_class_aux: 4.319511 loss_bbox_aux: 0.707531 loss_giou_aux: 2.978440 loss_class_dn: 0.348157 loss_bbox_dn: 0.096519 loss_giou_dn: 0.365851 loss_class_aux_dn: 1.877052 loss_bbox_aux_dn: 0.591172 loss_giou_aux_dn: 2.089490 loss: 14.863312 eta: 33 days, 10:35:20 batch_cost: 0.9189 data_cost: 0.0010 ips: 8.7065 images/s [07/27 13:31:59] ppdet.engine INFO: Epoch: [11] [44500/54024] learning_rate: 0.000100 loss_class: 0.648962 loss_bbox: 0.104741 loss_giou: 0.468320 loss_class_aux: 4.122420 loss_bbox_aux: 0.683833 loss_giou_aux: 2.932342 loss_class_dn: 0.336376 loss_bbox_dn: 0.097808 loss_giou_dn: 0.358903 loss_class_aux_dn: 1.812677 loss_bbox_aux_dn: 0.609498 loss_giou_aux_dn: 2.080951 loss: 14.343754 eta: 33 days, 10:32:29 batch_cost: 0.8370 data_cost: 0.0533 ips: 9.5579 images/s [07/27 13:33:30] ppdet.engine INFO: Epoch: [11] [44600/54024] learning_rate: 0.000100 loss_class: 0.707816 loss_bbox: 0.115172 loss_giou: 0.490620 loss_class_aux: 4.474404 loss_bbox_aux: 0.750731 loss_giou_aux: 3.043082 loss_class_dn: 0.363524 loss_bbox_dn: 0.098006 loss_giou_dn: 0.363657 loss_class_aux_dn: 1.930971 loss_bbox_aux_dn: 0.637479 loss_giou_aux_dn: 2.087251 loss: 15.667355 eta: 33 days, 10:30:11 batch_cost: 0.8574 data_cost: 0.0010 ips: 9.3310 images/s [07/27 13:34:59] ppdet.engine INFO: Epoch: [11] [44700/54024] learning_rate: 0.000100 loss_class: 0.657156 loss_bbox: 0.104759 loss_giou: 0.458306 loss_class_aux: 4.075979 loss_bbox_aux: 0.697060 loss_giou_aux: 2.943480 loss_class_dn: 0.330687 loss_bbox_dn: 0.097657 loss_giou_dn: 0.347901 loss_class_aux_dn: 1.744064 loss_bbox_aux_dn: 0.618367 loss_giou_aux_dn: 1.981524 loss: 14.221726 eta: 33 days, 10:27:35 batch_cost: 0.8460 data_cost: 0.0403 ips: 9.4561 images/s [07/27 13:36:34] ppdet.engine INFO: Epoch: [11] [44800/54024] learning_rate: 0.000100 loss_class: 0.723046 loss_bbox: 0.112379 loss_giou: 0.540277 loss_class_aux: 4.448745 loss_bbox_aux: 0.724891 loss_giou_aux: 3.420416 loss_class_dn: 0.357223 loss_bbox_dn: 0.100948 loss_giou_dn: 0.395676 loss_class_aux_dn: 1.928869 loss_bbox_aux_dn: 0.613058 loss_giou_aux_dn: 2.248009 loss: 15.610882 eta: 33 days, 10:26:24 batch_cost: 0.8996 data_cost: 0.0532 ips: 8.8925 images/s [07/27 13:38:03] ppdet.engine INFO: Epoch: [11] [44900/54024] learning_rate: 0.000100 loss_class: 0.717152 loss_bbox: 0.112322 loss_giou: 0.531104 loss_class_aux: 4.434079 loss_bbox_aux: 0.737611 loss_giou_aux: 3.259671 loss_class_dn: 0.367598 loss_bbox_dn: 0.102133 loss_giou_dn: 0.389643 loss_class_aux_dn: 1.961155 loss_bbox_aux_dn: 0.623028 loss_giou_aux_dn: 2.229374 loss: 15.823798 eta: 33 days, 10:23:41 batch_cost: 0.8416 data_cost: 0.0011 ips: 9.5055 images/s [07/27 13:39:29] ppdet.engine INFO: Epoch: [11] [45000/54024] learning_rate: 0.000100 loss_class: 0.681296 loss_bbox: 0.108583 loss_giou: 0.528325 loss_class_aux: 4.244653 loss_bbox_aux: 0.726842 loss_giou_aux: 3.395809 loss_class_dn: 0.357020 loss_bbox_dn: 0.096296 loss_giou_dn: 0.397176 loss_class_aux_dn: 1.943218 loss_bbox_aux_dn: 0.600626 loss_giou_aux_dn: 2.271302 loss: 15.767699 eta: 33 days, 10:20:13 batch_cost: 0.8126 data_cost: 0.0010 ips: 9.8454 images/s [07/27 13:41:03] ppdet.engine INFO: Epoch: [11] [45100/54024] learning_rate: 0.000100 loss_class: 0.686431 loss_bbox: 0.107899 loss_giou: 0.449752 loss_class_aux: 4.351964 loss_bbox_aux: 0.733424 loss_giou_aux: 2.824326 loss_class_dn: 0.330452 loss_bbox_dn: 0.097853 loss_giou_dn: 0.346799 loss_class_aux_dn: 1.794350 loss_bbox_aux_dn: 0.595988 loss_giou_aux_dn: 1.971257 loss: 14.396554 eta: 33 days, 10:18:49 batch_cost: 0.8918 data_cost: 0.0710 ips: 8.9708 images/s [07/27 13:42:31] ppdet.engine INFO: Epoch: [11] [45200/54024] learning_rate: 0.000100 loss_class: 0.683055 loss_bbox: 0.107048 loss_giou: 0.490222 loss_class_aux: 4.273971 loss_bbox_aux: 0.719123 loss_giou_aux: 3.086895 loss_class_dn: 0.344342 loss_bbox_dn: 0.100846 loss_giou_dn: 0.368464 loss_class_aux_dn: 1.906283 loss_bbox_aux_dn: 0.633231 loss_giou_aux_dn: 2.087430 loss: 15.188347 eta: 33 days, 10:15:52 batch_cost: 0.8327 data_cost: 0.0013 ips: 9.6076 images/s [07/27 13:44:04] ppdet.engine INFO: Epoch: [11] [45300/54024] learning_rate: 0.000100 loss_class: 0.659705 loss_bbox: 0.101633 loss_giou: 0.480932 loss_class_aux: 4.114088 loss_bbox_aux: 0.677261 loss_giou_aux: 3.052766 loss_class_dn: 0.342026 loss_bbox_dn: 0.090806 loss_giou_dn: 0.351771 loss_class_aux_dn: 1.840489 loss_bbox_aux_dn: 0.572367 loss_giou_aux_dn: 2.003338 loss: 14.411715 eta: 33 days, 10:14:10 batch_cost: 0.8804 data_cost: 0.0010 ips: 9.0870 images/s [07/27 13:45:33] ppdet.engine INFO: Epoch: [11] [45400/54024] learning_rate: 0.000100 loss_class: 0.677281 loss_bbox: 0.109616 loss_giou: 0.516144 loss_class_aux: 4.227158 loss_bbox_aux: 0.706164 loss_giou_aux: 3.118850 loss_class_dn: 0.340357 loss_bbox_dn: 0.093918 loss_giou_dn: 0.355735 loss_class_aux_dn: 1.857971 loss_bbox_aux_dn: 0.581215 loss_giou_aux_dn: 2.068409 loss: 15.271035 eta: 33 days, 10:11:35 batch_cost: 0.8460 data_cost: 0.0010 ips: 9.4561 images/s [07/27 13:47:04] ppdet.engine INFO: Epoch: [11] [45500/54024] learning_rate: 0.000100 loss_class: 0.655799 loss_bbox: 0.105924 loss_giou: 0.512784 loss_class_aux: 4.120747 loss_bbox_aux: 0.693403 loss_giou_aux: 3.190001 loss_class_dn: 0.338638 loss_bbox_dn: 0.102768 loss_giou_dn: 0.381537 loss_class_aux_dn: 1.853341 loss_bbox_aux_dn: 0.631622 loss_giou_aux_dn: 2.148551 loss: 15.155507 eta: 33 days, 10:09:26 batch_cost: 0.8628 data_cost: 0.0534 ips: 9.2718 images/s [07/27 13:48:34] ppdet.engine INFO: Epoch: [11] [45600/54024] learning_rate: 0.000100 loss_class: 0.716613 loss_bbox: 0.109076 loss_giou: 0.506193 loss_class_aux: 4.411412 loss_bbox_aux: 0.718862 loss_giou_aux: 3.182583 loss_class_dn: 0.356949 loss_bbox_dn: 0.097857 loss_giou_dn: 0.381947 loss_class_aux_dn: 1.908803 loss_bbox_aux_dn: 0.613600 loss_giou_aux_dn: 2.192085 loss: 15.531130 eta: 33 days, 10:07:03 batch_cost: 0.8541 data_cost: 0.0010 ips: 9.3661 images/s [07/27 13:49:57] ppdet.engine INFO: Epoch: [11] [45700/54024] learning_rate: 0.000100 loss_class: 0.709344 loss_bbox: 0.113634 loss_giou: 0.529372 loss_class_aux: 4.389072 loss_bbox_aux: 0.725638 loss_giou_aux: 3.301055 loss_class_dn: 0.344866 loss_bbox_dn: 0.099568 loss_giou_dn: 0.397753 loss_class_aux_dn: 1.842207 loss_bbox_aux_dn: 0.612129 loss_giou_aux_dn: 2.275986 loss: 15.372038 eta: 33 days, 10:02:55 batch_cost: 0.7870 data_cost: 0.0023 ips: 10.1646 images/s [07/27 13:51:29] ppdet.engine INFO: Epoch: [11] [45800/54024] learning_rate: 0.000100 loss_class: 0.699053 loss_bbox: 0.101947 loss_giou: 0.454824 loss_class_aux: 4.326291 loss_bbox_aux: 0.701298 loss_giou_aux: 2.860355 loss_class_dn: 0.338053 loss_bbox_dn: 0.091509 loss_giou_dn: 0.340218 loss_class_aux_dn: 1.836331 loss_bbox_aux_dn: 0.577423 loss_giou_aux_dn: 1.959958 loss: 14.715587 eta: 33 days, 10:01:07 batch_cost: 0.8762 data_cost: 0.0010 ips: 9.1301 images/s [07/27 13:53:07] ppdet.engine INFO: Epoch: [11] [45900/54024] learning_rate: 0.000100 loss_class: 0.708729 loss_bbox: 0.112711 loss_giou: 0.485357 loss_class_aux: 4.379100 loss_bbox_aux: 0.729235 loss_giou_aux: 3.023131 loss_class_dn: 0.348291 loss_bbox_dn: 0.110952 loss_giou_dn: 0.373216 loss_class_aux_dn: 1.875587 loss_bbox_aux_dn: 0.656599 loss_giou_aux_dn: 2.111887 loss: 14.888132 eta: 33 days, 10:00:42 batch_cost: 0.9290 data_cost: 0.0553 ips: 8.6115 images/s [07/27 13:54:35] ppdet.engine INFO: Epoch: [11] [46000/54024] learning_rate: 0.000100 loss_class: 0.680632 loss_bbox: 0.102692 loss_giou: 0.498552 loss_class_aux: 4.196746 loss_bbox_aux: 0.663699 loss_giou_aux: 3.127373 loss_class_dn: 0.332286 loss_bbox_dn: 0.094111 loss_giou_dn: 0.365334 loss_class_aux_dn: 1.822333 loss_bbox_aux_dn: 0.584157 loss_giou_aux_dn: 2.085345 loss: 14.624371 eta: 33 days, 9:57:56 batch_cost: 0.8390 data_cost: 0.0010 ips: 9.5349 images/s [07/27 13:56:14] ppdet.engine INFO: Epoch: [11] [46100/54024] learning_rate: 0.000100 loss_class: 0.696412 loss_bbox: 0.106266 loss_giou: 0.474592 loss_class_aux: 4.271805 loss_bbox_aux: 0.697302 loss_giou_aux: 2.958592 loss_class_dn: 0.326080 loss_bbox_dn: 0.099865 loss_giou_dn: 0.360358 loss_class_aux_dn: 1.770865 loss_bbox_aux_dn: 0.628568 loss_giou_aux_dn: 2.078255 loss: 14.660480 eta: 33 days, 9:57:53 batch_cost: 0.9440 data_cost: 0.0010 ips: 8.4749 images/s [07/27 13:57:40] ppdet.engine INFO: Epoch: [11] [46200/54024] learning_rate: 0.000100 loss_class: 0.752591 loss_bbox: 0.111346 loss_giou: 0.500237 loss_class_aux: 4.619838 loss_bbox_aux: 0.743919 loss_giou_aux: 3.134940 loss_class_dn: 0.372565 loss_bbox_dn: 0.094910 loss_giou_dn: 0.386271 loss_class_aux_dn: 1.993543 loss_bbox_aux_dn: 0.612298 loss_giou_aux_dn: 2.235039 loss: 15.959303 eta: 33 days, 9:54:26 batch_cost: 0.8124 data_cost: 0.0010 ips: 9.8472 images/s [07/27 13:59:06] ppdet.engine INFO: Epoch: [11] [46300/54024] learning_rate: 0.000100 loss_class: 0.685962 loss_bbox: 0.103159 loss_giou: 0.442554 loss_class_aux: 4.237872 loss_bbox_aux: 0.671383 loss_giou_aux: 2.814882 loss_class_dn: 0.337785 loss_bbox_dn: 0.090261 loss_giou_dn: 0.357404 loss_class_aux_dn: 1.823076 loss_bbox_aux_dn: 0.576314 loss_giou_aux_dn: 2.066520 loss: 14.408163 eta: 33 days, 9:50:59 batch_cost: 0.8126 data_cost: 0.0011 ips: 9.8455 images/s [07/27 14:00:38] ppdet.engine INFO: Epoch: [11] [46400/54024] learning_rate: 0.000100 loss_class: 0.697809 loss_bbox: 0.102417 loss_giou: 0.452027 loss_class_aux: 4.416428 loss_bbox_aux: 0.680012 loss_giou_aux: 2.814893 loss_class_dn: 0.339884 loss_bbox_dn: 0.101490 loss_giou_dn: 0.355904 loss_class_aux_dn: 1.845028 loss_bbox_aux_dn: 0.625088 loss_giou_aux_dn: 2.084377 loss: 14.557804 eta: 33 days, 9:49:09 batch_cost: 0.8749 data_cost: 0.0010 ips: 9.1437 images/s [07/27 14:02:09] ppdet.engine INFO: Epoch: [11] [46500/54024] learning_rate: 0.000100 loss_class: 0.679696 loss_bbox: 0.106450 loss_giou: 0.452300 loss_class_aux: 4.174909 loss_bbox_aux: 0.699023 loss_giou_aux: 2.846546 loss_class_dn: 0.326164 loss_bbox_dn: 0.094980 loss_giou_dn: 0.342311 loss_class_aux_dn: 1.767866 loss_bbox_aux_dn: 0.590685 loss_giou_aux_dn: 1.933032 loss: 14.372492 eta: 33 days, 9:46:53 batch_cost: 0.8585 data_cost: 0.0011 ips: 9.3188 images/s [07/27 14:03:43] ppdet.engine INFO: Epoch: [11] [46600/54024] learning_rate: 0.000100 loss_class: 0.703717 loss_bbox: 0.111615 loss_giou: 0.507342 loss_class_aux: 4.346087 loss_bbox_aux: 0.729235 loss_giou_aux: 3.239748 loss_class_dn: 0.346891 loss_bbox_dn: 0.105222 loss_giou_dn: 0.395443 loss_class_aux_dn: 1.882670 loss_bbox_aux_dn: 0.618591 loss_giou_aux_dn: 2.265026 loss: 15.172390 eta: 33 days, 9:45:37 batch_cost: 0.8962 data_cost: 0.0781 ips: 8.9266 images/s [07/27 14:05:13] ppdet.engine INFO: Epoch: [11] [46700/54024] learning_rate: 0.000100 loss_class: 0.650097 loss_bbox: 0.107631 loss_giou: 0.494444 loss_class_aux: 4.027725 loss_bbox_aux: 0.690734 loss_giou_aux: 3.153674 loss_class_dn: 0.343503 loss_bbox_dn: 0.094949 loss_giou_dn: 0.380543 loss_class_aux_dn: 1.824368 loss_bbox_aux_dn: 0.604688 loss_giou_aux_dn: 2.167394 loss: 14.997394 eta: 33 days, 9:43:17 batch_cost: 0.8560 data_cost: 0.0010 ips: 9.3457 images/s [07/27 14:06:38] ppdet.engine INFO: Epoch: [11] [46800/54024] learning_rate: 0.000100 loss_class: 0.648172 loss_bbox: 0.110952 loss_giou: 0.477744 loss_class_aux: 4.067866 loss_bbox_aux: 0.716051 loss_giou_aux: 2.972466 loss_class_dn: 0.326830 loss_bbox_dn: 0.096371 loss_giou_dn: 0.360966 loss_class_aux_dn: 1.746187 loss_bbox_aux_dn: 0.587593 loss_giou_aux_dn: 2.070534 loss: 14.486440 eta: 33 days, 9:39:34 batch_cost: 0.8021 data_cost: 0.0015 ips: 9.9743 images/s [07/27 14:08:12] ppdet.engine INFO: Epoch: [11] [46900/54024] learning_rate: 0.000100 loss_class: 0.682353 loss_bbox: 0.111550 loss_giou: 0.473391 loss_class_aux: 4.338671 loss_bbox_aux: 0.724806 loss_giou_aux: 2.931826 loss_class_dn: 0.342934 loss_bbox_dn: 0.100659 loss_giou_dn: 0.339041 loss_class_aux_dn: 1.820969 loss_bbox_aux_dn: 0.610314 loss_giou_aux_dn: 1.968077 loss: 14.598277 eta: 33 days, 9:38:01 batch_cost: 0.8853 data_cost: 0.0010 ips: 9.0365 images/s [07/27 14:10:03] ppdet.engine INFO: Epoch: [11] [47000/54024] learning_rate: 0.000100 loss_class: 0.647251 loss_bbox: 0.104339 loss_giou: 0.476669 loss_class_aux: 4.007715 loss_bbox_aux: 0.677079 loss_giou_aux: 3.031263 loss_class_dn: 0.319911 loss_bbox_dn: 0.097175 loss_giou_dn: 0.356454 loss_class_aux_dn: 1.720645 loss_bbox_aux_dn: 0.593632 loss_giou_aux_dn: 2.019625 loss: 14.206668 eta: 33 days, 9:41:16 batch_cost: 1.0713 data_cost: 0.1716 ips: 7.4674 images/s [07/27 14:11:30] ppdet.engine INFO: Epoch: [11] [47100/54024] learning_rate: 0.000100 loss_class: 0.693348 loss_bbox: 0.110941 loss_giou: 0.514107 loss_class_aux: 4.339428 loss_bbox_aux: 0.740799 loss_giou_aux: 3.216842 loss_class_dn: 0.344648 loss_bbox_dn: 0.100364 loss_giou_dn: 0.392674 loss_class_aux_dn: 1.848313 loss_bbox_aux_dn: 0.589471 loss_giou_aux_dn: 2.218601 loss: 15.300703 eta: 33 days, 9:38:05 batch_cost: 0.8228 data_cost: 0.0010 ips: 9.7227 images/s [07/27 14:13:08] ppdet.engine INFO: Epoch: [11] [47200/54024] learning_rate: 0.000100 loss_class: 0.719131 loss_bbox: 0.105374 loss_giou: 0.502958 loss_class_aux: 4.551997 loss_bbox_aux: 0.701999 loss_giou_aux: 3.119701 loss_class_dn: 0.346554 loss_bbox_dn: 0.099780 loss_giou_dn: 0.367341 loss_class_aux_dn: 1.871747 loss_bbox_aux_dn: 0.608984 loss_giou_aux_dn: 2.091448 loss: 15.075611 eta: 33 days, 9:37:39 batch_cost: 0.9289 data_cost: 0.0010 ips: 8.6126 images/s [07/27 14:14:51] ppdet.engine INFO: Epoch: [11] [47300/54024] learning_rate: 0.000100 loss_class: 0.687241 loss_bbox: 0.109841 loss_giou: 0.473823 loss_class_aux: 4.253235 loss_bbox_aux: 0.719305 loss_giou_aux: 2.971135 loss_class_dn: 0.334666 loss_bbox_dn: 0.100375 loss_giou_dn: 0.354684 loss_class_aux_dn: 1.808934 loss_bbox_aux_dn: 0.607975 loss_giou_aux_dn: 2.013927 loss: 14.420789 eta: 33 days, 9:38:46 batch_cost: 0.9885 data_cost: 0.0010 ips: 8.0933 images/s [07/27 14:16:23] ppdet.engine INFO: Epoch: [11] [47400/54024] learning_rate: 0.000100 loss_class: 0.681342 loss_bbox: 0.109330 loss_giou: 0.464025 loss_class_aux: 4.193581 loss_bbox_aux: 0.712307 loss_giou_aux: 2.910946 loss_class_dn: 0.320654 loss_bbox_dn: 0.089904 loss_giou_dn: 0.348867 loss_class_aux_dn: 1.709892 loss_bbox_aux_dn: 0.561140 loss_giou_aux_dn: 2.003012 loss: 13.963816 eta: 33 days, 9:36:51 batch_cost: 0.8719 data_cost: 0.0010 ips: 9.1751 images/s [07/27 14:17:49] ppdet.engine INFO: Epoch: [11] [47500/54024] learning_rate: 0.000100 loss_class: 0.687062 loss_bbox: 0.114076 loss_giou: 0.510334 loss_class_aux: 4.278853 loss_bbox_aux: 0.735371 loss_giou_aux: 3.159928 loss_class_dn: 0.357610 loss_bbox_dn: 0.098243 loss_giou_dn: 0.392506 loss_class_aux_dn: 1.922236 loss_bbox_aux_dn: 0.619486 loss_giou_aux_dn: 2.229815 loss: 15.815771 eta: 33 days, 9:33:10 batch_cost: 0.8032 data_cost: 0.0010 ips: 9.9601 images/s [07/27 14:19:13] ppdet.engine INFO: Epoch: [11] [47600/54024] learning_rate: 0.000100 loss_class: 0.685486 loss_bbox: 0.115096 loss_giou: 0.483201 loss_class_aux: 4.240401 loss_bbox_aux: 0.737752 loss_giou_aux: 3.008466 loss_class_dn: 0.342584 loss_bbox_dn: 0.100907 loss_giou_dn: 0.382260 loss_class_aux_dn: 1.829692 loss_bbox_aux_dn: 0.627001 loss_giou_aux_dn: 2.160716 loss: 15.185564 eta: 33 days, 9:29:15 batch_cost: 0.7940 data_cost: 0.0052 ips: 10.0754 images/s [07/27 14:20:41] ppdet.engine INFO: Epoch: [11] [47700/54024] learning_rate: 0.000100 loss_class: 0.737857 loss_bbox: 0.115717 loss_giou: 0.510189 loss_class_aux: 4.506404 loss_bbox_aux: 0.751747 loss_giou_aux: 3.133077 loss_class_dn: 0.363271 loss_bbox_dn: 0.103338 loss_giou_dn: 0.386352 loss_class_aux_dn: 1.971898 loss_bbox_aux_dn: 0.635733 loss_giou_aux_dn: 2.168096 loss: 15.790832 eta: 33 days, 9:26:29 batch_cost: 0.8384 data_cost: 0.0011 ips: 9.5420 images/s [07/27 14:22:16] ppdet.engine INFO: Epoch: [11] [47800/54024] learning_rate: 0.000100 loss_class: 0.713220 loss_bbox: 0.120630 loss_giou: 0.540393 loss_class_aux: 4.436771 loss_bbox_aux: 0.767506 loss_giou_aux: 3.397443 loss_class_dn: 0.355087 loss_bbox_dn: 0.095247 loss_giou_dn: 0.408343 loss_class_aux_dn: 1.920598 loss_bbox_aux_dn: 0.603741 loss_giou_aux_dn: 2.288073 loss: 15.822440 eta: 33 days, 9:25:20 batch_cost: 0.9013 data_cost: 0.0496 ips: 8.8761 images/s [07/27 14:23:43] ppdet.engine INFO: Epoch: [11] [47900/54024] learning_rate: 0.000100 loss_class: 0.678377 loss_bbox: 0.107029 loss_giou: 0.477043 loss_class_aux: 4.262007 loss_bbox_aux: 0.717554 loss_giou_aux: 3.051123 loss_class_dn: 0.333833 loss_bbox_dn: 0.105275 loss_giou_dn: 0.358893 loss_class_aux_dn: 1.808086 loss_bbox_aux_dn: 0.664339 loss_giou_aux_dn: 2.009538 loss: 14.679203 eta: 33 days, 9:22:05 batch_cost: 0.8195 data_cost: 0.0277 ips: 9.7615 images/s [07/27 14:25:38] ppdet.engine INFO: Epoch: [11] [48000/54024] learning_rate: 0.000100 loss_class: 0.695632 loss_bbox: 0.114264 loss_giou: 0.512400 loss_class_aux: 4.296235 loss_bbox_aux: 0.752865 loss_giou_aux: 3.212673 loss_class_dn: 0.356511 loss_bbox_dn: 0.104903 loss_giou_dn: 0.398164 loss_class_aux_dn: 1.934657 loss_bbox_aux_dn: 0.637659 loss_giou_aux_dn: 2.272172 loss: 15.964251 eta: 33 days, 9:26:14 batch_cost: 1.1074 data_cost: 0.2473 ips: 7.2240 images/s [07/27 14:27:09] ppdet.engine INFO: Epoch: [11] [48100/54024] learning_rate: 0.000100 loss_class: 0.736596 loss_bbox: 0.114934 loss_giou: 0.489775 loss_class_aux: 4.586896 loss_bbox_aux: 0.744698 loss_giou_aux: 3.064153 loss_class_dn: 0.355893 loss_bbox_dn: 0.106162 loss_giou_dn: 0.377378 loss_class_aux_dn: 1.927946 loss_bbox_aux_dn: 0.650689 loss_giou_aux_dn: 2.170827 loss: 15.437336 eta: 33 days, 9:24:09 batch_cost: 0.8646 data_cost: 0.0010 ips: 9.2524 images/s [07/27 14:28:38] ppdet.engine INFO: Epoch: [11] [48200/54024] learning_rate: 0.000100 loss_class: 0.722727 loss_bbox: 0.114028 loss_giou: 0.505528 loss_class_aux: 4.436597 loss_bbox_aux: 0.774042 loss_giou_aux: 3.167883 loss_class_dn: 0.349198 loss_bbox_dn: 0.102173 loss_giou_dn: 0.370319 loss_class_aux_dn: 1.877708 loss_bbox_aux_dn: 0.620944 loss_giou_aux_dn: 2.139841 loss: 15.502753 eta: 33 days, 9:21:08 batch_cost: 0.8286 data_cost: 0.0301 ips: 9.6553 images/s [07/27 14:30:09] ppdet.engine INFO: Epoch: [11] [48300/54024] learning_rate: 0.000100 loss_class: 0.709894 loss_bbox: 0.105896 loss_giou: 0.461711 loss_class_aux: 4.309745 loss_bbox_aux: 0.691530 loss_giou_aux: 2.858802 loss_class_dn: 0.341317 loss_bbox_dn: 0.101582 loss_giou_dn: 0.352795 loss_class_aux_dn: 1.811692 loss_bbox_aux_dn: 0.617512 loss_giou_aux_dn: 2.035395 loss: 14.803668 eta: 33 days, 9:18:55 batch_cost: 0.8600 data_cost: 0.0699 ips: 9.3023 images/s [07/27 14:31:42] ppdet.engine INFO: Epoch: [11] [48400/54024] learning_rate: 0.000100 loss_class: 0.719153 loss_bbox: 0.115648 loss_giou: 0.539068 loss_class_aux: 4.480786 loss_bbox_aux: 0.759573 loss_giou_aux: 3.383065 loss_class_dn: 0.355190 loss_bbox_dn: 0.102902 loss_giou_dn: 0.395347 loss_class_aux_dn: 1.937946 loss_bbox_aux_dn: 0.614060 loss_giou_aux_dn: 2.258548 loss: 15.762499 eta: 33 days, 9:17:24 batch_cost: 0.8868 data_cost: 0.0010 ips: 9.0214 images/s [07/27 14:33:30] ppdet.engine INFO: Epoch: [11] [48500/54024] learning_rate: 0.000100 loss_class: 0.702744 loss_bbox: 0.116052 loss_giou: 0.475597 loss_class_aux: 4.385257 loss_bbox_aux: 0.751506 loss_giou_aux: 2.953053 loss_class_dn: 0.348161 loss_bbox_dn: 0.101108 loss_giou_dn: 0.362855 loss_class_aux_dn: 1.888422 loss_bbox_aux_dn: 0.631177 loss_giou_aux_dn: 2.115731 loss: 15.271156 eta: 33 days, 9:19:36 batch_cost: 1.0317 data_cost: 0.0010 ips: 7.7544 images/s [07/27 14:34:57] ppdet.engine INFO: Epoch: [11] [48600/54024] learning_rate: 0.000100 loss_class: 0.686170 loss_bbox: 0.117683 loss_giou: 0.514908 loss_class_aux: 4.236598 loss_bbox_aux: 0.738561 loss_giou_aux: 3.226196 loss_class_dn: 0.358003 loss_bbox_dn: 0.101827 loss_giou_dn: 0.394484 loss_class_aux_dn: 1.930443 loss_bbox_aux_dn: 0.622876 loss_giou_aux_dn: 2.243745 loss: 15.294104 eta: 33 days, 9:16:43 batch_cost: 0.8338 data_cost: 0.0047 ips: 9.5941 images/s [07/27 14:36:35] ppdet.engine INFO: Epoch: [11] [48700/54024] learning_rate: 0.000100 loss_class: 0.696309 loss_bbox: 0.112109 loss_giou: 0.516265 loss_class_aux: 4.431459 loss_bbox_aux: 0.741116 loss_giou_aux: 3.214280 loss_class_dn: 0.343873 loss_bbox_dn: 0.101362 loss_giou_dn: 0.370730 loss_class_aux_dn: 1.863849 loss_bbox_aux_dn: 0.631688 loss_giou_aux_dn: 2.141280 loss: 15.030295 eta: 33 days, 9:16:14 batch_cost: 0.9272 data_cost: 0.0419 ips: 8.6280 images/s [07/27 14:37:58] ppdet.engine INFO: Epoch: [11] [48800/54024] learning_rate: 0.000100 loss_class: 0.708446 loss_bbox: 0.108597 loss_giou: 0.511843 loss_class_aux: 4.323054 loss_bbox_aux: 0.696136 loss_giou_aux: 3.144145 loss_class_dn: 0.340400 loss_bbox_dn: 0.094771 loss_giou_dn: 0.366367 loss_class_aux_dn: 1.851853 loss_bbox_aux_dn: 0.573166 loss_giou_aux_dn: 2.119549 loss: 14.700212 eta: 33 days, 9:12:10 batch_cost: 0.7883 data_cost: 0.0343 ips: 10.1486 images/s [07/27 14:39:23] ppdet.engine INFO: Epoch: [11] [48900/54024] learning_rate: 0.000100 loss_class: 0.703981 loss_bbox: 0.119662 loss_giou: 0.560132 loss_class_aux: 4.324740 loss_bbox_aux: 0.765031 loss_giou_aux: 3.523882 loss_class_dn: 0.349646 loss_bbox_dn: 0.099501 loss_giou_dn: 0.407509 loss_class_aux_dn: 1.894395 loss_bbox_aux_dn: 0.604892 loss_giou_aux_dn: 2.329938 loss: 15.500673 eta: 33 days, 9:08:28 batch_cost: 0.8014 data_cost: 0.0010 ips: 9.9829 images/s [07/27 14:40:58] ppdet.engine INFO: Epoch: [11] [49000/54024] learning_rate: 0.000100 loss_class: 0.636957 loss_bbox: 0.099497 loss_giou: 0.433444 loss_class_aux: 3.983151 loss_bbox_aux: 0.676316 loss_giou_aux: 2.722090 loss_class_dn: 0.314213 loss_bbox_dn: 0.099012 loss_giou_dn: 0.327494 loss_class_aux_dn: 1.705593 loss_bbox_aux_dn: 0.630520 loss_giou_aux_dn: 1.882002 loss: 13.900175 eta: 33 days, 9:07:29 batch_cost: 0.9083 data_cost: 0.0012 ips: 8.8081 images/s [07/27 14:42:27] ppdet.engine INFO: Epoch: [11] [49100/54024] learning_rate: 0.000100 loss_class: 0.687381 loss_bbox: 0.112170 loss_giou: 0.440117 loss_class_aux: 4.303857 loss_bbox_aux: 0.744047 loss_giou_aux: 2.823293 loss_class_dn: 0.342460 loss_bbox_dn: 0.103197 loss_giou_dn: 0.351145 loss_class_aux_dn: 1.836610 loss_bbox_aux_dn: 0.636534 loss_giou_aux_dn: 2.013946 loss: 14.724209 eta: 33 days, 9:04:51 batch_cost: 0.8430 data_cost: 0.0015 ips: 9.4900 images/s [07/27 14:43:55] ppdet.engine INFO: Epoch: [11] [49200/54024] learning_rate: 0.000100 loss_class: 0.676620 loss_bbox: 0.101448 loss_giou: 0.466256 loss_class_aux: 4.150961 loss_bbox_aux: 0.692843 loss_giou_aux: 2.916998 loss_class_dn: 0.347474 loss_bbox_dn: 0.101330 loss_giou_dn: 0.362873 loss_class_aux_dn: 1.859538 loss_bbox_aux_dn: 0.601005 loss_giou_aux_dn: 2.129368 loss: 15.127109 eta: 33 days, 9:01:43 batch_cost: 0.8237 data_cost: 0.0010 ips: 9.7126 images/s [07/27 14:45:18] ppdet.engine INFO: Epoch: [11] [49300/54024] learning_rate: 0.000100 loss_class: 0.724485 loss_bbox: 0.107009 loss_giou: 0.485797 loss_class_aux: 4.497729 loss_bbox_aux: 0.704841 loss_giou_aux: 2.991407 loss_class_dn: 0.343218 loss_bbox_dn: 0.101335 loss_giou_dn: 0.363060 loss_class_aux_dn: 1.881705 loss_bbox_aux_dn: 0.613145 loss_giou_aux_dn: 2.112713 loss: 14.932834 eta: 33 days, 8:57:40 batch_cost: 0.7880 data_cost: 0.0010 ips: 10.1528 images/s [07/27 14:46:45] ppdet.engine INFO: Epoch: [11] [49400/54024] learning_rate: 0.000100 loss_class: 0.693005 loss_bbox: 0.110284 loss_giou: 0.475597 loss_class_aux: 4.301734 loss_bbox_aux: 0.713842 loss_giou_aux: 2.968153 loss_class_dn: 0.335238 loss_bbox_dn: 0.094795 loss_giou_dn: 0.360559 loss_class_aux_dn: 1.821056 loss_bbox_aux_dn: 0.610585 loss_giou_aux_dn: 2.026695 loss: 15.161650 eta: 33 days, 8:54:21 batch_cost: 0.8167 data_cost: 0.0326 ips: 9.7960 images/s [07/27 14:48:24] ppdet.engine INFO: Epoch: [11] [49500/54024] learning_rate: 0.000100 loss_class: 0.702344 loss_bbox: 0.118830 loss_giou: 0.485987 loss_class_aux: 4.339730 loss_bbox_aux: 0.787533 loss_giou_aux: 3.025222 loss_class_dn: 0.336787 loss_bbox_dn: 0.097980 loss_giou_dn: 0.373122 loss_class_aux_dn: 1.815014 loss_bbox_aux_dn: 0.632486 loss_giou_aux_dn: 2.140918 loss: 15.139495 eta: 33 days, 8:54:17 batch_cost: 0.9438 data_cost: 0.0014 ips: 8.4765 images/s [07/27 14:49:51] ppdet.engine INFO: Epoch: [11] [49600/54024] learning_rate: 0.000100 loss_class: 0.698031 loss_bbox: 0.105009 loss_giou: 0.515805 loss_class_aux: 4.325171 loss_bbox_aux: 0.686112 loss_giou_aux: 3.139346 loss_class_dn: 0.357897 loss_bbox_dn: 0.099454 loss_giou_dn: 0.385632 loss_class_aux_dn: 1.914518 loss_bbox_aux_dn: 0.634738 loss_giou_aux_dn: 2.254195 loss: 15.524754 eta: 33 days, 8:51:09 batch_cost: 0.8232 data_cost: 0.0132 ips: 9.7178 images/s [07/27 14:51:16] ppdet.engine INFO: Epoch: [11] [49700/54024] learning_rate: 0.000100 loss_class: 0.703024 loss_bbox: 0.117401 loss_giou: 0.531204 loss_class_aux: 4.385019 loss_bbox_aux: 0.762828 loss_giou_aux: 3.275373 loss_class_dn: 0.341299 loss_bbox_dn: 0.097659 loss_giou_dn: 0.392839 loss_class_aux_dn: 1.870350 loss_bbox_aux_dn: 0.596525 loss_giou_aux_dn: 2.248067 loss: 15.379622 eta: 33 days, 8:47:35 batch_cost: 0.8069 data_cost: 0.0010 ips: 9.9149 images/s [07/27 14:52:46] ppdet.engine INFO: Epoch: [11] [49800/54024] learning_rate: 0.000100 loss_class: 0.708709 loss_bbox: 0.109659 loss_giou: 0.462279 loss_class_aux: 4.404544 loss_bbox_aux: 0.709635 loss_giou_aux: 2.978219 loss_class_dn: 0.344713 loss_bbox_dn: 0.098541 loss_giou_dn: 0.365429 loss_class_aux_dn: 1.874515 loss_bbox_aux_dn: 0.589696 loss_giou_aux_dn: 2.131338 loss: 15.323518 eta: 33 days, 8:45:12 batch_cost: 0.8528 data_cost: 0.0429 ips: 9.3806 images/s [07/27 14:54:16] ppdet.engine INFO: Epoch: [11] [49900/54024] learning_rate: 0.000100 loss_class: 0.713460 loss_bbox: 0.111688 loss_giou: 0.476195 loss_class_aux: 4.378201 loss_bbox_aux: 0.742416 loss_giou_aux: 2.973328 loss_class_dn: 0.348645 loss_bbox_dn: 0.104880 loss_giou_dn: 0.358713 loss_class_aux_dn: 1.864284 loss_bbox_aux_dn: 0.655605 loss_giou_aux_dn: 2.085788 loss: 15.332182 eta: 33 days, 8:42:50 batch_cost: 0.8532 data_cost: 0.0240 ips: 9.3767 images/s [07/27 14:56:10] ppdet.engine INFO: Epoch: [11] [50000/54024] learning_rate: 0.000100 loss_class: 0.725870 loss_bbox: 0.108223 loss_giou: 0.539415 loss_class_aux: 4.488749 loss_bbox_aux: 0.726833 loss_giou_aux: 3.305468 loss_class_dn: 0.370483 loss_bbox_dn: 0.097269 loss_giou_dn: 0.404522 loss_class_aux_dn: 1.987022 loss_bbox_aux_dn: 0.608072 loss_giou_aux_dn: 2.278796 loss: 16.524780 eta: 33 days, 8:46:43 batch_cost: 1.0985 data_cost: 0.1020 ips: 7.2829 images/s [07/27 14:57:49] ppdet.engine INFO: Epoch: [11] [50100/54024] learning_rate: 0.000100 loss_class: 0.686276 loss_bbox: 0.102738 loss_giou: 0.498850 loss_class_aux: 4.233965 loss_bbox_aux: 0.682056 loss_giou_aux: 3.031070 loss_class_dn: 0.342161 loss_bbox_dn: 0.096016 loss_giou_dn: 0.375710 loss_class_aux_dn: 1.822416 loss_bbox_aux_dn: 0.600678 loss_giou_aux_dn: 2.155248 loss: 14.481384 eta: 33 days, 8:46:32 batch_cost: 0.9394 data_cost: 0.0043 ips: 8.5165 images/s [07/27 14:59:12] ppdet.engine INFO: Epoch: [11] [50200/54024] learning_rate: 0.000100 loss_class: 0.713793 loss_bbox: 0.113622 loss_giou: 0.544691 loss_class_aux: 4.425491 loss_bbox_aux: 0.730373 loss_giou_aux: 3.348905 loss_class_dn: 0.357173 loss_bbox_dn: 0.096746 loss_giou_dn: 0.373699 loss_class_aux_dn: 1.954075 loss_bbox_aux_dn: 0.616098 loss_giou_aux_dn: 2.148038 loss: 15.360828 eta: 33 days, 8:42:34 batch_cost: 0.7903 data_cost: 0.0011 ips: 10.1226 images/s [07/27 15:00:39] ppdet.engine INFO: Epoch: [11] [50300/54024] learning_rate: 0.000100 loss_class: 0.731339 loss_bbox: 0.108066 loss_giou: 0.529165 loss_class_aux: 4.514267 loss_bbox_aux: 0.728876 loss_giou_aux: 3.351754 loss_class_dn: 0.365114 loss_bbox_dn: 0.100395 loss_giou_dn: 0.382737 loss_class_aux_dn: 1.956872 loss_bbox_aux_dn: 0.613313 loss_giou_aux_dn: 2.191492 loss: 15.831266 eta: 33 days, 8:39:21 batch_cost: 0.8199 data_cost: 0.0010 ips: 9.7569 images/s [07/27 15:02:09] ppdet.engine INFO: Epoch: [11] [50400/54024] learning_rate: 0.000100 loss_class: 0.703624 loss_bbox: 0.107855 loss_giou: 0.493980 loss_class_aux: 4.348264 loss_bbox_aux: 0.693157 loss_giou_aux: 3.053453 loss_class_dn: 0.355797 loss_bbox_dn: 0.094911 loss_giou_dn: 0.362894 loss_class_aux_dn: 1.921465 loss_bbox_aux_dn: 0.576263 loss_giou_aux_dn: 2.063732 loss: 14.905913 eta: 33 days, 8:36:56 batch_cost: 0.8515 data_cost: 0.0010 ips: 9.3955 images/s [07/27 15:03:38] ppdet.engine INFO: Epoch: [11] [50500/54024] learning_rate: 0.000100 loss_class: 0.684025 loss_bbox: 0.102341 loss_giou: 0.522412 loss_class_aux: 4.366062 loss_bbox_aux: 0.660715 loss_giou_aux: 3.278343 loss_class_dn: 0.355221 loss_bbox_dn: 0.091058 loss_giou_dn: 0.384933 loss_class_aux_dn: 1.921808 loss_bbox_aux_dn: 0.576567 loss_giou_aux_dn: 2.164428 loss: 15.305800 eta: 33 days, 8:34:09 batch_cost: 0.8369 data_cost: 0.0011 ips: 9.5588 images/s [07/27 15:05:03] ppdet.engine INFO: Epoch: [11] [50600/54024] learning_rate: 0.000100 loss_class: 0.663519 loss_bbox: 0.112401 loss_giou: 0.435195 loss_class_aux: 4.090930 loss_bbox_aux: 0.749999 loss_giou_aux: 2.760762 loss_class_dn: 0.323451 loss_bbox_dn: 0.104591 loss_giou_dn: 0.337029 loss_class_aux_dn: 1.733670 loss_bbox_aux_dn: 0.648335 loss_giou_aux_dn: 1.926617 loss: 14.386701 eta: 33 days, 8:30:30 batch_cost: 0.8031 data_cost: 0.0163 ips: 9.9620 images/s [07/27 15:06:38] ppdet.engine INFO: Epoch: [11] [50700/54024] learning_rate: 0.000100 loss_class: 0.691248 loss_bbox: 0.106346 loss_giou: 0.437805 loss_class_aux: 4.227642 loss_bbox_aux: 0.680699 loss_giou_aux: 2.748973 loss_class_dn: 0.335534 loss_bbox_dn: 0.097841 loss_giou_dn: 0.332621 loss_class_aux_dn: 1.818282 loss_bbox_aux_dn: 0.613452 loss_giou_aux_dn: 1.970820 loss: 14.923015 eta: 33 days, 8:29:28 batch_cost: 0.9057 data_cost: 0.0010 ips: 8.8327 images/s [07/27 15:08:28] ppdet.engine INFO: Epoch: [11] [50800/54024] learning_rate: 0.000100 loss_class: 0.687200 loss_bbox: 0.106720 loss_giou: 0.481613 loss_class_aux: 4.224925 loss_bbox_aux: 0.704128 loss_giou_aux: 3.018123 loss_class_dn: 0.346085 loss_bbox_dn: 0.096245 loss_giou_dn: 0.371546 loss_class_aux_dn: 1.840323 loss_bbox_aux_dn: 0.584849 loss_giou_aux_dn: 2.102917 loss: 14.985398 eta: 33 days, 8:32:15 batch_cost: 1.0559 data_cost: 0.0994 ips: 7.5767 images/s [07/27 15:09:58] ppdet.engine INFO: Epoch: [11] [50900/54024] learning_rate: 0.000100 loss_class: 0.701879 loss_bbox: 0.105932 loss_giou: 0.532290 loss_class_aux: 4.358029 loss_bbox_aux: 0.700143 loss_giou_aux: 3.313761 loss_class_dn: 0.354265 loss_bbox_dn: 0.097034 loss_giou_dn: 0.381343 loss_class_aux_dn: 1.905554 loss_bbox_aux_dn: 0.589482 loss_giou_aux_dn: 2.177950 loss: 15.009955 eta: 33 days, 8:29:54 batch_cost: 0.8540 data_cost: 0.0010 ips: 9.3673 images/s [07/27 15:11:35] ppdet.engine INFO: Epoch: [11] [51000/54024] learning_rate: 0.000100 loss_class: 0.658079 loss_bbox: 0.107941 loss_giou: 0.490535 loss_class_aux: 4.080343 loss_bbox_aux: 0.721216 loss_giou_aux: 3.067518 loss_class_dn: 0.340503 loss_bbox_dn: 0.091727 loss_giou_dn: 0.379584 loss_class_aux_dn: 1.839587 loss_bbox_aux_dn: 0.604712 loss_giou_aux_dn: 2.139635 loss: 14.912399 eta: 33 days, 8:29:11 batch_cost: 0.9185 data_cost: 0.0011 ips: 8.7094 images/s [07/27 15:13:08] ppdet.engine INFO: Epoch: [11] [51100/54024] learning_rate: 0.000100 loss_class: 0.696420 loss_bbox: 0.110174 loss_giou: 0.466975 loss_class_aux: 4.314503 loss_bbox_aux: 0.713792 loss_giou_aux: 2.908586 loss_class_dn: 0.344224 loss_bbox_dn: 0.107618 loss_giou_dn: 0.355910 loss_class_aux_dn: 1.852394 loss_bbox_aux_dn: 0.653422 loss_giou_aux_dn: 2.071771 loss: 14.656878 eta: 33 days, 8:27:30 batch_cost: 0.8801 data_cost: 0.0011 ips: 9.0897 images/s [07/27 15:14:57] ppdet.engine INFO: Epoch: [11] [51200/54024] learning_rate: 0.000100 loss_class: 0.669604 loss_bbox: 0.097127 loss_giou: 0.478543 loss_class_aux: 4.221391 loss_bbox_aux: 0.639901 loss_giou_aux: 2.961685 loss_class_dn: 0.343462 loss_bbox_dn: 0.091224 loss_giou_dn: 0.356287 loss_class_aux_dn: 1.844200 loss_bbox_aux_dn: 0.557357 loss_giou_aux_dn: 2.042827 loss: 14.945493 eta: 33 days, 8:30:07 batch_cost: 1.0500 data_cost: 0.0010 ips: 7.6189 images/s [07/27 15:16:33] ppdet.engine INFO: Epoch: [11] [51300/54024] learning_rate: 0.000100 loss_class: 0.679865 loss_bbox: 0.111632 loss_giou: 0.486937 loss_class_aux: 4.244156 loss_bbox_aux: 0.716394 loss_giou_aux: 3.024538 loss_class_dn: 0.334396 loss_bbox_dn: 0.095527 loss_giou_dn: 0.356120 loss_class_aux_dn: 1.794722 loss_bbox_aux_dn: 0.598978 loss_giou_aux_dn: 2.067937 loss: 14.474460 eta: 33 days, 8:29:18 batch_cost: 0.9142 data_cost: 0.0805 ips: 8.7509 images/s [07/27 15:18:01] ppdet.engine INFO: Epoch: [11] [51400/54024] learning_rate: 0.000100 loss_class: 0.656437 loss_bbox: 0.102022 loss_giou: 0.441326 loss_class_aux: 4.101911 loss_bbox_aux: 0.691166 loss_giou_aux: 2.796822 loss_class_dn: 0.328302 loss_bbox_dn: 0.097988 loss_giou_dn: 0.350634 loss_class_aux_dn: 1.750106 loss_bbox_aux_dn: 0.585452 loss_giou_aux_dn: 1.963692 loss: 14.675547 eta: 33 days, 8:26:22 batch_cost: 0.8308 data_cost: 0.0011 ips: 9.6290 images/s [07/27 15:19:27] ppdet.engine INFO: Epoch: [11] [51500/54024] learning_rate: 0.000100 loss_class: 0.668128 loss_bbox: 0.121634 loss_giou: 0.483924 loss_class_aux: 4.139989 loss_bbox_aux: 0.767013 loss_giou_aux: 2.983867 loss_class_dn: 0.341318 loss_bbox_dn: 0.102298 loss_giou_dn: 0.365440 loss_class_aux_dn: 1.832907 loss_bbox_aux_dn: 0.643633 loss_giou_aux_dn: 2.101766 loss: 15.114139 eta: 33 days, 8:23:01 batch_cost: 0.8145 data_cost: 0.0010 ips: 9.8219 images/s [07/27 15:20:58] ppdet.engine INFO: Epoch: [11] [51600/54024] learning_rate: 0.000100 loss_class: 0.711474 loss_bbox: 0.114822 loss_giou: 0.463491 loss_class_aux: 4.463699 loss_bbox_aux: 0.751072 loss_giou_aux: 2.945364 loss_class_dn: 0.350859 loss_bbox_dn: 0.102217 loss_giou_dn: 0.359787 loss_class_aux_dn: 1.904614 loss_bbox_aux_dn: 0.642652 loss_giou_aux_dn: 2.068753 loss: 15.089984 eta: 33 days, 8:20:48 batch_cost: 0.8593 data_cost: 0.0011 ips: 9.3103 images/s [07/27 15:22:26] ppdet.engine INFO: Epoch: [11] [51700/54024] learning_rate: 0.000100 loss_class: 0.706453 loss_bbox: 0.109255 loss_giou: 0.508225 loss_class_aux: 4.391282 loss_bbox_aux: 0.706156 loss_giou_aux: 3.217183 loss_class_dn: 0.359149 loss_bbox_dn: 0.095581 loss_giou_dn: 0.384848 loss_class_aux_dn: 1.902010 loss_bbox_aux_dn: 0.591821 loss_giou_aux_dn: 2.213438 loss: 15.504167 eta: 33 days, 8:18:00 batch_cost: 0.8360 data_cost: 0.0010 ips: 9.5693 images/s [07/27 15:23:56] ppdet.engine INFO: Epoch: [11] [51800/54024] learning_rate: 0.000100 loss_class: 0.666636 loss_bbox: 0.106985 loss_giou: 0.443077 loss_class_aux: 4.174315 loss_bbox_aux: 0.708157 loss_giou_aux: 2.814292 loss_class_dn: 0.322660 loss_bbox_dn: 0.095305 loss_giou_dn: 0.345576 loss_class_aux_dn: 1.737914 loss_bbox_aux_dn: 0.618951 loss_giou_aux_dn: 1.974523 loss: 14.057066 eta: 33 days, 8:15:40 batch_cost: 0.8544 data_cost: 0.0010 ips: 9.3637 images/s [07/27 15:25:45] ppdet.engine INFO: Epoch: [11] [51900/54024] learning_rate: 0.000100 loss_class: 0.685439 loss_bbox: 0.108004 loss_giou: 0.480765 loss_class_aux: 4.300901 loss_bbox_aux: 0.704103 loss_giou_aux: 3.043149 loss_class_dn: 0.332203 loss_bbox_dn: 0.095334 loss_giou_dn: 0.356674 loss_class_aux_dn: 1.807675 loss_bbox_aux_dn: 0.581656 loss_giou_aux_dn: 2.059215 loss: 14.970683 eta: 33 days, 8:18:09 batch_cost: 1.0451 data_cost: 0.0011 ips: 7.6547 images/s [07/27 15:27:13] ppdet.engine INFO: Epoch: [11] [52000/54024] learning_rate: 0.000100 loss_class: 0.713791 loss_bbox: 0.111276 loss_giou: 0.496493 loss_class_aux: 4.470025 loss_bbox_aux: 0.714354 loss_giou_aux: 3.115959 loss_class_dn: 0.353231 loss_bbox_dn: 0.102917 loss_giou_dn: 0.384978 loss_class_aux_dn: 1.913112 loss_bbox_aux_dn: 0.638206 loss_giou_aux_dn: 2.192563 loss: 15.324831 eta: 33 days, 8:15:23 batch_cost: 0.8371 data_cost: 0.0011 ips: 9.5572 images/s [07/27 15:28:44] ppdet.engine INFO: Epoch: [11] [52100/54024] learning_rate: 0.000100 loss_class: 0.715568 loss_bbox: 0.108116 loss_giou: 0.504682 loss_class_aux: 4.416124 loss_bbox_aux: 0.708282 loss_giou_aux: 3.144066 loss_class_dn: 0.339759 loss_bbox_dn: 0.097935 loss_giou_dn: 0.377773 loss_class_aux_dn: 1.831048 loss_bbox_aux_dn: 0.601960 loss_giou_aux_dn: 2.165910 loss: 15.233303 eta: 33 days, 8:13:08 batch_cost: 0.8582 data_cost: 0.0286 ips: 9.3218 images/s [07/27 15:30:11] ppdet.engine INFO: Epoch: [11] [52200/54024] learning_rate: 0.000100 loss_class: 0.662983 loss_bbox: 0.109322 loss_giou: 0.468028 loss_class_aux: 4.147104 loss_bbox_aux: 0.698689 loss_giou_aux: 2.875897 loss_class_dn: 0.354365 loss_bbox_dn: 0.093494 loss_giou_dn: 0.361823 loss_class_aux_dn: 1.878619 loss_bbox_aux_dn: 0.588958 loss_giou_aux_dn: 2.077816 loss: 14.705746 eta: 33 days, 8:10:08 batch_cost: 0.8275 data_cost: 0.0091 ips: 9.6674 images/s [07/27 15:32:01] ppdet.engine INFO: Epoch: [11] [52300/54024] learning_rate: 0.000100 loss_class: 0.638140 loss_bbox: 0.105841 loss_giou: 0.457061 loss_class_aux: 4.007654 loss_bbox_aux: 0.690474 loss_giou_aux: 2.917966 loss_class_dn: 0.321953 loss_bbox_dn: 0.095025 loss_giou_dn: 0.348195 loss_class_aux_dn: 1.752887 loss_bbox_aux_dn: 0.600223 loss_giou_aux_dn: 1.991818 loss: 14.074054 eta: 33 days, 8:12:40 batch_cost: 1.0474 data_cost: 0.0010 ips: 7.6377 images/s [07/27 15:33:27] ppdet.engine INFO: Epoch: [11] [52400/54024] learning_rate: 0.000100 loss_class: 0.650063 loss_bbox: 0.110234 loss_giou: 0.439079 loss_class_aux: 4.033736 loss_bbox_aux: 0.704616 loss_giou_aux: 2.763878 loss_class_dn: 0.320331 loss_bbox_dn: 0.099202 loss_giou_dn: 0.326714 loss_class_aux_dn: 1.754048 loss_bbox_aux_dn: 0.613375 loss_giou_aux_dn: 1.863164 loss: 13.688150 eta: 33 days, 8:09:35 batch_cost: 0.8244 data_cost: 0.0010 ips: 9.7037 images/s [07/27 15:35:03] ppdet.engine INFO: Epoch: [11] [52500/54024] learning_rate: 0.000100 loss_class: 0.682307 loss_bbox: 0.106748 loss_giou: 0.498654 loss_class_aux: 4.271079 loss_bbox_aux: 0.681466 loss_giou_aux: 3.105610 loss_class_dn: 0.352078 loss_bbox_dn: 0.095048 loss_giou_dn: 0.368835 loss_class_aux_dn: 1.857433 loss_bbox_aux_dn: 0.584312 loss_giou_aux_dn: 2.097785 loss: 15.017268 eta: 33 days, 8:08:32 batch_cost: 0.9054 data_cost: 0.0013 ips: 8.8362 images/s [07/27 15:36:30] ppdet.engine INFO: Epoch: [11] [52600/54024] learning_rate: 0.000100 loss_class: 0.705655 loss_bbox: 0.113369 loss_giou: 0.512781 loss_class_aux: 4.361068 loss_bbox_aux: 0.756459 loss_giou_aux: 3.205716 loss_class_dn: 0.357875 loss_bbox_dn: 0.098198 loss_giou_dn: 0.380482 loss_class_aux_dn: 1.899515 loss_bbox_aux_dn: 0.601209 loss_giou_aux_dn: 2.161350 loss: 15.055475 eta: 33 days, 8:05:37 batch_cost: 0.8313 data_cost: 0.0010 ips: 9.6238 images/s [07/27 15:37:57] ppdet.engine INFO: Epoch: [11] [52700/54024] learning_rate: 0.000100 loss_class: 0.684575 loss_bbox: 0.106830 loss_giou: 0.514506 loss_class_aux: 4.285450 loss_bbox_aux: 0.682489 loss_giou_aux: 3.269262 loss_class_dn: 0.332121 loss_bbox_dn: 0.091893 loss_giou_dn: 0.363002 loss_class_aux_dn: 1.796424 loss_bbox_aux_dn: 0.585808 loss_giou_aux_dn: 2.095493 loss: 14.842515 eta: 33 days, 8:02:34 batch_cost: 0.8259 data_cost: 0.0010 ips: 9.6869 images/s [07/27 15:39:29] ppdet.engine INFO: Epoch: [11] [52800/54024] learning_rate: 0.000100 loss_class: 0.667379 loss_bbox: 0.106425 loss_giou: 0.464917 loss_class_aux: 4.197253 loss_bbox_aux: 0.707743 loss_giou_aux: 2.883550 loss_class_dn: 0.328419 loss_bbox_dn: 0.093597 loss_giou_dn: 0.349181 loss_class_aux_dn: 1.764647 loss_bbox_aux_dn: 0.585822 loss_giou_aux_dn: 1.986052 loss: 14.083140 eta: 33 days, 8:00:36 batch_cost: 0.8688 data_cost: 0.0010 ips: 9.2083 images/s [07/27 15:41:14] ppdet.engine INFO: Epoch: [11] [52900/54024] learning_rate: 0.000100 loss_class: 0.728279 loss_bbox: 0.118860 loss_giou: 0.483164 loss_class_aux: 4.540009 loss_bbox_aux: 0.751174 loss_giou_aux: 3.001148 loss_class_dn: 0.353315 loss_bbox_dn: 0.100735 loss_giou_dn: 0.366262 loss_class_aux_dn: 1.914553 loss_bbox_aux_dn: 0.637874 loss_giou_aux_dn: 2.085131 loss: 15.564612 eta: 33 days, 8:01:57 batch_cost: 1.0010 data_cost: 0.2305 ips: 7.9920 images/s [07/27 15:42:44] ppdet.engine INFO: Epoch: [11] [53000/54024] learning_rate: 0.000100 loss_class: 0.705905 loss_bbox: 0.118306 loss_giou: 0.514148 loss_class_aux: 4.389937 loss_bbox_aux: 0.752455 loss_giou_aux: 3.223621 loss_class_dn: 0.354788 loss_bbox_dn: 0.110946 loss_giou_dn: 0.372837 loss_class_aux_dn: 1.907177 loss_bbox_aux_dn: 0.669539 loss_giou_aux_dn: 2.148457 loss: 15.708503 eta: 33 days, 7:59:38 batch_cost: 0.8551 data_cost: 0.0652 ips: 9.3558 images/s [07/27 15:44:22] ppdet.engine INFO: Epoch: [11] [53100/54024] learning_rate: 0.000100 loss_class: 0.689451 loss_bbox: 0.106280 loss_giou: 0.476816 loss_class_aux: 4.241594 loss_bbox_aux: 0.695278 loss_giou_aux: 2.969203 loss_class_dn: 0.332972 loss_bbox_dn: 0.098952 loss_giou_dn: 0.359608 loss_class_aux_dn: 1.809674 loss_bbox_aux_dn: 0.606648 loss_giou_aux_dn: 2.060473 loss: 14.551849 eta: 33 days, 7:59:19 batch_cost: 0.9345 data_cost: 0.0789 ips: 8.5610 images/s [07/27 15:45:42] ppdet.engine INFO: Epoch: [11] [53200/54024] learning_rate: 0.000100 loss_class: 0.709292 loss_bbox: 0.112707 loss_giou: 0.504614 loss_class_aux: 4.480688 loss_bbox_aux: 0.728227 loss_giou_aux: 3.176785 loss_class_dn: 0.358064 loss_bbox_dn: 0.102130 loss_giou_dn: 0.389708 loss_class_aux_dn: 1.937464 loss_bbox_aux_dn: 0.627414 loss_giou_aux_dn: 2.225352 loss: 15.838893 eta: 33 days, 7:54:27 batch_cost: 0.7529 data_cost: 0.0009 ips: 10.6252 images/s [07/27 15:47:06] ppdet.engine INFO: Epoch: [11] [53300/54024] learning_rate: 0.000100 loss_class: 0.683860 loss_bbox: 0.111390 loss_giou: 0.465827 loss_class_aux: 4.253654 loss_bbox_aux: 0.715002 loss_giou_aux: 2.984488 loss_class_dn: 0.336492 loss_bbox_dn: 0.099320 loss_giou_dn: 0.369123 loss_class_aux_dn: 1.825051 loss_bbox_aux_dn: 0.594747 loss_giou_aux_dn: 2.090053 loss: 14.973146 eta: 33 days, 7:50:48 batch_cost: 0.8021 data_cost: 0.0009 ips: 9.9741 images/s [07/27 15:48:33] ppdet.engine INFO: Epoch: [11] [53400/54024] learning_rate: 0.000100 loss_class: 0.696992 loss_bbox: 0.112288 loss_giou: 0.550033 loss_class_aux: 4.293200 loss_bbox_aux: 0.716270 loss_giou_aux: 3.476951 loss_class_dn: 0.354145 loss_bbox_dn: 0.097943 loss_giou_dn: 0.402682 loss_class_aux_dn: 1.943056 loss_bbox_aux_dn: 0.604066 loss_giou_aux_dn: 2.288523 loss: 15.896300 eta: 33 days, 7:47:44 batch_cost: 0.8248 data_cost: 0.0480 ips: 9.6988 images/s [07/27 15:50:12] ppdet.engine INFO: Epoch: [11] [53500/54024] learning_rate: 0.000100 loss_class: 0.683429 loss_bbox: 0.108205 loss_giou: 0.476861 loss_class_aux: 4.255496 loss_bbox_aux: 0.750272 loss_giou_aux: 3.005045 loss_class_dn: 0.329677 loss_bbox_dn: 0.099697 loss_giou_dn: 0.346537 loss_class_aux_dn: 1.776604 loss_bbox_aux_dn: 0.644274 loss_giou_aux_dn: 1.996654 loss: 14.466422 eta: 33 days, 7:47:39 batch_cost: 0.9437 data_cost: 0.0010 ips: 8.4774 images/s [07/27 15:51:41] ppdet.engine INFO: Epoch: [11] [53600/54024] learning_rate: 0.000100 loss_class: 0.673227 loss_bbox: 0.106824 loss_giou: 0.475166 loss_class_aux: 4.176785 loss_bbox_aux: 0.702298 loss_giou_aux: 2.954067 loss_class_dn: 0.319622 loss_bbox_dn: 0.098852 loss_giou_dn: 0.350261 loss_class_aux_dn: 1.747871 loss_bbox_aux_dn: 0.601440 loss_giou_aux_dn: 2.029783 loss: 14.155616 eta: 33 days, 7:45:10 batch_cost: 0.8482 data_cost: 0.0010 ips: 9.4313 images/s [07/27 15:53:06] ppdet.engine INFO: Epoch: [11] [53700/54024] learning_rate: 0.000100 loss_class: 0.717520 loss_bbox: 0.107544 loss_giou: 0.479802 loss_class_aux: 4.437388 loss_bbox_aux: 0.709118 loss_giou_aux: 2.968612 loss_class_dn: 0.336262 loss_bbox_dn: 0.099590 loss_giou_dn: 0.347559 loss_class_aux_dn: 1.802950 loss_bbox_aux_dn: 0.616433 loss_giou_aux_dn: 2.037822 loss: 15.058284 eta: 33 days, 7:41:36 batch_cost: 0.8048 data_cost: 0.0028 ips: 9.9401 images/s [07/27 15:54:33] ppdet.engine INFO: Epoch: [11] [53800/54024] learning_rate: 0.000100 loss_class: 0.661297 loss_bbox: 0.106586 loss_giou: 0.471854 loss_class_aux: 4.098697 loss_bbox_aux: 0.677047 loss_giou_aux: 2.968974 loss_class_dn: 0.330534 loss_bbox_dn: 0.088863 loss_giou_dn: 0.353741 loss_class_aux_dn: 1.810315 loss_bbox_aux_dn: 0.575636 loss_giou_aux_dn: 2.033581 loss: 14.626845 eta: 33 days, 7:38:31 batch_cost: 0.8235 data_cost: 0.0010 ips: 9.7142 images/s [07/27 15:56:00] ppdet.engine INFO: Epoch: [11] [53900/54024] learning_rate: 0.000100 loss_class: 0.728802 loss_bbox: 0.114966 loss_giou: 0.585344 loss_class_aux: 4.520525 loss_bbox_aux: 0.763516 loss_giou_aux: 3.638008 loss_class_dn: 0.373565 loss_bbox_dn: 0.097215 loss_giou_dn: 0.416776 loss_class_aux_dn: 2.019882 loss_bbox_aux_dn: 0.597838 loss_giou_aux_dn: 2.446215 loss: 16.918046 eta: 33 days, 7:35:25 batch_cost: 0.8237 data_cost: 0.0153 ips: 9.7127 images/s [07/27 15:57:37] ppdet.engine INFO: Epoch: [11] [54000/54024] learning_rate: 0.000100 loss_class: 0.691998 loss_bbox: 0.108516 loss_giou: 0.513209 loss_class_aux: 4.332950 loss_bbox_aux: 0.690130 loss_giou_aux: 3.247761 loss_class_dn: 0.349045 loss_bbox_dn: 0.086389 loss_giou_dn: 0.388731 loss_class_aux_dn: 1.881252 loss_bbox_aux_dn: 0.541033 loss_giou_aux_dn: 2.197989 loss: 15.469367 eta: 33 days, 7:34:52 batch_cost: 0.9253 data_cost: 0.0678 ips: 8.6455 images/s [07/27 15:58:09] ppdet.engine INFO: Eval iter: 0 [07/27 15:58:30] ppdet.engine INFO: Eval iter: 100 [07/27 15:58:50] ppdet.engine INFO: Eval iter: 200 [07/27 15:59:10] ppdet.engine INFO: Eval iter: 300 [07/27 15:59:30] ppdet.engine INFO: Eval iter: 400 [07/27 15:59:50] ppdet.engine INFO: Eval iter: 500 [07/27 16:00:10] ppdet.engine INFO: Eval iter: 600 [07/27 16:00:29] ppdet.engine INFO: Eval iter: 700 [07/27 16:00:49] ppdet.engine INFO: Eval iter: 800 [07/27 16:01:09] ppdet.engine INFO: Eval iter: 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iter: 8600 [07/27 16:28:15] ppdet.engine INFO: Eval iter: 8700 [07/27 16:28:36] ppdet.engine INFO: Eval iter: 8800 [07/27 16:28:57] ppdet.engine INFO: Eval iter: 8900 [07/27 16:29:17] ppdet.engine INFO: Eval iter: 9000 [07/27 16:29:38] ppdet.engine INFO: Eval iter: 9100 [07/27 16:29:59] ppdet.engine INFO: Eval iter: 9200 [07/27 16:30:20] ppdet.engine INFO: Eval iter: 9300 [07/27 16:30:41] ppdet.engine INFO: Eval iter: 9400 [07/27 16:31:02] ppdet.engine INFO: Eval iter: 9500 [07/27 16:31:22] ppdet.engine INFO: Eval iter: 9600 [07/27 16:31:43] ppdet.engine INFO: Eval iter: 9700 [07/27 16:32:04] ppdet.engine INFO: Eval iter: 9800 [07/27 16:32:39] ppdet.engine INFO: Eval iter: 9900 [07/27 16:38:32] ppdet.metrics.metrics INFO: The bbox result is saved to bbox.json. loading annotations into memory... Done (t=5.96s) creating index... index created! [07/27 16:38:39] ppdet.metrics.coco_utils INFO: Start evaluate... Loading and preparing results... DONE (t=262.17s) creating index... index created! Running per image evaluation... Evaluate annotation type *bbox* DONE (t=2766.49s). Accumulating evaluation results... DONE (t=739.21s). Average Precision (AP) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.351 Average Precision (AP) @[ IoU=0.50 | area= all | maxDets=100 ] = 0.462 Average Precision (AP) @[ IoU=0.75 | area= all | maxDets=100 ] = 0.381 Average Precision (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.165 Average Precision (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.338 Average Precision (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.480 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 1 ] = 0.289 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets= 10 ] = 0.560 Average Recall (AR) @[ IoU=0.50:0.95 | area= all | maxDets=100 ] = 0.605 Average Recall (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.368 Average Recall (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.608 Average Recall (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.765 [07/27 17:43:15] ppdet.engine INFO: Total sample number: 80000, average FPS: 38.11444293077029 [07/27 17:43:15] ppdet.engine INFO: Best test bbox ap is 0.351.