grep: warning: GREP_OPTIONS is deprecated; please use an alias or script
I0807 08:01:42.407861 14080 tcp_utils.cc:181] The server starts to listen on IP_ANY:35866
I0807 08:01:42.408031 14080 tcp_utils.cc:130] Successfully connected to 10.21.226.186:35866
W0807 08:01:47.151388 14080 gpu_resources.cc:61] Please NOTE: device: 4, GPU Compute Capability: 7.0, Driver API Version: 12.0, Runtime API Version: 11.7
W0807 08:01:47.157876 14080 gpu_resources.cc:91] device: 4, cuDNN Version: 8.4.
loading annotations into memory...
Done (t=166.89s)
creating index...
index created!
[08/07 08:05:06] 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.
[08/07 08:05:11] 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.
[08/07 08:05:25] ppdet.data.source.coco WARNING: Illegal image file: /paddle/workspace/dataset/obj365/train/patch6/objects365_v1_00320532.jpg, and it will be ignored
[08/07 08:05:25] ppdet.data.source.coco WARNING: Illegal image file: /paddle/workspace/dataset/obj365/train/patch6/objects365_v1_00320534.jpg, and it will be ignored
[08/07 08:05:26] 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.
[08/07 08:05:33] 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.
[08/07 08:05:44] 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.
[08/07 08:05:45] 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.
[08/07 08:05:46] 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.
[08/07 08:05:46] 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.
[08/07 08:05:47] 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.
[08/07 08:05:47] 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.
[08/07 08:05:49] 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.
[08/07 08:05:49] 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.
[08/07 08:05:50] 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.
[08/07 08:05:51] 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.
[08/07 08:05:53] 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.
[08/07 08:06:07] ppdet.data.source.coco WARNING: Illegal image file: /paddle/workspace/dataset/obj365/train/patch16/objects365_v2_00908726.jpg, and it will be ignored
[08/07 08:06:09] 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.
[08/07 08:06:57] 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.
[08/07 08:07:07] 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.
[08/07 08:07:16] 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.
[08/07 08:07:22] 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.
[08/07 08:07:25] 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.
[08/07 08:07:33] 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.
[08/07 08:07:47] 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.
[08/07 08:07:58] 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.
[08/07 08:08:00] 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.
[08/07 08:08:02] 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.
[08/07 08:08:04] 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.
[08/07 08:08:07] 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.
[08/07 08:08:09] 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.
[08/07 08:08:12] 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.
[08/07 08:08:16] 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.
[08/07 08:08:25] 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.
[08/07 08:08:28] 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.
[08/07 08:08:28] 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.
[08/07 08:08:32] 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.
[08/07 08:08:47] ppdet.data.source.coco INFO: Load [1728775 samples valid, 13517 samples invalid] in file /paddle/workspace/dataset/obj365/annotations/zhiyuan_objv2_train.json.
[08/07 08:09:11] ppdet.utils.checkpoint INFO: Exchange model and ema_model to load:
[08/07 08:09:11] ppdet.utils.checkpoint INFO: Loading ema_model weights from ./output/rtdetr_r101vd_6x_coco/5.pdparams
[08/07 08:09:12] ppdet.utils.checkpoint INFO: Loading model weights from ./output/rtdetr_r101vd_6x_coco/5.pdema
[08/07 08:09:12] ppdet.utils.checkpoint INFO: Finish resuming model weights: ./output/rtdetr_r101vd_6x_coco/5.pdparams
W0807 08:09:36.452144 14080 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
[08/07 08:09:38] ppdet.engine INFO: Epoch: [6] [    0/54024] learning_rate: 0.000100 loss_class: 0.601998 loss_bbox: 0.152885 loss_giou: 0.535086 loss_class_aux: 3.796248 loss_bbox_aux: 1.005677 loss_giou_aux: 3.384036 loss_class_dn: 0.329904 loss_bbox_dn: 0.123219 loss_giou_dn: 0.387194 loss_class_aux_dn: 1.747785 loss_bbox_aux_dn: 0.757116 loss_giou_aux_dn: 2.202234 loss: 15.023382 eta: 909 days, 2:26:59 batch_cost: 22.0290 data_cost: 0.0004 ips: 0.3632 images/s
[08/07 08:11:47] ppdet.engine INFO: Epoch: [6] [  100/54024] learning_rate: 0.000100 loss_class: 0.707051 loss_bbox: 0.108880 loss_giou: 0.491861 loss_class_aux: 4.377652 loss_bbox_aux: 0.707594 loss_giou_aux: 3.078321 loss_class_dn: 0.351905 loss_bbox_dn: 0.103346 loss_giou_dn: 0.388613 loss_class_aux_dn: 1.883887 loss_bbox_aux_dn: 0.642990 loss_giou_aux_dn: 2.229095 loss: 15.617702 eta: 59 days, 13:41:19 batch_cost: 1.2377 data_cost: 0.0561 ips: 6.4637 images/s
[08/07 08:13:48] ppdet.engine INFO: Epoch: [6] [  200/54024] learning_rate: 0.000100 loss_class: 0.702064 loss_bbox: 0.111604 loss_giou: 0.466907 loss_class_aux: 4.420873 loss_bbox_aux: 0.726966 loss_giou_aux: 2.965828 loss_class_dn: 0.329385 loss_bbox_dn: 0.106124 loss_giou_dn: 0.385535 loss_class_aux_dn: 1.812033 loss_bbox_aux_dn: 0.652052 loss_giou_aux_dn: 2.165269 loss: 15.091027 eta: 53 days, 19:14:17 batch_cost: 1.1626 data_cost: 0.0015 ips: 6.8810 images/s
[08/07 08:15:42] ppdet.engine INFO: Epoch: [6] [  300/54024] learning_rate: 0.000100 loss_class: 0.738989 loss_bbox: 0.119388 loss_giou: 0.549651 loss_class_aux: 4.586067 loss_bbox_aux: 0.769767 loss_giou_aux: 3.317301 loss_class_dn: 0.373238 loss_bbox_dn: 0.109957 loss_giou_dn: 0.425531 loss_class_aux_dn: 1.969740 loss_bbox_aux_dn: 0.680062 loss_giou_aux_dn: 2.402826 loss: 16.225214 eta: 50 days, 21:49:21 batch_cost: 1.0929 data_cost: 0.0007 ips: 7.3199 images/s
[08/07 08:17:39] ppdet.engine INFO: Epoch: [6] [  400/54024] learning_rate: 0.000100 loss_class: 0.707442 loss_bbox: 0.113339 loss_giou: 0.503145 loss_class_aux: 4.366717 loss_bbox_aux: 0.746140 loss_giou_aux: 3.180366 loss_class_dn: 0.350805 loss_bbox_dn: 0.112419 loss_giou_dn: 0.395755 loss_class_aux_dn: 1.861153 loss_bbox_aux_dn: 0.696337 loss_giou_aux_dn: 2.222620 loss: 14.977627 eta: 49 days, 18:03:23 batch_cost: 1.1214 data_cost: 0.0007 ips: 7.1338 images/s
[08/07 08:19:35] ppdet.engine INFO: Epoch: [6] [  500/54024] learning_rate: 0.000100 loss_class: 0.722325 loss_bbox: 0.115366 loss_giou: 0.498465 loss_class_aux: 4.459374 loss_bbox_aux: 0.745908 loss_giou_aux: 3.084104 loss_class_dn: 0.354867 loss_bbox_dn: 0.112374 loss_giou_dn: 0.384057 loss_class_aux_dn: 1.922515 loss_bbox_aux_dn: 0.688530 loss_giou_aux_dn: 2.162452 loss: 16.031174 eta: 48 days, 22:10:26 batch_cost: 1.1053 data_cost: 0.0048 ips: 7.2379 images/s
[08/07 08:21:29] ppdet.engine INFO: Epoch: [6] [  600/54024] learning_rate: 0.000100 loss_class: 0.723262 loss_bbox: 0.113690 loss_giou: 0.510542 loss_class_aux: 4.483211 loss_bbox_aux: 0.746371 loss_giou_aux: 3.198687 loss_class_dn: 0.351914 loss_bbox_dn: 0.111550 loss_giou_dn: 0.396804 loss_class_aux_dn: 1.905409 loss_bbox_aux_dn: 0.687954 loss_giou_aux_dn: 2.271006 loss: 15.637431 eta: 48 days, 4:36:58 batch_cost: 1.0793 data_cost: 0.0007 ips: 7.4121 images/s
[08/07 08:23:21] ppdet.engine INFO: Epoch: [6] [  700/54024] learning_rate: 0.000100 loss_class: 0.713101 loss_bbox: 0.121331 loss_giou: 0.526680 loss_class_aux: 4.419969 loss_bbox_aux: 0.792783 loss_giou_aux: 3.354852 loss_class_dn: 0.369102 loss_bbox_dn: 0.112998 loss_giou_dn: 0.415351 loss_class_aux_dn: 1.964294 loss_bbox_aux_dn: 0.681613 loss_giou_aux_dn: 2.326679 loss: 16.039288 eta: 47 days, 14:57:09 batch_cost: 1.0715 data_cost: 0.0304 ips: 7.4663 images/s
[08/07 08:25:14] ppdet.engine INFO: Epoch: [6] [  800/54024] learning_rate: 0.000100 loss_class: 0.685378 loss_bbox: 0.107619 loss_giou: 0.534556 loss_class_aux: 4.236626 loss_bbox_aux: 0.696122 loss_giou_aux: 3.281686 loss_class_dn: 0.352985 loss_bbox_dn: 0.100493 loss_giou_dn: 0.400395 loss_class_aux_dn: 1.861425 loss_bbox_aux_dn: 0.627767 loss_giou_aux_dn: 2.268040 loss: 15.284233 eta: 47 days, 5:34:45 batch_cost: 1.0786 data_cost: 0.0007 ips: 7.4167 images/s
[08/07 08:27:02] ppdet.engine INFO: Epoch: [6] [  900/54024] learning_rate: 0.000100 loss_class: 0.648249 loss_bbox: 0.111265 loss_giou: 0.507374 loss_class_aux: 4.066094 loss_bbox_aux: 0.729887 loss_giou_aux: 3.152385 loss_class_dn: 0.334147 loss_bbox_dn: 0.110266 loss_giou_dn: 0.404417 loss_class_aux_dn: 1.804570 loss_bbox_aux_dn: 0.668148 loss_giou_aux_dn: 2.271847 loss: 15.112624 eta: 46 days, 16:48:25 batch_cost: 1.0288 data_cost: 0.0007 ips: 7.7757 images/s
[08/07 08:28:53] ppdet.engine INFO: Epoch: [6] [ 1000/54024] learning_rate: 0.000100 loss_class: 0.756205 loss_bbox: 0.118293 loss_giou: 0.544040 loss_class_aux: 4.683758 loss_bbox_aux: 0.767994 loss_giou_aux: 3.346873 loss_class_dn: 0.380549 loss_bbox_dn: 0.114017 loss_giou_dn: 0.414620 loss_class_aux_dn: 2.046109 loss_bbox_aux_dn: 0.671357 loss_giou_aux_dn: 2.369344 loss: 16.437323 eta: 46 days, 8:53:38 batch_cost: 1.0522 data_cost: 0.0007 ips: 7.6029 images/s
[08/07 08:30:44] ppdet.engine INFO: Epoch: [6] [ 1100/54024] learning_rate: 0.000100 loss_class: 0.681659 loss_bbox: 0.106434 loss_giou: 0.494507 loss_class_aux: 4.248224 loss_bbox_aux: 0.700152 loss_giou_aux: 3.056886 loss_class_dn: 0.344543 loss_bbox_dn: 0.099902 loss_giou_dn: 0.383663 loss_class_aux_dn: 1.868028 loss_bbox_aux_dn: 0.634002 loss_giou_aux_dn: 2.172561 loss: 14.909303 eta: 46 days, 2:57:43 batch_cost: 1.0583 data_cost: 0.0007 ips: 7.5590 images/s
[08/07 08:32:42] ppdet.engine INFO: Epoch: [6] [ 1200/54024] learning_rate: 0.000100 loss_class: 0.713562 loss_bbox: 0.107893 loss_giou: 0.510990 loss_class_aux: 4.476166 loss_bbox_aux: 0.717876 loss_giou_aux: 3.137962 loss_class_dn: 0.348800 loss_bbox_dn: 0.110857 loss_giou_dn: 0.387174 loss_class_aux_dn: 1.897224 loss_bbox_aux_dn: 0.665796 loss_giou_aux_dn: 2.173083 loss: 15.219852 eta: 46 days, 3:32:36 batch_cost: 1.1254 data_cost: 0.0007 ips: 7.1085 images/s
[08/07 08:34:36] ppdet.engine INFO: Epoch: [6] [ 1300/54024] learning_rate: 0.000100 loss_class: 0.744541 loss_bbox: 0.118073 loss_giou: 0.546746 loss_class_aux: 4.632562 loss_bbox_aux: 0.777990 loss_giou_aux: 3.441023 loss_class_dn: 0.388830 loss_bbox_dn: 0.121381 loss_giou_dn: 0.435706 loss_class_aux_dn: 2.088976 loss_bbox_aux_dn: 0.706590 loss_giou_aux_dn: 2.436860 loss: 17.008625 eta: 46 days, 1:19:17 batch_cost: 1.0898 data_cost: 0.0276 ips: 7.3406 images/s
[08/07 08:36:58] ppdet.engine INFO: Epoch: [6] [ 1400/54024] learning_rate: 0.000100 loss_class: 0.696313 loss_bbox: 0.113439 loss_giou: 0.511649 loss_class_aux: 4.302201 loss_bbox_aux: 0.732818 loss_giou_aux: 3.171674 loss_class_dn: 0.345321 loss_bbox_dn: 0.112595 loss_giou_dn: 0.397283 loss_class_aux_dn: 1.865758 loss_bbox_aux_dn: 0.693833 loss_giou_aux_dn: 2.263580 loss: 15.344619 eta: 46 days, 19:01:36 batch_cost: 1.3674 data_cost: 0.3140 ips: 5.8506 images/s
[08/07 08:38:49] ppdet.engine INFO: Epoch: [6] [ 1500/54024] learning_rate: 0.000100 loss_class: 0.721880 loss_bbox: 0.119483 loss_giou: 0.497624 loss_class_aux: 4.533000 loss_bbox_aux: 0.777561 loss_giou_aux: 3.142121 loss_class_dn: 0.347696 loss_bbox_dn: 0.113204 loss_giou_dn: 0.396018 loss_class_aux_dn: 1.856829 loss_bbox_aux_dn: 0.691862 loss_giou_aux_dn: 2.221806 loss: 15.350458 eta: 46 days, 13:53:32 batch_cost: 1.0569 data_cost: 0.0007 ips: 7.5690 images/s
[08/07 08:40:39] ppdet.engine INFO: Epoch: [6] [ 1600/54024] learning_rate: 0.000100 loss_class: 0.682400 loss_bbox: 0.119333 loss_giou: 0.562971 loss_class_aux: 4.276298 loss_bbox_aux: 0.759361 loss_giou_aux: 3.492499 loss_class_dn: 0.353980 loss_bbox_dn: 0.107160 loss_giou_dn: 0.436865 loss_class_aux_dn: 1.902013 loss_bbox_aux_dn: 0.636591 loss_giou_aux_dn: 2.440155 loss: 16.362807 eta: 46 days, 8:44:59 batch_cost: 1.0465 data_cost: 0.0010 ips: 7.6445 images/s
[08/07 08:42:30] ppdet.engine INFO: Epoch: [6] [ 1700/54024] learning_rate: 0.000100 loss_class: 0.683171 loss_bbox: 0.115081 loss_giou: 0.521427 loss_class_aux: 4.221658 loss_bbox_aux: 0.760489 loss_giou_aux: 3.219335 loss_class_dn: 0.347496 loss_bbox_dn: 0.107545 loss_giou_dn: 0.397342 loss_class_aux_dn: 1.840449 loss_bbox_aux_dn: 0.659883 loss_giou_aux_dn: 2.219589 loss: 15.418364 eta: 46 days, 4:52:44 batch_cost: 1.0580 data_cost: 0.0007 ips: 7.5613 images/s
[08/07 08:44:21] ppdet.engine INFO: Epoch: [6] [ 1800/54024] learning_rate: 0.000100 loss_class: 0.667403 loss_bbox: 0.108876 loss_giou: 0.474033 loss_class_aux: 4.111701 loss_bbox_aux: 0.712000 loss_giou_aux: 2.953055 loss_class_dn: 0.337440 loss_bbox_dn: 0.106083 loss_giou_dn: 0.364494 loss_class_aux_dn: 1.884175 loss_bbox_aux_dn: 0.652801 loss_giou_aux_dn: 2.085814 loss: 14.641612 eta: 46 days, 1:05:57 batch_cost: 1.0519 data_cost: 0.0012 ips: 7.6052 images/s
[08/07 08:46:28] ppdet.engine INFO: Epoch: [6] [ 1900/54024] learning_rate: 0.000100 loss_class: 0.702413 loss_bbox: 0.122584 loss_giou: 0.519055 loss_class_aux: 4.386656 loss_bbox_aux: 0.787735 loss_giou_aux: 3.205914 loss_class_dn: 0.347932 loss_bbox_dn: 0.118870 loss_giou_dn: 0.393247 loss_class_aux_dn: 1.907470 loss_bbox_aux_dn: 0.720955 loss_giou_aux_dn: 2.235667 loss: 15.372209 eta: 46 days, 6:40:50 batch_cost: 1.2241 data_cost: 0.0007 ips: 6.5354 images/s
[08/07 08:48:23] ppdet.engine INFO: Epoch: [6] [ 2000/54024] learning_rate: 0.000100 loss_class: 0.705872 loss_bbox: 0.108631 loss_giou: 0.500148 loss_class_aux: 4.395299 loss_bbox_aux: 0.716719 loss_giou_aux: 3.151176 loss_class_dn: 0.348088 loss_bbox_dn: 0.107236 loss_giou_dn: 0.371131 loss_class_aux_dn: 1.893441 loss_bbox_aux_dn: 0.663067 loss_giou_aux_dn: 2.161458 loss: 14.917848 eta: 46 days, 5:11:03 batch_cost: 1.0924 data_cost: 0.0420 ips: 7.3234 images/s
[08/07 08:50:12] ppdet.engine INFO: Epoch: [6] [ 2100/54024] learning_rate: 0.000100 loss_class: 0.678344 loss_bbox: 0.113124 loss_giou: 0.473789 loss_class_aux: 4.194208 loss_bbox_aux: 0.747679 loss_giou_aux: 3.013561 loss_class_dn: 0.346626 loss_bbox_dn: 0.106241 loss_giou_dn: 0.389359 loss_class_aux_dn: 1.862903 loss_bbox_aux_dn: 0.637426 loss_giou_aux_dn: 2.190330 loss: 15.182854 eta: 46 days, 1:32:35 batch_cost: 1.0439 data_cost: 0.0007 ips: 7.6636 images/s
[08/07 08:52:12] ppdet.engine INFO: Epoch: [6] [ 2200/54024] learning_rate: 0.000100 loss_class: 0.727927 loss_bbox: 0.118101 loss_giou: 0.555534 loss_class_aux: 4.485996 loss_bbox_aux: 0.739977 loss_giou_aux: 3.413813 loss_class_dn: 0.363670 loss_bbox_dn: 0.109192 loss_giou_dn: 0.415452 loss_class_aux_dn: 2.005575 loss_bbox_aux_dn: 0.673667 loss_giou_aux_dn: 2.322299 loss: 15.995666 eta: 46 days, 2:54:00 batch_cost: 1.1477 data_cost: 0.0324 ips: 6.9702 images/s
[08/07 08:54:01] ppdet.engine INFO: Epoch: [6] [ 2300/54024] learning_rate: 0.000100 loss_class: 0.702988 loss_bbox: 0.114099 loss_giou: 0.516765 loss_class_aux: 4.363235 loss_bbox_aux: 0.765608 loss_giou_aux: 3.215191 loss_class_dn: 0.348850 loss_bbox_dn: 0.108309 loss_giou_dn: 0.397922 loss_class_aux_dn: 1.909868 loss_bbox_aux_dn: 0.670431 loss_giou_aux_dn: 2.255619 loss: 15.239052 eta: 45 days, 23:12:43 batch_cost: 1.0333 data_cost: 0.0007 ips: 7.7425 images/s
[08/07 08:55:57] ppdet.engine INFO: Epoch: [6] [ 2400/54024] learning_rate: 0.000100 loss_class: 0.719503 loss_bbox: 0.122199 loss_giou: 0.512262 loss_class_aux: 4.484319 loss_bbox_aux: 0.793280 loss_giou_aux: 3.173768 loss_class_dn: 0.365370 loss_bbox_dn: 0.116466 loss_giou_dn: 0.417535 loss_class_aux_dn: 1.951727 loss_bbox_aux_dn: 0.732375 loss_giou_aux_dn: 2.384828 loss: 15.936404 eta: 45 days, 22:57:28 batch_cost: 1.1092 data_cost: 0.0014 ips: 7.2126 images/s
[08/07 08:57:55] ppdet.engine INFO: Epoch: [6] [ 2500/54024] learning_rate: 0.000100 loss_class: 0.692594 loss_bbox: 0.103134 loss_giou: 0.494785 loss_class_aux: 4.248283 loss_bbox_aux: 0.701886 loss_giou_aux: 3.089154 loss_class_dn: 0.339737 loss_bbox_dn: 0.102911 loss_giou_dn: 0.386911 loss_class_aux_dn: 1.834998 loss_bbox_aux_dn: 0.636117 loss_giou_aux_dn: 2.222306 loss: 15.077991 eta: 45 days, 23:29:38 batch_cost: 1.1287 data_cost: 0.0264 ips: 7.0879 images/s
[08/07 08:59:53] ppdet.engine INFO: Epoch: [6] [ 2600/54024] learning_rate: 0.000100 loss_class: 0.706400 loss_bbox: 0.114268 loss_giou: 0.483578 loss_class_aux: 4.395350 loss_bbox_aux: 0.736229 loss_giou_aux: 3.044494 loss_class_dn: 0.344646 loss_bbox_dn: 0.105806 loss_giou_dn: 0.377530 loss_class_aux_dn: 1.874499 loss_bbox_aux_dn: 0.645568 loss_giou_aux_dn: 2.139633 loss: 15.078968 eta: 45 days, 23:51:26 batch_cost: 1.1253 data_cost: 0.0009 ips: 7.1093 images/s
[08/07 09:01:42] ppdet.engine INFO: Epoch: [6] [ 2700/54024] learning_rate: 0.000100 loss_class: 0.745047 loss_bbox: 0.114762 loss_giou: 0.530265 loss_class_aux: 4.600565 loss_bbox_aux: 0.768838 loss_giou_aux: 3.284293 loss_class_dn: 0.372988 loss_bbox_dn: 0.119621 loss_giou_dn: 0.421193 loss_class_aux_dn: 2.011776 loss_bbox_aux_dn: 0.737982 loss_giou_aux_dn: 2.391041 loss: 16.354829 eta: 45 days, 20:55:21 batch_cost: 1.0361 data_cost: 0.0007 ips: 7.7214 images/s
[08/07 09:03:34] ppdet.engine INFO: Epoch: [6] [ 2800/54024] learning_rate: 0.000100 loss_class: 0.663321 loss_bbox: 0.104726 loss_giou: 0.521239 loss_class_aux: 4.174363 loss_bbox_aux: 0.713949 loss_giou_aux: 3.216774 loss_class_dn: 0.335771 loss_bbox_dn: 0.110490 loss_giou_dn: 0.399667 loss_class_aux_dn: 1.803377 loss_bbox_aux_dn: 0.636767 loss_giou_aux_dn: 2.227778 loss: 15.263518 eta: 45 days, 19:10:29 batch_cost: 1.0638 data_cost: 0.0007 ips: 7.5202 images/s
[08/07 09:05:24] ppdet.engine INFO: Epoch: [6] [ 2900/54024] learning_rate: 0.000100 loss_class: 0.731163 loss_bbox: 0.116095 loss_giou: 0.534068 loss_class_aux: 4.591722 loss_bbox_aux: 0.764192 loss_giou_aux: 3.319032 loss_class_dn: 0.361992 loss_bbox_dn: 0.114801 loss_giou_dn: 0.413480 loss_class_aux_dn: 1.948678 loss_bbox_aux_dn: 0.680570 loss_giou_aux_dn: 2.336596 loss: 16.543445 eta: 45 days, 17:15:39 batch_cost: 1.0555 data_cost: 0.0007 ips: 7.5797 images/s
[08/07 09:07:13] ppdet.engine INFO: Epoch: [6] [ 3000/54024] learning_rate: 0.000100 loss_class: 0.665577 loss_bbox: 0.110499 loss_giou: 0.472551 loss_class_aux: 4.142371 loss_bbox_aux: 0.718925 loss_giou_aux: 2.998434 loss_class_dn: 0.342960 loss_bbox_dn: 0.104135 loss_giou_dn: 0.377577 loss_class_aux_dn: 1.910060 loss_bbox_aux_dn: 0.639191 loss_giou_aux_dn: 2.164860 loss: 14.935864 eta: 45 days, 14:48:19 batch_cost: 1.0352 data_cost: 0.0007 ips: 7.7278 images/s
[08/07 09:09:08] ppdet.engine INFO: Epoch: [6] [ 3100/54024] learning_rate: 0.000100 loss_class: 0.704444 loss_bbox: 0.114235 loss_giou: 0.478935 loss_class_aux: 4.397192 loss_bbox_aux: 0.745348 loss_giou_aux: 2.984768 loss_class_dn: 0.358343 loss_bbox_dn: 0.116795 loss_giou_dn: 0.370038 loss_class_aux_dn: 1.924738 loss_bbox_aux_dn: 0.722133 loss_giou_aux_dn: 2.137534 loss: 15.144454 eta: 45 days, 14:24:48 batch_cost: 1.0950 data_cost: 0.0007 ips: 7.3060 images/s
[08/07 09:11:06] ppdet.engine INFO: Epoch: [6] [ 3200/54024] learning_rate: 0.000100 loss_class: 0.728128 loss_bbox: 0.124099 loss_giou: 0.516964 loss_class_aux: 4.531852 loss_bbox_aux: 0.808356 loss_giou_aux: 3.218012 loss_class_dn: 0.361325 loss_bbox_dn: 0.120325 loss_giou_dn: 0.400035 loss_class_aux_dn: 1.947147 loss_bbox_aux_dn: 0.742562 loss_giou_aux_dn: 2.285922 loss: 16.081555 eta: 45 days, 14:56:09 batch_cost: 1.1238 data_cost: 0.0007 ips: 7.1185 images/s
[08/07 09:12:55] ppdet.engine INFO: Epoch: [6] [ 3300/54024] learning_rate: 0.000100 loss_class: 0.689226 loss_bbox: 0.117894 loss_giou: 0.516883 loss_class_aux: 4.183706 loss_bbox_aux: 0.754013 loss_giou_aux: 3.210293 loss_class_dn: 0.362918 loss_bbox_dn: 0.106452 loss_giou_dn: 0.395321 loss_class_aux_dn: 1.954716 loss_bbox_aux_dn: 0.655451 loss_giou_aux_dn: 2.234692 loss: 15.305943 eta: 45 days, 13:00:07 batch_cost: 1.0430 data_cost: 0.0035 ips: 7.6701 images/s
[08/07 09:14:45] ppdet.engine INFO: Epoch: [6] [ 3400/54024] learning_rate: 0.000100 loss_class: 0.718508 loss_bbox: 0.114376 loss_giou: 0.544420 loss_class_aux: 4.378736 loss_bbox_aux: 0.736007 loss_giou_aux: 3.379469 loss_class_dn: 0.345592 loss_bbox_dn: 0.112576 loss_giou_dn: 0.410075 loss_class_aux_dn: 1.905838 loss_bbox_aux_dn: 0.678340 loss_giou_aux_dn: 2.274350 loss: 15.467613 eta: 45 days, 11:20:22 batch_cost: 1.0485 data_cost: 0.0007 ips: 7.6300 images/s
[08/07 09:16:40] ppdet.engine INFO: Epoch: [6] [ 3500/54024] learning_rate: 0.000100 loss_class: 0.698751 loss_bbox: 0.109296 loss_giou: 0.497471 loss_class_aux: 4.325835 loss_bbox_aux: 0.709794 loss_giou_aux: 3.106765 loss_class_dn: 0.336644 loss_bbox_dn: 0.104757 loss_giou_dn: 0.400395 loss_class_aux_dn: 1.840500 loss_bbox_aux_dn: 0.641361 loss_giou_aux_dn: 2.266738 loss: 14.954175 eta: 45 days, 10:59:39 batch_cost: 1.0918 data_cost: 0.0007 ips: 7.3275 images/s
[08/07 09:18:47] ppdet.engine INFO: Epoch: [6] [ 3600/54024] learning_rate: 0.000100 loss_class: 0.700675 loss_bbox: 0.115319 loss_giou: 0.513739 loss_class_aux: 4.332864 loss_bbox_aux: 0.758891 loss_giou_aux: 3.200929 loss_class_dn: 0.353895 loss_bbox_dn: 0.100347 loss_giou_dn: 0.398706 loss_class_aux_dn: 1.894632 loss_bbox_aux_dn: 0.593359 loss_giou_aux_dn: 2.290680 loss: 15.981972 eta: 45 days, 14:10:58 batch_cost: 1.2198 data_cost: 0.1645 ips: 6.5586 images/s
[08/07 09:20:36] ppdet.engine INFO: Epoch: [6] [ 3700/54024] learning_rate: 0.000100 loss_class: 0.714380 loss_bbox: 0.119875 loss_giou: 0.528498 loss_class_aux: 4.379005 loss_bbox_aux: 0.777463 loss_giou_aux: 3.320856 loss_class_dn: 0.361529 loss_bbox_dn: 0.110265 loss_giou_dn: 0.413486 loss_class_aux_dn: 1.935889 loss_bbox_aux_dn: 0.683377 loss_giou_aux_dn: 2.330463 loss: 15.973722 eta: 45 days, 12:18:38 batch_cost: 1.0370 data_cost: 0.0027 ips: 7.7147 images/s
[08/07 09:22:26] ppdet.engine INFO: Epoch: [6] [ 3800/54024] learning_rate: 0.000100 loss_class: 0.681223 loss_bbox: 0.111251 loss_giou: 0.488382 loss_class_aux: 4.317020 loss_bbox_aux: 0.740667 loss_giou_aux: 3.024299 loss_class_dn: 0.332177 loss_bbox_dn: 0.111483 loss_giou_dn: 0.368441 loss_class_aux_dn: 1.792968 loss_bbox_aux_dn: 0.684574 loss_giou_aux_dn: 2.092631 loss: 14.527623 eta: 45 days, 10:55:02 batch_cost: 1.0516 data_cost: 0.0007 ips: 7.6071 images/s
[08/07 09:24:16] ppdet.engine INFO: Epoch: [6] [ 3900/54024] learning_rate: 0.000100 loss_class: 0.663283 loss_bbox: 0.115670 loss_giou: 0.474617 loss_class_aux: 4.170941 loss_bbox_aux: 0.722060 loss_giou_aux: 2.944323 loss_class_dn: 0.335731 loss_bbox_dn: 0.110381 loss_giou_dn: 0.382950 loss_class_aux_dn: 1.811515 loss_bbox_aux_dn: 0.688651 loss_giou_aux_dn: 2.203476 loss: 15.037098 eta: 45 days, 9:22:40 batch_cost: 1.0431 data_cost: 0.0007 ips: 7.6692 images/s
[08/07 09:26:13] ppdet.engine INFO: Epoch: [6] [ 4000/54024] learning_rate: 0.000100 loss_class: 0.700331 loss_bbox: 0.121452 loss_giou: 0.510493 loss_class_aux: 4.364383 loss_bbox_aux: 0.803555 loss_giou_aux: 3.196479 loss_class_dn: 0.360967 loss_bbox_dn: 0.108129 loss_giou_dn: 0.406754 loss_class_aux_dn: 1.939684 loss_bbox_aux_dn: 0.661685 loss_giou_aux_dn: 2.290725 loss: 15.762523 eta: 45 days, 9:38:32 batch_cost: 1.1130 data_cost: 0.0007 ips: 7.1876 images/s
[08/07 09:28:11] ppdet.engine INFO: Epoch: [6] [ 4100/54024] learning_rate: 0.000100 loss_class: 0.724316 loss_bbox: 0.112488 loss_giou: 0.533813 loss_class_aux: 4.515846 loss_bbox_aux: 0.739281 loss_giou_aux: 3.365585 loss_class_dn: 0.357860 loss_bbox_dn: 0.106689 loss_giou_dn: 0.408268 loss_class_aux_dn: 1.898906 loss_bbox_aux_dn: 0.639344 loss_giou_aux_dn: 2.285751 loss: 15.891964 eta: 45 days, 10:21:07 batch_cost: 1.1321 data_cost: 0.0007 ips: 7.0666 images/s
[08/07 09:30:02] ppdet.engine INFO: Epoch: [6] [ 4200/54024] learning_rate: 0.000100 loss_class: 0.703608 loss_bbox: 0.113357 loss_giou: 0.514453 loss_class_aux: 4.291852 loss_bbox_aux: 0.713080 loss_giou_aux: 3.129570 loss_class_dn: 0.348089 loss_bbox_dn: 0.116731 loss_giou_dn: 0.381090 loss_class_aux_dn: 1.914005 loss_bbox_aux_dn: 0.702024 loss_giou_aux_dn: 2.171684 loss: 15.039006 eta: 45 days, 9:11:22 batch_cost: 1.0541 data_cost: 0.0007 ips: 7.5895 images/s
[08/07 09:31:57] ppdet.engine INFO: Epoch: [6] [ 4300/54024] learning_rate: 0.000100 loss_class: 0.675669 loss_bbox: 0.106969 loss_giou: 0.498655 loss_class_aux: 4.199192 loss_bbox_aux: 0.710489 loss_giou_aux: 3.069189 loss_class_dn: 0.343701 loss_bbox_dn: 0.098458 loss_giou_dn: 0.386485 loss_class_aux_dn: 1.866097 loss_bbox_aux_dn: 0.629338 loss_giou_aux_dn: 2.187612 loss: 15.082508 eta: 45 days, 9:11:05 batch_cost: 1.1021 data_cost: 0.0007 ips: 7.2587 images/s
[08/07 09:33:47] ppdet.engine INFO: Epoch: [6] [ 4400/54024] learning_rate: 0.000100 loss_class: 0.698923 loss_bbox: 0.116374 loss_giou: 0.530730 loss_class_aux: 4.216323 loss_bbox_aux: 0.734989 loss_giou_aux: 3.248249 loss_class_dn: 0.352169 loss_bbox_dn: 0.112549 loss_giou_dn: 0.399067 loss_class_aux_dn: 1.925877 loss_bbox_aux_dn: 0.682250 loss_giou_aux_dn: 2.255454 loss: 15.516755 eta: 45 days, 7:54:27 batch_cost: 1.0456 data_cost: 0.0007 ips: 7.6514 images/s
[08/07 09:35:38] ppdet.engine INFO: Epoch: [6] [ 4500/54024] learning_rate: 0.000100 loss_class: 0.730454 loss_bbox: 0.113669 loss_giou: 0.540584 loss_class_aux: 4.481965 loss_bbox_aux: 0.744146 loss_giou_aux: 3.362122 loss_class_dn: 0.372863 loss_bbox_dn: 0.112306 loss_giou_dn: 0.420175 loss_class_aux_dn: 2.004774 loss_bbox_aux_dn: 0.689430 loss_giou_aux_dn: 2.402855 loss: 16.255016 eta: 45 days, 7:02:55 batch_cost: 1.0621 data_cost: 0.0007 ips: 7.5324 images/s
[08/07 09:37:37] ppdet.engine INFO: Epoch: [6] [ 4600/54024] learning_rate: 0.000100 loss_class: 0.736070 loss_bbox: 0.126473 loss_giou: 0.559466 loss_class_aux: 4.532976 loss_bbox_aux: 0.811006 loss_giou_aux: 3.529575 loss_class_dn: 0.373465 loss_bbox_dn: 0.114652 loss_giou_dn: 0.425481 loss_class_aux_dn: 2.021942 loss_bbox_aux_dn: 0.710075 loss_giou_aux_dn: 2.453591 loss: 16.423229 eta: 45 days, 7:46:19 batch_cost: 1.1340 data_cost: 0.0007 ips: 7.0547 images/s
[08/07 09:39:25] ppdet.engine INFO: Epoch: [6] [ 4700/54024] learning_rate: 0.000100 loss_class: 0.704663 loss_bbox: 0.119641 loss_giou: 0.542127 loss_class_aux: 4.356073 loss_bbox_aux: 0.768715 loss_giou_aux: 3.402377 loss_class_dn: 0.371846 loss_bbox_dn: 0.106609 loss_giou_dn: 0.420682 loss_class_aux_dn: 2.002408 loss_bbox_aux_dn: 0.644124 loss_giou_aux_dn: 2.391644 loss: 16.561129 eta: 45 days, 6:12:38 batch_cost: 1.0269 data_cost: 0.0007 ips: 7.7902 images/s
[08/07 09:41:16] ppdet.engine INFO: Epoch: [6] [ 4800/54024] learning_rate: 0.000100 loss_class: 0.680611 loss_bbox: 0.110271 loss_giou: 0.512336 loss_class_aux: 4.296813 loss_bbox_aux: 0.731112 loss_giou_aux: 3.221390 loss_class_dn: 0.345130 loss_bbox_dn: 0.114345 loss_giou_dn: 0.405017 loss_class_aux_dn: 1.867672 loss_bbox_aux_dn: 0.690010 loss_giou_aux_dn: 2.261688 loss: 15.760884 eta: 45 days, 5:19:23 batch_cost: 1.0565 data_cost: 0.0007 ips: 7.5719 images/s
[08/07 09:43:06] ppdet.engine INFO: Epoch: [6] [ 4900/54024] learning_rate: 0.000100 loss_class: 0.717650 loss_bbox: 0.121844 loss_giou: 0.550783 loss_class_aux: 4.408743 loss_bbox_aux: 0.799205 loss_giou_aux: 3.400737 loss_class_dn: 0.371044 loss_bbox_dn: 0.115359 loss_giou_dn: 0.420933 loss_class_aux_dn: 2.001350 loss_bbox_aux_dn: 0.688252 loss_giou_aux_dn: 2.408341 loss: 16.241199 eta: 45 days, 4:17:16 batch_cost: 1.0475 data_cost: 0.0007 ips: 7.6373 images/s
[08/07 09:44:57] ppdet.engine INFO: Epoch: [6] [ 5000/54024] learning_rate: 0.000100 loss_class: 0.683506 loss_bbox: 0.116441 loss_giou: 0.481637 loss_class_aux: 4.262743 loss_bbox_aux: 0.732938 loss_giou_aux: 2.984351 loss_class_dn: 0.340311 loss_bbox_dn: 0.106660 loss_giou_dn: 0.384100 loss_class_aux_dn: 1.827993 loss_bbox_aux_dn: 0.661523 loss_giou_aux_dn: 2.159727 loss: 15.225579 eta: 45 days, 3:33:28 batch_cost: 1.0609 data_cost: 0.0057 ips: 7.5408 images/s
[08/07 09:46:52] ppdet.engine INFO: Epoch: [6] [ 5100/54024] learning_rate: 0.000100 loss_class: 0.709107 loss_bbox: 0.118983 loss_giou: 0.535583 loss_class_aux: 4.385091 loss_bbox_aux: 0.778597 loss_giou_aux: 3.402928 loss_class_dn: 0.358251 loss_bbox_dn: 0.114470 loss_giou_dn: 0.420413 loss_class_aux_dn: 1.926866 loss_bbox_aux_dn: 0.681572 loss_giou_aux_dn: 2.362552 loss: 16.232392 eta: 45 days, 3:36:44 batch_cost: 1.0999 data_cost: 0.0307 ips: 7.2732 images/s
[08/07 09:48:48] ppdet.engine INFO: Epoch: [6] [ 5200/54024] learning_rate: 0.000100 loss_class: 0.703785 loss_bbox: 0.105719 loss_giou: 0.511732 loss_class_aux: 4.385477 loss_bbox_aux: 0.696477 loss_giou_aux: 3.145467 loss_class_dn: 0.352021 loss_bbox_dn: 0.108622 loss_giou_dn: 0.392850 loss_class_aux_dn: 1.881480 loss_bbox_aux_dn: 0.672997 loss_giou_aux_dn: 2.224007 loss: 15.217442 eta: 45 days, 3:47:09 batch_cost: 1.1064 data_cost: 0.0007 ips: 7.2309 images/s
[08/07 09:50:39] ppdet.engine INFO: Epoch: [6] [ 5300/54024] learning_rate: 0.000100 loss_class: 0.675676 loss_bbox: 0.108337 loss_giou: 0.514550 loss_class_aux: 4.171135 loss_bbox_aux: 0.697854 loss_giou_aux: 3.240371 loss_class_dn: 0.362548 loss_bbox_dn: 0.101448 loss_giou_dn: 0.402946 loss_class_aux_dn: 1.909111 loss_bbox_aux_dn: 0.614894 loss_giou_aux_dn: 2.307088 loss: 15.716605 eta: 45 days, 2:57:33 batch_cost: 1.0532 data_cost: 0.0021 ips: 7.5962 images/s
[08/07 09:52:27] ppdet.engine INFO: Epoch: [6] [ 5400/54024] learning_rate: 0.000100 loss_class: 0.734782 loss_bbox: 0.125960 loss_giou: 0.544201 loss_class_aux: 4.553086 loss_bbox_aux: 0.832140 loss_giou_aux: 3.375207 loss_class_dn: 0.375589 loss_bbox_dn: 0.114786 loss_giou_dn: 0.436824 loss_class_aux_dn: 2.006551 loss_bbox_aux_dn: 0.694535 loss_giou_aux_dn: 2.415563 loss: 16.440188 eta: 45 days, 1:40:33 batch_cost: 1.0266 data_cost: 0.0007 ips: 7.7926 images/s
[08/07 09:54:19] ppdet.engine INFO: Epoch: [6] [ 5500/54024] learning_rate: 0.000100 loss_class: 0.693576 loss_bbox: 0.119340 loss_giou: 0.508367 loss_class_aux: 4.315995 loss_bbox_aux: 0.772590 loss_giou_aux: 3.134434 loss_class_dn: 0.341052 loss_bbox_dn: 0.114685 loss_giou_dn: 0.396635 loss_class_aux_dn: 1.889509 loss_bbox_aux_dn: 0.698556 loss_giou_aux_dn: 2.280323 loss: 15.463265 eta: 45 days, 1:14:22 batch_cost: 1.0712 data_cost: 0.0007 ips: 7.4683 images/s
[08/07 09:56:07] ppdet.engine INFO: Epoch: [6] [ 5600/54024] learning_rate: 0.000100 loss_class: 0.685315 loss_bbox: 0.115141 loss_giou: 0.462534 loss_class_aux: 4.291216 loss_bbox_aux: 0.724704 loss_giou_aux: 2.879506 loss_class_dn: 0.329288 loss_bbox_dn: 0.111393 loss_giou_dn: 0.373865 loss_class_aux_dn: 1.799626 loss_bbox_aux_dn: 0.672992 loss_giou_aux_dn: 2.128315 loss: 14.517155 eta: 45 days, 0:06:22 batch_cost: 1.0309 data_cost: 0.0007 ips: 7.7603 images/s
[08/07 09:58:00] ppdet.engine INFO: Epoch: [6] [ 5700/54024] learning_rate: 0.000100 loss_class: 0.683836 loss_bbox: 0.107911 loss_giou: 0.561313 loss_class_aux: 4.324160 loss_bbox_aux: 0.710609 loss_giou_aux: 3.452568 loss_class_dn: 0.352312 loss_bbox_dn: 0.103474 loss_giou_dn: 0.416367 loss_class_aux_dn: 1.857439 loss_bbox_aux_dn: 0.620745 loss_giou_aux_dn: 2.322788 loss: 15.670643 eta: 44 days, 23:48:16 batch_cost: 1.0766 data_cost: 0.0128 ips: 7.4308 images/s
[08/07 09:59:58] ppdet.engine INFO: Epoch: [6] [ 5800/54024] learning_rate: 0.000100 loss_class: 0.693013 loss_bbox: 0.121422 loss_giou: 0.561689 loss_class_aux: 4.385315 loss_bbox_aux: 0.762257 loss_giou_aux: 3.509580 loss_class_dn: 0.354966 loss_bbox_dn: 0.102216 loss_giou_dn: 0.417140 loss_class_aux_dn: 1.900523 loss_bbox_aux_dn: 0.650909 loss_giou_aux_dn: 2.398221 loss: 16.234445 eta: 45 days, 0:20:54 batch_cost: 1.1257 data_cost: 0.0975 ips: 7.1069 images/s
[08/07 10:01:51] ppdet.engine INFO: Epoch: [6] [ 5900/54024] learning_rate: 0.000100 loss_class: 0.744812 loss_bbox: 0.123373 loss_giou: 0.505169 loss_class_aux: 4.648232 loss_bbox_aux: 0.796616 loss_giou_aux: 3.181556 loss_class_dn: 0.382657 loss_bbox_dn: 0.108504 loss_giou_dn: 0.409042 loss_class_aux_dn: 2.053628 loss_bbox_aux_dn: 0.660499 loss_giou_aux_dn: 2.351057 loss: 16.564617 eta: 45 days, 0:07:06 batch_cost: 1.0806 data_cost: 0.0007 ips: 7.4031 images/s
[08/07 10:03:42] ppdet.engine INFO: Epoch: [6] [ 6000/54024] learning_rate: 0.000100 loss_class: 0.689927 loss_bbox: 0.112335 loss_giou: 0.481491 loss_class_aux: 4.226805 loss_bbox_aux: 0.744081 loss_giou_aux: 3.069777 loss_class_dn: 0.333281 loss_bbox_dn: 0.110494 loss_giou_dn: 0.402603 loss_class_aux_dn: 1.813777 loss_bbox_aux_dn: 0.674162 loss_giou_aux_dn: 2.266291 loss: 15.374246 eta: 44 days, 23:29:37 batch_cost: 1.0563 data_cost: 0.0007 ips: 7.5737 images/s
[08/07 10:05:33] ppdet.engine INFO: Epoch: [6] [ 6100/54024] learning_rate: 0.000100 loss_class: 0.726813 loss_bbox: 0.118234 loss_giou: 0.540863 loss_class_aux: 4.618738 loss_bbox_aux: 0.767547 loss_giou_aux: 3.374412 loss_class_dn: 0.360959 loss_bbox_dn: 0.114952 loss_giou_dn: 0.405944 loss_class_aux_dn: 1.958739 loss_bbox_aux_dn: 0.693826 loss_giou_aux_dn: 2.356997 loss: 15.980492 eta: 44 days, 22:48:48 batch_cost: 1.0516 data_cost: 0.0007 ips: 7.6071 images/s
[08/07 10:07:22] ppdet.engine INFO: Epoch: [6] [ 6200/54024] learning_rate: 0.000100 loss_class: 0.699574 loss_bbox: 0.112630 loss_giou: 0.492582 loss_class_aux: 4.337929 loss_bbox_aux: 0.725921 loss_giou_aux: 3.114465 loss_class_dn: 0.350669 loss_bbox_dn: 0.106219 loss_giou_dn: 0.410221 loss_class_aux_dn: 1.876362 loss_bbox_aux_dn: 0.673652 loss_giou_aux_dn: 2.308349 loss: 15.680357 eta: 44 days, 22:00:02 batch_cost: 1.0420 data_cost: 0.0007 ips: 7.6775 images/s
[08/07 10:09:12] ppdet.engine INFO: Epoch: [6] [ 6300/54024] learning_rate: 0.000100 loss_class: 0.740065 loss_bbox: 0.118961 loss_giou: 0.546791 loss_class_aux: 4.599534 loss_bbox_aux: 0.781424 loss_giou_aux: 3.412535 loss_class_dn: 0.365507 loss_bbox_dn: 0.107916 loss_giou_dn: 0.421643 loss_class_aux_dn: 1.992955 loss_bbox_aux_dn: 0.672634 loss_giou_aux_dn: 2.384865 loss: 16.203423 eta: 44 days, 21:12:39 batch_cost: 1.0419 data_cost: 0.0007 ips: 7.6782 images/s
[08/07 10:11:06] ppdet.engine INFO: Epoch: [6] [ 6400/54024] learning_rate: 0.000100 loss_class: 0.694487 loss_bbox: 0.112231 loss_giou: 0.497654 loss_class_aux: 4.310704 loss_bbox_aux: 0.734010 loss_giou_aux: 3.154881 loss_class_dn: 0.342356 loss_bbox_dn: 0.102049 loss_giou_dn: 0.396204 loss_class_aux_dn: 1.829843 loss_bbox_aux_dn: 0.632702 loss_giou_aux_dn: 2.277071 loss: 15.104888 eta: 44 days, 21:15:45 batch_cost: 1.0948 data_cost: 0.0080 ips: 7.3070 images/s
[08/07 10:13:01] ppdet.engine INFO: Epoch: [6] [ 6500/54024] learning_rate: 0.000100 loss_class: 0.785414 loss_bbox: 0.120135 loss_giou: 0.563442 loss_class_aux: 4.922218 loss_bbox_aux: 0.810300 loss_giou_aux: 3.560853 loss_class_dn: 0.398159 loss_bbox_dn: 0.125869 loss_giou_dn: 0.446436 loss_class_aux_dn: 2.113271 loss_bbox_aux_dn: 0.773366 loss_giou_aux_dn: 2.526144 loss: 17.095177 eta: 44 days, 21:16:41 batch_cost: 1.0926 data_cost: 0.0282 ips: 7.3218 images/s
[08/07 10:14:52] ppdet.engine INFO: Epoch: [6] [ 6600/54024] learning_rate: 0.000100 loss_class: 0.673133 loss_bbox: 0.111289 loss_giou: 0.503040 loss_class_aux: 4.150018 loss_bbox_aux: 0.729732 loss_giou_aux: 3.197339 loss_class_dn: 0.337771 loss_bbox_dn: 0.104013 loss_giou_dn: 0.390065 loss_class_aux_dn: 1.838576 loss_bbox_aux_dn: 0.656602 loss_giou_aux_dn: 2.223561 loss: 15.036492 eta: 44 days, 20:51:04 batch_cost: 1.0632 data_cost: 0.0007 ips: 7.5246 images/s
[08/07 10:16:48] ppdet.engine INFO: Epoch: [6] [ 6700/54024] learning_rate: 0.000100 loss_class: 0.708629 loss_bbox: 0.118746 loss_giou: 0.522383 loss_class_aux: 4.346248 loss_bbox_aux: 0.775390 loss_giou_aux: 3.234116 loss_class_dn: 0.355541 loss_bbox_dn: 0.113501 loss_giou_dn: 0.412793 loss_class_aux_dn: 1.894374 loss_bbox_aux_dn: 0.694794 loss_giou_aux_dn: 2.318759 loss: 15.690520 eta: 44 days, 21:03:07 batch_cost: 1.1049 data_cost: 0.0007 ips: 7.2403 images/s
[08/07 10:18:46] ppdet.engine INFO: Epoch: [6] [ 6800/54024] learning_rate: 0.000100 loss_class: 0.702988 loss_bbox: 0.122269 loss_giou: 0.497741 loss_class_aux: 4.329465 loss_bbox_aux: 0.788764 loss_giou_aux: 3.132866 loss_class_dn: 0.357059 loss_bbox_dn: 0.109491 loss_giou_dn: 0.383822 loss_class_aux_dn: 1.947219 loss_bbox_aux_dn: 0.667601 loss_giou_aux_dn: 2.239319 loss: 15.746161 eta: 44 days, 21:36:36 batch_cost: 1.1300 data_cost: 0.0007 ips: 7.0798 images/s
[08/07 10:20:41] ppdet.engine INFO: Epoch: [6] [ 6900/54024] learning_rate: 0.000100 loss_class: 0.699191 loss_bbox: 0.107775 loss_giou: 0.476232 loss_class_aux: 4.258642 loss_bbox_aux: 0.704906 loss_giou_aux: 2.965162 loss_class_dn: 0.340038 loss_bbox_dn: 0.104480 loss_giou_dn: 0.391406 loss_class_aux_dn: 1.839443 loss_bbox_aux_dn: 0.659601 loss_giou_aux_dn: 2.165937 loss: 15.088989 eta: 44 days, 21:39:50 batch_cost: 1.0960 data_cost: 0.0007 ips: 7.2994 images/s
[08/07 10:22:33] ppdet.engine INFO: Epoch: [6] [ 7000/54024] learning_rate: 0.000100 loss_class: 0.691876 loss_bbox: 0.111720 loss_giou: 0.497757 loss_class_aux: 4.286957 loss_bbox_aux: 0.734264 loss_giou_aux: 3.015955 loss_class_dn: 0.344081 loss_bbox_dn: 0.107428 loss_giou_dn: 0.380602 loss_class_aux_dn: 1.864528 loss_bbox_aux_dn: 0.654915 loss_giou_aux_dn: 2.177857 loss: 14.853606 eta: 44 days, 21:24:30 batch_cost: 1.0742 data_cost: 0.0007 ips: 7.4473 images/s
[08/07 10:24:23] ppdet.engine INFO: Epoch: [6] [ 7100/54024] learning_rate: 0.000100 loss_class: 0.752178 loss_bbox: 0.125710 loss_giou: 0.584701 loss_class_aux: 4.726282 loss_bbox_aux: 0.790835 loss_giou_aux: 3.672713 loss_class_dn: 0.384508 loss_bbox_dn: 0.114087 loss_giou_dn: 0.453908 loss_class_aux_dn: 2.085438 loss_bbox_aux_dn: 0.697885 loss_giou_aux_dn: 2.593562 loss: 16.971812 eta: 44 days, 20:44:27 batch_cost: 1.0442 data_cost: 0.0007 ips: 7.6616 images/s
[08/07 10:26:16] ppdet.engine INFO: Epoch: [6] [ 7200/54024] learning_rate: 0.000100 loss_class: 0.690135 loss_bbox: 0.107640 loss_giou: 0.490807 loss_class_aux: 4.234772 loss_bbox_aux: 0.741358 loss_giou_aux: 3.067772 loss_class_dn: 0.340401 loss_bbox_dn: 0.106087 loss_giou_dn: 0.386345 loss_class_aux_dn: 1.851258 loss_bbox_aux_dn: 0.634135 loss_giou_aux_dn: 2.170534 loss: 15.284785 eta: 44 days, 20:33:22 batch_cost: 1.0781 data_cost: 0.0045 ips: 7.4208 images/s
[08/07 10:28:15] ppdet.engine INFO: Epoch: [6] [ 7300/54024] learning_rate: 0.000100 loss_class: 0.700287 loss_bbox: 0.113341 loss_giou: 0.546693 loss_class_aux: 4.412603 loss_bbox_aux: 0.712595 loss_giou_aux: 3.421609 loss_class_dn: 0.352105 loss_bbox_dn: 0.108216 loss_giou_dn: 0.417981 loss_class_aux_dn: 1.916958 loss_bbox_aux_dn: 0.666691 loss_giou_aux_dn: 2.378818 loss: 15.533772 eta: 44 days, 21:11:56 batch_cost: 1.1388 data_cost: 0.0007 ips: 7.0246 images/s
[08/07 10:30:11] ppdet.engine INFO: Epoch: [6] [ 7400/54024] learning_rate: 0.000100 loss_class: 0.735986 loss_bbox: 0.118659 loss_giou: 0.516114 loss_class_aux: 4.599579 loss_bbox_aux: 0.756616 loss_giou_aux: 3.225815 loss_class_dn: 0.373731 loss_bbox_dn: 0.116227 loss_giou_dn: 0.408098 loss_class_aux_dn: 2.003997 loss_bbox_aux_dn: 0.709862 loss_giou_aux_dn: 2.310780 loss: 15.771185 eta: 44 days, 21:26:11 batch_cost: 1.1099 data_cost: 0.0007 ips: 7.2079 images/s
[08/07 10:32:04] ppdet.engine INFO: Epoch: [6] [ 7500/54024] learning_rate: 0.000100 loss_class: 0.709231 loss_bbox: 0.117932 loss_giou: 0.513703 loss_class_aux: 4.362674 loss_bbox_aux: 0.796025 loss_giou_aux: 3.255478 loss_class_dn: 0.359646 loss_bbox_dn: 0.114027 loss_giou_dn: 0.402467 loss_class_aux_dn: 1.938365 loss_bbox_aux_dn: 0.705119 loss_giou_aux_dn: 2.296662 loss: 15.810935 eta: 44 days, 21:17:12 batch_cost: 1.0810 data_cost: 0.0007 ips: 7.4003 images/s
[08/07 10:33:57] ppdet.engine INFO: Epoch: [6] [ 7600/54024] learning_rate: 0.000100 loss_class: 0.699961 loss_bbox: 0.114931 loss_giou: 0.500013 loss_class_aux: 4.334615 loss_bbox_aux: 0.747249 loss_giou_aux: 3.158931 loss_class_dn: 0.351950 loss_bbox_dn: 0.116023 loss_giou_dn: 0.400687 loss_class_aux_dn: 1.888950 loss_bbox_aux_dn: 0.692009 loss_giou_aux_dn: 2.290964 loss: 15.490191 eta: 44 days, 21:03:36 batch_cost: 1.0749 data_cost: 0.0007 ips: 7.4427 images/s
[08/07 10:35:51] ppdet.engine INFO: Epoch: [6] [ 7700/54024] learning_rate: 0.000100 loss_class: 0.663186 loss_bbox: 0.108095 loss_giou: 0.480470 loss_class_aux: 4.108065 loss_bbox_aux: 0.698716 loss_giou_aux: 2.986267 loss_class_dn: 0.334103 loss_bbox_dn: 0.106620 loss_giou_dn: 0.372842 loss_class_aux_dn: 1.810753 loss_bbox_aux_dn: 0.659726 loss_giou_aux_dn: 2.116385 loss: 14.220613 eta: 44 days, 21:00:14 batch_cost: 1.0878 data_cost: 0.0233 ips: 7.3545 images/s
[08/07 10:37:41] ppdet.engine INFO: Epoch: [6] [ 7800/54024] learning_rate: 0.000100 loss_class: 0.721876 loss_bbox: 0.120841 loss_giou: 0.552457 loss_class_aux: 4.502666 loss_bbox_aux: 0.796397 loss_giou_aux: 3.453187 loss_class_dn: 0.373132 loss_bbox_dn: 0.113246 loss_giou_dn: 0.418523 loss_class_aux_dn: 2.024275 loss_bbox_aux_dn: 0.694520 loss_giou_aux_dn: 2.381566 loss: 16.088140 eta: 44 days, 20:26:17 batch_cost: 1.0475 data_cost: 0.0007 ips: 7.6375 images/s
[08/07 10:39:31] ppdet.engine INFO: Epoch: [6] [ 7900/54024] learning_rate: 0.000100 loss_class: 0.691915 loss_bbox: 0.115669 loss_giou: 0.498472 loss_class_aux: 4.291530 loss_bbox_aux: 0.741167 loss_giou_aux: 3.180598 loss_class_dn: 0.352901 loss_bbox_dn: 0.113149 loss_giou_dn: 0.410001 loss_class_aux_dn: 1.899306 loss_bbox_aux_dn: 0.677882 loss_giou_aux_dn: 2.322925 loss: 15.634882 eta: 44 days, 19:58:29 batch_cost: 1.0546 data_cost: 0.0299 ips: 7.5859 images/s
[08/07 10:41:28] ppdet.engine INFO: Epoch: [6] [ 8000/54024] learning_rate: 0.000100 loss_class: 0.689991 loss_bbox: 0.113915 loss_giou: 0.475694 loss_class_aux: 4.273007 loss_bbox_aux: 0.747688 loss_giou_aux: 2.956047 loss_class_dn: 0.341318 loss_bbox_dn: 0.109027 loss_giou_dn: 0.363877 loss_class_aux_dn: 1.874003 loss_bbox_aux_dn: 0.651644 loss_giou_aux_dn: 2.070839 loss: 14.628027 eta: 44 days, 20:17:56 batch_cost: 1.1175 data_cost: 0.0215 ips: 7.1591 images/s
[08/07 10:43:25] ppdet.engine INFO: Epoch: [6] [ 8100/54024] learning_rate: 0.000100 loss_class: 0.732123 loss_bbox: 0.124887 loss_giou: 0.575107 loss_class_aux: 4.530495 loss_bbox_aux: 0.807222 loss_giou_aux: 3.608137 loss_class_dn: 0.385596 loss_bbox_dn: 0.113695 loss_giou_dn: 0.448627 loss_class_aux_dn: 2.068077 loss_bbox_aux_dn: 0.681803 loss_giou_aux_dn: 2.556422 loss: 16.975110 eta: 44 days, 20:35:17 batch_cost: 1.1153 data_cost: 0.0412 ips: 7.1727 images/s
[08/07 10:45:28] ppdet.engine INFO: Epoch: [6] [ 8200/54024] learning_rate: 0.000100 loss_class: 0.712624 loss_bbox: 0.115372 loss_giou: 0.505497 loss_class_aux: 4.461183 loss_bbox_aux: 0.743978 loss_giou_aux: 3.171848 loss_class_dn: 0.346249 loss_bbox_dn: 0.108005 loss_giou_dn: 0.411207 loss_class_aux_dn: 1.902804 loss_bbox_aux_dn: 0.663704 loss_giou_aux_dn: 2.296745 loss: 15.135629 eta: 44 days, 21:42:14 batch_cost: 1.1846 data_cost: 0.0007 ips: 6.7536 images/s
[08/07 10:47:17] ppdet.engine INFO: Epoch: [6] [ 8300/54024] learning_rate: 0.000100 loss_class: 0.710543 loss_bbox: 0.119454 loss_giou: 0.517760 loss_class_aux: 4.420313 loss_bbox_aux: 0.769751 loss_giou_aux: 3.282260 loss_class_dn: 0.352824 loss_bbox_dn: 0.109969 loss_giou_dn: 0.405036 loss_class_aux_dn: 1.881671 loss_bbox_aux_dn: 0.676281 loss_giou_aux_dn: 2.317008 loss: 15.493748 eta: 44 days, 21:03:47 batch_cost: 1.0393 data_cost: 0.0007 ips: 7.6972 images/s
[08/07 10:49:06] ppdet.engine INFO: Epoch: [6] [ 8400/54024] learning_rate: 0.000100 loss_class: 0.710306 loss_bbox: 0.115274 loss_giou: 0.552380 loss_class_aux: 4.459524 loss_bbox_aux: 0.753345 loss_giou_aux: 3.457245 loss_class_dn: 0.368622 loss_bbox_dn: 0.112899 loss_giou_dn: 0.423933 loss_class_aux_dn: 1.970254 loss_bbox_aux_dn: 0.678066 loss_giou_aux_dn: 2.390750 loss: 16.216952 eta: 44 days, 20:18:53 batch_cost: 1.0289 data_cost: 0.0007 ips: 7.7750 images/s
[08/07 10:50:53] ppdet.engine INFO: Epoch: [6] [ 8500/54024] learning_rate: 0.000100 loss_class: 0.673637 loss_bbox: 0.103465 loss_giou: 0.476056 loss_class_aux: 4.181401 loss_bbox_aux: 0.675964 loss_giou_aux: 3.002128 loss_class_dn: 0.338784 loss_bbox_dn: 0.100015 loss_giou_dn: 0.385761 loss_class_aux_dn: 1.802644 loss_bbox_aux_dn: 0.622817 loss_giou_aux_dn: 2.193748 loss: 14.818882 eta: 44 days, 19:30:41 batch_cost: 1.0227 data_cost: 0.0007 ips: 7.8221 images/s
[08/07 10:52:44] ppdet.engine INFO: Epoch: [6] [ 8600/54024] learning_rate: 0.000100 loss_class: 0.682762 loss_bbox: 0.108440 loss_giou: 0.498258 loss_class_aux: 4.265105 loss_bbox_aux: 0.719746 loss_giou_aux: 3.095236 loss_class_dn: 0.349309 loss_bbox_dn: 0.097692 loss_giou_dn: 0.400266 loss_class_aux_dn: 1.873583 loss_bbox_aux_dn: 0.620763 loss_giou_aux_dn: 2.309399 loss: 15.226025 eta: 44 days, 19:06:41 batch_cost: 1.0563 data_cost: 0.0007 ips: 7.5735 images/s
[08/07 10:54:35] ppdet.engine INFO: Epoch: [6] [ 8700/54024] learning_rate: 0.000100 loss_class: 0.679301 loss_bbox: 0.117616 loss_giou: 0.492406 loss_class_aux: 4.219169 loss_bbox_aux: 0.758813 loss_giou_aux: 3.092456 loss_class_dn: 0.333555 loss_bbox_dn: 0.110935 loss_giou_dn: 0.376026 loss_class_aux_dn: 1.810848 loss_bbox_aux_dn: 0.721303 loss_giou_aux_dn: 2.105682 loss: 14.569813 eta: 44 days, 18:45:01 batch_cost: 1.0590 data_cost: 0.0007 ips: 7.5545 images/s
[08/07 10:56:31] ppdet.engine INFO: Epoch: [6] [ 8800/54024] learning_rate: 0.000100 loss_class: 0.710365 loss_bbox: 0.113219 loss_giou: 0.505642 loss_class_aux: 4.402999 loss_bbox_aux: 0.732801 loss_giou_aux: 3.169926 loss_class_dn: 0.351269 loss_bbox_dn: 0.107738 loss_giou_dn: 0.397464 loss_class_aux_dn: 1.898307 loss_bbox_aux_dn: 0.663615 loss_giou_aux_dn: 2.275854 loss: 15.629299 eta: 44 days, 18:57:18 batch_cost: 1.1087 data_cost: 0.0166 ips: 7.2157 images/s
[08/07 10:58:22] ppdet.engine INFO: Epoch: [6] [ 8900/54024] learning_rate: 0.000100 loss_class: 0.705466 loss_bbox: 0.116785 loss_giou: 0.497975 loss_class_aux: 4.408945 loss_bbox_aux: 0.772705 loss_giou_aux: 3.089109 loss_class_dn: 0.358262 loss_bbox_dn: 0.113692 loss_giou_dn: 0.393964 loss_class_aux_dn: 1.913250 loss_bbox_aux_dn: 0.695700 loss_giou_aux_dn: 2.258668 loss: 15.508470 eta: 44 days, 18:34:51 batch_cost: 1.0570 data_cost: 0.0007 ips: 7.5684 images/s
[08/07 11:00:14] ppdet.engine INFO: Epoch: [6] [ 9000/54024] learning_rate: 0.000100 loss_class: 0.672988 loss_bbox: 0.107991 loss_giou: 0.463436 loss_class_aux: 4.160583 loss_bbox_aux: 0.702870 loss_giou_aux: 2.936254 loss_class_dn: 0.337749 loss_bbox_dn: 0.108024 loss_giou_dn: 0.362896 loss_class_aux_dn: 1.785461 loss_bbox_aux_dn: 0.656949 loss_giou_aux_dn: 2.059524 loss: 14.273155 eta: 44 days, 18:19:53 batch_cost: 1.0677 data_cost: 0.0307 ips: 7.4928 images/s
[08/07 11:02:05] ppdet.engine INFO: Epoch: [6] [ 9100/54024] learning_rate: 0.000100 loss_class: 0.690064 loss_bbox: 0.122501 loss_giou: 0.540129 loss_class_aux: 4.284110 loss_bbox_aux: 0.795316 loss_giou_aux: 3.366599 loss_class_dn: 0.345044 loss_bbox_dn: 0.114273 loss_giou_dn: 0.418001 loss_class_aux_dn: 1.890457 loss_bbox_aux_dn: 0.735945 loss_giou_aux_dn: 2.363703 loss: 15.453135 eta: 44 days, 17:54:41 batch_cost: 1.0515 data_cost: 0.0007 ips: 7.6080 images/s
[08/07 11:03:56] ppdet.engine INFO: Epoch: [6] [ 9200/54024] learning_rate: 0.000100 loss_class: 0.698472 loss_bbox: 0.112508 loss_giou: 0.541128 loss_class_aux: 4.373774 loss_bbox_aux: 0.731043 loss_giou_aux: 3.347755 loss_class_dn: 0.357277 loss_bbox_dn: 0.110012 loss_giou_dn: 0.409939 loss_class_aux_dn: 1.925955 loss_bbox_aux_dn: 0.668756 loss_giou_aux_dn: 2.341708 loss: 15.905088 eta: 44 days, 17:38:46 batch_cost: 1.0652 data_cost: 0.0207 ips: 7.5105 images/s
[08/07 11:05:47] ppdet.engine INFO: Epoch: [6] [ 9300/54024] learning_rate: 0.000100 loss_class: 0.698143 loss_bbox: 0.112172 loss_giou: 0.507515 loss_class_aux: 4.365332 loss_bbox_aux: 0.724148 loss_giou_aux: 3.257560 loss_class_dn: 0.356299 loss_bbox_dn: 0.108007 loss_giou_dn: 0.401132 loss_class_aux_dn: 1.911489 loss_bbox_aux_dn: 0.672873 loss_giou_aux_dn: 2.268634 loss: 15.373026 eta: 44 days, 17:17:07 batch_cost: 1.0557 data_cost: 0.0007 ips: 7.5781 images/s
[08/07 11:07:55] ppdet.engine INFO: Epoch: [6] [ 9400/54024] learning_rate: 0.000100 loss_class: 0.737982 loss_bbox: 0.116363 loss_giou: 0.475632 loss_class_aux: 4.515013 loss_bbox_aux: 0.768641 loss_giou_aux: 2.982646 loss_class_dn: 0.347753 loss_bbox_dn: 0.113411 loss_giou_dn: 0.381208 loss_class_aux_dn: 1.890615 loss_bbox_aux_dn: 0.707784 loss_giou_aux_dn: 2.159025 loss: 15.513327 eta: 44 days, 18:45:56 batch_cost: 1.2302 data_cost: 0.0226 ips: 6.5029 images/s
[08/07 11:09:45] ppdet.engine INFO: Epoch: [6] [ 9500/54024] learning_rate: 0.000100 loss_class: 0.684688 loss_bbox: 0.109210 loss_giou: 0.441838 loss_class_aux: 4.209605 loss_bbox_aux: 0.725605 loss_giou_aux: 2.772248 loss_class_dn: 0.323156 loss_bbox_dn: 0.108602 loss_giou_dn: 0.356672 loss_class_aux_dn: 1.769538 loss_bbox_aux_dn: 0.661268 loss_giou_aux_dn: 2.006643 loss: 14.234084 eta: 44 days, 18:18:13 batch_cost: 1.0465 data_cost: 0.0007 ips: 7.6446 images/s
[08/07 11:11:43] ppdet.engine INFO: Epoch: [6] [ 9600/54024] learning_rate: 0.000100 loss_class: 0.685520 loss_bbox: 0.113228 loss_giou: 0.464664 loss_class_aux: 4.377171 loss_bbox_aux: 0.736042 loss_giou_aux: 2.884181 loss_class_dn: 0.334040 loss_bbox_dn: 0.105498 loss_giou_dn: 0.382094 loss_class_aux_dn: 1.811354 loss_bbox_aux_dn: 0.649374 loss_giou_aux_dn: 2.140651 loss: 14.481555 eta: 44 days, 18:37:53 batch_cost: 1.1224 data_cost: 0.0007 ips: 7.1278 images/s
[08/07 11:13:31] ppdet.engine INFO: Epoch: [6] [ 9700/54024] learning_rate: 0.000100 loss_class: 0.725804 loss_bbox: 0.115950 loss_giou: 0.509421 loss_class_aux: 4.408860 loss_bbox_aux: 0.752581 loss_giou_aux: 3.192988 loss_class_dn: 0.349554 loss_bbox_dn: 0.111688 loss_giou_dn: 0.392257 loss_class_aux_dn: 1.900591 loss_bbox_aux_dn: 0.667995 loss_giou_aux_dn: 2.180371 loss: 15.243957 eta: 44 days, 18:02:01 batch_cost: 1.0322 data_cost: 0.0007 ips: 7.7505 images/s
[08/07 11:15:21] ppdet.engine INFO: Epoch: [6] [ 9800/54024] learning_rate: 0.000100 loss_class: 0.763341 loss_bbox: 0.114747 loss_giou: 0.544291 loss_class_aux: 4.702262 loss_bbox_aux: 0.749467 loss_giou_aux: 3.369614 loss_class_dn: 0.362765 loss_bbox_dn: 0.108878 loss_giou_dn: 0.413228 loss_class_aux_dn: 1.942707 loss_bbox_aux_dn: 0.650397 loss_giou_aux_dn: 2.337703 loss: 16.269320 eta: 44 days, 17:34:41 batch_cost: 1.0451 data_cost: 0.0007 ips: 7.6544 images/s
[08/07 11:17:14] ppdet.engine INFO: Epoch: [6] [ 9900/54024] learning_rate: 0.000100 loss_class: 0.710320 loss_bbox: 0.121312 loss_giou: 0.510410 loss_class_aux: 4.414307 loss_bbox_aux: 0.777730 loss_giou_aux: 3.145754 loss_class_dn: 0.356198 loss_bbox_dn: 0.109379 loss_giou_dn: 0.412597 loss_class_aux_dn: 1.940532 loss_bbox_aux_dn: 0.653667 loss_giou_aux_dn: 2.329590 loss: 15.745766 eta: 44 days, 17:26:53 batch_cost: 1.0769 data_cost: 0.0223 ips: 7.4286 images/s
[08/07 11:19:02] ppdet.engine INFO: Epoch: [6] [10000/54024] learning_rate: 0.000100 loss_class: 0.736505 loss_bbox: 0.119890 loss_giou: 0.528917 loss_class_aux: 4.595482 loss_bbox_aux: 0.784316 loss_giou_aux: 3.276699 loss_class_dn: 0.382897 loss_bbox_dn: 0.114328 loss_giou_dn: 0.430122 loss_class_aux_dn: 2.023976 loss_bbox_aux_dn: 0.709785 loss_giou_aux_dn: 2.423827 loss: 16.678244 eta: 44 days, 16:53:53 batch_cost: 1.0342 data_cost: 0.0007 ips: 7.7354 images/s
[08/07 11:21:01] ppdet.engine INFO: Epoch: [6] [10100/54024] learning_rate: 0.000100 loss_class: 0.683879 loss_bbox: 0.108697 loss_giou: 0.480985 loss_class_aux: 4.274838 loss_bbox_aux: 0.720159 loss_giou_aux: 2.951007 loss_class_dn: 0.335256 loss_bbox_dn: 0.103441 loss_giou_dn: 0.378078 loss_class_aux_dn: 1.832315 loss_bbox_aux_dn: 0.638468 loss_giou_aux_dn: 2.160900 loss: 14.945166 eta: 44 days, 17:21:54 batch_cost: 1.1371 data_cost: 0.0009 ips: 7.0353 images/s
[08/07 11:22:49] ppdet.engine INFO: Epoch: [6] [10200/54024] learning_rate: 0.000100 loss_class: 0.734590 loss_bbox: 0.105156 loss_giou: 0.503235 loss_class_aux: 4.457824 loss_bbox_aux: 0.723876 loss_giou_aux: 3.143645 loss_class_dn: 0.335749 loss_bbox_dn: 0.107862 loss_giou_dn: 0.380399 loss_class_aux_dn: 1.827970 loss_bbox_aux_dn: 0.646755 loss_giou_aux_dn: 2.149909 loss: 14.785067 eta: 44 days, 16:44:52 batch_cost: 1.0262 data_cost: 0.0007 ips: 7.7960 images/s
[08/07 11:24:48] ppdet.engine INFO: Epoch: [6] [10300/54024] learning_rate: 0.000100 loss_class: 0.718063 loss_bbox: 0.110928 loss_giou: 0.536420 loss_class_aux: 4.507737 loss_bbox_aux: 0.711604 loss_giou_aux: 3.314297 loss_class_dn: 0.364715 loss_bbox_dn: 0.103378 loss_giou_dn: 0.399924 loss_class_aux_dn: 1.980045 loss_bbox_aux_dn: 0.652231 loss_giou_aux_dn: 2.330166 loss: 16.227644 eta: 44 days, 17:13:16 batch_cost: 1.1388 data_cost: 0.0007 ips: 7.0252 images/s
[08/07 11:26:40] ppdet.engine INFO: Epoch: [6] [10400/54024] learning_rate: 0.000100 loss_class: 0.638490 loss_bbox: 0.104216 loss_giou: 0.467273 loss_class_aux: 3.953840 loss_bbox_aux: 0.684504 loss_giou_aux: 2.862156 loss_class_dn: 0.315461 loss_bbox_dn: 0.098590 loss_giou_dn: 0.359809 loss_class_aux_dn: 1.705449 loss_bbox_aux_dn: 0.619927 loss_giou_aux_dn: 2.050530 loss: 14.276652 eta: 44 days, 16:59:32 batch_cost: 1.0658 data_cost: 0.0007 ips: 7.5062 images/s
[08/07 11:28:27] ppdet.engine INFO: Epoch: [6] [10500/54024] learning_rate: 0.000100 loss_class: 0.726195 loss_bbox: 0.117908 loss_giou: 0.534511 loss_class_aux: 4.499377 loss_bbox_aux: 0.758266 loss_giou_aux: 3.354221 loss_class_dn: 0.356142 loss_bbox_dn: 0.111377 loss_giou_dn: 0.420658 loss_class_aux_dn: 1.925374 loss_bbox_aux_dn: 0.689734 loss_giou_aux_dn: 2.394575 loss: 15.818061 eta: 44 days, 16:20:45 batch_cost: 1.0210 data_cost: 0.0007 ips: 7.8356 images/s
[08/07 11:30:22] ppdet.engine INFO: Epoch: [6] [10600/54024] learning_rate: 0.000100 loss_class: 0.724139 loss_bbox: 0.119217 loss_giou: 0.532649 loss_class_aux: 4.502974 loss_bbox_aux: 0.769325 loss_giou_aux: 3.362946 loss_class_dn: 0.366606 loss_bbox_dn: 0.110221 loss_giou_dn: 0.407737 loss_class_aux_dn: 1.960568 loss_bbox_aux_dn: 0.664623 loss_giou_aux_dn: 2.310401 loss: 16.014990 eta: 44 days, 16:21:04 batch_cost: 1.0897 data_cost: 0.0019 ips: 7.3415 images/s
[08/07 11:32:13] ppdet.engine INFO: Epoch: [6] [10700/54024] learning_rate: 0.000100 loss_class: 0.704113 loss_bbox: 0.111936 loss_giou: 0.517336 loss_class_aux: 4.398000 loss_bbox_aux: 0.709632 loss_giou_aux: 3.252054 loss_class_dn: 0.346842 loss_bbox_dn: 0.108911 loss_giou_dn: 0.408101 loss_class_aux_dn: 1.856667 loss_bbox_aux_dn: 0.668316 loss_giou_aux_dn: 2.296720 loss: 15.746294 eta: 44 days, 16:04:50 batch_cost: 1.0599 data_cost: 0.0090 ips: 7.5480 images/s
[08/07 11:34:01] ppdet.engine INFO: Epoch: [6] [10800/54024] learning_rate: 0.000100 loss_class: 0.666853 loss_bbox: 0.117583 loss_giou: 0.549858 loss_class_aux: 4.238156 loss_bbox_aux: 0.769564 loss_giou_aux: 3.403339 loss_class_dn: 0.355782 loss_bbox_dn: 0.113461 loss_giou_dn: 0.420271 loss_class_aux_dn: 1.917204 loss_bbox_aux_dn: 0.697979 loss_giou_aux_dn: 2.367259 loss: 15.770849 eta: 44 days, 15:33:02 batch_cost: 1.0310 data_cost: 0.0007 ips: 7.7593 images/s
[08/07 11:35:56] ppdet.engine INFO: Epoch: [6] [10900/54024] learning_rate: 0.000100 loss_class: 0.681063 loss_bbox: 0.110887 loss_giou: 0.542153 loss_class_aux: 4.219068 loss_bbox_aux: 0.711708 loss_giou_aux: 3.423103 loss_class_dn: 0.348842 loss_bbox_dn: 0.106101 loss_giou_dn: 0.412273 loss_class_aux_dn: 1.880906 loss_bbox_aux_dn: 0.672083 loss_giou_aux_dn: 2.346344 loss: 15.973998 eta: 44 days, 15:37:48 batch_cost: 1.0973 data_cost: 0.0007 ips: 7.2907 images/s
[08/07 11:37:48] ppdet.engine INFO: Epoch: [6] [11000/54024] learning_rate: 0.000100 loss_class: 0.690718 loss_bbox: 0.115794 loss_giou: 0.511998 loss_class_aux: 4.286310 loss_bbox_aux: 0.746517 loss_giou_aux: 3.198389 loss_class_dn: 0.346609 loss_bbox_dn: 0.107633 loss_giou_dn: 0.388158 loss_class_aux_dn: 1.891727 loss_bbox_aux_dn: 0.670156 loss_giou_aux_dn: 2.223816 loss: 15.349656 eta: 44 days, 15:26:28 batch_cost: 1.0676 data_cost: 0.0287 ips: 7.4935 images/s
[08/07 11:39:37] ppdet.engine INFO: Epoch: [6] [11100/54024] learning_rate: 0.000100 loss_class: 0.710141 loss_bbox: 0.128817 loss_giou: 0.544274 loss_class_aux: 4.380041 loss_bbox_aux: 0.837556 loss_giou_aux: 3.412450 loss_class_dn: 0.380729 loss_bbox_dn: 0.122825 loss_giou_dn: 0.435668 loss_class_aux_dn: 2.042541 loss_bbox_aux_dn: 0.746381 loss_giou_aux_dn: 2.474779 loss: 17.235875 eta: 44 days, 14:56:55 batch_cost: 1.0332 data_cost: 0.0042 ips: 7.7433 images/s
[08/07 11:41:27] ppdet.engine INFO: Epoch: [6] [11200/54024] learning_rate: 0.000100 loss_class: 0.713899 loss_bbox: 0.116941 loss_giou: 0.542196 loss_class_aux: 4.391536 loss_bbox_aux: 0.735771 loss_giou_aux: 3.365735 loss_class_dn: 0.351760 loss_bbox_dn: 0.099486 loss_giou_dn: 0.405536 loss_class_aux_dn: 1.876944 loss_bbox_aux_dn: 0.597106 loss_giou_aux_dn: 2.293432 loss: 15.328342 eta: 44 days, 14:37:04 batch_cost: 1.0506 data_cost: 0.0007 ips: 7.6151 images/s
[08/07 11:43:38] ppdet.engine INFO: Epoch: [6] [11300/54024] learning_rate: 0.000100 loss_class: 0.685607 loss_bbox: 0.112243 loss_giou: 0.485424 loss_class_aux: 4.240981 loss_bbox_aux: 0.737503 loss_giou_aux: 3.018930 loss_class_dn: 0.351903 loss_bbox_dn: 0.113484 loss_giou_dn: 0.391156 loss_class_aux_dn: 1.877654 loss_bbox_aux_dn: 0.691691 loss_giou_aux_dn: 2.221202 loss: 15.401413 eta: 44 days, 16:04:50 batch_cost: 1.2552 data_cost: 0.0600 ips: 6.3733 images/s
[08/07 11:45:30] ppdet.engine INFO: Epoch: [6] [11400/54024] learning_rate: 0.000100 loss_class: 0.686541 loss_bbox: 0.114696 loss_giou: 0.530048 loss_class_aux: 4.335068 loss_bbox_aux: 0.741195 loss_giou_aux: 3.287957 loss_class_dn: 0.364771 loss_bbox_dn: 0.111335 loss_giou_dn: 0.416951 loss_class_aux_dn: 1.960476 loss_bbox_aux_dn: 0.662288 loss_giou_aux_dn: 2.328953 loss: 16.067317 eta: 44 days, 15:55:02 batch_cost: 1.0705 data_cost: 0.0127 ips: 7.4732 images/s
[08/07 11:47:22] ppdet.engine INFO: Epoch: [6] [11500/54024] learning_rate: 0.000100 loss_class: 0.699672 loss_bbox: 0.120823 loss_giou: 0.552031 loss_class_aux: 4.378279 loss_bbox_aux: 0.774823 loss_giou_aux: 3.429621 loss_class_dn: 0.359521 loss_bbox_dn: 0.117788 loss_giou_dn: 0.415800 loss_class_aux_dn: 1.936069 loss_bbox_aux_dn: 0.703953 loss_giou_aux_dn: 2.345407 loss: 15.949619 eta: 44 days, 15:43:49 batch_cost: 1.0675 data_cost: 0.0007 ips: 7.4944 images/s
[08/07 11:49:09] ppdet.engine INFO: Epoch: [6] [11600/54024] learning_rate: 0.000100 loss_class: 0.705984 loss_bbox: 0.116464 loss_giou: 0.524764 loss_class_aux: 4.388465 loss_bbox_aux: 0.755510 loss_giou_aux: 3.293466 loss_class_dn: 0.356914 loss_bbox_dn: 0.108638 loss_giou_dn: 0.406185 loss_class_aux_dn: 1.937321 loss_bbox_aux_dn: 0.646591 loss_giou_aux_dn: 2.296402 loss: 15.817254 eta: 44 days, 15:07:29 batch_cost: 1.0179 data_cost: 0.0007 ips: 7.8590 images/s
[08/07 11:51:00] ppdet.engine INFO: Epoch: [6] [11700/54024] learning_rate: 0.000100 loss_class: 0.699836 loss_bbox: 0.114768 loss_giou: 0.569187 loss_class_aux: 4.420825 loss_bbox_aux: 0.749502 loss_giou_aux: 3.505193 loss_class_dn: 0.343929 loss_bbox_dn: 0.105826 loss_giou_dn: 0.421827 loss_class_aux_dn: 1.892460 loss_bbox_aux_dn: 0.651770 loss_giou_aux_dn: 2.373263 loss: 15.125752 eta: 44 days, 14:54:54 batch_cost: 1.0637 data_cost: 0.0150 ips: 7.5208 images/s
[08/07 11:52:49] ppdet.engine INFO: Epoch: [6] [11800/54024] learning_rate: 0.000100 loss_class: 0.720632 loss_bbox: 0.119720 loss_giou: 0.453278 loss_class_aux: 4.480786 loss_bbox_aux: 0.782581 loss_giou_aux: 2.848590 loss_class_dn: 0.353916 loss_bbox_dn: 0.112525 loss_giou_dn: 0.382961 loss_class_aux_dn: 1.914545 loss_bbox_aux_dn: 0.691881 loss_giou_aux_dn: 2.222636 loss: 15.964547 eta: 44 days, 14:26:48 batch_cost: 1.0324 data_cost: 0.0008 ips: 7.7486 images/s
[08/07 11:54:39] ppdet.engine INFO: Epoch: [6] [11900/54024] learning_rate: 0.000100 loss_class: 0.716192 loss_bbox: 0.111732 loss_giou: 0.533406 loss_class_aux: 4.452900 loss_bbox_aux: 0.728928 loss_giou_aux: 3.287837 loss_class_dn: 0.364031 loss_bbox_dn: 0.110028 loss_giou_dn: 0.410433 loss_class_aux_dn: 1.946332 loss_bbox_aux_dn: 0.662611 loss_giou_aux_dn: 2.331785 loss: 16.191194 eta: 44 days, 14:07:35 batch_cost: 1.0494 data_cost: 0.0007 ips: 7.6236 images/s
[08/07 11:56:27] ppdet.engine INFO: Epoch: [6] [12000/54024] learning_rate: 0.000100 loss_class: 0.702004 loss_bbox: 0.116689 loss_giou: 0.506757 loss_class_aux: 4.404588 loss_bbox_aux: 0.773253 loss_giou_aux: 3.199088 loss_class_dn: 0.359669 loss_bbox_dn: 0.109723 loss_giou_dn: 0.396752 loss_class_aux_dn: 1.935534 loss_bbox_aux_dn: 0.681973 loss_giou_aux_dn: 2.266416 loss: 15.944172 eta: 44 days, 13:41:12 batch_cost: 1.0343 data_cost: 0.0007 ips: 7.7349 images/s
[08/07 11:58:24] ppdet.engine INFO: Epoch: [6] [12100/54024] learning_rate: 0.000100 loss_class: 0.750850 loss_bbox: 0.121926 loss_giou: 0.555061 loss_class_aux: 4.692118 loss_bbox_aux: 0.783277 loss_giou_aux: 3.503805 loss_class_dn: 0.373563 loss_bbox_dn: 0.112591 loss_giou_dn: 0.417867 loss_class_aux_dn: 2.039475 loss_bbox_aux_dn: 0.684994 loss_giou_aux_dn: 2.350639 loss: 16.387230 eta: 44 days, 13:55:06 batch_cost: 1.1158 data_cost: 0.0112 ips: 7.1701 images/s
[08/07 12:00:21] ppdet.engine INFO: Epoch: [6] [12200/54024] learning_rate: 0.000100 loss_class: 0.682768 loss_bbox: 0.115130 loss_giou: 0.550219 loss_class_aux: 4.277033 loss_bbox_aux: 0.748440 loss_giou_aux: 3.390018 loss_class_dn: 0.358720 loss_bbox_dn: 0.111110 loss_giou_dn: 0.408824 loss_class_aux_dn: 1.946772 loss_bbox_aux_dn: 0.683160 loss_giou_aux_dn: 2.317559 loss: 15.517458 eta: 44 days, 14:10:46 batch_cost: 1.1199 data_cost: 0.0612 ips: 7.1432 images/s
[08/07 12:02:09] ppdet.engine INFO: Epoch: [6] [12300/54024] learning_rate: 0.000100 loss_class: 0.706961 loss_bbox: 0.119923 loss_giou: 0.569569 loss_class_aux: 4.412955 loss_bbox_aux: 0.773479 loss_giou_aux: 3.559247 loss_class_dn: 0.373979 loss_bbox_dn: 0.102281 loss_giou_dn: 0.442097 loss_class_aux_dn: 2.003407 loss_bbox_aux_dn: 0.632038 loss_giou_aux_dn: 2.509955 loss: 16.067858 eta: 44 days, 13:38:34 batch_cost: 1.0211 data_cost: 0.0007 ips: 7.8347 images/s
[08/07 12:04:01] ppdet.engine INFO: Epoch: [6] [12400/54024] learning_rate: 0.000100 loss_class: 0.722573 loss_bbox: 0.117810 loss_giou: 0.475273 loss_class_aux: 4.536906 loss_bbox_aux: 0.780469 loss_giou_aux: 2.990449 loss_class_dn: 0.351076 loss_bbox_dn: 0.109295 loss_giou_dn: 0.377261 loss_class_aux_dn: 1.875766 loss_bbox_aux_dn: 0.669333 loss_giou_aux_dn: 2.145053 loss: 15.297223 eta: 44 days, 13:28:19 batch_cost: 1.0660 data_cost: 0.0007 ips: 7.5047 images/s
[08/07 12:06:06] ppdet.engine INFO: Epoch: [6] [12500/54024] learning_rate: 0.000100 loss_class: 0.730845 loss_bbox: 0.115575 loss_giou: 0.552142 loss_class_aux: 4.589264 loss_bbox_aux: 0.759383 loss_giou_aux: 3.406656 loss_class_dn: 0.367887 loss_bbox_dn: 0.107480 loss_giou_dn: 0.444702 loss_class_aux_dn: 1.973010 loss_bbox_aux_dn: 0.663892 loss_giou_aux_dn: 2.498706 loss: 16.436393 eta: 44 days, 14:22:59 batch_cost: 1.2028 data_cost: 0.0229 ips: 6.6511 images/s
[08/07 12:08:01] ppdet.engine INFO: Epoch: [6] [12600/54024] learning_rate: 0.000100 loss_class: 0.715934 loss_bbox: 0.114681 loss_giou: 0.499470 loss_class_aux: 4.470122 loss_bbox_aux: 0.749469 loss_giou_aux: 3.132158 loss_class_dn: 0.361143 loss_bbox_dn: 0.116957 loss_giou_dn: 0.392572 loss_class_aux_dn: 1.934102 loss_bbox_aux_dn: 0.711756 loss_giou_aux_dn: 2.219120 loss: 15.282372 eta: 44 days, 14:25:32 batch_cost: 1.0938 data_cost: 0.0007 ips: 7.3140 images/s
[08/07 12:09:52] ppdet.engine INFO: Epoch: [6] [12700/54024] learning_rate: 0.000100 loss_class: 0.664582 loss_bbox: 0.115847 loss_giou: 0.492211 loss_class_aux: 4.113772 loss_bbox_aux: 0.773846 loss_giou_aux: 3.067596 loss_class_dn: 0.341181 loss_bbox_dn: 0.100865 loss_giou_dn: 0.379861 loss_class_aux_dn: 1.837214 loss_bbox_aux_dn: 0.615451 loss_giou_aux_dn: 2.203507 loss: 14.699616 eta: 44 days, 14:10:43 batch_cost: 1.0567 data_cost: 0.0023 ips: 7.5710 images/s
[08/07 12:11:40] ppdet.engine INFO: Epoch: [6] [12800/54024] learning_rate: 0.000100 loss_class: 0.686219 loss_bbox: 0.110640 loss_giou: 0.483306 loss_class_aux: 4.271180 loss_bbox_aux: 0.724217 loss_giou_aux: 3.055240 loss_class_dn: 0.333506 loss_bbox_dn: 0.108211 loss_giou_dn: 0.383333 loss_class_aux_dn: 1.838786 loss_bbox_aux_dn: 0.666092 loss_giou_aux_dn: 2.191369 loss: 14.894304 eta: 44 days, 13:42:08 batch_cost: 1.0265 data_cost: 0.0007 ips: 7.7936 images/s
[08/07 12:13:48] ppdet.engine INFO: Epoch: [6] [12900/54024] learning_rate: 0.000100 loss_class: 0.735572 loss_bbox: 0.116453 loss_giou: 0.540525 loss_class_aux: 4.575478 loss_bbox_aux: 0.759908 loss_giou_aux: 3.348873 loss_class_dn: 0.369321 loss_bbox_dn: 0.109792 loss_giou_dn: 0.420755 loss_class_aux_dn: 1.983206 loss_bbox_aux_dn: 0.690407 loss_giou_aux_dn: 2.417092 loss: 16.385353 eta: 44 days, 14:49:26 batch_cost: 1.2345 data_cost: 0.0007 ips: 6.4803 images/s
[08/07 12:15:41] ppdet.engine INFO: Epoch: [6] [13000/54024] learning_rate: 0.000100 loss_class: 0.690801 loss_bbox: 0.114614 loss_giou: 0.468750 loss_class_aux: 4.284023 loss_bbox_aux: 0.748133 loss_giou_aux: 2.879622 loss_class_dn: 0.332094 loss_bbox_dn: 0.115250 loss_giou_dn: 0.379507 loss_class_aux_dn: 1.825525 loss_bbox_aux_dn: 0.722510 loss_giou_aux_dn: 2.147417 loss: 15.095894 eta: 44 days, 14:42:54 batch_cost: 1.0747 data_cost: 0.0007 ips: 7.4439 images/s
[08/07 12:17:30] ppdet.engine INFO: Epoch: [6] [13100/54024] learning_rate: 0.000100 loss_class: 0.719548 loss_bbox: 0.110576 loss_giou: 0.546789 loss_class_aux: 4.398711 loss_bbox_aux: 0.716450 loss_giou_aux: 3.485765 loss_class_dn: 0.380040 loss_bbox_dn: 0.100229 loss_giou_dn: 0.431179 loss_class_aux_dn: 2.033529 loss_bbox_aux_dn: 0.621093 loss_giou_aux_dn: 2.437052 loss: 16.579443 eta: 44 days, 14:19:29 batch_cost: 1.0372 data_cost: 0.0007 ips: 7.7131 images/s
[08/07 12:19:24] ppdet.engine INFO: Epoch: [6] [13200/54024] learning_rate: 0.000100 loss_class: 0.714892 loss_bbox: 0.113020 loss_giou: 0.494691 loss_class_aux: 4.368792 loss_bbox_aux: 0.731770 loss_giou_aux: 3.070122 loss_class_dn: 0.341977 loss_bbox_dn: 0.112755 loss_giou_dn: 0.376905 loss_class_aux_dn: 1.846570 loss_bbox_aux_dn: 0.699724 loss_giou_aux_dn: 2.180591 loss: 15.141692 eta: 44 days, 14:21:48 batch_cost: 1.0938 data_cost: 0.0060 ips: 7.3138 images/s
[08/07 12:21:14] ppdet.engine INFO: Epoch: [6] [13300/54024] learning_rate: 0.000100 loss_class: 0.740288 loss_bbox: 0.115868 loss_giou: 0.548512 loss_class_aux: 4.627168 loss_bbox_aux: 0.738102 loss_giou_aux: 3.423078 loss_class_dn: 0.379322 loss_bbox_dn: 0.106318 loss_giou_dn: 0.430370 loss_class_aux_dn: 2.037250 loss_bbox_aux_dn: 0.671063 loss_giou_aux_dn: 2.406385 loss: 16.441054 eta: 44 days, 14:04:11 batch_cost: 1.0492 data_cost: 0.0007 ips: 7.6249 images/s
[08/07 12:23:16] ppdet.engine INFO: Epoch: [6] [13400/54024] learning_rate: 0.000100 loss_class: 0.654443 loss_bbox: 0.112505 loss_giou: 0.460800 loss_class_aux: 4.070373 loss_bbox_aux: 0.740881 loss_giou_aux: 2.887587 loss_class_dn: 0.334126 loss_bbox_dn: 0.115213 loss_giou_dn: 0.368927 loss_class_aux_dn: 1.791811 loss_bbox_aux_dn: 0.687672 loss_giou_aux_dn: 2.090850 loss: 14.999028 eta: 44 days, 14:38:39 batch_cost: 1.1666 data_cost: 0.0868 ips: 6.8577 images/s
[08/07 12:25:09] ppdet.engine INFO: Epoch: [6] [13500/54024] learning_rate: 0.000100 loss_class: 0.743956 loss_bbox: 0.118285 loss_giou: 0.547901 loss_class_aux: 4.459981 loss_bbox_aux: 0.768935 loss_giou_aux: 3.470023 loss_class_dn: 0.370268 loss_bbox_dn: 0.102426 loss_giou_dn: 0.442016 loss_class_aux_dn: 1.994451 loss_bbox_aux_dn: 0.636733 loss_giou_aux_dn: 2.492886 loss: 16.379164 eta: 44 days, 14:30:34 batch_cost: 1.0707 data_cost: 0.0007 ips: 7.4716 images/s
[08/07 12:27:09] ppdet.engine INFO: Epoch: [6] [13600/54024] learning_rate: 0.000100 loss_class: 0.709473 loss_bbox: 0.121466 loss_giou: 0.505932 loss_class_aux: 4.445153 loss_bbox_aux: 0.791687 loss_giou_aux: 3.195801 loss_class_dn: 0.355535 loss_bbox_dn: 0.116578 loss_giou_dn: 0.408661 loss_class_aux_dn: 1.925884 loss_bbox_aux_dn: 0.724473 loss_giou_aux_dn: 2.336121 loss: 15.800036 eta: 44 days, 14:58:30 batch_cost: 1.1533 data_cost: 0.0074 ips: 6.9367 images/s
[08/07 12:29:01] ppdet.engine INFO: Epoch: [6] [13700/54024] learning_rate: 0.000100 loss_class: 0.706127 loss_bbox: 0.116429 loss_giou: 0.520325 loss_class_aux: 4.352418 loss_bbox_aux: 0.753900 loss_giou_aux: 3.254876 loss_class_dn: 0.369477 loss_bbox_dn: 0.102743 loss_giou_dn: 0.407700 loss_class_aux_dn: 2.001002 loss_bbox_aux_dn: 0.638252 loss_giou_aux_dn: 2.355410 loss: 15.915557 eta: 44 days, 14:50:41 batch_cost: 1.0716 data_cost: 0.0007 ips: 7.4658 images/s
[08/07 12:30:54] ppdet.engine INFO: Epoch: [6] [13800/54024] learning_rate: 0.000100 loss_class: 0.706683 loss_bbox: 0.110628 loss_giou: 0.494479 loss_class_aux: 4.474011 loss_bbox_aux: 0.739325 loss_giou_aux: 3.114234 loss_class_dn: 0.354516 loss_bbox_dn: 0.105159 loss_giou_dn: 0.401521 loss_class_aux_dn: 1.920324 loss_bbox_aux_dn: 0.655581 loss_giou_aux_dn: 2.265049 loss: 15.573570 eta: 44 days, 14:45:18 batch_cost: 1.0770 data_cost: 0.0007 ips: 7.4280 images/s
[08/07 12:32:46] ppdet.engine INFO: Epoch: [6] [13900/54024] learning_rate: 0.000100 loss_class: 0.685855 loss_bbox: 0.113026 loss_giou: 0.526878 loss_class_aux: 4.271062 loss_bbox_aux: 0.759850 loss_giou_aux: 3.374524 loss_class_dn: 0.357334 loss_bbox_dn: 0.104587 loss_giou_dn: 0.406866 loss_class_aux_dn: 1.907474 loss_bbox_aux_dn: 0.638689 loss_giou_aux_dn: 2.250931 loss: 16.073945 eta: 44 days, 14:35:36 batch_cost: 1.0668 data_cost: 0.0007 ips: 7.4993 images/s
[08/07 12:34:39] ppdet.engine INFO: Epoch: [6] [14000/54024] learning_rate: 0.000100 loss_class: 0.694105 loss_bbox: 0.118040 loss_giou: 0.507553 loss_class_aux: 4.368265 loss_bbox_aux: 0.754664 loss_giou_aux: 3.195230 loss_class_dn: 0.349615 loss_bbox_dn: 0.110579 loss_giou_dn: 0.391508 loss_class_aux_dn: 1.904407 loss_bbox_aux_dn: 0.691052 loss_giou_aux_dn: 2.250172 loss: 15.409713 eta: 44 days, 14:30:55 batch_cost: 1.0784 data_cost: 0.0247 ips: 7.4186 images/s
[08/07 12:36:35] ppdet.engine INFO: Epoch: [6] [14100/54024] learning_rate: 0.000100 loss_class: 0.683263 loss_bbox: 0.111546 loss_giou: 0.530023 loss_class_aux: 4.379051 loss_bbox_aux: 0.731883 loss_giou_aux: 3.318547 loss_class_dn: 0.360652 loss_bbox_dn: 0.102066 loss_giou_dn: 0.414994 loss_class_aux_dn: 1.977593 loss_bbox_aux_dn: 0.619630 loss_giou_aux_dn: 2.340366 loss: 15.724717 eta: 44 days, 14:35:34 batch_cost: 1.1005 data_cost: 0.0379 ips: 7.2694 images/s
[08/07 12:38:23] ppdet.engine INFO: Epoch: [6] [14200/54024] learning_rate: 0.000100 loss_class: 0.655438 loss_bbox: 0.107764 loss_giou: 0.472205 loss_class_aux: 4.119973 loss_bbox_aux: 0.704282 loss_giou_aux: 2.910236 loss_class_dn: 0.334492 loss_bbox_dn: 0.103013 loss_giou_dn: 0.375782 loss_class_aux_dn: 1.771372 loss_bbox_aux_dn: 0.622688 loss_giou_aux_dn: 2.096489 loss: 14.526286 eta: 44 days, 14:09:41 batch_cost: 1.0274 data_cost: 0.0007 ips: 7.7863 images/s
[08/07 12:40:16] ppdet.engine INFO: Epoch: [6] [14300/54024] learning_rate: 0.000100 loss_class: 0.683644 loss_bbox: 0.112778 loss_giou: 0.465974 loss_class_aux: 4.251673 loss_bbox_aux: 0.744232 loss_giou_aux: 2.905944 loss_class_dn: 0.339369 loss_bbox_dn: 0.099370 loss_giou_dn: 0.378682 loss_class_aux_dn: 1.847906 loss_bbox_aux_dn: 0.622686 loss_giou_aux_dn: 2.138172 loss: 14.991563 eta: 44 days, 14:07:42 batch_cost: 1.0844 data_cost: 0.0007 ips: 7.3775 images/s
[08/07 12:42:11] ppdet.engine INFO: Epoch: [6] [14400/54024] learning_rate: 0.000100 loss_class: 0.702905 loss_bbox: 0.113269 loss_giou: 0.514205 loss_class_aux: 4.428475 loss_bbox_aux: 0.740161 loss_giou_aux: 3.184991 loss_class_dn: 0.349333 loss_bbox_dn: 0.114369 loss_giou_dn: 0.393186 loss_class_aux_dn: 1.898095 loss_bbox_aux_dn: 0.708912 loss_giou_aux_dn: 2.238265 loss: 15.248593 eta: 44 days, 14:10:57 batch_cost: 1.0971 data_cost: 0.0007 ips: 7.2918 images/s
[08/07 12:44:03] ppdet.engine INFO: Epoch: [6] [14500/54024] learning_rate: 0.000100 loss_class: 0.664490 loss_bbox: 0.113728 loss_giou: 0.514680 loss_class_aux: 4.129552 loss_bbox_aux: 0.731449 loss_giou_aux: 3.221646 loss_class_dn: 0.336766 loss_bbox_dn: 0.108461 loss_giou_dn: 0.402465 loss_class_aux_dn: 1.820025 loss_bbox_aux_dn: 0.655001 loss_giou_aux_dn: 2.251627 loss: 15.074760 eta: 44 days, 14:01:29 batch_cost: 1.0661 data_cost: 0.0007 ips: 7.5039 images/s
[08/07 12:45:54] ppdet.engine INFO: Epoch: [6] [14600/54024] learning_rate: 0.000100 loss_class: 0.657658 loss_bbox: 0.113845 loss_giou: 0.520200 loss_class_aux: 4.151377 loss_bbox_aux: 0.760153 loss_giou_aux: 3.219064 loss_class_dn: 0.345010 loss_bbox_dn: 0.107267 loss_giou_dn: 0.397810 loss_class_aux_dn: 1.881189 loss_bbox_aux_dn: 0.676046 loss_giou_aux_dn: 2.262819 loss: 15.207158 eta: 44 days, 13:48:36 batch_cost: 1.0575 data_cost: 0.0007 ips: 7.5653 images/s
[08/07 12:47:59] ppdet.engine INFO: Epoch: [6] [14700/54024] learning_rate: 0.000100 loss_class: 0.717190 loss_bbox: 0.114326 loss_giou: 0.543175 loss_class_aux: 4.379922 loss_bbox_aux: 0.778596 loss_giou_aux: 3.344971 loss_class_dn: 0.352317 loss_bbox_dn: 0.111781 loss_giou_dn: 0.418494 loss_class_aux_dn: 1.892010 loss_bbox_aux_dn: 0.688645 loss_giou_aux_dn: 2.345560 loss: 15.454776 eta: 44 days, 14:31:45 batch_cost: 1.1962 data_cost: 0.0007 ips: 6.6876 images/s
[08/07 12:50:04] ppdet.engine INFO: Epoch: [6] [14800/54024] learning_rate: 0.000100 loss_class: 0.721380 loss_bbox: 0.112327 loss_giou: 0.479689 loss_class_aux: 4.502902 loss_bbox_aux: 0.733417 loss_giou_aux: 2.991384 loss_class_dn: 0.356019 loss_bbox_dn: 0.116088 loss_giou_dn: 0.385199 loss_class_aux_dn: 1.880130 loss_bbox_aux_dn: 0.698717 loss_giou_aux_dn: 2.192316 loss: 15.186194 eta: 44 days, 15:15:41 batch_cost: 1.1997 data_cost: 0.0188 ips: 6.6681 images/s
[08/07 12:51:59] ppdet.engine INFO: Epoch: [6] [14900/54024] learning_rate: 0.000100 loss_class: 0.668993 loss_bbox: 0.114169 loss_giou: 0.482654 loss_class_aux: 4.223907 loss_bbox_aux: 0.753727 loss_giou_aux: 2.988091 loss_class_dn: 0.352420 loss_bbox_dn: 0.104294 loss_giou_dn: 0.388394 loss_class_aux_dn: 1.876879 loss_bbox_aux_dn: 0.645093 loss_giou_aux_dn: 2.205198 loss: 15.424058 eta: 44 days, 15:19:49 batch_cost: 1.1011 data_cost: 0.0172 ips: 7.2655 images/s
[08/07 12:53:50] ppdet.engine INFO: Epoch: [6] [15000/54024] learning_rate: 0.000100 loss_class: 0.692810 loss_bbox: 0.112067 loss_giou: 0.494903 loss_class_aux: 4.269316 loss_bbox_aux: 0.730532 loss_giou_aux: 3.046075 loss_class_dn: 0.345249 loss_bbox_dn: 0.106335 loss_giou_dn: 0.383343 loss_class_aux_dn: 1.869724 loss_bbox_aux_dn: 0.668728 loss_giou_aux_dn: 2.177297 loss: 14.842780 eta: 44 days, 15:04:34 batch_cost: 1.0521 data_cost: 0.0007 ips: 7.6036 images/s
[08/07 12:55:48] ppdet.engine INFO: Epoch: [6] [15100/54024] learning_rate: 0.000100 loss_class: 0.677811 loss_bbox: 0.111392 loss_giou: 0.492727 loss_class_aux: 4.207286 loss_bbox_aux: 0.736441 loss_giou_aux: 3.099285 loss_class_dn: 0.341574 loss_bbox_dn: 0.105016 loss_giou_dn: 0.383853 loss_class_aux_dn: 1.834027 loss_bbox_aux_dn: 0.641301 loss_giou_aux_dn: 2.187192 loss: 15.018345 eta: 44 days, 15:21:39 batch_cost: 1.1342 data_cost: 0.0899 ips: 7.0535 images/s
[08/07 12:57:37] ppdet.engine INFO: Epoch: [6] [15200/54024] learning_rate: 0.000100 loss_class: 0.721431 loss_bbox: 0.118399 loss_giou: 0.518585 loss_class_aux: 4.503458 loss_bbox_aux: 0.753702 loss_giou_aux: 3.243666 loss_class_dn: 0.365601 loss_bbox_dn: 0.107656 loss_giou_dn: 0.411350 loss_class_aux_dn: 1.982954 loss_bbox_aux_dn: 0.638115 loss_giou_aux_dn: 2.279157 loss: 15.876751 eta: 44 days, 14:59:42 batch_cost: 1.0346 data_cost: 0.0007 ips: 7.7327 images/s
[08/07 12:59:30] ppdet.engine INFO: Epoch: [6] [15300/54024] learning_rate: 0.000100 loss_class: 0.736139 loss_bbox: 0.113604 loss_giou: 0.548361 loss_class_aux: 4.579799 loss_bbox_aux: 0.751222 loss_giou_aux: 3.416181 loss_class_dn: 0.369865 loss_bbox_dn: 0.115429 loss_giou_dn: 0.421944 loss_class_aux_dn: 2.026518 loss_bbox_aux_dn: 0.694898 loss_giou_aux_dn: 2.394342 loss: 16.506744 eta: 44 days, 14:56:05 batch_cost: 1.0813 data_cost: 0.0007 ips: 7.3984 images/s
[08/07 13:01:19] ppdet.engine INFO: Epoch: [6] [15400/54024] learning_rate: 0.000100 loss_class: 0.659454 loss_bbox: 0.109548 loss_giou: 0.478588 loss_class_aux: 4.059189 loss_bbox_aux: 0.705563 loss_giou_aux: 3.031105 loss_class_dn: 0.343214 loss_bbox_dn: 0.095804 loss_giou_dn: 0.381020 loss_class_aux_dn: 1.855423 loss_bbox_aux_dn: 0.627596 loss_giou_aux_dn: 2.199991 loss: 14.696378 eta: 44 days, 14:35:22 batch_cost: 1.0367 data_cost: 0.0010 ips: 7.7169 images/s
[08/07 13:03:07] ppdet.engine INFO: Epoch: [6] [15500/54024] learning_rate: 0.000100 loss_class: 0.699073 loss_bbox: 0.109209 loss_giou: 0.485564 loss_class_aux: 4.312640 loss_bbox_aux: 0.691370 loss_giou_aux: 3.038931 loss_class_dn: 0.343792 loss_bbox_dn: 0.093394 loss_giou_dn: 0.381555 loss_class_aux_dn: 1.863977 loss_bbox_aux_dn: 0.580221 loss_giou_aux_dn: 2.172053 loss: 15.080574 eta: 44 days, 14:13:16 batch_cost: 1.0325 data_cost: 0.0007 ips: 7.7484 images/s
[08/07 13:04:58] ppdet.engine INFO: Epoch: [6] [15600/54024] learning_rate: 0.000100 loss_class: 0.694815 loss_bbox: 0.121073 loss_giou: 0.521721 loss_class_aux: 4.327972 loss_bbox_aux: 0.763931 loss_giou_aux: 3.235431 loss_class_dn: 0.358709 loss_bbox_dn: 0.117025 loss_giou_dn: 0.418988 loss_class_aux_dn: 1.965710 loss_bbox_aux_dn: 0.726606 loss_giou_aux_dn: 2.370159 loss: 15.694272 eta: 44 days, 13:58:33 batch_cost: 1.0513 data_cost: 0.0007 ips: 7.6099 images/s
[08/07 13:06:47] ppdet.engine INFO: Epoch: [6] [15700/54024] learning_rate: 0.000100 loss_class: 0.724055 loss_bbox: 0.109397 loss_giou: 0.495691 loss_class_aux: 4.497610 loss_bbox_aux: 0.705807 loss_giou_aux: 3.122909 loss_class_dn: 0.358203 loss_bbox_dn: 0.106743 loss_giou_dn: 0.390146 loss_class_aux_dn: 1.948065 loss_bbox_aux_dn: 0.656068 loss_giou_aux_dn: 2.232201 loss: 15.595997 eta: 44 days, 13:41:29 batch_cost: 1.0445 data_cost: 0.0007 ips: 7.6590 images/s
[08/07 13:08:46] ppdet.engine INFO: Epoch: [6] [15800/54024] learning_rate: 0.000100 loss_class: 0.662179 loss_bbox: 0.104704 loss_giou: 0.471299 loss_class_aux: 4.139143 loss_bbox_aux: 0.687550 loss_giou_aux: 2.936356 loss_class_dn: 0.331535 loss_bbox_dn: 0.100288 loss_giou_dn: 0.370915 loss_class_aux_dn: 1.774471 loss_bbox_aux_dn: 0.623320 loss_giou_aux_dn: 2.092633 loss: 14.307880 eta: 44 days, 13:58:17 batch_cost: 1.1345 data_cost: 0.0410 ips: 7.0516 images/s
[08/07 13:10:35] ppdet.engine INFO: Epoch: [6] [15900/54024] learning_rate: 0.000100 loss_class: 0.705220 loss_bbox: 0.113800 loss_giou: 0.509841 loss_class_aux: 4.529025 loss_bbox_aux: 0.751360 loss_giou_aux: 3.157343 loss_class_dn: 0.362938 loss_bbox_dn: 0.115038 loss_giou_dn: 0.395857 loss_class_aux_dn: 1.982700 loss_bbox_aux_dn: 0.692437 loss_giou_aux_dn: 2.256029 loss: 15.508860 eta: 44 days, 13:39:55 batch_cost: 1.0406 data_cost: 0.0010 ips: 7.6877 images/s
[08/07 13:12:25] ppdet.engine INFO: Epoch: [6] [16000/54024] learning_rate: 0.000100 loss_class: 0.693992 loss_bbox: 0.112687 loss_giou: 0.478924 loss_class_aux: 4.434269 loss_bbox_aux: 0.733365 loss_giou_aux: 2.951131 loss_class_dn: 0.342632 loss_bbox_dn: 0.103335 loss_giou_dn: 0.381890 loss_class_aux_dn: 1.904877 loss_bbox_aux_dn: 0.643740 loss_giou_aux_dn: 2.184305 loss: 15.222178 eta: 44 days, 13:22:53 batch_cost: 1.0436 data_cost: 0.0007 ips: 7.6655 images/s
[08/07 13:14:14] ppdet.engine INFO: Epoch: [6] [16100/54024] learning_rate: 0.000100 loss_class: 0.696351 loss_bbox: 0.109246 loss_giou: 0.501445 loss_class_aux: 4.302229 loss_bbox_aux: 0.728528 loss_giou_aux: 3.103308 loss_class_dn: 0.343793 loss_bbox_dn: 0.106979 loss_giou_dn: 0.393591 loss_class_aux_dn: 1.875870 loss_bbox_aux_dn: 0.668805 loss_giou_aux_dn: 2.193908 loss: 15.022176 eta: 44 days, 13:05:40 batch_cost: 1.0426 data_cost: 0.0007 ips: 7.6728 images/s
[08/07 13:16:05] ppdet.engine INFO: Epoch: [6] [16200/54024] learning_rate: 0.000100 loss_class: 0.734204 loss_bbox: 0.119274 loss_giou: 0.563784 loss_class_aux: 4.564828 loss_bbox_aux: 0.737061 loss_giou_aux: 3.555982 loss_class_dn: 0.371752 loss_bbox_dn: 0.111276 loss_giou_dn: 0.436270 loss_class_aux_dn: 2.011805 loss_bbox_aux_dn: 0.668080 loss_giou_aux_dn: 2.460670 loss: 16.885694 eta: 44 days, 12:54:43 batch_cost: 1.0593 data_cost: 0.0007 ips: 7.5523 images/s
[08/07 13:18:00] ppdet.engine INFO: Epoch: [6] [16300/54024] learning_rate: 0.000100 loss_class: 0.731653 loss_bbox: 0.121925 loss_giou: 0.597714 loss_class_aux: 4.485539 loss_bbox_aux: 0.800731 loss_giou_aux: 3.700885 loss_class_dn: 0.389310 loss_bbox_dn: 0.108202 loss_giou_dn: 0.452678 loss_class_aux_dn: 2.095062 loss_bbox_aux_dn: 0.677632 loss_giou_aux_dn: 2.574007 loss: 17.140698 eta: 44 days, 12:56:25 batch_cost: 1.0938 data_cost: 0.0387 ips: 7.3140 images/s
[08/07 13:19:54] ppdet.engine INFO: Epoch: [6] [16400/54024] learning_rate: 0.000100 loss_class: 0.716331 loss_bbox: 0.116000 loss_giou: 0.540770 loss_class_aux: 4.399364 loss_bbox_aux: 0.750428 loss_giou_aux: 3.376901 loss_class_dn: 0.358825 loss_bbox_dn: 0.115682 loss_giou_dn: 0.412174 loss_class_aux_dn: 1.936455 loss_bbox_aux_dn: 0.688022 loss_giou_aux_dn: 2.346988 loss: 15.961407 eta: 44 days, 12:53:52 batch_cost: 1.0822 data_cost: 0.0034 ips: 7.3927 images/s
[08/07 13:21:55] ppdet.engine INFO: Epoch: [6] [16500/54024] learning_rate: 0.000100 loss_class: 0.697601 loss_bbox: 0.118198 loss_giou: 0.477742 loss_class_aux: 4.338574 loss_bbox_aux: 0.779236 loss_giou_aux: 3.017671 loss_class_dn: 0.355716 loss_bbox_dn: 0.109617 loss_giou_dn: 0.394596 loss_class_aux_dn: 1.922278 loss_bbox_aux_dn: 0.651730 loss_giou_aux_dn: 2.271403 loss: 15.743868 eta: 44 days, 13:20:04 batch_cost: 1.1624 data_cost: 0.0007 ips: 6.8825 images/s
[08/07 13:23:45] ppdet.engine INFO: Epoch: [6] [16600/54024] learning_rate: 0.000100 loss_class: 0.713400 loss_bbox: 0.121946 loss_giou: 0.566269 loss_class_aux: 4.410321 loss_bbox_aux: 0.798189 loss_giou_aux: 3.492129 loss_class_dn: 0.370861 loss_bbox_dn: 0.123615 loss_giou_dn: 0.444752 loss_class_aux_dn: 1.971324 loss_bbox_aux_dn: 0.744848 loss_giou_aux_dn: 2.506850 loss: 16.515549 eta: 44 days, 13:05:33 batch_cost: 1.0490 data_cost: 0.0007 ips: 7.6263 images/s
[08/07 13:25:33] ppdet.engine INFO: Epoch: [6] [16700/54024] learning_rate: 0.000100 loss_class: 0.674267 loss_bbox: 0.106959 loss_giou: 0.462621 loss_class_aux: 4.203080 loss_bbox_aux: 0.712148 loss_giou_aux: 2.919843 loss_class_dn: 0.328555 loss_bbox_dn: 0.112936 loss_giou_dn: 0.369232 loss_class_aux_dn: 1.823777 loss_bbox_aux_dn: 0.686657 loss_giou_aux_dn: 2.087643 loss: 14.579394 eta: 44 days, 12:44:58 batch_cost: 1.0315 data_cost: 0.0007 ips: 7.7560 images/s
[08/07 13:27:21] ppdet.engine INFO: Epoch: [6] [16800/54024] learning_rate: 0.000100 loss_class: 0.698324 loss_bbox: 0.112193 loss_giou: 0.475075 loss_class_aux: 4.339263 loss_bbox_aux: 0.741747 loss_giou_aux: 2.938084 loss_class_dn: 0.348570 loss_bbox_dn: 0.109526 loss_giou_dn: 0.357811 loss_class_aux_dn: 1.849281 loss_bbox_aux_dn: 0.674563 loss_giou_aux_dn: 2.053048 loss: 15.205205 eta: 44 days, 12:22:23 batch_cost: 1.0251 data_cost: 0.0007 ips: 7.8042 images/s
[08/07 13:29:21] ppdet.engine INFO: Epoch: [6] [16900/54024] learning_rate: 0.000100 loss_class: 0.718800 loss_bbox: 0.114045 loss_giou: 0.516605 loss_class_aux: 4.427850 loss_bbox_aux: 0.730866 loss_giou_aux: 3.252995 loss_class_dn: 0.370995 loss_bbox_dn: 0.113787 loss_giou_dn: 0.405314 loss_class_aux_dn: 1.971966 loss_bbox_aux_dn: 0.701032 loss_giou_aux_dn: 2.334083 loss: 15.709274 eta: 44 days, 12:43:01 batch_cost: 1.1479 data_cost: 0.0007 ips: 6.9690 images/s
[08/07 13:31:10] ppdet.engine INFO: Epoch: [6] [17000/54024] learning_rate: 0.000100 loss_class: 0.695063 loss_bbox: 0.112123 loss_giou: 0.510223 loss_class_aux: 4.289639 loss_bbox_aux: 0.753509 loss_giou_aux: 3.160637 loss_class_dn: 0.352470 loss_bbox_dn: 0.110448 loss_giou_dn: 0.393302 loss_class_aux_dn: 1.912527 loss_bbox_aux_dn: 0.690196 loss_giou_aux_dn: 2.226790 loss: 15.663022 eta: 44 days, 12:26:56 batch_cost: 1.0431 data_cost: 0.0031 ips: 7.6693 images/s
[08/07 13:33:10] ppdet.engine INFO: Epoch: [6] [17100/54024] learning_rate: 0.000100 loss_class: 0.696733 loss_bbox: 0.111870 loss_giou: 0.542961 loss_class_aux: 4.370977 loss_bbox_aux: 0.735906 loss_giou_aux: 3.408367 loss_class_dn: 0.370883 loss_bbox_dn: 0.108404 loss_giou_dn: 0.426937 loss_class_aux_dn: 1.988810 loss_bbox_aux_dn: 0.647818 loss_giou_aux_dn: 2.403263 loss: 15.677441 eta: 44 days, 12:45:14 batch_cost: 1.1421 data_cost: 0.0007 ips: 7.0049 images/s
[08/07 13:35:04] ppdet.engine INFO: Epoch: [6] [17200/54024] learning_rate: 0.000100 loss_class: 0.743566 loss_bbox: 0.116813 loss_giou: 0.506131 loss_class_aux: 4.532558 loss_bbox_aux: 0.754530 loss_giou_aux: 3.143287 loss_class_dn: 0.371748 loss_bbox_dn: 0.108354 loss_giou_dn: 0.402955 loss_class_aux_dn: 1.995362 loss_bbox_aux_dn: 0.652002 loss_giou_aux_dn: 2.314095 loss: 16.103714 eta: 44 days, 12:44:59 batch_cost: 1.0888 data_cost: 0.0222 ips: 7.3474 images/s
[08/07 13:36:54] ppdet.engine INFO: Epoch: [6] [17300/54024] learning_rate: 0.000100 loss_class: 0.660059 loss_bbox: 0.114998 loss_giou: 0.533220 loss_class_aux: 4.156841 loss_bbox_aux: 0.742436 loss_giou_aux: 3.284042 loss_class_dn: 0.349361 loss_bbox_dn: 0.100710 loss_giou_dn: 0.408074 loss_class_aux_dn: 1.872705 loss_bbox_aux_dn: 0.638866 loss_giou_aux_dn: 2.346343 loss: 15.322683 eta: 44 days, 12:30:58 batch_cost: 1.0486 data_cost: 0.0007 ips: 7.6293 images/s
[08/07 13:38:46] ppdet.engine INFO: Epoch: [6] [17400/54024] learning_rate: 0.000100 loss_class: 0.675231 loss_bbox: 0.110221 loss_giou: 0.485808 loss_class_aux: 4.162526 loss_bbox_aux: 0.731591 loss_giou_aux: 3.035854 loss_class_dn: 0.356087 loss_bbox_dn: 0.105677 loss_giou_dn: 0.405723 loss_class_aux_dn: 1.898121 loss_bbox_aux_dn: 0.631067 loss_giou_aux_dn: 2.310527 loss: 15.500647 eta: 44 days, 12:22:52 batch_cost: 1.0656 data_cost: 0.0007 ips: 7.5078 images/s
[08/07 13:40:37] ppdet.engine INFO: Epoch: [6] [17500/54024] learning_rate: 0.000100 loss_class: 0.719886 loss_bbox: 0.113419 loss_giou: 0.500016 loss_class_aux: 4.522398 loss_bbox_aux: 0.733249 loss_giou_aux: 3.162578 loss_class_dn: 0.363584 loss_bbox_dn: 0.110550 loss_giou_dn: 0.405453 loss_class_aux_dn: 1.958998 loss_bbox_aux_dn: 0.697506 loss_giou_aux_dn: 2.278351 loss: 16.038051 eta: 44 days, 12:15:52 batch_cost: 1.0686 data_cost: 0.0007 ips: 7.4863 images/s
[08/07 13:42:33] ppdet.engine INFO: Epoch: [6] [17600/54024] learning_rate: 0.000100 loss_class: 0.692438 loss_bbox: 0.118305 loss_giou: 0.528056 loss_class_aux: 4.241124 loss_bbox_aux: 0.768828 loss_giou_aux: 3.330194 loss_class_dn: 0.355392 loss_bbox_dn: 0.106713 loss_giou_dn: 0.413727 loss_class_aux_dn: 1.906926 loss_bbox_aux_dn: 0.681467 loss_giou_aux_dn: 2.403931 loss: 16.122774 eta: 44 days, 12:20:27 batch_cost: 1.1029 data_cost: 0.0153 ips: 7.2535 images/s
[08/07 13:44:24] ppdet.engine INFO: Epoch: [6] [17700/54024] learning_rate: 0.000100 loss_class: 0.665102 loss_bbox: 0.109748 loss_giou: 0.462444 loss_class_aux: 4.105447 loss_bbox_aux: 0.736226 loss_giou_aux: 2.913449 loss_class_dn: 0.325665 loss_bbox_dn: 0.113444 loss_giou_dn: 0.356823 loss_class_aux_dn: 1.781222 loss_bbox_aux_dn: 0.706359 loss_giou_aux_dn: 2.057528 loss: 14.447123 eta: 44 days, 12:11:10 batch_cost: 1.0616 data_cost: 0.0007 ips: 7.5356 images/s
[08/07 13:46:19] ppdet.engine INFO: Epoch: [6] [17800/54024] learning_rate: 0.000100 loss_class: 0.704408 loss_bbox: 0.105749 loss_giou: 0.481685 loss_class_aux: 4.337210 loss_bbox_aux: 0.710544 loss_giou_aux: 3.035754 loss_class_dn: 0.350891 loss_bbox_dn: 0.106615 loss_giou_dn: 0.406967 loss_class_aux_dn: 1.888118 loss_bbox_aux_dn: 0.653811 loss_giou_aux_dn: 2.291159 loss: 15.777437 eta: 44 days, 12:12:10 batch_cost: 1.0923 data_cost: 0.0007 ips: 7.3239 images/s
[08/07 13:48:10] ppdet.engine INFO: Epoch: [6] [17900/54024] learning_rate: 0.000100 loss_class: 0.718553 loss_bbox: 0.118073 loss_giou: 0.531950 loss_class_aux: 4.468512 loss_bbox_aux: 0.740076 loss_giou_aux: 3.294754 loss_class_dn: 0.359301 loss_bbox_dn: 0.114420 loss_giou_dn: 0.407715 loss_class_aux_dn: 1.906462 loss_bbox_aux_dn: 0.712483 loss_giou_aux_dn: 2.316735 loss: 16.190749 eta: 44 days, 12:04:33 batch_cost: 1.0663 data_cost: 0.0007 ips: 7.5023 images/s
[08/07 13:49:59] ppdet.engine INFO: Epoch: [6] [18000/54024] learning_rate: 0.000100 loss_class: 0.722396 loss_bbox: 0.117701 loss_giou: 0.513185 loss_class_aux: 4.396539 loss_bbox_aux: 0.759547 loss_giou_aux: 3.164376 loss_class_dn: 0.350673 loss_bbox_dn: 0.107149 loss_giou_dn: 0.382607 loss_class_aux_dn: 1.887591 loss_bbox_aux_dn: 0.650431 loss_giou_aux_dn: 2.174441 loss: 15.570861 eta: 44 days, 11:47:10 batch_cost: 1.0364 data_cost: 0.0007 ips: 7.7193 images/s
[08/07 13:51:50] ppdet.engine INFO: Epoch: [6] [18100/54024] learning_rate: 0.000100 loss_class: 0.696742 loss_bbox: 0.114318 loss_giou: 0.563069 loss_class_aux: 4.272009 loss_bbox_aux: 0.762503 loss_giou_aux: 3.529132 loss_class_dn: 0.359907 loss_bbox_dn: 0.106476 loss_giou_dn: 0.418211 loss_class_aux_dn: 1.920527 loss_bbox_aux_dn: 0.657959 loss_giou_aux_dn: 2.331946 loss: 16.011093 eta: 44 days, 11:35:33 batch_cost: 1.0535 data_cost: 0.0007 ips: 7.5935 images/s
[08/07 13:53:40] ppdet.engine INFO: Epoch: [6] [18200/54024] learning_rate: 0.000100 loss_class: 0.696720 loss_bbox: 0.121547 loss_giou: 0.489586 loss_class_aux: 4.305897 loss_bbox_aux: 0.775774 loss_giou_aux: 3.006244 loss_class_dn: 0.356443 loss_bbox_dn: 0.105280 loss_giou_dn: 0.393721 loss_class_aux_dn: 1.918660 loss_bbox_aux_dn: 0.650869 loss_giou_aux_dn: 2.279125 loss: 15.805129 eta: 44 days, 11:22:11 batch_cost: 1.0478 data_cost: 0.0007 ips: 7.6347 images/s
[08/07 13:55:31] ppdet.engine INFO: Epoch: [6] [18300/54024] learning_rate: 0.000100 loss_class: 0.705564 loss_bbox: 0.113281 loss_giou: 0.581734 loss_class_aux: 4.360681 loss_bbox_aux: 0.750860 loss_giou_aux: 3.662193 loss_class_dn: 0.373224 loss_bbox_dn: 0.101504 loss_giou_dn: 0.438418 loss_class_aux_dn: 2.019649 loss_bbox_aux_dn: 0.650773 loss_giou_aux_dn: 2.500135 loss: 16.615674 eta: 44 days, 11:12:28 batch_cost: 1.0587 data_cost: 0.0282 ips: 7.5565 images/s
[08/07 13:57:21] ppdet.engine INFO: Epoch: [6] [18400/54024] learning_rate: 0.000100 loss_class: 0.636139 loss_bbox: 0.108727 loss_giou: 0.458176 loss_class_aux: 3.955716 loss_bbox_aux: 0.722460 loss_giou_aux: 2.826632 loss_class_dn: 0.326683 loss_bbox_dn: 0.103276 loss_giou_dn: 0.368299 loss_class_aux_dn: 1.786145 loss_bbox_aux_dn: 0.625686 loss_giou_aux_dn: 2.106952 loss: 14.458552 eta: 44 days, 10:59:21 batch_cost: 1.0479 data_cost: 0.0007 ips: 7.6345 images/s
[08/07 13:59:17] ppdet.engine INFO: Epoch: [6] [18500/54024] learning_rate: 0.000100 loss_class: 0.723311 loss_bbox: 0.112858 loss_giou: 0.533033 loss_class_aux: 4.443153 loss_bbox_aux: 0.744201 loss_giou_aux: 3.279674 loss_class_dn: 0.370878 loss_bbox_dn: 0.107322 loss_giou_dn: 0.420432 loss_class_aux_dn: 2.003716 loss_bbox_aux_dn: 0.684828 loss_giou_aux_dn: 2.362890 loss: 16.112121 eta: 44 days, 11:05:04 batch_cost: 1.1064 data_cost: 0.0380 ips: 7.2308 images/s
[08/07 14:01:08] ppdet.engine INFO: Epoch: [6] [18600/54024] learning_rate: 0.000100 loss_class: 0.706292 loss_bbox: 0.111843 loss_giou: 0.486119 loss_class_aux: 4.363702 loss_bbox_aux: 0.710379 loss_giou_aux: 3.076629 loss_class_dn: 0.351739 loss_bbox_dn: 0.109979 loss_giou_dn: 0.382396 loss_class_aux_dn: 1.902258 loss_bbox_aux_dn: 0.691622 loss_giou_aux_dn: 2.167311 loss: 15.155742 eta: 44 days, 10:55:07 batch_cost: 1.0574 data_cost: 0.0007 ips: 7.5658 images/s
[08/07 14:02:59] ppdet.engine INFO: Epoch: [6] [18700/54024] learning_rate: 0.000100 loss_class: 0.688748 loss_bbox: 0.111829 loss_giou: 0.507561 loss_class_aux: 4.291959 loss_bbox_aux: 0.740844 loss_giou_aux: 3.163305 loss_class_dn: 0.360189 loss_bbox_dn: 0.102238 loss_giou_dn: 0.401329 loss_class_aux_dn: 1.949351 loss_bbox_aux_dn: 0.623902 loss_giou_aux_dn: 2.293029 loss: 15.680495 eta: 44 days, 10:46:08 batch_cost: 1.0602 data_cost: 0.0007 ips: 7.5459 images/s
[08/07 14:04:52] ppdet.engine INFO: Epoch: [6] [18800/54024] learning_rate: 0.000100 loss_class: 0.721812 loss_bbox: 0.117183 loss_giou: 0.460997 loss_class_aux: 4.364679 loss_bbox_aux: 0.756388 loss_giou_aux: 2.913001 loss_class_dn: 0.339105 loss_bbox_dn: 0.108344 loss_giou_dn: 0.369923 loss_class_aux_dn: 1.811594 loss_bbox_aux_dn: 0.652457 loss_giou_aux_dn: 2.156520 loss: 14.943722 eta: 44 days, 10:45:23 batch_cost: 1.0861 data_cost: 0.0007 ips: 7.3658 images/s
[08/07 14:06:46] ppdet.engine INFO: Epoch: [6] [18900/54024] learning_rate: 0.000100 loss_class: 0.722688 loss_bbox: 0.109794 loss_giou: 0.505702 loss_class_aux: 4.455410 loss_bbox_aux: 0.717633 loss_giou_aux: 3.164506 loss_class_dn: 0.351543 loss_bbox_dn: 0.104059 loss_giou_dn: 0.395150 loss_class_aux_dn: 1.890586 loss_bbox_aux_dn: 0.646915 loss_giou_aux_dn: 2.236694 loss: 15.502291 eta: 44 days, 10:44:20 batch_cost: 1.0852 data_cost: 0.0007 ips: 7.3721 images/s
[08/07 14:08:46] ppdet.engine INFO: Epoch: [6] [19000/54024] learning_rate: 0.000100 loss_class: 0.708340 loss_bbox: 0.112333 loss_giou: 0.498238 loss_class_aux: 4.364421 loss_bbox_aux: 0.759840 loss_giou_aux: 3.137357 loss_class_dn: 0.352218 loss_bbox_dn: 0.101780 loss_giou_dn: 0.402597 loss_class_aux_dn: 1.905954 loss_bbox_aux_dn: 0.634183 loss_giou_aux_dn: 2.307097 loss: 15.529274 eta: 44 days, 11:01:57 batch_cost: 1.1452 data_cost: 0.0797 ips: 6.9857 images/s
[08/07 14:10:41] ppdet.engine INFO: Epoch: [6] [19100/54024] learning_rate: 0.000100 loss_class: 0.695836 loss_bbox: 0.101821 loss_giou: 0.481741 loss_class_aux: 4.309067 loss_bbox_aux: 0.698203 loss_giou_aux: 2.987223 loss_class_dn: 0.350938 loss_bbox_dn: 0.099911 loss_giou_dn: 0.399801 loss_class_aux_dn: 1.884993 loss_bbox_aux_dn: 0.618044 loss_giou_aux_dn: 2.244661 loss: 15.011488 eta: 44 days, 11:04:40 batch_cost: 1.0977 data_cost: 0.0007 ips: 7.2879 images/s
[08/07 14:12:30] ppdet.engine INFO: Epoch: [6] [19200/54024] learning_rate: 0.000100 loss_class: 0.692166 loss_bbox: 0.111752 loss_giou: 0.480505 loss_class_aux: 4.239346 loss_bbox_aux: 0.708999 loss_giou_aux: 3.009730 loss_class_dn: 0.332397 loss_bbox_dn: 0.107180 loss_giou_dn: 0.377934 loss_class_aux_dn: 1.785693 loss_bbox_aux_dn: 0.653488 loss_giou_aux_dn: 2.094152 loss: 14.822323 eta: 44 days, 10:48:51 batch_cost: 1.0376 data_cost: 0.0007 ips: 7.7099 images/s
[08/07 14:14:19] ppdet.engine INFO: Epoch: [6] [19300/54024] learning_rate: 0.000100 loss_class: 0.700715 loss_bbox: 0.111109 loss_giou: 0.482997 loss_class_aux: 4.332945 loss_bbox_aux: 0.731954 loss_giou_aux: 2.992435 loss_class_dn: 0.346529 loss_bbox_dn: 0.109238 loss_giou_dn: 0.393271 loss_class_aux_dn: 1.897155 loss_bbox_aux_dn: 0.650430 loss_giou_aux_dn: 2.239536 loss: 15.278461 eta: 44 days, 10:35:06 batch_cost: 1.0440 data_cost: 0.0007 ips: 7.6632 images/s
[08/07 14:16:12] ppdet.engine INFO: Epoch: [6] [19400/54024] learning_rate: 0.000100 loss_class: 0.718948 loss_bbox: 0.116205 loss_giou: 0.533628 loss_class_aux: 4.464906 loss_bbox_aux: 0.782209 loss_giou_aux: 3.234992 loss_class_dn: 0.367039 loss_bbox_dn: 0.108104 loss_giou_dn: 0.410254 loss_class_aux_dn: 1.973914 loss_bbox_aux_dn: 0.661470 loss_giou_aux_dn: 2.334865 loss: 15.820925 eta: 44 days, 10:31:12 batch_cost: 1.0759 data_cost: 0.0007 ips: 7.4359 images/s
[08/07 14:18:02] ppdet.engine INFO: Epoch: [6] [19500/54024] learning_rate: 0.000100 loss_class: 0.660701 loss_bbox: 0.109518 loss_giou: 0.468053 loss_class_aux: 4.099267 loss_bbox_aux: 0.731899 loss_giou_aux: 2.885549 loss_class_dn: 0.341690 loss_bbox_dn: 0.112549 loss_giou_dn: 0.361729 loss_class_aux_dn: 1.830791 loss_bbox_aux_dn: 0.684497 loss_giou_aux_dn: 2.051135 loss: 14.608969 eta: 44 days, 10:18:49 batch_cost: 1.0478 data_cost: 0.0007 ips: 7.6350 images/s
[08/07 14:19:55] ppdet.engine INFO: Epoch: [6] [19600/54024] learning_rate: 0.000100 loss_class: 0.680123 loss_bbox: 0.117752 loss_giou: 0.531834 loss_class_aux: 4.229622 loss_bbox_aux: 0.772299 loss_giou_aux: 3.283334 loss_class_dn: 0.354255 loss_bbox_dn: 0.113446 loss_giou_dn: 0.417814 loss_class_aux_dn: 1.885330 loss_bbox_aux_dn: 0.682326 loss_giou_aux_dn: 2.368158 loss: 15.569303 eta: 44 days, 10:17:14 batch_cost: 1.0832 data_cost: 0.0007 ips: 7.3852 images/s
[08/07 14:21:45] ppdet.engine INFO: Epoch: [6] [19700/54024] learning_rate: 0.000100 loss_class: 0.688174 loss_bbox: 0.111952 loss_giou: 0.527911 loss_class_aux: 4.248092 loss_bbox_aux: 0.735565 loss_giou_aux: 3.250663 loss_class_dn: 0.351409 loss_bbox_dn: 0.106010 loss_giou_dn: 0.391725 loss_class_aux_dn: 1.882134 loss_bbox_aux_dn: 0.641978 loss_giou_aux_dn: 2.263276 loss: 15.526550 eta: 44 days, 10:04:53 batch_cost: 1.0474 data_cost: 0.0007 ips: 7.6383 images/s
[08/07 14:23:37] ppdet.engine INFO: Epoch: [6] [19800/54024] learning_rate: 0.000100 loss_class: 0.713455 loss_bbox: 0.120227 loss_giou: 0.539762 loss_class_aux: 4.369582 loss_bbox_aux: 0.768516 loss_giou_aux: 3.405998 loss_class_dn: 0.367220 loss_bbox_dn: 0.115286 loss_giou_dn: 0.421634 loss_class_aux_dn: 1.968833 loss_bbox_aux_dn: 0.695781 loss_giou_aux_dn: 2.381759 loss: 15.846005 eta: 44 days, 9:57:47 batch_cost: 1.0647 data_cost: 0.0067 ips: 7.5142 images/s
[08/07 14:25:34] ppdet.engine INFO: Epoch: [6] [19900/54024] learning_rate: 0.000100 loss_class: 0.699836 loss_bbox: 0.115638 loss_giou: 0.512267 loss_class_aux: 4.353313 loss_bbox_aux: 0.756706 loss_giou_aux: 3.184667 loss_class_dn: 0.368729 loss_bbox_dn: 0.111028 loss_giou_dn: 0.414595 loss_class_aux_dn: 2.017852 loss_bbox_aux_dn: 0.685477 loss_giou_aux_dn: 2.352466 loss: 16.227625 eta: 44 days, 10:08:22 batch_cost: 1.1240 data_cost: 0.0007 ips: 7.1176 images/s
[08/07 14:27:25] ppdet.engine INFO: Epoch: [6] [20000/54024] learning_rate: 0.000100 loss_class: 0.695837 loss_bbox: 0.115246 loss_giou: 0.512029 loss_class_aux: 4.346870 loss_bbox_aux: 0.751420 loss_giou_aux: 3.236665 loss_class_dn: 0.359146 loss_bbox_dn: 0.110093 loss_giou_dn: 0.398235 loss_class_aux_dn: 1.940839 loss_bbox_aux_dn: 0.689534 loss_giou_aux_dn: 2.292096 loss: 15.573000 eta: 44 days, 9:57:21 batch_cost: 1.0513 data_cost: 0.0007 ips: 7.6096 images/s
[08/07 14:29:14] ppdet.engine INFO: Epoch: [6] [20100/54024] learning_rate: 0.000100 loss_class: 0.722400 loss_bbox: 0.113247 loss_giou: 0.569513 loss_class_aux: 4.518337 loss_bbox_aux: 0.745686 loss_giou_aux: 3.563827 loss_class_dn: 0.363510 loss_bbox_dn: 0.108876 loss_giou_dn: 0.423809 loss_class_aux_dn: 1.952420 loss_bbox_aux_dn: 0.664988 loss_giou_aux_dn: 2.384088 loss: 16.053733 eta: 44 days, 9:43:09 batch_cost: 1.0401 data_cost: 0.0008 ips: 7.6913 images/s
[08/07 14:31:07] ppdet.engine INFO: Epoch: [6] [20200/54024] learning_rate: 0.000100 loss_class: 0.690775 loss_bbox: 0.114563 loss_giou: 0.486920 loss_class_aux: 4.204478 loss_bbox_aux: 0.744540 loss_giou_aux: 3.153083 loss_class_dn: 0.332145 loss_bbox_dn: 0.110824 loss_giou_dn: 0.370421 loss_class_aux_dn: 1.784896 loss_bbox_aux_dn: 0.686468 loss_giou_aux_dn: 2.132465 loss: 14.516198 eta: 44 days, 9:39:39 batch_cost: 1.0763 data_cost: 0.0302 ips: 7.4328 images/s
[08/07 14:33:06] ppdet.engine INFO: Epoch: [6] [20300/54024] learning_rate: 0.000100 loss_class: 0.692977 loss_bbox: 0.118725 loss_giou: 0.513302 loss_class_aux: 4.374348 loss_bbox_aux: 0.736212 loss_giou_aux: 3.210287 loss_class_dn: 0.348769 loss_bbox_dn: 0.117607 loss_giou_dn: 0.399055 loss_class_aux_dn: 1.880591 loss_bbox_aux_dn: 0.690491 loss_giou_aux_dn: 2.264403 loss: 15.678006 eta: 44 days, 9:53:54 batch_cost: 1.1372 data_cost: 0.0007 ips: 7.0349 images/s
[08/07 14:35:07] ppdet.engine INFO: Epoch: [6] [20400/54024] learning_rate: 0.000100 loss_class: 0.711406 loss_bbox: 0.109025 loss_giou: 0.506273 loss_class_aux: 4.371890 loss_bbox_aux: 0.724792 loss_giou_aux: 3.205294 loss_class_dn: 0.372499 loss_bbox_dn: 0.101481 loss_giou_dn: 0.410559 loss_class_aux_dn: 1.987543 loss_bbox_aux_dn: 0.637938 loss_giou_aux_dn: 2.333921 loss: 16.035546 eta: 44 days, 10:14:59 batch_cost: 1.1614 data_cost: 0.0007 ips: 6.8884 images/s
[08/07 14:37:05] ppdet.engine INFO: Epoch: [6] [20500/54024] learning_rate: 0.000100 loss_class: 0.692771 loss_bbox: 0.118121 loss_giou: 0.500377 loss_class_aux: 4.235705 loss_bbox_aux: 0.742449 loss_giou_aux: 3.164555 loss_class_dn: 0.348340 loss_bbox_dn: 0.109125 loss_giou_dn: 0.396723 loss_class_aux_dn: 1.859990 loss_bbox_aux_dn: 0.655905 loss_giou_aux_dn: 2.276461 loss: 15.735457 eta: 44 days, 10:25:42 batch_cost: 1.1262 data_cost: 0.0782 ips: 7.1037 images/s
[08/07 14:39:07] ppdet.engine INFO: Epoch: [6] [20600/54024] learning_rate: 0.000100 loss_class: 0.682628 loss_bbox: 0.114446 loss_giou: 0.543643 loss_class_aux: 4.209837 loss_bbox_aux: 0.738433 loss_giou_aux: 3.398708 loss_class_dn: 0.354280 loss_bbox_dn: 0.104891 loss_giou_dn: 0.413296 loss_class_aux_dn: 1.892777 loss_bbox_aux_dn: 0.633982 loss_giou_aux_dn: 2.309904 loss: 15.228333 eta: 44 days, 10:48:24 batch_cost: 1.1684 data_cost: 0.0007 ips: 6.8469 images/s
[08/07 14:41:01] ppdet.engine INFO: Epoch: [6] [20700/54024] learning_rate: 0.000100 loss_class: 0.667154 loss_bbox: 0.109481 loss_giou: 0.488715 loss_class_aux: 4.134778 loss_bbox_aux: 0.717461 loss_giou_aux: 3.064023 loss_class_dn: 0.341215 loss_bbox_dn: 0.100125 loss_giou_dn: 0.380886 loss_class_aux_dn: 1.850267 loss_bbox_aux_dn: 0.629247 loss_giou_aux_dn: 2.149359 loss: 14.892834 eta: 44 days, 10:48:24 batch_cost: 1.0897 data_cost: 0.0313 ips: 7.3413 images/s
[08/07 14:42:51] ppdet.engine INFO: Epoch: [6] [20800/54024] learning_rate: 0.000100 loss_class: 0.705138 loss_bbox: 0.118929 loss_giou: 0.552819 loss_class_aux: 4.360476 loss_bbox_aux: 0.758119 loss_giou_aux: 3.434482 loss_class_dn: 0.369787 loss_bbox_dn: 0.108448 loss_giou_dn: 0.423354 loss_class_aux_dn: 1.981788 loss_bbox_aux_dn: 0.673652 loss_giou_aux_dn: 2.413937 loss: 15.911080 eta: 44 days, 10:36:10 batch_cost: 1.0467 data_cost: 0.0007 ips: 7.6432 images/s
[08/07 14:44:44] ppdet.engine INFO: Epoch: [6] [20900/54024] learning_rate: 0.000100 loss_class: 0.684198 loss_bbox: 0.110653 loss_giou: 0.483378 loss_class_aux: 4.227186 loss_bbox_aux: 0.716872 loss_giou_aux: 3.068592 loss_class_dn: 0.340706 loss_bbox_dn: 0.104781 loss_giou_dn: 0.381639 loss_class_aux_dn: 1.839984 loss_bbox_aux_dn: 0.651902 loss_giou_aux_dn: 2.125705 loss: 14.839355 eta: 44 days, 10:32:04 batch_cost: 1.0751 data_cost: 0.0007 ips: 7.4413 images/s
[08/07 14:46:36] ppdet.engine INFO: Epoch: [6] [21000/54024] learning_rate: 0.000100 loss_class: 0.718883 loss_bbox: 0.107756 loss_giou: 0.489556 loss_class_aux: 4.453843 loss_bbox_aux: 0.722789 loss_giou_aux: 3.090235 loss_class_dn: 0.358761 loss_bbox_dn: 0.099430 loss_giou_dn: 0.391063 loss_class_aux_dn: 1.947264 loss_bbox_aux_dn: 0.611033 loss_giou_aux_dn: 2.248172 loss: 15.597635 eta: 44 days, 10:25:57 batch_cost: 1.0679 data_cost: 0.0007 ips: 7.4916 images/s
[08/07 14:48:33] ppdet.engine INFO: Epoch: [6] [21100/54024] learning_rate: 0.000100 loss_class: 0.666160 loss_bbox: 0.108252 loss_giou: 0.490285 loss_class_aux: 4.218768 loss_bbox_aux: 0.707905 loss_giou_aux: 3.029464 loss_class_dn: 0.347262 loss_bbox_dn: 0.094580 loss_giou_dn: 0.379485 loss_class_aux_dn: 1.882986 loss_bbox_aux_dn: 0.577060 loss_giou_aux_dn: 2.154838 loss: 15.160175 eta: 44 days, 10:35:54 batch_cost: 1.1251 data_cost: 0.0118 ips: 7.1106 images/s
[08/07 14:50:25] ppdet.engine INFO: Epoch: [6] [21200/54024] learning_rate: 0.000100 loss_class: 0.706568 loss_bbox: 0.112960 loss_giou: 0.472888 loss_class_aux: 4.414792 loss_bbox_aux: 0.723652 loss_giou_aux: 2.987675 loss_class_dn: 0.356779 loss_bbox_dn: 0.111452 loss_giou_dn: 0.369560 loss_class_aux_dn: 1.969643 loss_bbox_aux_dn: 0.684844 loss_giou_aux_dn: 2.115419 loss: 15.629983 eta: 44 days, 10:30:28 batch_cost: 1.0703 data_cost: 0.0007 ips: 7.4748 images/s
[08/07 14:52:14] ppdet.engine INFO: Epoch: [6] [21300/54024] learning_rate: 0.000100 loss_class: 0.684926 loss_bbox: 0.111980 loss_giou: 0.524273 loss_class_aux: 4.320195 loss_bbox_aux: 0.744961 loss_giou_aux: 3.353094 loss_class_dn: 0.360016 loss_bbox_dn: 0.103974 loss_giou_dn: 0.403268 loss_class_aux_dn: 1.925622 loss_bbox_aux_dn: 0.650280 loss_giou_aux_dn: 2.307088 loss: 15.870818 eta: 44 days, 10:16:25 batch_cost: 1.0391 data_cost: 0.0007 ips: 7.6989 images/s
[08/07 14:54:02] ppdet.engine INFO: Epoch: [6] [21400/54024] learning_rate: 0.000100 loss_class: 0.693365 loss_bbox: 0.107956 loss_giou: 0.490407 loss_class_aux: 4.283849 loss_bbox_aux: 0.703983 loss_giou_aux: 3.078719 loss_class_dn: 0.355501 loss_bbox_dn: 0.099917 loss_giou_dn: 0.396312 loss_class_aux_dn: 1.908960 loss_bbox_aux_dn: 0.595832 loss_giou_aux_dn: 2.230210 loss: 15.171163 eta: 44 days, 9:59:28 batch_cost: 1.0282 data_cost: 0.0007 ips: 7.7809 images/s
[08/07 14:55:51] ppdet.engine INFO: Epoch: [6] [21500/54024] learning_rate: 0.000100 loss_class: 0.674278 loss_bbox: 0.115157 loss_giou: 0.479882 loss_class_aux: 4.143168 loss_bbox_aux: 0.769824 loss_giou_aux: 2.998216 loss_class_dn: 0.344169 loss_bbox_dn: 0.109771 loss_giou_dn: 0.378636 loss_class_aux_dn: 1.848409 loss_bbox_aux_dn: 0.666945 loss_giou_aux_dn: 2.124414 loss: 14.628391 eta: 44 days, 9:43:43 batch_cost: 1.0320 data_cost: 0.0007 ips: 7.7518 images/s
[08/07 14:57:39] ppdet.engine INFO: Epoch: [6] [21600/54024] learning_rate: 0.000100 loss_class: 0.670444 loss_bbox: 0.105297 loss_giou: 0.496606 loss_class_aux: 4.149971 loss_bbox_aux: 0.678949 loss_giou_aux: 3.081061 loss_class_dn: 0.355895 loss_bbox_dn: 0.097176 loss_giou_dn: 0.378912 loss_class_aux_dn: 1.933251 loss_bbox_aux_dn: 0.593228 loss_giou_aux_dn: 2.153067 loss: 15.433497 eta: 44 days, 9:29:04 batch_cost: 1.0355 data_cost: 0.0007 ips: 7.7255 images/s
[08/07 14:59:29] ppdet.engine INFO: Epoch: [6] [21700/54024] learning_rate: 0.000100 loss_class: 0.709585 loss_bbox: 0.114848 loss_giou: 0.547622 loss_class_aux: 4.383713 loss_bbox_aux: 0.744086 loss_giou_aux: 3.395033 loss_class_dn: 0.365396 loss_bbox_dn: 0.102895 loss_giou_dn: 0.423063 loss_class_aux_dn: 1.968061 loss_bbox_aux_dn: 0.626150 loss_giou_aux_dn: 2.380201 loss: 16.003716 eta: 44 days, 9:17:24 batch_cost: 1.0461 data_cost: 0.0007 ips: 7.6474 images/s
[08/07 15:01:23] ppdet.engine INFO: Epoch: [6] [21800/54024] learning_rate: 0.000100 loss_class: 0.719442 loss_bbox: 0.111685 loss_giou: 0.493732 loss_class_aux: 4.467451 loss_bbox_aux: 0.728049 loss_giou_aux: 3.047917 loss_class_dn: 0.355591 loss_bbox_dn: 0.106770 loss_giou_dn: 0.380178 loss_class_aux_dn: 1.918401 loss_bbox_aux_dn: 0.660719 loss_giou_aux_dn: 2.179940 loss: 15.146255 eta: 44 days, 9:15:43 batch_cost: 1.0826 data_cost: 0.0035 ips: 7.3896 images/s
[08/07 15:03:13] ppdet.engine INFO: Epoch: [6] [21900/54024] learning_rate: 0.000100 loss_class: 0.697429 loss_bbox: 0.117575 loss_giou: 0.552338 loss_class_aux: 4.180287 loss_bbox_aux: 0.760253 loss_giou_aux: 3.391896 loss_class_dn: 0.365102 loss_bbox_dn: 0.109458 loss_giou_dn: 0.425092 loss_class_aux_dn: 1.960859 loss_bbox_aux_dn: 0.673600 loss_giou_aux_dn: 2.374815 loss: 15.946377 eta: 44 days, 9:05:32 batch_cost: 1.0511 data_cost: 0.0007 ips: 7.6111 images/s
[08/07 15:04:59] ppdet.engine INFO: Epoch: [6] [22000/54024] learning_rate: 0.000100 loss_class: 0.683499 loss_bbox: 0.119922 loss_giou: 0.486773 loss_class_aux: 4.281555 loss_bbox_aux: 0.766364 loss_giou_aux: 3.019986 loss_class_dn: 0.339410 loss_bbox_dn: 0.110844 loss_giou_dn: 0.390411 loss_class_aux_dn: 1.816157 loss_bbox_aux_dn: 0.710058 loss_giou_aux_dn: 2.276035 loss: 15.112899 eta: 44 days, 8:44:21 batch_cost: 1.0098 data_cost: 0.0007 ips: 7.9220 images/s
[08/07 15:06:50] ppdet.engine INFO: Epoch: [6] [22100/54024] learning_rate: 0.000100 loss_class: 0.733856 loss_bbox: 0.121576 loss_giou: 0.510520 loss_class_aux: 4.479417 loss_bbox_aux: 0.768751 loss_giou_aux: 3.202641 loss_class_dn: 0.359723 loss_bbox_dn: 0.113623 loss_giou_dn: 0.405157 loss_class_aux_dn: 1.956016 loss_bbox_aux_dn: 0.691961 loss_giou_aux_dn: 2.293574 loss: 16.318806 eta: 44 days, 8:34:41 batch_cost: 1.0522 data_cost: 0.0007 ips: 7.6029 images/s
[08/07 15:08:39] ppdet.engine INFO: Epoch: [6] [22200/54024] learning_rate: 0.000100 loss_class: 0.708183 loss_bbox: 0.113212 loss_giou: 0.532614 loss_class_aux: 4.415765 loss_bbox_aux: 0.737328 loss_giou_aux: 3.361498 loss_class_dn: 0.358532 loss_bbox_dn: 0.103197 loss_giou_dn: 0.421798 loss_class_aux_dn: 1.926803 loss_bbox_aux_dn: 0.642338 loss_giou_aux_dn: 2.351150 loss: 15.770394 eta: 44 days, 8:20:59 batch_cost: 1.0369 data_cost: 0.0007 ips: 7.7156 images/s
[08/07 15:10:30] ppdet.engine INFO: Epoch: [6] [22300/54024] learning_rate: 0.000100 loss_class: 0.703580 loss_bbox: 0.116495 loss_giou: 0.478554 loss_class_aux: 4.301270 loss_bbox_aux: 0.744825 loss_giou_aux: 3.005073 loss_class_dn: 0.354635 loss_bbox_dn: 0.109412 loss_giou_dn: 0.380036 loss_class_aux_dn: 1.922101 loss_bbox_aux_dn: 0.662340 loss_giou_aux_dn: 2.137618 loss: 15.332169 eta: 44 days, 8:13:09 batch_cost: 1.0586 data_cost: 0.0246 ips: 7.5572 images/s
[08/07 15:12:20] ppdet.engine INFO: Epoch: [6] [22400/54024] learning_rate: 0.000100 loss_class: 0.694731 loss_bbox: 0.112032 loss_giou: 0.496760 loss_class_aux: 4.317307 loss_bbox_aux: 0.737994 loss_giou_aux: 3.078116 loss_class_dn: 0.346478 loss_bbox_dn: 0.113883 loss_giou_dn: 0.390647 loss_class_aux_dn: 1.865270 loss_bbox_aux_dn: 0.694372 loss_giou_aux_dn: 2.226634 loss: 15.291757 eta: 44 days, 8:04:06 batch_cost: 1.0537 data_cost: 0.0168 ips: 7.5919 images/s
[08/07 15:14:11] ppdet.engine INFO: Epoch: [6] [22500/54024] learning_rate: 0.000100 loss_class: 0.744693 loss_bbox: 0.116605 loss_giou: 0.539209 loss_class_aux: 4.620295 loss_bbox_aux: 0.746167 loss_giou_aux: 3.351505 loss_class_dn: 0.373440 loss_bbox_dn: 0.114248 loss_giou_dn: 0.432619 loss_class_aux_dn: 2.049484 loss_bbox_aux_dn: 0.703005 loss_giou_aux_dn: 2.481797 loss: 16.889095 eta: 44 days, 7:55:02 batch_cost: 1.0534 data_cost: 0.0063 ips: 7.5943 images/s
[08/07 15:16:02] ppdet.engine INFO: Epoch: [6] [22600/54024] learning_rate: 0.000100 loss_class: 0.717031 loss_bbox: 0.113119 loss_giou: 0.540894 loss_class_aux: 4.416265 loss_bbox_aux: 0.747037 loss_giou_aux: 3.392560 loss_class_dn: 0.362801 loss_bbox_dn: 0.107417 loss_giou_dn: 0.428840 loss_class_aux_dn: 1.966070 loss_bbox_aux_dn: 0.654147 loss_giou_aux_dn: 2.443190 loss: 16.001252 eta: 44 days, 7:46:46 batch_cost: 1.0563 data_cost: 0.0007 ips: 7.5735 images/s
[08/07 15:17:55] ppdet.engine INFO: Epoch: [6] [22700/54024] learning_rate: 0.000100 loss_class: 0.712071 loss_bbox: 0.121189 loss_giou: 0.480833 loss_class_aux: 4.341898 loss_bbox_aux: 0.777795 loss_giou_aux: 3.060848 loss_class_dn: 0.335062 loss_bbox_dn: 0.112575 loss_giou_dn: 0.387716 loss_class_aux_dn: 1.821077 loss_bbox_aux_dn: 0.671964 loss_giou_aux_dn: 2.177757 loss: 15.275885 eta: 44 days, 7:45:24 batch_cost: 1.0826 data_cost: 0.0362 ips: 7.3898 images/s
[08/07 15:19:47] ppdet.engine INFO: Epoch: [6] [22800/54024] learning_rate: 0.000100 loss_class: 0.725406 loss_bbox: 0.124228 loss_giou: 0.499781 loss_class_aux: 4.524841 loss_bbox_aux: 0.798353 loss_giou_aux: 3.188571 loss_class_dn: 0.360796 loss_bbox_dn: 0.119321 loss_giou_dn: 0.400485 loss_class_aux_dn: 1.941167 loss_bbox_aux_dn: 0.743135 loss_giou_aux_dn: 2.274236 loss: 16.159615 eta: 44 days, 7:40:25 batch_cost: 1.0686 data_cost: 0.0007 ips: 7.4864 images/s
[08/07 15:21:39] ppdet.engine INFO: Epoch: [6] [22900/54024] learning_rate: 0.000100 loss_class: 0.716046 loss_bbox: 0.109122 loss_giou: 0.506011 loss_class_aux: 4.367078 loss_bbox_aux: 0.700322 loss_giou_aux: 3.186674 loss_class_dn: 0.366068 loss_bbox_dn: 0.103030 loss_giou_dn: 0.399256 loss_class_aux_dn: 1.965798 loss_bbox_aux_dn: 0.616737 loss_giou_aux_dn: 2.232175 loss: 15.714587 eta: 44 days, 7:34:59 batch_cost: 1.0668 data_cost: 0.0159 ips: 7.4994 images/s
[08/07 15:23:26] ppdet.engine INFO: Epoch: [6] [23000/54024] learning_rate: 0.000100 loss_class: 0.697679 loss_bbox: 0.114231 loss_giou: 0.502861 loss_class_aux: 4.334964 loss_bbox_aux: 0.742270 loss_giou_aux: 3.156350 loss_class_dn: 0.362000 loss_bbox_dn: 0.102470 loss_giou_dn: 0.418104 loss_class_aux_dn: 1.968852 loss_bbox_aux_dn: 0.629225 loss_giou_aux_dn: 2.345853 loss: 16.071504 eta: 44 days, 7:17:07 batch_cost: 1.0182 data_cost: 0.0007 ips: 7.8572 images/s
[08/07 15:25:17] ppdet.engine INFO: Epoch: [6] [23100/54024] learning_rate: 0.000100 loss_class: 0.689194 loss_bbox: 0.112978 loss_giou: 0.468787 loss_class_aux: 4.234678 loss_bbox_aux: 0.745813 loss_giou_aux: 2.959991 loss_class_dn: 0.331625 loss_bbox_dn: 0.099254 loss_giou_dn: 0.390874 loss_class_aux_dn: 1.827698 loss_bbox_aux_dn: 0.644060 loss_giou_aux_dn: 2.215787 loss: 14.907052 eta: 44 days, 7:08:15 batch_cost: 1.0529 data_cost: 0.0008 ips: 7.5979 images/s
[08/07 15:27:12] ppdet.engine INFO: Epoch: [6] [23200/54024] learning_rate: 0.000100 loss_class: 0.717112 loss_bbox: 0.108821 loss_giou: 0.565417 loss_class_aux: 4.432225 loss_bbox_aux: 0.707141 loss_giou_aux: 3.514520 loss_class_dn: 0.353229 loss_bbox_dn: 0.104092 loss_giou_dn: 0.434753 loss_class_aux_dn: 1.909945 loss_bbox_aux_dn: 0.632769 loss_giou_aux_dn: 2.420301 loss: 15.953179 eta: 44 days, 7:10:47 batch_cost: 1.0974 data_cost: 0.0372 ips: 7.2901 images/s
[08/07 15:29:00] ppdet.engine INFO: Epoch: [6] [23300/54024] learning_rate: 0.000100 loss_class: 0.682458 loss_bbox: 0.106391 loss_giou: 0.453912 loss_class_aux: 4.277155 loss_bbox_aux: 0.698888 loss_giou_aux: 2.863492 loss_class_dn: 0.345732 loss_bbox_dn: 0.107505 loss_giou_dn: 0.372594 loss_class_aux_dn: 1.870220 loss_bbox_aux_dn: 0.654526 loss_giou_aux_dn: 2.098638 loss: 14.922418 eta: 44 days, 6:56:58 batch_cost: 1.0330 data_cost: 0.0007 ips: 7.7441 images/s
[08/07 15:30:50] ppdet.engine INFO: Epoch: [6] [23400/54024] learning_rate: 0.000100 loss_class: 0.732979 loss_bbox: 0.121446 loss_giou: 0.523109 loss_class_aux: 4.515354 loss_bbox_aux: 0.795242 loss_giou_aux: 3.273506 loss_class_dn: 0.383695 loss_bbox_dn: 0.119581 loss_giou_dn: 0.424574 loss_class_aux_dn: 2.042106 loss_bbox_aux_dn: 0.732019 loss_giou_aux_dn: 2.399094 loss: 16.739101 eta: 44 days, 6:47:59 batch_cost: 1.0518 data_cost: 0.0113 ips: 7.6061 images/s
[08/07 15:32:54] ppdet.engine INFO: Epoch: [6] [23500/54024] learning_rate: 0.000100 loss_class: 0.701387 loss_bbox: 0.106424 loss_giou: 0.461683 loss_class_aux: 4.327946 loss_bbox_aux: 0.701840 loss_giou_aux: 2.912378 loss_class_dn: 0.342921 loss_bbox_dn: 0.114389 loss_giou_dn: 0.374503 loss_class_aux_dn: 1.856143 loss_bbox_aux_dn: 0.695185 loss_giou_aux_dn: 2.136957 loss: 14.879724 eta: 44 days, 7:12:20 batch_cost: 1.1843 data_cost: 0.0007 ips: 6.7552 images/s
[08/07 15:34:46] ppdet.engine INFO: Epoch: [6] [23600/54024] learning_rate: 0.000100 loss_class: 0.683342 loss_bbox: 0.106767 loss_giou: 0.468163 loss_class_aux: 4.257951 loss_bbox_aux: 0.710220 loss_giou_aux: 2.928067 loss_class_dn: 0.338336 loss_bbox_dn: 0.103067 loss_giou_dn: 0.392917 loss_class_aux_dn: 1.824898 loss_bbox_aux_dn: 0.649342 loss_giou_aux_dn: 2.212797 loss: 14.780800 eta: 44 days, 7:06:41 batch_cost: 1.0652 data_cost: 0.0007 ips: 7.5103 images/s
[08/07 15:36:41] ppdet.engine INFO: Epoch: [6] [23700/54024] learning_rate: 0.000100 loss_class: 0.730929 loss_bbox: 0.112374 loss_giou: 0.530494 loss_class_aux: 4.525061 loss_bbox_aux: 0.722613 loss_giou_aux: 3.263470 loss_class_dn: 0.375526 loss_bbox_dn: 0.105738 loss_giou_dn: 0.399621 loss_class_aux_dn: 2.059182 loss_bbox_aux_dn: 0.644919 loss_giou_aux_dn: 2.293649 loss: 16.106051 eta: 44 days, 7:10:41 batch_cost: 1.1038 data_cost: 0.0352 ips: 7.2478 images/s
[08/07 15:38:33] ppdet.engine INFO: Epoch: [6] [23800/54024] learning_rate: 0.000100 loss_class: 0.687582 loss_bbox: 0.115926 loss_giou: 0.460095 loss_class_aux: 4.251340 loss_bbox_aux: 0.755880 loss_giou_aux: 2.882756 loss_class_dn: 0.354118 loss_bbox_dn: 0.116544 loss_giou_dn: 0.376371 loss_class_aux_dn: 1.912551 loss_bbox_aux_dn: 0.718569 loss_giou_aux_dn: 2.130502 loss: 15.627151 eta: 44 days, 7:05:00 batch_cost: 1.0650 data_cost: 0.0007 ips: 7.5117 images/s
[08/07 15:40:23] ppdet.engine INFO: Epoch: [6] [23900/54024] learning_rate: 0.000100 loss_class: 0.703975 loss_bbox: 0.116525 loss_giou: 0.522952 loss_class_aux: 4.266326 loss_bbox_aux: 0.734612 loss_giou_aux: 3.294875 loss_class_dn: 0.363236 loss_bbox_dn: 0.105503 loss_giou_dn: 0.419452 loss_class_aux_dn: 1.970275 loss_bbox_aux_dn: 0.630156 loss_giou_aux_dn: 2.382167 loss: 16.031844 eta: 44 days, 6:54:25 batch_cost: 1.0450 data_cost: 0.0007 ips: 7.6554 images/s
[08/07 15:42:11] ppdet.engine INFO: Epoch: [6] [24000/54024] learning_rate: 0.000100 loss_class: 0.697471 loss_bbox: 0.118420 loss_giou: 0.542159 loss_class_aux: 4.364482 loss_bbox_aux: 0.777384 loss_giou_aux: 3.357637 loss_class_dn: 0.348773 loss_bbox_dn: 0.098975 loss_giou_dn: 0.411354 loss_class_aux_dn: 1.879884 loss_bbox_aux_dn: 0.633914 loss_giou_aux_dn: 2.301047 loss: 15.659050 eta: 44 days, 6:39:36 batch_cost: 1.0275 data_cost: 0.0007 ips: 7.7860 images/s
[08/07 15:44:02] ppdet.engine INFO: Epoch: [6] [24100/54024] learning_rate: 0.000100 loss_class: 0.688487 loss_bbox: 0.113328 loss_giou: 0.523754 loss_class_aux: 4.322325 loss_bbox_aux: 0.724180 loss_giou_aux: 3.309535 loss_class_dn: 0.351335 loss_bbox_dn: 0.107568 loss_giou_dn: 0.410569 loss_class_aux_dn: 1.885281 loss_bbox_aux_dn: 0.648012 loss_giou_aux_dn: 2.290894 loss: 15.329593 eta: 44 days, 6:32:48 batch_cost: 1.0598 data_cost: 0.0010 ips: 7.5488 images/s
[08/07 15:45:51] ppdet.engine INFO: Epoch: [6] [24200/54024] learning_rate: 0.000100 loss_class: 0.684864 loss_bbox: 0.103012 loss_giou: 0.486632 loss_class_aux: 4.301548 loss_bbox_aux: 0.674854 loss_giou_aux: 3.044173 loss_class_dn: 0.347980 loss_bbox_dn: 0.096271 loss_giou_dn: 0.383035 loss_class_aux_dn: 1.869161 loss_bbox_aux_dn: 0.589869 loss_giou_aux_dn: 2.174114 loss: 14.942746 eta: 44 days, 6:20:39 batch_cost: 1.0376 data_cost: 0.0007 ips: 7.7099 images/s
[08/07 15:47:46] ppdet.engine INFO: Epoch: [6] [24300/54024] learning_rate: 0.000100 loss_class: 0.704998 loss_bbox: 0.112447 loss_giou: 0.510564 loss_class_aux: 4.361303 loss_bbox_aux: 0.739270 loss_giou_aux: 3.196385 loss_class_dn: 0.348144 loss_bbox_dn: 0.109903 loss_giou_dn: 0.387750 loss_class_aux_dn: 1.872561 loss_bbox_aux_dn: 0.652968 loss_giou_aux_dn: 2.187793 loss: 15.131526 eta: 44 days, 6:24:24 batch_cost: 1.1028 data_cost: 0.0685 ips: 7.2543 images/s
[08/07 15:49:44] ppdet.engine INFO: Epoch: [6] [24400/54024] learning_rate: 0.000100 loss_class: 0.704316 loss_bbox: 0.115262 loss_giou: 0.543263 loss_class_aux: 4.284786 loss_bbox_aux: 0.737252 loss_giou_aux: 3.448021 loss_class_dn: 0.357504 loss_bbox_dn: 0.111194 loss_giou_dn: 0.401003 loss_class_aux_dn: 1.905632 loss_bbox_aux_dn: 0.665161 loss_giou_aux_dn: 2.259593 loss: 15.970794 eta: 44 days, 6:33:53 batch_cost: 1.1267 data_cost: 0.0833 ips: 7.1006 images/s
[08/07 15:51:37] ppdet.engine INFO: Epoch: [6] [24500/54024] learning_rate: 0.000100 loss_class: 0.704929 loss_bbox: 0.116669 loss_giou: 0.502637 loss_class_aux: 4.372830 loss_bbox_aux: 0.767327 loss_giou_aux: 3.151144 loss_class_dn: 0.341253 loss_bbox_dn: 0.110424 loss_giou_dn: 0.394382 loss_class_aux_dn: 1.848204 loss_bbox_aux_dn: 0.688451 loss_giou_aux_dn: 2.233340 loss: 14.800082 eta: 44 days, 6:32:53 batch_cost: 1.0835 data_cost: 0.0147 ips: 7.3832 images/s
[08/07 15:53:36] ppdet.engine INFO: Epoch: [6] [24600/54024] learning_rate: 0.000100 loss_class: 0.705995 loss_bbox: 0.118713 loss_giou: 0.560131 loss_class_aux: 4.359209 loss_bbox_aux: 0.749659 loss_giou_aux: 3.474787 loss_class_dn: 0.374096 loss_bbox_dn: 0.107981 loss_giou_dn: 0.434533 loss_class_aux_dn: 2.019470 loss_bbox_aux_dn: 0.646202 loss_giou_aux_dn: 2.443913 loss: 16.537006 eta: 44 days, 6:43:24 batch_cost: 1.1316 data_cost: 0.0415 ips: 7.0697 images/s
[08/07 15:55:28] ppdet.engine INFO: Epoch: [6] [24700/54024] learning_rate: 0.000100 loss_class: 0.706018 loss_bbox: 0.117230 loss_giou: 0.494939 loss_class_aux: 4.448445 loss_bbox_aux: 0.745576 loss_giou_aux: 3.074797 loss_class_dn: 0.354866 loss_bbox_dn: 0.108837 loss_giou_dn: 0.382764 loss_class_aux_dn: 1.914051 loss_bbox_aux_dn: 0.674548 loss_giou_aux_dn: 2.169898 loss: 15.426826 eta: 44 days, 6:38:26 batch_cost: 1.0672 data_cost: 0.0007 ips: 7.4966 images/s
[08/07 15:57:16] ppdet.engine INFO: Epoch: [6] [24800/54024] learning_rate: 0.000100 loss_class: 0.690783 loss_bbox: 0.111052 loss_giou: 0.438139 loss_class_aux: 4.303064 loss_bbox_aux: 0.715738 loss_giou_aux: 2.755676 loss_class_dn: 0.335533 loss_bbox_dn: 0.113515 loss_giou_dn: 0.362062 loss_class_aux_dn: 1.822561 loss_bbox_aux_dn: 0.680302 loss_giou_aux_dn: 2.124386 loss: 15.218373 eta: 44 days, 6:24:32 batch_cost: 1.0296 data_cost: 0.0007 ips: 7.7703 images/s
[08/07 15:59:07] ppdet.engine INFO: Epoch: [6] [24900/54024] learning_rate: 0.000100 loss_class: 0.718559 loss_bbox: 0.109285 loss_giou: 0.491159 loss_class_aux: 4.459821 loss_bbox_aux: 0.705365 loss_giou_aux: 3.089852 loss_class_dn: 0.350793 loss_bbox_dn: 0.096234 loss_giou_dn: 0.388565 loss_class_aux_dn: 1.903557 loss_bbox_aux_dn: 0.604336 loss_giou_aux_dn: 2.199118 loss: 14.840066 eta: 44 days, 6:16:36 batch_cost: 1.0543 data_cost: 0.0007 ips: 7.5881 images/s
[08/07 16:00:57] ppdet.engine INFO: Epoch: [6] [25000/54024] learning_rate: 0.000100 loss_class: 0.677136 loss_bbox: 0.119154 loss_giou: 0.468963 loss_class_aux: 4.235717 loss_bbox_aux: 0.781946 loss_giou_aux: 2.901401 loss_class_dn: 0.343213 loss_bbox_dn: 0.114451 loss_giou_dn: 0.376336 loss_class_aux_dn: 1.839309 loss_bbox_aux_dn: 0.682936 loss_giou_aux_dn: 2.152051 loss: 14.763383 eta: 44 days, 6:07:39 batch_cost: 1.0498 data_cost: 0.0007 ips: 7.6207 images/s
[08/07 16:02:46] ppdet.engine INFO: Epoch: [6] [25100/54024] learning_rate: 0.000100 loss_class: 0.706264 loss_bbox: 0.116200 loss_giou: 0.540492 loss_class_aux: 4.410125 loss_bbox_aux: 0.748821 loss_giou_aux: 3.309482 loss_class_dn: 0.368448 loss_bbox_dn: 0.103522 loss_giou_dn: 0.413967 loss_class_aux_dn: 1.981079 loss_bbox_aux_dn: 0.630890 loss_giou_aux_dn: 2.356665 loss: 16.212960 eta: 44 days, 5:56:06 batch_cost: 1.0385 data_cost: 0.0007 ips: 7.7035 images/s
[08/07 16:04:36] ppdet.engine INFO: Epoch: [6] [25200/54024] learning_rate: 0.000100 loss_class: 0.717436 loss_bbox: 0.107807 loss_giou: 0.503409 loss_class_aux: 4.371127 loss_bbox_aux: 0.688551 loss_giou_aux: 3.139783 loss_class_dn: 0.342187 loss_bbox_dn: 0.106839 loss_giou_dn: 0.373964 loss_class_aux_dn: 1.836408 loss_bbox_aux_dn: 0.653131 loss_giou_aux_dn: 2.114618 loss: 14.943459 eta: 44 days, 5:46:59 batch_cost: 1.0486 data_cost: 0.0007 ips: 7.6296 images/s
[08/07 16:06:29] ppdet.engine INFO: Epoch: [6] [25300/54024] learning_rate: 0.000100 loss_class: 0.701944 loss_bbox: 0.101747 loss_giou: 0.460880 loss_class_aux: 4.315619 loss_bbox_aux: 0.674061 loss_giou_aux: 2.878252 loss_class_dn: 0.350156 loss_bbox_dn: 0.094392 loss_giou_dn: 0.374849 loss_class_aux_dn: 1.919851 loss_bbox_aux_dn: 0.589032 loss_giou_aux_dn: 2.134485 loss: 14.973215 eta: 44 days, 5:43:03 batch_cost: 1.0705 data_cost: 0.0007 ips: 7.4731 images/s
[08/07 16:08:23] ppdet.engine INFO: Epoch: [6] [25400/54024] learning_rate: 0.000100 loss_class: 0.670966 loss_bbox: 0.114959 loss_giou: 0.503175 loss_class_aux: 4.129395 loss_bbox_aux: 0.750883 loss_giou_aux: 3.129852 loss_class_dn: 0.350099 loss_bbox_dn: 0.103987 loss_giou_dn: 0.398470 loss_class_aux_dn: 1.860940 loss_bbox_aux_dn: 0.635389 loss_giou_aux_dn: 2.236362 loss: 15.490310 eta: 44 days, 5:43:21 batch_cost: 1.0886 data_cost: 0.0209 ips: 7.3487 images/s
[08/07 16:10:11] ppdet.engine INFO: Epoch: [6] [25500/54024] learning_rate: 0.000100 loss_class: 0.687260 loss_bbox: 0.117573 loss_giou: 0.477421 loss_class_aux: 4.249751 loss_bbox_aux: 0.749930 loss_giou_aux: 2.995086 loss_class_dn: 0.342473 loss_bbox_dn: 0.107691 loss_giou_dn: 0.376623 loss_class_aux_dn: 1.857542 loss_bbox_aux_dn: 0.658179 loss_giou_aux_dn: 2.138972 loss: 14.905593 eta: 44 days, 5:30:36 batch_cost: 1.0323 data_cost: 0.0007 ips: 7.7494 images/s
[08/07 16:12:01] ppdet.engine INFO: Epoch: [6] [25600/54024] learning_rate: 0.000100 loss_class: 0.743348 loss_bbox: 0.121484 loss_giou: 0.506477 loss_class_aux: 4.621096 loss_bbox_aux: 0.776637 loss_giou_aux: 3.226038 loss_class_dn: 0.360445 loss_bbox_dn: 0.109647 loss_giou_dn: 0.408053 loss_class_aux_dn: 1.936560 loss_bbox_aux_dn: 0.693706 loss_giou_aux_dn: 2.322903 loss: 16.101465 eta: 44 days, 5:19:58 batch_cost: 1.0411 data_cost: 0.0008 ips: 7.6839 images/s
[08/07 16:13:53] ppdet.engine INFO: Epoch: [6] [25700/54024] learning_rate: 0.000100 loss_class: 0.718485 loss_bbox: 0.123074 loss_giou: 0.532449 loss_class_aux: 4.479127 loss_bbox_aux: 0.792515 loss_giou_aux: 3.305745 loss_class_dn: 0.358276 loss_bbox_dn: 0.111055 loss_giou_dn: 0.406989 loss_class_aux_dn: 1.931919 loss_bbox_aux_dn: 0.700070 loss_giou_aux_dn: 2.311318 loss: 16.304002 eta: 44 days, 5:16:50 batch_cost: 1.0735 data_cost: 0.0398 ips: 7.4521 images/s
[08/07 16:15:46] ppdet.engine INFO: Epoch: [6] [25800/54024] learning_rate: 0.000100 loss_class: 0.700561 loss_bbox: 0.110175 loss_giou: 0.474290 loss_class_aux: 4.337547 loss_bbox_aux: 0.716171 loss_giou_aux: 2.954332 loss_class_dn: 0.343510 loss_bbox_dn: 0.098846 loss_giou_dn: 0.394680 loss_class_aux_dn: 1.884359 loss_bbox_aux_dn: 0.634028 loss_giou_aux_dn: 2.229510 loss: 14.956230 eta: 44 days, 5:13:58 batch_cost: 1.0746 data_cost: 0.0007 ips: 7.4443 images/s
[08/07 16:17:38] ppdet.engine INFO: Epoch: [6] [25900/54024] learning_rate: 0.000100 loss_class: 0.658497 loss_bbox: 0.104596 loss_giou: 0.457695 loss_class_aux: 4.082859 loss_bbox_aux: 0.680058 loss_giou_aux: 2.867774 loss_class_dn: 0.321881 loss_bbox_dn: 0.105575 loss_giou_dn: 0.362740 loss_class_aux_dn: 1.756672 loss_bbox_aux_dn: 0.646325 loss_giou_aux_dn: 2.038607 loss: 14.339006 eta: 44 days, 5:09:22 batch_cost: 1.0670 data_cost: 0.0007 ips: 7.4977 images/s
[08/07 16:19:28] ppdet.engine INFO: Epoch: [6] [26000/54024] learning_rate: 0.000100 loss_class: 0.705138 loss_bbox: 0.114815 loss_giou: 0.515885 loss_class_aux: 4.303202 loss_bbox_aux: 0.747149 loss_giou_aux: 3.253964 loss_class_dn: 0.356035 loss_bbox_dn: 0.111198 loss_giou_dn: 0.404392 loss_class_aux_dn: 1.921650 loss_bbox_aux_dn: 0.687996 loss_giou_aux_dn: 2.299820 loss: 15.449605 eta: 44 days, 5:00:55 batch_cost: 1.0499 data_cost: 0.0007 ips: 7.6198 images/s
[08/07 16:21:17] ppdet.engine INFO: Epoch: [6] [26100/54024] learning_rate: 0.000100 loss_class: 0.670848 loss_bbox: 0.107996 loss_giou: 0.482009 loss_class_aux: 4.202834 loss_bbox_aux: 0.713446 loss_giou_aux: 3.018543 loss_class_dn: 0.345548 loss_bbox_dn: 0.105158 loss_giou_dn: 0.380168 loss_class_aux_dn: 1.858958 loss_bbox_aux_dn: 0.635266 loss_giou_aux_dn: 2.146679 loss: 14.744379 eta: 44 days, 4:50:40 batch_cost: 1.0418 data_cost: 0.0053 ips: 7.6793 images/s
[08/07 16:23:08] ppdet.engine INFO: Epoch: [6] [26200/54024] learning_rate: 0.000100 loss_class: 0.688382 loss_bbox: 0.116868 loss_giou: 0.489233 loss_class_aux: 4.232424 loss_bbox_aux: 0.782972 loss_giou_aux: 3.063014 loss_class_dn: 0.345275 loss_bbox_dn: 0.113625 loss_giou_dn: 0.383397 loss_class_aux_dn: 1.907732 loss_bbox_aux_dn: 0.695699 loss_giou_aux_dn: 2.161950 loss: 15.196360 eta: 44 days, 4:43:55 batch_cost: 1.0569 data_cost: 0.0114 ips: 7.5690 images/s
[08/07 16:24:56] ppdet.engine INFO: Epoch: [6] [26300/54024] learning_rate: 0.000100 loss_class: 0.709390 loss_bbox: 0.115266 loss_giou: 0.510558 loss_class_aux: 4.412810 loss_bbox_aux: 0.767155 loss_giou_aux: 3.209412 loss_class_dn: 0.372264 loss_bbox_dn: 0.119738 loss_giou_dn: 0.397597 loss_class_aux_dn: 2.032406 loss_bbox_aux_dn: 0.743212 loss_giou_aux_dn: 2.270617 loss: 15.740536 eta: 44 days, 4:31:09 batch_cost: 1.0300 data_cost: 0.0007 ips: 7.7671 images/s
[08/07 16:26:49] ppdet.engine INFO: Epoch: [6] [26400/54024] learning_rate: 0.000100 loss_class: 0.696060 loss_bbox: 0.111185 loss_giou: 0.481103 loss_class_aux: 4.305937 loss_bbox_aux: 0.726922 loss_giou_aux: 3.068875 loss_class_dn: 0.334274 loss_bbox_dn: 0.106493 loss_giou_dn: 0.382644 loss_class_aux_dn: 1.807729 loss_bbox_aux_dn: 0.630983 loss_giou_aux_dn: 2.179134 loss: 14.760231 eta: 44 days, 4:28:32 batch_cost: 1.0751 data_cost: 0.0347 ips: 7.4415 images/s
[08/07 16:28:39] ppdet.engine INFO: Epoch: [6] [26500/54024] learning_rate: 0.000100 loss_class: 0.735914 loss_bbox: 0.115407 loss_giou: 0.521907 loss_class_aux: 4.494322 loss_bbox_aux: 0.751587 loss_giou_aux: 3.210768 loss_class_dn: 0.358967 loss_bbox_dn: 0.114457 loss_giou_dn: 0.400045 loss_class_aux_dn: 1.931801 loss_bbox_aux_dn: 0.700209 loss_giou_aux_dn: 2.258369 loss: 16.296487 eta: 44 days, 4:19:17 batch_cost: 1.0452 data_cost: 0.0007 ips: 7.6540 images/s
[08/07 16:30:29] ppdet.engine INFO: Epoch: [6] [26600/54024] learning_rate: 0.000100 loss_class: 0.709394 loss_bbox: 0.103073 loss_giou: 0.478770 loss_class_aux: 4.392128 loss_bbox_aux: 0.656520 loss_giou_aux: 3.010807 loss_class_dn: 0.356770 loss_bbox_dn: 0.095059 loss_giou_dn: 0.381796 loss_class_aux_dn: 1.905762 loss_bbox_aux_dn: 0.602744 loss_giou_aux_dn: 2.182569 loss: 15.259591 eta: 44 days, 4:10:57 batch_cost: 1.0491 data_cost: 0.0007 ips: 7.6256 images/s
[08/07 16:32:23] ppdet.engine INFO: Epoch: [6] [26700/54024] learning_rate: 0.000100 loss_class: 0.703322 loss_bbox: 0.110020 loss_giou: 0.509281 loss_class_aux: 4.392506 loss_bbox_aux: 0.701032 loss_giou_aux: 3.139225 loss_class_dn: 0.359774 loss_bbox_dn: 0.106087 loss_giou_dn: 0.405651 loss_class_aux_dn: 1.907157 loss_bbox_aux_dn: 0.648553 loss_giou_aux_dn: 2.322716 loss: 15.270268 eta: 44 days, 4:10:48 batch_cost: 1.0860 data_cost: 0.0007 ips: 7.3668 images/s
[08/07 16:34:13] ppdet.engine INFO: Epoch: [6] [26800/54024] learning_rate: 0.000100 loss_class: 0.746795 loss_bbox: 0.121394 loss_giou: 0.500491 loss_class_aux: 4.660254 loss_bbox_aux: 0.771659 loss_giou_aux: 3.110094 loss_class_dn: 0.367534 loss_bbox_dn: 0.113214 loss_giou_dn: 0.387219 loss_class_aux_dn: 2.050043 loss_bbox_aux_dn: 0.677979 loss_giou_aux_dn: 2.205296 loss: 16.175110 eta: 44 days, 4:03:10 batch_cost: 1.0519 data_cost: 0.0007 ips: 7.6049 images/s
[08/07 16:36:03] ppdet.engine INFO: Epoch: [6] [26900/54024] learning_rate: 0.000100 loss_class: 0.719780 loss_bbox: 0.117413 loss_giou: 0.568002 loss_class_aux: 4.465192 loss_bbox_aux: 0.775801 loss_giou_aux: 3.423840 loss_class_dn: 0.358642 loss_bbox_dn: 0.110714 loss_giou_dn: 0.428760 loss_class_aux_dn: 1.905739 loss_bbox_aux_dn: 0.662463 loss_giou_aux_dn: 2.431435 loss: 16.053781 eta: 44 days, 3:55:42 batch_cost: 1.0526 data_cost: 0.0058 ips: 7.6005 images/s
[08/07 16:38:12] ppdet.engine INFO: Epoch: [6] [27000/54024] learning_rate: 0.000100 loss_class: 0.711805 loss_bbox: 0.110737 loss_giou: 0.484723 loss_class_aux: 4.489312 loss_bbox_aux: 0.727992 loss_giou_aux: 3.022085 loss_class_dn: 0.341578 loss_bbox_dn: 0.108229 loss_giou_dn: 0.369355 loss_class_aux_dn: 1.864262 loss_bbox_aux_dn: 0.671836 loss_giou_aux_dn: 2.115659 loss: 14.826933 eta: 44 days, 4:27:18 batch_cost: 1.2312 data_cost: 0.0243 ips: 6.4979 images/s
[08/07 16:40:02] ppdet.engine INFO: Epoch: [6] [27100/54024] learning_rate: 0.000100 loss_class: 0.716988 loss_bbox: 0.115067 loss_giou: 0.524961 loss_class_aux: 4.465572 loss_bbox_aux: 0.777286 loss_giou_aux: 3.254094 loss_class_dn: 0.357526 loss_bbox_dn: 0.112133 loss_giou_dn: 0.403516 loss_class_aux_dn: 1.913607 loss_bbox_aux_dn: 0.695457 loss_giou_aux_dn: 2.288803 loss: 15.779526 eta: 44 days, 4:18:21 batch_cost: 1.0460 data_cost: 0.0007 ips: 7.6480 images/s
[08/07 16:42:04] ppdet.engine INFO: Epoch: [6] [27200/54024] learning_rate: 0.000100 loss_class: 0.702722 loss_bbox: 0.116186 loss_giou: 0.502616 loss_class_aux: 4.390611 loss_bbox_aux: 0.737426 loss_giou_aux: 3.131219 loss_class_dn: 0.360773 loss_bbox_dn: 0.110557 loss_giou_dn: 0.408672 loss_class_aux_dn: 1.959260 loss_bbox_aux_dn: 0.650170 loss_giou_aux_dn: 2.273132 loss: 15.709164 eta: 44 days, 4:37:07 batch_cost: 1.1736 data_cost: 0.0720 ips: 6.8167 images/s
[08/07 16:44:04] ppdet.engine INFO: Epoch: [6] [27300/54024] learning_rate: 0.000100 loss_class: 0.700504 loss_bbox: 0.114961 loss_giou: 0.519044 loss_class_aux: 4.366048 loss_bbox_aux: 0.753088 loss_giou_aux: 3.255507 loss_class_dn: 0.363728 loss_bbox_dn: 0.108092 loss_giou_dn: 0.398647 loss_class_aux_dn: 1.986651 loss_bbox_aux_dn: 0.668064 loss_giou_aux_dn: 2.275036 loss: 15.579878 eta: 44 days, 4:49:02 batch_cost: 1.1426 data_cost: 0.0009 ips: 7.0015 images/s
[08/07 16:45:55] ppdet.engine INFO: Epoch: [6] [27400/54024] learning_rate: 0.000100 loss_class: 0.711720 loss_bbox: 0.112609 loss_giou: 0.529621 loss_class_aux: 4.468323 loss_bbox_aux: 0.734118 loss_giou_aux: 3.320555 loss_class_dn: 0.369606 loss_bbox_dn: 0.105615 loss_giou_dn: 0.397005 loss_class_aux_dn: 2.005972 loss_bbox_aux_dn: 0.645453 loss_giou_aux_dn: 2.319447 loss: 15.701644 eta: 44 days, 4:42:43 batch_cost: 1.0583 data_cost: 0.0007 ips: 7.5593 images/s
[08/07 16:47:49] ppdet.engine INFO: Epoch: [6] [27500/54024] learning_rate: 0.000100 loss_class: 0.665312 loss_bbox: 0.102761 loss_giou: 0.448520 loss_class_aux: 4.056261 loss_bbox_aux: 0.678641 loss_giou_aux: 2.815150 loss_class_dn: 0.315459 loss_bbox_dn: 0.095936 loss_giou_dn: 0.362575 loss_class_aux_dn: 1.748990 loss_bbox_aux_dn: 0.589325 loss_giou_aux_dn: 2.027506 loss: 14.245869 eta: 44 days, 4:43:44 batch_cost: 1.0924 data_cost: 0.0007 ips: 7.3234 images/s
[08/07 16:49:43] ppdet.engine INFO: Epoch: [6] [27600/54024] learning_rate: 0.000100 loss_class: 0.715271 loss_bbox: 0.115863 loss_giou: 0.557992 loss_class_aux: 4.360466 loss_bbox_aux: 0.741908 loss_giou_aux: 3.445860 loss_class_dn: 0.359226 loss_bbox_dn: 0.108660 loss_giou_dn: 0.441505 loss_class_aux_dn: 1.938454 loss_bbox_aux_dn: 0.653632 loss_giou_aux_dn: 2.460523 loss: 16.048594 eta: 44 days, 4:42:48 batch_cost: 1.0833 data_cost: 0.0007 ips: 7.3848 images/s
[08/07 16:51:46] ppdet.engine INFO: Epoch: [6] [27700/54024] learning_rate: 0.000100 loss_class: 0.744298 loss_bbox: 0.116625 loss_giou: 0.510642 loss_class_aux: 4.640726 loss_bbox_aux: 0.767742 loss_giou_aux: 3.169100 loss_class_dn: 0.359854 loss_bbox_dn: 0.108157 loss_giou_dn: 0.387829 loss_class_aux_dn: 1.929062 loss_bbox_aux_dn: 0.690540 loss_giou_aux_dn: 2.204637 loss: 15.180954 eta: 44 days, 5:03:29 batch_cost: 1.1849 data_cost: 0.1088 ips: 6.7516 images/s
[08/07 16:53:38] ppdet.engine INFO: Epoch: [6] [27800/54024] learning_rate: 0.000100 loss_class: 0.713531 loss_bbox: 0.114053 loss_giou: 0.538524 loss_class_aux: 4.481158 loss_bbox_aux: 0.740045 loss_giou_aux: 3.375730 loss_class_dn: 0.354947 loss_bbox_dn: 0.110981 loss_giou_dn: 0.419243 loss_class_aux_dn: 1.915410 loss_bbox_aux_dn: 0.666343 loss_giou_aux_dn: 2.375529 loss: 15.893442 eta: 44 days, 4:57:52 batch_cost: 1.0617 data_cost: 0.0007 ips: 7.5351 images/s
[08/07 16:55:31] ppdet.engine INFO: Epoch: [6] [27900/54024] learning_rate: 0.000100 loss_class: 0.682140 loss_bbox: 0.114033 loss_giou: 0.496752 loss_class_aux: 4.240041 loss_bbox_aux: 0.739108 loss_giou_aux: 3.098404 loss_class_dn: 0.367137 loss_bbox_dn: 0.107750 loss_giou_dn: 0.380527 loss_class_aux_dn: 1.997827 loss_bbox_aux_dn: 0.637597 loss_giou_aux_dn: 2.182304 loss: 15.633267 eta: 44 days, 4:54:57 batch_cost: 1.0743 data_cost: 0.0007 ips: 7.4464 images/s
[08/07 16:57:35] ppdet.engine INFO: Epoch: [6] [28000/54024] learning_rate: 0.000100 loss_class: 0.695353 loss_bbox: 0.112324 loss_giou: 0.486857 loss_class_aux: 4.400470 loss_bbox_aux: 0.719653 loss_giou_aux: 3.054991 loss_class_dn: 0.342895 loss_bbox_dn: 0.109150 loss_giou_dn: 0.385585 loss_class_aux_dn: 1.855954 loss_bbox_aux_dn: 0.651628 loss_giou_aux_dn: 2.178075 loss: 15.056973 eta: 44 days, 5:16:24 batch_cost: 1.1900 data_cost: 0.0007 ips: 6.7227 images/s
[08/07 16:59:26] ppdet.engine INFO: Epoch: [6] [28100/54024] learning_rate: 0.000100 loss_class: 0.695929 loss_bbox: 0.114377 loss_giou: 0.452514 loss_class_aux: 4.365490 loss_bbox_aux: 0.735043 loss_giou_aux: 2.829947 loss_class_dn: 0.339007 loss_bbox_dn: 0.106479 loss_giou_dn: 0.359968 loss_class_aux_dn: 1.827256 loss_bbox_aux_dn: 0.655587 loss_giou_aux_dn: 2.074629 loss: 15.075096 eta: 44 days, 5:09:30 batch_cost: 1.0558 data_cost: 0.0007 ips: 7.5775 images/s
[08/07 17:01:20] ppdet.engine INFO: Epoch: [6] [28200/54024] learning_rate: 0.000100 loss_class: 0.731772 loss_bbox: 0.115317 loss_giou: 0.526893 loss_class_aux: 4.516204 loss_bbox_aux: 0.770573 loss_giou_aux: 3.289304 loss_class_dn: 0.358508 loss_bbox_dn: 0.113048 loss_giou_dn: 0.405805 loss_class_aux_dn: 1.949540 loss_bbox_aux_dn: 0.694562 loss_giou_aux_dn: 2.294184 loss: 15.843735 eta: 44 days, 5:08:42 batch_cost: 1.0846 data_cost: 0.0007 ips: 7.3757 images/s
[08/07 17:03:19] ppdet.engine INFO: Epoch: [6] [28300/54024] learning_rate: 0.000100 loss_class: 0.675098 loss_bbox: 0.102463 loss_giou: 0.481473 loss_class_aux: 4.165843 loss_bbox_aux: 0.679247 loss_giou_aux: 3.031913 loss_class_dn: 0.333869 loss_bbox_dn: 0.102468 loss_giou_dn: 0.385489 loss_class_aux_dn: 1.813545 loss_bbox_aux_dn: 0.648461 loss_giou_aux_dn: 2.176161 loss: 14.835885 eta: 44 days, 5:19:17 batch_cost: 1.1394 data_cost: 0.0457 ips: 7.0212 images/s
[08/07 17:05:12] ppdet.engine INFO: Epoch: [6] [28400/54024] learning_rate: 0.000100 loss_class: 0.695798 loss_bbox: 0.113246 loss_giou: 0.537867 loss_class_aux: 4.388600 loss_bbox_aux: 0.738722 loss_giou_aux: 3.339097 loss_class_dn: 0.358313 loss_bbox_dn: 0.107209 loss_giou_dn: 0.400097 loss_class_aux_dn: 1.952543 loss_bbox_aux_dn: 0.658619 loss_giou_aux_dn: 2.337845 loss: 15.295534 eta: 44 days, 5:17:49 batch_cost: 1.0817 data_cost: 0.0007 ips: 7.3957 images/s
[08/07 17:07:05] ppdet.engine INFO: Epoch: [6] [28500/54024] learning_rate: 0.000100 loss_class: 0.717604 loss_bbox: 0.113634 loss_giou: 0.480495 loss_class_aux: 4.447797 loss_bbox_aux: 0.743121 loss_giou_aux: 3.011492 loss_class_dn: 0.361867 loss_bbox_dn: 0.110657 loss_giou_dn: 0.378248 loss_class_aux_dn: 1.961584 loss_bbox_aux_dn: 0.671407 loss_giou_aux_dn: 2.200065 loss: 16.187990 eta: 44 days, 5:14:26 batch_cost: 1.0725 data_cost: 0.0007 ips: 7.4590 images/s
[08/07 17:09:00] ppdet.engine INFO: Epoch: [6] [28600/54024] learning_rate: 0.000100 loss_class: 0.746386 loss_bbox: 0.112936 loss_giou: 0.556990 loss_class_aux: 4.644744 loss_bbox_aux: 0.725444 loss_giou_aux: 3.502293 loss_class_dn: 0.372387 loss_bbox_dn: 0.109933 loss_giou_dn: 0.439167 loss_class_aux_dn: 2.022628 loss_bbox_aux_dn: 0.678785 loss_giou_aux_dn: 2.475266 loss: 16.898053 eta: 44 days, 5:16:59 batch_cost: 1.1012 data_cost: 0.0007 ips: 7.2648 images/s
[08/07 17:10:51] ppdet.engine INFO: Epoch: [6] [28700/54024] learning_rate: 0.000100 loss_class: 0.691675 loss_bbox: 0.110804 loss_giou: 0.461471 loss_class_aux: 4.231434 loss_bbox_aux: 0.732938 loss_giou_aux: 2.866759 loss_class_dn: 0.332738 loss_bbox_dn: 0.111865 loss_giou_dn: 0.370197 loss_class_aux_dn: 1.812442 loss_bbox_aux_dn: 0.678870 loss_giou_aux_dn: 2.109728 loss: 14.642827 eta: 44 days, 5:11:02 batch_cost: 1.0600 data_cost: 0.0007 ips: 7.5475 images/s
[08/07 17:12:46] ppdet.engine INFO: Epoch: [6] [28800/54024] learning_rate: 0.000100 loss_class: 0.663597 loss_bbox: 0.112286 loss_giou: 0.458532 loss_class_aux: 4.231042 loss_bbox_aux: 0.739461 loss_giou_aux: 2.882444 loss_class_dn: 0.344182 loss_bbox_dn: 0.112048 loss_giou_dn: 0.372433 loss_class_aux_dn: 1.867214 loss_bbox_aux_dn: 0.684330 loss_giou_aux_dn: 2.108734 loss: 14.735497 eta: 44 days, 5:12:31 batch_cost: 1.0962 data_cost: 0.0449 ips: 7.2980 images/s
[08/07 17:14:40] ppdet.engine INFO: Epoch: [6] [28900/54024] learning_rate: 0.000100 loss_class: 0.682588 loss_bbox: 0.106365 loss_giou: 0.459968 loss_class_aux: 4.210774 loss_bbox_aux: 0.681025 loss_giou_aux: 2.885474 loss_class_dn: 0.331935 loss_bbox_dn: 0.103646 loss_giou_dn: 0.364817 loss_class_aux_dn: 1.795082 loss_bbox_aux_dn: 0.655002 loss_giou_aux_dn: 2.074836 loss: 14.273814 eta: 44 days, 5:12:20 batch_cost: 1.0881 data_cost: 0.0112 ips: 7.3524 images/s
[08/07 17:16:34] ppdet.engine INFO: Epoch: [6] [29000/54024] learning_rate: 0.000100 loss_class: 0.756032 loss_bbox: 0.113212 loss_giou: 0.513624 loss_class_aux: 4.631867 loss_bbox_aux: 0.741175 loss_giou_aux: 3.219564 loss_class_dn: 0.364884 loss_bbox_dn: 0.108178 loss_giou_dn: 0.404562 loss_class_aux_dn: 1.981419 loss_bbox_aux_dn: 0.669395 loss_giou_aux_dn: 2.330605 loss: 16.438253 eta: 44 days, 5:10:48 batch_cost: 1.0815 data_cost: 0.0007 ips: 7.3971 images/s
[08/07 17:18:31] ppdet.engine INFO: Epoch: [6] [29100/54024] learning_rate: 0.000100 loss_class: 0.690525 loss_bbox: 0.110462 loss_giou: 0.528368 loss_class_aux: 4.219076 loss_bbox_aux: 0.721385 loss_giou_aux: 3.253928 loss_class_dn: 0.357881 loss_bbox_dn: 0.104603 loss_giou_dn: 0.416338 loss_class_aux_dn: 1.908451 loss_bbox_aux_dn: 0.652029 loss_giou_aux_dn: 2.343250 loss: 15.926576 eta: 44 days, 5:18:09 batch_cost: 1.1254 data_cost: 0.0007 ips: 7.1084 images/s
[08/07 17:20:22] ppdet.engine INFO: Epoch: [6] [29200/54024] learning_rate: 0.000100 loss_class: 0.682146 loss_bbox: 0.115791 loss_giou: 0.493354 loss_class_aux: 4.249148 loss_bbox_aux: 0.748745 loss_giou_aux: 3.115428 loss_class_dn: 0.344309 loss_bbox_dn: 0.112694 loss_giou_dn: 0.391241 loss_class_aux_dn: 1.864361 loss_bbox_aux_dn: 0.652482 loss_giou_aux_dn: 2.224030 loss: 15.405001 eta: 44 days, 5:10:44 batch_cost: 1.0525 data_cost: 0.0007 ips: 7.6007 images/s
[08/07 17:22:15] ppdet.engine INFO: Epoch: [6] [29300/54024] learning_rate: 0.000100 loss_class: 0.699261 loss_bbox: 0.108071 loss_giou: 0.484770 loss_class_aux: 4.283606 loss_bbox_aux: 0.730447 loss_giou_aux: 3.070443 loss_class_dn: 0.341247 loss_bbox_dn: 0.098431 loss_giou_dn: 0.370532 loss_class_aux_dn: 1.833581 loss_bbox_aux_dn: 0.620853 loss_giou_aux_dn: 2.112507 loss: 14.951813 eta: 44 days, 5:09:14 batch_cost: 1.0818 data_cost: 0.0007 ips: 7.3954 images/s
[08/07 17:24:10] ppdet.engine INFO: Epoch: [6] [29400/54024] learning_rate: 0.000100 loss_class: 0.686347 loss_bbox: 0.106453 loss_giou: 0.505188 loss_class_aux: 4.195093 loss_bbox_aux: 0.684656 loss_giou_aux: 3.194590 loss_class_dn: 0.339951 loss_bbox_dn: 0.106779 loss_giou_dn: 0.381864 loss_class_aux_dn: 1.830462 loss_bbox_aux_dn: 0.642460 loss_giou_aux_dn: 2.170861 loss: 15.108639 eta: 44 days, 5:11:19 batch_cost: 1.0997 data_cost: 0.0220 ips: 7.2748 images/s
[08/07 17:26:00] ppdet.engine INFO: Epoch: [6] [29500/54024] learning_rate: 0.000100 loss_class: 0.708238 loss_bbox: 0.113007 loss_giou: 0.507641 loss_class_aux: 4.428294 loss_bbox_aux: 0.747547 loss_giou_aux: 3.155346 loss_class_dn: 0.346721 loss_bbox_dn: 0.109962 loss_giou_dn: 0.385062 loss_class_aux_dn: 1.882210 loss_bbox_aux_dn: 0.662663 loss_giou_aux_dn: 2.249780 loss: 15.635924 eta: 44 days, 5:02:29 batch_cost: 1.0451 data_cost: 0.0007 ips: 7.6547 images/s
[08/07 17:28:04] ppdet.engine INFO: Epoch: [6] [29600/54024] learning_rate: 0.000100 loss_class: 0.671209 loss_bbox: 0.109892 loss_giou: 0.427858 loss_class_aux: 4.139590 loss_bbox_aux: 0.707760 loss_giou_aux: 2.662308 loss_class_dn: 0.322315 loss_bbox_dn: 0.108371 loss_giou_dn: 0.352951 loss_class_aux_dn: 1.754200 loss_bbox_aux_dn: 0.649244 loss_giou_aux_dn: 2.021279 loss: 14.172440 eta: 44 days, 5:22:17 batch_cost: 1.1887 data_cost: 0.0712 ips: 6.7299 images/s
[08/07 17:30:08] ppdet.engine INFO: Epoch: [6] [29700/54024] learning_rate: 0.000100 loss_class: 0.712318 loss_bbox: 0.123146 loss_giou: 0.503507 loss_class_aux: 4.437200 loss_bbox_aux: 0.773646 loss_giou_aux: 3.185194 loss_class_dn: 0.351347 loss_bbox_dn: 0.110605 loss_giou_dn: 0.398416 loss_class_aux_dn: 1.897003 loss_bbox_aux_dn: 0.676725 loss_giou_aux_dn: 2.227777 loss: 15.382448 eta: 44 days, 5:40:25 batch_cost: 1.1811 data_cost: 0.1064 ips: 6.7735 images/s
[08/07 17:32:03] ppdet.engine INFO: Epoch: [6] [29800/54024] learning_rate: 0.000100 loss_class: 0.712299 loss_bbox: 0.105945 loss_giou: 0.490851 loss_class_aux: 4.381536 loss_bbox_aux: 0.688587 loss_giou_aux: 3.082018 loss_class_dn: 0.346454 loss_bbox_dn: 0.098754 loss_giou_dn: 0.384460 loss_class_aux_dn: 1.869804 loss_bbox_aux_dn: 0.627828 loss_giou_aux_dn: 2.197162 loss: 15.079148 eta: 44 days, 5:41:42 batch_cost: 1.0965 data_cost: 0.0007 ips: 7.2959 images/s
[08/07 17:34:13] ppdet.engine INFO: Epoch: [6] [29900/54024] learning_rate: 0.000100 loss_class: 0.706691 loss_bbox: 0.106497 loss_giou: 0.478765 loss_class_aux: 4.485814 loss_bbox_aux: 0.699401 loss_giou_aux: 3.014396 loss_class_dn: 0.347705 loss_bbox_dn: 0.104719 loss_giou_dn: 0.391981 loss_class_aux_dn: 1.885696 loss_bbox_aux_dn: 0.663052 loss_giou_aux_dn: 2.249503 loss: 15.167579 eta: 44 days, 6:14:10 batch_cost: 1.2549 data_cost: 0.0033 ips: 6.3751 images/s
[08/07 17:36:07] ppdet.engine INFO: Epoch: [6] [30000/54024] learning_rate: 0.000100 loss_class: 0.679303 loss_bbox: 0.104221 loss_giou: 0.503935 loss_class_aux: 4.279451 loss_bbox_aux: 0.669780 loss_giou_aux: 3.113419 loss_class_dn: 0.345669 loss_bbox_dn: 0.103397 loss_giou_dn: 0.384513 loss_class_aux_dn: 1.857694 loss_bbox_aux_dn: 0.631866 loss_giou_aux_dn: 2.206940 loss: 15.224205 eta: 44 days, 6:12:22 batch_cost: 1.0815 data_cost: 0.0304 ips: 7.3970 images/s
[08/07 17:38:03] ppdet.engine INFO: Epoch: [6] [30100/54024] learning_rate: 0.000100 loss_class: 0.689954 loss_bbox: 0.111529 loss_giou: 0.518044 loss_class_aux: 4.240098 loss_bbox_aux: 0.727157 loss_giou_aux: 3.239300 loss_class_dn: 0.347602 loss_bbox_dn: 0.100249 loss_giou_dn: 0.396318 loss_class_aux_dn: 1.874469 loss_bbox_aux_dn: 0.602557 loss_giou_aux_dn: 2.226036 loss: 15.141832 eta: 44 days, 6:16:31 batch_cost: 1.1120 data_cost: 0.0007 ips: 7.1942 images/s
[08/07 17:40:05] ppdet.engine INFO: Epoch: [6] [30200/54024] learning_rate: 0.000100 loss_class: 0.703003 loss_bbox: 0.118526 loss_giou: 0.541188 loss_class_aux: 4.372769 loss_bbox_aux: 0.771746 loss_giou_aux: 3.389342 loss_class_dn: 0.362380 loss_bbox_dn: 0.110580 loss_giou_dn: 0.424031 loss_class_aux_dn: 1.956277 loss_bbox_aux_dn: 0.687733 loss_giou_aux_dn: 2.379520 loss: 16.043327 eta: 44 days, 6:31:26 batch_cost: 1.1673 data_cost: 0.1177 ips: 6.8533 images/s
[08/07 17:42:05] ppdet.engine INFO: Epoch: [6] [30300/54024] learning_rate: 0.000100 loss_class: 0.665653 loss_bbox: 0.108487 loss_giou: 0.505084 loss_class_aux: 4.187085 loss_bbox_aux: 0.693386 loss_giou_aux: 3.117594 loss_class_dn: 0.350462 loss_bbox_dn: 0.097565 loss_giou_dn: 0.377810 loss_class_aux_dn: 1.857873 loss_bbox_aux_dn: 0.594946 loss_giou_aux_dn: 2.112958 loss: 14.946780 eta: 44 days, 6:42:56 batch_cost: 1.1504 data_cost: 0.1034 ips: 6.9542 images/s
[08/07 17:44:15] ppdet.engine INFO: Epoch: [6] [30400/54024] learning_rate: 0.000100 loss_class: 0.704236 loss_bbox: 0.115027 loss_giou: 0.552506 loss_class_aux: 4.400926 loss_bbox_aux: 0.745624 loss_giou_aux: 3.455666 loss_class_dn: 0.359883 loss_bbox_dn: 0.109024 loss_giou_dn: 0.416487 loss_class_aux_dn: 1.950904 loss_bbox_aux_dn: 0.675436 loss_giou_aux_dn: 2.326380 loss: 15.948752 eta: 44 days, 7:11:51 batch_cost: 1.2407 data_cost: 0.2030 ips: 6.4482 images/s
[08/07 17:46:04] ppdet.engine INFO: Epoch: [6] [30500/54024] learning_rate: 0.000100 loss_class: 0.684330 loss_bbox: 0.112721 loss_giou: 0.496127 loss_class_aux: 4.229383 loss_bbox_aux: 0.753911 loss_giou_aux: 3.043537 loss_class_dn: 0.343705 loss_bbox_dn: 0.111792 loss_giou_dn: 0.372123 loss_class_aux_dn: 1.834112 loss_bbox_aux_dn: 0.679975 loss_giou_aux_dn: 2.134713 loss: 15.201233 eta: 44 days, 7:02:27 batch_cost: 1.0434 data_cost: 0.0006 ips: 7.6672 images/s
[08/07 17:48:04] ppdet.engine INFO: Epoch: [6] [30600/54024] learning_rate: 0.000100 loss_class: 0.716828 loss_bbox: 0.108390 loss_giou: 0.483602 loss_class_aux: 4.463903 loss_bbox_aux: 0.699596 loss_giou_aux: 3.066846 loss_class_dn: 0.344361 loss_bbox_dn: 0.105621 loss_giou_dn: 0.384047 loss_class_aux_dn: 1.873171 loss_bbox_aux_dn: 0.633012 loss_giou_aux_dn: 2.182709 loss: 15.253336 eta: 44 days, 7:11:39 batch_cost: 1.1397 data_cost: 0.0327 ips: 7.0194 images/s
[08/07 17:50:17] ppdet.engine INFO: Epoch: [6] [30700/54024] learning_rate: 0.000100 loss_class: 0.714753 loss_bbox: 0.116620 loss_giou: 0.540614 loss_class_aux: 4.525966 loss_bbox_aux: 0.734132 loss_giou_aux: 3.382167 loss_class_dn: 0.362582 loss_bbox_dn: 0.109778 loss_giou_dn: 0.410602 loss_class_aux_dn: 1.939023 loss_bbox_aux_dn: 0.655720 loss_giou_aux_dn: 2.324937 loss: 15.871913 eta: 44 days, 7:47:45 batch_cost: 1.2803 data_cost: 0.0174 ips: 6.2487 images/s
[08/07 17:52:14] ppdet.engine INFO: Epoch: [6] [30800/54024] learning_rate: 0.000100 loss_class: 0.654263 loss_bbox: 0.104782 loss_giou: 0.501370 loss_class_aux: 4.109615 loss_bbox_aux: 0.695553 loss_giou_aux: 3.155715 loss_class_dn: 0.331753 loss_bbox_dn: 0.107560 loss_giou_dn: 0.384969 loss_class_aux_dn: 1.768059 loss_bbox_aux_dn: 0.672776 loss_giou_aux_dn: 2.221810 loss: 14.843289 eta: 44 days, 7:54:10 batch_cost: 1.1264 data_cost: 0.0571 ips: 7.1022 images/s
[08/07 17:54:06] ppdet.engine INFO: Epoch: [6] [30900/54024] learning_rate: 0.000100 loss_class: 0.688540 loss_bbox: 0.116864 loss_giou: 0.513927 loss_class_aux: 4.280834 loss_bbox_aux: 0.763084 loss_giou_aux: 3.210572 loss_class_dn: 0.349869 loss_bbox_dn: 0.109632 loss_giou_dn: 0.394693 loss_class_aux_dn: 1.845700 loss_bbox_aux_dn: 0.694585 loss_giou_aux_dn: 2.254444 loss: 15.837622 eta: 44 days, 7:47:55 batch_cost: 1.0602 data_cost: 0.0007 ips: 7.5455 images/s
[08/07 17:55:59] ppdet.engine INFO: Epoch: [6] [31000/54024] learning_rate: 0.000100 loss_class: 0.701199 loss_bbox: 0.116565 loss_giou: 0.494443 loss_class_aux: 4.352075 loss_bbox_aux: 0.750399 loss_giou_aux: 3.149825 loss_class_dn: 0.353237 loss_bbox_dn: 0.110515 loss_giou_dn: 0.381649 loss_class_aux_dn: 1.893448 loss_bbox_aux_dn: 0.692595 loss_giou_aux_dn: 2.187810 loss: 15.276383 eta: 44 days, 7:45:16 batch_cost: 1.0789 data_cost: 0.0007 ips: 7.4146 images/s
[08/07 17:57:57] ppdet.engine INFO: Epoch: [6] [31100/54024] learning_rate: 0.000100 loss_class: 0.691052 loss_bbox: 0.113088 loss_giou: 0.490375 loss_class_aux: 4.320419 loss_bbox_aux: 0.744516 loss_giou_aux: 3.098781 loss_class_dn: 0.338402 loss_bbox_dn: 0.110580 loss_giou_dn: 0.390474 loss_class_aux_dn: 1.843732 loss_bbox_aux_dn: 0.667488 loss_giou_aux_dn: 2.219629 loss: 14.556882 eta: 44 days, 7:52:15 batch_cost: 1.1299 data_cost: 0.0007 ips: 7.0803 images/s
[08/07 17:59:55] ppdet.engine INFO: Epoch: [6] [31200/54024] learning_rate: 0.000100 loss_class: 0.672245 loss_bbox: 0.111439 loss_giou: 0.524341 loss_class_aux: 4.220586 loss_bbox_aux: 0.734117 loss_giou_aux: 3.285558 loss_class_dn: 0.349506 loss_bbox_dn: 0.102318 loss_giou_dn: 0.399307 loss_class_aux_dn: 1.884498 loss_bbox_aux_dn: 0.630075 loss_giou_aux_dn: 2.228491 loss: 15.326842 eta: 44 days, 7:57:57 batch_cost: 1.1233 data_cost: 0.0716 ips: 7.1219 images/s
[08/07 18:01:47] ppdet.engine INFO: Epoch: [6] [31300/54024] learning_rate: 0.000100 loss_class: 0.681889 loss_bbox: 0.105786 loss_giou: 0.495106 loss_class_aux: 4.227661 loss_bbox_aux: 0.702376 loss_giou_aux: 3.115906 loss_class_dn: 0.334963 loss_bbox_dn: 0.106622 loss_giou_dn: 0.382591 loss_class_aux_dn: 1.820721 loss_bbox_aux_dn: 0.664505 loss_giou_aux_dn: 2.169135 loss: 14.651232 eta: 44 days, 7:53:24 batch_cost: 1.0692 data_cost: 0.0006 ips: 7.4821 images/s
[08/07 18:03:38] ppdet.engine INFO: Epoch: [6] [31400/54024] learning_rate: 0.000100 loss_class: 0.697177 loss_bbox: 0.113872 loss_giou: 0.510329 loss_class_aux: 4.360410 loss_bbox_aux: 0.746392 loss_giou_aux: 3.163994 loss_class_dn: 0.348685 loss_bbox_dn: 0.107164 loss_giou_dn: 0.377502 loss_class_aux_dn: 1.891371 loss_bbox_aux_dn: 0.673282 loss_giou_aux_dn: 2.147031 loss: 15.076048 eta: 44 days, 7:46:54 batch_cost: 1.0586 data_cost: 0.0007 ips: 7.5570 images/s
[08/07 18:05:49] ppdet.engine INFO: Epoch: [6] [31500/54024] learning_rate: 0.000100 loss_class: 0.696148 loss_bbox: 0.113998 loss_giou: 0.470441 loss_class_aux: 4.323943 loss_bbox_aux: 0.751499 loss_giou_aux: 2.958932 loss_class_dn: 0.355757 loss_bbox_dn: 0.108873 loss_giou_dn: 0.378906 loss_class_aux_dn: 1.934285 loss_bbox_aux_dn: 0.681553 loss_giou_aux_dn: 2.177768 loss: 15.359886 eta: 44 days, 8:17:37 batch_cost: 1.2575 data_cost: 0.0931 ips: 6.3619 images/s
[08/07 18:07:41] ppdet.engine INFO: Epoch: [6] [31600/54024] learning_rate: 0.000100 loss_class: 0.664038 loss_bbox: 0.106068 loss_giou: 0.452531 loss_class_aux: 4.084295 loss_bbox_aux: 0.695721 loss_giou_aux: 2.801703 loss_class_dn: 0.324407 loss_bbox_dn: 0.103097 loss_giou_dn: 0.357827 loss_class_aux_dn: 1.797250 loss_bbox_aux_dn: 0.636898 loss_giou_aux_dn: 2.012947 loss: 14.296170 eta: 44 days, 8:12:53 batch_cost: 1.0684 data_cost: 0.0006 ips: 7.4875 images/s
[08/07 18:09:39] ppdet.engine INFO: Epoch: [6] [31700/54024] learning_rate: 0.000100 loss_class: 0.710715 loss_bbox: 0.115008 loss_giou: 0.539818 loss_class_aux: 4.380439 loss_bbox_aux: 0.735480 loss_giou_aux: 3.379603 loss_class_dn: 0.357599 loss_bbox_dn: 0.113436 loss_giou_dn: 0.417009 loss_class_aux_dn: 1.919725 loss_bbox_aux_dn: 0.676874 loss_giou_aux_dn: 2.310241 loss: 16.332546 eta: 44 days, 8:19:39 batch_cost: 1.1303 data_cost: 0.0316 ips: 7.0780 images/s
[08/07 18:11:37] ppdet.engine INFO: Epoch: [6] [31800/54024] learning_rate: 0.000100 loss_class: 0.673206 loss_bbox: 0.113081 loss_giou: 0.460505 loss_class_aux: 4.197049 loss_bbox_aux: 0.703575 loss_giou_aux: 2.844608 loss_class_dn: 0.338302 loss_bbox_dn: 0.112253 loss_giou_dn: 0.368192 loss_class_aux_dn: 1.835515 loss_bbox_aux_dn: 0.665278 loss_giou_aux_dn: 2.087963 loss: 14.459168 eta: 44 days, 8:25:39 batch_cost: 1.1264 data_cost: 0.0852 ips: 7.1024 images/s
[08/07 18:13:32] ppdet.engine INFO: Epoch: [6] [31900/54024] learning_rate: 0.000100 loss_class: 0.672701 loss_bbox: 0.106689 loss_giou: 0.520240 loss_class_aux: 4.219894 loss_bbox_aux: 0.687853 loss_giou_aux: 3.225332 loss_class_dn: 0.347104 loss_bbox_dn: 0.099222 loss_giou_dn: 0.398354 loss_class_aux_dn: 1.891043 loss_bbox_aux_dn: 0.613155 loss_giou_aux_dn: 2.237381 loss: 15.653694 eta: 44 days, 8:26:59 batch_cost: 1.1014 data_cost: 0.0007 ips: 7.2637 images/s
[08/07 18:15:21] ppdet.engine INFO: Epoch: [6] [32000/54024] learning_rate: 0.000100 loss_class: 0.717406 loss_bbox: 0.116948 loss_giou: 0.490784 loss_class_aux: 4.453866 loss_bbox_aux: 0.762632 loss_giou_aux: 3.191412 loss_class_dn: 0.357449 loss_bbox_dn: 0.107723 loss_giou_dn: 0.403559 loss_class_aux_dn: 1.938574 loss_bbox_aux_dn: 0.683760 loss_giou_aux_dn: 2.290088 loss: 16.123758 eta: 44 days, 8:16:00 batch_cost: 1.0346 data_cost: 0.0007 ips: 7.7326 images/s
[08/07 18:17:12] ppdet.engine INFO: Epoch: [6] [32100/54024] learning_rate: 0.000100 loss_class: 0.715912 loss_bbox: 0.114252 loss_giou: 0.502672 loss_class_aux: 4.428994 loss_bbox_aux: 0.743190 loss_giou_aux: 3.174526 loss_class_dn: 0.360757 loss_bbox_dn: 0.106395 loss_giou_dn: 0.406013 loss_class_aux_dn: 1.958891 loss_bbox_aux_dn: 0.683371 loss_giou_aux_dn: 2.257057 loss: 15.737476 eta: 44 days, 8:09:26 batch_cost: 1.0583 data_cost: 0.0007 ips: 7.5591 images/s
[08/07 18:19:00] ppdet.engine INFO: Epoch: [6] [32200/54024] learning_rate: 0.000100 loss_class: 0.664406 loss_bbox: 0.109608 loss_giou: 0.481805 loss_class_aux: 4.173941 loss_bbox_aux: 0.701822 loss_giou_aux: 2.983517 loss_class_dn: 0.325850 loss_bbox_dn: 0.101127 loss_giou_dn: 0.350969 loss_class_aux_dn: 1.768833 loss_bbox_aux_dn: 0.620884 loss_giou_aux_dn: 2.038268 loss: 14.416145 eta: 44 days, 7:57:29 batch_cost: 1.0287 data_cost: 0.0007 ips: 7.7767 images/s
[08/07 18:20:51] ppdet.engine INFO: Epoch: [6] [32300/54024] learning_rate: 0.000100 loss_class: 0.720534 loss_bbox: 0.115578 loss_giou: 0.511535 loss_class_aux: 4.346337 loss_bbox_aux: 0.739590 loss_giou_aux: 3.205649 loss_class_dn: 0.360540 loss_bbox_dn: 0.111347 loss_giou_dn: 0.399023 loss_class_aux_dn: 1.959277 loss_bbox_aux_dn: 0.681339 loss_giou_aux_dn: 2.263562 loss: 15.838338 eta: 44 days, 7:51:37 batch_cost: 1.0618 data_cost: 0.0007 ips: 7.5345 images/s
[08/07 18:22:52] ppdet.engine INFO: Epoch: [6] [32400/54024] learning_rate: 0.000100 loss_class: 0.688401 loss_bbox: 0.102645 loss_giou: 0.489971 loss_class_aux: 4.204210 loss_bbox_aux: 0.689894 loss_giou_aux: 3.053215 loss_class_dn: 0.338980 loss_bbox_dn: 0.098167 loss_giou_dn: 0.381982 loss_class_aux_dn: 1.811576 loss_bbox_aux_dn: 0.611647 loss_giou_aux_dn: 2.178633 loss: 14.821963 eta: 44 days, 8:02:53 batch_cost: 1.1559 data_cost: 0.0007 ips: 6.9210 images/s
[08/07 18:24:43] ppdet.engine INFO: Epoch: [6] [32500/54024] learning_rate: 0.000100 loss_class: 0.664929 loss_bbox: 0.111494 loss_giou: 0.508317 loss_class_aux: 4.202824 loss_bbox_aux: 0.717381 loss_giou_aux: 3.198569 loss_class_dn: 0.337853 loss_bbox_dn: 0.105821 loss_giou_dn: 0.399328 loss_class_aux_dn: 1.858933 loss_bbox_aux_dn: 0.644829 loss_giou_aux_dn: 2.255024 loss: 15.007211 eta: 44 days, 7:55:04 batch_cost: 1.0510 data_cost: 0.0247 ips: 7.6118 images/s
[08/07 18:26:34] ppdet.engine INFO: Epoch: [6] [32600/54024] learning_rate: 0.000100 loss_class: 0.698127 loss_bbox: 0.118288 loss_giou: 0.540319 loss_class_aux: 4.305935 loss_bbox_aux: 0.779001 loss_giou_aux: 3.397109 loss_class_dn: 0.356155 loss_bbox_dn: 0.106475 loss_giou_dn: 0.403779 loss_class_aux_dn: 1.902062 loss_bbox_aux_dn: 0.645402 loss_giou_aux_dn: 2.315736 loss: 15.646509 eta: 44 days, 7:49:38 batch_cost: 1.0639 data_cost: 0.0172 ips: 7.5192 images/s
[08/07 18:28:30] ppdet.engine INFO: Epoch: [6] [32700/54024] learning_rate: 0.000100 loss_class: 0.709881 loss_bbox: 0.110561 loss_giou: 0.490890 loss_class_aux: 4.475899 loss_bbox_aux: 0.733122 loss_giou_aux: 3.082379 loss_class_dn: 0.362891 loss_bbox_dn: 0.108025 loss_giou_dn: 0.390986 loss_class_aux_dn: 1.973670 loss_bbox_aux_dn: 0.674841 loss_giou_aux_dn: 2.253112 loss: 16.033090 eta: 44 days, 7:51:46 batch_cost: 1.1059 data_cost: 0.0007 ips: 7.2337 images/s
[08/07 18:30:27] ppdet.engine INFO: Epoch: [6] [32800/54024] learning_rate: 0.000100 loss_class: 0.709708 loss_bbox: 0.116214 loss_giou: 0.527609 loss_class_aux: 4.442284 loss_bbox_aux: 0.737533 loss_giou_aux: 3.253202 loss_class_dn: 0.359124 loss_bbox_dn: 0.107966 loss_giou_dn: 0.404959 loss_class_aux_dn: 1.942962 loss_bbox_aux_dn: 0.672450 loss_giou_aux_dn: 2.318346 loss: 16.021405 eta: 44 days, 7:56:13 batch_cost: 1.1189 data_cost: 0.0760 ips: 7.1502 images/s
[08/07 18:32:34] ppdet.engine INFO: Epoch: [6] [32900/54024] learning_rate: 0.000100 loss_class: 0.720808 loss_bbox: 0.117927 loss_giou: 0.539787 loss_class_aux: 4.540569 loss_bbox_aux: 0.753486 loss_giou_aux: 3.378416 loss_class_dn: 0.370144 loss_bbox_dn: 0.110308 loss_giou_dn: 0.408001 loss_class_aux_dn: 2.030775 loss_bbox_aux_dn: 0.669071 loss_giou_aux_dn: 2.312521 loss: 15.791080 eta: 44 days, 8:18:46 batch_cost: 1.2203 data_cost: 0.1517 ips: 6.5556 images/s
[08/07 18:34:29] ppdet.engine INFO: Epoch: [6] [33000/54024] learning_rate: 0.000100 loss_class: 0.700954 loss_bbox: 0.118121 loss_giou: 0.515402 loss_class_aux: 4.265022 loss_bbox_aux: 0.759985 loss_giou_aux: 3.236289 loss_class_dn: 0.367500 loss_bbox_dn: 0.108490 loss_giou_dn: 0.397326 loss_class_aux_dn: 1.943400 loss_bbox_aux_dn: 0.675428 loss_giou_aux_dn: 2.295492 loss: 15.644550 eta: 44 days, 8:18:03 batch_cost: 1.0907 data_cost: 0.0007 ips: 7.3348 images/s
[08/07 18:36:20] ppdet.engine INFO: Epoch: [6] [33100/54024] learning_rate: 0.000100 loss_class: 0.687155 loss_bbox: 0.114504 loss_giou: 0.515100 loss_class_aux: 4.216946 loss_bbox_aux: 0.739084 loss_giou_aux: 3.224695 loss_class_dn: 0.365874 loss_bbox_dn: 0.107617 loss_giou_dn: 0.405211 loss_class_aux_dn: 1.970409 loss_bbox_aux_dn: 0.652056 loss_giou_aux_dn: 2.287558 loss: 15.390966 eta: 44 days, 8:12:22 batch_cost: 1.0629 data_cost: 0.0007 ips: 7.5268 images/s
[08/07 18:38:10] ppdet.engine INFO: Epoch: [6] [33200/54024] learning_rate: 0.000100 loss_class: 0.668278 loss_bbox: 0.111605 loss_giou: 0.495620 loss_class_aux: 4.107789 loss_bbox_aux: 0.724145 loss_giou_aux: 3.081774 loss_class_dn: 0.328808 loss_bbox_dn: 0.108473 loss_giou_dn: 0.376034 loss_class_aux_dn: 1.811348 loss_bbox_aux_dn: 0.651832 loss_giou_aux_dn: 2.124993 loss: 14.643451 eta: 44 days, 8:04:00 batch_cost: 1.0475 data_cost: 0.0014 ips: 7.6370 images/s
[08/07 18:40:18] ppdet.engine INFO: Epoch: [6] [33300/54024] learning_rate: 0.000100 loss_class: 0.661002 loss_bbox: 0.100380 loss_giou: 0.485135 loss_class_aux: 3.967010 loss_bbox_aux: 0.676795 loss_giou_aux: 3.085657 loss_class_dn: 0.321048 loss_bbox_dn: 0.108572 loss_giou_dn: 0.372517 loss_class_aux_dn: 1.718731 loss_bbox_aux_dn: 0.648240 loss_giou_aux_dn: 2.114862 loss: 14.158601 eta: 44 days, 8:26:30 batch_cost: 1.2219 data_cost: 0.0007 ips: 6.5473 images/s
[08/07 18:42:12] ppdet.engine INFO: Epoch: [6] [33400/54024] learning_rate: 0.000100 loss_class: 0.749189 loss_bbox: 0.117095 loss_giou: 0.542087 loss_class_aux: 4.624607 loss_bbox_aux: 0.774346 loss_giou_aux: 3.373463 loss_class_dn: 0.377193 loss_bbox_dn: 0.113856 loss_giou_dn: 0.414948 loss_class_aux_dn: 2.039760 loss_bbox_aux_dn: 0.686886 loss_giou_aux_dn: 2.363241 loss: 15.985136 eta: 44 days, 8:26:16 batch_cost: 1.0938 data_cost: 0.0124 ips: 7.3137 images/s
[08/07 18:44:11] ppdet.engine INFO: Epoch: [6] [33500/54024] learning_rate: 0.000100 loss_class: 0.707454 loss_bbox: 0.110047 loss_giou: 0.486696 loss_class_aux: 4.374893 loss_bbox_aux: 0.726714 loss_giou_aux: 3.080757 loss_class_dn: 0.345713 loss_bbox_dn: 0.112189 loss_giou_dn: 0.389154 loss_class_aux_dn: 1.854848 loss_bbox_aux_dn: 0.690352 loss_giou_aux_dn: 2.224122 loss: 15.247258 eta: 44 days, 8:32:53 batch_cost: 1.1328 data_cost: 0.0206 ips: 7.0620 images/s
[08/07 18:46:01] ppdet.engine INFO: Epoch: [6] [33600/54024] learning_rate: 0.000100 loss_class: 0.666362 loss_bbox: 0.108890 loss_giou: 0.463137 loss_class_aux: 4.205668 loss_bbox_aux: 0.704968 loss_giou_aux: 2.877024 loss_class_dn: 0.329829 loss_bbox_dn: 0.115501 loss_giou_dn: 0.365016 loss_class_aux_dn: 1.783952 loss_bbox_aux_dn: 0.689139 loss_giou_aux_dn: 2.095895 loss: 14.556378 eta: 44 days, 8:25:47 batch_cost: 1.0548 data_cost: 0.0167 ips: 7.5844 images/s
[08/07 18:47:57] ppdet.engine INFO: Epoch: [6] [33700/54024] learning_rate: 0.000100 loss_class: 0.750106 loss_bbox: 0.114743 loss_giou: 0.559292 loss_class_aux: 4.609681 loss_bbox_aux: 0.726200 loss_giou_aux: 3.454259 loss_class_dn: 0.379325 loss_bbox_dn: 0.112458 loss_giou_dn: 0.420954 loss_class_aux_dn: 2.017348 loss_bbox_aux_dn: 0.666874 loss_giou_aux_dn: 2.395046 loss: 16.610886 eta: 44 days, 8:26:34 batch_cost: 1.0998 data_cost: 0.0007 ips: 7.2741 images/s
[08/07 18:49:48] ppdet.engine INFO: Epoch: [6] [33800/54024] learning_rate: 0.000100 loss_class: 0.710605 loss_bbox: 0.117283 loss_giou: 0.519043 loss_class_aux: 4.362624 loss_bbox_aux: 0.771225 loss_giou_aux: 3.250146 loss_class_dn: 0.362775 loss_bbox_dn: 0.112831 loss_giou_dn: 0.401298 loss_class_aux_dn: 1.985969 loss_bbox_aux_dn: 0.694291 loss_giou_aux_dn: 2.278683 loss: 16.098923 eta: 44 days, 8:20:27 batch_cost: 1.0602 data_cost: 0.0007 ips: 7.5459 images/s
[08/07 18:51:45] ppdet.engine INFO: Epoch: [6] [33900/54024] learning_rate: 0.000100 loss_class: 0.665476 loss_bbox: 0.112063 loss_giou: 0.502792 loss_class_aux: 4.100908 loss_bbox_aux: 0.722959 loss_giou_aux: 3.130550 loss_class_dn: 0.355698 loss_bbox_dn: 0.105481 loss_giou_dn: 0.382312 loss_class_aux_dn: 1.919379 loss_bbox_aux_dn: 0.676311 loss_giou_aux_dn: 2.196040 loss: 15.370015 eta: 44 days, 8:24:21 batch_cost: 1.1178 data_cost: 0.0402 ips: 7.1567 images/s
[08/07 18:53:35] ppdet.engine INFO: Epoch: [6] [34000/54024] learning_rate: 0.000100 loss_class: 0.673677 loss_bbox: 0.111981 loss_giou: 0.488389 loss_class_aux: 4.160057 loss_bbox_aux: 0.739230 loss_giou_aux: 3.061908 loss_class_dn: 0.346831 loss_bbox_dn: 0.101639 loss_giou_dn: 0.380969 loss_class_aux_dn: 1.877250 loss_bbox_aux_dn: 0.639097 loss_giou_aux_dn: 2.136925 loss: 14.789658 eta: 44 days, 8:17:10 batch_cost: 1.0539 data_cost: 0.0007 ips: 7.5910 images/s
[08/07 18:55:26] ppdet.engine INFO: Epoch: [6] [34100/54024] learning_rate: 0.000100 loss_class: 0.678142 loss_bbox: 0.108724 loss_giou: 0.497210 loss_class_aux: 4.164071 loss_bbox_aux: 0.709395 loss_giou_aux: 3.103449 loss_class_dn: 0.331704 loss_bbox_dn: 0.108170 loss_giou_dn: 0.384101 loss_class_aux_dn: 1.800984 loss_bbox_aux_dn: 0.649228 loss_giou_aux_dn: 2.174730 loss: 14.887896 eta: 44 days, 8:10:12 batch_cost: 1.0550 data_cost: 0.0007 ips: 7.5829 images/s
[08/07 18:57:24] ppdet.engine INFO: Epoch: [6] [34200/54024] learning_rate: 0.000100 loss_class: 0.722872 loss_bbox: 0.107275 loss_giou: 0.525704 loss_class_aux: 4.465455 loss_bbox_aux: 0.685855 loss_giou_aux: 3.271610 loss_class_dn: 0.369811 loss_bbox_dn: 0.102379 loss_giou_dn: 0.392729 loss_class_aux_dn: 1.961006 loss_bbox_aux_dn: 0.633582 loss_giou_aux_dn: 2.290059 loss: 15.644586 eta: 44 days, 8:15:40 batch_cost: 1.1271 data_cost: 0.0719 ips: 7.0977 images/s
[08/07 18:59:21] ppdet.engine INFO: Epoch: [6] [34300/54024] learning_rate: 0.000100 loss_class: 0.694215 loss_bbox: 0.110148 loss_giou: 0.522436 loss_class_aux: 4.303003 loss_bbox_aux: 0.731708 loss_giou_aux: 3.278080 loss_class_dn: 0.352303 loss_bbox_dn: 0.107050 loss_giou_dn: 0.404940 loss_class_aux_dn: 1.859957 loss_bbox_aux_dn: 0.654615 loss_giou_aux_dn: 2.299007 loss: 15.409502 eta: 44 days, 8:19:48 batch_cost: 1.1196 data_cost: 0.0126 ips: 7.1454 images/s
[08/07 19:01:09] ppdet.engine INFO: Epoch: [6] [34400/54024] learning_rate: 0.000100 loss_class: 0.727829 loss_bbox: 0.110384 loss_giou: 0.518212 loss_class_aux: 4.556089 loss_bbox_aux: 0.713481 loss_giou_aux: 3.203872 loss_class_dn: 0.358679 loss_bbox_dn: 0.104381 loss_giou_dn: 0.398597 loss_class_aux_dn: 1.946199 loss_bbox_aux_dn: 0.642769 loss_giou_aux_dn: 2.247054 loss: 15.749470 eta: 44 days, 8:08:02 batch_cost: 1.0268 data_cost: 0.0007 ips: 7.7914 images/s
[08/07 19:03:02] ppdet.engine INFO: Epoch: [6] [34500/54024] learning_rate: 0.000100 loss_class: 0.670081 loss_bbox: 0.114821 loss_giou: 0.453160 loss_class_aux: 4.165679 loss_bbox_aux: 0.731487 loss_giou_aux: 2.825780 loss_class_dn: 0.341098 loss_bbox_dn: 0.107206 loss_giou_dn: 0.348681 loss_class_aux_dn: 1.862337 loss_bbox_aux_dn: 0.677398 loss_giou_aux_dn: 1.992599 loss: 14.532480 eta: 44 days, 8:04:04 batch_cost: 1.0723 data_cost: 0.0007 ips: 7.4609 images/s
[08/07 19:04:58] ppdet.engine INFO: Epoch: [6] [34600/54024] learning_rate: 0.000100 loss_class: 0.645674 loss_bbox: 0.104428 loss_giou: 0.512406 loss_class_aux: 3.904507 loss_bbox_aux: 0.697310 loss_giou_aux: 3.217154 loss_class_dn: 0.328959 loss_bbox_dn: 0.100444 loss_giou_dn: 0.394915 loss_class_aux_dn: 1.764872 loss_bbox_aux_dn: 0.604873 loss_giou_aux_dn: 2.201872 loss: 14.907537 eta: 44 days, 8:06:44 batch_cost: 1.1112 data_cost: 0.0399 ips: 7.1997 images/s
[08/07 19:06:50] ppdet.engine INFO: Epoch: [6] [34700/54024] learning_rate: 0.000100 loss_class: 0.715911 loss_bbox: 0.121425 loss_giou: 0.545936 loss_class_aux: 4.453629 loss_bbox_aux: 0.754499 loss_giou_aux: 3.339114 loss_class_dn: 0.365377 loss_bbox_dn: 0.111956 loss_giou_dn: 0.415245 loss_class_aux_dn: 1.959932 loss_bbox_aux_dn: 0.687869 loss_giou_aux_dn: 2.365101 loss: 16.058173 eta: 44 days, 8:02:45 batch_cost: 1.0720 data_cost: 0.0007 ips: 7.4625 images/s
[08/07 19:08:41] ppdet.engine INFO: Epoch: [6] [34800/54024] learning_rate: 0.000100 loss_class: 0.681317 loss_bbox: 0.118033 loss_giou: 0.533096 loss_class_aux: 4.219904 loss_bbox_aux: 0.762685 loss_giou_aux: 3.285570 loss_class_dn: 0.346813 loss_bbox_dn: 0.103863 loss_giou_dn: 0.398935 loss_class_aux_dn: 1.895440 loss_bbox_aux_dn: 0.640951 loss_giou_aux_dn: 2.261662 loss: 15.525991 eta: 44 days, 7:56:20 batch_cost: 1.0577 data_cost: 0.0015 ips: 7.5638 images/s
[08/07 19:10:39] ppdet.engine INFO: Epoch: [6] [34900/54024] learning_rate: 0.000100 loss_class: 0.706809 loss_bbox: 0.115660 loss_giou: 0.536787 loss_class_aux: 4.358671 loss_bbox_aux: 0.760342 loss_giou_aux: 3.382384 loss_class_dn: 0.359950 loss_bbox_dn: 0.103679 loss_giou_dn: 0.402741 loss_class_aux_dn: 1.948774 loss_bbox_aux_dn: 0.630779 loss_giou_aux_dn: 2.295323 loss: 16.208824 eta: 44 days, 8:01:34 batch_cost: 1.1266 data_cost: 0.0007 ips: 7.1012 images/s
[08/07 19:12:33] ppdet.engine INFO: Epoch: [6] [35000/54024] learning_rate: 0.000100 loss_class: 0.702464 loss_bbox: 0.116000 loss_giou: 0.497957 loss_class_aux: 4.375532 loss_bbox_aux: 0.742492 loss_giou_aux: 3.121397 loss_class_dn: 0.351940 loss_bbox_dn: 0.107588 loss_giou_dn: 0.376416 loss_class_aux_dn: 1.921054 loss_bbox_aux_dn: 0.668968 loss_giou_aux_dn: 2.145112 loss: 15.327314 eta: 44 days, 7:59:41 batch_cost: 1.0845 data_cost: 0.0175 ips: 7.3770 images/s
[08/07 19:14:23] ppdet.engine INFO: Epoch: [6] [35100/54024] learning_rate: 0.000100 loss_class: 0.708693 loss_bbox: 0.112401 loss_giou: 0.512831 loss_class_aux: 4.354491 loss_bbox_aux: 0.728167 loss_giou_aux: 3.200754 loss_class_dn: 0.370065 loss_bbox_dn: 0.104630 loss_giou_dn: 0.390263 loss_class_aux_dn: 2.019614 loss_bbox_aux_dn: 0.648954 loss_giou_aux_dn: 2.249023 loss: 16.019806 eta: 44 days, 7:53:13 batch_cost: 1.0571 data_cost: 0.0007 ips: 7.5681 images/s
[08/07 19:16:17] ppdet.engine INFO: Epoch: [6] [35200/54024] learning_rate: 0.000100 loss_class: 0.711595 loss_bbox: 0.103570 loss_giou: 0.492350 loss_class_aux: 4.419989 loss_bbox_aux: 0.676225 loss_giou_aux: 3.029631 loss_class_dn: 0.347178 loss_bbox_dn: 0.097429 loss_giou_dn: 0.392334 loss_class_aux_dn: 1.855050 loss_bbox_aux_dn: 0.596391 loss_giou_aux_dn: 2.206213 loss: 14.887726 eta: 44 days, 7:51:31 batch_cost: 1.0855 data_cost: 0.0218 ips: 7.3697 images/s
[08/07 19:18:15] ppdet.engine INFO: Epoch: [6] [35300/54024] learning_rate: 0.000100 loss_class: 0.715943 loss_bbox: 0.116925 loss_giou: 0.522398 loss_class_aux: 4.391677 loss_bbox_aux: 0.744095 loss_giou_aux: 3.332749 loss_class_dn: 0.354434 loss_bbox_dn: 0.110826 loss_giou_dn: 0.421013 loss_class_aux_dn: 1.885552 loss_bbox_aux_dn: 0.680813 loss_giou_aux_dn: 2.357570 loss: 15.705410 eta: 44 days, 7:56:06 batch_cost: 1.1232 data_cost: 0.0908 ips: 7.1226 images/s
[08/07 19:20:05] ppdet.engine INFO: Epoch: [6] [35400/54024] learning_rate: 0.000100 loss_class: 0.696458 loss_bbox: 0.110052 loss_giou: 0.490740 loss_class_aux: 4.234125 loss_bbox_aux: 0.715898 loss_giou_aux: 3.055295 loss_class_dn: 0.347486 loss_bbox_dn: 0.106999 loss_giou_dn: 0.375191 loss_class_aux_dn: 1.903752 loss_bbox_aux_dn: 0.649795 loss_giou_aux_dn: 2.172459 loss: 14.857062 eta: 44 days, 7:47:26 batch_cost: 1.0436 data_cost: 0.0007 ips: 7.6655 images/s
[08/07 19:21:58] ppdet.engine INFO: Epoch: [6] [35500/54024] learning_rate: 0.000100 loss_class: 0.664494 loss_bbox: 0.114089 loss_giou: 0.490326 loss_class_aux: 4.131623 loss_bbox_aux: 0.755735 loss_giou_aux: 3.089387 loss_class_dn: 0.346121 loss_bbox_dn: 0.108135 loss_giou_dn: 0.394987 loss_class_aux_dn: 1.850766 loss_bbox_aux_dn: 0.662349 loss_giou_aux_dn: 2.256396 loss: 15.369390 eta: 44 days, 7:45:50 batch_cost: 1.0861 data_cost: 0.0007 ips: 7.3657 images/s
[08/07 19:23:50] ppdet.engine INFO: Epoch: [6] [35600/54024] learning_rate: 0.000100 loss_class: 0.676275 loss_bbox: 0.120374 loss_giou: 0.493852 loss_class_aux: 4.202460 loss_bbox_aux: 0.762226 loss_giou_aux: 3.111842 loss_class_dn: 0.340692 loss_bbox_dn: 0.120589 loss_giou_dn: 0.384338 loss_class_aux_dn: 1.838395 loss_bbox_aux_dn: 0.725107 loss_giou_aux_dn: 2.166198 loss: 15.127680 eta: 44 days, 7:40:08 batch_cost: 1.0613 data_cost: 0.0073 ips: 7.5379 images/s
[08/07 19:25:49] ppdet.engine INFO: Epoch: [6] [35700/54024] learning_rate: 0.000100 loss_class: 0.693908 loss_bbox: 0.115562 loss_giou: 0.526948 loss_class_aux: 4.341643 loss_bbox_aux: 0.764054 loss_giou_aux: 3.239323 loss_class_dn: 0.342673 loss_bbox_dn: 0.113147 loss_giou_dn: 0.401820 loss_class_aux_dn: 1.867071 loss_bbox_aux_dn: 0.678908 loss_giou_aux_dn: 2.339363 loss: 15.629260 eta: 44 days, 7:47:59 batch_cost: 1.1434 data_cost: 0.0007 ips: 6.9968 images/s
[08/07 19:27:57] ppdet.engine INFO: Epoch: [6] [35800/54024] learning_rate: 0.000100 loss_class: 0.696961 loss_bbox: 0.113078 loss_giou: 0.472261 loss_class_aux: 4.381184 loss_bbox_aux: 0.709671 loss_giou_aux: 2.991773 loss_class_dn: 0.350550 loss_bbox_dn: 0.102306 loss_giou_dn: 0.394170 loss_class_aux_dn: 1.884373 loss_bbox_aux_dn: 0.620317 loss_giou_aux_dn: 2.232349 loss: 15.622503 eta: 44 days, 8:10:07 batch_cost: 1.2306 data_cost: 0.0007 ips: 6.5009 images/s
[08/07 19:30:01] ppdet.engine INFO: Epoch: [6] [35900/54024] learning_rate: 0.000100 loss_class: 0.725577 loss_bbox: 0.110720 loss_giou: 0.483519 loss_class_aux: 4.449236 loss_bbox_aux: 0.731876 loss_giou_aux: 2.995454 loss_class_dn: 0.350044 loss_bbox_dn: 0.109816 loss_giou_dn: 0.384393 loss_class_aux_dn: 1.883197 loss_bbox_aux_dn: 0.666504 loss_giou_aux_dn: 2.181216 loss: 15.311279 eta: 44 days, 8:23:56 batch_cost: 1.1807 data_cost: 0.0543 ips: 6.7756 images/s
[08/07 19:31:59] ppdet.engine INFO: Epoch: [6] [36000/54024] learning_rate: 0.000100 loss_class: 0.711279 loss_bbox: 0.110318 loss_giou: 0.516177 loss_class_aux: 4.466510 loss_bbox_aux: 0.737794 loss_giou_aux: 3.277909 loss_class_dn: 0.353960 loss_bbox_dn: 0.111101 loss_giou_dn: 0.386607 loss_class_aux_dn: 1.881218 loss_bbox_aux_dn: 0.681949 loss_giou_aux_dn: 2.183121 loss: 15.134590 eta: 44 days, 8:28:54 batch_cost: 1.1271 data_cost: 0.0252 ips: 7.0981 images/s
[08/07 19:33:52] ppdet.engine INFO: Epoch: [6] [36100/54024] learning_rate: 0.000100 loss_class: 0.675543 loss_bbox: 0.103544 loss_giou: 0.464417 loss_class_aux: 4.181759 loss_bbox_aux: 0.693416 loss_giou_aux: 2.915373 loss_class_dn: 0.330273 loss_bbox_dn: 0.102662 loss_giou_dn: 0.343636 loss_class_aux_dn: 1.784412 loss_bbox_aux_dn: 0.620260 loss_giou_aux_dn: 1.994975 loss: 14.398266 eta: 44 days, 8:25:51 batch_cost: 1.0780 data_cost: 0.0070 ips: 7.4208 images/s
[08/07 19:35:43] ppdet.engine INFO: Epoch: [6] [36200/54024] learning_rate: 0.000100 loss_class: 0.741455 loss_bbox: 0.122939 loss_giou: 0.535198 loss_class_aux: 4.571465 loss_bbox_aux: 0.801290 loss_giou_aux: 3.308332 loss_class_dn: 0.369932 loss_bbox_dn: 0.106790 loss_giou_dn: 0.400342 loss_class_aux_dn: 2.031548 loss_bbox_aux_dn: 0.656386 loss_giou_aux_dn: 2.301856 loss: 16.080508 eta: 44 days, 8:20:26 batch_cost: 1.0635 data_cost: 0.0007 ips: 7.5223 images/s
[08/07 19:37:38] ppdet.engine INFO: Epoch: [6] [36300/54024] learning_rate: 0.000100 loss_class: 0.745804 loss_bbox: 0.116085 loss_giou: 0.470670 loss_class_aux: 4.600582 loss_bbox_aux: 0.754413 loss_giou_aux: 2.994518 loss_class_dn: 0.354156 loss_bbox_dn: 0.113118 loss_giou_dn: 0.371570 loss_class_aux_dn: 1.913568 loss_bbox_aux_dn: 0.681515 loss_giou_aux_dn: 2.173031 loss: 15.374691 eta: 44 days, 8:20:22 batch_cost: 1.0964 data_cost: 0.0363 ips: 7.2966 images/s
[08/07 19:39:31] ppdet.engine INFO: Epoch: [6] [36400/54024] learning_rate: 0.000100 loss_class: 0.707567 loss_bbox: 0.114264 loss_giou: 0.496076 loss_class_aux: 4.373997 loss_bbox_aux: 0.751605 loss_giou_aux: 3.075640 loss_class_dn: 0.355609 loss_bbox_dn: 0.106396 loss_giou_dn: 0.391037 loss_class_aux_dn: 1.945476 loss_bbox_aux_dn: 0.668979 loss_giou_aux_dn: 2.208034 loss: 15.596130 eta: 44 days, 8:17:06 batch_cost: 1.0766 data_cost: 0.0007 ips: 7.4306 images/s
[08/07 19:41:22] ppdet.engine INFO: Epoch: [6] [36500/54024] learning_rate: 0.000100 loss_class: 0.682422 loss_bbox: 0.114299 loss_giou: 0.517541 loss_class_aux: 4.221313 loss_bbox_aux: 0.727533 loss_giou_aux: 3.206755 loss_class_dn: 0.343342 loss_bbox_dn: 0.109558 loss_giou_dn: 0.393883 loss_class_aux_dn: 1.860100 loss_bbox_aux_dn: 0.657785 loss_giou_aux_dn: 2.247741 loss: 15.096560 eta: 44 days, 8:10:27 batch_cost: 1.0557 data_cost: 0.0007 ips: 7.5781 images/s
[08/07 19:43:15] ppdet.engine INFO: Epoch: [6] [36600/54024] learning_rate: 0.000100 loss_class: 0.729188 loss_bbox: 0.110988 loss_giou: 0.471466 loss_class_aux: 4.441897 loss_bbox_aux: 0.730595 loss_giou_aux: 2.960552 loss_class_dn: 0.344799 loss_bbox_dn: 0.111655 loss_giou_dn: 0.379111 loss_class_aux_dn: 1.866447 loss_bbox_aux_dn: 0.697897 loss_giou_aux_dn: 2.161455 loss: 15.099268 eta: 44 days, 8:07:55 batch_cost: 1.0810 data_cost: 0.0223 ips: 7.4007 images/s
[08/07 19:45:07] ppdet.engine INFO: Epoch: [6] [36700/54024] learning_rate: 0.000100 loss_class: 0.684332 loss_bbox: 0.103766 loss_giou: 0.466961 loss_class_aux: 4.154392 loss_bbox_aux: 0.687218 loss_giou_aux: 2.869821 loss_class_dn: 0.339135 loss_bbox_dn: 0.101409 loss_giou_dn: 0.365117 loss_class_aux_dn: 1.815345 loss_bbox_aux_dn: 0.611224 loss_giou_aux_dn: 2.116149 loss: 14.622307 eta: 44 days, 8:03:12 batch_cost: 1.0674 data_cost: 0.0007 ips: 7.4946 images/s
[08/07 19:46:58] ppdet.engine INFO: Epoch: [6] [36800/54024] learning_rate: 0.000100 loss_class: 0.713983 loss_bbox: 0.118645 loss_giou: 0.495598 loss_class_aux: 4.426864 loss_bbox_aux: 0.753578 loss_giou_aux: 3.082337 loss_class_dn: 0.354659 loss_bbox_dn: 0.114717 loss_giou_dn: 0.386967 loss_class_aux_dn: 1.927561 loss_bbox_aux_dn: 0.708078 loss_giou_aux_dn: 2.188842 loss: 15.013093 eta: 44 days, 7:57:35 batch_cost: 1.0617 data_cost: 0.0007 ips: 7.5349 images/s
[08/07 19:48:50] ppdet.engine INFO: Epoch: [6] [36900/54024] learning_rate: 0.000100 loss_class: 0.693397 loss_bbox: 0.111510 loss_giou: 0.514970 loss_class_aux: 4.275736 loss_bbox_aux: 0.721262 loss_giou_aux: 3.193188 loss_class_dn: 0.346434 loss_bbox_dn: 0.106562 loss_giou_dn: 0.386827 loss_class_aux_dn: 1.870767 loss_bbox_aux_dn: 0.656459 loss_giou_aux_dn: 2.228681 loss: 15.375082 eta: 44 days, 7:53:08 batch_cost: 1.0688 data_cost: 0.0007 ips: 7.4848 images/s
[08/07 19:50:44] ppdet.engine INFO: Epoch: [6] [37000/54024] learning_rate: 0.000100 loss_class: 0.726636 loss_bbox: 0.116785 loss_giou: 0.504991 loss_class_aux: 4.574232 loss_bbox_aux: 0.750606 loss_giou_aux: 3.131163 loss_class_dn: 0.352487 loss_bbox_dn: 0.103785 loss_giou_dn: 0.398078 loss_class_aux_dn: 1.892784 loss_bbox_aux_dn: 0.647090 loss_giou_aux_dn: 2.279105 loss: 15.462267 eta: 44 days, 7:50:48 batch_cost: 1.0821 data_cost: 0.0007 ips: 7.3933 images/s
[08/07 19:52:33] ppdet.engine INFO: Epoch: [6] [37100/54024] learning_rate: 0.000100 loss_class: 0.702226 loss_bbox: 0.115369 loss_giou: 0.488680 loss_class_aux: 4.401149 loss_bbox_aux: 0.734766 loss_giou_aux: 3.064271 loss_class_dn: 0.355870 loss_bbox_dn: 0.107024 loss_giou_dn: 0.387408 loss_class_aux_dn: 1.920174 loss_bbox_aux_dn: 0.644014 loss_giou_aux_dn: 2.246820 loss: 15.533630 eta: 44 days, 7:41:59 batch_cost: 1.0412 data_cost: 0.0007 ips: 7.6837 images/s
[08/07 19:54:34] ppdet.engine INFO: Epoch: [6] [37200/54024] learning_rate: 0.000100 loss_class: 0.708452 loss_bbox: 0.112248 loss_giou: 0.513363 loss_class_aux: 4.474941 loss_bbox_aux: 0.726762 loss_giou_aux: 3.150073 loss_class_dn: 0.345851 loss_bbox_dn: 0.111154 loss_giou_dn: 0.397895 loss_class_aux_dn: 1.863764 loss_bbox_aux_dn: 0.646195 loss_giou_aux_dn: 2.285651 loss: 15.433060 eta: 44 days, 7:51:10 batch_cost: 1.1549 data_cost: 0.0007 ips: 6.9272 images/s
[08/07 19:56:27] ppdet.engine INFO: Epoch: [6] [37300/54024] learning_rate: 0.000100 loss_class: 0.708852 loss_bbox: 0.108985 loss_giou: 0.491110 loss_class_aux: 4.331009 loss_bbox_aux: 0.686700 loss_giou_aux: 3.057269 loss_class_dn: 0.360346 loss_bbox_dn: 0.101254 loss_giou_dn: 0.383239 loss_class_aux_dn: 1.940590 loss_bbox_aux_dn: 0.614287 loss_giou_aux_dn: 2.203863 loss: 15.589468 eta: 44 days, 7:48:46 batch_cost: 1.0817 data_cost: 0.0007 ips: 7.3961 images/s
[08/07 19:58:22] ppdet.engine INFO: Epoch: [6] [37400/54024] learning_rate: 0.000100 loss_class: 0.698339 loss_bbox: 0.109518 loss_giou: 0.504812 loss_class_aux: 4.366282 loss_bbox_aux: 0.703088 loss_giou_aux: 3.180666 loss_class_dn: 0.345787 loss_bbox_dn: 0.100716 loss_giou_dn: 0.401988 loss_class_aux_dn: 1.899179 loss_bbox_aux_dn: 0.634119 loss_giou_aux_dn: 2.260146 loss: 15.633772 eta: 44 days, 7:48:17 batch_cost: 1.0939 data_cost: 0.0484 ips: 7.3135 images/s
[08/07 20:00:20] ppdet.engine INFO: Epoch: [6] [37500/54024] learning_rate: 0.000100 loss_class: 0.731644 loss_bbox: 0.115597 loss_giou: 0.520462 loss_class_aux: 4.512022 loss_bbox_aux: 0.756388 loss_giou_aux: 3.184289 loss_class_dn: 0.366728 loss_bbox_dn: 0.108199 loss_giou_dn: 0.393582 loss_class_aux_dn: 1.966020 loss_bbox_aux_dn: 0.670650 loss_giou_aux_dn: 2.238141 loss: 15.820017 eta: 44 days, 7:54:00 batch_cost: 1.1335 data_cost: 0.0007 ips: 7.0581 images/s
[08/07 20:02:10] ppdet.engine INFO: Epoch: [6] [37600/54024] learning_rate: 0.000100 loss_class: 0.701959 loss_bbox: 0.113232 loss_giou: 0.479882 loss_class_aux: 4.356502 loss_bbox_aux: 0.745945 loss_giou_aux: 3.046118 loss_class_dn: 0.350828 loss_bbox_dn: 0.112045 loss_giou_dn: 0.382418 loss_class_aux_dn: 1.889284 loss_bbox_aux_dn: 0.682627 loss_giou_aux_dn: 2.155906 loss: 15.158468 eta: 44 days, 7:45:29 batch_cost: 1.0427 data_cost: 0.0007 ips: 7.6723 images/s
[08/07 20:04:13] ppdet.engine INFO: Epoch: [6] [37700/54024] learning_rate: 0.000100 loss_class: 0.666486 loss_bbox: 0.105023 loss_giou: 0.466271 loss_class_aux: 4.190970 loss_bbox_aux: 0.680620 loss_giou_aux: 2.932240 loss_class_dn: 0.332784 loss_bbox_dn: 0.097252 loss_giou_dn: 0.378698 loss_class_aux_dn: 1.801148 loss_bbox_aux_dn: 0.595080 loss_giou_aux_dn: 2.151266 loss: 14.603797 eta: 44 days, 7:57:46 batch_cost: 1.1758 data_cost: 0.0139 ips: 6.8037 images/s
[08/07 20:06:03] ppdet.engine INFO: Epoch: [6] [37800/54024] learning_rate: 0.000100 loss_class: 0.674434 loss_bbox: 0.100654 loss_giou: 0.486240 loss_class_aux: 4.185979 loss_bbox_aux: 0.672354 loss_giou_aux: 2.993585 loss_class_dn: 0.334966 loss_bbox_dn: 0.097339 loss_giou_dn: 0.381661 loss_class_aux_dn: 1.791281 loss_bbox_aux_dn: 0.596159 loss_giou_aux_dn: 2.155694 loss: 14.301341 eta: 44 days, 7:50:09 batch_cost: 1.0483 data_cost: 0.0007 ips: 7.6311 images/s
[08/07 20:07:51] ppdet.engine INFO: Epoch: [6] [37900/54024] learning_rate: 0.000100 loss_class: 0.734671 loss_bbox: 0.115211 loss_giou: 0.542764 loss_class_aux: 4.556794 loss_bbox_aux: 0.761681 loss_giou_aux: 3.398726 loss_class_dn: 0.371682 loss_bbox_dn: 0.110877 loss_giou_dn: 0.425545 loss_class_aux_dn: 2.015990 loss_bbox_aux_dn: 0.669886 loss_giou_aux_dn: 2.435780 loss: 16.559989 eta: 44 days, 7:39:26 batch_cost: 1.0283 data_cost: 0.0007 ips: 7.7800 images/s
[08/07 20:09:39] ppdet.engine INFO: Epoch: [6] [38000/54024] learning_rate: 0.000100 loss_class: 0.701004 loss_bbox: 0.113546 loss_giou: 0.494368 loss_class_aux: 4.289163 loss_bbox_aux: 0.756792 loss_giou_aux: 3.135548 loss_class_dn: 0.338222 loss_bbox_dn: 0.113217 loss_giou_dn: 0.390055 loss_class_aux_dn: 1.869947 loss_bbox_aux_dn: 0.691109 loss_giou_aux_dn: 2.158609 loss: 15.270928 eta: 44 days, 7:29:05 batch_cost: 1.0302 data_cost: 0.0007 ips: 7.7652 images/s
[08/07 20:11:32] ppdet.engine INFO: Epoch: [6] [38100/54024] learning_rate: 0.000100 loss_class: 0.719936 loss_bbox: 0.121907 loss_giou: 0.508440 loss_class_aux: 4.445780 loss_bbox_aux: 0.830976 loss_giou_aux: 3.176691 loss_class_dn: 0.353864 loss_bbox_dn: 0.120585 loss_giou_dn: 0.393555 loss_class_aux_dn: 1.920162 loss_bbox_aux_dn: 0.730677 loss_giou_aux_dn: 2.262253 loss: 15.874320 eta: 44 days, 7:26:36 batch_cost: 1.0809 data_cost: 0.0009 ips: 7.4013 images/s
[08/07 20:13:24] ppdet.engine INFO: Epoch: [6] [38200/54024] learning_rate: 0.000100 loss_class: 0.698238 loss_bbox: 0.112474 loss_giou: 0.535853 loss_class_aux: 4.306269 loss_bbox_aux: 0.736390 loss_giou_aux: 3.366364 loss_class_dn: 0.359010 loss_bbox_dn: 0.104914 loss_giou_dn: 0.422115 loss_class_aux_dn: 1.926395 loss_bbox_aux_dn: 0.645210 loss_giou_aux_dn: 2.387908 loss: 15.760973 eta: 44 days, 7:21:28 batch_cost: 1.0637 data_cost: 0.0007 ips: 7.5208 images/s
[08/07 20:15:21] ppdet.engine INFO: Epoch: [6] [38300/54024] learning_rate: 0.000100 loss_class: 0.731915 loss_bbox: 0.122837 loss_giou: 0.534194 loss_class_aux: 4.582412 loss_bbox_aux: 0.774407 loss_giou_aux: 3.253103 loss_class_dn: 0.360260 loss_bbox_dn: 0.114826 loss_giou_dn: 0.419819 loss_class_aux_dn: 1.954891 loss_bbox_aux_dn: 0.703533 loss_giou_aux_dn: 2.353561 loss: 15.832793 eta: 44 days, 7:25:10 batch_cost: 1.1211 data_cost: 0.0007 ips: 7.1357 images/s
[08/07 20:17:10] ppdet.engine INFO: Epoch: [6] [38400/54024] learning_rate: 0.000100 loss_class: 0.719441 loss_bbox: 0.106251 loss_giou: 0.554943 loss_class_aux: 4.531785 loss_bbox_aux: 0.696105 loss_giou_aux: 3.427438 loss_class_dn: 0.360108 loss_bbox_dn: 0.103243 loss_giou_dn: 0.419246 loss_class_aux_dn: 1.925213 loss_bbox_aux_dn: 0.641997 loss_giou_aux_dn: 2.380315 loss: 15.812919 eta: 44 days, 7:16:31 batch_cost: 1.0407 data_cost: 0.0007 ips: 7.6873 images/s
[08/07 20:18:57] ppdet.engine INFO: Epoch: [6] [38500/54024] learning_rate: 0.000100 loss_class: 0.688890 loss_bbox: 0.115421 loss_giou: 0.464515 loss_class_aux: 4.366425 loss_bbox_aux: 0.745228 loss_giou_aux: 2.904458 loss_class_dn: 0.342442 loss_bbox_dn: 0.114842 loss_giou_dn: 0.375399 loss_class_aux_dn: 1.879584 loss_bbox_aux_dn: 0.716433 loss_giou_aux_dn: 2.100384 loss: 15.146370 eta: 44 days, 7:04:05 batch_cost: 1.0156 data_cost: 0.0051 ips: 7.8770 images/s
[08/07 20:20:49] ppdet.engine INFO: Epoch: [6] [38600/54024] learning_rate: 0.000100 loss_class: 0.716467 loss_bbox: 0.114212 loss_giou: 0.513446 loss_class_aux: 4.434782 loss_bbox_aux: 0.742502 loss_giou_aux: 3.180732 loss_class_dn: 0.367095 loss_bbox_dn: 0.109958 loss_giou_dn: 0.415855 loss_class_aux_dn: 1.992394 loss_bbox_aux_dn: 0.685049 loss_giou_aux_dn: 2.361752 loss: 16.322905 eta: 44 days, 6:59:10 batch_cost: 1.0647 data_cost: 0.0007 ips: 7.5139 images/s
[08/07 20:22:39] ppdet.engine INFO: Epoch: [6] [38700/54024] learning_rate: 0.000100 loss_class: 0.714158 loss_bbox: 0.114042 loss_giou: 0.547916 loss_class_aux: 4.448967 loss_bbox_aux: 0.745220 loss_giou_aux: 3.406905 loss_class_dn: 0.348872 loss_bbox_dn: 0.112114 loss_giou_dn: 0.395542 loss_class_aux_dn: 1.867480 loss_bbox_aux_dn: 0.675935 loss_giou_aux_dn: 2.218484 loss: 15.765921 eta: 44 days, 6:52:31 batch_cost: 1.0531 data_cost: 0.0007 ips: 7.5970 images/s
[08/07 20:24:42] ppdet.engine INFO: Epoch: [6] [38800/54024] learning_rate: 0.000100 loss_class: 0.654170 loss_bbox: 0.109145 loss_giou: 0.456421 loss_class_aux: 4.185364 loss_bbox_aux: 0.711729 loss_giou_aux: 2.812077 loss_class_dn: 0.331757 loss_bbox_dn: 0.113613 loss_giou_dn: 0.354127 loss_class_aux_dn: 1.790286 loss_bbox_aux_dn: 0.705384 loss_giou_aux_dn: 2.006569 loss: 13.987344 eta: 44 days, 7:03:55 batch_cost: 1.1722 data_cost: 0.1258 ips: 6.8248 images/s
[08/07 20:26:32] ppdet.engine INFO: Epoch: [6] [38900/54024] learning_rate: 0.000100 loss_class: 0.663357 loss_bbox: 0.112857 loss_giou: 0.478465 loss_class_aux: 4.097314 loss_bbox_aux: 0.725113 loss_giou_aux: 2.971887 loss_class_dn: 0.347304 loss_bbox_dn: 0.114324 loss_giou_dn: 0.369926 loss_class_aux_dn: 1.876589 loss_bbox_aux_dn: 0.668832 loss_giou_aux_dn: 2.055478 loss: 14.969461 eta: 44 days, 6:56:49 batch_cost: 1.0501 data_cost: 0.0069 ips: 7.6183 images/s
[08/07 20:28:24] ppdet.engine INFO: Epoch: [6] [39000/54024] learning_rate: 0.000100 loss_class: 0.714109 loss_bbox: 0.112150 loss_giou: 0.549614 loss_class_aux: 4.434753 loss_bbox_aux: 0.712649 loss_giou_aux: 3.381569 loss_class_dn: 0.357579 loss_bbox_dn: 0.104145 loss_giou_dn: 0.409191 loss_class_aux_dn: 1.910885 loss_bbox_aux_dn: 0.662371 loss_giou_aux_dn: 2.314877 loss: 15.982461 eta: 44 days, 6:52:02 batch_cost: 1.0652 data_cost: 0.0390 ips: 7.5102 images/s
[08/07 20:30:20] ppdet.engine INFO: Epoch: [6] [39100/54024] learning_rate: 0.000100 loss_class: 0.677763 loss_bbox: 0.112006 loss_giou: 0.444042 loss_class_aux: 4.282361 loss_bbox_aux: 0.733179 loss_giou_aux: 2.732889 loss_class_dn: 0.325695 loss_bbox_dn: 0.111701 loss_giou_dn: 0.348083 loss_class_aux_dn: 1.797350 loss_bbox_aux_dn: 0.678163 loss_giou_aux_dn: 2.005467 loss: 14.264907 eta: 44 days, 6:53:37 batch_cost: 1.1076 data_cost: 0.0063 ips: 7.2230 images/s
[08/07 20:32:09] ppdet.engine INFO: Epoch: [6] [39200/54024] learning_rate: 0.000100 loss_class: 0.721839 loss_bbox: 0.115740 loss_giou: 0.485132 loss_class_aux: 4.511554 loss_bbox_aux: 0.743468 loss_giou_aux: 3.034247 loss_class_dn: 0.345984 loss_bbox_dn: 0.110210 loss_giou_dn: 0.397939 loss_class_aux_dn: 1.884389 loss_bbox_aux_dn: 0.668970 loss_giou_aux_dn: 2.254843 loss: 15.472120 eta: 44 days, 6:45:27 batch_cost: 1.0427 data_cost: 0.0007 ips: 7.6727 images/s
[08/07 20:34:01] ppdet.engine INFO: Epoch: [6] [39300/54024] learning_rate: 0.000100 loss_class: 0.729656 loss_bbox: 0.120078 loss_giou: 0.561755 loss_class_aux: 4.495790 loss_bbox_aux: 0.782955 loss_giou_aux: 3.519528 loss_class_dn: 0.390524 loss_bbox_dn: 0.114954 loss_giou_dn: 0.437852 loss_class_aux_dn: 2.074870 loss_bbox_aux_dn: 0.672433 loss_giou_aux_dn: 2.507575 loss: 17.420696 eta: 44 days, 6:41:11 batch_cost: 1.0685 data_cost: 0.0490 ips: 7.4872 images/s
[08/07 20:35:56] ppdet.engine INFO: Epoch: [6] [39400/54024] learning_rate: 0.000100 loss_class: 0.722353 loss_bbox: 0.113407 loss_giou: 0.501170 loss_class_aux: 4.438562 loss_bbox_aux: 0.726531 loss_giou_aux: 3.167694 loss_class_dn: 0.351182 loss_bbox_dn: 0.110428 loss_giou_dn: 0.397658 loss_class_aux_dn: 1.877095 loss_bbox_aux_dn: 0.660278 loss_giou_aux_dn: 2.270091 loss: 15.819456 eta: 44 days, 6:40:46 batch_cost: 1.0943 data_cost: 0.0007 ips: 7.3104 images/s
[08/07 20:37:58] ppdet.engine INFO: Epoch: [6] [39500/54024] learning_rate: 0.000100 loss_class: 0.703938 loss_bbox: 0.116965 loss_giou: 0.473312 loss_class_aux: 4.415488 loss_bbox_aux: 0.776706 loss_giou_aux: 2.979683 loss_class_dn: 0.354279 loss_bbox_dn: 0.115241 loss_giou_dn: 0.384346 loss_class_aux_dn: 1.927582 loss_bbox_aux_dn: 0.714854 loss_giou_aux_dn: 2.196340 loss: 15.401660 eta: 44 days, 6:51:24 batch_cost: 1.1685 data_cost: 0.0007 ips: 6.8464 images/s
[08/07 20:39:52] ppdet.engine INFO: Epoch: [6] [39600/54024] learning_rate: 0.000100 loss_class: 0.714115 loss_bbox: 0.115433 loss_giou: 0.514799 loss_class_aux: 4.527159 loss_bbox_aux: 0.757127 loss_giou_aux: 3.307161 loss_class_dn: 0.361772 loss_bbox_dn: 0.109262 loss_giou_dn: 0.406394 loss_class_aux_dn: 1.953931 loss_bbox_aux_dn: 0.664464 loss_giou_aux_dn: 2.311735 loss: 16.007867 eta: 44 days, 6:49:53 batch_cost: 1.0871 data_cost: 0.0007 ips: 7.3592 images/s
[08/07 20:41:42] ppdet.engine INFO: Epoch: [6] [39700/54024] learning_rate: 0.000100 loss_class: 0.702498 loss_bbox: 0.113656 loss_giou: 0.475523 loss_class_aux: 4.337526 loss_bbox_aux: 0.742996 loss_giou_aux: 2.957519 loss_class_dn: 0.352380 loss_bbox_dn: 0.108229 loss_giou_dn: 0.392243 loss_class_aux_dn: 1.894707 loss_bbox_aux_dn: 0.690610 loss_giou_aux_dn: 2.235412 loss: 15.006750 eta: 44 days, 6:42:01 batch_cost: 1.0443 data_cost: 0.0007 ips: 7.6609 images/s
[08/07 20:43:33] ppdet.engine INFO: Epoch: [6] [39800/54024] learning_rate: 0.000100 loss_class: 0.742625 loss_bbox: 0.112705 loss_giou: 0.501249 loss_class_aux: 4.677355 loss_bbox_aux: 0.752733 loss_giou_aux: 3.154272 loss_class_dn: 0.359988 loss_bbox_dn: 0.103999 loss_giou_dn: 0.398682 loss_class_aux_dn: 1.982382 loss_bbox_aux_dn: 0.634985 loss_giou_aux_dn: 2.303355 loss: 16.067218 eta: 44 days, 6:36:23 batch_cost: 1.0591 data_cost: 0.0007 ips: 7.5536 images/s
[08/07 20:45:29] ppdet.engine INFO: Epoch: [6] [39900/54024] learning_rate: 0.000100 loss_class: 0.696211 loss_bbox: 0.110579 loss_giou: 0.472277 loss_class_aux: 4.377404 loss_bbox_aux: 0.712663 loss_giou_aux: 3.015353 loss_class_dn: 0.333844 loss_bbox_dn: 0.112779 loss_giou_dn: 0.384803 loss_class_aux_dn: 1.810747 loss_bbox_aux_dn: 0.700578 loss_giou_aux_dn: 2.204241 loss: 14.962009 eta: 44 days, 6:38:12 batch_cost: 1.1096 data_cost: 0.0007 ips: 7.2098 images/s
[08/07 20:47:18] ppdet.engine INFO: Epoch: [6] [40000/54024] learning_rate: 0.000100 loss_class: 0.710463 loss_bbox: 0.110298 loss_giou: 0.505094 loss_class_aux: 4.487734 loss_bbox_aux: 0.735116 loss_giou_aux: 3.119698 loss_class_dn: 0.360055 loss_bbox_dn: 0.110592 loss_giou_dn: 0.390379 loss_class_aux_dn: 1.925026 loss_bbox_aux_dn: 0.686108 loss_giou_aux_dn: 2.254993 loss: 15.594668 eta: 44 days, 6:30:22 batch_cost: 1.0440 data_cost: 0.0007 ips: 7.6632 images/s
[08/07 20:49:11] ppdet.engine INFO: Epoch: [6] [40100/54024] learning_rate: 0.000100 loss_class: 0.668971 loss_bbox: 0.107582 loss_giou: 0.537368 loss_class_aux: 4.252489 loss_bbox_aux: 0.696433 loss_giou_aux: 3.348525 loss_class_dn: 0.355073 loss_bbox_dn: 0.107593 loss_giou_dn: 0.410606 loss_class_aux_dn: 1.936327 loss_bbox_aux_dn: 0.653172 loss_giou_aux_dn: 2.379119 loss: 15.789358 eta: 44 days, 6:28:04 batch_cost: 1.0816 data_cost: 0.0007 ips: 7.3964 images/s
[08/07 20:51:02] ppdet.engine INFO: Epoch: [6] [40200/54024] learning_rate: 0.000100 loss_class: 0.665139 loss_bbox: 0.117254 loss_giou: 0.484105 loss_class_aux: 4.126907 loss_bbox_aux: 0.749875 loss_giou_aux: 3.000289 loss_class_dn: 0.343434 loss_bbox_dn: 0.103184 loss_giou_dn: 0.385576 loss_class_aux_dn: 1.818163 loss_bbox_aux_dn: 0.647527 loss_giou_aux_dn: 2.209601 loss: 15.344363 eta: 44 days, 6:21:13 batch_cost: 1.0505 data_cost: 0.0009 ips: 7.6155 images/s
[08/07 20:52:50] ppdet.engine INFO: Epoch: [6] [40300/54024] learning_rate: 0.000100 loss_class: 0.713136 loss_bbox: 0.113418 loss_giou: 0.497511 loss_class_aux: 4.400092 loss_bbox_aux: 0.737825 loss_giou_aux: 3.121540 loss_class_dn: 0.353895 loss_bbox_dn: 0.105900 loss_giou_dn: 0.402932 loss_class_aux_dn: 1.919527 loss_bbox_aux_dn: 0.656606 loss_giou_aux_dn: 2.302026 loss: 15.559661 eta: 44 days, 6:11:14 batch_cost: 1.0288 data_cost: 0.0007 ips: 7.7762 images/s
[08/07 20:54:42] ppdet.engine INFO: Epoch: [6] [40400/54024] learning_rate: 0.000100 loss_class: 0.669194 loss_bbox: 0.112002 loss_giou: 0.542761 loss_class_aux: 4.140530 loss_bbox_aux: 0.739616 loss_giou_aux: 3.359667 loss_class_dn: 0.351324 loss_bbox_dn: 0.105290 loss_giou_dn: 0.414542 loss_class_aux_dn: 1.893475 loss_bbox_aux_dn: 0.623674 loss_giou_aux_dn: 2.348323 loss: 15.681360 eta: 44 days, 6:07:03 batch_cost: 1.0683 data_cost: 0.0007 ips: 7.4886 images/s
[08/07 20:56:31] ppdet.engine INFO: Epoch: [6] [40500/54024] learning_rate: 0.000100 loss_class: 0.615705 loss_bbox: 0.104674 loss_giou: 0.476262 loss_class_aux: 3.933241 loss_bbox_aux: 0.685154 loss_giou_aux: 2.895392 loss_class_dn: 0.330967 loss_bbox_dn: 0.096725 loss_giou_dn: 0.352649 loss_class_aux_dn: 1.776144 loss_bbox_aux_dn: 0.595317 loss_giou_aux_dn: 2.031961 loss: 14.199312 eta: 44 days, 5:58:55 batch_cost: 1.0411 data_cost: 0.0007 ips: 7.6844 images/s
[08/07 20:58:23] ppdet.engine INFO: Epoch: [6] [40600/54024] learning_rate: 0.000100 loss_class: 0.700039 loss_bbox: 0.112919 loss_giou: 0.489784 loss_class_aux: 4.341623 loss_bbox_aux: 0.737946 loss_giou_aux: 3.017504 loss_class_dn: 0.334341 loss_bbox_dn: 0.101812 loss_giou_dn: 0.380892 loss_class_aux_dn: 1.815904 loss_bbox_aux_dn: 0.632887 loss_giou_aux_dn: 2.146948 loss: 14.992226 eta: 44 days, 5:54:39 batch_cost: 1.0676 data_cost: 0.0007 ips: 7.4934 images/s
[08/07 21:00:21] ppdet.engine INFO: Epoch: [6] [40700/54024] learning_rate: 0.000100 loss_class: 0.745895 loss_bbox: 0.112167 loss_giou: 0.510710 loss_class_aux: 4.644237 loss_bbox_aux: 0.734894 loss_giou_aux: 3.215479 loss_class_dn: 0.368609 loss_bbox_dn: 0.108990 loss_giou_dn: 0.409769 loss_class_aux_dn: 1.978583 loss_bbox_aux_dn: 0.659454 loss_giou_aux_dn: 2.322554 loss: 16.058882 eta: 44 days, 5:59:02 batch_cost: 1.1274 data_cost: 0.0007 ips: 7.0961 images/s
[08/07 21:02:11] ppdet.engine INFO: Epoch: [6] [40800/54024] learning_rate: 0.000100 loss_class: 0.705446 loss_bbox: 0.116344 loss_giou: 0.519346 loss_class_aux: 4.390845 loss_bbox_aux: 0.758958 loss_giou_aux: 3.236762 loss_class_dn: 0.364378 loss_bbox_dn: 0.115697 loss_giou_dn: 0.414465 loss_class_aux_dn: 1.960710 loss_bbox_aux_dn: 0.699309 loss_giou_aux_dn: 2.367626 loss: 15.749693 eta: 44 days, 5:51:48 batch_cost: 1.0469 data_cost: 0.0075 ips: 7.6415 images/s
[08/07 21:04:00] ppdet.engine INFO: Epoch: [6] [40900/54024] learning_rate: 0.000100 loss_class: 0.690029 loss_bbox: 0.120069 loss_giou: 0.527113 loss_class_aux: 4.318133 loss_bbox_aux: 0.758944 loss_giou_aux: 3.271600 loss_class_dn: 0.363642 loss_bbox_dn: 0.105176 loss_giou_dn: 0.394918 loss_class_aux_dn: 1.967206 loss_bbox_aux_dn: 0.658373 loss_giou_aux_dn: 2.239192 loss: 15.994813 eta: 44 days, 5:43:36 batch_cost: 1.0400 data_cost: 0.0007 ips: 7.6927 images/s
[08/07 21:05:57] ppdet.engine INFO: Epoch: [6] [41000/54024] learning_rate: 0.000100 loss_class: 0.697170 loss_bbox: 0.114788 loss_giou: 0.481032 loss_class_aux: 4.323132 loss_bbox_aux: 0.738734 loss_giou_aux: 2.997901 loss_class_dn: 0.356102 loss_bbox_dn: 0.105095 loss_giou_dn: 0.387240 loss_class_aux_dn: 1.941701 loss_bbox_aux_dn: 0.649228 loss_giou_aux_dn: 2.186652 loss: 15.097796 eta: 44 days, 5:46:18 batch_cost: 1.1159 data_cost: 0.0007 ips: 7.1690 images/s
[08/07 21:07:53] ppdet.engine INFO: Epoch: [6] [41100/54024] learning_rate: 0.000100 loss_class: 0.715227 loss_bbox: 0.113058 loss_giou: 0.481684 loss_class_aux: 4.464428 loss_bbox_aux: 0.761000 loss_giou_aux: 2.966904 loss_class_dn: 0.351818 loss_bbox_dn: 0.108735 loss_giou_dn: 0.388585 loss_class_aux_dn: 1.889722 loss_bbox_aux_dn: 0.676716 loss_giou_aux_dn: 2.151072 loss: 15.166839 eta: 44 days, 5:47:31 batch_cost: 1.1057 data_cost: 0.0121 ips: 7.2353 images/s
[08/07 21:09:48] ppdet.engine INFO: Epoch: [6] [41200/54024] learning_rate: 0.000100 loss_class: 0.712460 loss_bbox: 0.111815 loss_giou: 0.509208 loss_class_aux: 4.405155 loss_bbox_aux: 0.752398 loss_giou_aux: 3.152016 loss_class_dn: 0.351344 loss_bbox_dn: 0.104636 loss_giou_dn: 0.406049 loss_class_aux_dn: 1.912052 loss_bbox_aux_dn: 0.637673 loss_giou_aux_dn: 2.315824 loss: 15.932521 eta: 44 days, 5:47:50 batch_cost: 1.0994 data_cost: 0.0495 ips: 7.2765 images/s
[08/07 21:11:45] ppdet.engine INFO: Epoch: [6] [41300/54024] learning_rate: 0.000100 loss_class: 0.704670 loss_bbox: 0.117740 loss_giou: 0.546092 loss_class_aux: 4.380399 loss_bbox_aux: 0.762476 loss_giou_aux: 3.404118 loss_class_dn: 0.363478 loss_bbox_dn: 0.110688 loss_giou_dn: 0.419640 loss_class_aux_dn: 1.960838 loss_bbox_aux_dn: 0.678539 loss_giou_aux_dn: 2.373989 loss: 15.769839 eta: 44 days, 5:51:23 batch_cost: 1.1222 data_cost: 0.0593 ips: 7.1289 images/s
[08/07 21:13:35] ppdet.engine INFO: Epoch: [6] [41400/54024] learning_rate: 0.000100 loss_class: 0.685589 loss_bbox: 0.121727 loss_giou: 0.484139 loss_class_aux: 4.308941 loss_bbox_aux: 0.779807 loss_giou_aux: 2.987420 loss_class_dn: 0.342909 loss_bbox_dn: 0.114513 loss_giou_dn: 0.377893 loss_class_aux_dn: 1.869255 loss_bbox_aux_dn: 0.720970 loss_giou_aux_dn: 2.180528 loss: 15.871259 eta: 44 days, 5:44:36 batch_cost: 1.0497 data_cost: 0.0007 ips: 7.6215 images/s
[08/07 21:15:30] ppdet.engine INFO: Epoch: [6] [41500/54024] learning_rate: 0.000100 loss_class: 0.691325 loss_bbox: 0.103337 loss_giou: 0.482001 loss_class_aux: 4.310132 loss_bbox_aux: 0.660619 loss_giou_aux: 2.993370 loss_class_dn: 0.351692 loss_bbox_dn: 0.105924 loss_giou_dn: 0.394507 loss_class_aux_dn: 1.872473 loss_bbox_aux_dn: 0.646385 loss_giou_aux_dn: 2.231510 loss: 15.285966 eta: 44 days, 5:44:12 batch_cost: 1.0946 data_cost: 0.0749 ips: 7.3089 images/s
[08/07 21:17:38] ppdet.engine INFO: Epoch: [6] [41600/54024] learning_rate: 0.000100 loss_class: 0.721342 loss_bbox: 0.124179 loss_giou: 0.527732 loss_class_aux: 4.502910 loss_bbox_aux: 0.793905 loss_giou_aux: 3.273708 loss_class_dn: 0.369009 loss_bbox_dn: 0.119930 loss_giou_dn: 0.406765 loss_class_aux_dn: 1.995834 loss_bbox_aux_dn: 0.736064 loss_giou_aux_dn: 2.328551 loss: 16.280124 eta: 44 days, 6:02:52 batch_cost: 1.2296 data_cost: 0.0007 ips: 6.5062 images/s
[08/07 21:19:27] ppdet.engine INFO: Epoch: [6] [41700/54024] learning_rate: 0.000100 loss_class: 0.657372 loss_bbox: 0.116007 loss_giou: 0.489397 loss_class_aux: 4.184477 loss_bbox_aux: 0.749796 loss_giou_aux: 3.123301 loss_class_dn: 0.339428 loss_bbox_dn: 0.107703 loss_giou_dn: 0.384050 loss_class_aux_dn: 1.832914 loss_bbox_aux_dn: 0.658011 loss_giou_aux_dn: 2.239503 loss: 14.837180 eta: 44 days, 5:54:31 batch_cost: 1.0385 data_cost: 0.0007 ips: 7.7037 images/s
[08/07 21:21:26] ppdet.engine INFO: Epoch: [6] [41800/54024] learning_rate: 0.000100 loss_class: 0.706226 loss_bbox: 0.107333 loss_giou: 0.530860 loss_class_aux: 4.455181 loss_bbox_aux: 0.716586 loss_giou_aux: 3.300337 loss_class_dn: 0.368573 loss_bbox_dn: 0.104734 loss_giou_dn: 0.398954 loss_class_aux_dn: 2.001840 loss_bbox_aux_dn: 0.648157 loss_giou_aux_dn: 2.277533 loss: 16.080287 eta: 44 days, 6:00:26 batch_cost: 1.1398 data_cost: 0.0537 ips: 7.0186 images/s
[08/07 21:23:22] ppdet.engine INFO: Epoch: [6] [41900/54024] learning_rate: 0.000100 loss_class: 0.664940 loss_bbox: 0.108029 loss_giou: 0.463090 loss_class_aux: 4.226842 loss_bbox_aux: 0.705774 loss_giou_aux: 2.844611 loss_class_dn: 0.331153 loss_bbox_dn: 0.106231 loss_giou_dn: 0.365129 loss_class_aux_dn: 1.815059 loss_bbox_aux_dn: 0.647981 loss_giou_aux_dn: 2.095663 loss: 14.735353 eta: 44 days, 6:01:13 batch_cost: 1.1035 data_cost: 0.0644 ips: 7.2499 images/s
[08/07 21:25:14] ppdet.engine INFO: Epoch: [6] [42000/54024] learning_rate: 0.000100 loss_class: 0.727530 loss_bbox: 0.116732 loss_giou: 0.447076 loss_class_aux: 4.458148 loss_bbox_aux: 0.752403 loss_giou_aux: 2.808456 loss_class_dn: 0.342938 loss_bbox_dn: 0.112248 loss_giou_dn: 0.374293 loss_class_aux_dn: 1.889528 loss_bbox_aux_dn: 0.691703 loss_giou_aux_dn: 2.124872 loss: 15.180462 eta: 44 days, 5:57:37 batch_cost: 1.0723 data_cost: 0.0116 ips: 7.4609 images/s
[08/07 21:27:13] ppdet.engine INFO: Epoch: [6] [42100/54024] learning_rate: 0.000100 loss_class: 0.718868 loss_bbox: 0.109355 loss_giou: 0.532585 loss_class_aux: 4.508281 loss_bbox_aux: 0.748403 loss_giou_aux: 3.287445 loss_class_dn: 0.359411 loss_bbox_dn: 0.113054 loss_giou_dn: 0.392237 loss_class_aux_dn: 1.931659 loss_bbox_aux_dn: 0.676553 loss_giou_aux_dn: 2.229864 loss: 15.692253 eta: 44 days, 6:02:36 batch_cost: 1.1337 data_cost: 0.0007 ips: 7.0567 images/s
[08/07 21:29:05] ppdet.engine INFO: Epoch: [6] [42200/54024] learning_rate: 0.000100 loss_class: 0.712794 loss_bbox: 0.113416 loss_giou: 0.460718 loss_class_aux: 4.459857 loss_bbox_aux: 0.731147 loss_giou_aux: 2.956168 loss_class_dn: 0.346848 loss_bbox_dn: 0.106175 loss_giou_dn: 0.385837 loss_class_aux_dn: 1.868981 loss_bbox_aux_dn: 0.663391 loss_giou_aux_dn: 2.213376 loss: 15.092865 eta: 44 days, 5:57:55 batch_cost: 1.0644 data_cost: 0.0267 ips: 7.5162 images/s
[08/07 21:31:01] ppdet.engine INFO: Epoch: [6] [42300/54024] learning_rate: 0.000100 loss_class: 0.689459 loss_bbox: 0.109628 loss_giou: 0.471328 loss_class_aux: 4.342513 loss_bbox_aux: 0.714057 loss_giou_aux: 2.890171 loss_class_dn: 0.328392 loss_bbox_dn: 0.101174 loss_giou_dn: 0.373126 loss_class_aux_dn: 1.794078 loss_bbox_aux_dn: 0.636593 loss_giou_aux_dn: 2.166579 loss: 14.729156 eta: 44 days, 5:59:55 batch_cost: 1.1126 data_cost: 0.0007 ips: 7.1906 images/s
[08/07 21:32:51] ppdet.engine INFO: Epoch: [6] [42400/54024] learning_rate: 0.000100 loss_class: 0.689238 loss_bbox: 0.101979 loss_giou: 0.515482 loss_class_aux: 4.316487 loss_bbox_aux: 0.674271 loss_giou_aux: 3.226168 loss_class_dn: 0.346930 loss_bbox_dn: 0.103552 loss_giou_dn: 0.403505 loss_class_aux_dn: 1.868930 loss_bbox_aux_dn: 0.627117 loss_giou_aux_dn: 2.286493 loss: 15.784525 eta: 44 days, 5:52:01 batch_cost: 1.0411 data_cost: 0.0007 ips: 7.6844 images/s
[08/07 21:34:40] ppdet.engine INFO: Epoch: [6] [42500/54024] learning_rate: 0.000100 loss_class: 0.677525 loss_bbox: 0.114952 loss_giou: 0.547559 loss_class_aux: 4.275934 loss_bbox_aux: 0.748680 loss_giou_aux: 3.407615 loss_class_dn: 0.346582 loss_bbox_dn: 0.110920 loss_giou_dn: 0.414716 loss_class_aux_dn: 1.872996 loss_bbox_aux_dn: 0.673622 loss_giou_aux_dn: 2.318353 loss: 15.977110 eta: 44 days, 5:44:24 batch_cost: 1.0430 data_cost: 0.0007 ips: 7.6700 images/s
[08/07 21:36:42] ppdet.engine INFO: Epoch: [6] [42600/54024] learning_rate: 0.000100 loss_class: 0.705326 loss_bbox: 0.114696 loss_giou: 0.530935 loss_class_aux: 4.360385 loss_bbox_aux: 0.764010 loss_giou_aux: 3.282345 loss_class_dn: 0.341615 loss_bbox_dn: 0.106486 loss_giou_dn: 0.415237 loss_class_aux_dn: 1.840185 loss_bbox_aux_dn: 0.649838 loss_giou_aux_dn: 2.360386 loss: 15.482362 eta: 44 days, 5:54:23 batch_cost: 1.1705 data_cost: 0.0007 ips: 6.8348 images/s
[08/07 21:38:32] ppdet.engine INFO: Epoch: [6] [42700/54024] learning_rate: 0.000100 loss_class: 0.685413 loss_bbox: 0.107858 loss_giou: 0.490215 loss_class_aux: 4.321218 loss_bbox_aux: 0.705005 loss_giou_aux: 3.058529 loss_class_dn: 0.348344 loss_bbox_dn: 0.116112 loss_giou_dn: 0.398010 loss_class_aux_dn: 1.885484 loss_bbox_aux_dn: 0.709825 loss_giou_aux_dn: 2.249430 loss: 15.114444 eta: 44 days, 5:47:17 batch_cost: 1.0466 data_cost: 0.0007 ips: 7.6439 images/s
[08/07 21:40:24] ppdet.engine INFO: Epoch: [6] [42800/54024] learning_rate: 0.000100 loss_class: 0.693200 loss_bbox: 0.125511 loss_giou: 0.563610 loss_class_aux: 4.317150 loss_bbox_aux: 0.798754 loss_giou_aux: 3.544879 loss_class_dn: 0.372669 loss_bbox_dn: 0.115949 loss_giou_dn: 0.419708 loss_class_aux_dn: 1.986287 loss_bbox_aux_dn: 0.708687 loss_giou_aux_dn: 2.394845 loss: 16.463177 eta: 44 days, 5:43:11 batch_cost: 1.0684 data_cost: 0.0007 ips: 7.4881 images/s
[08/07 21:42:12] ppdet.engine INFO: Epoch: [6] [42900/54024] learning_rate: 0.000100 loss_class: 0.712349 loss_bbox: 0.109070 loss_giou: 0.509672 loss_class_aux: 4.422370 loss_bbox_aux: 0.704006 loss_giou_aux: 3.182591 loss_class_dn: 0.355653 loss_bbox_dn: 0.114699 loss_giou_dn: 0.394558 loss_class_aux_dn: 1.935560 loss_bbox_aux_dn: 0.698497 loss_giou_aux_dn: 2.273409 loss: 15.525671 eta: 44 days, 5:33:14 batch_cost: 1.0255 data_cost: 0.0007 ips: 7.8014 images/s
[08/07 21:44:03] ppdet.engine INFO: Epoch: [6] [43000/54024] learning_rate: 0.000100 loss_class: 0.693815 loss_bbox: 0.105575 loss_giou: 0.493321 loss_class_aux: 4.347129 loss_bbox_aux: 0.723933 loss_giou_aux: 3.103978 loss_class_dn: 0.353964 loss_bbox_dn: 0.108245 loss_giou_dn: 0.399332 loss_class_aux_dn: 1.957224 loss_bbox_aux_dn: 0.666139 loss_giou_aux_dn: 2.245385 loss: 15.762849 eta: 44 days, 5:27:30 batch_cost: 1.0561 data_cost: 0.0007 ips: 7.5750 images/s
[08/07 21:45:55] ppdet.engine INFO: Epoch: [6] [43100/54024] learning_rate: 0.000100 loss_class: 0.684678 loss_bbox: 0.110049 loss_giou: 0.522396 loss_class_aux: 4.341964 loss_bbox_aux: 0.706881 loss_giou_aux: 3.265877 loss_class_dn: 0.347618 loss_bbox_dn: 0.101277 loss_giou_dn: 0.388625 loss_class_aux_dn: 1.883827 loss_bbox_aux_dn: 0.627475 loss_giou_aux_dn: 2.227690 loss: 15.181942 eta: 44 days, 5:24:01 batch_cost: 1.0725 data_cost: 0.0007 ips: 7.4592 images/s
[08/07 21:47:48] ppdet.engine INFO: Epoch: [6] [43200/54024] learning_rate: 0.000100 loss_class: 0.676349 loss_bbox: 0.113515 loss_giou: 0.440357 loss_class_aux: 4.174710 loss_bbox_aux: 0.736133 loss_giou_aux: 2.769775 loss_class_dn: 0.324292 loss_bbox_dn: 0.104712 loss_giou_dn: 0.350925 loss_class_aux_dn: 1.777660 loss_bbox_aux_dn: 0.656314 loss_giou_aux_dn: 2.018148 loss: 14.115097 eta: 44 days, 5:21:35 batch_cost: 1.0802 data_cost: 0.0007 ips: 7.4060 images/s
[08/07 21:49:41] ppdet.engine INFO: Epoch: [6] [43300/54024] learning_rate: 0.000100 loss_class: 0.679528 loss_bbox: 0.109140 loss_giou: 0.487667 loss_class_aux: 4.359712 loss_bbox_aux: 0.717358 loss_giou_aux: 3.040471 loss_class_dn: 0.340618 loss_bbox_dn: 0.110246 loss_giou_dn: 0.380008 loss_class_aux_dn: 1.848458 loss_bbox_aux_dn: 0.661487 loss_giou_aux_dn: 2.169469 loss: 14.968056 eta: 44 days, 5:18:07 batch_cost: 1.0725 data_cost: 0.0007 ips: 7.4593 images/s
[08/07 21:51:32] ppdet.engine INFO: Epoch: [6] [43400/54024] learning_rate: 0.000100 loss_class: 0.703313 loss_bbox: 0.109802 loss_giou: 0.530267 loss_class_aux: 4.422312 loss_bbox_aux: 0.725666 loss_giou_aux: 3.302240 loss_class_dn: 0.357837 loss_bbox_dn: 0.104493 loss_giou_dn: 0.418358 loss_class_aux_dn: 1.906269 loss_bbox_aux_dn: 0.656209 loss_giou_aux_dn: 2.377871 loss: 15.995655 eta: 44 days, 5:12:53 batch_cost: 1.0594 data_cost: 0.0007 ips: 7.5514 images/s
[08/07 21:53:23] ppdet.engine INFO: Epoch: [6] [43500/54024] learning_rate: 0.000100 loss_class: 0.671096 loss_bbox: 0.102641 loss_giou: 0.454081 loss_class_aux: 4.268308 loss_bbox_aux: 0.675929 loss_giou_aux: 2.846600 loss_class_dn: 0.332156 loss_bbox_dn: 0.099543 loss_giou_dn: 0.354808 loss_class_aux_dn: 1.804967 loss_bbox_aux_dn: 0.620963 loss_giou_aux_dn: 2.041421 loss: 14.542811 eta: 44 days, 5:06:55 batch_cost: 1.0538 data_cost: 0.0007 ips: 7.5916 images/s
[08/07 21:55:13] ppdet.engine INFO: Epoch: [6] [43600/54024] learning_rate: 0.000100 loss_class: 0.678805 loss_bbox: 0.103976 loss_giou: 0.481166 loss_class_aux: 4.224816 loss_bbox_aux: 0.689732 loss_giou_aux: 2.995398 loss_class_dn: 0.346535 loss_bbox_dn: 0.107683 loss_giou_dn: 0.383429 loss_class_aux_dn: 1.862085 loss_bbox_aux_dn: 0.659812 loss_giou_aux_dn: 2.198876 loss: 15.190972 eta: 44 days, 5:00:49 batch_cost: 1.0527 data_cost: 0.0007 ips: 7.5992 images/s
[08/07 21:57:06] ppdet.engine INFO: Epoch: [6] [43700/54024] learning_rate: 0.000100 loss_class: 0.667236 loss_bbox: 0.106467 loss_giou: 0.445803 loss_class_aux: 4.130246 loss_bbox_aux: 0.687441 loss_giou_aux: 2.768046 loss_class_dn: 0.334244 loss_bbox_dn: 0.097128 loss_giou_dn: 0.360763 loss_class_aux_dn: 1.779591 loss_bbox_aux_dn: 0.614848 loss_giou_aux_dn: 2.066977 loss: 14.322962 eta: 44 days, 4:58:17 batch_cost: 1.0792 data_cost: 0.0007 ips: 7.4132 images/s
[08/07 21:59:00] ppdet.engine INFO: Epoch: [6] [43800/54024] learning_rate: 0.000100 loss_class: 0.688858 loss_bbox: 0.110684 loss_giou: 0.494528 loss_class_aux: 4.359695 loss_bbox_aux: 0.724807 loss_giou_aux: 3.073271 loss_class_dn: 0.348201 loss_bbox_dn: 0.104136 loss_giou_dn: 0.388413 loss_class_aux_dn: 1.880004 loss_bbox_aux_dn: 0.621766 loss_giou_aux_dn: 2.190396 loss: 15.239000 eta: 44 days, 4:56:22 batch_cost: 1.0836 data_cost: 0.0007 ips: 7.3827 images/s
[08/07 22:01:02] ppdet.engine INFO: Epoch: [6] [43900/54024] learning_rate: 0.000100 loss_class: 0.724011 loss_bbox: 0.121191 loss_giou: 0.545294 loss_class_aux: 4.457154 loss_bbox_aux: 0.773811 loss_giou_aux: 3.500619 loss_class_dn: 0.368248 loss_bbox_dn: 0.111529 loss_giou_dn: 0.417615 loss_class_aux_dn: 1.972803 loss_bbox_aux_dn: 0.705004 loss_giou_aux_dn: 2.380425 loss: 16.326162 eta: 44 days, 5:05:24 batch_cost: 1.1656 data_cost: 0.0536 ips: 6.8634 images/s
[08/07 22:02:51] ppdet.engine INFO: Epoch: [6] [44000/54024] learning_rate: 0.000100 loss_class: 0.752103 loss_bbox: 0.122043 loss_giou: 0.559625 loss_class_aux: 4.664057 loss_bbox_aux: 0.799900 loss_giou_aux: 3.422678 loss_class_dn: 0.373905 loss_bbox_dn: 0.110315 loss_giou_dn: 0.412524 loss_class_aux_dn: 2.002010 loss_bbox_aux_dn: 0.672695 loss_giou_aux_dn: 2.357702 loss: 16.237677 eta: 44 days, 4:57:26 batch_cost: 1.0386 data_cost: 0.0033 ips: 7.7030 images/s
[08/07 22:04:47] ppdet.engine INFO: Epoch: [6] [44100/54024] learning_rate: 0.000100 loss_class: 0.695631 loss_bbox: 0.113294 loss_giou: 0.516352 loss_class_aux: 4.270902 loss_bbox_aux: 0.735972 loss_giou_aux: 3.195646 loss_class_dn: 0.339243 loss_bbox_dn: 0.103662 loss_giou_dn: 0.393199 loss_class_aux_dn: 1.829974 loss_bbox_aux_dn: 0.637497 loss_giou_aux_dn: 2.263572 loss: 14.834713 eta: 44 days, 4:59:34 batch_cost: 1.1141 data_cost: 0.0558 ips: 7.1807 images/s
[08/07 22:06:40] ppdet.engine INFO: Epoch: [6] [44200/54024] learning_rate: 0.000100 loss_class: 0.665049 loss_bbox: 0.109161 loss_giou: 0.468069 loss_class_aux: 4.181787 loss_bbox_aux: 0.717991 loss_giou_aux: 2.961687 loss_class_dn: 0.328952 loss_bbox_dn: 0.103714 loss_giou_dn: 0.374705 loss_class_aux_dn: 1.766521 loss_bbox_aux_dn: 0.637488 loss_giou_aux_dn: 2.149530 loss: 14.071287 eta: 44 days, 4:56:01 batch_cost: 1.0716 data_cost: 0.0007 ips: 7.4657 images/s
[08/07 22:08:40] ppdet.engine INFO: Epoch: [6] [44300/54024] learning_rate: 0.000100 loss_class: 0.699417 loss_bbox: 0.119087 loss_giou: 0.495134 loss_class_aux: 4.426130 loss_bbox_aux: 0.770318 loss_giou_aux: 3.051811 loss_class_dn: 0.344113 loss_bbox_dn: 0.105471 loss_giou_dn: 0.379290 loss_class_aux_dn: 1.874369 loss_bbox_aux_dn: 0.665544 loss_giou_aux_dn: 2.188444 loss: 15.371597 eta: 44 days, 5:03:10 batch_cost: 1.1522 data_cost: 0.0007 ips: 6.9430 images/s
[08/07 22:10:29] ppdet.engine INFO: Epoch: [6] [44400/54024] learning_rate: 0.000100 loss_class: 0.674344 loss_bbox: 0.105518 loss_giou: 0.498784 loss_class_aux: 4.191422 loss_bbox_aux: 0.706409 loss_giou_aux: 3.112321 loss_class_dn: 0.346149 loss_bbox_dn: 0.100027 loss_giou_dn: 0.383031 loss_class_aux_dn: 1.882848 loss_bbox_aux_dn: 0.625813 loss_giou_aux_dn: 2.170858 loss: 14.851192 eta: 44 days, 4:55:26 batch_cost: 1.0400 data_cost: 0.0007 ips: 7.6923 images/s
[08/07 22:12:17] ppdet.engine INFO: Epoch: [6] [44500/54024] learning_rate: 0.000100 loss_class: 0.675497 loss_bbox: 0.112098 loss_giou: 0.512639 loss_class_aux: 4.302658 loss_bbox_aux: 0.733544 loss_giou_aux: 3.179886 loss_class_dn: 0.351113 loss_bbox_dn: 0.104662 loss_giou_dn: 0.395877 loss_class_aux_dn: 1.885790 loss_bbox_aux_dn: 0.635593 loss_giou_aux_dn: 2.251375 loss: 15.393411 eta: 44 days, 4:45:33 batch_cost: 1.0234 data_cost: 0.0106 ips: 7.8172 images/s
[08/07 22:14:09] ppdet.engine INFO: Epoch: [6] [44600/54024] learning_rate: 0.000100 loss_class: 0.683755 loss_bbox: 0.113876 loss_giou: 0.500361 loss_class_aux: 4.290405 loss_bbox_aux: 0.747120 loss_giou_aux: 3.054950 loss_class_dn: 0.334668 loss_bbox_dn: 0.112671 loss_giou_dn: 0.385052 loss_class_aux_dn: 1.819632 loss_bbox_aux_dn: 0.671157 loss_giou_aux_dn: 2.172520 loss: 14.785673 eta: 44 days, 4:42:40 batch_cost: 1.0764 data_cost: 0.0101 ips: 7.4321 images/s
[08/07 22:15:59] ppdet.engine INFO: Epoch: [6] [44700/54024] learning_rate: 0.000100 loss_class: 0.661832 loss_bbox: 0.106490 loss_giou: 0.471288 loss_class_aux: 4.205151 loss_bbox_aux: 0.700210 loss_giou_aux: 2.971725 loss_class_dn: 0.342164 loss_bbox_dn: 0.099655 loss_giou_dn: 0.381450 loss_class_aux_dn: 1.804320 loss_bbox_aux_dn: 0.641550 loss_giou_aux_dn: 2.162733 loss: 14.807168 eta: 44 days, 4:35:28 batch_cost: 1.0434 data_cost: 0.0105 ips: 7.6675 images/s
[08/07 22:17:50] ppdet.engine INFO: Epoch: [6] [44800/54024] learning_rate: 0.000100 loss_class: 0.692094 loss_bbox: 0.110623 loss_giou: 0.480563 loss_class_aux: 4.381375 loss_bbox_aux: 0.718066 loss_giou_aux: 3.025963 loss_class_dn: 0.342198 loss_bbox_dn: 0.119874 loss_giou_dn: 0.387531 loss_class_aux_dn: 1.859103 loss_bbox_aux_dn: 0.707175 loss_giou_aux_dn: 2.217514 loss: 14.761936 eta: 44 days, 4:30:16 batch_cost: 1.0585 data_cost: 0.0007 ips: 7.5577 images/s
[08/07 22:19:40] ppdet.engine INFO: Epoch: [6] [44900/54024] learning_rate: 0.000100 loss_class: 0.705309 loss_bbox: 0.116865 loss_giou: 0.517554 loss_class_aux: 4.345384 loss_bbox_aux: 0.753166 loss_giou_aux: 3.228751 loss_class_dn: 0.359087 loss_bbox_dn: 0.113747 loss_giou_dn: 0.404320 loss_class_aux_dn: 1.913373 loss_bbox_aux_dn: 0.665067 loss_giou_aux_dn: 2.306797 loss: 16.003643 eta: 44 days, 4:23:51 batch_cost: 1.0492 data_cost: 0.0065 ips: 7.6252 images/s
[08/07 22:21:33] ppdet.engine INFO: Epoch: [6] [45000/54024] learning_rate: 0.000100 loss_class: 0.696446 loss_bbox: 0.107254 loss_giou: 0.486603 loss_class_aux: 4.325094 loss_bbox_aux: 0.708672 loss_giou_aux: 3.082950 loss_class_dn: 0.348018 loss_bbox_dn: 0.108489 loss_giou_dn: 0.378019 loss_class_aux_dn: 1.863090 loss_bbox_aux_dn: 0.674681 loss_giou_aux_dn: 2.151940 loss: 15.095181 eta: 44 days, 4:21:04 batch_cost: 1.0767 data_cost: 0.0007 ips: 7.4298 images/s
[08/07 22:23:26] ppdet.engine INFO: Epoch: [6] [45100/54024] learning_rate: 0.000100 loss_class: 0.720910 loss_bbox: 0.124832 loss_giou: 0.586069 loss_class_aux: 4.514336 loss_bbox_aux: 0.811665 loss_giou_aux: 3.648252 loss_class_dn: 0.375708 loss_bbox_dn: 0.114360 loss_giou_dn: 0.427454 loss_class_aux_dn: 2.008691 loss_bbox_aux_dn: 0.675152 loss_giou_aux_dn: 2.433709 loss: 16.612504 eta: 44 days, 4:18:34 batch_cost: 1.0790 data_cost: 0.0007 ips: 7.4143 images/s
[08/07 22:25:18] ppdet.engine INFO: Epoch: [6] [45200/54024] learning_rate: 0.000100 loss_class: 0.676093 loss_bbox: 0.112734 loss_giou: 0.511317 loss_class_aux: 4.326155 loss_bbox_aux: 0.739911 loss_giou_aux: 3.197194 loss_class_dn: 0.348205 loss_bbox_dn: 0.109421 loss_giou_dn: 0.402110 loss_class_aux_dn: 1.874086 loss_bbox_aux_dn: 0.643192 loss_giou_aux_dn: 2.254567 loss: 15.048434 eta: 44 days, 4:13:59 batch_cost: 1.0628 data_cost: 0.0007 ips: 7.5269 images/s
[08/07 22:27:08] ppdet.engine INFO: Epoch: [6] [45300/54024] learning_rate: 0.000100 loss_class: 0.660290 loss_bbox: 0.107917 loss_giou: 0.466433 loss_class_aux: 4.207403 loss_bbox_aux: 0.682302 loss_giou_aux: 2.937110 loss_class_dn: 0.336520 loss_bbox_dn: 0.104711 loss_giou_dn: 0.361619 loss_class_aux_dn: 1.807182 loss_bbox_aux_dn: 0.642815 loss_giou_aux_dn: 2.104014 loss: 14.800458 eta: 44 days, 4:08:13 batch_cost: 1.0537 data_cost: 0.0035 ips: 7.5923 images/s
[08/07 22:29:08] ppdet.engine INFO: Epoch: [6] [45400/54024] learning_rate: 0.000100 loss_class: 0.669942 loss_bbox: 0.102379 loss_giou: 0.479624 loss_class_aux: 4.160125 loss_bbox_aux: 0.663093 loss_giou_aux: 2.998091 loss_class_dn: 0.331708 loss_bbox_dn: 0.096318 loss_giou_dn: 0.379537 loss_class_aux_dn: 1.794556 loss_bbox_aux_dn: 0.602503 loss_giou_aux_dn: 2.084433 loss: 14.330111 eta: 44 days, 4:14:05 batch_cost: 1.1434 data_cost: 0.0009 ips: 6.9965 images/s
[08/07 22:31:00] ppdet.engine INFO: Epoch: [6] [45500/54024] learning_rate: 0.000100 loss_class: 0.709329 loss_bbox: 0.110077 loss_giou: 0.484451 loss_class_aux: 4.452421 loss_bbox_aux: 0.699662 loss_giou_aux: 2.993734 loss_class_dn: 0.347958 loss_bbox_dn: 0.107281 loss_giou_dn: 0.387223 loss_class_aux_dn: 1.874184 loss_bbox_aux_dn: 0.677051 loss_giou_aux_dn: 2.206916 loss: 14.885427 eta: 44 days, 4:10:22 batch_cost: 1.0696 data_cost: 0.0007 ips: 7.4798 images/s
[08/07 22:32:53] ppdet.engine INFO: Epoch: [6] [45600/54024] learning_rate: 0.000100 loss_class: 0.684115 loss_bbox: 0.112396 loss_giou: 0.533508 loss_class_aux: 4.224002 loss_bbox_aux: 0.746795 loss_giou_aux: 3.320941 loss_class_dn: 0.341283 loss_bbox_dn: 0.112447 loss_giou_dn: 0.402217 loss_class_aux_dn: 1.850084 loss_bbox_aux_dn: 0.680521 loss_giou_aux_dn: 2.269933 loss: 14.907358 eta: 44 days, 4:08:02 batch_cost: 1.0802 data_cost: 0.0007 ips: 7.4064 images/s
[08/07 22:34:45] ppdet.engine INFO: Epoch: [6] [45700/54024] learning_rate: 0.000100 loss_class: 0.697255 loss_bbox: 0.112860 loss_giou: 0.461490 loss_class_aux: 4.355552 loss_bbox_aux: 0.745494 loss_giou_aux: 2.881637 loss_class_dn: 0.347397 loss_bbox_dn: 0.110557 loss_giou_dn: 0.363385 loss_class_aux_dn: 1.882472 loss_bbox_aux_dn: 0.673319 loss_giou_aux_dn: 2.091580 loss: 15.011684 eta: 44 days, 4:04:00 batch_cost: 1.0668 data_cost: 0.0007 ips: 7.4992 images/s
[08/07 22:36:53] ppdet.engine INFO: Epoch: [6] [45800/54024] learning_rate: 0.000100 loss_class: 0.729694 loss_bbox: 0.115384 loss_giou: 0.490883 loss_class_aux: 4.535514 loss_bbox_aux: 0.768562 loss_giou_aux: 3.035502 loss_class_dn: 0.379493 loss_bbox_dn: 0.107085 loss_giou_dn: 0.392139 loss_class_aux_dn: 2.036094 loss_bbox_aux_dn: 0.660543 loss_giou_aux_dn: 2.242305 loss: 16.020446 eta: 44 days, 4:20:16 batch_cost: 1.2254 data_cost: 0.0007 ips: 6.5285 images/s
[08/07 22:38:45] ppdet.engine INFO: Epoch: [6] [45900/54024] learning_rate: 0.000100 loss_class: 0.736407 loss_bbox: 0.115711 loss_giou: 0.521988 loss_class_aux: 4.593160 loss_bbox_aux: 0.752633 loss_giou_aux: 3.192369 loss_class_dn: 0.375311 loss_bbox_dn: 0.106449 loss_giou_dn: 0.403336 loss_class_aux_dn: 2.014737 loss_bbox_aux_dn: 0.646169 loss_giou_aux_dn: 2.313167 loss: 16.162184 eta: 44 days, 4:16:32 batch_cost: 1.0694 data_cost: 0.0007 ips: 7.4809 images/s
[08/07 22:40:31] ppdet.engine INFO: Epoch: [6] [46000/54024] learning_rate: 0.000100 loss_class: 0.701859 loss_bbox: 0.109446 loss_giou: 0.504126 loss_class_aux: 4.370139 loss_bbox_aux: 0.713796 loss_giou_aux: 3.229178 loss_class_dn: 0.360597 loss_bbox_dn: 0.105208 loss_giou_dn: 0.389423 loss_class_aux_dn: 1.924691 loss_bbox_aux_dn: 0.656891 loss_giou_aux_dn: 2.228650 loss: 15.754647 eta: 44 days, 4:05:53 batch_cost: 1.0151 data_cost: 0.0007 ips: 7.8807 images/s
[08/07 22:42:21] ppdet.engine INFO: Epoch: [6] [46100/54024] learning_rate: 0.000100 loss_class: 0.650783 loss_bbox: 0.106560 loss_giou: 0.459983 loss_class_aux: 4.060391 loss_bbox_aux: 0.698310 loss_giou_aux: 2.933445 loss_class_dn: 0.336314 loss_bbox_dn: 0.097800 loss_giou_dn: 0.369173 loss_class_aux_dn: 1.815788 loss_bbox_aux_dn: 0.608910 loss_giou_aux_dn: 2.073185 loss: 14.532459 eta: 44 days, 3:58:51 batch_cost: 1.0432 data_cost: 0.0007 ips: 7.6685 images/s
[08/07 22:44:13] ppdet.engine INFO: Epoch: [6] [46200/54024] learning_rate: 0.000100 loss_class: 0.695662 loss_bbox: 0.110424 loss_giou: 0.434392 loss_class_aux: 4.261372 loss_bbox_aux: 0.718070 loss_giou_aux: 2.713153 loss_class_dn: 0.332488 loss_bbox_dn: 0.110293 loss_giou_dn: 0.342017 loss_class_aux_dn: 1.843763 loss_bbox_aux_dn: 0.676510 loss_giou_aux_dn: 1.926404 loss: 14.134867 eta: 44 days, 3:54:45 batch_cost: 1.0662 data_cost: 0.0240 ips: 7.5035 images/s
[08/07 22:46:01] ppdet.engine INFO: Epoch: [6] [46300/54024] learning_rate: 0.000100 loss_class: 0.718946 loss_bbox: 0.109231 loss_giou: 0.524299 loss_class_aux: 4.466730 loss_bbox_aux: 0.709293 loss_giou_aux: 3.321899 loss_class_dn: 0.360523 loss_bbox_dn: 0.098991 loss_giou_dn: 0.406345 loss_class_aux_dn: 1.937942 loss_bbox_aux_dn: 0.618449 loss_giou_aux_dn: 2.309114 loss: 15.821547 eta: 44 days, 3:47:04 batch_cost: 1.0379 data_cost: 0.0007 ips: 7.7081 images/s
[08/07 22:47:49] ppdet.engine INFO: Epoch: [6] [46400/54024] learning_rate: 0.000100 loss_class: 0.731812 loss_bbox: 0.113059 loss_giou: 0.514031 loss_class_aux: 4.549975 loss_bbox_aux: 0.734200 loss_giou_aux: 3.177316 loss_class_dn: 0.362678 loss_bbox_dn: 0.104143 loss_giou_dn: 0.401673 loss_class_aux_dn: 1.990562 loss_bbox_aux_dn: 0.649577 loss_giou_aux_dn: 2.326018 loss: 15.950446 eta: 44 days, 3:37:56 batch_cost: 1.0261 data_cost: 0.0007 ips: 7.7967 images/s
[08/07 22:49:38] ppdet.engine INFO: Epoch: [6] [46500/54024] learning_rate: 0.000100 loss_class: 0.730047 loss_bbox: 0.113887 loss_giou: 0.567529 loss_class_aux: 4.578862 loss_bbox_aux: 0.722084 loss_giou_aux: 3.477344 loss_class_dn: 0.367516 loss_bbox_dn: 0.107822 loss_giou_dn: 0.427777 loss_class_aux_dn: 1.963640 loss_bbox_aux_dn: 0.650083 loss_giou_aux_dn: 2.422022 loss: 16.001148 eta: 44 days, 3:29:58 batch_cost: 1.0351 data_cost: 0.0010 ips: 7.7289 images/s
[08/07 22:51:31] ppdet.engine INFO: Epoch: [6] [46600/54024] learning_rate: 0.000100 loss_class: 0.685431 loss_bbox: 0.110057 loss_giou: 0.490731 loss_class_aux: 4.259091 loss_bbox_aux: 0.702930 loss_giou_aux: 3.066326 loss_class_dn: 0.355101 loss_bbox_dn: 0.105103 loss_giou_dn: 0.387072 loss_class_aux_dn: 1.893582 loss_bbox_aux_dn: 0.638526 loss_giou_aux_dn: 2.218442 loss: 15.218552 eta: 44 days, 3:27:03 batch_cost: 1.0751 data_cost: 0.0007 ips: 7.4412 images/s
[08/07 22:53:23] ppdet.engine INFO: Epoch: [6] [46700/54024] learning_rate: 0.000100 loss_class: 0.688417 loss_bbox: 0.113617 loss_giou: 0.546695 loss_class_aux: 4.338126 loss_bbox_aux: 0.724483 loss_giou_aux: 3.436130 loss_class_dn: 0.354701 loss_bbox_dn: 0.111671 loss_giou_dn: 0.411656 loss_class_aux_dn: 1.914157 loss_bbox_aux_dn: 0.679846 loss_giou_aux_dn: 2.380097 loss: 15.735627 eta: 44 days, 3:23:07 batch_cost: 1.0669 data_cost: 0.0030 ips: 7.4982 images/s
[08/07 22:55:17] ppdet.engine INFO: Epoch: [6] [46800/54024] learning_rate: 0.000100 loss_class: 0.692860 loss_bbox: 0.109076 loss_giou: 0.480663 loss_class_aux: 4.257887 loss_bbox_aux: 0.699098 loss_giou_aux: 3.052118 loss_class_dn: 0.338613 loss_bbox_dn: 0.098350 loss_giou_dn: 0.379048 loss_class_aux_dn: 1.834007 loss_bbox_aux_dn: 0.620994 loss_giou_aux_dn: 2.144354 loss: 14.781733 eta: 44 days, 3:22:12 batch_cost: 1.0909 data_cost: 0.0387 ips: 7.3332 images/s
[08/07 22:57:07] ppdet.engine INFO: Epoch: [6] [46900/54024] learning_rate: 0.000100 loss_class: 0.718448 loss_bbox: 0.117520 loss_giou: 0.506986 loss_class_aux: 4.458504 loss_bbox_aux: 0.753242 loss_giou_aux: 3.123845 loss_class_dn: 0.343516 loss_bbox_dn: 0.115183 loss_giou_dn: 0.395914 loss_class_aux_dn: 1.890396 loss_bbox_aux_dn: 0.696424 loss_giou_aux_dn: 2.271479 loss: 15.093575 eta: 44 days, 3:15:47 batch_cost: 1.0470 data_cost: 0.0007 ips: 7.6412 images/s
[08/07 22:59:07] ppdet.engine INFO: Epoch: [6] [47000/54024] learning_rate: 0.000100 loss_class: 0.687894 loss_bbox: 0.108434 loss_giou: 0.500829 loss_class_aux: 4.298814 loss_bbox_aux: 0.700845 loss_giou_aux: 3.125496 loss_class_dn: 0.345722 loss_bbox_dn: 0.102830 loss_giou_dn: 0.372246 loss_class_aux_dn: 1.840725 loss_bbox_aux_dn: 0.643117 loss_giou_aux_dn: 2.156154 loss: 15.288241 eta: 44 days, 3:22:15 batch_cost: 1.1500 data_cost: 0.0007 ips: 6.9568 images/s
[08/07 23:00:57] ppdet.engine INFO: Epoch: [6] [47100/54024] learning_rate: 0.000100 loss_class: 0.650973 loss_bbox: 0.105992 loss_giou: 0.504351 loss_class_aux: 4.066398 loss_bbox_aux: 0.698464 loss_giou_aux: 3.176070 loss_class_dn: 0.336039 loss_bbox_dn: 0.101325 loss_giou_dn: 0.382507 loss_class_aux_dn: 1.799592 loss_bbox_aux_dn: 0.656822 loss_giou_aux_dn: 2.161750 loss: 14.499329 eta: 44 days, 3:16:38 batch_cost: 1.0533 data_cost: 0.0007 ips: 7.5951 images/s
[08/07 23:02:48] ppdet.engine INFO: Epoch: [6] [47200/54024] learning_rate: 0.000100 loss_class: 0.710667 loss_bbox: 0.114213 loss_giou: 0.528678 loss_class_aux: 4.421674 loss_bbox_aux: 0.755880 loss_giou_aux: 3.248939 loss_class_dn: 0.357422 loss_bbox_dn: 0.099410 loss_giou_dn: 0.406987 loss_class_aux_dn: 1.924680 loss_bbox_aux_dn: 0.630609 loss_giou_aux_dn: 2.287299 loss: 15.753151 eta: 44 days, 3:10:45 batch_cost: 1.0510 data_cost: 0.0007 ips: 7.6116 images/s
[08/07 23:04:47] ppdet.engine INFO: Epoch: [6] [47300/54024] learning_rate: 0.000100 loss_class: 0.666821 loss_bbox: 0.109248 loss_giou: 0.460898 loss_class_aux: 4.185853 loss_bbox_aux: 0.709928 loss_giou_aux: 2.912108 loss_class_dn: 0.338602 loss_bbox_dn: 0.107407 loss_giou_dn: 0.363303 loss_class_aux_dn: 1.845779 loss_bbox_aux_dn: 0.650605 loss_giou_aux_dn: 2.069022 loss: 14.857795 eta: 44 days, 3:15:52 batch_cost: 1.1396 data_cost: 0.0007 ips: 7.0202 images/s
[08/07 23:06:47] ppdet.engine INFO: Epoch: [6] [47400/54024] learning_rate: 0.000100 loss_class: 0.718834 loss_bbox: 0.115613 loss_giou: 0.510700 loss_class_aux: 4.499958 loss_bbox_aux: 0.754962 loss_giou_aux: 3.188632 loss_class_dn: 0.352836 loss_bbox_dn: 0.110897 loss_giou_dn: 0.397181 loss_class_aux_dn: 1.871249 loss_bbox_aux_dn: 0.696887 loss_giou_aux_dn: 2.289765 loss: 15.736797 eta: 44 days, 3:21:58 batch_cost: 1.1477 data_cost: 0.1062 ips: 6.9704 images/s
[08/07 23:08:37] ppdet.engine INFO: Epoch: [6] [47500/54024] learning_rate: 0.000100 loss_class: 0.650635 loss_bbox: 0.117428 loss_giou: 0.501912 loss_class_aux: 4.175930 loss_bbox_aux: 0.745578 loss_giou_aux: 3.134657 loss_class_dn: 0.340231 loss_bbox_dn: 0.108627 loss_giou_dn: 0.391565 loss_class_aux_dn: 1.849022 loss_bbox_aux_dn: 0.684987 loss_giou_aux_dn: 2.194544 loss: 14.674803 eta: 44 days, 3:15:55 batch_cost: 1.0497 data_cost: 0.0053 ips: 7.6212 images/s
[08/07 23:10:29] ppdet.engine INFO: Epoch: [6] [47600/54024] learning_rate: 0.000100 loss_class: 0.668742 loss_bbox: 0.105511 loss_giou: 0.519467 loss_class_aux: 4.137923 loss_bbox_aux: 0.699930 loss_giou_aux: 3.221185 loss_class_dn: 0.340617 loss_bbox_dn: 0.108583 loss_giou_dn: 0.383222 loss_class_aux_dn: 1.827687 loss_bbox_aux_dn: 0.665234 loss_giou_aux_dn: 2.204650 loss: 14.914289 eta: 44 days, 3:11:30 batch_cost: 1.0627 data_cost: 0.0007 ips: 7.5278 images/s
[08/07 23:12:16] ppdet.engine INFO: Epoch: [6] [47700/54024] learning_rate: 0.000100 loss_class: 0.666463 loss_bbox: 0.106370 loss_giou: 0.499037 loss_class_aux: 4.118650 loss_bbox_aux: 0.664901 loss_giou_aux: 3.187914 loss_class_dn: 0.335760 loss_bbox_dn: 0.102251 loss_giou_dn: 0.400876 loss_class_aux_dn: 1.806257 loss_bbox_aux_dn: 0.632853 loss_giou_aux_dn: 2.236908 loss: 15.161934 eta: 44 days, 3:01:23 batch_cost: 1.0163 data_cost: 0.0007 ips: 7.8721 images/s
[08/07 23:14:14] ppdet.engine INFO: Epoch: [6] [47800/54024] learning_rate: 0.000100 loss_class: 0.712253 loss_bbox: 0.115139 loss_giou: 0.569153 loss_class_aux: 4.421313 loss_bbox_aux: 0.748191 loss_giou_aux: 3.522713 loss_class_dn: 0.366244 loss_bbox_dn: 0.105504 loss_giou_dn: 0.430104 loss_class_aux_dn: 1.966070 loss_bbox_aux_dn: 0.640272 loss_giou_aux_dn: 2.424759 loss: 16.293976 eta: 44 days, 3:05:35 batch_cost: 1.1328 data_cost: 0.0007 ips: 7.0622 images/s
[08/07 23:16:06] ppdet.engine INFO: Epoch: [6] [47900/54024] learning_rate: 0.000100 loss_class: 0.695683 loss_bbox: 0.113749 loss_giou: 0.557199 loss_class_aux: 4.225856 loss_bbox_aux: 0.729474 loss_giou_aux: 3.403769 loss_class_dn: 0.343514 loss_bbox_dn: 0.111608 loss_giou_dn: 0.400518 loss_class_aux_dn: 1.876002 loss_bbox_aux_dn: 0.670077 loss_giou_aux_dn: 2.231432 loss: 15.283964 eta: 44 days, 3:01:25 batch_cost: 1.0645 data_cost: 0.0007 ips: 7.5150 images/s
[08/07 23:18:07] ppdet.engine INFO: Epoch: [6] [48000/54024] learning_rate: 0.000100 loss_class: 0.680083 loss_bbox: 0.110707 loss_giou: 0.479086 loss_class_aux: 4.226007 loss_bbox_aux: 0.717081 loss_giou_aux: 3.000579 loss_class_dn: 0.338859 loss_bbox_dn: 0.101294 loss_giou_dn: 0.377296 loss_class_aux_dn: 1.784514 loss_bbox_aux_dn: 0.627918 loss_giou_aux_dn: 2.129958 loss: 14.440204 eta: 44 days, 3:08:57 batch_cost: 1.1602 data_cost: 0.0007 ips: 6.8954 images/s
[08/07 23:19:56] ppdet.engine INFO: Epoch: [6] [48100/54024] learning_rate: 0.000100 loss_class: 0.716995 loss_bbox: 0.113812 loss_giou: 0.552863 loss_class_aux: 4.483241 loss_bbox_aux: 0.778198 loss_giou_aux: 3.486273 loss_class_dn: 0.360956 loss_bbox_dn: 0.110947 loss_giou_dn: 0.418558 loss_class_aux_dn: 1.960563 loss_bbox_aux_dn: 0.671735 loss_giou_aux_dn: 2.357838 loss: 15.778754 eta: 44 days, 3:01:07 batch_cost: 1.0346 data_cost: 0.0007 ips: 7.7324 images/s
[08/07 23:21:47] ppdet.engine INFO: Epoch: [6] [48200/54024] learning_rate: 0.000100 loss_class: 0.683345 loss_bbox: 0.108248 loss_giou: 0.482153 loss_class_aux: 4.220140 loss_bbox_aux: 0.713012 loss_giou_aux: 3.041189 loss_class_dn: 0.347771 loss_bbox_dn: 0.097548 loss_giou_dn: 0.369928 loss_class_aux_dn: 1.932584 loss_bbox_aux_dn: 0.611450 loss_giou_aux_dn: 2.137626 loss: 14.983339 eta: 44 days, 2:56:27 batch_cost: 1.0603 data_cost: 0.0007 ips: 7.5448 images/s
[08/07 23:23:36] ppdet.engine INFO: Epoch: [6] [48300/54024] learning_rate: 0.000100 loss_class: 0.702396 loss_bbox: 0.114768 loss_giou: 0.513275 loss_class_aux: 4.330568 loss_bbox_aux: 0.735063 loss_giou_aux: 3.203662 loss_class_dn: 0.336600 loss_bbox_dn: 0.104281 loss_giou_dn: 0.384594 loss_class_aux_dn: 1.831711 loss_bbox_aux_dn: 0.662761 loss_giou_aux_dn: 2.170222 loss: 15.110061 eta: 44 days, 2:49:51 batch_cost: 1.0442 data_cost: 0.0007 ips: 7.6611 images/s
[08/07 23:25:26] ppdet.engine INFO: Epoch: [6] [48400/54024] learning_rate: 0.000100 loss_class: 0.692556 loss_bbox: 0.115582 loss_giou: 0.489370 loss_class_aux: 4.310818 loss_bbox_aux: 0.765236 loss_giou_aux: 3.060245 loss_class_dn: 0.351686 loss_bbox_dn: 0.106845 loss_giou_dn: 0.389692 loss_class_aux_dn: 1.913137 loss_bbox_aux_dn: 0.646508 loss_giou_aux_dn: 2.242211 loss: 15.535190 eta: 44 days, 2:43:33 batch_cost: 1.0467 data_cost: 0.0007 ips: 7.6429 images/s
[08/07 23:27:24] ppdet.engine INFO: Epoch: [6] [48500/54024] learning_rate: 0.000100 loss_class: 0.714102 loss_bbox: 0.113713 loss_giou: 0.505031 loss_class_aux: 4.432220 loss_bbox_aux: 0.755141 loss_giou_aux: 3.183414 loss_class_dn: 0.352395 loss_bbox_dn: 0.110189 loss_giou_dn: 0.409313 loss_class_aux_dn: 1.910701 loss_bbox_aux_dn: 0.685985 loss_giou_aux_dn: 2.345538 loss: 16.022726 eta: 44 days, 2:46:51 batch_cost: 1.1258 data_cost: 0.0007 ips: 7.1060 images/s
[08/07 23:29:19] ppdet.engine INFO: Epoch: [6] [48600/54024] learning_rate: 0.000100 loss_class: 0.694693 loss_bbox: 0.114160 loss_giou: 0.467785 loss_class_aux: 4.275403 loss_bbox_aux: 0.738663 loss_giou_aux: 2.938827 loss_class_dn: 0.354036 loss_bbox_dn: 0.108858 loss_giou_dn: 0.386865 loss_class_aux_dn: 1.902096 loss_bbox_aux_dn: 0.672852 loss_giou_aux_dn: 2.210785 loss: 15.056273 eta: 44 days, 2:46:31 batch_cost: 1.0960 data_cost: 0.0506 ips: 7.2995 images/s
[08/07 23:31:12] ppdet.engine INFO: Epoch: [6] [48700/54024] learning_rate: 0.000100 loss_class: 0.683205 loss_bbox: 0.114702 loss_giou: 0.469441 loss_class_aux: 4.277419 loss_bbox_aux: 0.749450 loss_giou_aux: 2.914313 loss_class_dn: 0.346734 loss_bbox_dn: 0.107156 loss_giou_dn: 0.367772 loss_class_aux_dn: 1.879490 loss_bbox_aux_dn: 0.651326 loss_giou_aux_dn: 2.127831 loss: 15.059452 eta: 44 days, 2:43:44 batch_cost: 1.0757 data_cost: 0.0007 ips: 7.4372 images/s
[08/07 23:33:00] ppdet.engine INFO: Epoch: [6] [48800/54024] learning_rate: 0.000100 loss_class: 0.721814 loss_bbox: 0.116822 loss_giou: 0.525963 loss_class_aux: 4.390653 loss_bbox_aux: 0.783732 loss_giou_aux: 3.299687 loss_class_dn: 0.356712 loss_bbox_dn: 0.109313 loss_giou_dn: 0.395735 loss_class_aux_dn: 1.942673 loss_bbox_aux_dn: 0.667734 loss_giou_aux_dn: 2.215925 loss: 15.830599 eta: 44 days, 2:35:28 batch_cost: 1.0300 data_cost: 0.0274 ips: 7.7668 images/s
[08/07 23:34:48] ppdet.engine INFO: Epoch: [6] [48900/54024] learning_rate: 0.000100 loss_class: 0.676634 loss_bbox: 0.115132 loss_giou: 0.498463 loss_class_aux: 4.256573 loss_bbox_aux: 0.752531 loss_giou_aux: 3.123321 loss_class_dn: 0.339742 loss_bbox_dn: 0.114643 loss_giou_dn: 0.382294 loss_class_aux_dn: 1.863971 loss_bbox_aux_dn: 0.681332 loss_giou_aux_dn: 2.146822 loss: 14.865048 eta: 44 days, 2:27:02 batch_cost: 1.0282 data_cost: 0.0007 ips: 7.7803 images/s
[08/07 23:36:39] ppdet.engine INFO: Epoch: [6] [49000/54024] learning_rate: 0.000100 loss_class: 0.744470 loss_bbox: 0.113296 loss_giou: 0.519385 loss_class_aux: 4.676951 loss_bbox_aux: 0.745704 loss_giou_aux: 3.210069 loss_class_dn: 0.365242 loss_bbox_dn: 0.118387 loss_giou_dn: 0.399139 loss_class_aux_dn: 1.964326 loss_bbox_aux_dn: 0.719098 loss_giou_aux_dn: 2.320319 loss: 16.055088 eta: 44 days, 2:22:27 batch_cost: 1.0604 data_cost: 0.0007 ips: 7.5442 images/s
[08/07 23:38:37] ppdet.engine INFO: Epoch: [6] [49100/54024] learning_rate: 0.000100 loss_class: 0.752155 loss_bbox: 0.130113 loss_giou: 0.527564 loss_class_aux: 4.666966 loss_bbox_aux: 0.844193 loss_giou_aux: 3.287846 loss_class_dn: 0.370979 loss_bbox_dn: 0.125385 loss_giou_dn: 0.416490 loss_class_aux_dn: 2.022124 loss_bbox_aux_dn: 0.752626 loss_giou_aux_dn: 2.376341 loss: 16.160152 eta: 44 days, 2:26:19 batch_cost: 1.1310 data_cost: 0.0244 ips: 7.0734 images/s
[08/07 23:40:26] ppdet.engine INFO: Epoch: [6] [49200/54024] learning_rate: 0.000100 loss_class: 0.709801 loss_bbox: 0.119351 loss_giou: 0.502520 loss_class_aux: 4.378629 loss_bbox_aux: 0.801665 loss_giou_aux: 3.126547 loss_class_dn: 0.353653 loss_bbox_dn: 0.121147 loss_giou_dn: 0.399113 loss_class_aux_dn: 1.962401 loss_bbox_aux_dn: 0.729829 loss_giou_aux_dn: 2.229023 loss: 15.275473 eta: 44 days, 2:18:59 batch_cost: 1.0371 data_cost: 0.0007 ips: 7.7137 images/s
[08/07 23:42:17] ppdet.engine INFO: Epoch: [6] [49300/54024] learning_rate: 0.000100 loss_class: 0.689269 loss_bbox: 0.106058 loss_giou: 0.511258 loss_class_aux: 4.276903 loss_bbox_aux: 0.706165 loss_giou_aux: 3.156028 loss_class_dn: 0.347619 loss_bbox_dn: 0.100678 loss_giou_dn: 0.380827 loss_class_aux_dn: 1.894235 loss_bbox_aux_dn: 0.622741 loss_giou_aux_dn: 2.160696 loss: 15.194138 eta: 44 days, 2:13:37 batch_cost: 1.0536 data_cost: 0.0007 ips: 7.5931 images/s
[08/07 23:44:06] ppdet.engine INFO: Epoch: [6] [49400/54024] learning_rate: 0.000100 loss_class: 0.708676 loss_bbox: 0.117103 loss_giou: 0.503959 loss_class_aux: 4.461936 loss_bbox_aux: 0.782816 loss_giou_aux: 3.142424 loss_class_dn: 0.363118 loss_bbox_dn: 0.110456 loss_giou_dn: 0.405143 loss_class_aux_dn: 1.971055 loss_bbox_aux_dn: 0.666603 loss_giou_aux_dn: 2.295423 loss: 16.068646 eta: 44 days, 2:06:51 batch_cost: 1.0415 data_cost: 0.0007 ips: 7.6813 images/s
[08/07 23:45:59] ppdet.engine INFO: Epoch: [6] [49500/54024] learning_rate: 0.000100 loss_class: 0.682661 loss_bbox: 0.103955 loss_giou: 0.492132 loss_class_aux: 4.246773 loss_bbox_aux: 0.679134 loss_giou_aux: 3.061256 loss_class_dn: 0.334354 loss_bbox_dn: 0.100603 loss_giou_dn: 0.375168 loss_class_aux_dn: 1.826427 loss_bbox_aux_dn: 0.607875 loss_giou_aux_dn: 2.139136 loss: 14.740858 eta: 44 days, 2:04:00 batch_cost: 1.0746 data_cost: 0.0085 ips: 7.4444 images/s
[08/07 23:47:54] ppdet.engine INFO: Epoch: [6] [49600/54024] learning_rate: 0.000100 loss_class: 0.676743 loss_bbox: 0.106506 loss_giou: 0.474197 loss_class_aux: 4.224846 loss_bbox_aux: 0.700988 loss_giou_aux: 2.958961 loss_class_dn: 0.332154 loss_bbox_dn: 0.103656 loss_giou_dn: 0.379422 loss_class_aux_dn: 1.814626 loss_bbox_aux_dn: 0.640201 loss_giou_aux_dn: 2.135602 loss: 14.898881 eta: 44 days, 2:04:10 batch_cost: 1.1000 data_cost: 0.0090 ips: 7.2728 images/s
[08/07 23:49:44] ppdet.engine INFO: Epoch: [6] [49700/54024] learning_rate: 0.000100 loss_class: 0.690876 loss_bbox: 0.107091 loss_giou: 0.503136 loss_class_aux: 4.245542 loss_bbox_aux: 0.685831 loss_giou_aux: 3.141181 loss_class_dn: 0.348603 loss_bbox_dn: 0.092394 loss_giou_dn: 0.393857 loss_class_aux_dn: 1.873958 loss_bbox_aux_dn: 0.582763 loss_giou_aux_dn: 2.218996 loss: 15.334092 eta: 44 days, 1:57:58 batch_cost: 1.0461 data_cost: 0.0007 ips: 7.6475 images/s
[08/07 23:51:36] ppdet.engine INFO: Epoch: [6] [49800/54024] learning_rate: 0.000100 loss_class: 0.761570 loss_bbox: 0.126021 loss_giou: 0.566120 loss_class_aux: 4.702955 loss_bbox_aux: 0.809156 loss_giou_aux: 3.539783 loss_class_dn: 0.371833 loss_bbox_dn: 0.116931 loss_giou_dn: 0.451449 loss_class_aux_dn: 2.000211 loss_bbox_aux_dn: 0.692288 loss_giou_aux_dn: 2.529613 loss: 16.727016 eta: 44 days, 1:54:11 batch_cost: 1.0665 data_cost: 0.0163 ips: 7.5015 images/s
[08/07 23:53:28] ppdet.engine INFO: Epoch: [6] [49900/54024] learning_rate: 0.000100 loss_class: 0.754701 loss_bbox: 0.125669 loss_giou: 0.549104 loss_class_aux: 4.672983 loss_bbox_aux: 0.807674 loss_giou_aux: 3.440341 loss_class_dn: 0.387962 loss_bbox_dn: 0.126946 loss_giou_dn: 0.435419 loss_class_aux_dn: 2.087756 loss_bbox_aux_dn: 0.762177 loss_giou_aux_dn: 2.446279 loss: 16.933553 eta: 44 days, 1:50:38 batch_cost: 1.0683 data_cost: 0.0007 ips: 7.4884 images/s
[08/07 23:55:19] ppdet.engine INFO: Epoch: [6] [50000/54024] learning_rate: 0.000100 loss_class: 0.682099 loss_bbox: 0.110682 loss_giou: 0.502859 loss_class_aux: 4.243420 loss_bbox_aux: 0.742528 loss_giou_aux: 3.233641 loss_class_dn: 0.348452 loss_bbox_dn: 0.106800 loss_giou_dn: 0.383545 loss_class_aux_dn: 1.894760 loss_bbox_aux_dn: 0.659195 loss_giou_aux_dn: 2.185854 loss: 15.347433 eta: 44 days, 1:46:00 batch_cost: 1.0591 data_cost: 0.0341 ips: 7.5539 images/s
[08/07 23:57:10] ppdet.engine INFO: Epoch: [6] [50100/54024] learning_rate: 0.000100 loss_class: 0.689322 loss_bbox: 0.112470 loss_giou: 0.493652 loss_class_aux: 4.217686 loss_bbox_aux: 0.733071 loss_giou_aux: 3.071385 loss_class_dn: 0.337745 loss_bbox_dn: 0.110042 loss_giou_dn: 0.373869 loss_class_aux_dn: 1.840134 loss_bbox_aux_dn: 0.665165 loss_giou_aux_dn: 2.140186 loss: 14.889809 eta: 44 days, 1:41:32 batch_cost: 1.0605 data_cost: 0.0413 ips: 7.5439 images/s
[08/07 23:58:59] ppdet.engine INFO: Epoch: [6] [50200/54024] learning_rate: 0.000100 loss_class: 0.701756 loss_bbox: 0.116250 loss_giou: 0.501362 loss_class_aux: 4.465603 loss_bbox_aux: 0.770822 loss_giou_aux: 3.119609 loss_class_dn: 0.351517 loss_bbox_dn: 0.106825 loss_giou_dn: 0.387492 loss_class_aux_dn: 1.932103 loss_bbox_aux_dn: 0.666621 loss_giou_aux_dn: 2.252054 loss: 15.452694 eta: 44 days, 1:34:57 batch_cost: 1.0422 data_cost: 0.0097 ips: 7.6764 images/s
[08/08 00:00:49] ppdet.engine INFO: Epoch: [6] [50300/54024] learning_rate: 0.000100 loss_class: 0.730561 loss_bbox: 0.126052 loss_giou: 0.562565 loss_class_aux: 4.597465 loss_bbox_aux: 0.820309 loss_giou_aux: 3.550552 loss_class_dn: 0.376958 loss_bbox_dn: 0.122525 loss_giou_dn: 0.447059 loss_class_aux_dn: 2.042425 loss_bbox_aux_dn: 0.749115 loss_giou_aux_dn: 2.472296 loss: 16.905688 eta: 44 days, 1:28:29 batch_cost: 1.0430 data_cost: 0.0007 ips: 7.6702 images/s
[08/08 00:02:48] ppdet.engine INFO: Epoch: [6] [50400/54024] learning_rate: 0.000100 loss_class: 0.697325 loss_bbox: 0.115186 loss_giou: 0.498578 loss_class_aux: 4.358577 loss_bbox_aux: 0.771259 loss_giou_aux: 3.073255 loss_class_dn: 0.343369 loss_bbox_dn: 0.113957 loss_giou_dn: 0.392692 loss_class_aux_dn: 1.828340 loss_bbox_aux_dn: 0.706182 loss_giou_aux_dn: 2.219458 loss: 15.202066 eta: 44 days, 1:33:11 batch_cost: 1.1389 data_cost: 0.0890 ips: 7.0240 images/s
[08/08 00:04:45] ppdet.engine INFO: Epoch: [6] [50500/54024] learning_rate: 0.000100 loss_class: 0.718895 loss_bbox: 0.123258 loss_giou: 0.509212 loss_class_aux: 4.453161 loss_bbox_aux: 0.795081 loss_giou_aux: 3.119183 loss_class_dn: 0.360197 loss_bbox_dn: 0.115462 loss_giou_dn: 0.399023 loss_class_aux_dn: 1.911181 loss_bbox_aux_dn: 0.703557 loss_giou_aux_dn: 2.283121 loss: 15.477317 eta: 44 days, 1:35:45 batch_cost: 1.1207 data_cost: 0.0007 ips: 7.1382 images/s
[08/08 00:06:36] ppdet.engine INFO: Epoch: [6] [50600/54024] learning_rate: 0.000100 loss_class: 0.719729 loss_bbox: 0.110354 loss_giou: 0.516659 loss_class_aux: 4.393504 loss_bbox_aux: 0.742328 loss_giou_aux: 3.245157 loss_class_dn: 0.351107 loss_bbox_dn: 0.113527 loss_giou_dn: 0.385314 loss_class_aux_dn: 1.877956 loss_bbox_aux_dn: 0.695887 loss_giou_aux_dn: 2.198916 loss: 15.536368 eta: 44 days, 1:30:50 batch_cost: 1.0563 data_cost: 0.0149 ips: 7.5734 images/s
[08/08 00:08:30] ppdet.engine INFO: Epoch: [6] [50700/54024] learning_rate: 0.000100 loss_class: 0.727091 loss_bbox: 0.127511 loss_giou: 0.571185 loss_class_aux: 4.471689 loss_bbox_aux: 0.807723 loss_giou_aux: 3.506934 loss_class_dn: 0.377920 loss_bbox_dn: 0.104912 loss_giou_dn: 0.419863 loss_class_aux_dn: 2.043639 loss_bbox_aux_dn: 0.645990 loss_giou_aux_dn: 2.376018 loss: 16.486598 eta: 44 days, 1:29:25 batch_cost: 1.0865 data_cost: 0.0007 ips: 7.3631 images/s
[08/08 00:10:32] ppdet.engine INFO: Epoch: [6] [50800/54024] learning_rate: 0.000100 loss_class: 0.709223 loss_bbox: 0.110992 loss_giou: 0.504049 loss_class_aux: 4.412780 loss_bbox_aux: 0.750432 loss_giou_aux: 3.131596 loss_class_dn: 0.350928 loss_bbox_dn: 0.110490 loss_giou_dn: 0.392805 loss_class_aux_dn: 1.909784 loss_bbox_aux_dn: 0.691682 loss_giou_aux_dn: 2.238777 loss: 15.734840 eta: 44 days, 1:37:16 batch_cost: 1.1668 data_cost: 0.1415 ips: 6.8563 images/s
[08/08 00:12:25] ppdet.engine INFO: Epoch: [6] [50900/54024] learning_rate: 0.000100 loss_class: 0.735468 loss_bbox: 0.116522 loss_giou: 0.543141 loss_class_aux: 4.575447 loss_bbox_aux: 0.773460 loss_giou_aux: 3.312910 loss_class_dn: 0.346865 loss_bbox_dn: 0.114823 loss_giou_dn: 0.413127 loss_class_aux_dn: 1.864426 loss_bbox_aux_dn: 0.700000 loss_giou_aux_dn: 2.366827 loss: 15.904781 eta: 44 days, 1:35:41 batch_cost: 1.0851 data_cost: 0.0007 ips: 7.3724 images/s
[08/08 00:14:25] ppdet.engine INFO: Epoch: [6] [51000/54024] learning_rate: 0.000100 loss_class: 0.662762 loss_bbox: 0.111196 loss_giou: 0.465217 loss_class_aux: 4.149178 loss_bbox_aux: 0.730529 loss_giou_aux: 2.928106 loss_class_dn: 0.329697 loss_bbox_dn: 0.103095 loss_giou_dn: 0.368626 loss_class_aux_dn: 1.729678 loss_bbox_aux_dn: 0.626662 loss_giou_aux_dn: 2.083143 loss: 14.599168 eta: 44 days, 1:41:03 batch_cost: 1.1458 data_cost: 0.0007 ips: 6.9819 images/s
[08/08 00:16:24] ppdet.engine INFO: Epoch: [6] [51100/54024] learning_rate: 0.000100 loss_class: 0.677250 loss_bbox: 0.114599 loss_giou: 0.515337 loss_class_aux: 4.251098 loss_bbox_aux: 0.728947 loss_giou_aux: 3.248900 loss_class_dn: 0.346160 loss_bbox_dn: 0.107654 loss_giou_dn: 0.389328 loss_class_aux_dn: 1.857288 loss_bbox_aux_dn: 0.634932 loss_giou_aux_dn: 2.175229 loss: 15.209884 eta: 44 days, 1:45:55 batch_cost: 1.1415 data_cost: 0.0007 ips: 7.0081 images/s
[08/08 00:18:24] ppdet.engine INFO: Epoch: [6] [51200/54024] learning_rate: 0.000100 loss_class: 0.713966 loss_bbox: 0.112185 loss_giou: 0.550229 loss_class_aux: 4.380984 loss_bbox_aux: 0.733074 loss_giou_aux: 3.420625 loss_class_dn: 0.363651 loss_bbox_dn: 0.096740 loss_giou_dn: 0.399061 loss_class_aux_dn: 1.970614 loss_bbox_aux_dn: 0.603977 loss_giou_aux_dn: 2.325191 loss: 15.862708 eta: 44 days, 1:50:57 batch_cost: 1.1432 data_cost: 0.0087 ips: 6.9976 images/s
[08/08 00:20:15] ppdet.engine INFO: Epoch: [6] [51300/54024] learning_rate: 0.000100 loss_class: 0.693630 loss_bbox: 0.111134 loss_giou: 0.471356 loss_class_aux: 4.325893 loss_bbox_aux: 0.714750 loss_giou_aux: 2.962888 loss_class_dn: 0.340966 loss_bbox_dn: 0.103779 loss_giou_dn: 0.378351 loss_class_aux_dn: 1.846955 loss_bbox_aux_dn: 0.631132 loss_giou_aux_dn: 2.152331 loss: 15.047747 eta: 44 days, 1:46:03 batch_cost: 1.0566 data_cost: 0.0007 ips: 7.5712 images/s
[08/08 00:22:06] ppdet.engine INFO: Epoch: [6] [51400/54024] learning_rate: 0.000100 loss_class: 0.660678 loss_bbox: 0.109074 loss_giou: 0.475866 loss_class_aux: 4.103404 loss_bbox_aux: 0.688322 loss_giou_aux: 2.951080 loss_class_dn: 0.337461 loss_bbox_dn: 0.103679 loss_giou_dn: 0.385118 loss_class_aux_dn: 1.800106 loss_bbox_aux_dn: 0.629585 loss_giou_aux_dn: 2.189444 loss: 14.955635 eta: 44 days, 1:41:36 batch_cost: 1.0603 data_cost: 0.0007 ips: 7.5447 images/s
[08/08 00:23:56] ppdet.engine INFO: Epoch: [6] [51500/54024] learning_rate: 0.000100 loss_class: 0.721204 loss_bbox: 0.111403 loss_giou: 0.500458 loss_class_aux: 4.525898 loss_bbox_aux: 0.712481 loss_giou_aux: 3.127252 loss_class_dn: 0.358195 loss_bbox_dn: 0.104952 loss_giou_dn: 0.384713 loss_class_aux_dn: 1.960459 loss_bbox_aux_dn: 0.664085 loss_giou_aux_dn: 2.196623 loss: 15.828715 eta: 44 days, 1:36:19 batch_cost: 1.0528 data_cost: 0.0007 ips: 7.5985 images/s
[08/08 00:25:53] ppdet.engine INFO: Epoch: [6] [51600/54024] learning_rate: 0.000100 loss_class: 0.710026 loss_bbox: 0.110539 loss_giou: 0.461994 loss_class_aux: 4.464426 loss_bbox_aux: 0.715323 loss_giou_aux: 2.885514 loss_class_dn: 0.353339 loss_bbox_dn: 0.114335 loss_giou_dn: 0.382060 loss_class_aux_dn: 1.901594 loss_bbox_aux_dn: 0.712704 loss_giou_aux_dn: 2.195985 loss: 15.424370 eta: 44 days, 1:38:05 batch_cost: 1.1150 data_cost: 0.0007 ips: 7.1751 images/s
[08/08 00:27:43] ppdet.engine INFO: Epoch: [6] [51700/54024] learning_rate: 0.000100 loss_class: 0.706250 loss_bbox: 0.109453 loss_giou: 0.500788 loss_class_aux: 4.361175 loss_bbox_aux: 0.724059 loss_giou_aux: 3.178781 loss_class_dn: 0.340382 loss_bbox_dn: 0.103228 loss_giou_dn: 0.384284 loss_class_aux_dn: 1.857612 loss_bbox_aux_dn: 0.631550 loss_giou_aux_dn: 2.185997 loss: 14.799075 eta: 44 days, 1:32:04 batch_cost: 1.0464 data_cost: 0.0007 ips: 7.6453 images/s
[08/08 00:29:42] ppdet.engine INFO: Epoch: [6] [51800/54024] learning_rate: 0.000100 loss_class: 0.684409 loss_bbox: 0.113960 loss_giou: 0.519887 loss_class_aux: 4.220785 loss_bbox_aux: 0.749248 loss_giou_aux: 3.223627 loss_class_dn: 0.353215 loss_bbox_dn: 0.098731 loss_giou_dn: 0.392847 loss_class_aux_dn: 1.888789 loss_bbox_aux_dn: 0.601743 loss_giou_aux_dn: 2.261525 loss: 15.436294 eta: 44 days, 1:36:17 batch_cost: 1.1368 data_cost: 0.0029 ips: 7.0375 images/s
[08/08 00:31:30] ppdet.engine INFO: Epoch: [6] [51900/54024] learning_rate: 0.000100 loss_class: 0.674766 loss_bbox: 0.110887 loss_giou: 0.474592 loss_class_aux: 4.127665 loss_bbox_aux: 0.732010 loss_giou_aux: 2.929013 loss_class_dn: 0.336333 loss_bbox_dn: 0.104728 loss_giou_dn: 0.363962 loss_class_aux_dn: 1.828497 loss_bbox_aux_dn: 0.665450 loss_giou_aux_dn: 2.102866 loss: 14.601967 eta: 44 days, 1:28:16 batch_cost: 1.0284 data_cost: 0.0007 ips: 7.7788 images/s
[08/08 00:33:32] ppdet.engine INFO: Epoch: [6] [52000/54024] learning_rate: 0.000100 loss_class: 0.744889 loss_bbox: 0.124339 loss_giou: 0.505228 loss_class_aux: 4.567219 loss_bbox_aux: 0.811736 loss_giou_aux: 3.164727 loss_class_dn: 0.364130 loss_bbox_dn: 0.115911 loss_giou_dn: 0.391478 loss_class_aux_dn: 1.941439 loss_bbox_aux_dn: 0.714507 loss_giou_aux_dn: 2.240227 loss: 15.878429 eta: 44 days, 1:36:11 batch_cost: 1.1698 data_cost: 0.0007 ips: 6.8385 images/s
[08/08 00:35:35] ppdet.engine INFO: Epoch: [6] [52100/54024] learning_rate: 0.000100 loss_class: 0.712843 loss_bbox: 0.109142 loss_giou: 0.487254 loss_class_aux: 4.420759 loss_bbox_aux: 0.714464 loss_giou_aux: 3.058137 loss_class_dn: 0.350760 loss_bbox_dn: 0.105018 loss_giou_dn: 0.384652 loss_class_aux_dn: 1.898649 loss_bbox_aux_dn: 0.628279 loss_giou_aux_dn: 2.230459 loss: 15.564979 eta: 44 days, 1:46:04 batch_cost: 1.1876 data_cost: 0.0008 ips: 6.7365 images/s
[08/08 00:37:29] ppdet.engine INFO: Epoch: [6] [52200/54024] learning_rate: 0.000100 loss_class: 0.666981 loss_bbox: 0.108089 loss_giou: 0.482046 loss_class_aux: 4.159850 loss_bbox_aux: 0.693715 loss_giou_aux: 3.013252 loss_class_dn: 0.327931 loss_bbox_dn: 0.102740 loss_giou_dn: 0.372820 loss_class_aux_dn: 1.766075 loss_bbox_aux_dn: 0.640444 loss_giou_aux_dn: 2.095485 loss: 14.363289 eta: 44 days, 1:44:31 batch_cost: 1.0861 data_cost: 0.0009 ips: 7.3658 images/s
[08/08 00:39:20] ppdet.engine INFO: Epoch: [6] [52300/54024] learning_rate: 0.000100 loss_class: 0.684244 loss_bbox: 0.111272 loss_giou: 0.557168 loss_class_aux: 4.221822 loss_bbox_aux: 0.736181 loss_giou_aux: 3.446631 loss_class_dn: 0.357906 loss_bbox_dn: 0.105313 loss_giou_dn: 0.402428 loss_class_aux_dn: 1.944120 loss_bbox_aux_dn: 0.644055 loss_giou_aux_dn: 2.296479 loss: 15.678633 eta: 44 days, 1:39:16 batch_cost: 1.0530 data_cost: 0.0007 ips: 7.5972 images/s
[08/08 00:41:20] ppdet.engine INFO: Epoch: [6] [52400/54024] learning_rate: 0.000100 loss_class: 0.687737 loss_bbox: 0.108845 loss_giou: 0.524775 loss_class_aux: 4.261606 loss_bbox_aux: 0.699292 loss_giou_aux: 3.227833 loss_class_dn: 0.342961 loss_bbox_dn: 0.101808 loss_giou_dn: 0.395937 loss_class_aux_dn: 1.810467 loss_bbox_aux_dn: 0.631070 loss_giou_aux_dn: 2.269740 loss: 15.312296 eta: 44 days, 1:44:36 batch_cost: 1.1477 data_cost: 0.0007 ips: 6.9705 images/s
[08/08 00:43:13] ppdet.engine INFO: Epoch: [6] [52500/54024] learning_rate: 0.000100 loss_class: 0.734863 loss_bbox: 0.112030 loss_giou: 0.498559 loss_class_aux: 4.534405 loss_bbox_aux: 0.719794 loss_giou_aux: 3.118595 loss_class_dn: 0.356797 loss_bbox_dn: 0.106022 loss_giou_dn: 0.380804 loss_class_aux_dn: 1.921642 loss_bbox_aux_dn: 0.664338 loss_giou_aux_dn: 2.175038 loss: 15.435620 eta: 44 days, 1:42:18 batch_cost: 1.0795 data_cost: 0.0007 ips: 7.4111 images/s
[08/08 00:45:11] ppdet.engine INFO: Epoch: [6] [52600/54024] learning_rate: 0.000100 loss_class: 0.722986 loss_bbox: 0.124547 loss_giou: 0.559735 loss_class_aux: 4.552027 loss_bbox_aux: 0.790391 loss_giou_aux: 3.490963 loss_class_dn: 0.387879 loss_bbox_dn: 0.113285 loss_giou_dn: 0.449048 loss_class_aux_dn: 2.106385 loss_bbox_aux_dn: 0.700161 loss_giou_aux_dn: 2.558504 loss: 16.788293 eta: 44 days, 1:44:44 batch_cost: 1.1219 data_cost: 0.0007 ips: 7.1307 images/s
[08/08 00:47:09] ppdet.engine INFO: Epoch: [6] [52700/54024] learning_rate: 0.000100 loss_class: 0.678713 loss_bbox: 0.112137 loss_giou: 0.477254 loss_class_aux: 4.192989 loss_bbox_aux: 0.719759 loss_giou_aux: 2.941384 loss_class_dn: 0.310670 loss_bbox_dn: 0.102692 loss_giou_dn: 0.345189 loss_class_aux_dn: 1.740694 loss_bbox_aux_dn: 0.632336 loss_giou_aux_dn: 1.959074 loss: 13.983140 eta: 44 days, 1:47:33 batch_cost: 1.1256 data_cost: 0.0013 ips: 7.1074 images/s
[08/08 00:48:59] ppdet.engine INFO: Epoch: [6] [52800/54024] learning_rate: 0.000100 loss_class: 0.680909 loss_bbox: 0.113295 loss_giou: 0.514858 loss_class_aux: 4.251958 loss_bbox_aux: 0.734256 loss_giou_aux: 3.257944 loss_class_dn: 0.354249 loss_bbox_dn: 0.105968 loss_giou_dn: 0.397489 loss_class_aux_dn: 1.912467 loss_bbox_aux_dn: 0.651393 loss_giou_aux_dn: 2.266369 loss: 15.632442 eta: 44 days, 1:42:24 batch_cost: 1.0539 data_cost: 0.0007 ips: 7.5908 images/s
[08/08 00:50:50] ppdet.engine INFO: Epoch: [6] [52900/54024] learning_rate: 0.000100 loss_class: 0.706530 loss_bbox: 0.116877 loss_giou: 0.517799 loss_class_aux: 4.356019 loss_bbox_aux: 0.759780 loss_giou_aux: 3.212671 loss_class_dn: 0.345430 loss_bbox_dn: 0.105344 loss_giou_dn: 0.399021 loss_class_aux_dn: 1.877470 loss_bbox_aux_dn: 0.656000 loss_giou_aux_dn: 2.284047 loss: 15.819038 eta: 44 days, 1:37:11 batch_cost: 1.0531 data_cost: 0.0007 ips: 7.5964 images/s
[08/08 00:52:43] ppdet.engine INFO: Epoch: [6] [53000/54024] learning_rate: 0.000100 loss_class: 0.680829 loss_bbox: 0.123117 loss_giou: 0.493557 loss_class_aux: 4.267709 loss_bbox_aux: 0.782019 loss_giou_aux: 3.060341 loss_class_dn: 0.353453 loss_bbox_dn: 0.110671 loss_giou_dn: 0.391669 loss_class_aux_dn: 1.865951 loss_bbox_aux_dn: 0.683961 loss_giou_aux_dn: 2.203740 loss: 15.153546 eta: 44 days, 1:34:56 batch_cost: 1.0798 data_cost: 0.0187 ips: 7.4085 images/s
[08/08 00:54:45] ppdet.engine INFO: Epoch: [6] [53100/54024] learning_rate: 0.000100 loss_class: 0.780091 loss_bbox: 0.108350 loss_giou: 0.536266 loss_class_aux: 4.751829 loss_bbox_aux: 0.711828 loss_giou_aux: 3.379422 loss_class_dn: 0.392475 loss_bbox_dn: 0.104991 loss_giou_dn: 0.426252 loss_class_aux_dn: 2.134149 loss_bbox_aux_dn: 0.651663 loss_giou_aux_dn: 2.396999 loss: 16.530200 eta: 44 days, 1:42:06 batch_cost: 1.1654 data_cost: 0.0427 ips: 6.8646 images/s
[08/08 00:56:38] ppdet.engine INFO: Epoch: [6] [53200/54024] learning_rate: 0.000100 loss_class: 0.653637 loss_bbox: 0.102647 loss_giou: 0.437957 loss_class_aux: 4.042549 loss_bbox_aux: 0.663564 loss_giou_aux: 2.736498 loss_class_dn: 0.314774 loss_bbox_dn: 0.099771 loss_giou_dn: 0.343739 loss_class_aux_dn: 1.719554 loss_bbox_aux_dn: 0.611163 loss_giou_aux_dn: 1.965858 loss: 13.748720 eta: 44 days, 1:40:12 batch_cost: 1.0832 data_cost: 0.0253 ips: 7.3856 images/s
[08/08 00:58:33] ppdet.engine INFO: Epoch: [6] [53300/54024] learning_rate: 0.000100 loss_class: 0.686998 loss_bbox: 0.110203 loss_giou: 0.505699 loss_class_aux: 4.284149 loss_bbox_aux: 0.735008 loss_giou_aux: 3.102323 loss_class_dn: 0.348874 loss_bbox_dn: 0.101893 loss_giou_dn: 0.392485 loss_class_aux_dn: 1.880136 loss_bbox_aux_dn: 0.610305 loss_giou_aux_dn: 2.216794 loss: 15.344465 eta: 44 days, 1:39:28 batch_cost: 1.0938 data_cost: 0.0033 ips: 7.3139 images/s
[08/08 01:00:24] ppdet.engine INFO: Epoch: [6] [53400/54024] learning_rate: 0.000100 loss_class: 0.671258 loss_bbox: 0.112954 loss_giou: 0.474562 loss_class_aux: 4.115568 loss_bbox_aux: 0.751198 loss_giou_aux: 2.957565 loss_class_dn: 0.318068 loss_bbox_dn: 0.106013 loss_giou_dn: 0.363017 loss_class_aux_dn: 1.733317 loss_bbox_aux_dn: 0.649148 loss_giou_aux_dn: 2.042895 loss: 14.623620 eta: 44 days, 1:35:11 batch_cost: 1.0615 data_cost: 0.0158 ips: 7.5362 images/s
[08/08 01:02:24] ppdet.engine INFO: Epoch: [6] [53500/54024] learning_rate: 0.000100 loss_class: 0.663324 loss_bbox: 0.114407 loss_giou: 0.516225 loss_class_aux: 4.101254 loss_bbox_aux: 0.729312 loss_giou_aux: 3.197429 loss_class_dn: 0.348599 loss_bbox_dn: 0.099524 loss_giou_dn: 0.378613 loss_class_aux_dn: 1.885366 loss_bbox_aux_dn: 0.625939 loss_giou_aux_dn: 2.166563 loss: 15.107502 eta: 44 days, 1:39:59 batch_cost: 1.1444 data_cost: 0.0007 ips: 6.9905 images/s
[08/08 01:04:14] ppdet.engine INFO: Epoch: [6] [53600/54024] learning_rate: 0.000100 loss_class: 0.723266 loss_bbox: 0.108687 loss_giou: 0.503059 loss_class_aux: 4.501129 loss_bbox_aux: 0.724814 loss_giou_aux: 3.093089 loss_class_dn: 0.359196 loss_bbox_dn: 0.102057 loss_giou_dn: 0.390072 loss_class_aux_dn: 1.965265 loss_bbox_aux_dn: 0.651423 loss_giou_aux_dn: 2.225098 loss: 15.242358 eta: 44 days, 1:34:35 batch_cost: 1.0511 data_cost: 0.0007 ips: 7.6107 images/s
[08/08 01:06:07] ppdet.engine INFO: Epoch: [6] [53700/54024] learning_rate: 0.000100 loss_class: 0.665486 loss_bbox: 0.109771 loss_giou: 0.455791 loss_class_aux: 4.135656 loss_bbox_aux: 0.724665 loss_giou_aux: 2.840198 loss_class_dn: 0.348026 loss_bbox_dn: 0.108204 loss_giou_dn: 0.370282 loss_class_aux_dn: 1.852324 loss_bbox_aux_dn: 0.653805 loss_giou_aux_dn: 2.129866 loss: 15.099282 eta: 44 days, 1:32:02 batch_cost: 1.0773 data_cost: 0.0435 ips: 7.4260 images/s
[08/08 01:08:00] ppdet.engine INFO: Epoch: [6] [53800/54024] learning_rate: 0.000100 loss_class: 0.654215 loss_bbox: 0.109860 loss_giou: 0.496042 loss_class_aux: 4.161564 loss_bbox_aux: 0.725961 loss_giou_aux: 3.102844 loss_class_dn: 0.342763 loss_bbox_dn: 0.100781 loss_giou_dn: 0.397096 loss_class_aux_dn: 1.827589 loss_bbox_aux_dn: 0.616780 loss_giou_aux_dn: 2.265162 loss: 14.870042 eta: 44 days, 1:29:32 batch_cost: 1.0777 data_cost: 0.0127 ips: 7.4232 images/s
[08/08 01:09:50] ppdet.engine INFO: Epoch: [6] [53900/54024] learning_rate: 0.000100 loss_class: 0.698133 loss_bbox: 0.113847 loss_giou: 0.501658 loss_class_aux: 4.342989 loss_bbox_aux: 0.730189 loss_giou_aux: 3.170068 loss_class_dn: 0.360273 loss_bbox_dn: 0.098964 loss_giou_dn: 0.396187 loss_class_aux_dn: 1.939594 loss_bbox_aux_dn: 0.608641 loss_giou_aux_dn: 2.259613 loss: 15.910384 eta: 44 days, 1:23:59 batch_cost: 1.0495 data_cost: 0.0086 ips: 7.6225 images/s
[08/08 01:11:40] ppdet.engine INFO: Epoch: [6] [54000/54024] learning_rate: 0.000100 loss_class: 0.664196 loss_bbox: 0.111242 loss_giou: 0.484262 loss_class_aux: 4.063096 loss_bbox_aux: 0.734942 loss_giou_aux: 3.023472 loss_class_dn: 0.351391 loss_bbox_dn: 0.103363 loss_giou_dn: 0.383848 loss_class_aux_dn: 1.887837 loss_bbox_aux_dn: 0.630267 loss_giou_aux_dn: 2.195070 loss: 15.558225 eta: 44 days, 1:18:07 batch_cost: 1.0465 data_cost: 0.0007 ips: 7.6443 images/s
[08/08 01:12:11] ppdet.utils.checkpoint INFO: Save checkpoint: output/rtdetr_r101vd_6x_coco
loading annotations into memory...
Done (t=5.88s)
creating index...
index created!
[08/08 01:12:21] 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.
[08/08 01:12:32] 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=8.97s)
creating index...
index created!
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[08/08 02:02:41] ppdet.metrics.metrics INFO: The bbox result is saved to bbox.json.
loading annotations into memory...
Done (t=5.16s)
creating index...
index created!
[08/08 02:02:47] ppdet.metrics.coco_utils INFO: Start evaluate...
Loading and preparing results...
DONE (t=274.54s)
creating index...
index created!
Running per image evaluation...
Evaluate annotation type *bbox*
DONE (t=2656.44s).
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=737.74s).
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.349
 Average Precision  (AP) @[ IoU=0.50      | area=   all | maxDets=100 ] = 0.460
 Average Precision  (AP) @[ IoU=0.75      | area=   all | maxDets=100 ] = 0.379
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.157
 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 ] = 0.486
 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 ] = 0.603
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.358
 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 ] = 0.772
[08/08 03:05:56] ppdet.engine INFO: Total sample number: 80000, average FPS: 29.868144976000234
[08/08 03:05:56] ppdet.engine INFO: Best test bbox ap is 0.349.
[08/08 03:06:02] ppdet.utils.checkpoint INFO: Save checkpoint: output/rtdetr_r101vd_6x_coco
[08/08 03:06:19] ppdet.engine INFO: Epoch: [7] [    0/54024] learning_rate: 0.000100 loss_class: 0.664196 loss_bbox: 0.106349 loss_giou: 0.482653 loss_class_aux: 4.124630 loss_bbox_aux: 0.711247 loss_giou_aux: 3.023472 loss_class_dn: 0.356145 loss_bbox_dn: 0.101442 loss_giou_dn: 0.383848 loss_class_aux_dn: 1.898609 loss_bbox_aux_dn: 0.637680 loss_giou_aux_dn: 2.195070 loss: 15.767087 eta: 44 days, 1:15:16 batch_cost: 1.0315 data_cost: 0.0011 ips: 7.7553 images/s
[08/08 03:08:25] ppdet.engine INFO: Epoch: [7] [  100/54024] learning_rate: 0.000100 loss_class: 0.716438 loss_bbox: 0.111467 loss_giou: 0.480463 loss_class_aux: 4.466206 loss_bbox_aux: 0.713042 loss_giou_aux: 3.030507 loss_class_dn: 0.346581 loss_bbox_dn: 0.099282 loss_giou_dn: 0.382750 loss_class_aux_dn: 1.893100 loss_bbox_aux_dn: 0.600600 loss_giou_aux_dn: 2.186642 loss: 15.142876 eta: 44 days, 1:26:55 batch_cost: 1.2083 data_cost: 0.0015 ips: 6.6207 images/s
[08/08 03:10:21] ppdet.engine INFO: Epoch: [7] [  200/54024] learning_rate: 0.000100 loss_class: 0.707359 loss_bbox: 0.113219 loss_giou: 0.532922 loss_class_aux: 4.381437 loss_bbox_aux: 0.737006 loss_giou_aux: 3.331506 loss_class_dn: 0.366870 loss_bbox_dn: 0.110288 loss_giou_dn: 0.402751 loss_class_aux_dn: 1.962009 loss_bbox_aux_dn: 0.707396 loss_giou_aux_dn: 2.285227 loss: 15.912597 eta: 44 days, 1:27:05 batch_cost: 1.1024 data_cost: 0.0147 ips: 7.2568 images/s
[08/08 03:12:15] ppdet.engine INFO: Epoch: [7] [  300/54024] learning_rate: 0.000100 loss_class: 0.719601 loss_bbox: 0.119438 loss_giou: 0.541043 loss_class_aux: 4.459177 loss_bbox_aux: 0.786884 loss_giou_aux: 3.434708 loss_class_dn: 0.363037 loss_bbox_dn: 0.109893 loss_giou_dn: 0.411129 loss_class_aux_dn: 1.958687 loss_bbox_aux_dn: 0.652711 loss_giou_aux_dn: 2.348321 loss: 16.099839 eta: 44 days, 1:24:45 batch_cost: 1.0792 data_cost: 0.0015 ips: 7.4126 images/s
[08/08 03:14:10] ppdet.engine INFO: Epoch: [7] [  400/54024] learning_rate: 0.000100 loss_class: 0.751613 loss_bbox: 0.121260 loss_giou: 0.567192 loss_class_aux: 4.621690 loss_bbox_aux: 0.793361 loss_giou_aux: 3.554368 loss_class_dn: 0.376757 loss_bbox_dn: 0.116465 loss_giou_dn: 0.443516 loss_class_aux_dn: 2.015035 loss_bbox_aux_dn: 0.705628 loss_giou_aux_dn: 2.472253 loss: 16.443007 eta: 44 days, 1:24:16 batch_cost: 1.0966 data_cost: 0.0015 ips: 7.2956 images/s
[08/08 03:16:07] ppdet.engine INFO: Epoch: [7] [  500/54024] learning_rate: 0.000100 loss_class: 0.706147 loss_bbox: 0.111444 loss_giou: 0.530082 loss_class_aux: 4.364141 loss_bbox_aux: 0.738621 loss_giou_aux: 3.265693 loss_class_dn: 0.355568 loss_bbox_dn: 0.102057 loss_giou_dn: 0.401574 loss_class_aux_dn: 1.921510 loss_bbox_aux_dn: 0.639102 loss_giou_aux_dn: 2.259116 loss: 15.036337 eta: 44 days, 1:25:55 batch_cost: 1.1163 data_cost: 0.0089 ips: 7.1668 images/s
[08/08 03:18:03] ppdet.engine INFO: Epoch: [7] [  600/54024] learning_rate: 0.000100 loss_class: 0.689478 loss_bbox: 0.118994 loss_giou: 0.553284 loss_class_aux: 4.255618 loss_bbox_aux: 0.737680 loss_giou_aux: 3.435906 loss_class_dn: 0.363539 loss_bbox_dn: 0.105286 loss_giou_dn: 0.419151 loss_class_aux_dn: 1.947096 loss_bbox_aux_dn: 0.633729 loss_giou_aux_dn: 2.349237 loss: 15.934550 eta: 44 days, 1:25:11 batch_cost: 1.0944 data_cost: 0.0016 ips: 7.3102 images/s
[08/08 03:19:58] ppdet.engine INFO: Epoch: [7] [  700/54024] learning_rate: 0.000100 loss_class: 0.694449 loss_bbox: 0.114250 loss_giou: 0.484509 loss_class_aux: 4.276026 loss_bbox_aux: 0.747269 loss_giou_aux: 3.009356 loss_class_dn: 0.352637 loss_bbox_dn: 0.100733 loss_giou_dn: 0.382375 loss_class_aux_dn: 1.921877 loss_bbox_aux_dn: 0.620838 loss_giou_aux_dn: 2.198973 loss: 14.994530 eta: 44 days, 1:24:39 batch_cost: 1.0961 data_cost: 0.0017 ips: 7.2984 images/s
[08/08 03:21:56] ppdet.engine INFO: Epoch: [7] [  800/54024] learning_rate: 0.000100 loss_class: 0.722633 loss_bbox: 0.112220 loss_giou: 0.498801 loss_class_aux: 4.440043 loss_bbox_aux: 0.736378 loss_giou_aux: 3.099290 loss_class_dn: 0.355772 loss_bbox_dn: 0.105870 loss_giou_dn: 0.393196 loss_class_aux_dn: 1.922837 loss_bbox_aux_dn: 0.662556 loss_giou_aux_dn: 2.263572 loss: 15.516506 eta: 44 days, 1:27:20 batch_cost: 1.1264 data_cost: 0.0354 ips: 7.1025 images/s
[08/08 03:23:52] ppdet.engine INFO: Epoch: [7] [  900/54024] learning_rate: 0.000100 loss_class: 0.694343 loss_bbox: 0.113049 loss_giou: 0.490897 loss_class_aux: 4.321353 loss_bbox_aux: 0.749276 loss_giou_aux: 3.058101 loss_class_dn: 0.347810 loss_bbox_dn: 0.100460 loss_giou_dn: 0.368453 loss_class_aux_dn: 1.854970 loss_bbox_aux_dn: 0.632800 loss_giou_aux_dn: 2.131381 loss: 15.207600 eta: 44 days, 1:27:51 batch_cost: 1.1061 data_cost: 0.0241 ips: 7.2328 images/s
[08/08 03:25:45] ppdet.engine INFO: Epoch: [7] [ 1000/54024] learning_rate: 0.000100 loss_class: 0.719413 loss_bbox: 0.120311 loss_giou: 0.543728 loss_class_aux: 4.468548 loss_bbox_aux: 0.784655 loss_giou_aux: 3.404520 loss_class_dn: 0.369331 loss_bbox_dn: 0.114998 loss_giou_dn: 0.394573 loss_class_aux_dn: 1.989654 loss_bbox_aux_dn: 0.714858 loss_giou_aux_dn: 2.250956 loss: 15.982800 eta: 44 days, 1:25:16 batch_cost: 1.0771 data_cost: 0.0017 ips: 7.4272 images/s
[08/08 03:28:02] ppdet.engine INFO: Epoch: [7] [ 1100/54024] learning_rate: 0.000100 loss_class: 0.677817 loss_bbox: 0.112493 loss_giou: 0.497607 loss_class_aux: 4.156416 loss_bbox_aux: 0.723794 loss_giou_aux: 3.064923 loss_class_dn: 0.356833 loss_bbox_dn: 0.107513 loss_giou_dn: 0.390878 loss_class_aux_dn: 1.932442 loss_bbox_aux_dn: 0.658196 loss_giou_aux_dn: 2.241082 loss: 15.388006 eta: 44 days, 1:48:09 batch_cost: 1.3169 data_cost: 0.1299 ips: 6.0748 images/s
[08/08 03:29:57] ppdet.engine INFO: Epoch: [7] [ 1200/54024] learning_rate: 0.000100 loss_class: 0.692267 loss_bbox: 0.116832 loss_giou: 0.487619 loss_class_aux: 4.318532 loss_bbox_aux: 0.760822 loss_giou_aux: 3.079737 loss_class_dn: 0.342833 loss_bbox_dn: 0.110083 loss_giou_dn: 0.387133 loss_class_aux_dn: 1.858767 loss_bbox_aux_dn: 0.673861 loss_giou_aux_dn: 2.218645 loss: 15.367612 eta: 44 days, 1:47:45 batch_cost: 1.0982 data_cost: 0.0015 ips: 7.2849 images/s
[08/08 03:31:52] ppdet.engine INFO: Epoch: [7] [ 1300/54024] learning_rate: 0.000100 loss_class: 0.722637 loss_bbox: 0.118033 loss_giou: 0.523899 loss_class_aux: 4.489136 loss_bbox_aux: 0.766412 loss_giou_aux: 3.242143 loss_class_dn: 0.356892 loss_bbox_dn: 0.112949 loss_giou_dn: 0.403435 loss_class_aux_dn: 1.923191 loss_bbox_aux_dn: 0.670605 loss_giou_aux_dn: 2.295898 loss: 15.718778 eta: 44 days, 1:47:14 batch_cost: 1.0969 data_cost: 0.0015 ips: 7.2931 images/s
[08/08 03:33:47] ppdet.engine INFO: Epoch: [7] [ 1400/54024] learning_rate: 0.000100 loss_class: 0.673575 loss_bbox: 0.105344 loss_giou: 0.470547 loss_class_aux: 4.133117 loss_bbox_aux: 0.696643 loss_giou_aux: 2.939963 loss_class_dn: 0.336981 loss_bbox_dn: 0.103859 loss_giou_dn: 0.358187 loss_class_aux_dn: 1.832186 loss_bbox_aux_dn: 0.647000 loss_giou_aux_dn: 2.017174 loss: 15.016878 eta: 44 days, 1:46:54 batch_cost: 1.0989 data_cost: 0.0165 ips: 7.2798 images/s
[08/08 03:35:44] ppdet.engine INFO: Epoch: [7] [ 1500/54024] learning_rate: 0.000100 loss_class: 0.713588 loss_bbox: 0.115319 loss_giou: 0.508121 loss_class_aux: 4.409526 loss_bbox_aux: 0.749182 loss_giou_aux: 3.136931 loss_class_dn: 0.348855 loss_bbox_dn: 0.109470 loss_giou_dn: 0.388023 loss_class_aux_dn: 1.865875 loss_bbox_aux_dn: 0.675536 loss_giou_aux_dn: 2.223622 loss: 14.937346 eta: 44 days, 1:47:52 batch_cost: 1.1111 data_cost: 0.0015 ips: 7.2003 images/s
[08/08 03:37:44] ppdet.engine INFO: Epoch: [7] [ 1600/54024] learning_rate: 0.000100 loss_class: 0.671364 loss_bbox: 0.108529 loss_giou: 0.536977 loss_class_aux: 4.219726 loss_bbox_aux: 0.714174 loss_giou_aux: 3.333442 loss_class_dn: 0.353657 loss_bbox_dn: 0.104057 loss_giou_dn: 0.389791 loss_class_aux_dn: 1.893936 loss_bbox_aux_dn: 0.651509 loss_giou_aux_dn: 2.206180 loss: 15.197965 eta: 44 days, 1:52:28 batch_cost: 1.1459 data_cost: 0.0492 ips: 6.9814 images/s
[08/08 03:39:39] ppdet.engine INFO: Epoch: [7] [ 1700/54024] learning_rate: 0.000100 loss_class: 0.667279 loss_bbox: 0.113166 loss_giou: 0.418911 loss_class_aux: 4.212571 loss_bbox_aux: 0.716641 loss_giou_aux: 2.630758 loss_class_dn: 0.335013 loss_bbox_dn: 0.111486 loss_giou_dn: 0.344362 loss_class_aux_dn: 1.792963 loss_bbox_aux_dn: 0.679635 loss_giou_aux_dn: 1.966240 loss: 14.128170 eta: 44 days, 1:51:15 batch_cost: 1.0907 data_cost: 0.0259 ips: 7.3350 images/s
[08/08 03:41:38] ppdet.engine INFO: Epoch: [7] [ 1800/54024] learning_rate: 0.000100 loss_class: 0.703143 loss_bbox: 0.112636 loss_giou: 0.491494 loss_class_aux: 4.271173 loss_bbox_aux: 0.722911 loss_giou_aux: 3.108094 loss_class_dn: 0.349623 loss_bbox_dn: 0.104677 loss_giou_dn: 0.400845 loss_class_aux_dn: 1.896724 loss_bbox_aux_dn: 0.644831 loss_giou_aux_dn: 2.292027 loss: 15.525545 eta: 44 days, 1:55:12 batch_cost: 1.1400 data_cost: 0.0014 ips: 7.0175 images/s
[08/08 03:43:31] ppdet.engine INFO: Epoch: [7] [ 1900/54024] learning_rate: 0.000100 loss_class: 0.703976 loss_bbox: 0.116365 loss_giou: 0.505795 loss_class_aux: 4.401862 loss_bbox_aux: 0.769109 loss_giou_aux: 3.173002 loss_class_dn: 0.364831 loss_bbox_dn: 0.106405 loss_giou_dn: 0.388673 loss_class_aux_dn: 1.975447 loss_bbox_aux_dn: 0.668438 loss_giou_aux_dn: 2.213723 loss: 15.874136 eta: 44 days, 1:52:41 batch_cost: 1.0784 data_cost: 0.0014 ips: 7.4186 images/s
[08/08 03:45:55] ppdet.engine INFO: Epoch: [7] [ 2000/54024] learning_rate: 0.000100 loss_class: 0.659075 loss_bbox: 0.113385 loss_giou: 0.549196 loss_class_aux: 4.137158 loss_bbox_aux: 0.741401 loss_giou_aux: 3.395279 loss_class_dn: 0.355318 loss_bbox_dn: 0.104387 loss_giou_dn: 0.416719 loss_class_aux_dn: 1.891888 loss_bbox_aux_dn: 0.634526 loss_giou_aux_dn: 2.340204 loss: 15.449153 eta: 44 days, 2:21:39 batch_cost: 1.3799 data_cost: 0.1882 ips: 5.7977 images/s
[08/08 03:47:54] ppdet.engine INFO: Epoch: [7] [ 2100/54024] learning_rate: 0.000100 loss_class: 0.692513 loss_bbox: 0.108653 loss_giou: 0.528836 loss_class_aux: 4.166770 loss_bbox_aux: 0.724599 loss_giou_aux: 3.371113 loss_class_dn: 0.354941 loss_bbox_dn: 0.102415 loss_giou_dn: 0.405481 loss_class_aux_dn: 1.950897 loss_bbox_aux_dn: 0.619892 loss_giou_aux_dn: 2.289687 loss: 15.672089 eta: 44 days, 2:24:48 batch_cost: 1.1331 data_cost: 0.0518 ips: 7.0602 images/s
[08/08 03:49:47] ppdet.engine INFO: Epoch: [7] [ 2200/54024] learning_rate: 0.000100 loss_class: 0.696804 loss_bbox: 0.103860 loss_giou: 0.499344 loss_class_aux: 4.308612 loss_bbox_aux: 0.682259 loss_giou_aux: 3.136080 loss_class_dn: 0.346166 loss_bbox_dn: 0.103106 loss_giou_dn: 0.385939 loss_class_aux_dn: 1.886959 loss_bbox_aux_dn: 0.624363 loss_giou_aux_dn: 2.238789 loss: 14.992968 eta: 44 days, 2:22:13 batch_cost: 1.0784 data_cost: 0.0014 ips: 7.4183 images/s
[08/08 03:51:52] ppdet.engine INFO: Epoch: [7] [ 2300/54024] learning_rate: 0.000100 loss_class: 0.745942 loss_bbox: 0.114407 loss_giou: 0.554282 loss_class_aux: 4.524153 loss_bbox_aux: 0.759603 loss_giou_aux: 3.404554 loss_class_dn: 0.371472 loss_bbox_dn: 0.107303 loss_giou_dn: 0.429931 loss_class_aux_dn: 2.003334 loss_bbox_aux_dn: 0.664546 loss_giou_aux_dn: 2.433959 loss: 16.434078 eta: 44 days, 2:31:53 batch_cost: 1.1962 data_cost: 0.0884 ips: 6.6879 images/s
[08/08 03:53:58] ppdet.engine INFO: Epoch: [7] [ 2400/54024] learning_rate: 0.000100 loss_class: 0.679581 loss_bbox: 0.113321 loss_giou: 0.471151 loss_class_aux: 4.285265 loss_bbox_aux: 0.732553 loss_giou_aux: 2.921129 loss_class_dn: 0.348497 loss_bbox_dn: 0.101270 loss_giou_dn: 0.367900 loss_class_aux_dn: 1.903556 loss_bbox_aux_dn: 0.620793 loss_giou_aux_dn: 2.084024 loss: 14.880934 eta: 44 days, 2:42:12 batch_cost: 1.2028 data_cost: 0.0589 ips: 6.6512 images/s
[08/08 03:55:51] ppdet.engine INFO: Epoch: [7] [ 2500/54024] learning_rate: 0.000100 loss_class: 0.703640 loss_bbox: 0.111531 loss_giou: 0.470726 loss_class_aux: 4.421931 loss_bbox_aux: 0.724465 loss_giou_aux: 2.966610 loss_class_dn: 0.343641 loss_bbox_dn: 0.104403 loss_giou_dn: 0.383921 loss_class_aux_dn: 1.902468 loss_bbox_aux_dn: 0.629413 loss_giou_aux_dn: 2.219440 loss: 15.296567 eta: 44 days, 2:38:45 batch_cost: 1.0703 data_cost: 0.0014 ips: 7.4746 images/s
[08/08 03:57:44] ppdet.engine INFO: Epoch: [7] [ 2600/54024] learning_rate: 0.000100 loss_class: 0.703257 loss_bbox: 0.115269 loss_giou: 0.479637 loss_class_aux: 4.426187 loss_bbox_aux: 0.740397 loss_giou_aux: 3.062455 loss_class_dn: 0.357856 loss_bbox_dn: 0.105132 loss_giou_dn: 0.393663 loss_class_aux_dn: 1.911695 loss_bbox_aux_dn: 0.662869 loss_giou_aux_dn: 2.263662 loss: 15.615145 eta: 44 days, 2:35:49 batch_cost: 1.0752 data_cost: 0.0014 ips: 7.4402 images/s
[08/08 03:59:58] ppdet.engine INFO: Epoch: [7] [ 2700/54024] learning_rate: 0.000100 loss_class: 0.707756 loss_bbox: 0.111957 loss_giou: 0.557105 loss_class_aux: 4.419179 loss_bbox_aux: 0.719651 loss_giou_aux: 3.450844 loss_class_dn: 0.357652 loss_bbox_dn: 0.107433 loss_giou_dn: 0.412051 loss_class_aux_dn: 1.929243 loss_bbox_aux_dn: 0.657325 loss_giou_aux_dn: 2.353969 loss: 15.422458 eta: 44 days, 2:54:46 batch_cost: 1.2874 data_cost: 0.0110 ips: 6.2140 images/s
[08/08 04:01:58] ppdet.engine INFO: Epoch: [7] [ 2800/54024] learning_rate: 0.000100 loss_class: 0.695077 loss_bbox: 0.106774 loss_giou: 0.509728 loss_class_aux: 4.304026 loss_bbox_aux: 0.701928 loss_giou_aux: 3.213279 loss_class_dn: 0.338336 loss_bbox_dn: 0.103463 loss_giou_dn: 0.406793 loss_class_aux_dn: 1.873681 loss_bbox_aux_dn: 0.631864 loss_giou_aux_dn: 2.298650 loss: 15.341220 eta: 44 days, 2:59:10 batch_cost: 1.1468 data_cost: 0.0471 ips: 6.9758 images/s
[08/08 04:04:02] ppdet.engine INFO: Epoch: [7] [ 2900/54024] learning_rate: 0.000100 loss_class: 0.702694 loss_bbox: 0.108339 loss_giou: 0.477399 loss_class_aux: 4.371748 loss_bbox_aux: 0.698790 loss_giou_aux: 2.993216 loss_class_dn: 0.331677 loss_bbox_dn: 0.102545 loss_giou_dn: 0.365542 loss_class_aux_dn: 1.820567 loss_bbox_aux_dn: 0.633253 loss_giou_aux_dn: 2.085698 loss: 14.885759 eta: 44 days, 3:07:24 batch_cost: 1.1843 data_cost: 0.0408 ips: 6.7550 images/s
[08/08 04:05:54] ppdet.engine INFO: Epoch: [7] [ 3000/54024] learning_rate: 0.000100 loss_class: 0.720041 loss_bbox: 0.127236 loss_giou: 0.555550 loss_class_aux: 4.488526 loss_bbox_aux: 0.801658 loss_giou_aux: 3.524127 loss_class_dn: 0.379015 loss_bbox_dn: 0.119325 loss_giou_dn: 0.428051 loss_class_aux_dn: 2.029133 loss_bbox_aux_dn: 0.715952 loss_giou_aux_dn: 2.436328 loss: 16.466993 eta: 44 days, 3:03:16 batch_cost: 1.0640 data_cost: 0.0016 ips: 7.5191 images/s
[08/08 04:07:48] ppdet.engine INFO: Epoch: [7] [ 3100/54024] learning_rate: 0.000100 loss_class: 0.727260 loss_bbox: 0.107612 loss_giou: 0.510887 loss_class_aux: 4.537644 loss_bbox_aux: 0.696824 loss_giou_aux: 3.183800 loss_class_dn: 0.350295 loss_bbox_dn: 0.101778 loss_giou_dn: 0.400836 loss_class_aux_dn: 1.907982 loss_bbox_aux_dn: 0.620904 loss_giou_aux_dn: 2.290547 loss: 15.570844 eta: 44 days, 3:00:58 batch_cost: 1.0820 data_cost: 0.0093 ips: 7.3938 images/s
[08/08 04:09:38] ppdet.engine INFO: Epoch: [7] [ 3200/54024] learning_rate: 0.000100 loss_class: 0.684746 loss_bbox: 0.116691 loss_giou: 0.543234 loss_class_aux: 4.337460 loss_bbox_aux: 0.757489 loss_giou_aux: 3.347195 loss_class_dn: 0.356095 loss_bbox_dn: 0.104960 loss_giou_dn: 0.411333 loss_class_aux_dn: 1.937440 loss_bbox_aux_dn: 0.637825 loss_giou_aux_dn: 2.359007 loss: 16.102052 eta: 44 days, 2:55:41 batch_cost: 1.0526 data_cost: 0.0014 ips: 7.5999 images/s
[08/08 04:11:33] ppdet.engine INFO: Epoch: [7] [ 3300/54024] learning_rate: 0.000100 loss_class: 0.676573 loss_bbox: 0.111843 loss_giou: 0.542329 loss_class_aux: 4.151823 loss_bbox_aux: 0.733791 loss_giou_aux: 3.357528 loss_class_dn: 0.345145 loss_bbox_dn: 0.103590 loss_giou_dn: 0.409873 loss_class_aux_dn: 1.868776 loss_bbox_aux_dn: 0.623760 loss_giou_aux_dn: 2.308388 loss: 15.514655 eta: 44 days, 2:54:57 batch_cost: 1.0972 data_cost: 0.0014 ips: 7.2912 images/s
[08/08 04:13:36] ppdet.engine INFO: Epoch: [7] [ 3400/54024] learning_rate: 0.000100 loss_class: 0.668090 loss_bbox: 0.111260 loss_giou: 0.494756 loss_class_aux: 4.139480 loss_bbox_aux: 0.736154 loss_giou_aux: 3.123593 loss_class_dn: 0.327971 loss_bbox_dn: 0.108295 loss_giou_dn: 0.367614 loss_class_aux_dn: 1.766433 loss_bbox_aux_dn: 0.643429 loss_giou_aux_dn: 2.107619 loss: 14.228362 eta: 44 days, 3:02:46 batch_cost: 1.1810 data_cost: 0.0016 ips: 6.7738 images/s
[08/08 04:15:34] ppdet.engine INFO: Epoch: [7] [ 3500/54024] learning_rate: 0.000100 loss_class: 0.655415 loss_bbox: 0.110298 loss_giou: 0.455197 loss_class_aux: 4.156698 loss_bbox_aux: 0.699525 loss_giou_aux: 2.924567 loss_class_dn: 0.337779 loss_bbox_dn: 0.100419 loss_giou_dn: 0.375262 loss_class_aux_dn: 1.819596 loss_bbox_aux_dn: 0.603128 loss_giou_aux_dn: 2.158069 loss: 14.578629 eta: 44 days, 3:05:01 batch_cost: 1.1269 data_cost: 0.0014 ips: 7.0994 images/s
[08/08 04:17:30] ppdet.engine INFO: Epoch: [7] [ 3600/54024] learning_rate: 0.000100 loss_class: 0.731148 loss_bbox: 0.116554 loss_giou: 0.509741 loss_class_aux: 4.555892 loss_bbox_aux: 0.776866 loss_giou_aux: 3.200174 loss_class_dn: 0.368355 loss_bbox_dn: 0.112857 loss_giou_dn: 0.409056 loss_class_aux_dn: 1.982773 loss_bbox_aux_dn: 0.665039 loss_giou_aux_dn: 2.331905 loss: 16.337009 eta: 44 days, 3:05:13 batch_cost: 1.1067 data_cost: 0.0014 ips: 7.2290 images/s
[08/08 04:19:23] ppdet.engine INFO: Epoch: [7] [ 3700/54024] learning_rate: 0.000100 loss_class: 0.712171 loss_bbox: 0.104983 loss_giou: 0.497572 loss_class_aux: 4.312108 loss_bbox_aux: 0.696472 loss_giou_aux: 3.133994 loss_class_dn: 0.352687 loss_bbox_dn: 0.099346 loss_giou_dn: 0.385453 loss_class_aux_dn: 1.868114 loss_bbox_aux_dn: 0.623902 loss_giou_aux_dn: 2.215980 loss: 15.354762 eta: 44 days, 3:02:02 batch_cost: 1.0732 data_cost: 0.0015 ips: 7.4541 images/s
[08/08 04:21:15] ppdet.engine INFO: Epoch: [7] [ 3800/54024] learning_rate: 0.000100 loss_class: 0.686466 loss_bbox: 0.111659 loss_giou: 0.501187 loss_class_aux: 4.270395 loss_bbox_aux: 0.693749 loss_giou_aux: 3.127156 loss_class_dn: 0.326409 loss_bbox_dn: 0.101049 loss_giou_dn: 0.366689 loss_class_aux_dn: 1.800635 loss_bbox_aux_dn: 0.635939 loss_giou_aux_dn: 2.099522 loss: 14.570735 eta: 44 days, 2:58:17 batch_cost: 1.0677 data_cost: 0.0015 ips: 7.4930 images/s
[08/08 04:23:07] ppdet.engine INFO: Epoch: [7] [ 3900/54024] learning_rate: 0.000100 loss_class: 0.729551 loss_bbox: 0.115331 loss_giou: 0.541339 loss_class_aux: 4.572545 loss_bbox_aux: 0.755941 loss_giou_aux: 3.362374 loss_class_dn: 0.362690 loss_bbox_dn: 0.109359 loss_giou_dn: 0.413283 loss_class_aux_dn: 1.980231 loss_bbox_aux_dn: 0.662965 loss_giou_aux_dn: 2.331470 loss: 15.956960 eta: 44 days, 2:54:02 batch_cost: 1.0627 data_cost: 0.0014 ips: 7.5279 images/s
[08/08 04:25:03] ppdet.engine INFO: Epoch: [7] [ 4000/54024] learning_rate: 0.000100 loss_class: 0.712776 loss_bbox: 0.118209 loss_giou: 0.548059 loss_class_aux: 4.378888 loss_bbox_aux: 0.767453 loss_giou_aux: 3.381212 loss_class_dn: 0.350776 loss_bbox_dn: 0.110901 loss_giou_dn: 0.409505 loss_class_aux_dn: 1.938981 loss_bbox_aux_dn: 0.656152 loss_giou_aux_dn: 2.373853 loss: 16.133015 eta: 44 days, 2:53:31 batch_cost: 1.0996 data_cost: 0.0014 ips: 7.2752 images/s
[08/08 04:26:56] ppdet.engine INFO: Epoch: [7] [ 4100/54024] learning_rate: 0.000100 loss_class: 0.670460 loss_bbox: 0.103066 loss_giou: 0.475150 loss_class_aux: 4.146235 loss_bbox_aux: 0.686631 loss_giou_aux: 2.972385 loss_class_dn: 0.319462 loss_bbox_dn: 0.108605 loss_giou_dn: 0.370104 loss_class_aux_dn: 1.738615 loss_bbox_aux_dn: 0.670116 loss_giou_aux_dn: 2.113000 loss: 14.515315 eta: 44 days, 2:50:31 batch_cost: 1.0750 data_cost: 0.0014 ips: 7.4419 images/s
[08/08 04:28:49] ppdet.engine INFO: Epoch: [7] [ 4200/54024] learning_rate: 0.000100 loss_class: 0.661268 loss_bbox: 0.111512 loss_giou: 0.502978 loss_class_aux: 4.136540 loss_bbox_aux: 0.734764 loss_giou_aux: 3.151280 loss_class_dn: 0.346763 loss_bbox_dn: 0.104929 loss_giou_dn: 0.371739 loss_class_aux_dn: 1.887374 loss_bbox_aux_dn: 0.657889 loss_giou_aux_dn: 2.102377 loss: 15.325503 eta: 44 days, 2:48:22 batch_cost: 1.0834 data_cost: 0.0015 ips: 7.3841 images/s
[08/08 04:30:49] ppdet.engine INFO: Epoch: [7] [ 4300/54024] learning_rate: 0.000100 loss_class: 0.672783 loss_bbox: 0.114322 loss_giou: 0.464317 loss_class_aux: 4.153815 loss_bbox_aux: 0.755876 loss_giou_aux: 2.890052 loss_class_dn: 0.344287 loss_bbox_dn: 0.112876 loss_giou_dn: 0.380597 loss_class_aux_dn: 1.858186 loss_bbox_aux_dn: 0.701611 loss_giou_aux_dn: 2.139037 loss: 15.506446 eta: 44 days, 2:51:54 batch_cost: 1.1401 data_cost: 0.0272 ips: 7.0167 images/s
[08/08 04:32:42] ppdet.engine INFO: Epoch: [7] [ 4400/54024] learning_rate: 0.000100 loss_class: 0.655152 loss_bbox: 0.105592 loss_giou: 0.443773 loss_class_aux: 4.051519 loss_bbox_aux: 0.697066 loss_giou_aux: 2.774531 loss_class_dn: 0.329460 loss_bbox_dn: 0.106336 loss_giou_dn: 0.355598 loss_class_aux_dn: 1.765070 loss_bbox_aux_dn: 0.646538 loss_giou_aux_dn: 2.029305 loss: 14.151471 eta: 44 days, 2:49:20 batch_cost: 1.0793 data_cost: 0.0015 ips: 7.4123 images/s
[08/08 04:34:43] ppdet.engine INFO: Epoch: [7] [ 4500/54024] learning_rate: 0.000100 loss_class: 0.697024 loss_bbox: 0.109096 loss_giou: 0.566369 loss_class_aux: 4.366414 loss_bbox_aux: 0.723922 loss_giou_aux: 3.516506 loss_class_dn: 0.366763 loss_bbox_dn: 0.094670 loss_giou_dn: 0.411893 loss_class_aux_dn: 1.962790 loss_bbox_aux_dn: 0.599420 loss_giou_aux_dn: 2.360292 loss: 15.814989 eta: 44 days, 2:54:49 batch_cost: 1.1598 data_cost: 0.0814 ips: 6.8977 images/s
[08/08 04:36:36] ppdet.engine INFO: Epoch: [7] [ 4600/54024] learning_rate: 0.000100 loss_class: 0.695575 loss_bbox: 0.116648 loss_giou: 0.492124 loss_class_aux: 4.294102 loss_bbox_aux: 0.751099 loss_giou_aux: 3.075570 loss_class_dn: 0.356991 loss_bbox_dn: 0.105934 loss_giou_dn: 0.394787 loss_class_aux_dn: 1.921750 loss_bbox_aux_dn: 0.638903 loss_giou_aux_dn: 2.241246 loss: 15.658354 eta: 44 days, 2:51:59 batch_cost: 1.0768 data_cost: 0.0015 ips: 7.4294 images/s
[08/08 04:38:29] ppdet.engine INFO: Epoch: [7] [ 4700/54024] learning_rate: 0.000100 loss_class: 0.675200 loss_bbox: 0.113742 loss_giou: 0.475891 loss_class_aux: 4.223423 loss_bbox_aux: 0.737319 loss_giou_aux: 2.961753 loss_class_dn: 0.334078 loss_bbox_dn: 0.103750 loss_giou_dn: 0.385220 loss_class_aux_dn: 1.808764 loss_bbox_aux_dn: 0.648742 loss_giou_aux_dn: 2.189756 loss: 14.970643 eta: 44 days, 2:49:18 batch_cost: 1.0782 data_cost: 0.0015 ips: 7.4201 images/s
[08/08 04:40:28] ppdet.engine INFO: Epoch: [7] [ 4800/54024] learning_rate: 0.000100 loss_class: 0.730840 loss_bbox: 0.113319 loss_giou: 0.515313 loss_class_aux: 4.426401 loss_bbox_aux: 0.740653 loss_giou_aux: 3.237653 loss_class_dn: 0.359250 loss_bbox_dn: 0.111296 loss_giou_dn: 0.408458 loss_class_aux_dn: 1.943530 loss_bbox_aux_dn: 0.702181 loss_giou_aux_dn: 2.295658 loss: 15.915132 eta: 44 days, 2:52:43 batch_cost: 1.1396 data_cost: 0.0014 ips: 7.0201 images/s
[08/08 04:42:20] ppdet.engine INFO: Epoch: [7] [ 4900/54024] learning_rate: 0.000100 loss_class: 0.749328 loss_bbox: 0.117612 loss_giou: 0.528110 loss_class_aux: 4.604092 loss_bbox_aux: 0.756086 loss_giou_aux: 3.292655 loss_class_dn: 0.374818 loss_bbox_dn: 0.108549 loss_giou_dn: 0.415801 loss_class_aux_dn: 2.006572 loss_bbox_aux_dn: 0.690201 loss_giou_aux_dn: 2.366316 loss: 16.422608 eta: 44 days, 2:48:32 batch_cost: 1.0632 data_cost: 0.0015 ips: 7.5246 images/s
[08/08 04:44:20] ppdet.engine INFO: Epoch: [7] [ 5000/54024] learning_rate: 0.000100 loss_class: 0.687867 loss_bbox: 0.115673 loss_giou: 0.486352 loss_class_aux: 4.310436 loss_bbox_aux: 0.754920 loss_giou_aux: 3.072462 loss_class_dn: 0.341298 loss_bbox_dn: 0.112250 loss_giou_dn: 0.385191 loss_class_aux_dn: 1.852589 loss_bbox_aux_dn: 0.668042 loss_giou_aux_dn: 2.207371 loss: 14.801726 eta: 44 days, 2:52:04 batch_cost: 1.1410 data_cost: 0.0015 ips: 7.0113 images/s
[08/08 04:46:13] ppdet.engine INFO: Epoch: [7] [ 5100/54024] learning_rate: 0.000100 loss_class: 0.712686 loss_bbox: 0.118166 loss_giou: 0.535763 loss_class_aux: 4.383535 loss_bbox_aux: 0.774014 loss_giou_aux: 3.366948 loss_class_dn: 0.354889 loss_bbox_dn: 0.103994 loss_giou_dn: 0.412485 loss_class_aux_dn: 1.934866 loss_bbox_aux_dn: 0.649748 loss_giou_aux_dn: 2.338947 loss: 15.868572 eta: 44 days, 2:49:36 batch_cost: 1.0803 data_cost: 0.0015 ips: 7.4052 images/s
[08/08 04:48:06] ppdet.engine INFO: Epoch: [7] [ 5200/54024] learning_rate: 0.000100 loss_class: 0.706757 loss_bbox: 0.111786 loss_giou: 0.506345 loss_class_aux: 4.318894 loss_bbox_aux: 0.723481 loss_giou_aux: 3.169431 loss_class_dn: 0.355195 loss_bbox_dn: 0.104647 loss_giou_dn: 0.381876 loss_class_aux_dn: 1.892407 loss_bbox_aux_dn: 0.647551 loss_giou_aux_dn: 2.201321 loss: 15.436123 eta: 44 days, 2:46:50 batch_cost: 1.0774 data_cost: 0.0015 ips: 7.4251 images/s
[08/08 04:49:59] ppdet.engine INFO: Epoch: [7] [ 5300/54024] learning_rate: 0.000100 loss_class: 0.676112 loss_bbox: 0.114656 loss_giou: 0.461147 loss_class_aux: 4.250467 loss_bbox_aux: 0.747196 loss_giou_aux: 2.898186 loss_class_dn: 0.335374 loss_bbox_dn: 0.111649 loss_giou_dn: 0.352209 loss_class_aux_dn: 1.834153 loss_bbox_aux_dn: 0.690703 loss_giou_aux_dn: 2.003228 loss: 14.597175 eta: 44 days, 2:43:48 batch_cost: 1.0746 data_cost: 0.0014 ips: 7.4445 images/s
[08/08 04:51:56] ppdet.engine INFO: Epoch: [7] [ 5400/54024] learning_rate: 0.000100 loss_class: 0.646682 loss_bbox: 0.105622 loss_giou: 0.482949 loss_class_aux: 3.933366 loss_bbox_aux: 0.668901 loss_giou_aux: 3.014936 loss_class_dn: 0.331479 loss_bbox_dn: 0.097195 loss_giou_dn: 0.372289 loss_class_aux_dn: 1.768553 loss_bbox_aux_dn: 0.595747 loss_giou_aux_dn: 2.099207 loss: 14.646697 eta: 44 days, 2:44:45 batch_cost: 1.1151 data_cost: 0.0189 ips: 7.1741 images/s
[08/08 04:53:48] ppdet.engine INFO: Epoch: [7] [ 5500/54024] learning_rate: 0.000100 loss_class: 0.679414 loss_bbox: 0.099256 loss_giou: 0.495035 loss_class_aux: 4.164002 loss_bbox_aux: 0.652365 loss_giou_aux: 3.040738 loss_class_dn: 0.331767 loss_bbox_dn: 0.092884 loss_giou_dn: 0.383444 loss_class_aux_dn: 1.789235 loss_bbox_aux_dn: 0.578936 loss_giou_aux_dn: 2.155374 loss: 14.466859 eta: 44 days, 2:41:43 batch_cost: 1.0747 data_cost: 0.0016 ips: 7.4436 images/s
[08/08 04:55:49] ppdet.engine INFO: Epoch: [7] [ 5600/54024] learning_rate: 0.000100 loss_class: 0.706269 loss_bbox: 0.112662 loss_giou: 0.495354 loss_class_aux: 4.363275 loss_bbox_aux: 0.750755 loss_giou_aux: 3.063400 loss_class_dn: 0.357533 loss_bbox_dn: 0.098029 loss_giou_dn: 0.380326 loss_class_aux_dn: 1.918872 loss_bbox_aux_dn: 0.610288 loss_giou_aux_dn: 2.168892 loss: 15.475169 eta: 44 days, 2:46:35 batch_cost: 1.1552 data_cost: 0.0014 ips: 6.9252 images/s
[08/08 04:57:46] ppdet.engine INFO: Epoch: [7] [ 5700/54024] learning_rate: 0.000100 loss_class: 0.740976 loss_bbox: 0.115817 loss_giou: 0.561496 loss_class_aux: 4.634091 loss_bbox_aux: 0.750420 loss_giou_aux: 3.512027 loss_class_dn: 0.381051 loss_bbox_dn: 0.108262 loss_giou_dn: 0.439235 loss_class_aux_dn: 2.075443 loss_bbox_aux_dn: 0.672886 loss_giou_aux_dn: 2.507111 loss: 16.669530 eta: 44 days, 2:46:48 batch_cost: 1.1079 data_cost: 0.0571 ips: 7.2210 images/s
[08/08 04:59:48] ppdet.engine INFO: Epoch: [7] [ 5800/54024] learning_rate: 0.000100 loss_class: 0.686865 loss_bbox: 0.108516 loss_giou: 0.509161 loss_class_aux: 4.294505 loss_bbox_aux: 0.721121 loss_giou_aux: 3.158123 loss_class_dn: 0.348742 loss_bbox_dn: 0.105359 loss_giou_dn: 0.398301 loss_class_aux_dn: 1.882235 loss_bbox_aux_dn: 0.648793 loss_giou_aux_dn: 2.268233 loss: 15.300010 eta: 44 days, 2:52:26 batch_cost: 1.1634 data_cost: 0.0083 ips: 6.8766 images/s
[08/08 05:01:50] ppdet.engine INFO: Epoch: [7] [ 5900/54024] learning_rate: 0.000100 loss_class: 0.724417 loss_bbox: 0.111856 loss_giou: 0.479357 loss_class_aux: 4.413390 loss_bbox_aux: 0.746471 loss_giou_aux: 2.996635 loss_class_dn: 0.357070 loss_bbox_dn: 0.104249 loss_giou_dn: 0.379238 loss_class_aux_dn: 1.932294 loss_bbox_aux_dn: 0.662262 loss_giou_aux_dn: 2.113135 loss: 15.385884 eta: 44 days, 2:58:23 batch_cost: 1.1670 data_cost: 0.0014 ips: 6.8552 images/s
[08/08 05:03:45] ppdet.engine INFO: Epoch: [7] [ 6000/54024] learning_rate: 0.000100 loss_class: 0.692972 loss_bbox: 0.107246 loss_giou: 0.495428 loss_class_aux: 4.345714 loss_bbox_aux: 0.706299 loss_giou_aux: 3.115663 loss_class_dn: 0.355003 loss_bbox_dn: 0.100065 loss_giou_dn: 0.395498 loss_class_aux_dn: 1.904993 loss_bbox_aux_dn: 0.612703 loss_giou_aux_dn: 2.251141 loss: 15.355939 eta: 44 days, 2:56:59 batch_cost: 1.0918 data_cost: 0.0015 ips: 7.3273 images/s
[08/08 05:05:42] ppdet.engine INFO: Epoch: [7] [ 6100/54024] learning_rate: 0.000100 loss_class: 0.703949 loss_bbox: 0.112012 loss_giou: 0.549505 loss_class_aux: 4.344219 loss_bbox_aux: 0.720269 loss_giou_aux: 3.441592 loss_class_dn: 0.365722 loss_bbox_dn: 0.104067 loss_giou_dn: 0.412320 loss_class_aux_dn: 1.975742 loss_bbox_aux_dn: 0.645598 loss_giou_aux_dn: 2.359451 loss: 15.688516 eta: 44 days, 2:58:22 batch_cost: 1.1203 data_cost: 0.0015 ips: 7.1411 images/s
[08/08 05:07:36] ppdet.engine INFO: Epoch: [7] [ 6200/54024] learning_rate: 0.000100 loss_class: 0.666875 loss_bbox: 0.107299 loss_giou: 0.480038 loss_class_aux: 4.085094 loss_bbox_aux: 0.684300 loss_giou_aux: 3.045345 loss_class_dn: 0.324715 loss_bbox_dn: 0.105279 loss_giou_dn: 0.367743 loss_class_aux_dn: 1.753063 loss_bbox_aux_dn: 0.629269 loss_giou_aux_dn: 2.104728 loss: 14.383334 eta: 44 days, 2:56:41 batch_cost: 1.0889 data_cost: 0.0017 ips: 7.3466 images/s
[08/08 05:09:39] ppdet.engine INFO: Epoch: [7] [ 6300/54024] learning_rate: 0.000100 loss_class: 0.689551 loss_bbox: 0.115532 loss_giou: 0.506031 loss_class_aux: 4.303378 loss_bbox_aux: 0.750582 loss_giou_aux: 3.132607 loss_class_dn: 0.346852 loss_bbox_dn: 0.105300 loss_giou_dn: 0.379747 loss_class_aux_dn: 1.873715 loss_bbox_aux_dn: 0.645122 loss_giou_aux_dn: 2.180226 loss: 15.463902 eta: 44 days, 3:03:37 batch_cost: 1.1778 data_cost: 0.0618 ips: 6.7924 images/s
[08/08 05:11:30] ppdet.engine INFO: Epoch: [7] [ 6400/54024] learning_rate: 0.000100 loss_class: 0.716019 loss_bbox: 0.112622 loss_giou: 0.537456 loss_class_aux: 4.427613 loss_bbox_aux: 0.741248 loss_giou_aux: 3.358744 loss_class_dn: 0.363286 loss_bbox_dn: 0.105127 loss_giou_dn: 0.406745 loss_class_aux_dn: 1.940938 loss_bbox_aux_dn: 0.637432 loss_giou_aux_dn: 2.320878 loss: 15.691836 eta: 44 days, 2:58:22 batch_cost: 1.0521 data_cost: 0.0014 ips: 7.6039 images/s
[08/08 05:13:27] ppdet.engine INFO: Epoch: [7] [ 6500/54024] learning_rate: 0.000100 loss_class: 0.744716 loss_bbox: 0.109783 loss_giou: 0.489989 loss_class_aux: 4.501085 loss_bbox_aux: 0.709702 loss_giou_aux: 3.135107 loss_class_dn: 0.349741 loss_bbox_dn: 0.113407 loss_giou_dn: 0.404357 loss_class_aux_dn: 1.859193 loss_bbox_aux_dn: 0.684552 loss_giou_aux_dn: 2.290815 loss: 15.388146 eta: 44 days, 2:58:53 batch_cost: 1.1118 data_cost: 0.0014 ips: 7.1954 images/s
[08/08 05:15:22] ppdet.engine INFO: Epoch: [7] [ 6600/54024] learning_rate: 0.000100 loss_class: 0.687482 loss_bbox: 0.106214 loss_giou: 0.514907 loss_class_aux: 4.110904 loss_bbox_aux: 0.692681 loss_giou_aux: 3.192319 loss_class_dn: 0.358260 loss_bbox_dn: 0.100368 loss_giou_dn: 0.379218 loss_class_aux_dn: 1.917127 loss_bbox_aux_dn: 0.602691 loss_giou_aux_dn: 2.141757 loss: 15.468258 eta: 44 days, 2:58:10 batch_cost: 1.0990 data_cost: 0.0130 ips: 7.2794 images/s
[08/08 05:17:17] ppdet.engine INFO: Epoch: [7] [ 6700/54024] learning_rate: 0.000100 loss_class: 0.731155 loss_bbox: 0.115283 loss_giou: 0.548107 loss_class_aux: 4.477357 loss_bbox_aux: 0.746851 loss_giou_aux: 3.403059 loss_class_dn: 0.373501 loss_bbox_dn: 0.110968 loss_giou_dn: 0.430050 loss_class_aux_dn: 1.979022 loss_bbox_aux_dn: 0.649992 loss_giou_aux_dn: 2.470504 loss: 16.237195 eta: 44 days, 2:57:50 batch_cost: 1.1031 data_cost: 0.0351 ips: 7.2525 images/s
[08/08 05:19:12] ppdet.engine INFO: Epoch: [7] [ 6800/54024] learning_rate: 0.000100 loss_class: 0.745731 loss_bbox: 0.117826 loss_giou: 0.523588 loss_class_aux: 4.626877 loss_bbox_aux: 0.791467 loss_giou_aux: 3.220977 loss_class_dn: 0.369427 loss_bbox_dn: 0.114227 loss_giou_dn: 0.405352 loss_class_aux_dn: 1.975171 loss_bbox_aux_dn: 0.708612 loss_giou_aux_dn: 2.307937 loss: 16.173814 eta: 44 days, 2:56:58 batch_cost: 1.0976 data_cost: 0.0300 ips: 7.2885 images/s
[08/08 05:21:07] ppdet.engine INFO: Epoch: [7] [ 6900/54024] learning_rate: 0.000100 loss_class: 0.685738 loss_bbox: 0.107226 loss_giou: 0.467662 loss_class_aux: 4.234622 loss_bbox_aux: 0.681098 loss_giou_aux: 2.889214 loss_class_dn: 0.340783 loss_bbox_dn: 0.102802 loss_giou_dn: 0.377853 loss_class_aux_dn: 1.810995 loss_bbox_aux_dn: 0.629761 loss_giou_aux_dn: 2.140092 loss: 14.709666 eta: 44 days, 2:55:41 batch_cost: 1.0931 data_cost: 0.0014 ips: 7.3185 images/s
[08/08 05:23:04] ppdet.engine INFO: Epoch: [7] [ 7000/54024] learning_rate: 0.000100 loss_class: 0.676553 loss_bbox: 0.105991 loss_giou: 0.471567 loss_class_aux: 4.187651 loss_bbox_aux: 0.678901 loss_giou_aux: 2.978750 loss_class_dn: 0.325513 loss_bbox_dn: 0.106558 loss_giou_dn: 0.369576 loss_class_aux_dn: 1.762808 loss_bbox_aux_dn: 0.657476 loss_giou_aux_dn: 2.071899 loss: 14.105315 eta: 44 days, 2:56:04 batch_cost: 1.1107 data_cost: 0.0416 ips: 7.2024 images/s
[08/08 05:25:04] ppdet.engine INFO: Epoch: [7] [ 7100/54024] learning_rate: 0.000100 loss_class: 0.755761 loss_bbox: 0.114569 loss_giou: 0.535776 loss_class_aux: 4.568991 loss_bbox_aux: 0.746449 loss_giou_aux: 3.345668 loss_class_dn: 0.379755 loss_bbox_dn: 0.105167 loss_giou_dn: 0.412677 loss_class_aux_dn: 2.047893 loss_bbox_aux_dn: 0.647817 loss_giou_aux_dn: 2.341385 loss: 16.514512 eta: 44 days, 3:00:13 batch_cost: 1.1502 data_cost: 0.0165 ips: 6.9553 images/s
[08/08 05:27:07] ppdet.engine INFO: Epoch: [7] [ 7200/54024] learning_rate: 0.000100 loss_class: 0.668213 loss_bbox: 0.114235 loss_giou: 0.469551 loss_class_aux: 4.144413 loss_bbox_aux: 0.744717 loss_giou_aux: 2.968424 loss_class_dn: 0.345638 loss_bbox_dn: 0.099698 loss_giou_dn: 0.377336 loss_class_aux_dn: 1.872414 loss_bbox_aux_dn: 0.619019 loss_giou_aux_dn: 2.154932 loss: 15.189362 eta: 44 days, 3:06:52 batch_cost: 1.1765 data_cost: 0.0014 ips: 6.7996 images/s
[08/08 05:29:05] ppdet.engine INFO: Epoch: [7] [ 7300/54024] learning_rate: 0.000100 loss_class: 0.731172 loss_bbox: 0.120411 loss_giou: 0.544321 loss_class_aux: 4.580188 loss_bbox_aux: 0.777977 loss_giou_aux: 3.341494 loss_class_dn: 0.351487 loss_bbox_dn: 0.110193 loss_giou_dn: 0.410415 loss_class_aux_dn: 1.900596 loss_bbox_aux_dn: 0.668438 loss_giou_aux_dn: 2.327651 loss: 15.728702 eta: 44 days, 3:08:30 batch_cost: 1.1242 data_cost: 0.0015 ips: 7.1162 images/s
[08/08 05:31:21] ppdet.engine INFO: Epoch: [7] [ 7400/54024] learning_rate: 0.000100 loss_class: 0.654302 loss_bbox: 0.103940 loss_giou: 0.436670 loss_class_aux: 4.028035 loss_bbox_aux: 0.664824 loss_giou_aux: 2.756773 loss_class_dn: 0.326867 loss_bbox_dn: 0.100883 loss_giou_dn: 0.344711 loss_class_aux_dn: 1.820020 loss_bbox_aux_dn: 0.620837 loss_giou_aux_dn: 1.990416 loss: 14.255185 eta: 44 days, 3:27:23 batch_cost: 1.3058 data_cost: 0.0080 ips: 6.1267 images/s
[08/08 05:33:20] ppdet.engine INFO: Epoch: [7] [ 7500/54024] learning_rate: 0.000100 loss_class: 0.683694 loss_bbox: 0.104447 loss_giou: 0.501349 loss_class_aux: 4.309718 loss_bbox_aux: 0.685463 loss_giou_aux: 3.097224 loss_class_dn: 0.342785 loss_bbox_dn: 0.097498 loss_giou_dn: 0.385973 loss_class_aux_dn: 1.871949 loss_bbox_aux_dn: 0.604526 loss_giou_aux_dn: 2.203980 loss: 15.586670 eta: 44 days, 3:30:30 batch_cost: 1.1404 data_cost: 0.0342 ips: 7.0151 images/s
[08/08 05:35:23] ppdet.engine INFO: Epoch: [7] [ 7600/54024] learning_rate: 0.000100 loss_class: 0.694704 loss_bbox: 0.113947 loss_giou: 0.519566 loss_class_aux: 4.320545 loss_bbox_aux: 0.726381 loss_giou_aux: 3.241872 loss_class_dn: 0.362221 loss_bbox_dn: 0.107729 loss_giou_dn: 0.400991 loss_class_aux_dn: 1.946661 loss_bbox_aux_dn: 0.665870 loss_giou_aux_dn: 2.286224 loss: 15.406233 eta: 44 days, 3:37:03 batch_cost: 1.1769 data_cost: 0.0678 ips: 6.7975 images/s
[08/08 05:37:27] ppdet.engine INFO: Epoch: [7] [ 7700/54024] learning_rate: 0.000100 loss_class: 0.721015 loss_bbox: 0.113771 loss_giou: 0.494569 loss_class_aux: 4.439676 loss_bbox_aux: 0.746391 loss_giou_aux: 3.099330 loss_class_dn: 0.361510 loss_bbox_dn: 0.104781 loss_giou_dn: 0.390342 loss_class_aux_dn: 1.946785 loss_bbox_aux_dn: 0.639915 loss_giou_aux_dn: 2.262852 loss: 16.053819 eta: 44 days, 3:44:37 batch_cost: 1.1877 data_cost: 0.0524 ips: 6.7359 images/s
[08/08 05:39:26] ppdet.engine INFO: Epoch: [7] [ 7800/54024] learning_rate: 0.000100 loss_class: 0.658172 loss_bbox: 0.111108 loss_giou: 0.477230 loss_class_aux: 4.104954 loss_bbox_aux: 0.724378 loss_giou_aux: 2.962648 loss_class_dn: 0.330995 loss_bbox_dn: 0.102173 loss_giou_dn: 0.368945 loss_class_aux_dn: 1.775687 loss_bbox_aux_dn: 0.644620 loss_giou_aux_dn: 2.120167 loss: 14.589330 eta: 44 days, 3:46:53 batch_cost: 1.1321 data_cost: 0.0187 ips: 7.0667 images/s
[08/08 05:41:22] ppdet.engine INFO: Epoch: [7] [ 7900/54024] learning_rate: 0.000100 loss_class: 0.684033 loss_bbox: 0.111688 loss_giou: 0.548948 loss_class_aux: 4.263977 loss_bbox_aux: 0.730728 loss_giou_aux: 3.453840 loss_class_dn: 0.362564 loss_bbox_dn: 0.109242 loss_giou_dn: 0.403146 loss_class_aux_dn: 1.966438 loss_bbox_aux_dn: 0.657910 loss_giou_aux_dn: 2.323041 loss: 16.095101 eta: 44 days, 3:47:07 batch_cost: 1.1107 data_cost: 0.0015 ips: 7.2028 images/s
[08/08 05:43:21] ppdet.engine INFO: Epoch: [7] [ 8000/54024] learning_rate: 0.000100 loss_class: 0.679864 loss_bbox: 0.107590 loss_giou: 0.477704 loss_class_aux: 4.188498 loss_bbox_aux: 0.695332 loss_giou_aux: 2.945394 loss_class_dn: 0.345208 loss_bbox_dn: 0.107172 loss_giou_dn: 0.368987 loss_class_aux_dn: 1.843755 loss_bbox_aux_dn: 0.664296 loss_giou_aux_dn: 2.087420 loss: 14.852467 eta: 44 days, 3:49:48 batch_cost: 1.1367 data_cost: 0.0014 ips: 7.0380 images/s
[08/08 05:45:27] ppdet.engine INFO: Epoch: [7] [ 8100/54024] learning_rate: 0.000100 loss_class: 0.688498 loss_bbox: 0.110224 loss_giou: 0.480837 loss_class_aux: 4.264938 loss_bbox_aux: 0.716288 loss_giou_aux: 2.984865 loss_class_dn: 0.337023 loss_bbox_dn: 0.109107 loss_giou_dn: 0.381848 loss_class_aux_dn: 1.852117 loss_bbox_aux_dn: 0.652007 loss_giou_aux_dn: 2.160817 loss: 15.228955 eta: 44 days, 3:58:55 batch_cost: 1.2053 data_cost: 0.0067 ips: 6.6376 images/s
[08/08 05:47:33] ppdet.engine INFO: Epoch: [7] [ 8200/54024] learning_rate: 0.000100 loss_class: 0.699770 loss_bbox: 0.114546 loss_giou: 0.508660 loss_class_aux: 4.288600 loss_bbox_aux: 0.742987 loss_giou_aux: 3.192928 loss_class_dn: 0.348185 loss_bbox_dn: 0.107589 loss_giou_dn: 0.402040 loss_class_aux_dn: 1.887116 loss_bbox_aux_dn: 0.649722 loss_giou_aux_dn: 2.280529 loss: 15.485005 eta: 44 days, 4:07:38 batch_cost: 1.2016 data_cost: 0.1198 ips: 6.6580 images/s
[08/08 05:49:40] ppdet.engine INFO: Epoch: [7] [ 8300/54024] learning_rate: 0.000100 loss_class: 0.686487 loss_bbox: 0.109182 loss_giou: 0.457429 loss_class_aux: 4.225364 loss_bbox_aux: 0.717490 loss_giou_aux: 2.883957 loss_class_dn: 0.332482 loss_bbox_dn: 0.104618 loss_giou_dn: 0.356922 loss_class_aux_dn: 1.853593 loss_bbox_aux_dn: 0.629679 loss_giou_aux_dn: 2.073099 loss: 14.666765 eta: 44 days, 4:17:37 batch_cost: 1.2152 data_cost: 0.0542 ips: 6.5831 images/s
[08/08 05:51:42] ppdet.engine INFO: Epoch: [7] [ 8400/54024] learning_rate: 0.000100 loss_class: 0.688436 loss_bbox: 0.113877 loss_giou: 0.514966 loss_class_aux: 4.345896 loss_bbox_aux: 0.719294 loss_giou_aux: 3.203014 loss_class_dn: 0.353620 loss_bbox_dn: 0.098436 loss_giou_dn: 0.378914 loss_class_aux_dn: 1.935768 loss_bbox_aux_dn: 0.621935 loss_giou_aux_dn: 2.125924 loss: 15.909840 eta: 44 days, 4:22:36 batch_cost: 1.1624 data_cost: 0.0179 ips: 6.8825 images/s
[08/08 05:53:35] ppdet.engine INFO: Epoch: [7] [ 8500/54024] learning_rate: 0.000100 loss_class: 0.705298 loss_bbox: 0.113127 loss_giou: 0.521971 loss_class_aux: 4.295462 loss_bbox_aux: 0.723697 loss_giou_aux: 3.239240 loss_class_dn: 0.355070 loss_bbox_dn: 0.100625 loss_giou_dn: 0.409315 loss_class_aux_dn: 1.915484 loss_bbox_aux_dn: 0.614351 loss_giou_aux_dn: 2.315494 loss: 15.373371 eta: 44 days, 4:19:08 batch_cost: 1.0720 data_cost: 0.0013 ips: 7.4630 images/s
[08/08 05:55:37] ppdet.engine INFO: Epoch: [7] [ 8600/54024] learning_rate: 0.000100 loss_class: 0.717341 loss_bbox: 0.108898 loss_giou: 0.505139 loss_class_aux: 4.328984 loss_bbox_aux: 0.708639 loss_giou_aux: 3.142611 loss_class_dn: 0.354801 loss_bbox_dn: 0.101731 loss_giou_dn: 0.401167 loss_class_aux_dn: 1.901596 loss_bbox_aux_dn: 0.616867 loss_giou_aux_dn: 2.271391 loss: 15.662508 eta: 44 days, 4:24:23 batch_cost: 1.1654 data_cost: 0.0013 ips: 6.8648 images/s
[08/08 05:57:43] ppdet.engine INFO: Epoch: [7] [ 8700/54024] learning_rate: 0.000100 loss_class: 0.731296 loss_bbox: 0.118338 loss_giou: 0.527936 loss_class_aux: 4.547260 loss_bbox_aux: 0.759566 loss_giou_aux: 3.299221 loss_class_dn: 0.362994 loss_bbox_dn: 0.114948 loss_giou_dn: 0.395758 loss_class_aux_dn: 1.984267 loss_bbox_aux_dn: 0.704180 loss_giou_aux_dn: 2.282210 loss: 15.739816 eta: 44 days, 4:32:54 batch_cost: 1.2008 data_cost: 0.0014 ips: 6.6623 images/s
[08/08 05:59:42] ppdet.engine INFO: Epoch: [7] [ 8800/54024] learning_rate: 0.000100 loss_class: 0.732825 loss_bbox: 0.114623 loss_giou: 0.489906 loss_class_aux: 4.579107 loss_bbox_aux: 0.741816 loss_giou_aux: 3.037796 loss_class_dn: 0.360960 loss_bbox_dn: 0.109492 loss_giou_dn: 0.379262 loss_class_aux_dn: 1.968989 loss_bbox_aux_dn: 0.679416 loss_giou_aux_dn: 2.197280 loss: 15.983685 eta: 44 days, 4:35:30 batch_cost: 1.1375 data_cost: 0.0572 ips: 7.0330 images/s
[08/08 06:01:39] ppdet.engine INFO: Epoch: [7] [ 8900/54024] learning_rate: 0.000100 loss_class: 0.683825 loss_bbox: 0.109025 loss_giou: 0.470234 loss_class_aux: 4.228135 loss_bbox_aux: 0.711455 loss_giou_aux: 2.934110 loss_class_dn: 0.333077 loss_bbox_dn: 0.111594 loss_giou_dn: 0.373990 loss_class_aux_dn: 1.767823 loss_bbox_aux_dn: 0.713744 loss_giou_aux_dn: 2.124325 loss: 14.330749 eta: 44 days, 4:35:30 batch_cost: 1.1096 data_cost: 0.0013 ips: 7.2097 images/s
[08/08 06:03:40] ppdet.engine INFO: Epoch: [7] [ 9000/54024] learning_rate: 0.000100 loss_class: 0.711912 loss_bbox: 0.115071 loss_giou: 0.487881 loss_class_aux: 4.392333 loss_bbox_aux: 0.755941 loss_giou_aux: 3.067072 loss_class_dn: 0.350761 loss_bbox_dn: 0.109060 loss_giou_dn: 0.381973 loss_class_aux_dn: 1.879545 loss_bbox_aux_dn: 0.680135 loss_giou_aux_dn: 2.172417 loss: 14.957689 eta: 44 days, 4:39:54 batch_cost: 1.1572 data_cost: 0.0013 ips: 6.9135 images/s
[08/08 06:05:34] ppdet.engine INFO: Epoch: [7] [ 9100/54024] learning_rate: 0.000100 loss_class: 0.678352 loss_bbox: 0.112599 loss_giou: 0.445407 loss_class_aux: 4.266944 loss_bbox_aux: 0.728567 loss_giou_aux: 2.728957 loss_class_dn: 0.334179 loss_bbox_dn: 0.103850 loss_giou_dn: 0.347282 loss_class_aux_dn: 1.803810 loss_bbox_aux_dn: 0.616303 loss_giou_aux_dn: 1.994385 loss: 14.693723 eta: 44 days, 4:37:17 batch_cost: 1.0816 data_cost: 0.0013 ips: 7.3964 images/s
[08/08 06:07:33] ppdet.engine INFO: Epoch: [7] [ 9200/54024] learning_rate: 0.000100 loss_class: 0.660378 loss_bbox: 0.109996 loss_giou: 0.522341 loss_class_aux: 4.158911 loss_bbox_aux: 0.709256 loss_giou_aux: 3.266980 loss_class_dn: 0.352390 loss_bbox_dn: 0.101226 loss_giou_dn: 0.411481 loss_class_aux_dn: 1.849277 loss_bbox_aux_dn: 0.634792 loss_giou_aux_dn: 2.316665 loss: 15.583499 eta: 44 days, 4:40:07 batch_cost: 1.1406 data_cost: 0.0141 ips: 7.0140 images/s
[08/08 06:09:38] ppdet.engine INFO: Epoch: [7] [ 9300/54024] learning_rate: 0.000100 loss_class: 0.661623 loss_bbox: 0.107207 loss_giou: 0.462823 loss_class_aux: 4.089683 loss_bbox_aux: 0.675425 loss_giou_aux: 2.949661 loss_class_dn: 0.343095 loss_bbox_dn: 0.096740 loss_giou_dn: 0.365000 loss_class_aux_dn: 1.836142 loss_bbox_aux_dn: 0.598705 loss_giou_aux_dn: 2.075940 loss: 14.690212 eta: 44 days, 4:47:22 batch_cost: 1.1885 data_cost: 0.0210 ips: 6.7310 images/s
[08/08 06:11:35] ppdet.engine INFO: Epoch: [7] [ 9400/54024] learning_rate: 0.000100 loss_class: 0.681719 loss_bbox: 0.111164 loss_giou: 0.482658 loss_class_aux: 4.227612 loss_bbox_aux: 0.738105 loss_giou_aux: 3.034206 loss_class_dn: 0.350846 loss_bbox_dn: 0.102697 loss_giou_dn: 0.407339 loss_class_aux_dn: 1.908382 loss_bbox_aux_dn: 0.669157 loss_giou_aux_dn: 2.267769 loss: 15.750573 eta: 44 days, 4:48:27 batch_cost: 1.1220 data_cost: 0.0014 ips: 7.1300 images/s
[08/08 06:13:36] ppdet.engine INFO: Epoch: [7] [ 9500/54024] learning_rate: 0.000100 loss_class: 0.677262 loss_bbox: 0.104831 loss_giou: 0.436103 loss_class_aux: 4.151133 loss_bbox_aux: 0.651844 loss_giou_aux: 2.767522 loss_class_dn: 0.332944 loss_bbox_dn: 0.098533 loss_giou_dn: 0.351824 loss_class_aux_dn: 1.779307 loss_bbox_aux_dn: 0.615402 loss_giou_aux_dn: 1.996060 loss: 14.344176 eta: 44 days, 4:52:23 batch_cost: 1.1530 data_cost: 0.0669 ips: 6.9383 images/s
[08/08 06:15:30] ppdet.engine INFO: Epoch: [7] [ 9600/54024] learning_rate: 0.000100 loss_class: 0.708548 loss_bbox: 0.109479 loss_giou: 0.475370 loss_class_aux: 4.342343 loss_bbox_aux: 0.736157 loss_giou_aux: 2.968434 loss_class_dn: 0.340367 loss_bbox_dn: 0.113363 loss_giou_dn: 0.375841 loss_class_aux_dn: 1.880172 loss_bbox_aux_dn: 0.680464 loss_giou_aux_dn: 2.155775 loss: 15.093140 eta: 44 days, 4:49:58 batch_cost: 1.0840 data_cost: 0.0014 ips: 7.3800 images/s
[08/08 06:17:28] ppdet.engine INFO: Epoch: [7] [ 9700/54024] learning_rate: 0.000100 loss_class: 0.699483 loss_bbox: 0.111977 loss_giou: 0.535793 loss_class_aux: 4.363701 loss_bbox_aux: 0.729750 loss_giou_aux: 3.326156 loss_class_dn: 0.355486 loss_bbox_dn: 0.111294 loss_giou_dn: 0.403155 loss_class_aux_dn: 1.912620 loss_bbox_aux_dn: 0.672247 loss_giou_aux_dn: 2.291137 loss: 15.615825 eta: 44 days, 4:50:48 batch_cost: 1.1195 data_cost: 0.0158 ips: 7.1463 images/s
[08/08 06:19:22] ppdet.engine INFO: Epoch: [7] [ 9800/54024] learning_rate: 0.000100 loss_class: 0.711801 loss_bbox: 0.114433 loss_giou: 0.529925 loss_class_aux: 4.473506 loss_bbox_aux: 0.751321 loss_giou_aux: 3.304590 loss_class_dn: 0.358679 loss_bbox_dn: 0.108898 loss_giou_dn: 0.395330 loss_class_aux_dn: 1.910099 loss_bbox_aux_dn: 0.661434 loss_giou_aux_dn: 2.293560 loss: 15.271825 eta: 44 days, 4:48:39 batch_cost: 1.0869 data_cost: 0.0019 ips: 7.3602 images/s
[08/08 06:21:16] ppdet.engine INFO: Epoch: [7] [ 9900/54024] learning_rate: 0.000100 loss_class: 0.684441 loss_bbox: 0.111524 loss_giou: 0.471082 loss_class_aux: 4.372813 loss_bbox_aux: 0.735779 loss_giou_aux: 2.937562 loss_class_dn: 0.333559 loss_bbox_dn: 0.105777 loss_giou_dn: 0.364764 loss_class_aux_dn: 1.794917 loss_bbox_aux_dn: 0.646416 loss_giou_aux_dn: 2.091151 loss: 14.676314 eta: 44 days, 4:46:13 batch_cost: 1.0838 data_cost: 0.0065 ips: 7.3815 images/s
[08/08 06:23:10] ppdet.engine INFO: Epoch: [7] [10000/54024] learning_rate: 0.000100 loss_class: 0.708074 loss_bbox: 0.113242 loss_giou: 0.467581 loss_class_aux: 4.324369 loss_bbox_aux: 0.751741 loss_giou_aux: 2.938826 loss_class_dn: 0.343075 loss_bbox_dn: 0.109221 loss_giou_dn: 0.368829 loss_class_aux_dn: 1.873253 loss_bbox_aux_dn: 0.670195 loss_giou_aux_dn: 2.121036 loss: 14.871109 eta: 44 days, 4:43:05 batch_cost: 1.0762 data_cost: 0.0014 ips: 7.4337 images/s
[08/08 06:25:07] ppdet.engine INFO: Epoch: [7] [10100/54024] learning_rate: 0.000100 loss_class: 0.709050 loss_bbox: 0.107197 loss_giou: 0.491692 loss_class_aux: 4.394975 loss_bbox_aux: 0.700761 loss_giou_aux: 3.090865 loss_class_dn: 0.345179 loss_bbox_dn: 0.108459 loss_giou_dn: 0.390683 loss_class_aux_dn: 1.868994 loss_bbox_aux_dn: 0.686607 loss_giou_aux_dn: 2.230705 loss: 15.443949 eta: 44 days, 4:43:58 batch_cost: 1.1202 data_cost: 0.0014 ips: 7.1417 images/s
[08/08 06:27:02] ppdet.engine INFO: Epoch: [7] [10200/54024] learning_rate: 0.000100 loss_class: 0.682952 loss_bbox: 0.101374 loss_giou: 0.468024 loss_class_aux: 4.255969 loss_bbox_aux: 0.683468 loss_giou_aux: 2.916342 loss_class_dn: 0.338434 loss_bbox_dn: 0.100046 loss_giou_dn: 0.371147 loss_class_aux_dn: 1.859628 loss_bbox_aux_dn: 0.640976 loss_giou_aux_dn: 2.121787 loss: 14.933711 eta: 44 days, 4:42:16 batch_cost: 1.0919 data_cost: 0.0013 ips: 7.3265 images/s
[08/08 06:29:09] ppdet.engine INFO: Epoch: [7] [10300/54024] learning_rate: 0.000100 loss_class: 0.684005 loss_bbox: 0.113630 loss_giou: 0.501349 loss_class_aux: 4.289618 loss_bbox_aux: 0.730616 loss_giou_aux: 3.150418 loss_class_dn: 0.336018 loss_bbox_dn: 0.106877 loss_giou_dn: 0.377516 loss_class_aux_dn: 1.801554 loss_bbox_aux_dn: 0.636493 loss_giou_aux_dn: 2.171424 loss: 14.892920 eta: 44 days, 4:51:39 batch_cost: 1.2141 data_cost: 0.1605 ips: 6.5894 images/s
[08/08 06:31:01] ppdet.engine INFO: Epoch: [7] [10400/54024] learning_rate: 0.000100 loss_class: 0.672589 loss_bbox: 0.108873 loss_giou: 0.477132 loss_class_aux: 4.217770 loss_bbox_aux: 0.700891 loss_giou_aux: 2.990980 loss_class_dn: 0.340173 loss_bbox_dn: 0.106072 loss_giou_dn: 0.371907 loss_class_aux_dn: 1.829185 loss_bbox_aux_dn: 0.641621 loss_giou_aux_dn: 2.124931 loss: 14.775534 eta: 44 days, 4:47:43 batch_cost: 1.0673 data_cost: 0.0022 ips: 7.4956 images/s
[08/08 06:32:52] ppdet.engine INFO: Epoch: [7] [10500/54024] learning_rate: 0.000100 loss_class: 0.702672 loss_bbox: 0.104474 loss_giou: 0.499278 loss_class_aux: 4.374222 loss_bbox_aux: 0.679448 loss_giou_aux: 3.097586 loss_class_dn: 0.357915 loss_bbox_dn: 0.101024 loss_giou_dn: 0.380356 loss_class_aux_dn: 1.921089 loss_bbox_aux_dn: 0.623638 loss_giou_aux_dn: 2.148795 loss: 14.795599 eta: 44 days, 4:43:10 batch_cost: 1.0606 data_cost: 0.0013 ips: 7.5427 images/s
[08/08 06:34:54] ppdet.engine INFO: Epoch: [7] [10600/54024] learning_rate: 0.000100 loss_class: 0.692144 loss_bbox: 0.104905 loss_giou: 0.481355 loss_class_aux: 4.274491 loss_bbox_aux: 0.682697 loss_giou_aux: 3.077585 loss_class_dn: 0.344913 loss_bbox_dn: 0.098052 loss_giou_dn: 0.387604 loss_class_aux_dn: 1.866520 loss_bbox_aux_dn: 0.623311 loss_giou_aux_dn: 2.219868 loss: 14.958409 eta: 44 days, 4:47:04 batch_cost: 1.1540 data_cost: 0.0014 ips: 6.9322 images/s
[08/08 06:36:49] ppdet.engine INFO: Epoch: [7] [10700/54024] learning_rate: 0.000100 loss_class: 0.684516 loss_bbox: 0.103774 loss_giou: 0.475885 loss_class_aux: 4.279285 loss_bbox_aux: 0.677137 loss_giou_aux: 2.990942 loss_class_dn: 0.345544 loss_bbox_dn: 0.109351 loss_giou_dn: 0.365951 loss_class_aux_dn: 1.834596 loss_bbox_aux_dn: 0.657787 loss_giou_aux_dn: 2.085417 loss: 15.051634 eta: 44 days, 4:45:48 batch_cost: 1.0969 data_cost: 0.0013 ips: 7.2933 images/s
[08/08 06:38:43] ppdet.engine INFO: Epoch: [7] [10800/54024] learning_rate: 0.000100 loss_class: 0.696769 loss_bbox: 0.106966 loss_giou: 0.500024 loss_class_aux: 4.332971 loss_bbox_aux: 0.736264 loss_giou_aux: 3.148130 loss_class_dn: 0.345966 loss_bbox_dn: 0.105270 loss_giou_dn: 0.391228 loss_class_aux_dn: 1.867529 loss_bbox_aux_dn: 0.640795 loss_giou_aux_dn: 2.213182 loss: 15.106804 eta: 44 days, 4:44:03 batch_cost: 1.0915 data_cost: 0.0256 ips: 7.3293 images/s
[08/08 06:40:52] ppdet.engine INFO: Epoch: [7] [10900/54024] learning_rate: 0.000100 loss_class: 0.654145 loss_bbox: 0.112673 loss_giou: 0.507410 loss_class_aux: 4.168285 loss_bbox_aux: 0.719092 loss_giou_aux: 3.183746 loss_class_dn: 0.355450 loss_bbox_dn: 0.099606 loss_giou_dn: 0.406710 loss_class_aux_dn: 1.923086 loss_bbox_aux_dn: 0.617856 loss_giou_aux_dn: 2.301795 loss: 15.550783 eta: 44 days, 4:55:08 batch_cost: 1.2343 data_cost: 0.0019 ips: 6.4813 images/s
[08/08 06:42:52] ppdet.engine INFO: Epoch: [7] [11000/54024] learning_rate: 0.000100 loss_class: 0.671439 loss_bbox: 0.108274 loss_giou: 0.430623 loss_class_aux: 4.137241 loss_bbox_aux: 0.696305 loss_giou_aux: 2.700553 loss_class_dn: 0.328582 loss_bbox_dn: 0.102713 loss_giou_dn: 0.340326 loss_class_aux_dn: 1.763794 loss_bbox_aux_dn: 0.621079 loss_giou_aux_dn: 1.963568 loss: 14.305591 eta: 44 days, 4:57:40 batch_cost: 1.1395 data_cost: 0.0349 ips: 7.0204 images/s
[08/08 06:44:49] ppdet.engine INFO: Epoch: [7] [11100/54024] learning_rate: 0.000100 loss_class: 0.720020 loss_bbox: 0.110786 loss_giou: 0.533139 loss_class_aux: 4.506268 loss_bbox_aux: 0.723290 loss_giou_aux: 3.316147 loss_class_dn: 0.370367 loss_bbox_dn: 0.106924 loss_giou_dn: 0.397239 loss_class_aux_dn: 2.003798 loss_bbox_aux_dn: 0.678190 loss_giou_aux_dn: 2.305727 loss: 16.132252 eta: 44 days, 4:58:02 batch_cost: 1.1156 data_cost: 0.0014 ips: 7.1712 images/s
[08/08 06:46:41] ppdet.engine INFO: Epoch: [7] [11200/54024] learning_rate: 0.000100 loss_class: 0.726038 loss_bbox: 0.112234 loss_giou: 0.527977 loss_class_aux: 4.587962 loss_bbox_aux: 0.733460 loss_giou_aux: 3.345384 loss_class_dn: 0.377574 loss_bbox_dn: 0.103049 loss_giou_dn: 0.421796 loss_class_aux_dn: 2.023925 loss_bbox_aux_dn: 0.637965 loss_giou_aux_dn: 2.379326 loss: 16.439590 eta: 44 days, 4:53:45 batch_cost: 1.0635 data_cost: 0.0016 ips: 7.5223 images/s
[08/08 06:48:39] ppdet.engine INFO: Epoch: [7] [11300/54024] learning_rate: 0.000100 loss_class: 0.691838 loss_bbox: 0.109716 loss_giou: 0.439312 loss_class_aux: 4.293161 loss_bbox_aux: 0.715954 loss_giou_aux: 2.720945 loss_class_dn: 0.340689 loss_bbox_dn: 0.106125 loss_giou_dn: 0.357040 loss_class_aux_dn: 1.862260 loss_bbox_aux_dn: 0.650793 loss_giou_aux_dn: 2.021489 loss: 14.404789 eta: 44 days, 4:55:33 batch_cost: 1.1317 data_cost: 0.0014 ips: 7.0691 images/s
[08/08 06:50:42] ppdet.engine INFO: Epoch: [7] [11400/54024] learning_rate: 0.000100 loss_class: 0.645690 loss_bbox: 0.113044 loss_giou: 0.433437 loss_class_aux: 3.999572 loss_bbox_aux: 0.730169 loss_giou_aux: 2.690719 loss_class_dn: 0.334510 loss_bbox_dn: 0.103215 loss_giou_dn: 0.356381 loss_class_aux_dn: 1.822004 loss_bbox_aux_dn: 0.642747 loss_giou_aux_dn: 2.009342 loss: 14.615870 eta: 44 days, 5:01:05 batch_cost: 1.1736 data_cost: 0.0391 ips: 6.8168 images/s
[08/08 06:52:36] ppdet.engine INFO: Epoch: [7] [11500/54024] learning_rate: 0.000100 loss_class: 0.698637 loss_bbox: 0.111778 loss_giou: 0.468198 loss_class_aux: 4.297032 loss_bbox_aux: 0.732990 loss_giou_aux: 2.974723 loss_class_dn: 0.344176 loss_bbox_dn: 0.111488 loss_giou_dn: 0.377364 loss_class_aux_dn: 1.873453 loss_bbox_aux_dn: 0.692228 loss_giou_aux_dn: 2.186141 loss: 15.080308 eta: 44 days, 4:58:22 batch_cost: 1.0813 data_cost: 0.0013 ips: 7.3987 images/s
[08/08 06:54:41] ppdet.engine INFO: Epoch: [7] [11600/54024] learning_rate: 0.000100 loss_class: 0.703268 loss_bbox: 0.105967 loss_giou: 0.516310 loss_class_aux: 4.371134 loss_bbox_aux: 0.682218 loss_giou_aux: 3.223939 loss_class_dn: 0.352877 loss_bbox_dn: 0.102166 loss_giou_dn: 0.406571 loss_class_aux_dn: 1.912402 loss_bbox_aux_dn: 0.604079 loss_giou_aux_dn: 2.301709 loss: 15.932877 eta: 44 days, 5:05:43 batch_cost: 1.1944 data_cost: 0.0410 ips: 6.6977 images/s
[08/08 06:56:38] ppdet.engine INFO: Epoch: [7] [11700/54024] learning_rate: 0.000100 loss_class: 0.718688 loss_bbox: 0.114928 loss_giou: 0.534524 loss_class_aux: 4.464090 loss_bbox_aux: 0.723633 loss_giou_aux: 3.370869 loss_class_dn: 0.366122 loss_bbox_dn: 0.107337 loss_giou_dn: 0.420928 loss_class_aux_dn: 1.969924 loss_bbox_aux_dn: 0.663949 loss_giou_aux_dn: 2.381475 loss: 16.010383 eta: 44 days, 5:06:19 batch_cost: 1.1187 data_cost: 0.0018 ips: 7.1512 images/s
[08/08 06:58:32] ppdet.engine INFO: Epoch: [7] [11800/54024] learning_rate: 0.000100 loss_class: 0.706607 loss_bbox: 0.110144 loss_giou: 0.529977 loss_class_aux: 4.400070 loss_bbox_aux: 0.731852 loss_giou_aux: 3.297932 loss_class_dn: 0.361153 loss_bbox_dn: 0.103010 loss_giou_dn: 0.405216 loss_class_aux_dn: 1.977675 loss_bbox_aux_dn: 0.655438 loss_giou_aux_dn: 2.299028 loss: 15.867514 eta: 44 days, 5:03:52 batch_cost: 1.0842 data_cost: 0.0398 ips: 7.3787 images/s
[08/08 07:00:35] ppdet.engine INFO: Epoch: [7] [11900/54024] learning_rate: 0.000100 loss_class: 0.680542 loss_bbox: 0.113344 loss_giou: 0.526684 loss_class_aux: 4.098665 loss_bbox_aux: 0.753706 loss_giou_aux: 3.239577 loss_class_dn: 0.344935 loss_bbox_dn: 0.107636 loss_giou_dn: 0.404725 loss_class_aux_dn: 1.844678 loss_bbox_aux_dn: 0.633597 loss_giou_aux_dn: 2.290207 loss: 15.300642 eta: 44 days, 5:08:46 batch_cost: 1.1674 data_cost: 0.0761 ips: 6.8528 images/s
[08/08 07:02:27] ppdet.engine INFO: Epoch: [7] [12000/54024] learning_rate: 0.000100 loss_class: 0.711350 loss_bbox: 0.117912 loss_giou: 0.550055 loss_class_aux: 4.382067 loss_bbox_aux: 0.743660 loss_giou_aux: 3.408751 loss_class_dn: 0.363690 loss_bbox_dn: 0.110456 loss_giou_dn: 0.406220 loss_class_aux_dn: 1.955568 loss_bbox_aux_dn: 0.666310 loss_giou_aux_dn: 2.333896 loss: 16.275415 eta: 44 days, 5:05:18 batch_cost: 1.0729 data_cost: 0.0088 ips: 7.4561 images/s
[08/08 07:04:30] ppdet.engine INFO: Epoch: [7] [12100/54024] learning_rate: 0.000100 loss_class: 0.741942 loss_bbox: 0.115289 loss_giou: 0.542305 loss_class_aux: 4.612351 loss_bbox_aux: 0.754972 loss_giou_aux: 3.361653 loss_class_dn: 0.374432 loss_bbox_dn: 0.107218 loss_giou_dn: 0.409988 loss_class_aux_dn: 2.001659 loss_bbox_aux_dn: 0.657259 loss_giou_aux_dn: 2.339652 loss: 16.179933 eta: 44 days, 5:10:18 batch_cost: 1.1688 data_cost: 0.0133 ips: 6.8444 images/s
[08/08 07:06:27] ppdet.engine INFO: Epoch: [7] [12200/54024] learning_rate: 0.000100 loss_class: 0.680589 loss_bbox: 0.113869 loss_giou: 0.499047 loss_class_aux: 4.240713 loss_bbox_aux: 0.711853 loss_giou_aux: 3.106246 loss_class_dn: 0.358400 loss_bbox_dn: 0.110282 loss_giou_dn: 0.392936 loss_class_aux_dn: 1.914331 loss_bbox_aux_dn: 0.665366 loss_giou_aux_dn: 2.240263 loss: 15.091169 eta: 44 days, 5:10:16 batch_cost: 1.1120 data_cost: 0.0378 ips: 7.1944 images/s
[08/08 07:08:24] ppdet.engine INFO: Epoch: [7] [12300/54024] learning_rate: 0.000100 loss_class: 0.682695 loss_bbox: 0.107889 loss_giou: 0.462252 loss_class_aux: 4.313734 loss_bbox_aux: 0.689035 loss_giou_aux: 2.964960 loss_class_dn: 0.329489 loss_bbox_dn: 0.106490 loss_giou_dn: 0.370105 loss_class_aux_dn: 1.783085 loss_bbox_aux_dn: 0.648905 loss_giou_aux_dn: 2.094521 loss: 14.462445 eta: 44 days, 5:10:29 batch_cost: 1.1149 data_cost: 0.0015 ips: 7.1757 images/s
[08/08 07:10:17] ppdet.engine INFO: Epoch: [7] [12400/54024] learning_rate: 0.000100 loss_class: 0.677799 loss_bbox: 0.109879 loss_giou: 0.491859 loss_class_aux: 4.161968 loss_bbox_aux: 0.718428 loss_giou_aux: 3.105861 loss_class_dn: 0.342349 loss_bbox_dn: 0.101053 loss_giou_dn: 0.370425 loss_class_aux_dn: 1.829818 loss_bbox_aux_dn: 0.621633 loss_giou_aux_dn: 2.165580 loss: 14.955649 eta: 44 days, 5:07:13 batch_cost: 1.0752 data_cost: 0.0013 ips: 7.4405 images/s
[08/08 07:12:16] ppdet.engine INFO: Epoch: [7] [12500/54024] learning_rate: 0.000100 loss_class: 0.721370 loss_bbox: 0.118795 loss_giou: 0.527667 loss_class_aux: 4.477960 loss_bbox_aux: 0.776373 loss_giou_aux: 3.233140 loss_class_dn: 0.372360 loss_bbox_dn: 0.110143 loss_giou_dn: 0.399043 loss_class_aux_dn: 1.984651 loss_bbox_aux_dn: 0.677052 loss_giou_aux_dn: 2.278842 loss: 15.945700 eta: 44 days, 5:09:25 batch_cost: 1.1376 data_cost: 0.0013 ips: 7.0326 images/s
[08/08 07:14:15] ppdet.engine INFO: Epoch: [7] [12600/54024] learning_rate: 0.000100 loss_class: 0.700593 loss_bbox: 0.107356 loss_giou: 0.441509 loss_class_aux: 4.353155 loss_bbox_aux: 0.733286 loss_giou_aux: 2.707713 loss_class_dn: 0.330764 loss_bbox_dn: 0.114728 loss_giou_dn: 0.347408 loss_class_aux_dn: 1.789244 loss_bbox_aux_dn: 0.696673 loss_giou_aux_dn: 1.986050 loss: 14.525402 eta: 44 days, 5:11:05 batch_cost: 1.1317 data_cost: 0.0552 ips: 7.0691 images/s
[08/08 07:16:11] ppdet.engine INFO: Epoch: [7] [12700/54024] learning_rate: 0.000100 loss_class: 0.696941 loss_bbox: 0.116513 loss_giou: 0.497473 loss_class_aux: 4.354083 loss_bbox_aux: 0.746117 loss_giou_aux: 3.143248 loss_class_dn: 0.351849 loss_bbox_dn: 0.111904 loss_giou_dn: 0.427170 loss_class_aux_dn: 1.901506 loss_bbox_aux_dn: 0.676307 loss_giou_aux_dn: 2.374432 loss: 15.038732 eta: 44 days, 5:10:09 batch_cost: 1.1020 data_cost: 0.0297 ips: 7.2596 images/s
[08/08 07:18:16] ppdet.engine INFO: Epoch: [7] [12800/54024] learning_rate: 0.000100 loss_class: 0.649031 loss_bbox: 0.104805 loss_giou: 0.430333 loss_class_aux: 4.019760 loss_bbox_aux: 0.680924 loss_giou_aux: 2.666994 loss_class_dn: 0.328305 loss_bbox_dn: 0.100829 loss_giou_dn: 0.332498 loss_class_aux_dn: 1.768772 loss_bbox_aux_dn: 0.614367 loss_giou_aux_dn: 1.895644 loss: 14.578928 eta: 44 days, 5:17:18 batch_cost: 1.1945 data_cost: 0.0013 ips: 6.6973 images/s
[08/08 07:20:09] ppdet.engine INFO: Epoch: [7] [12900/54024] learning_rate: 0.000100 loss_class: 0.661159 loss_bbox: 0.108392 loss_giou: 0.424976 loss_class_aux: 4.155156 loss_bbox_aux: 0.686901 loss_giou_aux: 2.692574 loss_class_dn: 0.324721 loss_bbox_dn: 0.106744 loss_giou_dn: 0.337288 loss_class_aux_dn: 1.772900 loss_bbox_aux_dn: 0.646258 loss_giou_aux_dn: 1.933913 loss: 14.518232 eta: 44 days, 5:14:02 batch_cost: 1.0754 data_cost: 0.0013 ips: 7.4394 images/s
[08/08 07:22:05] ppdet.engine INFO: Epoch: [7] [13000/54024] learning_rate: 0.000100 loss_class: 0.716564 loss_bbox: 0.118480 loss_giou: 0.510800 loss_class_aux: 4.480628 loss_bbox_aux: 0.768516 loss_giou_aux: 3.205269 loss_class_dn: 0.345117 loss_bbox_dn: 0.105004 loss_giou_dn: 0.385957 loss_class_aux_dn: 1.897956 loss_bbox_aux_dn: 0.659155 loss_giou_aux_dn: 2.179165 loss: 15.419890 eta: 44 days, 5:12:35 batch_cost: 1.0963 data_cost: 0.0081 ips: 7.2971 images/s
[08/08 07:24:00] ppdet.engine INFO: Epoch: [7] [13100/54024] learning_rate: 0.000100 loss_class: 0.700253 loss_bbox: 0.121646 loss_giou: 0.527361 loss_class_aux: 4.365161 loss_bbox_aux: 0.780367 loss_giou_aux: 3.249422 loss_class_dn: 0.358080 loss_bbox_dn: 0.113140 loss_giou_dn: 0.400216 loss_class_aux_dn: 1.930790 loss_bbox_aux_dn: 0.692608 loss_giou_aux_dn: 2.272163 loss: 15.402665 eta: 44 days, 5:11:11 batch_cost: 1.0968 data_cost: 0.0273 ips: 7.2939 images/s
[08/08 07:25:58] ppdet.engine INFO: Epoch: [7] [13200/54024] learning_rate: 0.000100 loss_class: 0.710794 loss_bbox: 0.112780 loss_giou: 0.509922 loss_class_aux: 4.397017 loss_bbox_aux: 0.719722 loss_giou_aux: 3.186998 loss_class_dn: 0.350535 loss_bbox_dn: 0.102054 loss_giou_dn: 0.410903 loss_class_aux_dn: 1.889150 loss_bbox_aux_dn: 0.626797 loss_giou_aux_dn: 2.316925 loss: 15.420736 eta: 44 days, 5:11:53 batch_cost: 1.1210 data_cost: 0.0132 ips: 7.1365 images/s
[08/08 07:28:06] ppdet.engine INFO: Epoch: [7] [13300/54024] learning_rate: 0.000100 loss_class: 0.670878 loss_bbox: 0.110401 loss_giou: 0.514414 loss_class_aux: 4.159947 loss_bbox_aux: 0.713540 loss_giou_aux: 3.159750 loss_class_dn: 0.336783 loss_bbox_dn: 0.106712 loss_giou_dn: 0.371404 loss_class_aux_dn: 1.841070 loss_bbox_aux_dn: 0.681312 loss_giou_aux_dn: 2.171834 loss: 14.737173 eta: 44 days, 5:21:10 batch_cost: 1.2203 data_cost: 0.0259 ips: 6.5557 images/s
[08/08 07:30:08] ppdet.engine INFO: Epoch: [7] [13400/54024] learning_rate: 0.000100 loss_class: 0.677334 loss_bbox: 0.108005 loss_giou: 0.433074 loss_class_aux: 4.280266 loss_bbox_aux: 0.689052 loss_giou_aux: 2.734218 loss_class_dn: 0.328401 loss_bbox_dn: 0.101378 loss_giou_dn: 0.336198 loss_class_aux_dn: 1.783056 loss_bbox_aux_dn: 0.655508 loss_giou_aux_dn: 1.957750 loss: 14.397577 eta: 44 days, 5:25:09 batch_cost: 1.1594 data_cost: 0.0708 ips: 6.9004 images/s
[08/08 07:32:10] ppdet.engine INFO: Epoch: [7] [13500/54024] learning_rate: 0.000100 loss_class: 0.676104 loss_bbox: 0.106720 loss_giou: 0.501046 loss_class_aux: 4.181485 loss_bbox_aux: 0.713273 loss_giou_aux: 3.136719 loss_class_dn: 0.352573 loss_bbox_dn: 0.103818 loss_giou_dn: 0.390759 loss_class_aux_dn: 1.873057 loss_bbox_aux_dn: 0.627906 loss_giou_aux_dn: 2.225849 loss: 15.377111 eta: 44 days, 5:29:36 batch_cost: 1.1649 data_cost: 0.0013 ips: 6.8676 images/s
[08/08 07:34:23] ppdet.engine INFO: Epoch: [7] [13600/54024] learning_rate: 0.000100 loss_class: 0.682626 loss_bbox: 0.110063 loss_giou: 0.501209 loss_class_aux: 4.307917 loss_bbox_aux: 0.718471 loss_giou_aux: 3.107874 loss_class_dn: 0.336879 loss_bbox_dn: 0.102380 loss_giou_dn: 0.380703 loss_class_aux_dn: 1.831884 loss_bbox_aux_dn: 0.624261 loss_giou_aux_dn: 2.158361 loss: 15.074026 eta: 44 days, 5:43:30 batch_cost: 1.2749 data_cost: 0.0965 ips: 6.2752 images/s
[08/08 07:36:29] ppdet.engine INFO: Epoch: [7] [13700/54024] learning_rate: 0.000100 loss_class: 0.687211 loss_bbox: 0.117473 loss_giou: 0.458881 loss_class_aux: 4.291448 loss_bbox_aux: 0.760861 loss_giou_aux: 2.925058 loss_class_dn: 0.335203 loss_bbox_dn: 0.109484 loss_giou_dn: 0.373250 loss_class_aux_dn: 1.834392 loss_bbox_aux_dn: 0.674924 loss_giou_aux_dn: 2.121791 loss: 15.009022 eta: 44 days, 5:51:08 batch_cost: 1.2025 data_cost: 0.0024 ips: 6.6528 images/s
[08/08 07:38:28] ppdet.engine INFO: Epoch: [7] [13800/54024] learning_rate: 0.000100 loss_class: 0.725624 loss_bbox: 0.112484 loss_giou: 0.515555 loss_class_aux: 4.555974 loss_bbox_aux: 0.732592 loss_giou_aux: 3.215653 loss_class_dn: 0.359411 loss_bbox_dn: 0.104903 loss_giou_dn: 0.390960 loss_class_aux_dn: 1.959342 loss_bbox_aux_dn: 0.647698 loss_giou_aux_dn: 2.244941 loss: 15.470583 eta: 44 days, 5:53:05 batch_cost: 1.1367 data_cost: 0.0013 ips: 7.0381 images/s
[08/08 07:40:22] ppdet.engine INFO: Epoch: [7] [13900/54024] learning_rate: 0.000100 loss_class: 0.720150 loss_bbox: 0.106593 loss_giou: 0.523850 loss_class_aux: 4.416607 loss_bbox_aux: 0.700776 loss_giou_aux: 3.276022 loss_class_dn: 0.361182 loss_bbox_dn: 0.104013 loss_giou_dn: 0.408077 loss_class_aux_dn: 1.937828 loss_bbox_aux_dn: 0.635627 loss_giou_aux_dn: 2.316432 loss: 15.711502 eta: 44 days, 5:49:49 batch_cost: 1.0760 data_cost: 0.0254 ips: 7.4346 images/s
[08/08 07:42:15] ppdet.engine INFO: Epoch: [7] [14000/54024] learning_rate: 0.000100 loss_class: 0.662078 loss_bbox: 0.106819 loss_giou: 0.500237 loss_class_aux: 4.093176 loss_bbox_aux: 0.687807 loss_giou_aux: 3.157645 loss_class_dn: 0.348176 loss_bbox_dn: 0.102056 loss_giou_dn: 0.396623 loss_class_aux_dn: 1.858836 loss_bbox_aux_dn: 0.625955 loss_giou_aux_dn: 2.252191 loss: 15.011119 eta: 44 days, 5:46:54 batch_cost: 1.0802 data_cost: 0.0152 ips: 7.4061 images/s
[08/08 07:44:18] ppdet.engine INFO: Epoch: [7] [14100/54024] learning_rate: 0.000100 loss_class: 0.644800 loss_bbox: 0.111967 loss_giou: 0.438040 loss_class_aux: 4.031714 loss_bbox_aux: 0.710488 loss_giou_aux: 2.728085 loss_class_dn: 0.320243 loss_bbox_dn: 0.106288 loss_giou_dn: 0.346160 loss_class_aux_dn: 1.737329 loss_bbox_aux_dn: 0.651305 loss_giou_aux_dn: 1.996303 loss: 13.608147 eta: 44 days, 5:52:12 batch_cost: 1.1761 data_cost: 0.0644 ips: 6.8019 images/s
[08/08 07:46:17] ppdet.engine INFO: Epoch: [7] [14200/54024] learning_rate: 0.000100 loss_class: 0.672221 loss_bbox: 0.110404 loss_giou: 0.518703 loss_class_aux: 4.206863 loss_bbox_aux: 0.719551 loss_giou_aux: 3.234727 loss_class_dn: 0.350030 loss_bbox_dn: 0.106567 loss_giou_dn: 0.404677 loss_class_aux_dn: 1.901574 loss_bbox_aux_dn: 0.635009 loss_giou_aux_dn: 2.295926 loss: 15.739707 eta: 44 days, 5:53:30 batch_cost: 1.1294 data_cost: 0.0013 ips: 7.0834 images/s
[08/08 07:48:14] ppdet.engine INFO: Epoch: [7] [14300/54024] learning_rate: 0.000100 loss_class: 0.686393 loss_bbox: 0.106934 loss_giou: 0.469435 loss_class_aux: 4.240303 loss_bbox_aux: 0.718388 loss_giou_aux: 2.997211 loss_class_dn: 0.352816 loss_bbox_dn: 0.095450 loss_giou_dn: 0.377853 loss_class_aux_dn: 1.895721 loss_bbox_aux_dn: 0.608166 loss_giou_aux_dn: 2.171721 loss: 15.359701 eta: 44 days, 5:53:46 batch_cost: 1.1175 data_cost: 0.0166 ips: 7.1586 images/s
[08/08 07:50:13] ppdet.engine INFO: Epoch: [7] [14400/54024] learning_rate: 0.000100 loss_class: 0.689644 loss_bbox: 0.107767 loss_giou: 0.440420 loss_class_aux: 4.215408 loss_bbox_aux: 0.713726 loss_giou_aux: 2.712838 loss_class_dn: 0.315789 loss_bbox_dn: 0.102907 loss_giou_dn: 0.344082 loss_class_aux_dn: 1.715432 loss_bbox_aux_dn: 0.637605 loss_giou_aux_dn: 1.948060 loss: 13.934462 eta: 44 days, 5:55:34 batch_cost: 1.1356 data_cost: 0.0013 ips: 7.0446 images/s
[08/08 07:52:21] ppdet.engine INFO: Epoch: [7] [14500/54024] learning_rate: 0.000100 loss_class: 0.699848 loss_bbox: 0.113304 loss_giou: 0.516011 loss_class_aux: 4.326298 loss_bbox_aux: 0.740710 loss_giou_aux: 3.239308 loss_class_dn: 0.356493 loss_bbox_dn: 0.106871 loss_giou_dn: 0.416409 loss_class_aux_dn: 1.930620 loss_bbox_aux_dn: 0.643882 loss_giou_aux_dn: 2.388989 loss: 15.784334 eta: 44 days, 6:04:38 batch_cost: 1.2212 data_cost: 0.1272 ips: 6.5511 images/s
[08/08 07:54:21] ppdet.engine INFO: Epoch: [7] [14600/54024] learning_rate: 0.000100 loss_class: 0.674513 loss_bbox: 0.102546 loss_giou: 0.473366 loss_class_aux: 4.113250 loss_bbox_aux: 0.663978 loss_giou_aux: 2.930493 loss_class_dn: 0.318600 loss_bbox_dn: 0.089968 loss_giou_dn: 0.359396 loss_class_aux_dn: 1.697471 loss_bbox_aux_dn: 0.580908 loss_giou_aux_dn: 2.068828 loss: 14.327441 eta: 44 days, 6:07:27 batch_cost: 1.1480 data_cost: 0.0056 ips: 6.9684 images/s
[08/08 07:56:27] ppdet.engine INFO: Epoch: [7] [14700/54024] learning_rate: 0.000100 loss_class: 0.707763 loss_bbox: 0.110257 loss_giou: 0.500006 loss_class_aux: 4.399832 loss_bbox_aux: 0.700210 loss_giou_aux: 3.166469 loss_class_dn: 0.351568 loss_bbox_dn: 0.102785 loss_giou_dn: 0.387911 loss_class_aux_dn: 1.874964 loss_bbox_aux_dn: 0.626552 loss_giou_aux_dn: 2.206869 loss: 15.104070 eta: 44 days, 6:15:07 batch_cost: 1.2053 data_cost: 0.0014 ips: 6.6376 images/s
[08/08 07:58:21] ppdet.engine INFO: Epoch: [7] [14800/54024] learning_rate: 0.000100 loss_class: 0.703551 loss_bbox: 0.112802 loss_giou: 0.508789 loss_class_aux: 4.428789 loss_bbox_aux: 0.751471 loss_giou_aux: 3.179283 loss_class_dn: 0.351135 loss_bbox_dn: 0.114179 loss_giou_dn: 0.393417 loss_class_aux_dn: 1.905113 loss_bbox_aux_dn: 0.701081 loss_giou_aux_dn: 2.251941 loss: 15.808596 eta: 44 days, 6:12:08 batch_cost: 1.0800 data_cost: 0.0013 ips: 7.4075 images/s
[08/08 08:00:17] ppdet.engine INFO: Epoch: [7] [14900/54024] learning_rate: 0.000100 loss_class: 0.666577 loss_bbox: 0.101772 loss_giou: 0.484078 loss_class_aux: 4.181250 loss_bbox_aux: 0.663191 loss_giou_aux: 2.983993 loss_class_dn: 0.335887 loss_bbox_dn: 0.098128 loss_giou_dn: 0.372373 loss_class_aux_dn: 1.799780 loss_bbox_aux_dn: 0.609367 loss_giou_aux_dn: 2.166623 loss: 14.678263 eta: 44 days, 6:11:14 batch_cost: 1.1045 data_cost: 0.0013 ips: 7.2433 images/s
[08/08 08:02:09] ppdet.engine INFO: Epoch: [7] [15000/54024] learning_rate: 0.000100 loss_class: 0.676888 loss_bbox: 0.111914 loss_giou: 0.515074 loss_class_aux: 4.199375 loss_bbox_aux: 0.721925 loss_giou_aux: 3.243673 loss_class_dn: 0.363677 loss_bbox_dn: 0.101140 loss_giou_dn: 0.406488 loss_class_aux_dn: 1.948548 loss_bbox_aux_dn: 0.638434 loss_giou_aux_dn: 2.290427 loss: 15.308474 eta: 44 days, 6:06:45 batch_cost: 1.0621 data_cost: 0.0012 ips: 7.5326 images/s
[08/08 08:04:05] ppdet.engine INFO: Epoch: [7] [15100/54024] learning_rate: 0.000100 loss_class: 0.723698 loss_bbox: 0.113813 loss_giou: 0.493831 loss_class_aux: 4.507934 loss_bbox_aux: 0.756537 loss_giou_aux: 3.081219 loss_class_dn: 0.370338 loss_bbox_dn: 0.110992 loss_giou_dn: 0.401974 loss_class_aux_dn: 1.979241 loss_bbox_aux_dn: 0.695144 loss_giou_aux_dn: 2.281884 loss: 16.160207 eta: 44 days, 6:05:44 batch_cost: 1.1031 data_cost: 0.0012 ips: 7.2526 images/s
[08/08 08:05:56] ppdet.engine INFO: Epoch: [7] [15200/54024] learning_rate: 0.000100 loss_class: 0.658230 loss_bbox: 0.114151 loss_giou: 0.519381 loss_class_aux: 4.021608 loss_bbox_aux: 0.734905 loss_giou_aux: 3.289780 loss_class_dn: 0.313073 loss_bbox_dn: 0.104538 loss_giou_dn: 0.382315 loss_class_aux_dn: 1.727411 loss_bbox_aux_dn: 0.638499 loss_giou_aux_dn: 2.177692 loss: 14.358042 eta: 44 days, 6:01:14 batch_cost: 1.0618 data_cost: 0.0061 ips: 7.5342 images/s
[08/08 08:07:57] ppdet.engine INFO: Epoch: [7] [15300/54024] learning_rate: 0.000100 loss_class: 0.698678 loss_bbox: 0.107509 loss_giou: 0.505035 loss_class_aux: 4.384418 loss_bbox_aux: 0.706555 loss_giou_aux: 3.167137 loss_class_dn: 0.361616 loss_bbox_dn: 0.103224 loss_giou_dn: 0.390720 loss_class_aux_dn: 1.934552 loss_bbox_aux_dn: 0.640152 loss_giou_aux_dn: 2.281379 loss: 15.685971 eta: 44 days, 6:05:10 batch_cost: 1.1618 data_cost: 0.0079 ips: 6.8856 images/s
[08/08 08:10:10] ppdet.engine INFO: Epoch: [7] [15400/54024] learning_rate: 0.000100 loss_class: 0.722483 loss_bbox: 0.110979 loss_giou: 0.496910 loss_class_aux: 4.470995 loss_bbox_aux: 0.725298 loss_giou_aux: 3.079203 loss_class_dn: 0.358202 loss_bbox_dn: 0.110176 loss_giou_dn: 0.402885 loss_class_aux_dn: 1.924099 loss_bbox_aux_dn: 0.662481 loss_giou_aux_dn: 2.266654 loss: 15.677794 eta: 44 days, 6:18:15 batch_cost: 1.2712 data_cost: 0.1375 ips: 6.2934 images/s
[08/08 08:12:05] ppdet.engine INFO: Epoch: [7] [15500/54024] learning_rate: 0.000100 loss_class: 0.665591 loss_bbox: 0.111457 loss_giou: 0.487145 loss_class_aux: 4.087152 loss_bbox_aux: 0.707753 loss_giou_aux: 3.029765 loss_class_dn: 0.341989 loss_bbox_dn: 0.104638 loss_giou_dn: 0.384925 loss_class_aux_dn: 1.840409 loss_bbox_aux_dn: 0.650973 loss_giou_aux_dn: 2.161977 loss: 15.500284 eta: 44 days, 6:16:20 batch_cost: 1.0929 data_cost: 0.0188 ips: 7.3203 images/s
[08/08 08:14:16] ppdet.engine INFO: Epoch: [7] [15600/54024] learning_rate: 0.000100 loss_class: 0.680389 loss_bbox: 0.106123 loss_giou: 0.509262 loss_class_aux: 4.254542 loss_bbox_aux: 0.692128 loss_giou_aux: 3.231582 loss_class_dn: 0.360989 loss_bbox_dn: 0.109153 loss_giou_dn: 0.408611 loss_class_aux_dn: 1.946869 loss_bbox_aux_dn: 0.659171 loss_giou_aux_dn: 2.343277 loss: 15.167836 eta: 44 days, 6:27:35 batch_cost: 1.2501 data_cost: 0.0726 ips: 6.3994 images/s
[08/08 08:16:20] ppdet.engine INFO: Epoch: [7] [15700/54024] learning_rate: 0.000100 loss_class: 0.691709 loss_bbox: 0.105823 loss_giou: 0.460262 loss_class_aux: 4.288079 loss_bbox_aux: 0.693782 loss_giou_aux: 2.861479 loss_class_dn: 0.335034 loss_bbox_dn: 0.100321 loss_giou_dn: 0.363039 loss_class_aux_dn: 1.818065 loss_bbox_aux_dn: 0.642093 loss_giou_aux_dn: 2.045371 loss: 14.500085 eta: 44 days, 6:32:57 batch_cost: 1.1801 data_cost: 0.0152 ips: 6.7790 images/s
[08/08 08:18:26] ppdet.engine INFO: Epoch: [7] [15800/54024] learning_rate: 0.000100 loss_class: 0.663863 loss_bbox: 0.114413 loss_giou: 0.454782 loss_class_aux: 4.108717 loss_bbox_aux: 0.746662 loss_giou_aux: 2.864389 loss_class_dn: 0.341842 loss_bbox_dn: 0.097374 loss_giou_dn: 0.355267 loss_class_aux_dn: 1.836654 loss_bbox_aux_dn: 0.601948 loss_giou_aux_dn: 2.047810 loss: 14.531883 eta: 44 days, 6:39:59 batch_cost: 1.2002 data_cost: 0.0108 ips: 6.6656 images/s
[08/08 08:20:28] ppdet.engine INFO: Epoch: [7] [15900/54024] learning_rate: 0.000100 loss_class: 0.688402 loss_bbox: 0.112349 loss_giou: 0.474643 loss_class_aux: 4.229113 loss_bbox_aux: 0.730514 loss_giou_aux: 2.915835 loss_class_dn: 0.331264 loss_bbox_dn: 0.100768 loss_giou_dn: 0.339989 loss_class_aux_dn: 1.772125 loss_bbox_aux_dn: 0.609861 loss_giou_aux_dn: 2.066429 loss: 14.687758 eta: 44 days, 6:43:44 batch_cost: 1.1614 data_cost: 0.0013 ips: 6.8883 images/s
[08/08 08:22:27] ppdet.engine INFO: Epoch: [7] [16000/54024] learning_rate: 0.000100 loss_class: 0.701237 loss_bbox: 0.109532 loss_giou: 0.486696 loss_class_aux: 4.416908 loss_bbox_aux: 0.699847 loss_giou_aux: 3.112545 loss_class_dn: 0.345742 loss_bbox_dn: 0.095816 loss_giou_dn: 0.373873 loss_class_aux_dn: 1.846973 loss_bbox_aux_dn: 0.593210 loss_giou_aux_dn: 2.121969 loss: 14.768429 eta: 44 days, 6:45:33 batch_cost: 1.1382 data_cost: 0.0013 ips: 7.0289 images/s
[08/08 08:24:24] ppdet.engine INFO: Epoch: [7] [16100/54024] learning_rate: 0.000100 loss_class: 0.756969 loss_bbox: 0.116123 loss_giou: 0.496215 loss_class_aux: 4.737376 loss_bbox_aux: 0.786414 loss_giou_aux: 3.170634 loss_class_dn: 0.368252 loss_bbox_dn: 0.113723 loss_giou_dn: 0.394759 loss_class_aux_dn: 2.023692 loss_bbox_aux_dn: 0.711532 loss_giou_aux_dn: 2.257017 loss: 16.070577 eta: 44 days, 6:45:00 batch_cost: 1.1099 data_cost: 0.0293 ips: 7.2081 images/s
[08/08 08:26:17] ppdet.engine INFO: Epoch: [7] [16200/54024] learning_rate: 0.000100 loss_class: 0.696955 loss_bbox: 0.110449 loss_giou: 0.513753 loss_class_aux: 4.425520 loss_bbox_aux: 0.709517 loss_giou_aux: 3.174917 loss_class_dn: 0.343620 loss_bbox_dn: 0.101114 loss_giou_dn: 0.394894 loss_class_aux_dn: 1.869480 loss_bbox_aux_dn: 0.633927 loss_giou_aux_dn: 2.222102 loss: 15.249576 eta: 44 days, 6:42:08 batch_cost: 1.0819 data_cost: 0.0015 ips: 7.3942 images/s
[08/08 08:28:12] ppdet.engine INFO: Epoch: [7] [16300/54024] learning_rate: 0.000100 loss_class: 0.699912 loss_bbox: 0.108833 loss_giou: 0.513546 loss_class_aux: 4.333058 loss_bbox_aux: 0.705612 loss_giou_aux: 3.188576 loss_class_dn: 0.362684 loss_bbox_dn: 0.102496 loss_giou_dn: 0.413941 loss_class_aux_dn: 1.968914 loss_bbox_aux_dn: 0.638392 loss_giou_aux_dn: 2.342155 loss: 16.054666 eta: 44 days, 6:40:07 batch_cost: 1.0923 data_cost: 0.0073 ips: 7.3241 images/s
[08/08 08:30:06] ppdet.engine INFO: Epoch: [7] [16400/54024] learning_rate: 0.000100 loss_class: 0.722215 loss_bbox: 0.116421 loss_giou: 0.529194 loss_class_aux: 4.510651 loss_bbox_aux: 0.771533 loss_giou_aux: 3.327158 loss_class_dn: 0.372931 loss_bbox_dn: 0.100647 loss_giou_dn: 0.406241 loss_class_aux_dn: 1.995206 loss_bbox_aux_dn: 0.634120 loss_giou_aux_dn: 2.317827 loss: 16.182701 eta: 44 days, 6:37:18 batch_cost: 1.0824 data_cost: 0.0013 ips: 7.3909 images/s
[08/08 08:31:59] ppdet.engine INFO: Epoch: [7] [16500/54024] learning_rate: 0.000100 loss_class: 0.665253 loss_bbox: 0.105293 loss_giou: 0.491553 loss_class_aux: 4.167150 loss_bbox_aux: 0.697985 loss_giou_aux: 3.116237 loss_class_dn: 0.349644 loss_bbox_dn: 0.099886 loss_giou_dn: 0.395140 loss_class_aux_dn: 1.882019 loss_bbox_aux_dn: 0.626737 loss_giou_aux_dn: 2.249293 loss: 15.149969 eta: 44 days, 6:33:25 batch_cost: 1.0696 data_cost: 0.0013 ips: 7.4792 images/s
[08/08 08:34:04] ppdet.engine INFO: Epoch: [7] [16600/54024] learning_rate: 0.000100 loss_class: 0.669370 loss_bbox: 0.109173 loss_giou: 0.462368 loss_class_aux: 4.150879 loss_bbox_aux: 0.719244 loss_giou_aux: 2.932118 loss_class_dn: 0.338103 loss_bbox_dn: 0.115721 loss_giou_dn: 0.370673 loss_class_aux_dn: 1.797483 loss_bbox_aux_dn: 0.709187 loss_giou_aux_dn: 2.104754 loss: 14.859655 eta: 44 days, 6:39:41 batch_cost: 1.1925 data_cost: 0.0013 ips: 6.7084 images/s
[08/08 08:35:57] ppdet.engine INFO: Epoch: [7] [16700/54024] learning_rate: 0.000100 loss_class: 0.703592 loss_bbox: 0.111564 loss_giou: 0.530750 loss_class_aux: 4.366581 loss_bbox_aux: 0.703698 loss_giou_aux: 3.289000 loss_class_dn: 0.359270 loss_bbox_dn: 0.098558 loss_giou_dn: 0.379600 loss_class_aux_dn: 1.896939 loss_bbox_aux_dn: 0.606671 loss_giou_aux_dn: 2.202487 loss: 15.540221 eta: 44 days, 6:36:16 batch_cost: 1.0753 data_cost: 0.0013 ips: 7.4396 images/s
[08/08 08:38:07] ppdet.engine INFO: Epoch: [7] [16800/54024] learning_rate: 0.000100 loss_class: 0.655918 loss_bbox: 0.116847 loss_giou: 0.456990 loss_class_aux: 4.091767 loss_bbox_aux: 0.757446 loss_giou_aux: 2.847887 loss_class_dn: 0.339330 loss_bbox_dn: 0.104332 loss_giou_dn: 0.362784 loss_class_aux_dn: 1.831366 loss_bbox_aux_dn: 0.638320 loss_giou_aux_dn: 2.088898 loss: 15.289904 eta: 44 days, 6:47:13 batch_cost: 1.2499 data_cost: 0.0832 ips: 6.4006 images/s
[08/08 08:40:03] ppdet.engine INFO: Epoch: [7] [16900/54024] learning_rate: 0.000100 loss_class: 0.695191 loss_bbox: 0.103115 loss_giou: 0.493768 loss_class_aux: 4.292126 loss_bbox_aux: 0.670595 loss_giou_aux: 3.034651 loss_class_dn: 0.341787 loss_bbox_dn: 0.093732 loss_giou_dn: 0.386129 loss_class_aux_dn: 1.856419 loss_bbox_aux_dn: 0.585702 loss_giou_aux_dn: 2.219954 loss: 14.979004 eta: 44 days, 6:45:40 batch_cost: 1.0981 data_cost: 0.0013 ips: 7.2851 images/s
[08/08 08:41:59] ppdet.engine INFO: Epoch: [7] [17000/54024] learning_rate: 0.000100 loss_class: 0.706222 loss_bbox: 0.115858 loss_giou: 0.537668 loss_class_aux: 4.400615 loss_bbox_aux: 0.752818 loss_giou_aux: 3.326429 loss_class_dn: 0.371936 loss_bbox_dn: 0.109801 loss_giou_dn: 0.412512 loss_class_aux_dn: 1.995229 loss_bbox_aux_dn: 0.676099 loss_giou_aux_dn: 2.330606 loss: 16.161992 eta: 44 days, 6:44:34 batch_cost: 1.1036 data_cost: 0.0153 ips: 7.2492 images/s
[08/08 08:44:01] ppdet.engine INFO: Epoch: [7] [17100/54024] learning_rate: 0.000100 loss_class: 0.678902 loss_bbox: 0.107654 loss_giou: 0.484826 loss_class_aux: 4.210694 loss_bbox_aux: 0.704217 loss_giou_aux: 3.033053 loss_class_dn: 0.325144 loss_bbox_dn: 0.100769 loss_giou_dn: 0.367956 loss_class_aux_dn: 1.766964 loss_bbox_aux_dn: 0.621163 loss_giou_aux_dn: 2.100776 loss: 14.408440 eta: 44 days, 6:48:42 batch_cost: 1.1675 data_cost: 0.0013 ips: 6.8520 images/s
[08/08 08:45:55] ppdet.engine INFO: Epoch: [7] [17200/54024] learning_rate: 0.000100 loss_class: 0.722541 loss_bbox: 0.106645 loss_giou: 0.516410 loss_class_aux: 4.460954 loss_bbox_aux: 0.701278 loss_giou_aux: 3.249344 loss_class_dn: 0.355675 loss_bbox_dn: 0.105603 loss_giou_dn: 0.397142 loss_class_aux_dn: 1.912137 loss_bbox_aux_dn: 0.654611 loss_giou_aux_dn: 2.227671 loss: 15.181812 eta: 44 days, 6:45:34 batch_cost: 1.0789 data_cost: 0.0013 ips: 7.4147 images/s
[08/08 08:47:50] ppdet.engine INFO: Epoch: [7] [17300/54024] learning_rate: 0.000100 loss_class: 0.725512 loss_bbox: 0.109990 loss_giou: 0.530369 loss_class_aux: 4.497257 loss_bbox_aux: 0.715531 loss_giou_aux: 3.314213 loss_class_dn: 0.356067 loss_bbox_dn: 0.101373 loss_giou_dn: 0.406133 loss_class_aux_dn: 1.941511 loss_bbox_aux_dn: 0.615184 loss_giou_aux_dn: 2.320354 loss: 15.640653 eta: 44 days, 6:44:27 batch_cost: 1.1036 data_cost: 0.0014 ips: 7.2489 images/s
[08/08 08:49:47] ppdet.engine INFO: Epoch: [7] [17400/54024] learning_rate: 0.000100 loss_class: 0.693266 loss_bbox: 0.107952 loss_giou: 0.497146 loss_class_aux: 4.280322 loss_bbox_aux: 0.691195 loss_giou_aux: 3.040965 loss_class_dn: 0.342195 loss_bbox_dn: 0.099322 loss_giou_dn: 0.388349 loss_class_aux_dn: 1.862961 loss_bbox_aux_dn: 0.619774 loss_giou_aux_dn: 2.221640 loss: 15.131048 eta: 44 days, 6:43:54 batch_cost: 1.1106 data_cost: 0.0361 ips: 7.2035 images/s
[08/08 08:51:40] ppdet.engine INFO: Epoch: [7] [17500/54024] learning_rate: 0.000100 loss_class: 0.679369 loss_bbox: 0.116578 loss_giou: 0.510547 loss_class_aux: 4.201445 loss_bbox_aux: 0.751683 loss_giou_aux: 3.188984 loss_class_dn: 0.345365 loss_bbox_dn: 0.111185 loss_giou_dn: 0.390396 loss_class_aux_dn: 1.885112 loss_bbox_aux_dn: 0.682358 loss_giou_aux_dn: 2.183832 loss: 15.435193 eta: 44 days, 6:40:37 batch_cost: 1.0770 data_cost: 0.0014 ips: 7.4280 images/s
[08/08 08:53:36] ppdet.engine INFO: Epoch: [7] [17600/54024] learning_rate: 0.000100 loss_class: 0.711980 loss_bbox: 0.117026 loss_giou: 0.562440 loss_class_aux: 4.422637 loss_bbox_aux: 0.741189 loss_giou_aux: 3.494250 loss_class_dn: 0.365454 loss_bbox_dn: 0.104612 loss_giou_dn: 0.436873 loss_class_aux_dn: 1.956020 loss_bbox_aux_dn: 0.657306 loss_giou_aux_dn: 2.442760 loss: 16.622086 eta: 44 days, 6:39:06 batch_cost: 1.0985 data_cost: 0.0013 ips: 7.2825 images/s
[08/08 08:55:31] ppdet.engine INFO: Epoch: [7] [17700/54024] learning_rate: 0.000100 loss_class: 0.663690 loss_bbox: 0.109228 loss_giou: 0.471364 loss_class_aux: 4.159897 loss_bbox_aux: 0.711370 loss_giou_aux: 2.964677 loss_class_dn: 0.333931 loss_bbox_dn: 0.099907 loss_giou_dn: 0.379825 loss_class_aux_dn: 1.823088 loss_bbox_aux_dn: 0.616497 loss_giou_aux_dn: 2.132647 loss: 14.591880 eta: 44 days, 6:37:35 batch_cost: 1.0988 data_cost: 0.0050 ips: 7.2807 images/s
[08/08 08:57:25] ppdet.engine INFO: Epoch: [7] [17800/54024] learning_rate: 0.000100 loss_class: 0.669107 loss_bbox: 0.106119 loss_giou: 0.473487 loss_class_aux: 4.170662 loss_bbox_aux: 0.722419 loss_giou_aux: 2.953290 loss_class_dn: 0.346184 loss_bbox_dn: 0.101528 loss_giou_dn: 0.367221 loss_class_aux_dn: 1.848176 loss_bbox_aux_dn: 0.629729 loss_giou_aux_dn: 2.108191 loss: 14.733124 eta: 44 days, 6:34:35 batch_cost: 1.0803 data_cost: 0.0013 ips: 7.4052 images/s
[08/08 08:59:16] ppdet.engine INFO: Epoch: [7] [17900/54024] learning_rate: 0.000100 loss_class: 0.650358 loss_bbox: 0.110398 loss_giou: 0.484607 loss_class_aux: 4.042730 loss_bbox_aux: 0.729361 loss_giou_aux: 3.013017 loss_class_dn: 0.335193 loss_bbox_dn: 0.099626 loss_giou_dn: 0.364314 loss_class_aux_dn: 1.794943 loss_bbox_aux_dn: 0.613706 loss_giou_aux_dn: 2.113950 loss: 14.352329 eta: 44 days, 6:29:07 batch_cost: 1.0501 data_cost: 0.0039 ips: 7.6187 images/s
[08/08 09:01:08] ppdet.engine INFO: Epoch: [7] [18000/54024] learning_rate: 0.000100 loss_class: 0.696398 loss_bbox: 0.112516 loss_giou: 0.550572 loss_class_aux: 4.316765 loss_bbox_aux: 0.746026 loss_giou_aux: 3.429923 loss_class_dn: 0.351985 loss_bbox_dn: 0.109520 loss_giou_dn: 0.409457 loss_class_aux_dn: 1.900607 loss_bbox_aux_dn: 0.670210 loss_giou_aux_dn: 2.309601 loss: 15.383310 eta: 44 days, 6:25:38 batch_cost: 1.0743 data_cost: 0.0251 ips: 7.4468 images/s
[08/08 09:03:01] ppdet.engine INFO: Epoch: [7] [18100/54024] learning_rate: 0.000100 loss_class: 0.741020 loss_bbox: 0.118846 loss_giou: 0.541739 loss_class_aux: 4.538481 loss_bbox_aux: 0.765595 loss_giou_aux: 3.394991 loss_class_dn: 0.386049 loss_bbox_dn: 0.107829 loss_giou_dn: 0.427261 loss_class_aux_dn: 2.086268 loss_bbox_aux_dn: 0.662419 loss_giou_aux_dn: 2.390378 loss: 16.648710 eta: 44 days, 6:21:46 batch_cost: 1.0694 data_cost: 0.0223 ips: 7.4808 images/s
[08/08 09:04:53] ppdet.engine INFO: Epoch: [7] [18200/54024] learning_rate: 0.000100 loss_class: 0.725230 loss_bbox: 0.113794 loss_giou: 0.495544 loss_class_aux: 4.425920 loss_bbox_aux: 0.742888 loss_giou_aux: 3.095258 loss_class_dn: 0.360965 loss_bbox_dn: 0.106186 loss_giou_dn: 0.397493 loss_class_aux_dn: 1.921785 loss_bbox_aux_dn: 0.640051 loss_giou_aux_dn: 2.306484 loss: 15.905371 eta: 44 days, 6:17:45 batch_cost: 1.0676 data_cost: 0.0032 ips: 7.4938 images/s
[08/08 09:06:49] ppdet.engine INFO: Epoch: [7] [18300/54024] learning_rate: 0.000100 loss_class: 0.691904 loss_bbox: 0.109189 loss_giou: 0.508899 loss_class_aux: 4.272196 loss_bbox_aux: 0.718696 loss_giou_aux: 3.196410 loss_class_dn: 0.351716 loss_bbox_dn: 0.104842 loss_giou_dn: 0.399343 loss_class_aux_dn: 1.882097 loss_bbox_aux_dn: 0.647193 loss_giou_aux_dn: 2.248881 loss: 15.759161 eta: 44 days, 6:16:26 batch_cost: 1.1010 data_cost: 0.0251 ips: 7.2659 images/s
[08/08 09:08:42] ppdet.engine INFO: Epoch: [7] [18400/54024] learning_rate: 0.000100 loss_class: 0.703134 loss_bbox: 0.111902 loss_giou: 0.520010 loss_class_aux: 4.273233 loss_bbox_aux: 0.733566 loss_giou_aux: 3.272486 loss_class_dn: 0.351747 loss_bbox_dn: 0.097408 loss_giou_dn: 0.392953 loss_class_aux_dn: 1.878589 loss_bbox_aux_dn: 0.611317 loss_giou_aux_dn: 2.261379 loss: 15.620610 eta: 44 days, 6:13:27 batch_cost: 1.0803 data_cost: 0.0014 ips: 7.4051 images/s
[08/08 09:10:37] ppdet.engine INFO: Epoch: [7] [18500/54024] learning_rate: 0.000100 loss_class: 0.663106 loss_bbox: 0.112087 loss_giou: 0.501997 loss_class_aux: 4.123897 loss_bbox_aux: 0.723708 loss_giou_aux: 3.102906 loss_class_dn: 0.348781 loss_bbox_dn: 0.103901 loss_giou_dn: 0.391731 loss_class_aux_dn: 1.873043 loss_bbox_aux_dn: 0.622418 loss_giou_aux_dn: 2.235491 loss: 15.239808 eta: 44 days, 6:10:57 batch_cost: 1.0863 data_cost: 0.0013 ips: 7.3645 images/s
[08/08 09:12:38] ppdet.engine INFO: Epoch: [7] [18600/54024] learning_rate: 0.000100 loss_class: 0.681123 loss_bbox: 0.111971 loss_giou: 0.501881 loss_class_aux: 4.229151 loss_bbox_aux: 0.723118 loss_giou_aux: 3.150238 loss_class_dn: 0.344149 loss_bbox_dn: 0.098729 loss_giou_dn: 0.390637 loss_class_aux_dn: 1.876281 loss_bbox_aux_dn: 0.615107 loss_giou_aux_dn: 2.249331 loss: 15.297144 eta: 44 days, 6:13:46 batch_cost: 1.1527 data_cost: 0.0079 ips: 6.9402 images/s
[08/08 09:14:33] ppdet.engine INFO: Epoch: [7] [18700/54024] learning_rate: 0.000100 loss_class: 0.710239 loss_bbox: 0.111061 loss_giou: 0.516719 loss_class_aux: 4.385604 loss_bbox_aux: 0.721411 loss_giou_aux: 3.136893 loss_class_dn: 0.350176 loss_bbox_dn: 0.104329 loss_giou_dn: 0.377677 loss_class_aux_dn: 1.888653 loss_bbox_aux_dn: 0.643674 loss_giou_aux_dn: 2.149109 loss: 15.103171 eta: 44 days, 6:11:59 batch_cost: 1.0952 data_cost: 0.0013 ips: 7.3045 images/s
[08/08 09:16:30] ppdet.engine INFO: Epoch: [7] [18800/54024] learning_rate: 0.000100 loss_class: 0.706217 loss_bbox: 0.112011 loss_giou: 0.523911 loss_class_aux: 4.404942 loss_bbox_aux: 0.724783 loss_giou_aux: 3.258853 loss_class_dn: 0.354798 loss_bbox_dn: 0.105229 loss_giou_dn: 0.411515 loss_class_aux_dn: 1.893003 loss_bbox_aux_dn: 0.623684 loss_giou_aux_dn: 2.342159 loss: 15.669190 eta: 44 days, 6:11:40 batch_cost: 1.1138 data_cost: 0.0328 ips: 7.1827 images/s
[08/08 09:18:29] ppdet.engine INFO: Epoch: [7] [18900/54024] learning_rate: 0.000100 loss_class: 0.671158 loss_bbox: 0.103448 loss_giou: 0.476378 loss_class_aux: 4.189393 loss_bbox_aux: 0.666171 loss_giou_aux: 3.033710 loss_class_dn: 0.338630 loss_bbox_dn: 0.103625 loss_giou_dn: 0.374234 loss_class_aux_dn: 1.802803 loss_bbox_aux_dn: 0.617781 loss_giou_aux_dn: 2.178143 loss: 15.147886 eta: 44 days, 6:13:37 batch_cost: 1.1420 data_cost: 0.0013 ips: 7.0055 images/s
[08/08 09:20:30] ppdet.engine INFO: Epoch: [7] [19000/54024] learning_rate: 0.000100 loss_class: 0.681350 loss_bbox: 0.104818 loss_giou: 0.488899 loss_class_aux: 4.296512 loss_bbox_aux: 0.703907 loss_giou_aux: 3.085514 loss_class_dn: 0.352930 loss_bbox_dn: 0.101592 loss_giou_dn: 0.390507 loss_class_aux_dn: 1.888685 loss_bbox_aux_dn: 0.625398 loss_giou_aux_dn: 2.252988 loss: 15.439954 eta: 44 days, 6:16:04 batch_cost: 1.1485 data_cost: 0.0038 ips: 6.9658 images/s
[08/08 09:22:42] ppdet.engine INFO: Epoch: [7] [19100/54024] learning_rate: 0.000100 loss_class: 0.676566 loss_bbox: 0.112317 loss_giou: 0.528090 loss_class_aux: 4.153571 loss_bbox_aux: 0.740228 loss_giou_aux: 3.296724 loss_class_dn: 0.355065 loss_bbox_dn: 0.100291 loss_giou_dn: 0.385985 loss_class_aux_dn: 1.893813 loss_bbox_aux_dn: 0.620625 loss_giou_aux_dn: 2.194906 loss: 15.423944 eta: 44 days, 6:27:25 batch_cost: 1.2606 data_cost: 0.1843 ips: 6.3463 images/s
[08/08 09:24:38] ppdet.engine INFO: Epoch: [7] [19200/54024] learning_rate: 0.000100 loss_class: 0.643703 loss_bbox: 0.106981 loss_giou: 0.471354 loss_class_aux: 3.986825 loss_bbox_aux: 0.704504 loss_giou_aux: 2.892956 loss_class_dn: 0.345017 loss_bbox_dn: 0.098896 loss_giou_dn: 0.361619 loss_class_aux_dn: 1.843126 loss_bbox_aux_dn: 0.613817 loss_giou_aux_dn: 2.075872 loss: 14.669830 eta: 44 days, 6:26:12 batch_cost: 1.1028 data_cost: 0.0014 ips: 7.2542 images/s
[08/08 09:26:28] ppdet.engine INFO: Epoch: [7] [19300/54024] learning_rate: 0.000100 loss_class: 0.670879 loss_bbox: 0.117017 loss_giou: 0.473299 loss_class_aux: 4.099631 loss_bbox_aux: 0.765384 loss_giou_aux: 2.964522 loss_class_dn: 0.348082 loss_bbox_dn: 0.105572 loss_giou_dn: 0.372347 loss_class_aux_dn: 1.879290 loss_bbox_aux_dn: 0.643995 loss_giou_aux_dn: 2.117744 loss: 15.047227 eta: 44 days, 6:20:22 batch_cost: 1.0448 data_cost: 0.0013 ips: 7.6573 images/s
[08/08 09:28:28] ppdet.engine INFO: Epoch: [7] [19400/54024] learning_rate: 0.000100 loss_class: 0.714762 loss_bbox: 0.114131 loss_giou: 0.514519 loss_class_aux: 4.527865 loss_bbox_aux: 0.729138 loss_giou_aux: 3.229635 loss_class_dn: 0.371762 loss_bbox_dn: 0.105924 loss_giou_dn: 0.401215 loss_class_aux_dn: 1.983007 loss_bbox_aux_dn: 0.661833 loss_giou_aux_dn: 2.269216 loss: 15.782884 eta: 44 days, 6:22:20 batch_cost: 1.1428 data_cost: 0.1013 ips: 7.0004 images/s
[08/08 09:30:25] ppdet.engine INFO: Epoch: [7] [19500/54024] learning_rate: 0.000100 loss_class: 0.751198 loss_bbox: 0.119887 loss_giou: 0.495748 loss_class_aux: 4.603962 loss_bbox_aux: 0.744419 loss_giou_aux: 3.044763 loss_class_dn: 0.369642 loss_bbox_dn: 0.112272 loss_giou_dn: 0.403468 loss_class_aux_dn: 2.008766 loss_bbox_aux_dn: 0.689084 loss_giou_aux_dn: 2.308187 loss: 16.052306 eta: 44 days, 6:22:24 batch_cost: 1.1191 data_cost: 0.0376 ips: 7.1487 images/s
[08/08 09:32:27] ppdet.engine INFO: Epoch: [7] [19600/54024] learning_rate: 0.000100 loss_class: 0.679353 loss_bbox: 0.107658 loss_giou: 0.505045 loss_class_aux: 4.234494 loss_bbox_aux: 0.701245 loss_giou_aux: 3.103534 loss_class_dn: 0.338712 loss_bbox_dn: 0.100082 loss_giou_dn: 0.376547 loss_class_aux_dn: 1.844137 loss_bbox_aux_dn: 0.620628 loss_giou_aux_dn: 2.127504 loss: 15.087800 eta: 44 days, 6:25:52 batch_cost: 1.1622 data_cost: 0.0013 ips: 6.8836 images/s
[08/08 09:34:29] ppdet.engine INFO: Epoch: [7] [19700/54024] learning_rate: 0.000100 loss_class: 0.681653 loss_bbox: 0.111740 loss_giou: 0.477823 loss_class_aux: 4.307118 loss_bbox_aux: 0.704136 loss_giou_aux: 3.008380 loss_class_dn: 0.351051 loss_bbox_dn: 0.102554 loss_giou_dn: 0.376341 loss_class_aux_dn: 1.870778 loss_bbox_aux_dn: 0.648193 loss_giou_aux_dn: 2.122842 loss: 15.139126 eta: 44 days, 6:29:17 batch_cost: 1.1617 data_cost: 0.0199 ips: 6.8865 images/s
[08/08 09:36:31] ppdet.engine INFO: Epoch: [7] [19800/54024] learning_rate: 0.000100 loss_class: 0.702924 loss_bbox: 0.107117 loss_giou: 0.481638 loss_class_aux: 4.381200 loss_bbox_aux: 0.709925 loss_giou_aux: 3.074546 loss_class_dn: 0.348986 loss_bbox_dn: 0.106327 loss_giou_dn: 0.376989 loss_class_aux_dn: 1.892545 loss_bbox_aux_dn: 0.644832 loss_giou_aux_dn: 2.138885 loss: 15.313940 eta: 44 days, 6:33:14 batch_cost: 1.1687 data_cost: 0.0013 ips: 6.8451 images/s
[08/08 09:38:19] ppdet.engine INFO: Epoch: [7] [19900/54024] learning_rate: 0.000100 loss_class: 0.717844 loss_bbox: 0.117563 loss_giou: 0.486380 loss_class_aux: 4.434162 loss_bbox_aux: 0.752286 loss_giou_aux: 3.042065 loss_class_dn: 0.366332 loss_bbox_dn: 0.108819 loss_giou_dn: 0.381769 loss_class_aux_dn: 1.965790 loss_bbox_aux_dn: 0.671899 loss_giou_aux_dn: 2.171875 loss: 15.864787 eta: 44 days, 6:26:28 batch_cost: 1.0326 data_cost: 0.0013 ips: 7.7472 images/s
[08/08 09:40:21] ppdet.engine INFO: Epoch: [7] [20000/54024] learning_rate: 0.000100 loss_class: 0.700392 loss_bbox: 0.099464 loss_giou: 0.478934 loss_class_aux: 4.301869 loss_bbox_aux: 0.660475 loss_giou_aux: 2.970012 loss_class_dn: 0.349581 loss_bbox_dn: 0.092283 loss_giou_dn: 0.376886 loss_class_aux_dn: 1.877739 loss_bbox_aux_dn: 0.594688 loss_giou_aux_dn: 2.142195 loss: 14.939091 eta: 44 days, 6:29:51 batch_cost: 1.1618 data_cost: 0.0854 ips: 6.8857 images/s
[08/08 09:42:18] ppdet.engine INFO: Epoch: [7] [20100/54024] learning_rate: 0.000100 loss_class: 0.705666 loss_bbox: 0.101874 loss_giou: 0.490516 loss_class_aux: 4.377920 loss_bbox_aux: 0.668865 loss_giou_aux: 3.053522 loss_class_dn: 0.344392 loss_bbox_dn: 0.097919 loss_giou_dn: 0.387614 loss_class_aux_dn: 1.860709 loss_bbox_aux_dn: 0.616139 loss_giou_aux_dn: 2.215646 loss: 15.170196 eta: 44 days, 6:29:30 batch_cost: 1.1142 data_cost: 0.0012 ips: 7.1798 images/s
[08/08 09:44:17] ppdet.engine INFO: Epoch: [7] [20200/54024] learning_rate: 0.000100 loss_class: 0.664126 loss_bbox: 0.106543 loss_giou: 0.448975 loss_class_aux: 4.083057 loss_bbox_aux: 0.711838 loss_giou_aux: 2.844278 loss_class_dn: 0.331624 loss_bbox_dn: 0.101022 loss_giou_dn: 0.358346 loss_class_aux_dn: 1.803142 loss_bbox_aux_dn: 0.626343 loss_giou_aux_dn: 2.084065 loss: 14.532651 eta: 44 days, 6:31:21 batch_cost: 1.1425 data_cost: 0.0248 ips: 7.0022 images/s
[08/08 09:46:17] ppdet.engine INFO: Epoch: [7] [20300/54024] learning_rate: 0.000100 loss_class: 0.673663 loss_bbox: 0.109720 loss_giou: 0.511678 loss_class_aux: 4.164630 loss_bbox_aux: 0.704493 loss_giou_aux: 3.146780 loss_class_dn: 0.344822 loss_bbox_dn: 0.100090 loss_giou_dn: 0.385738 loss_class_aux_dn: 1.853804 loss_bbox_aux_dn: 0.621136 loss_giou_aux_dn: 2.199519 loss: 14.760212 eta: 44 days, 6:32:50 batch_cost: 1.1378 data_cost: 0.0556 ips: 7.0313 images/s
[08/08 09:48:10] ppdet.engine INFO: Epoch: [7] [20400/54024] learning_rate: 0.000100 loss_class: 0.730962 loss_bbox: 0.114766 loss_giou: 0.514395 loss_class_aux: 4.450397 loss_bbox_aux: 0.738238 loss_giou_aux: 3.284152 loss_class_dn: 0.357546 loss_bbox_dn: 0.105994 loss_giou_dn: 0.397630 loss_class_aux_dn: 1.948178 loss_bbox_aux_dn: 0.669129 loss_giou_aux_dn: 2.289632 loss: 15.792655 eta: 44 days, 6:29:08 batch_cost: 1.0718 data_cost: 0.0013 ips: 7.4644 images/s
[08/08 09:50:03] ppdet.engine INFO: Epoch: [7] [20500/54024] learning_rate: 0.000100 loss_class: 0.652778 loss_bbox: 0.107675 loss_giou: 0.479438 loss_class_aux: 4.100837 loss_bbox_aux: 0.683511 loss_giou_aux: 3.045868 loss_class_dn: 0.343777 loss_bbox_dn: 0.101830 loss_giou_dn: 0.375083 loss_class_aux_dn: 1.886093 loss_bbox_aux_dn: 0.618419 loss_giou_aux_dn: 2.115360 loss: 15.192901 eta: 44 days, 6:25:28 batch_cost: 1.0719 data_cost: 0.0013 ips: 7.4631 images/s
[08/08 09:52:01] ppdet.engine INFO: Epoch: [7] [20600/54024] learning_rate: 0.000100 loss_class: 0.714988 loss_bbox: 0.112147 loss_giou: 0.520587 loss_class_aux: 4.469068 loss_bbox_aux: 0.738427 loss_giou_aux: 3.291702 loss_class_dn: 0.368383 loss_bbox_dn: 0.110062 loss_giou_dn: 0.403850 loss_class_aux_dn: 1.984392 loss_bbox_aux_dn: 0.678320 loss_giou_aux_dn: 2.294462 loss: 15.754651 eta: 44 days, 6:26:30 batch_cost: 1.1322 data_cost: 0.0013 ips: 7.0658 images/s
[08/08 09:53:54] ppdet.engine INFO: Epoch: [7] [20700/54024] learning_rate: 0.000100 loss_class: 0.658491 loss_bbox: 0.104001 loss_giou: 0.436666 loss_class_aux: 4.165971 loss_bbox_aux: 0.680279 loss_giou_aux: 2.736539 loss_class_dn: 0.334916 loss_bbox_dn: 0.109116 loss_giou_dn: 0.346681 loss_class_aux_dn: 1.821748 loss_bbox_aux_dn: 0.671226 loss_giou_aux_dn: 1.976165 loss: 14.579212 eta: 44 days, 6:22:46 batch_cost: 1.0712 data_cost: 0.0013 ips: 7.4682 images/s
[08/08 09:55:53] ppdet.engine INFO: Epoch: [7] [20800/54024] learning_rate: 0.000100 loss_class: 0.707639 loss_bbox: 0.110357 loss_giou: 0.537748 loss_class_aux: 4.436744 loss_bbox_aux: 0.716805 loss_giou_aux: 3.351439 loss_class_dn: 0.355692 loss_bbox_dn: 0.100344 loss_giou_dn: 0.394047 loss_class_aux_dn: 1.898477 loss_bbox_aux_dn: 0.608836 loss_giou_aux_dn: 2.222950 loss: 15.359287 eta: 44 days, 6:23:27 batch_cost: 1.1279 data_cost: 0.0255 ips: 7.0931 images/s
[08/08 09:57:50] ppdet.engine INFO: Epoch: [7] [20900/54024] learning_rate: 0.000100 loss_class: 0.687514 loss_bbox: 0.113663 loss_giou: 0.512696 loss_class_aux: 4.265738 loss_bbox_aux: 0.759813 loss_giou_aux: 3.147476 loss_class_dn: 0.347715 loss_bbox_dn: 0.109627 loss_giou_dn: 0.382590 loss_class_aux_dn: 1.871048 loss_bbox_aux_dn: 0.655245 loss_giou_aux_dn: 2.166619 loss: 15.116538 eta: 44 days, 6:22:59 batch_cost: 1.1132 data_cost: 0.0667 ips: 7.1866 images/s
[08/08 09:59:45] ppdet.engine INFO: Epoch: [7] [21000/54024] learning_rate: 0.000100 loss_class: 0.735113 loss_bbox: 0.110924 loss_giou: 0.501433 loss_class_aux: 4.568628 loss_bbox_aux: 0.744451 loss_giou_aux: 3.111549 loss_class_dn: 0.366987 loss_bbox_dn: 0.108716 loss_giou_dn: 0.394472 loss_class_aux_dn: 1.972412 loss_bbox_aux_dn: 0.676836 loss_giou_aux_dn: 2.229507 loss: 15.862330 eta: 44 days, 6:20:49 batch_cost: 1.0911 data_cost: 0.0013 ips: 7.3320 images/s
[08/08 10:01:40] ppdet.engine INFO: Epoch: [7] [21100/54024] learning_rate: 0.000100 loss_class: 0.680947 loss_bbox: 0.108959 loss_giou: 0.518883 loss_class_aux: 4.213031 loss_bbox_aux: 0.704186 loss_giou_aux: 3.199742 loss_class_dn: 0.343516 loss_bbox_dn: 0.103461 loss_giou_dn: 0.393515 loss_class_aux_dn: 1.798283 loss_bbox_aux_dn: 0.636561 loss_giou_aux_dn: 2.249438 loss: 14.799352 eta: 44 days, 6:19:22 batch_cost: 1.1006 data_cost: 0.0013 ips: 7.2688 images/s
[08/08 10:03:36] ppdet.engine INFO: Epoch: [7] [21200/54024] learning_rate: 0.000100 loss_class: 0.685777 loss_bbox: 0.115243 loss_giou: 0.483657 loss_class_aux: 4.315625 loss_bbox_aux: 0.741843 loss_giou_aux: 2.985965 loss_class_dn: 0.350469 loss_bbox_dn: 0.112175 loss_giou_dn: 0.367459 loss_class_aux_dn: 1.878661 loss_bbox_aux_dn: 0.693551 loss_giou_aux_dn: 2.041215 loss: 15.137757 eta: 44 days, 6:17:13 batch_cost: 1.0914 data_cost: 0.0052 ips: 7.3300 images/s
[08/08 10:05:27] ppdet.engine INFO: Epoch: [7] [21300/54024] learning_rate: 0.000100 loss_class: 0.672833 loss_bbox: 0.106636 loss_giou: 0.495002 loss_class_aux: 4.186812 loss_bbox_aux: 0.700133 loss_giou_aux: 3.112806 loss_class_dn: 0.340408 loss_bbox_dn: 0.107437 loss_giou_dn: 0.389687 loss_class_aux_dn: 1.828980 loss_bbox_aux_dn: 0.641387 loss_giou_aux_dn: 2.209663 loss: 14.946128 eta: 44 days, 6:12:33 batch_cost: 1.0589 data_cost: 0.0016 ips: 7.5548 images/s
[08/08 10:07:23] ppdet.engine INFO: Epoch: [7] [21400/54024] learning_rate: 0.000100 loss_class: 0.721090 loss_bbox: 0.122119 loss_giou: 0.508663 loss_class_aux: 4.448723 loss_bbox_aux: 0.776010 loss_giou_aux: 3.192381 loss_class_dn: 0.349421 loss_bbox_dn: 0.114705 loss_giou_dn: 0.405138 loss_class_aux_dn: 1.898492 loss_bbox_aux_dn: 0.693438 loss_giou_aux_dn: 2.320485 loss: 15.665586 eta: 44 days, 6:10:50 batch_cost: 1.0971 data_cost: 0.0013 ips: 7.2919 images/s
[08/08 10:09:29] ppdet.engine INFO: Epoch: [7] [21500/54024] learning_rate: 0.000100 loss_class: 0.670940 loss_bbox: 0.103834 loss_giou: 0.508030 loss_class_aux: 4.178291 loss_bbox_aux: 0.669604 loss_giou_aux: 3.208222 loss_class_dn: 0.337254 loss_bbox_dn: 0.093439 loss_giou_dn: 0.389323 loss_class_aux_dn: 1.809418 loss_bbox_aux_dn: 0.569912 loss_giou_aux_dn: 2.219756 loss: 14.703004 eta: 44 days, 6:17:51 batch_cost: 1.2103 data_cost: 0.0246 ips: 6.6097 images/s
[08/08 10:11:34] ppdet.engine INFO: Epoch: [7] [21600/54024] learning_rate: 0.000100 loss_class: 0.700996 loss_bbox: 0.115557 loss_giou: 0.511813 loss_class_aux: 4.308670 loss_bbox_aux: 0.747325 loss_giou_aux: 3.183513 loss_class_dn: 0.353887 loss_bbox_dn: 0.105893 loss_giou_dn: 0.391031 loss_class_aux_dn: 1.881665 loss_bbox_aux_dn: 0.650407 loss_giou_aux_dn: 2.261925 loss: 15.389168 eta: 44 days, 6:23:34 batch_cost: 1.1938 data_cost: 0.0013 ips: 6.7010 images/s
[08/08 10:13:46] ppdet.engine INFO: Epoch: [7] [21700/54024] learning_rate: 0.000100 loss_class: 0.688757 loss_bbox: 0.115640 loss_giou: 0.493290 loss_class_aux: 4.287241 loss_bbox_aux: 0.747247 loss_giou_aux: 3.123711 loss_class_dn: 0.360166 loss_bbox_dn: 0.100674 loss_giou_dn: 0.398666 loss_class_aux_dn: 1.923127 loss_bbox_aux_dn: 0.623831 loss_giou_aux_dn: 2.275728 loss: 15.745011 eta: 44 days, 6:34:39 batch_cost: 1.2639 data_cost: 0.0013 ips: 6.3295 images/s
[08/08 10:15:47] ppdet.engine INFO: Epoch: [7] [21800/54024] learning_rate: 0.000100 loss_class: 0.711052 loss_bbox: 0.112553 loss_giou: 0.554257 loss_class_aux: 4.382064 loss_bbox_aux: 0.731791 loss_giou_aux: 3.432525 loss_class_dn: 0.365971 loss_bbox_dn: 0.108771 loss_giou_dn: 0.420313 loss_class_aux_dn: 1.993699 loss_bbox_aux_dn: 0.662925 loss_giou_aux_dn: 2.367391 loss: 16.101899 eta: 44 days, 6:37:29 batch_cost: 1.1570 data_cost: 0.0016 ips: 6.9145 images/s
[08/08 10:17:47] ppdet.engine INFO: Epoch: [7] [21900/54024] learning_rate: 0.000100 loss_class: 0.661216 loss_bbox: 0.104779 loss_giou: 0.499482 loss_class_aux: 4.081188 loss_bbox_aux: 0.675296 loss_giou_aux: 3.106464 loss_class_dn: 0.343395 loss_bbox_dn: 0.097727 loss_giou_dn: 0.380254 loss_class_aux_dn: 1.847667 loss_bbox_aux_dn: 0.597300 loss_giou_aux_dn: 2.146212 loss: 14.616196 eta: 44 days, 6:39:05 batch_cost: 1.1409 data_cost: 0.0414 ips: 7.0121 images/s
[08/08 10:19:39] ppdet.engine INFO: Epoch: [7] [22000/54024] learning_rate: 0.000100 loss_class: 0.692158 loss_bbox: 0.109092 loss_giou: 0.498156 loss_class_aux: 4.217238 loss_bbox_aux: 0.733979 loss_giou_aux: 3.093293 loss_class_dn: 0.335725 loss_bbox_dn: 0.108233 loss_giou_dn: 0.400681 loss_class_aux_dn: 1.811199 loss_bbox_aux_dn: 0.679730 loss_giou_aux_dn: 2.243688 loss: 15.057369 eta: 44 days, 6:35:17 batch_cost: 1.0704 data_cost: 0.0015 ips: 7.4739 images/s
[08/08 10:21:37] ppdet.engine INFO: Epoch: [7] [22100/54024] learning_rate: 0.000100 loss_class: 0.691246 loss_bbox: 0.119888 loss_giou: 0.509641 loss_class_aux: 4.341128 loss_bbox_aux: 0.767817 loss_giou_aux: 3.230261 loss_class_dn: 0.354739 loss_bbox_dn: 0.107324 loss_giou_dn: 0.402527 loss_class_aux_dn: 1.896850 loss_bbox_aux_dn: 0.655212 loss_giou_aux_dn: 2.305771 loss: 15.852289 eta: 44 days, 6:35:09 batch_cost: 1.1185 data_cost: 0.0013 ips: 7.1527 images/s
[08/08 10:23:29] ppdet.engine INFO: Epoch: [7] [22200/54024] learning_rate: 0.000100 loss_class: 0.685802 loss_bbox: 0.112495 loss_giou: 0.537176 loss_class_aux: 4.224406 loss_bbox_aux: 0.705219 loss_giou_aux: 3.345960 loss_class_dn: 0.351757 loss_bbox_dn: 0.102863 loss_giou_dn: 0.389918 loss_class_aux_dn: 1.874272 loss_bbox_aux_dn: 0.639614 loss_giou_aux_dn: 2.244921 loss: 15.151472 eta: 44 days, 6:30:44 batch_cost: 1.0623 data_cost: 0.0013 ips: 7.5307 images/s
[08/08 10:25:25] ppdet.engine INFO: Epoch: [7] [22300/54024] learning_rate: 0.000100 loss_class: 0.684329 loss_bbox: 0.104415 loss_giou: 0.444634 loss_class_aux: 4.288363 loss_bbox_aux: 0.671890 loss_giou_aux: 2.785802 loss_class_dn: 0.330978 loss_bbox_dn: 0.106674 loss_giou_dn: 0.352915 loss_class_aux_dn: 1.765530 loss_bbox_aux_dn: 0.648361 loss_giou_aux_dn: 2.017416 loss: 14.390294 eta: 44 days, 6:30:09 batch_cost: 1.1125 data_cost: 0.0014 ips: 7.1911 images/s
[08/08 10:27:26] ppdet.engine INFO: Epoch: [7] [22400/54024] learning_rate: 0.000100 loss_class: 0.663160 loss_bbox: 0.105303 loss_giou: 0.476091 loss_class_aux: 4.125145 loss_bbox_aux: 0.691026 loss_giou_aux: 2.937129 loss_class_dn: 0.326256 loss_bbox_dn: 0.102891 loss_giou_dn: 0.363676 loss_class_aux_dn: 1.761041 loss_bbox_aux_dn: 0.645091 loss_giou_aux_dn: 2.104562 loss: 14.505046 eta: 44 days, 6:32:17 batch_cost: 1.1483 data_cost: 0.0013 ips: 6.9671 images/s
[08/08 10:29:20] ppdet.engine INFO: Epoch: [7] [22500/54024] learning_rate: 0.000100 loss_class: 0.727313 loss_bbox: 0.121755 loss_giou: 0.540607 loss_class_aux: 4.534332 loss_bbox_aux: 0.821546 loss_giou_aux: 3.385380 loss_class_dn: 0.372879 loss_bbox_dn: 0.114583 loss_giou_dn: 0.428594 loss_class_aux_dn: 1.996574 loss_bbox_aux_dn: 0.712148 loss_giou_aux_dn: 2.458640 loss: 16.469459 eta: 44 days, 6:30:14 batch_cost: 1.0934 data_cost: 0.0013 ips: 7.3165 images/s
[08/08 10:31:14] ppdet.engine INFO: Epoch: [7] [22600/54024] learning_rate: 0.000100 loss_class: 0.692695 loss_bbox: 0.108342 loss_giou: 0.472745 loss_class_aux: 4.268548 loss_bbox_aux: 0.712297 loss_giou_aux: 2.945682 loss_class_dn: 0.339106 loss_bbox_dn: 0.100546 loss_giou_dn: 0.359659 loss_class_aux_dn: 1.826948 loss_bbox_aux_dn: 0.636438 loss_giou_aux_dn: 2.023059 loss: 14.585431 eta: 44 days, 6:27:13 batch_cost: 1.0805 data_cost: 0.0015 ips: 7.4041 images/s
[08/08 10:33:12] ppdet.engine INFO: Epoch: [7] [22700/54024] learning_rate: 0.000100 loss_class: 0.709811 loss_bbox: 0.120239 loss_giou: 0.541087 loss_class_aux: 4.423969 loss_bbox_aux: 0.773021 loss_giou_aux: 3.385834 loss_class_dn: 0.363045 loss_bbox_dn: 0.108950 loss_giou_dn: 0.399010 loss_class_aux_dn: 1.946486 loss_bbox_aux_dn: 0.675124 loss_giou_aux_dn: 2.276808 loss: 16.072443 eta: 44 days, 6:27:25 batch_cost: 1.1232 data_cost: 0.0126 ips: 7.1227 images/s
[08/08 10:35:10] ppdet.engine INFO: Epoch: [7] [22800/54024] learning_rate: 0.000100 loss_class: 0.702238 loss_bbox: 0.110744 loss_giou: 0.515369 loss_class_aux: 4.344329 loss_bbox_aux: 0.734203 loss_giou_aux: 3.265907 loss_class_dn: 0.355756 loss_bbox_dn: 0.104695 loss_giou_dn: 0.399337 loss_class_aux_dn: 1.910109 loss_bbox_aux_dn: 0.638514 loss_giou_aux_dn: 2.279405 loss: 15.188401 eta: 44 days, 6:27:40 batch_cost: 1.1238 data_cost: 0.0626 ips: 7.1190 images/s
[08/08 10:37:05] ppdet.engine INFO: Epoch: [7] [22900/54024] learning_rate: 0.000100 loss_class: 0.669875 loss_bbox: 0.112922 loss_giou: 0.492213 loss_class_aux: 4.101692 loss_bbox_aux: 0.733532 loss_giou_aux: 3.126616 loss_class_dn: 0.339984 loss_bbox_dn: 0.103024 loss_giou_dn: 0.384853 loss_class_aux_dn: 1.825217 loss_bbox_aux_dn: 0.640297 loss_giou_aux_dn: 2.212361 loss: 14.724177 eta: 44 days, 6:25:10 batch_cost: 1.0874 data_cost: 0.0040 ips: 7.3570 images/s
[08/08 10:39:01] ppdet.engine INFO: Epoch: [7] [23000/54024] learning_rate: 0.000100 loss_class: 0.717422 loss_bbox: 0.113971 loss_giou: 0.532117 loss_class_aux: 4.446150 loss_bbox_aux: 0.758221 loss_giou_aux: 3.346439 loss_class_dn: 0.374272 loss_bbox_dn: 0.101694 loss_giou_dn: 0.419939 loss_class_aux_dn: 1.995832 loss_bbox_aux_dn: 0.629271 loss_giou_aux_dn: 2.378211 loss: 16.215949 eta: 44 days, 6:24:10 batch_cost: 1.1072 data_cost: 0.0013 ips: 7.2256 images/s
[08/08 10:40:52] ppdet.engine INFO: Epoch: [7] [23100/54024] learning_rate: 0.000100 loss_class: 0.702335 loss_bbox: 0.114068 loss_giou: 0.485190 loss_class_aux: 4.320411 loss_bbox_aux: 0.751719 loss_giou_aux: 3.034421 loss_class_dn: 0.343412 loss_bbox_dn: 0.109107 loss_giou_dn: 0.388999 loss_class_aux_dn: 1.854051 loss_bbox_aux_dn: 0.665602 loss_giou_aux_dn: 2.185950 loss: 14.905084 eta: 44 days, 6:19:15 batch_cost: 1.0555 data_cost: 0.0013 ips: 7.5791 images/s
[08/08 10:42:46] ppdet.engine INFO: Epoch: [7] [23200/54024] learning_rate: 0.000100 loss_class: 0.728671 loss_bbox: 0.119859 loss_giou: 0.545967 loss_class_aux: 4.588706 loss_bbox_aux: 0.787886 loss_giou_aux: 3.367631 loss_class_dn: 0.376498 loss_bbox_dn: 0.111879 loss_giou_dn: 0.419750 loss_class_aux_dn: 2.015608 loss_bbox_aux_dn: 0.692719 loss_giou_aux_dn: 2.386924 loss: 16.997892 eta: 44 days, 6:16:39 batch_cost: 1.0858 data_cost: 0.0012 ips: 7.3676 images/s
[08/08 10:44:49] ppdet.engine INFO: Epoch: [7] [23300/54024] learning_rate: 0.000100 loss_class: 0.695971 loss_bbox: 0.112491 loss_giou: 0.502558 loss_class_aux: 4.343255 loss_bbox_aux: 0.701218 loss_giou_aux: 3.204553 loss_class_dn: 0.352415 loss_bbox_dn: 0.109850 loss_giou_dn: 0.373694 loss_class_aux_dn: 1.889567 loss_bbox_aux_dn: 0.671195 loss_giou_aux_dn: 2.156377 loss: 15.120303 eta: 44 days, 6:20:07 batch_cost: 1.1668 data_cost: 0.0013 ips: 6.8561 images/s
[08/08 10:46:50] ppdet.engine INFO: Epoch: [7] [23400/54024] learning_rate: 0.000100 loss_class: 0.700363 loss_bbox: 0.113202 loss_giou: 0.501972 loss_class_aux: 4.372906 loss_bbox_aux: 0.740223 loss_giou_aux: 3.155071 loss_class_dn: 0.357604 loss_bbox_dn: 0.104230 loss_giou_dn: 0.385745 loss_class_aux_dn: 1.937686 loss_bbox_aux_dn: 0.631190 loss_giou_aux_dn: 2.182706 loss: 15.782412 eta: 44 days, 6:22:29 batch_cost: 1.1522 data_cost: 0.0013 ips: 6.9431 images/s
[08/08 10:48:46] ppdet.engine INFO: Epoch: [7] [23500/54024] learning_rate: 0.000100 loss_class: 0.682440 loss_bbox: 0.100438 loss_giou: 0.477163 loss_class_aux: 4.243694 loss_bbox_aux: 0.674482 loss_giou_aux: 2.978357 loss_class_dn: 0.334475 loss_bbox_dn: 0.094545 loss_giou_dn: 0.358284 loss_class_aux_dn: 1.835872 loss_bbox_aux_dn: 0.570282 loss_giou_aux_dn: 2.096776 loss: 14.669140 eta: 44 days, 6:21:25 batch_cost: 1.1066 data_cost: 0.0250 ips: 7.2295 images/s
[08/08 10:50:41] ppdet.engine INFO: Epoch: [7] [23600/54024] learning_rate: 0.000100 loss_class: 0.673376 loss_bbox: 0.110369 loss_giou: 0.455731 loss_class_aux: 4.113130 loss_bbox_aux: 0.702081 loss_giou_aux: 2.860106 loss_class_dn: 0.335558 loss_bbox_dn: 0.110867 loss_giou_dn: 0.368364 loss_class_aux_dn: 1.813061 loss_bbox_aux_dn: 0.659076 loss_giou_aux_dn: 2.086294 loss: 14.217154 eta: 44 days, 6:19:36 batch_cost: 1.0965 data_cost: 0.0013 ips: 7.2958 images/s
[08/08 10:52:36] ppdet.engine INFO: Epoch: [7] [23700/54024] learning_rate: 0.000100 loss_class: 0.733095 loss_bbox: 0.124312 loss_giou: 0.498098 loss_class_aux: 4.568726 loss_bbox_aux: 0.814220 loss_giou_aux: 3.112110 loss_class_dn: 0.359534 loss_bbox_dn: 0.110548 loss_giou_dn: 0.402375 loss_class_aux_dn: 1.957268 loss_bbox_aux_dn: 0.672143 loss_giou_aux_dn: 2.330952 loss: 15.919847 eta: 44 days, 6:16:55 batch_cost: 1.0850 data_cost: 0.0226 ips: 7.3732 images/s
[08/08 10:54:34] ppdet.engine INFO: Epoch: [7] [23800/54024] learning_rate: 0.000100 loss_class: 0.705932 loss_bbox: 0.106340 loss_giou: 0.473011 loss_class_aux: 4.340198 loss_bbox_aux: 0.706843 loss_giou_aux: 3.002754 loss_class_dn: 0.334380 loss_bbox_dn: 0.101388 loss_giou_dn: 0.369627 loss_class_aux_dn: 1.814474 loss_bbox_aux_dn: 0.660622 loss_giou_aux_dn: 2.147841 loss: 15.048607 eta: 44 days, 6:17:22 batch_cost: 1.1269 data_cost: 0.0013 ips: 7.0989 images/s
[08/08 10:56:30] ppdet.engine INFO: Epoch: [7] [23900/54024] learning_rate: 0.000100 loss_class: 0.663367 loss_bbox: 0.105329 loss_giou: 0.443260 loss_class_aux: 4.148762 loss_bbox_aux: 0.688266 loss_giou_aux: 2.796809 loss_class_dn: 0.323344 loss_bbox_dn: 0.104155 loss_giou_dn: 0.360717 loss_class_aux_dn: 1.749301 loss_bbox_aux_dn: 0.645172 loss_giou_aux_dn: 2.054763 loss: 14.256347 eta: 44 days, 6:16:00 batch_cost: 1.1026 data_cost: 0.0013 ips: 7.2553 images/s
[08/08 10:58:26] ppdet.engine INFO: Epoch: [7] [24000/54024] learning_rate: 0.000100 loss_class: 0.699584 loss_bbox: 0.106362 loss_giou: 0.449622 loss_class_aux: 4.361775 loss_bbox_aux: 0.669955 loss_giou_aux: 2.804481 loss_class_dn: 0.330610 loss_bbox_dn: 0.104405 loss_giou_dn: 0.351970 loss_class_aux_dn: 1.798213 loss_bbox_aux_dn: 0.636315 loss_giou_aux_dn: 2.029371 loss: 14.457622 eta: 44 days, 6:15:03 batch_cost: 1.1084 data_cost: 0.0013 ips: 7.2179 images/s
[08/08 11:00:42] ppdet.engine INFO: Epoch: [7] [24100/54024] learning_rate: 0.000100 loss_class: 0.689784 loss_bbox: 0.112676 loss_giou: 0.517226 loss_class_aux: 4.267397 loss_bbox_aux: 0.739196 loss_giou_aux: 3.294666 loss_class_dn: 0.355334 loss_bbox_dn: 0.103125 loss_giou_dn: 0.411927 loss_class_aux_dn: 1.881743 loss_bbox_aux_dn: 0.642070 loss_giou_aux_dn: 2.373095 loss: 15.584301 eta: 44 days, 6:28:29 batch_cost: 1.3017 data_cost: 0.0013 ips: 6.1460 images/s
[08/08 11:02:34] ppdet.engine INFO: Epoch: [7] [24200/54024] learning_rate: 0.000100 loss_class: 0.674918 loss_bbox: 0.105324 loss_giou: 0.451126 loss_class_aux: 4.185855 loss_bbox_aux: 0.683274 loss_giou_aux: 2.862781 loss_class_dn: 0.332497 loss_bbox_dn: 0.102698 loss_giou_dn: 0.371820 loss_class_aux_dn: 1.782850 loss_bbox_aux_dn: 0.665449 loss_giou_aux_dn: 2.114883 loss: 14.267771 eta: 44 days, 6:24:09 batch_cost: 1.0630 data_cost: 0.0012 ips: 7.5257 images/s
[08/08 11:04:26] ppdet.engine INFO: Epoch: [7] [24300/54024] learning_rate: 0.000100 loss_class: 0.718622 loss_bbox: 0.117878 loss_giou: 0.519289 loss_class_aux: 4.438947 loss_bbox_aux: 0.755298 loss_giou_aux: 3.232887 loss_class_dn: 0.349470 loss_bbox_dn: 0.104454 loss_giou_dn: 0.387906 loss_class_aux_dn: 1.888272 loss_bbox_aux_dn: 0.634828 loss_giou_aux_dn: 2.217751 loss: 15.438449 eta: 44 days, 6:19:52 batch_cost: 1.0636 data_cost: 0.0064 ips: 7.5218 images/s
[08/08 11:06:26] ppdet.engine INFO: Epoch: [7] [24400/54024] learning_rate: 0.000100 loss_class: 0.718262 loss_bbox: 0.110469 loss_giou: 0.465880 loss_class_aux: 4.416525 loss_bbox_aux: 0.731815 loss_giou_aux: 2.951566 loss_class_dn: 0.351254 loss_bbox_dn: 0.106047 loss_giou_dn: 0.372645 loss_class_aux_dn: 1.890675 loss_bbox_aux_dn: 0.650610 loss_giou_aux_dn: 2.149262 loss: 15.044146 eta: 44 days, 6:21:12 batch_cost: 1.1393 data_cost: 0.0013 ips: 7.0216 images/s
[08/08 11:08:20] ppdet.engine INFO: Epoch: [7] [24500/54024] learning_rate: 0.000100 loss_class: 0.704127 loss_bbox: 0.110860 loss_giou: 0.496479 loss_class_aux: 4.315676 loss_bbox_aux: 0.744344 loss_giou_aux: 3.109343 loss_class_dn: 0.342462 loss_bbox_dn: 0.105306 loss_giou_dn: 0.385502 loss_class_aux_dn: 1.843858 loss_bbox_aux_dn: 0.644393 loss_giou_aux_dn: 2.185463 loss: 15.112898 eta: 44 days, 6:18:57 batch_cost: 1.0911 data_cost: 0.0013 ips: 7.3323 images/s
[08/08 11:10:26] ppdet.engine INFO: Epoch: [7] [24600/54024] learning_rate: 0.000100 loss_class: 0.687065 loss_bbox: 0.114486 loss_giou: 0.547091 loss_class_aux: 4.269364 loss_bbox_aux: 0.743422 loss_giou_aux: 3.390455 loss_class_dn: 0.367844 loss_bbox_dn: 0.104747 loss_giou_dn: 0.416413 loss_class_aux_dn: 2.032222 loss_bbox_aux_dn: 0.633636 loss_giou_aux_dn: 2.360692 loss: 15.924743 eta: 44 days, 6:25:07 batch_cost: 1.2049 data_cost: 0.0012 ips: 6.6397 images/s
[08/08 11:12:18] ppdet.engine INFO: Epoch: [7] [24700/54024] learning_rate: 0.000100 loss_class: 0.707748 loss_bbox: 0.113728 loss_giou: 0.486564 loss_class_aux: 4.368651 loss_bbox_aux: 0.731481 loss_giou_aux: 3.023059 loss_class_dn: 0.351473 loss_bbox_dn: 0.112386 loss_giou_dn: 0.380750 loss_class_aux_dn: 1.884376 loss_bbox_aux_dn: 0.674323 loss_giou_aux_dn: 2.175855 loss: 15.148916 eta: 44 days, 6:21:14 batch_cost: 1.0690 data_cost: 0.0012 ips: 7.4837 images/s
[08/08 11:14:11] ppdet.engine INFO: Epoch: [7] [24800/54024] learning_rate: 0.000100 loss_class: 0.704549 loss_bbox: 0.109149 loss_giou: 0.493057 loss_class_aux: 4.374157 loss_bbox_aux: 0.715717 loss_giou_aux: 3.080137 loss_class_dn: 0.347649 loss_bbox_dn: 0.100845 loss_giou_dn: 0.390542 loss_class_aux_dn: 1.903898 loss_bbox_aux_dn: 0.619377 loss_giou_aux_dn: 2.203688 loss: 15.095434 eta: 44 days, 6:17:38 batch_cost: 1.0728 data_cost: 0.0012 ips: 7.4570 images/s
[08/08 11:16:02] ppdet.engine INFO: Epoch: [7] [24900/54024] learning_rate: 0.000100 loss_class: 0.706206 loss_bbox: 0.116557 loss_giou: 0.522926 loss_class_aux: 4.366080 loss_bbox_aux: 0.747728 loss_giou_aux: 3.275297 loss_class_dn: 0.362655 loss_bbox_dn: 0.109881 loss_giou_dn: 0.401565 loss_class_aux_dn: 1.945026 loss_bbox_aux_dn: 0.677693 loss_giou_aux_dn: 2.277560 loss: 15.638775 eta: 44 days, 6:12:46 batch_cost: 1.0554 data_cost: 0.0075 ips: 7.5800 images/s
[08/08 11:17:56] ppdet.engine INFO: Epoch: [7] [25000/54024] learning_rate: 0.000100 loss_class: 0.758983 loss_bbox: 0.122389 loss_giou: 0.522643 loss_class_aux: 4.730277 loss_bbox_aux: 0.810019 loss_giou_aux: 3.283080 loss_class_dn: 0.367874 loss_bbox_dn: 0.109658 loss_giou_dn: 0.405074 loss_class_aux_dn: 2.005385 loss_bbox_aux_dn: 0.688874 loss_giou_aux_dn: 2.304666 loss: 16.040512 eta: 44 days, 6:09:43 batch_cost: 1.0801 data_cost: 0.0013 ips: 7.4067 images/s
[08/08 11:19:53] ppdet.engine INFO: Epoch: [7] [25100/54024] learning_rate: 0.000100 loss_class: 0.695055 loss_bbox: 0.108015 loss_giou: 0.521842 loss_class_aux: 4.334797 loss_bbox_aux: 0.715515 loss_giou_aux: 3.229869 loss_class_dn: 0.344794 loss_bbox_dn: 0.107235 loss_giou_dn: 0.398989 loss_class_aux_dn: 1.861836 loss_bbox_aux_dn: 0.655668 loss_giou_aux_dn: 2.253219 loss: 15.404881 eta: 44 days, 6:09:40 batch_cost: 1.1210 data_cost: 0.0670 ips: 7.1367 images/s
[08/08 11:21:48] ppdet.engine INFO: Epoch: [7] [25200/54024] learning_rate: 0.000100 loss_class: 0.683467 loss_bbox: 0.116673 loss_giou: 0.472874 loss_class_aux: 4.258056 loss_bbox_aux: 0.722072 loss_giou_aux: 2.909411 loss_class_dn: 0.340856 loss_bbox_dn: 0.110962 loss_giou_dn: 0.379161 loss_class_aux_dn: 1.831404 loss_bbox_aux_dn: 0.662188 loss_giou_aux_dn: 2.124293 loss: 15.217254 eta: 44 days, 6:07:24 batch_cost: 1.0908 data_cost: 0.0013 ips: 7.3341 images/s
[08/08 11:23:42] ppdet.engine INFO: Epoch: [7] [25300/54024] learning_rate: 0.000100 loss_class: 0.696012 loss_bbox: 0.109933 loss_giou: 0.477277 loss_class_aux: 4.365153 loss_bbox_aux: 0.696616 loss_giou_aux: 2.980674 loss_class_dn: 0.339843 loss_bbox_dn: 0.103466 loss_giou_dn: 0.367835 loss_class_aux_dn: 1.849637 loss_bbox_aux_dn: 0.651192 loss_giou_aux_dn: 2.131867 loss: 14.985761 eta: 44 days, 6:04:33 batch_cost: 1.0829 data_cost: 0.0013 ips: 7.3877 images/s
[08/08 11:25:53] ppdet.engine INFO: Epoch: [7] [25400/54024] learning_rate: 0.000100 loss_class: 0.689107 loss_bbox: 0.108405 loss_giou: 0.519504 loss_class_aux: 4.316359 loss_bbox_aux: 0.694849 loss_giou_aux: 3.223593 loss_class_dn: 0.355540 loss_bbox_dn: 0.099960 loss_giou_dn: 0.394727 loss_class_aux_dn: 1.905996 loss_bbox_aux_dn: 0.616186 loss_giou_aux_dn: 2.251137 loss: 15.487279 eta: 44 days, 6:14:25 batch_cost: 1.2564 data_cost: 0.1823 ips: 6.3672 images/s
[08/08 11:27:55] ppdet.engine INFO: Epoch: [7] [25500/54024] learning_rate: 0.000100 loss_class: 0.709721 loss_bbox: 0.111946 loss_giou: 0.514246 loss_class_aux: 4.426809 loss_bbox_aux: 0.732269 loss_giou_aux: 3.212856 loss_class_dn: 0.355463 loss_bbox_dn: 0.108926 loss_giou_dn: 0.402820 loss_class_aux_dn: 1.902138 loss_bbox_aux_dn: 0.666414 loss_giou_aux_dn: 2.308620 loss: 15.316427 eta: 44 days, 6:17:32 batch_cost: 1.1647 data_cost: 0.0196 ips: 6.8687 images/s
[08/08 11:30:03] ppdet.engine INFO: Epoch: [7] [25600/54024] learning_rate: 0.000100 loss_class: 0.671364 loss_bbox: 0.108328 loss_giou: 0.495038 loss_class_aux: 4.159823 loss_bbox_aux: 0.697456 loss_giou_aux: 3.086750 loss_class_dn: 0.335710 loss_bbox_dn: 0.102654 loss_giou_dn: 0.384259 loss_class_aux_dn: 1.825966 loss_bbox_aux_dn: 0.631350 loss_giou_aux_dn: 2.203258 loss: 15.008323 eta: 44 days, 6:24:43 batch_cost: 1.2204 data_cost: 0.0013 ips: 6.5552 images/s
[08/08 11:31:57] ppdet.engine INFO: Epoch: [7] [25700/54024] learning_rate: 0.000100 loss_class: 0.709141 loss_bbox: 0.114011 loss_giou: 0.494326 loss_class_aux: 4.378991 loss_bbox_aux: 0.733771 loss_giou_aux: 3.069619 loss_class_dn: 0.346681 loss_bbox_dn: 0.107683 loss_giou_dn: 0.388103 loss_class_aux_dn: 1.899562 loss_bbox_aux_dn: 0.664208 loss_giou_aux_dn: 2.185474 loss: 15.561261 eta: 44 days, 6:21:45 batch_cost: 1.0817 data_cost: 0.0100 ips: 7.3956 images/s
[08/08 11:33:55] ppdet.engine INFO: Epoch: [7] [25800/54024] learning_rate: 0.000100 loss_class: 0.678157 loss_bbox: 0.117758 loss_giou: 0.457310 loss_class_aux: 4.286521 loss_bbox_aux: 0.754971 loss_giou_aux: 2.942953 loss_class_dn: 0.332220 loss_bbox_dn: 0.105381 loss_giou_dn: 0.365778 loss_class_aux_dn: 1.808316 loss_bbox_aux_dn: 0.636562 loss_giou_aux_dn: 2.094450 loss: 14.664469 eta: 44 days, 6:22:00 batch_cost: 1.1257 data_cost: 0.0435 ips: 7.1070 images/s
[08/08 11:35:49] ppdet.engine INFO: Epoch: [7] [25900/54024] learning_rate: 0.000100 loss_class: 0.700485 loss_bbox: 0.111480 loss_giou: 0.541419 loss_class_aux: 4.333648 loss_bbox_aux: 0.714264 loss_giou_aux: 3.337026 loss_class_dn: 0.351420 loss_bbox_dn: 0.100495 loss_giou_dn: 0.386136 loss_class_aux_dn: 1.900340 loss_bbox_aux_dn: 0.630710 loss_giou_aux_dn: 2.229280 loss: 15.817072 eta: 44 days, 6:19:05 batch_cost: 1.0821 data_cost: 0.0013 ips: 7.3931 images/s
[08/08 11:37:55] ppdet.engine INFO: Epoch: [7] [26000/54024] learning_rate: 0.000100 loss_class: 0.681341 loss_bbox: 0.114462 loss_giou: 0.565527 loss_class_aux: 4.212173 loss_bbox_aux: 0.745866 loss_giou_aux: 3.477184 loss_class_dn: 0.360946 loss_bbox_dn: 0.105730 loss_giou_dn: 0.404601 loss_class_aux_dn: 1.962542 loss_bbox_aux_dn: 0.655143 loss_giou_aux_dn: 2.316126 loss: 16.331028 eta: 44 days, 6:25:35 batch_cost: 1.2119 data_cost: 0.1052 ips: 6.6013 images/s
[08/08 11:39:55] ppdet.engine INFO: Epoch: [7] [26100/54024] learning_rate: 0.000100 loss_class: 0.677295 loss_bbox: 0.105801 loss_giou: 0.466490 loss_class_aux: 4.190634 loss_bbox_aux: 0.694277 loss_giou_aux: 2.947663 loss_class_dn: 0.331273 loss_bbox_dn: 0.105029 loss_giou_dn: 0.361517 loss_class_aux_dn: 1.789314 loss_bbox_aux_dn: 0.666775 loss_giou_aux_dn: 2.040922 loss: 14.673753 eta: 44 days, 6:26:39 batch_cost: 1.1374 data_cost: 0.0231 ips: 7.0333 images/s
[08/08 11:41:47] ppdet.engine INFO: Epoch: [7] [26200/54024] learning_rate: 0.000100 loss_class: 0.666162 loss_bbox: 0.103241 loss_giou: 0.523974 loss_class_aux: 4.178442 loss_bbox_aux: 0.681408 loss_giou_aux: 3.272491 loss_class_dn: 0.344670 loss_bbox_dn: 0.098232 loss_giou_dn: 0.395369 loss_class_aux_dn: 1.856214 loss_bbox_aux_dn: 0.606869 loss_giou_aux_dn: 2.254202 loss: 15.393254 eta: 44 days, 6:22:37 batch_cost: 1.0668 data_cost: 0.0086 ips: 7.4990 images/s
[08/08 11:43:48] ppdet.engine INFO: Epoch: [7] [26300/54024] learning_rate: 0.000100 loss_class: 0.680611 loss_bbox: 0.110473 loss_giou: 0.525095 loss_class_aux: 4.250177 loss_bbox_aux: 0.709252 loss_giou_aux: 3.275137 loss_class_dn: 0.353206 loss_bbox_dn: 0.108300 loss_giou_dn: 0.400349 loss_class_aux_dn: 1.903135 loss_bbox_aux_dn: 0.673314 loss_giou_aux_dn: 2.253618 loss: 15.292032 eta: 44 days, 6:24:29 batch_cost: 1.1484 data_cost: 0.0013 ips: 6.9661 images/s
[08/08 11:46:03] ppdet.engine INFO: Epoch: [7] [26400/54024] learning_rate: 0.000100 loss_class: 0.669098 loss_bbox: 0.106592 loss_giou: 0.493994 loss_class_aux: 4.163151 loss_bbox_aux: 0.701454 loss_giou_aux: 3.074492 loss_class_dn: 0.345396 loss_bbox_dn: 0.091711 loss_giou_dn: 0.381026 loss_class_aux_dn: 1.837688 loss_bbox_aux_dn: 0.579787 loss_giou_aux_dn: 2.148973 loss: 14.751167 eta: 44 days, 6:37:08 batch_cost: 1.2979 data_cost: 0.0013 ips: 6.1640 images/s
[08/08 11:48:04] ppdet.engine INFO: Epoch: [7] [26500/54024] learning_rate: 0.000100 loss_class: 0.689166 loss_bbox: 0.108448 loss_giou: 0.444581 loss_class_aux: 4.336761 loss_bbox_aux: 0.691732 loss_giou_aux: 2.771357 loss_class_dn: 0.339178 loss_bbox_dn: 0.100357 loss_giou_dn: 0.349935 loss_class_aux_dn: 1.844246 loss_bbox_aux_dn: 0.616826 loss_giou_aux_dn: 2.052270 loss: 14.506199 eta: 44 days, 6:38:55 batch_cost: 1.1477 data_cost: 0.0491 ips: 6.9706 images/s
[08/08 11:50:08] ppdet.engine INFO: Epoch: [7] [26600/54024] learning_rate: 0.000100 loss_class: 0.723711 loss_bbox: 0.117772 loss_giou: 0.565158 loss_class_aux: 4.356692 loss_bbox_aux: 0.770807 loss_giou_aux: 3.502774 loss_class_dn: 0.354280 loss_bbox_dn: 0.110289 loss_giou_dn: 0.407535 loss_class_aux_dn: 1.914163 loss_bbox_aux_dn: 0.668190 loss_giou_aux_dn: 2.312994 loss: 15.874442 eta: 44 days, 6:42:52 batch_cost: 1.1780 data_cost: 0.0333 ips: 6.7911 images/s
[08/08 11:52:17] ppdet.engine INFO: Epoch: [7] [26700/54024] learning_rate: 0.000100 loss_class: 0.703422 loss_bbox: 0.113510 loss_giou: 0.489342 loss_class_aux: 4.382849 loss_bbox_aux: 0.746331 loss_giou_aux: 3.049130 loss_class_dn: 0.353867 loss_bbox_dn: 0.107186 loss_giou_dn: 0.363182 loss_class_aux_dn: 1.923279 loss_bbox_aux_dn: 0.665109 loss_giou_aux_dn: 2.053537 loss: 15.205964 eta: 44 days, 6:50:37 batch_cost: 1.2309 data_cost: 0.1122 ips: 6.4994 images/s
[08/08 11:54:09] ppdet.engine INFO: Epoch: [7] [26800/54024] learning_rate: 0.000100 loss_class: 0.724048 loss_bbox: 0.113814 loss_giou: 0.531300 loss_class_aux: 4.535202 loss_bbox_aux: 0.765758 loss_giou_aux: 3.297199 loss_class_dn: 0.374268 loss_bbox_dn: 0.111279 loss_giou_dn: 0.414191 loss_class_aux_dn: 2.027638 loss_bbox_aux_dn: 0.690140 loss_giou_aux_dn: 2.347420 loss: 16.565859 eta: 44 days, 6:46:45 batch_cost: 1.0697 data_cost: 0.0015 ips: 7.4787 images/s
[08/08 11:56:02] ppdet.engine INFO: Epoch: [7] [26900/54024] learning_rate: 0.000100 loss_class: 0.701020 loss_bbox: 0.111221 loss_giou: 0.506583 loss_class_aux: 4.370690 loss_bbox_aux: 0.728937 loss_giou_aux: 3.129472 loss_class_dn: 0.366238 loss_bbox_dn: 0.102151 loss_giou_dn: 0.411981 loss_class_aux_dn: 1.943083 loss_bbox_aux_dn: 0.625340 loss_giou_aux_dn: 2.359710 loss: 15.773651 eta: 44 days, 6:42:59 batch_cost: 1.0708 data_cost: 0.0013 ips: 7.4712 images/s
[08/08 11:58:10] ppdet.engine INFO: Epoch: [7] [27000/54024] learning_rate: 0.000100 loss_class: 0.675258 loss_bbox: 0.099653 loss_giou: 0.471845 loss_class_aux: 4.242221 loss_bbox_aux: 0.680034 loss_giou_aux: 2.939619 loss_class_dn: 0.339034 loss_bbox_dn: 0.102293 loss_giou_dn: 0.363313 loss_class_aux_dn: 1.828273 loss_bbox_aux_dn: 0.626991 loss_giou_aux_dn: 2.079839 loss: 14.138155 eta: 44 days, 6:50:01 batch_cost: 1.2217 data_cost: 0.0013 ips: 6.5482 images/s
[08/08 12:00:25] ppdet.engine INFO: Epoch: [7] [27100/54024] learning_rate: 0.000100 loss_class: 0.677010 loss_bbox: 0.105652 loss_giou: 0.469575 loss_class_aux: 4.176944 loss_bbox_aux: 0.687149 loss_giou_aux: 2.955247 loss_class_dn: 0.344661 loss_bbox_dn: 0.102297 loss_giou_dn: 0.372813 loss_class_aux_dn: 1.860816 loss_bbox_aux_dn: 0.643291 loss_giou_aux_dn: 2.134003 loss: 15.039032 eta: 44 days, 7:02:07 batch_cost: 1.2927 data_cost: 0.2086 ips: 6.1888 images/s
[08/08 12:02:28] ppdet.engine INFO: Epoch: [7] [27200/54024] learning_rate: 0.000100 loss_class: 0.717491 loss_bbox: 0.107784 loss_giou: 0.518516 loss_class_aux: 4.428620 loss_bbox_aux: 0.730771 loss_giou_aux: 3.225184 loss_class_dn: 0.349645 loss_bbox_dn: 0.106315 loss_giou_dn: 0.405274 loss_class_aux_dn: 1.905682 loss_bbox_aux_dn: 0.649185 loss_giou_aux_dn: 2.280178 loss: 15.688670 eta: 44 days, 7:05:31 batch_cost: 1.1714 data_cost: 0.0221 ips: 6.8293 images/s
[08/08 12:04:22] ppdet.engine INFO: Epoch: [7] [27300/54024] learning_rate: 0.000100 loss_class: 0.686369 loss_bbox: 0.105575 loss_giou: 0.482455 loss_class_aux: 4.303370 loss_bbox_aux: 0.703848 loss_giou_aux: 3.020190 loss_class_dn: 0.342392 loss_bbox_dn: 0.103052 loss_giou_dn: 0.371985 loss_class_aux_dn: 1.852992 loss_bbox_aux_dn: 0.636522 loss_giou_aux_dn: 2.110484 loss: 14.559903 eta: 44 days, 7:02:47 batch_cost: 1.0858 data_cost: 0.0013 ips: 7.3681 images/s
[08/08 12:06:16] ppdet.engine INFO: Epoch: [7] [27400/54024] learning_rate: 0.000100 loss_class: 0.700070 loss_bbox: 0.114296 loss_giou: 0.524570 loss_class_aux: 4.330827 loss_bbox_aux: 0.744237 loss_giou_aux: 3.217266 loss_class_dn: 0.363992 loss_bbox_dn: 0.104155 loss_giou_dn: 0.402322 loss_class_aux_dn: 1.938880 loss_bbox_aux_dn: 0.663033 loss_giou_aux_dn: 2.286309 loss: 15.989909 eta: 44 days, 6:59:38 batch_cost: 1.0798 data_cost: 0.0012 ips: 7.4086 images/s
[08/08 12:08:12] ppdet.engine INFO: Epoch: [7] [27500/54024] learning_rate: 0.000100 loss_class: 0.702049 loss_bbox: 0.114640 loss_giou: 0.508052 loss_class_aux: 4.345219 loss_bbox_aux: 0.739094 loss_giou_aux: 3.159625 loss_class_dn: 0.347655 loss_bbox_dn: 0.102443 loss_giou_dn: 0.390583 loss_class_aux_dn: 1.893319 loss_bbox_aux_dn: 0.639442 loss_giou_aux_dn: 2.213735 loss: 15.296090 eta: 44 days, 6:58:22 batch_cost: 1.1062 data_cost: 0.0012 ips: 7.2321 images/s
[08/08 12:10:05] ppdet.engine INFO: Epoch: [7] [27600/54024] learning_rate: 0.000100 loss_class: 0.704605 loss_bbox: 0.111890 loss_giou: 0.551707 loss_class_aux: 4.318924 loss_bbox_aux: 0.713095 loss_giou_aux: 3.463237 loss_class_dn: 0.354485 loss_bbox_dn: 0.103459 loss_giou_dn: 0.415255 loss_class_aux_dn: 1.931659 loss_bbox_aux_dn: 0.641211 loss_giou_aux_dn: 2.353774 loss: 15.920981 eta: 44 days, 6:54:31 batch_cost: 1.0699 data_cost: 0.0012 ips: 7.4774 images/s
[08/08 12:11:58] ppdet.engine INFO: Epoch: [7] [27700/54024] learning_rate: 0.000100 loss_class: 0.693831 loss_bbox: 0.109108 loss_giou: 0.461586 loss_class_aux: 4.203065 loss_bbox_aux: 0.736961 loss_giou_aux: 2.882420 loss_class_dn: 0.335868 loss_bbox_dn: 0.105232 loss_giou_dn: 0.367123 loss_class_aux_dn: 1.821400 loss_bbox_aux_dn: 0.640016 loss_giou_aux_dn: 2.095181 loss: 14.821200 eta: 44 days, 6:51:18 batch_cost: 1.0790 data_cost: 0.0013 ips: 7.4144 images/s
[08/08 12:14:02] ppdet.engine INFO: Epoch: [7] [27800/54024] learning_rate: 0.000100 loss_class: 0.656731 loss_bbox: 0.105079 loss_giou: 0.481077 loss_class_aux: 4.081650 loss_bbox_aux: 0.674551 loss_giou_aux: 3.035294 loss_class_dn: 0.337154 loss_bbox_dn: 0.095055 loss_giou_dn: 0.372731 loss_class_aux_dn: 1.820392 loss_bbox_aux_dn: 0.597162 loss_giou_aux_dn: 2.123806 loss: 14.399704 eta: 44 days, 6:55:30 batch_cost: 1.1831 data_cost: 0.0703 ips: 6.7619 images/s
[08/08 12:15:57] ppdet.engine INFO: Epoch: [7] [27900/54024] learning_rate: 0.000100 loss_class: 0.656562 loss_bbox: 0.103142 loss_giou: 0.543618 loss_class_aux: 4.057887 loss_bbox_aux: 0.681119 loss_giou_aux: 3.373469 loss_class_dn: 0.351186 loss_bbox_dn: 0.090914 loss_giou_dn: 0.400877 loss_class_aux_dn: 1.892185 loss_bbox_aux_dn: 0.566358 loss_giou_aux_dn: 2.279798 loss: 15.408363 eta: 44 days, 6:53:22 batch_cost: 1.0943 data_cost: 0.0014 ips: 7.3106 images/s
[08/08 12:17:57] ppdet.engine INFO: Epoch: [7] [28000/54024] learning_rate: 0.000100 loss_class: 0.673399 loss_bbox: 0.105850 loss_giou: 0.524009 loss_class_aux: 4.197596 loss_bbox_aux: 0.693629 loss_giou_aux: 3.255037 loss_class_dn: 0.347377 loss_bbox_dn: 0.100526 loss_giou_dn: 0.391279 loss_class_aux_dn: 1.878887 loss_bbox_aux_dn: 0.644378 loss_giou_aux_dn: 2.246997 loss: 15.185109 eta: 44 days, 6:54:59 batch_cost: 1.1469 data_cost: 0.0012 ips: 6.9754 images/s
[08/08 12:20:13] ppdet.engine INFO: Epoch: [7] [28100/54024] learning_rate: 0.000100 loss_class: 0.737228 loss_bbox: 0.114567 loss_giou: 0.510221 loss_class_aux: 4.588287 loss_bbox_aux: 0.738569 loss_giou_aux: 3.174056 loss_class_dn: 0.344870 loss_bbox_dn: 0.105767 loss_giou_dn: 0.378914 loss_class_aux_dn: 1.885988 loss_bbox_aux_dn: 0.628115 loss_giou_aux_dn: 2.186604 loss: 15.632180 eta: 44 days, 7:07:42 batch_cost: 1.3044 data_cost: 0.1133 ips: 6.1330 images/s
[08/08 12:22:08] ppdet.engine INFO: Epoch: [7] [28200/54024] learning_rate: 0.000100 loss_class: 0.722790 loss_bbox: 0.108446 loss_giou: 0.515757 loss_class_aux: 4.461328 loss_bbox_aux: 0.705639 loss_giou_aux: 3.270782 loss_class_dn: 0.364213 loss_bbox_dn: 0.101967 loss_giou_dn: 0.404417 loss_class_aux_dn: 1.971484 loss_bbox_aux_dn: 0.642165 loss_giou_aux_dn: 2.325153 loss: 15.588859 eta: 44 days, 7:05:12 batch_cost: 1.0890 data_cost: 0.0013 ips: 7.3460 images/s
[08/08 12:24:04] ppdet.engine INFO: Epoch: [7] [28300/54024] learning_rate: 0.000100 loss_class: 0.712726 loss_bbox: 0.112915 loss_giou: 0.478757 loss_class_aux: 4.446243 loss_bbox_aux: 0.762244 loss_giou_aux: 2.979914 loss_class_dn: 0.349604 loss_bbox_dn: 0.117874 loss_giou_dn: 0.380007 loss_class_aux_dn: 1.935599 loss_bbox_aux_dn: 0.692900 loss_giou_aux_dn: 2.163954 loss: 15.433407 eta: 44 days, 7:03:34 batch_cost: 1.1016 data_cost: 0.0305 ips: 7.2621 images/s
[08/08 12:25:56] ppdet.engine INFO: Epoch: [7] [28400/54024] learning_rate: 0.000100 loss_class: 0.715843 loss_bbox: 0.107187 loss_giou: 0.500558 loss_class_aux: 4.490178 loss_bbox_aux: 0.704129 loss_giou_aux: 3.114415 loss_class_dn: 0.357946 loss_bbox_dn: 0.101676 loss_giou_dn: 0.382044 loss_class_aux_dn: 1.930857 loss_bbox_aux_dn: 0.635687 loss_giou_aux_dn: 2.190319 loss: 15.544270 eta: 44 days, 6:59:30 batch_cost: 1.0670 data_cost: 0.0013 ips: 7.4977 images/s
[08/08 12:27:49] ppdet.engine INFO: Epoch: [7] [28500/54024] learning_rate: 0.000100 loss_class: 0.710589 loss_bbox: 0.110435 loss_giou: 0.529984 loss_class_aux: 4.420033 loss_bbox_aux: 0.704077 loss_giou_aux: 3.304570 loss_class_dn: 0.359030 loss_bbox_dn: 0.100592 loss_giou_dn: 0.410460 loss_class_aux_dn: 1.962654 loss_bbox_aux_dn: 0.622930 loss_giou_aux_dn: 2.353448 loss: 15.889202 eta: 44 days, 6:55:57 batch_cost: 1.0742 data_cost: 0.0013 ips: 7.4472 images/s
[08/08 12:30:11] ppdet.engine INFO: Epoch: [7] [28600/54024] learning_rate: 0.000100 loss_class: 0.672333 loss_bbox: 0.105935 loss_giou: 0.476077 loss_class_aux: 4.208018 loss_bbox_aux: 0.686934 loss_giou_aux: 2.989860 loss_class_dn: 0.338226 loss_bbox_dn: 0.102531 loss_giou_dn: 0.355015 loss_class_aux_dn: 1.849924 loss_bbox_aux_dn: 0.637074 loss_giou_aux_dn: 2.021144 loss: 14.634335 eta: 44 days, 7:12:27 batch_cost: 1.3595 data_cost: 0.0013 ips: 5.8847 images/s
[08/08 12:32:10] ppdet.engine INFO: Epoch: [7] [28700/54024] learning_rate: 0.000100 loss_class: 0.656804 loss_bbox: 0.106703 loss_giou: 0.459853 loss_class_aux: 4.054086 loss_bbox_aux: 0.713157 loss_giou_aux: 2.863514 loss_class_dn: 0.335445 loss_bbox_dn: 0.108234 loss_giou_dn: 0.364235 loss_class_aux_dn: 1.794711 loss_bbox_aux_dn: 0.651837 loss_giou_aux_dn: 2.036652 loss: 14.376910 eta: 44 days, 7:13:30 batch_cost: 1.1400 data_cost: 0.0097 ips: 7.0175 images/s
[08/08 12:34:11] ppdet.engine INFO: Epoch: [7] [28800/54024] learning_rate: 0.000100 loss_class: 0.715931 loss_bbox: 0.113848 loss_giou: 0.469410 loss_class_aux: 4.466549 loss_bbox_aux: 0.751468 loss_giou_aux: 2.998360 loss_class_dn: 0.353183 loss_bbox_dn: 0.103038 loss_giou_dn: 0.373131 loss_class_aux_dn: 1.899337 loss_bbox_aux_dn: 0.628339 loss_giou_aux_dn: 2.127353 loss: 15.382614 eta: 44 days, 7:15:30 batch_cost: 1.1537 data_cost: 0.0013 ips: 6.9342 images/s
[08/08 12:36:04] ppdet.engine INFO: Epoch: [7] [28900/54024] learning_rate: 0.000100 loss_class: 0.729285 loss_bbox: 0.120921 loss_giou: 0.546210 loss_class_aux: 4.524618 loss_bbox_aux: 0.795702 loss_giou_aux: 3.370998 loss_class_dn: 0.375465 loss_bbox_dn: 0.113273 loss_giou_dn: 0.409579 loss_class_aux_dn: 2.016807 loss_bbox_aux_dn: 0.688967 loss_giou_aux_dn: 2.346849 loss: 16.318308 eta: 44 days, 7:11:43 batch_cost: 1.0710 data_cost: 0.0013 ips: 7.4693 images/s
[08/08 12:38:06] ppdet.engine INFO: Epoch: [7] [29000/54024] learning_rate: 0.000100 loss_class: 0.676256 loss_bbox: 0.102320 loss_giou: 0.459157 loss_class_aux: 4.107910 loss_bbox_aux: 0.657472 loss_giou_aux: 2.883874 loss_class_dn: 0.333387 loss_bbox_dn: 0.107770 loss_giou_dn: 0.372026 loss_class_aux_dn: 1.784145 loss_bbox_aux_dn: 0.657012 loss_giou_aux_dn: 2.111122 loss: 14.594357 eta: 44 days, 7:14:16 batch_cost: 1.1618 data_cost: 0.1059 ips: 6.8857 images/s
[08/08 12:40:00] ppdet.engine INFO: Epoch: [7] [29100/54024] learning_rate: 0.000100 loss_class: 0.668395 loss_bbox: 0.103766 loss_giou: 0.476632 loss_class_aux: 4.124317 loss_bbox_aux: 0.689730 loss_giou_aux: 2.956055 loss_class_dn: 0.330113 loss_bbox_dn: 0.098091 loss_giou_dn: 0.344675 loss_class_aux_dn: 1.761402 loss_bbox_aux_dn: 0.616524 loss_giou_aux_dn: 1.991308 loss: 14.309256 eta: 44 days, 7:11:41 batch_cost: 1.0882 data_cost: 0.0012 ips: 7.3516 images/s
[08/08 12:42:06] ppdet.engine INFO: Epoch: [7] [29200/54024] learning_rate: 0.000100 loss_class: 0.709734 loss_bbox: 0.109486 loss_giou: 0.556611 loss_class_aux: 4.320240 loss_bbox_aux: 0.712727 loss_giou_aux: 3.394471 loss_class_dn: 0.357128 loss_bbox_dn: 0.110356 loss_giou_dn: 0.412639 loss_class_aux_dn: 1.916469 loss_bbox_aux_dn: 0.682494 loss_giou_aux_dn: 2.350681 loss: 15.581522 eta: 44 days, 7:16:50 batch_cost: 1.1992 data_cost: 0.0013 ips: 6.6710 images/s
[08/08 12:44:03] ppdet.engine INFO: Epoch: [7] [29300/54024] learning_rate: 0.000100 loss_class: 0.689541 loss_bbox: 0.112713 loss_giou: 0.510396 loss_class_aux: 4.304886 loss_bbox_aux: 0.739944 loss_giou_aux: 3.219430 loss_class_dn: 0.359321 loss_bbox_dn: 0.102883 loss_giou_dn: 0.405422 loss_class_aux_dn: 1.953158 loss_bbox_aux_dn: 0.635168 loss_giou_aux_dn: 2.320283 loss: 15.847935 eta: 44 days, 7:16:04 batch_cost: 1.1146 data_cost: 0.0454 ips: 7.1772 images/s
[08/08 12:46:06] ppdet.engine INFO: Epoch: [7] [29400/54024] learning_rate: 0.000100 loss_class: 0.697594 loss_bbox: 0.109633 loss_giou: 0.492256 loss_class_aux: 4.277726 loss_bbox_aux: 0.697353 loss_giou_aux: 3.081317 loss_class_dn: 0.358597 loss_bbox_dn: 0.104683 loss_giou_dn: 0.390900 loss_class_aux_dn: 1.933473 loss_bbox_aux_dn: 0.644700 loss_giou_aux_dn: 2.243011 loss: 15.449090 eta: 44 days, 7:20:02 batch_cost: 1.1826 data_cost: 0.0719 ips: 6.7649 images/s
[08/08 12:48:12] ppdet.engine INFO: Epoch: [7] [29500/54024] learning_rate: 0.000100 loss_class: 0.645812 loss_bbox: 0.103934 loss_giou: 0.458670 loss_class_aux: 4.057116 loss_bbox_aux: 0.686113 loss_giou_aux: 2.926302 loss_class_dn: 0.333166 loss_bbox_dn: 0.100938 loss_giou_dn: 0.370432 loss_class_aux_dn: 1.780806 loss_bbox_aux_dn: 0.640506 loss_giou_aux_dn: 2.134587 loss: 14.407881 eta: 44 days, 7:24:59 batch_cost: 1.1969 data_cost: 0.0020 ips: 6.6837 images/s
[08/08 12:50:04] ppdet.engine INFO: Epoch: [7] [29600/54024] learning_rate: 0.000100 loss_class: 0.664243 loss_bbox: 0.101154 loss_giou: 0.437057 loss_class_aux: 4.142666 loss_bbox_aux: 0.644753 loss_giou_aux: 2.715111 loss_class_dn: 0.317745 loss_bbox_dn: 0.093627 loss_giou_dn: 0.338328 loss_class_aux_dn: 1.719560 loss_bbox_aux_dn: 0.564758 loss_giou_aux_dn: 1.946504 loss: 14.055052 eta: 44 days, 7:20:49 batch_cost: 1.0658 data_cost: 0.0013 ips: 7.5063 images/s
[08/08 12:52:01] ppdet.engine INFO: Epoch: [7] [29700/54024] learning_rate: 0.000100 loss_class: 0.696216 loss_bbox: 0.115187 loss_giou: 0.568238 loss_class_aux: 4.390151 loss_bbox_aux: 0.744666 loss_giou_aux: 3.576407 loss_class_dn: 0.358813 loss_bbox_dn: 0.105919 loss_giou_dn: 0.403798 loss_class_aux_dn: 1.963768 loss_bbox_aux_dn: 0.659712 loss_giou_aux_dn: 2.308339 loss: 15.905173 eta: 44 days, 7:19:59 batch_cost: 1.1137 data_cost: 0.0306 ips: 7.1834 images/s
[08/08 12:53:54] ppdet.engine INFO: Epoch: [7] [29800/54024] learning_rate: 0.000100 loss_class: 0.709453 loss_bbox: 0.111754 loss_giou: 0.561230 loss_class_aux: 4.401923 loss_bbox_aux: 0.723782 loss_giou_aux: 3.471074 loss_class_dn: 0.344240 loss_bbox_dn: 0.102711 loss_giou_dn: 0.405562 loss_class_aux_dn: 1.869556 loss_bbox_aux_dn: 0.631414 loss_giou_aux_dn: 2.312023 loss: 15.455043 eta: 44 days, 7:16:32 batch_cost: 1.0761 data_cost: 0.0096 ips: 7.4343 images/s
[08/08 12:55:45] ppdet.engine INFO: Epoch: [7] [29900/54024] learning_rate: 0.000100 loss_class: 0.700009 loss_bbox: 0.107577 loss_giou: 0.551068 loss_class_aux: 4.388556 loss_bbox_aux: 0.704975 loss_giou_aux: 3.446839 loss_class_dn: 0.345638 loss_bbox_dn: 0.097973 loss_giou_dn: 0.408628 loss_class_aux_dn: 1.865673 loss_bbox_aux_dn: 0.617776 loss_giou_aux_dn: 2.282952 loss: 15.491819 eta: 44 days, 7:11:53 batch_cost: 1.0586 data_cost: 0.0013 ips: 7.5572 images/s
[08/08 12:57:39] ppdet.engine INFO: Epoch: [7] [30000/54024] learning_rate: 0.000100 loss_class: 0.653799 loss_bbox: 0.104053 loss_giou: 0.479464 loss_class_aux: 4.080007 loss_bbox_aux: 0.693854 loss_giou_aux: 3.002335 loss_class_dn: 0.329174 loss_bbox_dn: 0.092676 loss_giou_dn: 0.376446 loss_class_aux_dn: 1.787955 loss_bbox_aux_dn: 0.565530 loss_giou_aux_dn: 2.177237 loss: 15.028346 eta: 44 days, 7:09:06 batch_cost: 1.0856 data_cost: 0.0077 ips: 7.3690 images/s
[08/08 12:59:32] ppdet.engine INFO: Epoch: [7] [30100/54024] learning_rate: 0.000100 loss_class: 0.663457 loss_bbox: 0.110630 loss_giou: 0.511834 loss_class_aux: 4.147813 loss_bbox_aux: 0.696238 loss_giou_aux: 3.169365 loss_class_dn: 0.362042 loss_bbox_dn: 0.102876 loss_giou_dn: 0.399474 loss_class_aux_dn: 1.949392 loss_bbox_aux_dn: 0.640775 loss_giou_aux_dn: 2.265564 loss: 15.430974 eta: 44 days, 7:05:30 batch_cost: 1.0736 data_cost: 0.0247 ips: 7.4515 images/s
[08/08 13:01:27] ppdet.engine INFO: Epoch: [7] [30200/54024] learning_rate: 0.000100 loss_class: 0.676371 loss_bbox: 0.111543 loss_giou: 0.488553 loss_class_aux: 4.247842 loss_bbox_aux: 0.737565 loss_giou_aux: 3.055744 loss_class_dn: 0.350587 loss_bbox_dn: 0.103696 loss_giou_dn: 0.389320 loss_class_aux_dn: 1.895855 loss_bbox_aux_dn: 0.627885 loss_giou_aux_dn: 2.238011 loss: 15.136487 eta: 44 days, 7:03:26 batch_cost: 1.0959 data_cost: 0.0013 ips: 7.3002 images/s
[08/08 13:03:24] ppdet.engine INFO: Epoch: [7] [30300/54024] learning_rate: 0.000100 loss_class: 0.719554 loss_bbox: 0.114966 loss_giou: 0.489326 loss_class_aux: 4.393488 loss_bbox_aux: 0.735329 loss_giou_aux: 3.079907 loss_class_dn: 0.342909 loss_bbox_dn: 0.109932 loss_giou_dn: 0.380496 loss_class_aux_dn: 1.833370 loss_bbox_aux_dn: 0.654758 loss_giou_aux_dn: 2.170408 loss: 15.052017 eta: 44 days, 7:02:18 batch_cost: 1.1096 data_cost: 0.0088 ips: 7.2096 images/s
[08/08 13:05:25] ppdet.engine INFO: Epoch: [7] [30400/54024] learning_rate: 0.000100 loss_class: 0.692462 loss_bbox: 0.114589 loss_giou: 0.499235 loss_class_aux: 4.313661 loss_bbox_aux: 0.746184 loss_giou_aux: 3.073181 loss_class_dn: 0.345496 loss_bbox_dn: 0.099170 loss_giou_dn: 0.398191 loss_class_aux_dn: 1.858940 loss_bbox_aux_dn: 0.626524 loss_giou_aux_dn: 2.268480 loss: 15.633383 eta: 44 days, 7:04:44 batch_cost: 1.1613 data_cost: 0.0592 ips: 6.8886 images/s
[08/08 13:07:23] ppdet.engine INFO: Epoch: [7] [30500/54024] learning_rate: 0.000100 loss_class: 0.665085 loss_bbox: 0.116546 loss_giou: 0.463425 loss_class_aux: 4.078663 loss_bbox_aux: 0.757066 loss_giou_aux: 2.918402 loss_class_dn: 0.341369 loss_bbox_dn: 0.107089 loss_giou_dn: 0.361341 loss_class_aux_dn: 1.828110 loss_bbox_aux_dn: 0.679755 loss_giou_aux_dn: 2.060287 loss: 15.005032 eta: 44 days, 7:04:22 batch_cost: 1.1205 data_cost: 0.0013 ips: 7.1394 images/s
[08/08 13:09:17] ppdet.engine INFO: Epoch: [7] [30600/54024] learning_rate: 0.000100 loss_class: 0.666830 loss_bbox: 0.106418 loss_giou: 0.510417 loss_class_aux: 4.095596 loss_bbox_aux: 0.684524 loss_giou_aux: 3.176424 loss_class_dn: 0.352627 loss_bbox_dn: 0.109873 loss_giou_dn: 0.388705 loss_class_aux_dn: 1.883239 loss_bbox_aux_dn: 0.655420 loss_giou_aux_dn: 2.188863 loss: 14.992578 eta: 44 days, 7:01:50 batch_cost: 1.0893 data_cost: 0.0013 ips: 7.3440 images/s
[08/08 13:11:17] ppdet.engine INFO: Epoch: [7] [30700/54024] learning_rate: 0.000100 loss_class: 0.689495 loss_bbox: 0.110102 loss_giou: 0.461849 loss_class_aux: 4.244973 loss_bbox_aux: 0.723198 loss_giou_aux: 2.866812 loss_class_dn: 0.326819 loss_bbox_dn: 0.103788 loss_giou_dn: 0.365158 loss_class_aux_dn: 1.804547 loss_bbox_aux_dn: 0.626172 loss_giou_aux_dn: 2.112064 loss: 14.579501 eta: 44 days, 7:03:05 batch_cost: 1.1444 data_cost: 0.0741 ips: 6.9907 images/s
[08/08 13:13:10] ppdet.engine INFO: Epoch: [7] [30800/54024] learning_rate: 0.000100 loss_class: 0.697756 loss_bbox: 0.107003 loss_giou: 0.483570 loss_class_aux: 4.243477 loss_bbox_aux: 0.699940 loss_giou_aux: 3.041622 loss_class_dn: 0.347885 loss_bbox_dn: 0.096849 loss_giou_dn: 0.380496 loss_class_aux_dn: 1.842328 loss_bbox_aux_dn: 0.608079 loss_giou_aux_dn: 2.167080 loss: 15.267415 eta: 44 days, 6:58:54 batch_cost: 1.0651 data_cost: 0.0013 ips: 7.5109 images/s
[08/08 13:15:08] ppdet.engine INFO: Epoch: [7] [30900/54024] learning_rate: 0.000100 loss_class: 0.708977 loss_bbox: 0.117462 loss_giou: 0.493393 loss_class_aux: 4.403274 loss_bbox_aux: 0.769973 loss_giou_aux: 3.114205 loss_class_dn: 0.363253 loss_bbox_dn: 0.111822 loss_giou_dn: 0.394579 loss_class_aux_dn: 1.923048 loss_bbox_aux_dn: 0.707688 loss_giou_aux_dn: 2.240212 loss: 15.497427 eta: 44 days, 6:59:09 batch_cost: 1.1299 data_cost: 0.0013 ips: 7.0803 images/s
[08/08 13:17:02] ppdet.engine INFO: Epoch: [7] [31000/54024] learning_rate: 0.000100 loss_class: 0.670490 loss_bbox: 0.097662 loss_giou: 0.451606 loss_class_aux: 4.185016 loss_bbox_aux: 0.648486 loss_giou_aux: 2.837183 loss_class_dn: 0.329394 loss_bbox_dn: 0.096237 loss_giou_dn: 0.351236 loss_class_aux_dn: 1.781024 loss_bbox_aux_dn: 0.594020 loss_giou_aux_dn: 2.023040 loss: 13.978527 eta: 44 days, 6:56:17 batch_cost: 1.0841 data_cost: 0.0013 ips: 7.3791 images/s
[08/08 13:18:53] ppdet.engine INFO: Epoch: [7] [31100/54024] learning_rate: 0.000100 loss_class: 0.716604 loss_bbox: 0.114018 loss_giou: 0.539456 loss_class_aux: 4.535973 loss_bbox_aux: 0.748883 loss_giou_aux: 3.333466 loss_class_dn: 0.361457 loss_bbox_dn: 0.103740 loss_giou_dn: 0.407919 loss_class_aux_dn: 1.956731 loss_bbox_aux_dn: 0.648523 loss_giou_aux_dn: 2.355765 loss: 15.785702 eta: 44 days, 6:51:44 batch_cost: 1.0596 data_cost: 0.0015 ips: 7.5503 images/s
[08/08 13:20:49] ppdet.engine INFO: Epoch: [7] [31200/54024] learning_rate: 0.000100 loss_class: 0.757821 loss_bbox: 0.114234 loss_giou: 0.513924 loss_class_aux: 4.601755 loss_bbox_aux: 0.755324 loss_giou_aux: 3.273288 loss_class_dn: 0.370003 loss_bbox_dn: 0.109916 loss_giou_dn: 0.414599 loss_class_aux_dn: 1.991336 loss_bbox_aux_dn: 0.681935 loss_giou_aux_dn: 2.324855 loss: 16.111988 eta: 44 days, 6:50:07 batch_cost: 1.1026 data_cost: 0.0013 ips: 7.2555 images/s
[08/08 13:22:41] ppdet.engine INFO: Epoch: [7] [31300/54024] learning_rate: 0.000100 loss_class: 0.698351 loss_bbox: 0.106269 loss_giou: 0.444704 loss_class_aux: 4.243907 loss_bbox_aux: 0.688179 loss_giou_aux: 2.880735 loss_class_dn: 0.329059 loss_bbox_dn: 0.102241 loss_giou_dn: 0.364934 loss_class_aux_dn: 1.805525 loss_bbox_aux_dn: 0.646144 loss_giou_aux_dn: 2.080228 loss: 14.297992 eta: 44 days, 6:45:55 batch_cost: 1.0644 data_cost: 0.0014 ips: 7.5162 images/s
[08/08 13:24:34] ppdet.engine INFO: Epoch: [7] [31400/54024] learning_rate: 0.000100 loss_class: 0.681011 loss_bbox: 0.109749 loss_giou: 0.533366 loss_class_aux: 4.223301 loss_bbox_aux: 0.726709 loss_giou_aux: 3.294411 loss_class_dn: 0.342094 loss_bbox_dn: 0.108568 loss_giou_dn: 0.408207 loss_class_aux_dn: 1.848156 loss_bbox_aux_dn: 0.664826 loss_giou_aux_dn: 2.302686 loss: 14.988292 eta: 44 days, 6:42:37 batch_cost: 1.0778 data_cost: 0.0291 ips: 7.4225 images/s
[08/08 13:26:27] ppdet.engine INFO: Epoch: [7] [31500/54024] learning_rate: 0.000100 loss_class: 0.696277 loss_bbox: 0.107668 loss_giou: 0.476066 loss_class_aux: 4.377389 loss_bbox_aux: 0.700948 loss_giou_aux: 2.960657 loss_class_dn: 0.348824 loss_bbox_dn: 0.103914 loss_giou_dn: 0.388039 loss_class_aux_dn: 1.876375 loss_bbox_aux_dn: 0.660068 loss_giou_aux_dn: 2.208972 loss: 14.890925 eta: 44 days, 6:39:10 batch_cost: 1.0756 data_cost: 0.0014 ips: 7.4380 images/s
[08/08 13:28:19] ppdet.engine INFO: Epoch: [7] [31600/54024] learning_rate: 0.000100 loss_class: 0.667055 loss_bbox: 0.105763 loss_giou: 0.472387 loss_class_aux: 4.111969 loss_bbox_aux: 0.679885 loss_giou_aux: 2.986487 loss_class_dn: 0.327289 loss_bbox_dn: 0.096197 loss_giou_dn: 0.357285 loss_class_aux_dn: 1.774666 loss_bbox_aux_dn: 0.601008 loss_giou_aux_dn: 2.057536 loss: 14.740735 eta: 44 days, 6:34:36 batch_cost: 1.0588 data_cost: 0.0013 ips: 7.5559 images/s
[08/08 13:30:11] ppdet.engine INFO: Epoch: [7] [31700/54024] learning_rate: 0.000100 loss_class: 0.720382 loss_bbox: 0.110315 loss_giou: 0.496295 loss_class_aux: 4.492814 loss_bbox_aux: 0.723807 loss_giou_aux: 3.126367 loss_class_dn: 0.362436 loss_bbox_dn: 0.094518 loss_giou_dn: 0.383291 loss_class_aux_dn: 1.927320 loss_bbox_aux_dn: 0.623912 loss_giou_aux_dn: 2.176445 loss: 15.224332 eta: 44 days, 6:30:33 batch_cost: 1.0665 data_cost: 0.0013 ips: 7.5015 images/s
[08/08 13:32:04] ppdet.engine INFO: Epoch: [7] [31800/54024] learning_rate: 0.000100 loss_class: 0.653394 loss_bbox: 0.112124 loss_giou: 0.470529 loss_class_aux: 4.108341 loss_bbox_aux: 0.730348 loss_giou_aux: 2.992567 loss_class_dn: 0.347887 loss_bbox_dn: 0.106238 loss_giou_dn: 0.368839 loss_class_aux_dn: 1.866844 loss_bbox_aux_dn: 0.658994 loss_giou_aux_dn: 2.132520 loss: 15.222780 eta: 44 days, 6:26:47 batch_cost: 1.0707 data_cost: 0.0013 ips: 7.4718 images/s
[08/08 13:33:56] ppdet.engine INFO: Epoch: [7] [31900/54024] learning_rate: 0.000100 loss_class: 0.716729 loss_bbox: 0.104778 loss_giou: 0.513417 loss_class_aux: 4.361818 loss_bbox_aux: 0.718728 loss_giou_aux: 3.208560 loss_class_dn: 0.353531 loss_bbox_dn: 0.091059 loss_giou_dn: 0.385683 loss_class_aux_dn: 1.921072 loss_bbox_aux_dn: 0.567868 loss_giou_aux_dn: 2.195611 loss: 15.448228 eta: 44 days, 6:22:41 batch_cost: 1.0653 data_cost: 0.0015 ips: 7.5094 images/s
[08/08 13:35:51] ppdet.engine INFO: Epoch: [7] [32000/54024] learning_rate: 0.000100 loss_class: 0.740866 loss_bbox: 0.112240 loss_giou: 0.531381 loss_class_aux: 4.622487 loss_bbox_aux: 0.745666 loss_giou_aux: 3.329741 loss_class_dn: 0.373352 loss_bbox_dn: 0.109237 loss_giou_dn: 0.424291 loss_class_aux_dn: 1.987793 loss_bbox_aux_dn: 0.683556 loss_giou_aux_dn: 2.389388 loss: 16.230148 eta: 44 days, 6:20:30 batch_cost: 1.0940 data_cost: 0.0325 ips: 7.3129 images/s
[08/08 13:37:43] ppdet.engine INFO: Epoch: [7] [32100/54024] learning_rate: 0.000100 loss_class: 0.718217 loss_bbox: 0.107155 loss_giou: 0.474679 loss_class_aux: 4.416186 loss_bbox_aux: 0.695060 loss_giou_aux: 2.955130 loss_class_dn: 0.343678 loss_bbox_dn: 0.109333 loss_giou_dn: 0.362283 loss_class_aux_dn: 1.853482 loss_bbox_aux_dn: 0.673529 loss_giou_aux_dn: 2.072081 loss: 14.786631 eta: 44 days, 6:16:32 batch_cost: 1.0675 data_cost: 0.0110 ips: 7.4940 images/s
[08/08 13:39:37] ppdet.engine INFO: Epoch: [7] [32200/54024] learning_rate: 0.000100 loss_class: 0.631291 loss_bbox: 0.100788 loss_giou: 0.433230 loss_class_aux: 3.951528 loss_bbox_aux: 0.645350 loss_giou_aux: 2.702180 loss_class_dn: 0.321131 loss_bbox_dn: 0.104016 loss_giou_dn: 0.354730 loss_class_aux_dn: 1.766407 loss_bbox_aux_dn: 0.637825 loss_giou_aux_dn: 2.023215 loss: 13.892979 eta: 44 days, 6:13:27 batch_cost: 1.0805 data_cost: 0.0013 ips: 7.4041 images/s
[08/08 13:41:31] ppdet.engine INFO: Epoch: [7] [32300/54024] learning_rate: 0.000100 loss_class: 0.700659 loss_bbox: 0.112450 loss_giou: 0.468536 loss_class_aux: 4.311939 loss_bbox_aux: 0.734169 loss_giou_aux: 2.976496 loss_class_dn: 0.343026 loss_bbox_dn: 0.099874 loss_giou_dn: 0.376645 loss_class_aux_dn: 1.852663 loss_bbox_aux_dn: 0.609703 loss_giou_aux_dn: 2.183546 loss: 15.256948 eta: 44 days, 6:10:54 batch_cost: 1.0882 data_cost: 0.0013 ips: 7.3515 images/s
[08/08 13:43:23] ppdet.engine INFO: Epoch: [7] [32400/54024] learning_rate: 0.000100 loss_class: 0.662265 loss_bbox: 0.114346 loss_giou: 0.459211 loss_class_aux: 4.164283 loss_bbox_aux: 0.755087 loss_giou_aux: 2.863904 loss_class_dn: 0.336058 loss_bbox_dn: 0.110961 loss_giou_dn: 0.355957 loss_class_aux_dn: 1.836124 loss_bbox_aux_dn: 0.694260 loss_giou_aux_dn: 2.016871 loss: 14.742326 eta: 44 days, 6:06:56 batch_cost: 1.0673 data_cost: 0.0013 ips: 7.4959 images/s
[08/08 13:45:17] ppdet.engine INFO: Epoch: [7] [32500/54024] learning_rate: 0.000100 loss_class: 0.708976 loss_bbox: 0.111906 loss_giou: 0.517207 loss_class_aux: 4.323555 loss_bbox_aux: 0.736146 loss_giou_aux: 3.228930 loss_class_dn: 0.354426 loss_bbox_dn: 0.107073 loss_giou_dn: 0.383955 loss_class_aux_dn: 1.906746 loss_bbox_aux_dn: 0.666380 loss_giou_aux_dn: 2.207788 loss: 15.272502 eta: 44 days, 6:03:57 batch_cost: 1.0819 data_cost: 0.0013 ips: 7.3947 images/s
[08/08 13:47:09] ppdet.engine INFO: Epoch: [7] [32600/54024] learning_rate: 0.000100 loss_class: 0.731681 loss_bbox: 0.123361 loss_giou: 0.535969 loss_class_aux: 4.571840 loss_bbox_aux: 0.817975 loss_giou_aux: 3.379881 loss_class_dn: 0.367486 loss_bbox_dn: 0.115619 loss_giou_dn: 0.420953 loss_class_aux_dn: 1.992738 loss_bbox_aux_dn: 0.709837 loss_giou_aux_dn: 2.386568 loss: 16.209962 eta: 44 days, 5:59:41 batch_cost: 1.0626 data_cost: 0.0013 ips: 7.5287 images/s
[08/08 13:49:06] ppdet.engine INFO: Epoch: [7] [32700/54024] learning_rate: 0.000100 loss_class: 0.684260 loss_bbox: 0.111467 loss_giou: 0.480793 loss_class_aux: 4.318278 loss_bbox_aux: 0.739587 loss_giou_aux: 3.009725 loss_class_dn: 0.352739 loss_bbox_dn: 0.098717 loss_giou_dn: 0.389924 loss_class_aux_dn: 1.909384 loss_bbox_aux_dn: 0.620631 loss_giou_aux_dn: 2.226528 loss: 15.387940 eta: 44 days, 5:59:14 batch_cost: 1.1196 data_cost: 0.0013 ips: 7.1456 images/s
[08/08 13:51:03] ppdet.engine INFO: Epoch: [7] [32800/54024] learning_rate: 0.000100 loss_class: 0.733821 loss_bbox: 0.113199 loss_giou: 0.510096 loss_class_aux: 4.509088 loss_bbox_aux: 0.728137 loss_giou_aux: 3.255092 loss_class_dn: 0.346023 loss_bbox_dn: 0.106689 loss_giou_dn: 0.386321 loss_class_aux_dn: 1.881069 loss_bbox_aux_dn: 0.666518 loss_giou_aux_dn: 2.160554 loss: 15.250253 eta: 44 days, 5:58:07 batch_cost: 1.1096 data_cost: 0.0013 ips: 7.2095 images/s
[08/08 13:52:57] ppdet.engine INFO: Epoch: [7] [32900/54024] learning_rate: 0.000100 loss_class: 0.675039 loss_bbox: 0.108163 loss_giou: 0.509672 loss_class_aux: 4.188905 loss_bbox_aux: 0.697520 loss_giou_aux: 3.210278 loss_class_dn: 0.360195 loss_bbox_dn: 0.091903 loss_giou_dn: 0.392016 loss_class_aux_dn: 1.933383 loss_bbox_aux_dn: 0.580341 loss_giou_aux_dn: 2.196255 loss: 15.466252 eta: 44 days, 5:55:18 batch_cost: 1.0843 data_cost: 0.0430 ips: 7.3780 images/s
[08/08 13:54:49] ppdet.engine INFO: Epoch: [7] [33000/54024] learning_rate: 0.000100 loss_class: 0.686118 loss_bbox: 0.112039 loss_giou: 0.517731 loss_class_aux: 4.239517 loss_bbox_aux: 0.743346 loss_giou_aux: 3.199856 loss_class_dn: 0.347299 loss_bbox_dn: 0.102134 loss_giou_dn: 0.396702 loss_class_aux_dn: 1.860765 loss_bbox_aux_dn: 0.637519 loss_giou_aux_dn: 2.294944 loss: 15.336173 eta: 44 days, 5:51:12 batch_cost: 1.0650 data_cost: 0.0013 ips: 7.5116 images/s
[08/08 13:56:39] ppdet.engine INFO: Epoch: [7] [33100/54024] learning_rate: 0.000100 loss_class: 0.673125 loss_bbox: 0.113854 loss_giou: 0.444287 loss_class_aux: 4.204315 loss_bbox_aux: 0.748972 loss_giou_aux: 2.813044 loss_class_dn: 0.341703 loss_bbox_dn: 0.110228 loss_giou_dn: 0.356971 loss_class_aux_dn: 1.853527 loss_bbox_aux_dn: 0.670983 loss_giou_aux_dn: 2.036197 loss: 14.960100 eta: 44 days, 5:46:00 batch_cost: 1.0482 data_cost: 0.0013 ips: 7.6322 images/s
[08/08 13:58:31] ppdet.engine INFO: Epoch: [7] [33200/54024] learning_rate: 0.000100 loss_class: 0.686419 loss_bbox: 0.106022 loss_giou: 0.516032 loss_class_aux: 4.312127 loss_bbox_aux: 0.700766 loss_giou_aux: 3.179561 loss_class_dn: 0.345308 loss_bbox_dn: 0.097890 loss_giou_dn: 0.394509 loss_class_aux_dn: 1.839057 loss_bbox_aux_dn: 0.615662 loss_giou_aux_dn: 2.222255 loss: 15.091209 eta: 44 days, 5:41:33 batch_cost: 1.0594 data_cost: 0.0013 ips: 7.5513 images/s
[08/08 14:00:21] ppdet.engine INFO: Epoch: [7] [33300/54024] learning_rate: 0.000100 loss_class: 0.646589 loss_bbox: 0.113006 loss_giou: 0.463708 loss_class_aux: 4.056357 loss_bbox_aux: 0.738424 loss_giou_aux: 2.908217 loss_class_dn: 0.328656 loss_bbox_dn: 0.105818 loss_giou_dn: 0.370843 loss_class_aux_dn: 1.781045 loss_bbox_aux_dn: 0.674247 loss_giou_aux_dn: 2.131277 loss: 14.848790 eta: 44 days, 5:36:17 batch_cost: 1.0471 data_cost: 0.0013 ips: 7.6403 images/s
[08/08 14:02:22] ppdet.engine INFO: Epoch: [7] [33400/54024] learning_rate: 0.000100 loss_class: 0.698643 loss_bbox: 0.105254 loss_giou: 0.451557 loss_class_aux: 4.350273 loss_bbox_aux: 0.721503 loss_giou_aux: 2.819968 loss_class_dn: 0.335805 loss_bbox_dn: 0.108090 loss_giou_dn: 0.351944 loss_class_aux_dn: 1.827061 loss_bbox_aux_dn: 0.663624 loss_giou_aux_dn: 1.997823 loss: 14.494771 eta: 44 days, 5:38:07 batch_cost: 1.1540 data_cost: 0.0013 ips: 6.9325 images/s
[08/08 14:04:35] ppdet.engine INFO: Epoch: [7] [33500/54024] learning_rate: 0.000100 loss_class: 0.673170 loss_bbox: 0.106093 loss_giou: 0.510854 loss_class_aux: 4.205333 loss_bbox_aux: 0.683426 loss_giou_aux: 3.173257 loss_class_dn: 0.343083 loss_bbox_dn: 0.093513 loss_giou_dn: 0.388251 loss_class_aux_dn: 1.856472 loss_bbox_aux_dn: 0.591007 loss_giou_aux_dn: 2.216901 loss: 15.083263 eta: 44 days, 5:47:48 batch_cost: 1.2726 data_cost: 0.0013 ips: 6.2861 images/s
[08/08 14:06:26] ppdet.engine INFO: Epoch: [7] [33600/54024] learning_rate: 0.000100 loss_class: 0.682047 loss_bbox: 0.109597 loss_giou: 0.514720 loss_class_aux: 4.220165 loss_bbox_aux: 0.709250 loss_giou_aux: 3.167015 loss_class_dn: 0.352771 loss_bbox_dn: 0.102460 loss_giou_dn: 0.399277 loss_class_aux_dn: 1.894362 loss_bbox_aux_dn: 0.624488 loss_giou_aux_dn: 2.290051 loss: 15.526506 eta: 44 days, 5:43:21 batch_cost: 1.0596 data_cost: 0.0013 ips: 7.5501 images/s
[08/08 14:08:17] ppdet.engine INFO: Epoch: [7] [33700/54024] learning_rate: 0.000100 loss_class: 0.662487 loss_bbox: 0.115402 loss_giou: 0.479665 loss_class_aux: 4.149391 loss_bbox_aux: 0.729635 loss_giou_aux: 3.026035 loss_class_dn: 0.346266 loss_bbox_dn: 0.103807 loss_giou_dn: 0.359307 loss_class_aux_dn: 1.873058 loss_bbox_aux_dn: 0.653797 loss_giou_aux_dn: 2.038074 loss: 15.023783 eta: 44 days, 5:38:29 batch_cost: 1.0530 data_cost: 0.0013 ips: 7.5976 images/s
[08/08 14:08:45] 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.
[08/08 14:08:45] 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.
[08/08 14:10:19] ppdet.engine INFO: Epoch: [7] [33800/54024] learning_rate: 0.000100 loss_class: 0.709312 loss_bbox: 0.121179 loss_giou: 0.524783 loss_class_aux: 4.366225 loss_bbox_aux: 0.787847 loss_giou_aux: 3.262423 loss_class_dn: 0.356511 loss_bbox_dn: 0.107128 loss_giou_dn: 0.407224 loss_class_aux_dn: 1.935091 loss_bbox_aux_dn: 0.657011 loss_giou_aux_dn: 2.302531 loss: 15.627217 eta: 44 days, 5:40:49 batch_cost: 1.1621 data_cost: 0.0244 ips: 6.8839 images/s
[08/08 14:12:10] ppdet.engine INFO: Epoch: [7] [33900/54024] learning_rate: 0.000100 loss_class: 0.691125 loss_bbox: 0.113427 loss_giou: 0.505123 loss_class_aux: 4.302886 loss_bbox_aux: 0.745509 loss_giou_aux: 3.118918 loss_class_dn: 0.345871 loss_bbox_dn: 0.108773 loss_giou_dn: 0.385159 loss_class_aux_dn: 1.874559 loss_bbox_aux_dn: 0.672535 loss_giou_aux_dn: 2.187326 loss: 15.384550 eta: 44 days, 5:35:53 batch_cost: 1.0519 data_cost: 0.0017 ips: 7.6050 images/s
[08/08 14:14:11] ppdet.engine INFO: Epoch: [7] [34000/54024] learning_rate: 0.000100 loss_class: 0.697898 loss_bbox: 0.114452 loss_giou: 0.493566 loss_class_aux: 4.383662 loss_bbox_aux: 0.725540 loss_giou_aux: 3.061376 loss_class_dn: 0.355394 loss_bbox_dn: 0.106718 loss_giou_dn: 0.382960 loss_class_aux_dn: 1.925155 loss_bbox_aux_dn: 0.679547 loss_giou_aux_dn: 2.198651 loss: 15.216350 eta: 44 days, 5:37:52 batch_cost: 1.1569 data_cost: 0.0013 ips: 6.9153 images/s
[08/08 14:16:04] ppdet.engine INFO: Epoch: [7] [34100/54024] learning_rate: 0.000100 loss_class: 0.675395 loss_bbox: 0.105863 loss_giou: 0.491548 loss_class_aux: 4.242282 loss_bbox_aux: 0.688384 loss_giou_aux: 3.047873 loss_class_dn: 0.345885 loss_bbox_dn: 0.099306 loss_giou_dn: 0.385948 loss_class_aux_dn: 1.856501 loss_bbox_aux_dn: 0.597361 loss_giou_aux_dn: 2.222079 loss: 15.295154 eta: 44 days, 5:34:27 batch_cost: 1.0748 data_cost: 0.0013 ips: 7.4432 images/s
[08/08 14:17:59] ppdet.engine INFO: Epoch: [7] [34200/54024] learning_rate: 0.000100 loss_class: 0.704186 loss_bbox: 0.109006 loss_giou: 0.482665 loss_class_aux: 4.355039 loss_bbox_aux: 0.730200 loss_giou_aux: 3.073378 loss_class_dn: 0.358716 loss_bbox_dn: 0.103216 loss_giou_dn: 0.389258 loss_class_aux_dn: 1.906791 loss_bbox_aux_dn: 0.614196 loss_giou_aux_dn: 2.225998 loss: 15.492887 eta: 44 days, 5:32:42 batch_cost: 1.1004 data_cost: 0.0482 ips: 7.2699 images/s
[08/08 14:19:57] ppdet.engine INFO: Epoch: [7] [34300/54024] learning_rate: 0.000100 loss_class: 0.724248 loss_bbox: 0.119435 loss_giou: 0.553925 loss_class_aux: 4.440793 loss_bbox_aux: 0.760526 loss_giou_aux: 3.448433 loss_class_dn: 0.360191 loss_bbox_dn: 0.104077 loss_giou_dn: 0.410939 loss_class_aux_dn: 1.909829 loss_bbox_aux_dn: 0.626081 loss_giou_aux_dn: 2.353899 loss: 16.056528 eta: 44 days, 5:32:51 batch_cost: 1.1292 data_cost: 0.0013 ips: 7.0847 images/s
[08/08 14:21:56] ppdet.engine INFO: Epoch: [7] [34400/54024] learning_rate: 0.000100 loss_class: 0.671791 loss_bbox: 0.107444 loss_giou: 0.489127 loss_class_aux: 4.218388 loss_bbox_aux: 0.705251 loss_giou_aux: 3.073121 loss_class_dn: 0.339891 loss_bbox_dn: 0.098622 loss_giou_dn: 0.368985 loss_class_aux_dn: 1.824303 loss_bbox_aux_dn: 0.637146 loss_giou_aux_dn: 2.107461 loss: 15.010931 eta: 44 days, 5:33:21 batch_cost: 1.1344 data_cost: 0.0042 ips: 7.0520 images/s
[08/08 14:23:50] ppdet.engine INFO: Epoch: [7] [34500/54024] learning_rate: 0.000100 loss_class: 0.680908 loss_bbox: 0.104743 loss_giou: 0.482483 loss_class_aux: 4.158333 loss_bbox_aux: 0.710400 loss_giou_aux: 2.986223 loss_class_dn: 0.331632 loss_bbox_dn: 0.106587 loss_giou_dn: 0.382126 loss_class_aux_dn: 1.790950 loss_bbox_aux_dn: 0.639355 loss_giou_aux_dn: 2.150152 loss: 14.996119 eta: 44 days, 5:30:37 batch_cost: 1.0853 data_cost: 0.0013 ips: 7.3716 images/s
[08/08 14:25:47] ppdet.engine INFO: Epoch: [7] [34600/54024] learning_rate: 0.000100 loss_class: 0.685347 loss_bbox: 0.108845 loss_giou: 0.477466 loss_class_aux: 4.320640 loss_bbox_aux: 0.719291 loss_giou_aux: 3.027609 loss_class_dn: 0.334128 loss_bbox_dn: 0.105046 loss_giou_dn: 0.368289 loss_class_aux_dn: 1.827669 loss_bbox_aux_dn: 0.636299 loss_giou_aux_dn: 2.123085 loss: 14.879906 eta: 44 days, 5:29:53 batch_cost: 1.1159 data_cost: 0.0593 ips: 7.1688 images/s
[08/08 14:27:41] ppdet.engine INFO: Epoch: [7] [34700/54024] learning_rate: 0.000100 loss_class: 0.703992 loss_bbox: 0.109517 loss_giou: 0.495880 loss_class_aux: 4.313340 loss_bbox_aux: 0.707351 loss_giou_aux: 3.153221 loss_class_dn: 0.358987 loss_bbox_dn: 0.104337 loss_giou_dn: 0.391290 loss_class_aux_dn: 1.919387 loss_bbox_aux_dn: 0.623495 loss_giou_aux_dn: 2.208058 loss: 15.421460 eta: 44 days, 5:26:27 batch_cost: 1.0745 data_cost: 0.0013 ips: 7.4454 images/s
[08/08 14:29:32] ppdet.engine INFO: Epoch: [7] [34800/54024] learning_rate: 0.000100 loss_class: 0.693594 loss_bbox: 0.118902 loss_giou: 0.491867 loss_class_aux: 4.299502 loss_bbox_aux: 0.769804 loss_giou_aux: 3.087592 loss_class_dn: 0.349066 loss_bbox_dn: 0.108263 loss_giou_dn: 0.387924 loss_class_aux_dn: 1.868456 loss_bbox_aux_dn: 0.689929 loss_giou_aux_dn: 2.163854 loss: 15.381200 eta: 44 days, 5:21:34 batch_cost: 1.0522 data_cost: 0.0013 ips: 7.6033 images/s
[08/08 14:31:29] ppdet.engine INFO: Epoch: [7] [34900/54024] learning_rate: 0.000100 loss_class: 0.697183 loss_bbox: 0.111398 loss_giou: 0.524577 loss_class_aux: 4.336575 loss_bbox_aux: 0.726571 loss_giou_aux: 3.293637 loss_class_dn: 0.356097 loss_bbox_dn: 0.105945 loss_giou_dn: 0.400119 loss_class_aux_dn: 1.915789 loss_bbox_aux_dn: 0.650348 loss_giou_aux_dn: 2.292302 loss: 15.722555 eta: 44 days, 5:21:07 batch_cost: 1.1203 data_cost: 0.0688 ips: 7.1408 images/s
[08/08 14:33:23] ppdet.engine INFO: Epoch: [7] [35000/54024] learning_rate: 0.000100 loss_class: 0.705101 loss_bbox: 0.117679 loss_giou: 0.528587 loss_class_aux: 4.368155 loss_bbox_aux: 0.766153 loss_giou_aux: 3.328017 loss_class_dn: 0.369119 loss_bbox_dn: 0.109963 loss_giou_dn: 0.409409 loss_class_aux_dn: 1.964644 loss_bbox_aux_dn: 0.661155 loss_giou_aux_dn: 2.336509 loss: 16.149129 eta: 44 days, 5:18:27 batch_cost: 1.0861 data_cost: 0.0221 ips: 7.3658 images/s
[08/08 14:35:25] ppdet.engine INFO: Epoch: [7] [35100/54024] learning_rate: 0.000100 loss_class: 0.680783 loss_bbox: 0.106521 loss_giou: 0.435851 loss_class_aux: 4.206202 loss_bbox_aux: 0.689403 loss_giou_aux: 2.741164 loss_class_dn: 0.324166 loss_bbox_dn: 0.102247 loss_giou_dn: 0.352738 loss_class_aux_dn: 1.725081 loss_bbox_aux_dn: 0.632534 loss_giou_aux_dn: 2.010392 loss: 14.231176 eta: 44 days, 5:20:28 batch_cost: 1.1583 data_cost: 0.0852 ips: 6.9064 images/s
[08/08 14:37:17] ppdet.engine INFO: Epoch: [7] [35200/54024] learning_rate: 0.000100 loss_class: 0.677757 loss_bbox: 0.113741 loss_giou: 0.466151 loss_class_aux: 4.248552 loss_bbox_aux: 0.750594 loss_giou_aux: 2.903274 loss_class_dn: 0.330484 loss_bbox_dn: 0.108813 loss_giou_dn: 0.366371 loss_class_aux_dn: 1.809010 loss_bbox_aux_dn: 0.674510 loss_giou_aux_dn: 2.059351 loss: 14.691757 eta: 44 days, 5:16:54 batch_cost: 1.0721 data_cost: 0.0013 ips: 7.4619 images/s
[08/08 14:39:09] ppdet.engine INFO: Epoch: [7] [35300/54024] learning_rate: 0.000100 loss_class: 0.699983 loss_bbox: 0.108932 loss_giou: 0.495836 loss_class_aux: 4.364702 loss_bbox_aux: 0.722476 loss_giou_aux: 3.133196 loss_class_dn: 0.356940 loss_bbox_dn: 0.105372 loss_giou_dn: 0.389112 loss_class_aux_dn: 1.917982 loss_bbox_aux_dn: 0.658964 loss_giou_aux_dn: 2.248401 loss: 15.240530 eta: 44 days, 5:12:50 batch_cost: 1.0648 data_cost: 0.0013 ips: 7.5130 images/s
[08/08 14:41:04] ppdet.engine INFO: Epoch: [7] [35400/54024] learning_rate: 0.000100 loss_class: 0.708681 loss_bbox: 0.104707 loss_giou: 0.503656 loss_class_aux: 4.414512 loss_bbox_aux: 0.679384 loss_giou_aux: 3.206746 loss_class_dn: 0.350225 loss_bbox_dn: 0.101751 loss_giou_dn: 0.388882 loss_class_aux_dn: 1.891878 loss_bbox_aux_dn: 0.632883 loss_giou_aux_dn: 2.195068 loss: 15.255441 eta: 44 days, 5:10:27 batch_cost: 1.0904 data_cost: 0.0013 ips: 7.3367 images/s
[08/08 14:43:03] ppdet.engine INFO: Epoch: [7] [35500/54024] learning_rate: 0.000100 loss_class: 0.724485 loss_bbox: 0.114712 loss_giou: 0.542801 loss_class_aux: 4.480321 loss_bbox_aux: 0.790776 loss_giou_aux: 3.397156 loss_class_dn: 0.363895 loss_bbox_dn: 0.106933 loss_giou_dn: 0.415159 loss_class_aux_dn: 1.959114 loss_bbox_aux_dn: 0.652900 loss_giou_aux_dn: 2.365882 loss: 16.004748 eta: 44 days, 5:10:54 batch_cost: 1.1341 data_cost: 0.0717 ips: 7.0542 images/s
[08/08 14:44:57] ppdet.engine INFO: Epoch: [7] [35600/54024] learning_rate: 0.000100 loss_class: 0.673118 loss_bbox: 0.101163 loss_giou: 0.473477 loss_class_aux: 4.227197 loss_bbox_aux: 0.683903 loss_giou_aux: 3.030359 loss_class_dn: 0.328405 loss_bbox_dn: 0.097524 loss_giou_dn: 0.371017 loss_class_aux_dn: 1.784106 loss_bbox_aux_dn: 0.613794 loss_giou_aux_dn: 2.096536 loss: 14.582707 eta: 44 days, 5:08:26 batch_cost: 1.0894 data_cost: 0.0014 ips: 7.3435 images/s
[08/08 14:46:51] ppdet.engine INFO: Epoch: [7] [35700/54024] learning_rate: 0.000100 loss_class: 0.708054 loss_bbox: 0.113742 loss_giou: 0.486053 loss_class_aux: 4.507744 loss_bbox_aux: 0.758030 loss_giou_aux: 3.016342 loss_class_dn: 0.357202 loss_bbox_dn: 0.112351 loss_giou_dn: 0.377054 loss_class_aux_dn: 1.925883 loss_bbox_aux_dn: 0.685064 loss_giou_aux_dn: 2.173839 loss: 15.475966 eta: 44 days, 5:05:39 batch_cost: 1.0843 data_cost: 0.0013 ips: 7.3784 images/s
[08/08 14:49:02] ppdet.engine INFO: Epoch: [7] [35800/54024] learning_rate: 0.000100 loss_class: 0.662007 loss_bbox: 0.104880 loss_giou: 0.467616 loss_class_aux: 4.109744 loss_bbox_aux: 0.695553 loss_giou_aux: 2.925799 loss_class_dn: 0.325234 loss_bbox_dn: 0.097865 loss_giou_dn: 0.362111 loss_class_aux_dn: 1.753828 loss_bbox_aux_dn: 0.581244 loss_giou_aux_dn: 2.079407 loss: 14.494170 eta: 44 days, 5:13:51 batch_cost: 1.2545 data_cost: 0.0370 ips: 6.3771 images/s
[08/08 14:50:54] ppdet.engine INFO: Epoch: [7] [35900/54024] learning_rate: 0.000100 loss_class: 0.664652 loss_bbox: 0.104543 loss_giou: 0.502239 loss_class_aux: 4.157535 loss_bbox_aux: 0.690377 loss_giou_aux: 3.149961 loss_class_dn: 0.342024 loss_bbox_dn: 0.098201 loss_giou_dn: 0.377721 loss_class_aux_dn: 1.847733 loss_bbox_aux_dn: 0.611616 loss_giou_aux_dn: 2.160614 loss: 14.688727 eta: 44 days, 5:09:52 batch_cost: 1.0658 data_cost: 0.0065 ips: 7.5059 images/s
[08/08 14:52:59] ppdet.engine INFO: Epoch: [7] [36000/54024] learning_rate: 0.000100 loss_class: 0.646689 loss_bbox: 0.107079 loss_giou: 0.473494 loss_class_aux: 4.133738 loss_bbox_aux: 0.683921 loss_giou_aux: 2.985940 loss_class_dn: 0.341517 loss_bbox_dn: 0.100349 loss_giou_dn: 0.365941 loss_class_aux_dn: 1.819985 loss_bbox_aux_dn: 0.638344 loss_giou_aux_dn: 2.081788 loss: 14.639028 eta: 44 days, 5:13:36 batch_cost: 1.1856 data_cost: 0.0378 ips: 6.7476 images/s
[08/08 14:54:49] ppdet.engine INFO: Epoch: [7] [36100/54024] learning_rate: 0.000100 loss_class: 0.747556 loss_bbox: 0.120375 loss_giou: 0.529214 loss_class_aux: 4.670980 loss_bbox_aux: 0.773318 loss_giou_aux: 3.294813 loss_class_dn: 0.360572 loss_bbox_dn: 0.116250 loss_giou_dn: 0.400845 loss_class_aux_dn: 1.942441 loss_bbox_aux_dn: 0.727015 loss_giou_aux_dn: 2.299437 loss: 15.663483 eta: 44 days, 5:08:09 batch_cost: 1.0427 data_cost: 0.0013 ips: 7.6721 images/s
[08/08 14:56:44] ppdet.engine INFO: Epoch: [7] [36200/54024] learning_rate: 0.000100 loss_class: 0.705376 loss_bbox: 0.109396 loss_giou: 0.499972 loss_class_aux: 4.386907 loss_bbox_aux: 0.704764 loss_giou_aux: 3.120450 loss_class_dn: 0.349651 loss_bbox_dn: 0.107873 loss_giou_dn: 0.393949 loss_class_aux_dn: 1.885799 loss_bbox_aux_dn: 0.652559 loss_giou_aux_dn: 2.187049 loss: 15.147434 eta: 44 days, 5:06:25 batch_cost: 1.1007 data_cost: 0.0013 ips: 7.2679 images/s
[08/08 14:58:36] ppdet.engine INFO: Epoch: [7] [36300/54024] learning_rate: 0.000100 loss_class: 0.742260 loss_bbox: 0.122227 loss_giou: 0.547291 loss_class_aux: 4.589593 loss_bbox_aux: 0.779763 loss_giou_aux: 3.347005 loss_class_dn: 0.376849 loss_bbox_dn: 0.111063 loss_giou_dn: 0.418330 loss_class_aux_dn: 2.012791 loss_bbox_aux_dn: 0.675442 loss_giou_aux_dn: 2.352656 loss: 16.751043 eta: 44 days, 5:02:14 batch_cost: 1.0625 data_cost: 0.0013 ips: 7.5297 images/s
[08/08 15:00:31] ppdet.engine INFO: Epoch: [7] [36400/54024] learning_rate: 0.000100 loss_class: 0.714207 loss_bbox: 0.108513 loss_giou: 0.473678 loss_class_aux: 4.346442 loss_bbox_aux: 0.722207 loss_giou_aux: 2.958730 loss_class_dn: 0.336216 loss_bbox_dn: 0.105189 loss_giou_dn: 0.367937 loss_class_aux_dn: 1.829516 loss_bbox_aux_dn: 0.653069 loss_giou_aux_dn: 2.121532 loss: 15.577357 eta: 44 days, 4:59:39 batch_cost: 1.0875 data_cost: 0.0013 ips: 7.3560 images/s
[08/08 15:02:22] ppdet.engine INFO: Epoch: [7] [36500/54024] learning_rate: 0.000100 loss_class: 0.663556 loss_bbox: 0.107018 loss_giou: 0.457084 loss_class_aux: 4.108926 loss_bbox_aux: 0.715255 loss_giou_aux: 2.843785 loss_class_dn: 0.325933 loss_bbox_dn: 0.099785 loss_giou_dn: 0.364631 loss_class_aux_dn: 1.799188 loss_bbox_aux_dn: 0.619344 loss_giou_aux_dn: 2.080176 loss: 14.374747 eta: 44 days, 4:55:13 batch_cost: 1.0585 data_cost: 0.0013 ips: 7.5582 images/s
[08/08 15:04:32] ppdet.engine INFO: Epoch: [7] [36600/54024] learning_rate: 0.000100 loss_class: 0.715784 loss_bbox: 0.117452 loss_giou: 0.509154 loss_class_aux: 4.385293 loss_bbox_aux: 0.764506 loss_giou_aux: 3.189150 loss_class_dn: 0.349682 loss_bbox_dn: 0.106577 loss_giou_dn: 0.395717 loss_class_aux_dn: 1.911963 loss_bbox_aux_dn: 0.676534 loss_giou_aux_dn: 2.244839 loss: 15.478680 eta: 44 days, 5:02:49 batch_cost: 1.2467 data_cost: 0.0013 ips: 6.4169 images/s
[08/08 15:06:25] ppdet.engine INFO: Epoch: [7] [36700/54024] learning_rate: 0.000100 loss_class: 0.681948 loss_bbox: 0.112631 loss_giou: 0.516848 loss_class_aux: 4.266501 loss_bbox_aux: 0.730811 loss_giou_aux: 3.219920 loss_class_dn: 0.354628 loss_bbox_dn: 0.114400 loss_giou_dn: 0.393685 loss_class_aux_dn: 1.915945 loss_bbox_aux_dn: 0.696897 loss_giou_aux_dn: 2.218182 loss: 15.475410 eta: 44 days, 4:59:31 batch_cost: 1.0760 data_cost: 0.0485 ips: 7.4346 images/s
[08/08 15:08:24] ppdet.engine INFO: Epoch: [7] [36800/54024] learning_rate: 0.000100 loss_class: 0.701189 loss_bbox: 0.107383 loss_giou: 0.487021 loss_class_aux: 4.237117 loss_bbox_aux: 0.698309 loss_giou_aux: 3.044079 loss_class_dn: 0.355240 loss_bbox_dn: 0.101319 loss_giou_dn: 0.378972 loss_class_aux_dn: 1.912518 loss_bbox_aux_dn: 0.625910 loss_giou_aux_dn: 2.119801 loss: 15.492731 eta: 44 days, 4:59:43 batch_cost: 1.1311 data_cost: 0.0013 ips: 7.0730 images/s
[08/08 15:10:21] ppdet.engine INFO: Epoch: [7] [36900/54024] learning_rate: 0.000100 loss_class: 0.705160 loss_bbox: 0.112052 loss_giou: 0.508686 loss_class_aux: 4.397991 loss_bbox_aux: 0.743417 loss_giou_aux: 3.224375 loss_class_dn: 0.355990 loss_bbox_dn: 0.099694 loss_giou_dn: 0.388758 loss_class_aux_dn: 1.932058 loss_bbox_aux_dn: 0.606900 loss_giou_aux_dn: 2.220391 loss: 15.357695 eta: 44 days, 4:58:46 batch_cost: 1.1131 data_cost: 0.0013 ips: 7.1874 images/s
[08/08 15:12:17] ppdet.engine INFO: Epoch: [7] [37000/54024] learning_rate: 0.000100 loss_class: 0.675981 loss_bbox: 0.109637 loss_giou: 0.509310 loss_class_aux: 4.225331 loss_bbox_aux: 0.723748 loss_giou_aux: 3.180368 loss_class_dn: 0.334873 loss_bbox_dn: 0.102074 loss_giou_dn: 0.378048 loss_class_aux_dn: 1.807536 loss_bbox_aux_dn: 0.632561 loss_giou_aux_dn: 2.138014 loss: 14.617219 eta: 44 days, 4:56:49 batch_cost: 1.0976 data_cost: 0.0292 ips: 7.2886 images/s
[08/08 15:14:14] ppdet.engine INFO: Epoch: [7] [37100/54024] learning_rate: 0.000100 loss_class: 0.678629 loss_bbox: 0.108435 loss_giou: 0.499823 loss_class_aux: 4.218752 loss_bbox_aux: 0.713673 loss_giou_aux: 3.128409 loss_class_dn: 0.347663 loss_bbox_dn: 0.105133 loss_giou_dn: 0.386096 loss_class_aux_dn: 1.881662 loss_bbox_aux_dn: 0.644869 loss_giou_aux_dn: 2.241100 loss: 15.556325 eta: 44 days, 4:55:56 batch_cost: 1.1141 data_cost: 0.0014 ips: 7.1807 images/s
[08/08 15:16:08] ppdet.engine INFO: Epoch: [7] [37200/54024] learning_rate: 0.000100 loss_class: 0.671117 loss_bbox: 0.106452 loss_giou: 0.462716 loss_class_aux: 4.157701 loss_bbox_aux: 0.700067 loss_giou_aux: 2.964241 loss_class_dn: 0.337341 loss_bbox_dn: 0.107303 loss_giou_dn: 0.358745 loss_class_aux_dn: 1.825173 loss_bbox_aux_dn: 0.658860 loss_giou_aux_dn: 2.103352 loss: 14.894123 eta: 44 days, 4:53:46 batch_cost: 1.0941 data_cost: 0.0013 ips: 7.3121 images/s
[08/08 15:18:18] ppdet.engine INFO: Epoch: [7] [37300/54024] learning_rate: 0.000100 loss_class: 0.670950 loss_bbox: 0.109917 loss_giou: 0.465748 loss_class_aux: 4.083930 loss_bbox_aux: 0.687902 loss_giou_aux: 2.919189 loss_class_dn: 0.339866 loss_bbox_dn: 0.099533 loss_giou_dn: 0.356879 loss_class_aux_dn: 1.813561 loss_bbox_aux_dn: 0.610247 loss_giou_aux_dn: 2.044202 loss: 14.333303 eta: 44 days, 5:01:08 batch_cost: 1.2443 data_cost: 0.1614 ips: 6.4296 images/s
[08/08 15:20:15] ppdet.engine INFO: Epoch: [7] [37400/54024] learning_rate: 0.000100 loss_class: 0.650979 loss_bbox: 0.106215 loss_giou: 0.446031 loss_class_aux: 4.033359 loss_bbox_aux: 0.698874 loss_giou_aux: 2.768425 loss_class_dn: 0.323413 loss_bbox_dn: 0.102133 loss_giou_dn: 0.366012 loss_class_aux_dn: 1.721247 loss_bbox_aux_dn: 0.625650 loss_giou_aux_dn: 2.065219 loss: 13.699573 eta: 44 days, 4:59:51 batch_cost: 1.1081 data_cost: 0.0153 ips: 7.2193 images/s
[08/08 15:22:10] ppdet.engine INFO: Epoch: [7] [37500/54024] learning_rate: 0.000100 loss_class: 0.660320 loss_bbox: 0.109473 loss_giou: 0.498208 loss_class_aux: 4.169749 loss_bbox_aux: 0.726255 loss_giou_aux: 3.109097 loss_class_dn: 0.339013 loss_bbox_dn: 0.108633 loss_giou_dn: 0.373809 loss_class_aux_dn: 1.834325 loss_bbox_aux_dn: 0.669867 loss_giou_aux_dn: 2.155788 loss: 14.898199 eta: 44 days, 4:57:54 batch_cost: 1.0975 data_cost: 0.0013 ips: 7.2896 images/s
[08/08 15:24:05] ppdet.engine INFO: Epoch: [7] [37600/54024] learning_rate: 0.000100 loss_class: 0.707569 loss_bbox: 0.111186 loss_giou: 0.530396 loss_class_aux: 4.426812 loss_bbox_aux: 0.730959 loss_giou_aux: 3.211943 loss_class_dn: 0.362781 loss_bbox_dn: 0.104283 loss_giou_dn: 0.405443 loss_class_aux_dn: 1.987958 loss_bbox_aux_dn: 0.635774 loss_giou_aux_dn: 2.308014 loss: 15.634313 eta: 44 days, 4:56:04 batch_cost: 1.0995 data_cost: 0.0053 ips: 7.2759 images/s
[08/08 15:26:01] ppdet.engine INFO: Epoch: [7] [37700/54024] learning_rate: 0.000100 loss_class: 0.695307 loss_bbox: 0.115362 loss_giou: 0.500273 loss_class_aux: 4.352842 loss_bbox_aux: 0.734698 loss_giou_aux: 3.171436 loss_class_dn: 0.345061 loss_bbox_dn: 0.100768 loss_giou_dn: 0.393322 loss_class_aux_dn: 1.875646 loss_bbox_aux_dn: 0.631099 loss_giou_aux_dn: 2.230310 loss: 15.560362 eta: 44 days, 4:54:21 batch_cost: 1.1011 data_cost: 0.0013 ips: 7.2653 images/s
[08/08 15:27:59] ppdet.engine INFO: Epoch: [7] [37800/54024] learning_rate: 0.000100 loss_class: 0.677848 loss_bbox: 0.106003 loss_giou: 0.467147 loss_class_aux: 4.248360 loss_bbox_aux: 0.683279 loss_giou_aux: 2.948994 loss_class_dn: 0.332469 loss_bbox_dn: 0.101167 loss_giou_dn: 0.379252 loss_class_aux_dn: 1.833689 loss_bbox_aux_dn: 0.603490 loss_giou_aux_dn: 2.155770 loss: 14.564030 eta: 44 days, 4:54:12 batch_cost: 1.1263 data_cost: 0.0013 ips: 7.1028 images/s
[08/08 15:29:51] ppdet.engine INFO: Epoch: [7] [37900/54024] learning_rate: 0.000100 loss_class: 0.692988 loss_bbox: 0.111749 loss_giou: 0.483327 loss_class_aux: 4.368174 loss_bbox_aux: 0.703023 loss_giou_aux: 3.054554 loss_class_dn: 0.351772 loss_bbox_dn: 0.099810 loss_giou_dn: 0.382645 loss_class_aux_dn: 1.912079 loss_bbox_aux_dn: 0.623720 loss_giou_aux_dn: 2.205040 loss: 15.455547 eta: 44 days, 4:50:02 batch_cost: 1.0624 data_cost: 0.0014 ips: 7.5304 images/s
[08/08 15:31:42] ppdet.engine INFO: Epoch: [7] [38000/54024] learning_rate: 0.000100 loss_class: 0.677263 loss_bbox: 0.115232 loss_giou: 0.499973 loss_class_aux: 4.192054 loss_bbox_aux: 0.755756 loss_giou_aux: 3.125860 loss_class_dn: 0.354358 loss_bbox_dn: 0.114660 loss_giou_dn: 0.395968 loss_class_aux_dn: 1.907642 loss_bbox_aux_dn: 0.680207 loss_giou_aux_dn: 2.249077 loss: 15.428257 eta: 44 days, 4:45:21 batch_cost: 1.0541 data_cost: 0.0013 ips: 7.5894 images/s
[08/08 15:33:51] ppdet.engine INFO: Epoch: [7] [38100/54024] learning_rate: 0.000100 loss_class: 0.692607 loss_bbox: 0.104310 loss_giou: 0.514418 loss_class_aux: 4.300584 loss_bbox_aux: 0.671648 loss_giou_aux: 3.188490 loss_class_dn: 0.343348 loss_bbox_dn: 0.098444 loss_giou_dn: 0.403594 loss_class_aux_dn: 1.851870 loss_bbox_aux_dn: 0.598133 loss_giou_aux_dn: 2.301136 loss: 15.089211 eta: 44 days, 4:52:16 batch_cost: 1.2385 data_cost: 0.0014 ips: 6.4596 images/s
[08/08 15:35:45] ppdet.engine INFO: Epoch: [7] [38200/54024] learning_rate: 0.000100 loss_class: 0.701781 loss_bbox: 0.117414 loss_giou: 0.484784 loss_class_aux: 4.477486 loss_bbox_aux: 0.749105 loss_giou_aux: 3.043716 loss_class_dn: 0.340808 loss_bbox_dn: 0.104550 loss_giou_dn: 0.363885 loss_class_aux_dn: 1.842397 loss_bbox_aux_dn: 0.613935 loss_giou_aux_dn: 2.061918 loss: 15.050315 eta: 44 days, 4:49:07 batch_cost: 1.0784 data_cost: 0.0013 ips: 7.4181 images/s
[08/08 15:37:35] ppdet.engine INFO: Epoch: [7] [38300/54024] learning_rate: 0.000100 loss_class: 0.645291 loss_bbox: 0.100715 loss_giou: 0.478941 loss_class_aux: 4.073935 loss_bbox_aux: 0.668024 loss_giou_aux: 2.984945 loss_class_dn: 0.326890 loss_bbox_dn: 0.097794 loss_giou_dn: 0.367610 loss_class_aux_dn: 1.777344 loss_bbox_aux_dn: 0.601547 loss_giou_aux_dn: 2.076170 loss: 14.440258 eta: 44 days, 4:44:17 batch_cost: 1.0516 data_cost: 0.0013 ips: 7.6072 images/s
[08/08 15:39:30] ppdet.engine INFO: Epoch: [7] [38400/54024] learning_rate: 0.000100 loss_class: 0.685449 loss_bbox: 0.114154 loss_giou: 0.461053 loss_class_aux: 4.281852 loss_bbox_aux: 0.728461 loss_giou_aux: 2.872129 loss_class_dn: 0.336879 loss_bbox_dn: 0.109678 loss_giou_dn: 0.368641 loss_class_aux_dn: 1.836711 loss_bbox_aux_dn: 0.650790 loss_giou_aux_dn: 2.065859 loss: 14.783486 eta: 44 days, 4:41:34 batch_cost: 1.0855 data_cost: 0.0013 ips: 7.3698 images/s
[08/08 15:41:24] ppdet.engine INFO: Epoch: [7] [38500/54024] learning_rate: 0.000100 loss_class: 0.726140 loss_bbox: 0.113158 loss_giou: 0.494204 loss_class_aux: 4.534942 loss_bbox_aux: 0.728772 loss_giou_aux: 3.039776 loss_class_dn: 0.361422 loss_bbox_dn: 0.097769 loss_giou_dn: 0.385470 loss_class_aux_dn: 1.941866 loss_bbox_aux_dn: 0.599101 loss_giou_aux_dn: 2.201144 loss: 15.879673 eta: 44 days, 4:39:27 batch_cost: 1.0948 data_cost: 0.0304 ips: 7.3070 images/s
[08/08 15:43:23] ppdet.engine INFO: Epoch: [7] [38600/54024] learning_rate: 0.000100 loss_class: 0.693123 loss_bbox: 0.111581 loss_giou: 0.470902 loss_class_aux: 4.245708 loss_bbox_aux: 0.726240 loss_giou_aux: 2.914749 loss_class_dn: 0.333499 loss_bbox_dn: 0.105114 loss_giou_dn: 0.355827 loss_class_aux_dn: 1.798609 loss_bbox_aux_dn: 0.664621 loss_giou_aux_dn: 2.040283 loss: 14.440382 eta: 44 days, 4:39:19 batch_cost: 1.1265 data_cost: 0.0014 ips: 7.1014 images/s
[08/08 15:45:17] ppdet.engine INFO: Epoch: [7] [38700/54024] learning_rate: 0.000100 loss_class: 0.690125 loss_bbox: 0.104308 loss_giou: 0.486036 loss_class_aux: 4.296998 loss_bbox_aux: 0.668411 loss_giou_aux: 3.003945 loss_class_dn: 0.328801 loss_bbox_dn: 0.096202 loss_giou_dn: 0.375142 loss_class_aux_dn: 1.798803 loss_bbox_aux_dn: 0.591981 loss_giou_aux_dn: 2.136981 loss: 14.409111 eta: 44 days, 4:36:29 batch_cost: 1.0834 data_cost: 0.0013 ips: 7.3839 images/s
[08/08 15:47:14] ppdet.engine INFO: Epoch: [7] [38800/54024] learning_rate: 0.000100 loss_class: 0.684816 loss_bbox: 0.116364 loss_giou: 0.521562 loss_class_aux: 4.363112 loss_bbox_aux: 0.744599 loss_giou_aux: 3.289044 loss_class_dn: 0.344920 loss_bbox_dn: 0.108855 loss_giou_dn: 0.384100 loss_class_aux_dn: 1.869589 loss_bbox_aux_dn: 0.674417 loss_giou_aux_dn: 2.226175 loss: 15.754913 eta: 44 days, 4:36:07 batch_cost: 1.1230 data_cost: 0.0532 ips: 7.1239 images/s
[08/08 15:49:11] ppdet.engine INFO: Epoch: [7] [38900/54024] learning_rate: 0.000100 loss_class: 0.688310 loss_bbox: 0.108774 loss_giou: 0.444790 loss_class_aux: 4.334060 loss_bbox_aux: 0.697991 loss_giou_aux: 2.833232 loss_class_dn: 0.342817 loss_bbox_dn: 0.106535 loss_giou_dn: 0.360620 loss_class_aux_dn: 1.854040 loss_bbox_aux_dn: 0.642149 loss_giou_aux_dn: 2.071055 loss: 14.383996 eta: 44 days, 4:35:05 batch_cost: 1.1123 data_cost: 0.0556 ips: 7.1921 images/s
[08/08 15:51:07] ppdet.engine INFO: Epoch: [7] [39000/54024] learning_rate: 0.000100 loss_class: 0.701954 loss_bbox: 0.115007 loss_giou: 0.494654 loss_class_aux: 4.409681 loss_bbox_aux: 0.738088 loss_giou_aux: 3.099403 loss_class_dn: 0.354392 loss_bbox_dn: 0.107411 loss_giou_dn: 0.381304 loss_class_aux_dn: 1.902430 loss_bbox_aux_dn: 0.656502 loss_giou_aux_dn: 2.190536 loss: 15.277216 eta: 44 days, 4:33:17 batch_cost: 1.1000 data_cost: 0.0012 ips: 7.2725 images/s
[08/08 15:52:57] ppdet.engine INFO: Epoch: [7] [39100/54024] learning_rate: 0.000100 loss_class: 0.686827 loss_bbox: 0.109310 loss_giou: 0.529114 loss_class_aux: 4.262122 loss_bbox_aux: 0.705251 loss_giou_aux: 3.351457 loss_class_dn: 0.348499 loss_bbox_dn: 0.096699 loss_giou_dn: 0.399884 loss_class_aux_dn: 1.904654 loss_bbox_aux_dn: 0.603066 loss_giou_aux_dn: 2.284221 loss: 15.576655 eta: 44 days, 4:28:31 batch_cost: 1.0523 data_cost: 0.0012 ips: 7.6026 images/s
[08/08 15:54:57] ppdet.engine INFO: Epoch: [7] [39200/54024] learning_rate: 0.000100 loss_class: 0.740303 loss_bbox: 0.120996 loss_giou: 0.563081 loss_class_aux: 4.646199 loss_bbox_aux: 0.798179 loss_giou_aux: 3.427885 loss_class_dn: 0.382559 loss_bbox_dn: 0.105013 loss_giou_dn: 0.432460 loss_class_aux_dn: 2.077555 loss_bbox_aux_dn: 0.634252 loss_giou_aux_dn: 2.508467 loss: 16.551632 eta: 44 days, 4:29:38 batch_cost: 1.1469 data_cost: 0.0413 ips: 6.9751 images/s
[08/08 15:56:52] ppdet.engine INFO: Epoch: [7] [39300/54024] learning_rate: 0.000100 loss_class: 0.698353 loss_bbox: 0.111960 loss_giou: 0.523701 loss_class_aux: 4.277590 loss_bbox_aux: 0.743618 loss_giou_aux: 3.329718 loss_class_dn: 0.367121 loss_bbox_dn: 0.103532 loss_giou_dn: 0.413521 loss_class_aux_dn: 1.965630 loss_bbox_aux_dn: 0.650681 loss_giou_aux_dn: 2.318487 loss: 16.214529 eta: 44 days, 4:27:21 batch_cost: 1.0921 data_cost: 0.0013 ips: 7.3257 images/s
[08/08 15:58:51] ppdet.engine INFO: Epoch: [7] [39400/54024] learning_rate: 0.000100 loss_class: 0.703966 loss_bbox: 0.105313 loss_giou: 0.480347 loss_class_aux: 4.332650 loss_bbox_aux: 0.684794 loss_giou_aux: 2.994974 loss_class_dn: 0.338323 loss_bbox_dn: 0.093237 loss_giou_dn: 0.365529 loss_class_aux_dn: 1.822214 loss_bbox_aux_dn: 0.578491 loss_giou_aux_dn: 2.079934 loss: 14.643117 eta: 44 days, 4:27:50 batch_cost: 1.1369 data_cost: 0.0707 ips: 7.0368 images/s
[08/08 16:00:45] ppdet.engine INFO: Epoch: [7] [39500/54024] learning_rate: 0.000100 loss_class: 0.747041 loss_bbox: 0.116893 loss_giou: 0.578227 loss_class_aux: 4.673895 loss_bbox_aux: 0.731806 loss_giou_aux: 3.615162 loss_class_dn: 0.378158 loss_bbox_dn: 0.109452 loss_giou_dn: 0.441892 loss_class_aux_dn: 2.047206 loss_bbox_aux_dn: 0.655570 loss_giou_aux_dn: 2.504122 loss: 16.786002 eta: 44 days, 4:25:06 batch_cost: 1.0850 data_cost: 0.0382 ips: 7.3733 images/s
[08/08 16:02:41] ppdet.engine INFO: Epoch: [7] [39600/54024] learning_rate: 0.000100 loss_class: 0.712535 loss_bbox: 0.116684 loss_giou: 0.494003 loss_class_aux: 4.402992 loss_bbox_aux: 0.753107 loss_giou_aux: 3.083135 loss_class_dn: 0.356349 loss_bbox_dn: 0.105659 loss_giou_dn: 0.377523 loss_class_aux_dn: 1.899204 loss_bbox_aux_dn: 0.650400 loss_giou_aux_dn: 2.175972 loss: 15.379026 eta: 44 days, 4:23:10 batch_cost: 1.0978 data_cost: 0.0013 ips: 7.2873 images/s
[08/08 16:04:32] ppdet.engine INFO: Epoch: [7] [39700/54024] learning_rate: 0.000100 loss_class: 0.693051 loss_bbox: 0.112465 loss_giou: 0.484409 loss_class_aux: 4.294340 loss_bbox_aux: 0.715845 loss_giou_aux: 2.993291 loss_class_dn: 0.344587 loss_bbox_dn: 0.101577 loss_giou_dn: 0.373272 loss_class_aux_dn: 1.876522 loss_bbox_aux_dn: 0.642125 loss_giou_aux_dn: 2.103978 loss: 14.966996 eta: 44 days, 4:18:38 batch_cost: 1.0559 data_cost: 0.0014 ips: 7.5768 images/s
[08/08 16:06:25] ppdet.engine INFO: Epoch: [7] [39800/54024] learning_rate: 0.000100 loss_class: 0.732798 loss_bbox: 0.117145 loss_giou: 0.528761 loss_class_aux: 4.494503 loss_bbox_aux: 0.751979 loss_giou_aux: 3.273915 loss_class_dn: 0.373806 loss_bbox_dn: 0.112744 loss_giou_dn: 0.400922 loss_class_aux_dn: 2.017942 loss_bbox_aux_dn: 0.690365 loss_giou_aux_dn: 2.287989 loss: 16.232657 eta: 44 days, 4:15:34 batch_cost: 1.0795 data_cost: 0.0015 ips: 7.4109 images/s
[08/08 16:08:18] ppdet.engine INFO: Epoch: [7] [39900/54024] learning_rate: 0.000100 loss_class: 0.683234 loss_bbox: 0.111390 loss_giou: 0.455132 loss_class_aux: 4.220480 loss_bbox_aux: 0.725894 loss_giou_aux: 2.910317 loss_class_dn: 0.339713 loss_bbox_dn: 0.108494 loss_giou_dn: 0.355382 loss_class_aux_dn: 1.839761 loss_bbox_aux_dn: 0.651652 loss_giou_aux_dn: 2.027413 loss: 14.963562 eta: 44 days, 4:12:18 batch_cost: 1.0761 data_cost: 0.0013 ips: 7.4343 images/s
[08/08 16:10:17] ppdet.engine INFO: Epoch: [7] [40000/54024] learning_rate: 0.000100 loss_class: 0.693352 loss_bbox: 0.110733 loss_giou: 0.504213 loss_class_aux: 4.351199 loss_bbox_aux: 0.715764 loss_giou_aux: 3.166761 loss_class_dn: 0.344481 loss_bbox_dn: 0.103640 loss_giou_dn: 0.381673 loss_class_aux_dn: 1.887810 loss_bbox_aux_dn: 0.660619 loss_giou_aux_dn: 2.194985 loss: 14.718089 eta: 44 days, 4:12:06 batch_cost: 1.1258 data_cost: 0.0013 ips: 7.1061 images/s
[08/08 16:12:12] ppdet.engine INFO: Epoch: [7] [40100/54024] learning_rate: 0.000100 loss_class: 0.730873 loss_bbox: 0.111506 loss_giou: 0.516938 loss_class_aux: 4.504185 loss_bbox_aux: 0.739065 loss_giou_aux: 3.253935 loss_class_dn: 0.351722 loss_bbox_dn: 0.102495 loss_giou_dn: 0.402647 loss_class_aux_dn: 1.896379 loss_bbox_aux_dn: 0.651137 loss_giou_aux_dn: 2.291397 loss: 15.691077 eta: 44 days, 4:10:06 batch_cost: 1.0968 data_cost: 0.0366 ips: 7.2941 images/s
[08/08 16:14:05] ppdet.engine INFO: Epoch: [7] [40200/54024] learning_rate: 0.000100 loss_class: 0.741086 loss_bbox: 0.120016 loss_giou: 0.562722 loss_class_aux: 4.601632 loss_bbox_aux: 0.768273 loss_giou_aux: 3.486201 loss_class_dn: 0.387175 loss_bbox_dn: 0.104839 loss_giou_dn: 0.427359 loss_class_aux_dn: 2.077123 loss_bbox_aux_dn: 0.654803 loss_giou_aux_dn: 2.396190 loss: 16.701428 eta: 44 days, 4:06:54 batch_cost: 1.0771 data_cost: 0.0018 ips: 7.4273 images/s
[08/08 16:15:56] ppdet.engine INFO: Epoch: [7] [40300/54024] learning_rate: 0.000100 loss_class: 0.671582 loss_bbox: 0.114129 loss_giou: 0.480406 loss_class_aux: 4.187458 loss_bbox_aux: 0.762938 loss_giou_aux: 3.070125 loss_class_dn: 0.352897 loss_bbox_dn: 0.103480 loss_giou_dn: 0.389669 loss_class_aux_dn: 1.881444 loss_bbox_aux_dn: 0.657388 loss_giou_aux_dn: 2.208287 loss: 15.652280 eta: 44 days, 4:02:27 batch_cost: 1.0566 data_cost: 0.0014 ips: 7.5712 images/s
[08/08 16:17:52] ppdet.engine INFO: Epoch: [7] [40400/54024] learning_rate: 0.000100 loss_class: 0.689188 loss_bbox: 0.112667 loss_giou: 0.480962 loss_class_aux: 4.153543 loss_bbox_aux: 0.752727 loss_giou_aux: 3.029213 loss_class_dn: 0.349153 loss_bbox_dn: 0.107185 loss_giou_dn: 0.384796 loss_class_aux_dn: 1.904538 loss_bbox_aux_dn: 0.668046 loss_giou_aux_dn: 2.199417 loss: 15.035715 eta: 44 days, 4:00:49 batch_cost: 1.1028 data_cost: 0.0012 ips: 7.2540 images/s
[08/08 16:19:49] ppdet.engine INFO: Epoch: [7] [40500/54024] learning_rate: 0.000100 loss_class: 0.661943 loss_bbox: 0.109122 loss_giou: 0.482871 loss_class_aux: 4.077260 loss_bbox_aux: 0.713103 loss_giou_aux: 3.054502 loss_class_dn: 0.343675 loss_bbox_dn: 0.103895 loss_giou_dn: 0.367845 loss_class_aux_dn: 1.854497 loss_bbox_aux_dn: 0.612479 loss_giou_aux_dn: 2.129969 loss: 14.840237 eta: 44 days, 3:59:53 batch_cost: 1.1140 data_cost: 0.0401 ips: 7.1810 images/s
[08/08 16:21:44] ppdet.engine INFO: Epoch: [7] [40600/54024] learning_rate: 0.000100 loss_class: 0.720945 loss_bbox: 0.112064 loss_giou: 0.507408 loss_class_aux: 4.443279 loss_bbox_aux: 0.718111 loss_giou_aux: 3.109191 loss_class_dn: 0.350687 loss_bbox_dn: 0.105158 loss_giou_dn: 0.383402 loss_class_aux_dn: 1.922824 loss_bbox_aux_dn: 0.665660 loss_giou_aux_dn: 2.191985 loss: 15.209420 eta: 44 days, 3:58:03 batch_cost: 1.0993 data_cost: 0.0013 ips: 7.2772 images/s
[08/08 16:23:35] ppdet.engine INFO: Epoch: [7] [40700/54024] learning_rate: 0.000100 loss_class: 0.669610 loss_bbox: 0.105554 loss_giou: 0.513982 loss_class_aux: 4.140481 loss_bbox_aux: 0.675817 loss_giou_aux: 3.244453 loss_class_dn: 0.339329 loss_bbox_dn: 0.097325 loss_giou_dn: 0.376732 loss_class_aux_dn: 1.824214 loss_bbox_aux_dn: 0.597715 loss_giou_aux_dn: 2.174057 loss: 14.850508 eta: 44 days, 3:53:17 batch_cost: 1.0513 data_cost: 0.0013 ips: 7.6093 images/s
[08/08 16:25:27] ppdet.engine INFO: Epoch: [7] [40800/54024] learning_rate: 0.000100 loss_class: 0.669131 loss_bbox: 0.110869 loss_giou: 0.485974 loss_class_aux: 4.202615 loss_bbox_aux: 0.705883 loss_giou_aux: 3.032371 loss_class_dn: 0.340115 loss_bbox_dn: 0.106498 loss_giou_dn: 0.371208 loss_class_aux_dn: 1.852370 loss_bbox_aux_dn: 0.643291 loss_giou_aux_dn: 2.103085 loss: 14.581784 eta: 44 days, 3:49:45 batch_cost: 1.0713 data_cost: 0.0100 ips: 7.4674 images/s
[08/08 16:27:18] ppdet.engine INFO: Epoch: [7] [40900/54024] learning_rate: 0.000100 loss_class: 0.711846 loss_bbox: 0.113331 loss_giou: 0.499320 loss_class_aux: 4.361043 loss_bbox_aux: 0.762516 loss_giou_aux: 3.137501 loss_class_dn: 0.357322 loss_bbox_dn: 0.107154 loss_giou_dn: 0.395108 loss_class_aux_dn: 1.940960 loss_bbox_aux_dn: 0.676059 loss_giou_aux_dn: 2.237894 loss: 15.614681 eta: 44 days, 3:45:14 batch_cost: 1.0551 data_cost: 0.0034 ips: 7.5821 images/s
[08/08 16:29:12] ppdet.engine INFO: Epoch: [7] [41000/54024] learning_rate: 0.000100 loss_class: 0.719536 loss_bbox: 0.121363 loss_giou: 0.494399 loss_class_aux: 4.502515 loss_bbox_aux: 0.775130 loss_giou_aux: 3.019042 loss_class_dn: 0.350318 loss_bbox_dn: 0.108343 loss_giou_dn: 0.374463 loss_class_aux_dn: 1.911679 loss_bbox_aux_dn: 0.669630 loss_giou_aux_dn: 2.165094 loss: 15.795925 eta: 44 days, 3:42:23 batch_cost: 1.0828 data_cost: 0.0269 ips: 7.3886 images/s
[08/08 16:31:11] ppdet.engine INFO: Epoch: [7] [41100/54024] learning_rate: 0.000100 loss_class: 0.701297 loss_bbox: 0.114660 loss_giou: 0.525473 loss_class_aux: 4.311873 loss_bbox_aux: 0.720727 loss_giou_aux: 3.277655 loss_class_dn: 0.355420 loss_bbox_dn: 0.100323 loss_giou_dn: 0.412609 loss_class_aux_dn: 1.935298 loss_bbox_aux_dn: 0.642233 loss_giou_aux_dn: 2.357888 loss: 15.826802 eta: 44 days, 3:42:27 batch_cost: 1.1303 data_cost: 0.0013 ips: 7.0781 images/s
[08/08 16:33:11] ppdet.engine INFO: Epoch: [7] [41200/54024] learning_rate: 0.000100 loss_class: 0.669268 loss_bbox: 0.114332 loss_giou: 0.449081 loss_class_aux: 4.218664 loss_bbox_aux: 0.747779 loss_giou_aux: 2.832071 loss_class_dn: 0.325244 loss_bbox_dn: 0.107284 loss_giou_dn: 0.353988 loss_class_aux_dn: 1.803523 loss_bbox_aux_dn: 0.675759 loss_giou_aux_dn: 2.034879 loss: 14.533815 eta: 44 days, 3:43:31 batch_cost: 1.1472 data_cost: 0.0013 ips: 6.9734 images/s
[08/08 16:35:10] ppdet.engine INFO: Epoch: [7] [41300/54024] learning_rate: 0.000100 loss_class: 0.714113 loss_bbox: 0.109546 loss_giou: 0.500483 loss_class_aux: 4.477174 loss_bbox_aux: 0.726999 loss_giou_aux: 3.142759 loss_class_dn: 0.345272 loss_bbox_dn: 0.108472 loss_giou_dn: 0.397862 loss_class_aux_dn: 1.886017 loss_bbox_aux_dn: 0.680197 loss_giou_aux_dn: 2.239258 loss: 15.722020 eta: 44 days, 3:43:52 batch_cost: 1.1352 data_cost: 0.0598 ips: 7.0470 images/s
[08/08 16:37:04] ppdet.engine INFO: Epoch: [7] [41400/54024] learning_rate: 0.000100 loss_class: 0.709513 loss_bbox: 0.114934 loss_giou: 0.478124 loss_class_aux: 4.503484 loss_bbox_aux: 0.739322 loss_giou_aux: 2.992986 loss_class_dn: 0.339704 loss_bbox_dn: 0.109518 loss_giou_dn: 0.374579 loss_class_aux_dn: 1.911204 loss_bbox_aux_dn: 0.678534 loss_giou_aux_dn: 2.147300 loss: 15.294902 eta: 44 days, 3:40:52 batch_cost: 1.0799 data_cost: 0.0013 ips: 7.4081 images/s
[08/08 16:38:54] ppdet.engine INFO: Epoch: [7] [41500/54024] learning_rate: 0.000100 loss_class: 0.689784 loss_bbox: 0.108203 loss_giou: 0.519582 loss_class_aux: 4.287829 loss_bbox_aux: 0.703134 loss_giou_aux: 3.261213 loss_class_dn: 0.347217 loss_bbox_dn: 0.102017 loss_giou_dn: 0.403993 loss_class_aux_dn: 1.896459 loss_bbox_aux_dn: 0.642226 loss_giou_aux_dn: 2.320484 loss: 15.493501 eta: 44 days, 3:35:54 batch_cost: 1.0476 data_cost: 0.0019 ips: 7.6363 images/s
[08/08 16:40:50] ppdet.engine INFO: Epoch: [7] [41600/54024] learning_rate: 0.000100 loss_class: 0.686227 loss_bbox: 0.109966 loss_giou: 0.504720 loss_class_aux: 4.245580 loss_bbox_aux: 0.730693 loss_giou_aux: 3.156404 loss_class_dn: 0.344158 loss_bbox_dn: 0.104452 loss_giou_dn: 0.396001 loss_class_aux_dn: 1.841514 loss_bbox_aux_dn: 0.610541 loss_giou_aux_dn: 2.234755 loss: 15.174752 eta: 44 days, 3:34:30 batch_cost: 1.1065 data_cost: 0.0013 ips: 7.2300 images/s
[08/08 16:42:44] ppdet.engine INFO: Epoch: [7] [41700/54024] learning_rate: 0.000100 loss_class: 0.693097 loss_bbox: 0.112252 loss_giou: 0.489278 loss_class_aux: 4.346896 loss_bbox_aux: 0.735850 loss_giou_aux: 3.073247 loss_class_dn: 0.339224 loss_bbox_dn: 0.100919 loss_giou_dn: 0.379143 loss_class_aux_dn: 1.850570 loss_bbox_aux_dn: 0.631414 loss_giou_aux_dn: 2.166453 loss: 15.250972 eta: 44 days, 3:31:47 batch_cost: 1.0846 data_cost: 0.0020 ips: 7.3758 images/s
[08/08 16:44:44] ppdet.engine INFO: Epoch: [7] [41800/54024] learning_rate: 0.000100 loss_class: 0.699052 loss_bbox: 0.113489 loss_giou: 0.523616 loss_class_aux: 4.314493 loss_bbox_aux: 0.735411 loss_giou_aux: 3.275855 loss_class_dn: 0.355195 loss_bbox_dn: 0.110097 loss_giou_dn: 0.398970 loss_class_aux_dn: 1.909230 loss_bbox_aux_dn: 0.688729 loss_giou_aux_dn: 2.281640 loss: 15.068746 eta: 44 days, 3:32:45 batch_cost: 1.1456 data_cost: 0.0385 ips: 6.9833 images/s
[08/08 16:46:42] ppdet.engine INFO: Epoch: [7] [41900/54024] learning_rate: 0.000100 loss_class: 0.707754 loss_bbox: 0.113631 loss_giou: 0.484724 loss_class_aux: 4.546870 loss_bbox_aux: 0.739759 loss_giou_aux: 3.012344 loss_class_dn: 0.354637 loss_bbox_dn: 0.106963 loss_giou_dn: 0.390336 loss_class_aux_dn: 1.899355 loss_bbox_aux_dn: 0.662519 loss_giou_aux_dn: 2.220465 loss: 15.537602 eta: 44 days, 3:32:05 batch_cost: 1.1186 data_cost: 0.0019 ips: 7.1520 images/s
[08/08 16:48:35] ppdet.engine INFO: Epoch: [7] [42000/54024] learning_rate: 0.000100 loss_class: 0.725867 loss_bbox: 0.118476 loss_giou: 0.499807 loss_class_aux: 4.557637 loss_bbox_aux: 0.755253 loss_giou_aux: 3.126796 loss_class_dn: 0.367626 loss_bbox_dn: 0.107961 loss_giou_dn: 0.401642 loss_class_aux_dn: 1.976143 loss_bbox_aux_dn: 0.650846 loss_giou_aux_dn: 2.294271 loss: 15.494331 eta: 44 days, 3:28:36 batch_cost: 1.0720 data_cost: 0.0281 ips: 7.4624 images/s
[08/08 16:50:26] ppdet.engine INFO: Epoch: [7] [42100/54024] learning_rate: 0.000100 loss_class: 0.701373 loss_bbox: 0.114710 loss_giou: 0.485262 loss_class_aux: 4.345804 loss_bbox_aux: 0.758809 loss_giou_aux: 3.021598 loss_class_dn: 0.343981 loss_bbox_dn: 0.110532 loss_giou_dn: 0.369556 loss_class_aux_dn: 1.855132 loss_bbox_aux_dn: 0.672943 loss_giou_aux_dn: 2.116758 loss: 14.947723 eta: 44 days, 3:24:25 batch_cost: 1.0603 data_cost: 0.0013 ips: 7.5451 images/s
[08/08 16:52:24] ppdet.engine INFO: Epoch: [7] [42200/54024] learning_rate: 0.000100 loss_class: 0.668345 loss_bbox: 0.117754 loss_giou: 0.484429 loss_class_aux: 4.161936 loss_bbox_aux: 0.757070 loss_giou_aux: 3.066424 loss_class_dn: 0.343017 loss_bbox_dn: 0.108220 loss_giou_dn: 0.396216 loss_class_aux_dn: 1.852453 loss_bbox_aux_dn: 0.676434 loss_giou_aux_dn: 2.241066 loss: 14.944728 eta: 44 days, 3:23:42 batch_cost: 1.1178 data_cost: 0.0192 ips: 7.1567 images/s
[08/08 16:54:20] ppdet.engine INFO: Epoch: [7] [42300/54024] learning_rate: 0.000100 loss_class: 0.673102 loss_bbox: 0.103166 loss_giou: 0.458363 loss_class_aux: 4.202633 loss_bbox_aux: 0.658334 loss_giou_aux: 2.866511 loss_class_dn: 0.340837 loss_bbox_dn: 0.097591 loss_giou_dn: 0.376609 loss_class_aux_dn: 1.829011 loss_bbox_aux_dn: 0.594205 loss_giou_aux_dn: 2.134061 loss: 14.662851 eta: 44 days, 3:22:10 batch_cost: 1.1042 data_cost: 0.0013 ips: 7.2453 images/s
[08/08 16:56:13] ppdet.engine INFO: Epoch: [7] [42400/54024] learning_rate: 0.000100 loss_class: 0.678812 loss_bbox: 0.100109 loss_giou: 0.499048 loss_class_aux: 4.206250 loss_bbox_aux: 0.676153 loss_giou_aux: 3.123737 loss_class_dn: 0.338246 loss_bbox_dn: 0.095765 loss_giou_dn: 0.375354 loss_class_aux_dn: 1.819008 loss_bbox_aux_dn: 0.601664 loss_giou_aux_dn: 2.124220 loss: 14.684192 eta: 44 days, 3:18:58 batch_cost: 1.0765 data_cost: 0.0120 ips: 7.4318 images/s
[08/08 16:58:11] ppdet.engine INFO: Epoch: [7] [42500/54024] learning_rate: 0.000100 loss_class: 0.683578 loss_bbox: 0.116729 loss_giou: 0.496448 loss_class_aux: 4.276021 loss_bbox_aux: 0.744091 loss_giou_aux: 3.106326 loss_class_dn: 0.346262 loss_bbox_dn: 0.108143 loss_giou_dn: 0.359352 loss_class_aux_dn: 1.885691 loss_bbox_aux_dn: 0.645296 loss_giou_aux_dn: 2.098494 loss: 15.009371 eta: 44 days, 3:18:35 batch_cost: 1.1235 data_cost: 0.0249 ips: 7.1209 images/s
[08/08 17:00:03] ppdet.engine INFO: Epoch: [7] [42600/54024] learning_rate: 0.000100 loss_class: 0.706006 loss_bbox: 0.114897 loss_giou: 0.534908 loss_class_aux: 4.370818 loss_bbox_aux: 0.733305 loss_giou_aux: 3.348157 loss_class_dn: 0.347225 loss_bbox_dn: 0.103510 loss_giou_dn: 0.401742 loss_class_aux_dn: 1.882258 loss_bbox_aux_dn: 0.643303 loss_giou_aux_dn: 2.256021 loss: 15.093238 eta: 44 days, 3:14:18 batch_cost: 1.0583 data_cost: 0.0013 ips: 7.5590 images/s
[08/08 17:02:00] ppdet.engine INFO: Epoch: [7] [42700/54024] learning_rate: 0.000100 loss_class: 0.712869 loss_bbox: 0.106021 loss_giou: 0.440573 loss_class_aux: 4.419602 loss_bbox_aux: 0.686913 loss_giou_aux: 2.828023 loss_class_dn: 0.330763 loss_bbox_dn: 0.102486 loss_giou_dn: 0.360783 loss_class_aux_dn: 1.796249 loss_bbox_aux_dn: 0.640979 loss_giou_aux_dn: 2.063073 loss: 14.617350 eta: 44 days, 3:13:18 batch_cost: 1.1132 data_cost: 0.0130 ips: 7.1864 images/s
[08/08 17:03:52] ppdet.engine INFO: Epoch: [7] [42800/54024] learning_rate: 0.000100 loss_class: 0.714726 loss_bbox: 0.111462 loss_giou: 0.493539 loss_class_aux: 4.476287 loss_bbox_aux: 0.707466 loss_giou_aux: 3.031198 loss_class_dn: 0.339080 loss_bbox_dn: 0.105761 loss_giou_dn: 0.372451 loss_class_aux_dn: 1.874163 loss_bbox_aux_dn: 0.664624 loss_giou_aux_dn: 2.140823 loss: 15.403320 eta: 44 days, 3:09:13 batch_cost: 1.0616 data_cost: 0.0013 ips: 7.5358 images/s
[08/08 17:05:55] ppdet.engine INFO: Epoch: [7] [42900/54024] learning_rate: 0.000100 loss_class: 0.666892 loss_bbox: 0.105310 loss_giou: 0.513026 loss_class_aux: 4.184242 loss_bbox_aux: 0.693971 loss_giou_aux: 3.234494 loss_class_dn: 0.345018 loss_bbox_dn: 0.105286 loss_giou_dn: 0.394309 loss_class_aux_dn: 1.862901 loss_bbox_aux_dn: 0.630834 loss_giou_aux_dn: 2.215399 loss: 14.790363 eta: 44 days, 3:12:10 batch_cost: 1.1793 data_cost: 0.0013 ips: 6.7840 images/s
[08/08 17:07:59] ppdet.engine INFO: Epoch: [7] [43000/54024] learning_rate: 0.000100 loss_class: 0.697494 loss_bbox: 0.118198 loss_giou: 0.507266 loss_class_aux: 4.365695 loss_bbox_aux: 0.781805 loss_giou_aux: 3.191541 loss_class_dn: 0.347191 loss_bbox_dn: 0.115382 loss_giou_dn: 0.396486 loss_class_aux_dn: 1.898843 loss_bbox_aux_dn: 0.730842 loss_giou_aux_dn: 2.256243 loss: 15.118843 eta: 44 days, 3:15:36 batch_cost: 1.1878 data_cost: 0.0235 ips: 6.7349 images/s
[08/08 17:09:59] ppdet.engine INFO: Epoch: [7] [43100/54024] learning_rate: 0.000100 loss_class: 0.679209 loss_bbox: 0.109041 loss_giou: 0.452922 loss_class_aux: 4.198294 loss_bbox_aux: 0.724914 loss_giou_aux: 2.913666 loss_class_dn: 0.332587 loss_bbox_dn: 0.104131 loss_giou_dn: 0.367060 loss_class_aux_dn: 1.801906 loss_bbox_aux_dn: 0.647469 loss_giou_aux_dn: 2.068715 loss: 14.536432 eta: 44 days, 3:16:23 batch_cost: 1.1434 data_cost: 0.0240 ips: 6.9969 images/s
[08/08 17:12:03] ppdet.engine INFO: Epoch: [7] [43200/54024] learning_rate: 0.000100 loss_class: 0.673054 loss_bbox: 0.109926 loss_giou: 0.512304 loss_class_aux: 4.183445 loss_bbox_aux: 0.724547 loss_giou_aux: 3.189873 loss_class_dn: 0.355673 loss_bbox_dn: 0.102707 loss_giou_dn: 0.388858 loss_class_aux_dn: 1.914886 loss_bbox_aux_dn: 0.640821 loss_giou_aux_dn: 2.230943 loss: 15.136364 eta: 44 days, 3:19:07 batch_cost: 1.1761 data_cost: 0.0922 ips: 6.8023 images/s
[08/08 17:13:55] ppdet.engine INFO: Epoch: [7] [43300/54024] learning_rate: 0.000100 loss_class: 0.676505 loss_bbox: 0.120050 loss_giou: 0.492116 loss_class_aux: 4.213517 loss_bbox_aux: 0.790613 loss_giou_aux: 3.031258 loss_class_dn: 0.339894 loss_bbox_dn: 0.114333 loss_giou_dn: 0.377401 loss_class_aux_dn: 1.846222 loss_bbox_aux_dn: 0.683254 loss_giou_aux_dn: 2.155265 loss: 15.486373 eta: 44 days, 3:15:09 batch_cost: 1.0637 data_cost: 0.0012 ips: 7.5210 images/s
[08/08 17:16:01] ppdet.engine INFO: Epoch: [7] [43400/54024] learning_rate: 0.000100 loss_class: 0.702649 loss_bbox: 0.103220 loss_giou: 0.480775 loss_class_aux: 4.323541 loss_bbox_aux: 0.682434 loss_giou_aux: 3.009310 loss_class_dn: 0.342839 loss_bbox_dn: 0.094241 loss_giou_dn: 0.369851 loss_class_aux_dn: 1.839436 loss_bbox_aux_dn: 0.597072 loss_giou_aux_dn: 2.077023 loss: 15.122273 eta: 44 days, 3:19:56 batch_cost: 1.2110 data_cost: 0.0012 ips: 6.6061 images/s
[08/08 17:17:55] ppdet.engine INFO: Epoch: [7] [43500/54024] learning_rate: 0.000100 loss_class: 0.698610 loss_bbox: 0.114993 loss_giou: 0.472170 loss_class_aux: 4.329774 loss_bbox_aux: 0.768064 loss_giou_aux: 2.957214 loss_class_dn: 0.339778 loss_bbox_dn: 0.112366 loss_giou_dn: 0.378878 loss_class_aux_dn: 1.842599 loss_bbox_aux_dn: 0.697034 loss_giou_aux_dn: 2.134104 loss: 15.120295 eta: 44 days, 3:17:16 batch_cost: 1.0856 data_cost: 0.0174 ips: 7.3695 images/s
[08/08 17:19:54] ppdet.engine INFO: Epoch: [7] [43600/54024] learning_rate: 0.000100 loss_class: 0.676684 loss_bbox: 0.107373 loss_giou: 0.464440 loss_class_aux: 4.213853 loss_bbox_aux: 0.703716 loss_giou_aux: 2.927809 loss_class_dn: 0.338056 loss_bbox_dn: 0.096380 loss_giou_dn: 0.381385 loss_class_aux_dn: 1.817697 loss_bbox_aux_dn: 0.604703 loss_giou_aux_dn: 2.163803 loss: 15.039518 eta: 44 days, 3:17:27 batch_cost: 1.1337 data_cost: 0.0358 ips: 7.0567 images/s
[08/08 17:21:50] ppdet.engine INFO: Epoch: [7] [43700/54024] learning_rate: 0.000100 loss_class: 0.713094 loss_bbox: 0.118640 loss_giou: 0.493117 loss_class_aux: 4.406753 loss_bbox_aux: 0.748334 loss_giou_aux: 3.113051 loss_class_dn: 0.361351 loss_bbox_dn: 0.103589 loss_giou_dn: 0.377532 loss_class_aux_dn: 1.937210 loss_bbox_aux_dn: 0.643451 loss_giou_aux_dn: 2.167884 loss: 16.110082 eta: 44 days, 3:15:49 batch_cost: 1.1030 data_cost: 0.0013 ips: 7.2530 images/s
[08/08 17:23:46] ppdet.engine INFO: Epoch: [7] [43800/54024] learning_rate: 0.000100 loss_class: 0.705379 loss_bbox: 0.109247 loss_giou: 0.530800 loss_class_aux: 4.366793 loss_bbox_aux: 0.704311 loss_giou_aux: 3.308731 loss_class_dn: 0.351508 loss_bbox_dn: 0.099665 loss_giou_dn: 0.387041 loss_class_aux_dn: 1.892119 loss_bbox_aux_dn: 0.620237 loss_giou_aux_dn: 2.241719 loss: 15.623472 eta: 44 days, 3:14:09 batch_cost: 1.1024 data_cost: 0.0012 ips: 7.2569 images/s
[08/08 17:25:46] ppdet.engine INFO: Epoch: [7] [43900/54024] learning_rate: 0.000100 loss_class: 0.736596 loss_bbox: 0.114886 loss_giou: 0.505320 loss_class_aux: 4.621394 loss_bbox_aux: 0.759046 loss_giou_aux: 3.210034 loss_class_dn: 0.377089 loss_bbox_dn: 0.110031 loss_giou_dn: 0.400139 loss_class_aux_dn: 2.029626 loss_bbox_aux_dn: 0.695394 loss_giou_aux_dn: 2.283021 loss: 16.447412 eta: 44 days, 3:15:21 batch_cost: 1.1508 data_cost: 0.0328 ips: 6.9514 images/s
[08/08 17:27:36] ppdet.engine INFO: Epoch: [7] [44000/54024] learning_rate: 0.000100 loss_class: 0.677573 loss_bbox: 0.109590 loss_giou: 0.477727 loss_class_aux: 4.311570 loss_bbox_aux: 0.719955 loss_giou_aux: 3.000234 loss_class_dn: 0.349069 loss_bbox_dn: 0.106704 loss_giou_dn: 0.394060 loss_class_aux_dn: 1.882078 loss_bbox_aux_dn: 0.664518 loss_giou_aux_dn: 2.219708 loss: 15.234453 eta: 44 days, 3:10:39 batch_cost: 1.0512 data_cost: 0.0206 ips: 7.6106 images/s
[08/08 17:29:37] ppdet.engine INFO: Epoch: [7] [44100/54024] learning_rate: 0.000100 loss_class: 0.702998 loss_bbox: 0.108673 loss_giou: 0.471297 loss_class_aux: 4.414937 loss_bbox_aux: 0.712825 loss_giou_aux: 3.019475 loss_class_dn: 0.342735 loss_bbox_dn: 0.101444 loss_giou_dn: 0.377961 loss_class_aux_dn: 1.833009 loss_bbox_aux_dn: 0.623214 loss_giou_aux_dn: 2.205081 loss: 15.357458 eta: 44 days, 3:12:04 batch_cost: 1.1547 data_cost: 0.0013 ips: 6.9280 images/s
[08/08 17:31:29] ppdet.engine INFO: Epoch: [7] [44200/54024] learning_rate: 0.000100 loss_class: 0.668008 loss_bbox: 0.104674 loss_giou: 0.450138 loss_class_aux: 4.177805 loss_bbox_aux: 0.667429 loss_giou_aux: 2.744301 loss_class_dn: 0.321860 loss_bbox_dn: 0.104624 loss_giou_dn: 0.358526 loss_class_aux_dn: 1.748832 loss_bbox_aux_dn: 0.652511 loss_giou_aux_dn: 2.020102 loss: 13.664829 eta: 44 days, 3:08:10 batch_cost: 1.0647 data_cost: 0.0013 ips: 7.5141 images/s
[08/08 17:33:20] ppdet.engine INFO: Epoch: [7] [44300/54024] learning_rate: 0.000100 loss_class: 0.695854 loss_bbox: 0.112722 loss_giou: 0.478035 loss_class_aux: 4.344610 loss_bbox_aux: 0.744452 loss_giou_aux: 3.030154 loss_class_dn: 0.350630 loss_bbox_dn: 0.100325 loss_giou_dn: 0.358747 loss_class_aux_dn: 1.880447 loss_bbox_aux_dn: 0.643797 loss_giou_aux_dn: 2.055024 loss: 15.094201 eta: 44 days, 3:03:30 batch_cost: 1.0513 data_cost: 0.0047 ips: 7.6095 images/s
[08/08 17:35:12] ppdet.engine INFO: Epoch: [7] [44400/54024] learning_rate: 0.000100 loss_class: 0.684895 loss_bbox: 0.109140 loss_giou: 0.451212 loss_class_aux: 4.160691 loss_bbox_aux: 0.724344 loss_giou_aux: 2.860955 loss_class_dn: 0.339383 loss_bbox_dn: 0.106980 loss_giou_dn: 0.354975 loss_class_aux_dn: 1.842920 loss_bbox_aux_dn: 0.649265 loss_giou_aux_dn: 2.028000 loss: 14.311972 eta: 44 days, 2:59:01 batch_cost: 1.0545 data_cost: 0.0012 ips: 7.5863 images/s
[08/08 17:37:08] ppdet.engine INFO: Epoch: [7] [44500/54024] learning_rate: 0.000100 loss_class: 0.694767 loss_bbox: 0.108315 loss_giou: 0.476745 loss_class_aux: 4.317425 loss_bbox_aux: 0.714700 loss_giou_aux: 2.985737 loss_class_dn: 0.355901 loss_bbox_dn: 0.106437 loss_giou_dn: 0.376290 loss_class_aux_dn: 1.937975 loss_bbox_aux_dn: 0.643823 loss_giou_aux_dn: 2.218153 loss: 15.409174 eta: 44 days, 2:57:31 batch_cost: 1.1053 data_cost: 0.0088 ips: 7.2380 images/s
[08/08 17:39:04] ppdet.engine INFO: Epoch: [7] [44600/54024] learning_rate: 0.000100 loss_class: 0.735882 loss_bbox: 0.110303 loss_giou: 0.525918 loss_class_aux: 4.592058 loss_bbox_aux: 0.736747 loss_giou_aux: 3.234407 loss_class_dn: 0.371445 loss_bbox_dn: 0.103119 loss_giou_dn: 0.404597 loss_class_aux_dn: 1.985559 loss_bbox_aux_dn: 0.631955 loss_giou_aux_dn: 2.305914 loss: 15.913730 eta: 44 days, 2:56:21 batch_cost: 1.1109 data_cost: 0.0234 ips: 7.2015 images/s
[08/08 17:40:56] ppdet.engine INFO: Epoch: [7] [44700/54024] learning_rate: 0.000100 loss_class: 0.694739 loss_bbox: 0.115697 loss_giou: 0.540303 loss_class_aux: 4.326260 loss_bbox_aux: 0.768780 loss_giou_aux: 3.363885 loss_class_dn: 0.357690 loss_bbox_dn: 0.104571 loss_giou_dn: 0.402053 loss_class_aux_dn: 1.926155 loss_bbox_aux_dn: 0.643274 loss_giou_aux_dn: 2.315364 loss: 15.711728 eta: 44 days, 2:52:27 batch_cost: 1.0641 data_cost: 0.0013 ips: 7.5178 images/s
[08/08 17:42:51] ppdet.engine INFO: Epoch: [7] [44800/54024] learning_rate: 0.000100 loss_class: 0.686324 loss_bbox: 0.108897 loss_giou: 0.469151 loss_class_aux: 4.267602 loss_bbox_aux: 0.696198 loss_giou_aux: 2.917622 loss_class_dn: 0.340705 loss_bbox_dn: 0.094726 loss_giou_dn: 0.372495 loss_class_aux_dn: 1.821633 loss_bbox_aux_dn: 0.610409 loss_giou_aux_dn: 2.158641 loss: 15.184953 eta: 44 days, 2:50:24 batch_cost: 1.0960 data_cost: 0.0289 ips: 7.2993 images/s
[08/08 17:44:52] ppdet.engine INFO: Epoch: [7] [44900/54024] learning_rate: 0.000100 loss_class: 0.705637 loss_bbox: 0.116239 loss_giou: 0.488812 loss_class_aux: 4.346354 loss_bbox_aux: 0.743599 loss_giou_aux: 3.057971 loss_class_dn: 0.348439 loss_bbox_dn: 0.103826 loss_giou_dn: 0.384287 loss_class_aux_dn: 1.902644 loss_bbox_aux_dn: 0.672424 loss_giou_aux_dn: 2.202009 loss: 15.155777 eta: 44 days, 2:51:17 batch_cost: 1.1461 data_cost: 0.0108 ips: 6.9805 images/s
[08/08 17:46:53] ppdet.engine INFO: Epoch: [7] [45000/54024] learning_rate: 0.000100 loss_class: 0.668291 loss_bbox: 0.113334 loss_giou: 0.479864 loss_class_aux: 4.183575 loss_bbox_aux: 0.739277 loss_giou_aux: 2.977000 loss_class_dn: 0.339804 loss_bbox_dn: 0.106933 loss_giou_dn: 0.357333 loss_class_aux_dn: 1.853047 loss_bbox_aux_dn: 0.656718 loss_giou_aux_dn: 2.024730 loss: 14.500030 eta: 44 days, 2:52:41 batch_cost: 1.1549 data_cost: 0.0717 ips: 6.9267 images/s
[08/08 17:48:44] ppdet.engine INFO: Epoch: [7] [45100/54024] learning_rate: 0.000100 loss_class: 0.664950 loss_bbox: 0.101050 loss_giou: 0.470964 loss_class_aux: 4.122046 loss_bbox_aux: 0.655499 loss_giou_aux: 2.910860 loss_class_dn: 0.320857 loss_bbox_dn: 0.100775 loss_giou_dn: 0.357351 loss_class_aux_dn: 1.719695 loss_bbox_aux_dn: 0.612145 loss_giou_aux_dn: 2.032342 loss: 14.220495 eta: 44 days, 2:48:14 batch_cost: 1.0548 data_cost: 0.0013 ips: 7.5847 images/s
[08/08 17:50:57] ppdet.engine INFO: Epoch: [7] [45200/54024] learning_rate: 0.000100 loss_class: 0.691284 loss_bbox: 0.108609 loss_giou: 0.511151 loss_class_aux: 4.251712 loss_bbox_aux: 0.712616 loss_giou_aux: 3.233417 loss_class_dn: 0.359793 loss_bbox_dn: 0.105001 loss_giou_dn: 0.394146 loss_class_aux_dn: 1.936403 loss_bbox_aux_dn: 0.631394 loss_giou_aux_dn: 2.240095 loss: 15.491284 eta: 44 days, 2:57:01 batch_cost: 1.2818 data_cost: 0.1913 ips: 6.2414 images/s
[08/08 17:52:50] ppdet.engine INFO: Epoch: [7] [45300/54024] learning_rate: 0.000100 loss_class: 0.720297 loss_bbox: 0.113395 loss_giou: 0.521538 loss_class_aux: 4.516281 loss_bbox_aux: 0.726375 loss_giou_aux: 3.245629 loss_class_dn: 0.351639 loss_bbox_dn: 0.108676 loss_giou_dn: 0.412631 loss_class_aux_dn: 1.897054 loss_bbox_aux_dn: 0.667421 loss_giou_aux_dn: 2.333420 loss: 15.886652 eta: 44 days, 2:53:34 batch_cost: 1.0720 data_cost: 0.0014 ips: 7.4630 images/s
[08/08 17:54:50] ppdet.engine INFO: Epoch: [7] [45400/54024] learning_rate: 0.000100 loss_class: 0.657857 loss_bbox: 0.103223 loss_giou: 0.493979 loss_class_aux: 4.107982 loss_bbox_aux: 0.688442 loss_giou_aux: 3.046873 loss_class_dn: 0.332025 loss_bbox_dn: 0.098652 loss_giou_dn: 0.365463 loss_class_aux_dn: 1.786585 loss_bbox_aux_dn: 0.604990 loss_giou_aux_dn: 2.056860 loss: 14.328432 eta: 44 days, 2:54:13 batch_cost: 1.1425 data_cost: 0.0013 ips: 7.0023 images/s
[08/08 17:56:54] ppdet.engine INFO: Epoch: [7] [45500/54024] learning_rate: 0.000100 loss_class: 0.683666 loss_bbox: 0.110697 loss_giou: 0.478184 loss_class_aux: 4.161199 loss_bbox_aux: 0.734543 loss_giou_aux: 3.047694 loss_class_dn: 0.350357 loss_bbox_dn: 0.098544 loss_giou_dn: 0.379295 loss_class_aux_dn: 1.869130 loss_bbox_aux_dn: 0.626445 loss_giou_aux_dn: 2.195801 loss: 15.470169 eta: 44 days, 2:57:08 batch_cost: 1.1817 data_cost: 0.1215 ips: 6.7702 images/s
[08/08 17:59:38] ppdet.engine INFO: Epoch: [7] [45600/54024] learning_rate: 0.000100 loss_class: 0.712309 loss_bbox: 0.112914 loss_giou: 0.528836 loss_class_aux: 4.348851 loss_bbox_aux: 0.730319 loss_giou_aux: 3.274970 loss_class_dn: 0.350303 loss_bbox_dn: 0.107050 loss_giou_dn: 0.391431 loss_class_aux_dn: 1.917776 loss_bbox_aux_dn: 0.653973 loss_giou_aux_dn: 2.251401 loss: 15.476849 eta: 44 days, 3:23:33 batch_cost: 1.5872 data_cost: 0.0012 ips: 5.0402 images/s
[08/08 18:01:43] ppdet.engine INFO: Epoch: [7] [45700/54024] learning_rate: 0.000100 loss_class: 0.700755 loss_bbox: 0.107967 loss_giou: 0.479413 loss_class_aux: 4.240514 loss_bbox_aux: 0.701329 loss_giou_aux: 3.040510 loss_class_dn: 0.338763 loss_bbox_dn: 0.103642 loss_giou_dn: 0.376414 loss_class_aux_dn: 1.818696 loss_bbox_aux_dn: 0.641534 loss_giou_aux_dn: 2.140840 loss: 14.689502 eta: 44 days, 3:26:52 batch_cost: 1.1891 data_cost: 0.0430 ips: 6.7275 images/s
[08/08 18:03:42] ppdet.engine INFO: Epoch: [7] [45800/54024] learning_rate: 0.000100 loss_class: 0.694676 loss_bbox: 0.110944 loss_giou: 0.482818 loss_class_aux: 4.339421 loss_bbox_aux: 0.719238 loss_giou_aux: 3.025841 loss_class_dn: 0.341412 loss_bbox_dn: 0.106285 loss_giou_dn: 0.372146 loss_class_aux_dn: 1.873153 loss_bbox_aux_dn: 0.644144 loss_giou_aux_dn: 2.141093 loss: 14.968930 eta: 44 days, 3:27:02 batch_cost: 1.1352 data_cost: 0.0018 ips: 7.0472 images/s
[08/08 18:05:34] ppdet.engine INFO: Epoch: [7] [45900/54024] learning_rate: 0.000100 loss_class: 0.676108 loss_bbox: 0.109273 loss_giou: 0.457024 loss_class_aux: 4.150375 loss_bbox_aux: 0.682703 loss_giou_aux: 2.850697 loss_class_dn: 0.335410 loss_bbox_dn: 0.102343 loss_giou_dn: 0.364407 loss_class_aux_dn: 1.795559 loss_bbox_aux_dn: 0.614468 loss_giou_aux_dn: 2.104659 loss: 14.970812 eta: 44 days, 3:23:18 batch_cost: 1.0676 data_cost: 0.0144 ips: 7.4931 images/s
[08/08 18:07:25] ppdet.engine INFO: Epoch: [7] [46000/54024] learning_rate: 0.000100 loss_class: 0.680393 loss_bbox: 0.104185 loss_giou: 0.455649 loss_class_aux: 4.219390 loss_bbox_aux: 0.695808 loss_giou_aux: 2.817234 loss_class_dn: 0.330447 loss_bbox_dn: 0.099540 loss_giou_dn: 0.368435 loss_class_aux_dn: 1.793173 loss_bbox_aux_dn: 0.611967 loss_giou_aux_dn: 2.086336 loss: 14.434938 eta: 44 days, 3:18:56 batch_cost: 1.0564 data_cost: 0.0013 ips: 7.5728 images/s
[08/08 18:09:18] ppdet.engine INFO: Epoch: [7] [46100/54024] learning_rate: 0.000100 loss_class: 0.679512 loss_bbox: 0.111556 loss_giou: 0.495216 loss_class_aux: 4.250028 loss_bbox_aux: 0.711039 loss_giou_aux: 3.087153 loss_class_dn: 0.336992 loss_bbox_dn: 0.103520 loss_giou_dn: 0.372590 loss_class_aux_dn: 1.826454 loss_bbox_aux_dn: 0.618695 loss_giou_aux_dn: 2.148722 loss: 14.571797 eta: 44 days, 3:15:38 batch_cost: 1.0751 data_cost: 0.0013 ips: 7.4409 images/s
[08/08 18:11:15] ppdet.engine INFO: Epoch: [7] [46200/54024] learning_rate: 0.000100 loss_class: 0.666046 loss_bbox: 0.113436 loss_giou: 0.480465 loss_class_aux: 4.085182 loss_bbox_aux: 0.739408 loss_giou_aux: 3.053687 loss_class_dn: 0.335553 loss_bbox_dn: 0.103682 loss_giou_dn: 0.372765 loss_class_aux_dn: 1.821974 loss_bbox_aux_dn: 0.615103 loss_giou_aux_dn: 2.160730 loss: 15.016881 eta: 44 days, 3:14:30 batch_cost: 1.1125 data_cost: 0.0012 ips: 7.1910 images/s
[08/08 18:13:20] ppdet.engine INFO: Epoch: [7] [46300/54024] learning_rate: 0.000100 loss_class: 0.702780 loss_bbox: 0.109935 loss_giou: 0.488154 loss_class_aux: 4.312565 loss_bbox_aux: 0.694068 loss_giou_aux: 3.057305 loss_class_dn: 0.334974 loss_bbox_dn: 0.107553 loss_giou_dn: 0.374553 loss_class_aux_dn: 1.809835 loss_bbox_aux_dn: 0.656436 loss_giou_aux_dn: 2.128954 loss: 14.592179 eta: 44 days, 3:17:52 batch_cost: 1.1906 data_cost: 0.0403 ips: 6.7195 images/s
[08/08 18:15:24] ppdet.engine INFO: Epoch: [7] [46400/54024] learning_rate: 0.000100 loss_class: 0.686926 loss_bbox: 0.114708 loss_giou: 0.533956 loss_class_aux: 4.282970 loss_bbox_aux: 0.756112 loss_giou_aux: 3.337430 loss_class_dn: 0.365692 loss_bbox_dn: 0.106322 loss_giou_dn: 0.406970 loss_class_aux_dn: 1.968501 loss_bbox_aux_dn: 0.662197 loss_giou_aux_dn: 2.322055 loss: 16.098959 eta: 44 days, 3:21:04 batch_cost: 1.1883 data_cost: 0.0512 ips: 6.7324 images/s
[08/08 18:17:16] ppdet.engine INFO: Epoch: [7] [46500/54024] learning_rate: 0.000100 loss_class: 0.699916 loss_bbox: 0.116895 loss_giou: 0.509634 loss_class_aux: 4.376503 loss_bbox_aux: 0.748835 loss_giou_aux: 3.181052 loss_class_dn: 0.351121 loss_bbox_dn: 0.102366 loss_giou_dn: 0.387348 loss_class_aux_dn: 1.891366 loss_bbox_aux_dn: 0.614247 loss_giou_aux_dn: 2.210664 loss: 15.355551 eta: 44 days, 3:17:13 batch_cost: 1.0654 data_cost: 0.0052 ips: 7.5092 images/s
[08/08 18:19:24] ppdet.engine INFO: Epoch: [7] [46600/54024] learning_rate: 0.000100 loss_class: 0.728963 loss_bbox: 0.119824 loss_giou: 0.536944 loss_class_aux: 4.437992 loss_bbox_aux: 0.766139 loss_giou_aux: 3.403661 loss_class_dn: 0.359077 loss_bbox_dn: 0.105088 loss_giou_dn: 0.407829 loss_class_aux_dn: 1.912755 loss_bbox_aux_dn: 0.628715 loss_giou_aux_dn: 2.354591 loss: 16.114512 eta: 44 days, 3:22:22 batch_cost: 1.2222 data_cost: 0.0015 ips: 6.5457 images/s
[08/08 18:21:28] ppdet.engine INFO: Epoch: [7] [46700/54024] learning_rate: 0.000100 loss_class: 0.692785 loss_bbox: 0.110127 loss_giou: 0.512764 loss_class_aux: 4.325693 loss_bbox_aux: 0.726641 loss_giou_aux: 3.171575 loss_class_dn: 0.353146 loss_bbox_dn: 0.103886 loss_giou_dn: 0.388202 loss_class_aux_dn: 1.885267 loss_bbox_aux_dn: 0.635404 loss_giou_aux_dn: 2.252660 loss: 15.546319 eta: 44 days, 3:24:57 batch_cost: 1.1779 data_cost: 0.0013 ips: 6.7920 images/s
[08/08 18:23:24] ppdet.engine INFO: Epoch: [7] [46800/54024] learning_rate: 0.000100 loss_class: 0.711873 loss_bbox: 0.106475 loss_giou: 0.524020 loss_class_aux: 4.368438 loss_bbox_aux: 0.716819 loss_giou_aux: 3.262370 loss_class_dn: 0.358332 loss_bbox_dn: 0.099482 loss_giou_dn: 0.383670 loss_class_aux_dn: 1.921648 loss_bbox_aux_dn: 0.635732 loss_giou_aux_dn: 2.196991 loss: 15.076972 eta: 44 days, 3:23:15 batch_cost: 1.1029 data_cost: 0.0013 ips: 7.2534 images/s
[08/08 18:25:16] ppdet.engine INFO: Epoch: [7] [46900/54024] learning_rate: 0.000100 loss_class: 0.692781 loss_bbox: 0.104298 loss_giou: 0.488751 loss_class_aux: 4.309346 loss_bbox_aux: 0.694884 loss_giou_aux: 3.029296 loss_class_dn: 0.355018 loss_bbox_dn: 0.104469 loss_giou_dn: 0.383564 loss_class_aux_dn: 1.870152 loss_bbox_aux_dn: 0.651262 loss_giou_aux_dn: 2.193141 loss: 15.389716 eta: 44 days, 3:19:21 batch_cost: 1.0648 data_cost: 0.0013 ips: 7.5133 images/s
[08/08 18:27:28] ppdet.engine INFO: Epoch: [7] [47000/54024] learning_rate: 0.000100 loss_class: 0.678344 loss_bbox: 0.111807 loss_giou: 0.520621 loss_class_aux: 4.221532 loss_bbox_aux: 0.740306 loss_giou_aux: 3.233526 loss_class_dn: 0.354465 loss_bbox_dn: 0.106176 loss_giou_dn: 0.400375 loss_class_aux_dn: 1.904778 loss_bbox_aux_dn: 0.655040 loss_giou_aux_dn: 2.240470 loss: 15.366058 eta: 44 days, 3:27:03 batch_cost: 1.2676 data_cost: 0.0013 ips: 6.3112 images/s
[08/08 18:29:26] ppdet.engine INFO: Epoch: [7] [47100/54024] learning_rate: 0.000100 loss_class: 0.650276 loss_bbox: 0.108678 loss_giou: 0.462057 loss_class_aux: 4.047649 loss_bbox_aux: 0.727038 loss_giou_aux: 2.885742 loss_class_dn: 0.332990 loss_bbox_dn: 0.106554 loss_giou_dn: 0.370529 loss_class_aux_dn: 1.785274 loss_bbox_aux_dn: 0.637881 loss_giou_aux_dn: 2.094513 loss: 14.754573 eta: 44 days, 3:26:28 batch_cost: 1.1226 data_cost: 0.0013 ips: 7.1264 images/s
[08/08 18:31:21] ppdet.engine INFO: Epoch: [7] [47200/54024] learning_rate: 0.000100 loss_class: 0.723997 loss_bbox: 0.114295 loss_giou: 0.532624 loss_class_aux: 4.466218 loss_bbox_aux: 0.767576 loss_giou_aux: 3.258777 loss_class_dn: 0.359711 loss_bbox_dn: 0.104953 loss_giou_dn: 0.401392 loss_class_aux_dn: 1.950842 loss_bbox_aux_dn: 0.645986 loss_giou_aux_dn: 2.278522 loss: 15.803565 eta: 44 days, 3:24:16 batch_cost: 1.0945 data_cost: 0.0034 ips: 7.3090 images/s
[08/08 18:33:20] ppdet.engine INFO: Epoch: [7] [47300/54024] learning_rate: 0.000100 loss_class: 0.650010 loss_bbox: 0.103794 loss_giou: 0.529571 loss_class_aux: 4.094017 loss_bbox_aux: 0.685764 loss_giou_aux: 3.275033 loss_class_dn: 0.334225 loss_bbox_dn: 0.095435 loss_giou_dn: 0.393744 loss_class_aux_dn: 1.797441 loss_bbox_aux_dn: 0.575097 loss_giou_aux_dn: 2.233533 loss: 14.899119 eta: 44 days, 3:24:42 batch_cost: 1.1408 data_cost: 0.0611 ips: 7.0128 images/s
[08/08 18:35:14] ppdet.engine INFO: Epoch: [7] [47400/54024] learning_rate: 0.000100 loss_class: 0.687198 loss_bbox: 0.108124 loss_giou: 0.465165 loss_class_aux: 4.237488 loss_bbox_aux: 0.709785 loss_giou_aux: 2.896905 loss_class_dn: 0.346696 loss_bbox_dn: 0.103222 loss_giou_dn: 0.364464 loss_class_aux_dn: 1.893035 loss_bbox_aux_dn: 0.634116 loss_giou_aux_dn: 2.104064 loss: 15.143376 eta: 44 days, 3:21:43 batch_cost: 1.0808 data_cost: 0.0013 ips: 7.4022 images/s
[08/08 18:37:08] ppdet.engine INFO: Epoch: [7] [47500/54024] learning_rate: 0.000100 loss_class: 0.713967 loss_bbox: 0.115948 loss_giou: 0.524526 loss_class_aux: 4.382400 loss_bbox_aux: 0.749702 loss_giou_aux: 3.231980 loss_class_dn: 0.346971 loss_bbox_dn: 0.103316 loss_giou_dn: 0.385888 loss_class_aux_dn: 1.877314 loss_bbox_aux_dn: 0.640922 loss_giou_aux_dn: 2.219091 loss: 15.486297 eta: 44 days, 3:19:19 batch_cost: 1.0908 data_cost: 0.0385 ips: 7.3343 images/s
[08/08 18:39:02] ppdet.engine INFO: Epoch: [7] [47600/54024] learning_rate: 0.000100 loss_class: 0.708972 loss_bbox: 0.114448 loss_giou: 0.485636 loss_class_aux: 4.415402 loss_bbox_aux: 0.764055 loss_giou_aux: 3.050074 loss_class_dn: 0.351450 loss_bbox_dn: 0.103487 loss_giou_dn: 0.391532 loss_class_aux_dn: 1.896638 loss_bbox_aux_dn: 0.622305 loss_giou_aux_dn: 2.217977 loss: 15.723117 eta: 44 days, 3:16:23 batch_cost: 1.0817 data_cost: 0.0013 ips: 7.3956 images/s
[08/08 18:40:59] ppdet.engine INFO: Epoch: [7] [47700/54024] learning_rate: 0.000100 loss_class: 0.728609 loss_bbox: 0.114199 loss_giou: 0.498130 loss_class_aux: 4.530011 loss_bbox_aux: 0.744289 loss_giou_aux: 3.091193 loss_class_dn: 0.348182 loss_bbox_dn: 0.110378 loss_giou_dn: 0.385255 loss_class_aux_dn: 1.880169 loss_bbox_aux_dn: 0.677614 loss_giou_aux_dn: 2.207796 loss: 15.202856 eta: 44 days, 3:15:03 batch_cost: 1.1098 data_cost: 0.0028 ips: 7.2087 images/s
[08/08 18:43:00] ppdet.engine INFO: Epoch: [7] [47800/54024] learning_rate: 0.000100 loss_class: 0.690408 loss_bbox: 0.113140 loss_giou: 0.477480 loss_class_aux: 4.318623 loss_bbox_aux: 0.736244 loss_giou_aux: 2.956320 loss_class_dn: 0.335216 loss_bbox_dn: 0.109229 loss_giou_dn: 0.378092 loss_class_aux_dn: 1.840182 loss_bbox_aux_dn: 0.655400 loss_giou_aux_dn: 2.140766 loss: 15.309875 eta: 44 days, 3:16:23 batch_cost: 1.1567 data_cost: 0.0021 ips: 6.9165 images/s
[08/08 18:44:53] ppdet.engine INFO: Epoch: [7] [47900/54024] learning_rate: 0.000100 loss_class: 0.717165 loss_bbox: 0.112579 loss_giou: 0.485999 loss_class_aux: 4.414463 loss_bbox_aux: 0.734606 loss_giou_aux: 3.053999 loss_class_dn: 0.345947 loss_bbox_dn: 0.103150 loss_giou_dn: 0.386441 loss_class_aux_dn: 1.875737 loss_bbox_aux_dn: 0.629082 loss_giou_aux_dn: 2.197234 loss: 15.250638 eta: 44 days, 3:13:01 batch_cost: 1.0739 data_cost: 0.0015 ips: 7.4496 images/s
[08/08 18:46:49] ppdet.engine INFO: Epoch: [7] [48000/54024] learning_rate: 0.000100 loss_class: 0.710529 loss_bbox: 0.119016 loss_giou: 0.477677 loss_class_aux: 4.390357 loss_bbox_aux: 0.785729 loss_giou_aux: 2.966011 loss_class_dn: 0.339956 loss_bbox_dn: 0.117978 loss_giou_dn: 0.375534 loss_class_aux_dn: 1.829753 loss_bbox_aux_dn: 0.720007 loss_giou_aux_dn: 2.122881 loss: 14.862512 eta: 44 days, 3:11:22 batch_cost: 1.1043 data_cost: 0.0328 ips: 7.2447 images/s
[08/08 18:48:47] ppdet.engine INFO: Epoch: [7] [48100/54024] learning_rate: 0.000100 loss_class: 0.710765 loss_bbox: 0.116087 loss_giou: 0.537186 loss_class_aux: 4.417362 loss_bbox_aux: 0.751827 loss_giou_aux: 3.385201 loss_class_dn: 0.363782 loss_bbox_dn: 0.100416 loss_giou_dn: 0.418103 loss_class_aux_dn: 1.971122 loss_bbox_aux_dn: 0.602337 loss_giou_aux_dn: 2.370916 loss: 16.019406 eta: 44 days, 3:10:36 batch_cost: 1.1197 data_cost: 0.0420 ips: 7.1449 images/s
[08/08 18:50:42] ppdet.engine INFO: Epoch: [7] [48200/54024] learning_rate: 0.000100 loss_class: 0.700225 loss_bbox: 0.115457 loss_giou: 0.521525 loss_class_aux: 4.357040 loss_bbox_aux: 0.762165 loss_giou_aux: 3.284564 loss_class_dn: 0.362872 loss_bbox_dn: 0.102065 loss_giou_dn: 0.390505 loss_class_aux_dn: 1.929546 loss_bbox_aux_dn: 0.643734 loss_giou_aux_dn: 2.221650 loss: 15.905148 eta: 44 days, 3:08:49 batch_cost: 1.1020 data_cost: 0.0013 ips: 7.2594 images/s
[08/08 18:52:36] ppdet.engine INFO: Epoch: [7] [48300/54024] learning_rate: 0.000100 loss_class: 0.724844 loss_bbox: 0.112862 loss_giou: 0.503054 loss_class_aux: 4.474401 loss_bbox_aux: 0.722444 loss_giou_aux: 3.177617 loss_class_dn: 0.362596 loss_bbox_dn: 0.104696 loss_giou_dn: 0.387325 loss_class_aux_dn: 1.942648 loss_bbox_aux_dn: 0.635706 loss_giou_aux_dn: 2.253667 loss: 15.807467 eta: 44 days, 3:05:38 batch_cost: 1.0771 data_cost: 0.0207 ips: 7.4276 images/s
[08/08 18:54:40] ppdet.engine INFO: Epoch: [7] [48400/54024] learning_rate: 0.000100 loss_class: 0.666770 loss_bbox: 0.108391 loss_giou: 0.457150 loss_class_aux: 4.147207 loss_bbox_aux: 0.716543 loss_giou_aux: 2.830412 loss_class_dn: 0.340120 loss_bbox_dn: 0.103171 loss_giou_dn: 0.357555 loss_class_aux_dn: 1.847648 loss_bbox_aux_dn: 0.638649 loss_giou_aux_dn: 2.053529 loss: 14.250541 eta: 44 days, 3:08:32 batch_cost: 1.1848 data_cost: 0.0126 ips: 6.7524 images/s
[08/08 18:56:34] ppdet.engine INFO: Epoch: [7] [48500/54024] learning_rate: 0.000100 loss_class: 0.685627 loss_bbox: 0.109462 loss_giou: 0.458319 loss_class_aux: 4.262567 loss_bbox_aux: 0.717886 loss_giou_aux: 2.892143 loss_class_dn: 0.340633 loss_bbox_dn: 0.098049 loss_giou_dn: 0.365727 loss_class_aux_dn: 1.816310 loss_bbox_aux_dn: 0.603674 loss_giou_aux_dn: 2.087690 loss: 14.830746 eta: 44 days, 3:05:49 batch_cost: 1.0854 data_cost: 0.0012 ips: 7.3703 images/s
[08/08 18:58:26] ppdet.engine INFO: Epoch: [7] [48600/54024] learning_rate: 0.000100 loss_class: 0.680883 loss_bbox: 0.111289 loss_giou: 0.501498 loss_class_aux: 4.314828 loss_bbox_aux: 0.709683 loss_giou_aux: 3.145379 loss_class_dn: 0.345372 loss_bbox_dn: 0.103547 loss_giou_dn: 0.389917 loss_class_aux_dn: 1.866087 loss_bbox_aux_dn: 0.641742 loss_giou_aux_dn: 2.238932 loss: 15.292735 eta: 44 days, 3:02:06 batch_cost: 1.0674 data_cost: 0.0012 ips: 7.4946 images/s
[08/08 19:00:19] ppdet.engine INFO: Epoch: [7] [48700/54024] learning_rate: 0.000100 loss_class: 0.671021 loss_bbox: 0.105944 loss_giou: 0.458994 loss_class_aux: 4.084964 loss_bbox_aux: 0.703133 loss_giou_aux: 2.858467 loss_class_dn: 0.342764 loss_bbox_dn: 0.098106 loss_giou_dn: 0.369514 loss_class_aux_dn: 1.831160 loss_bbox_aux_dn: 0.611452 loss_giou_aux_dn: 2.126903 loss: 14.946155 eta: 44 days, 2:58:56 batch_cost: 1.0774 data_cost: 0.0012 ips: 7.4254 images/s
[08/08 19:02:10] ppdet.engine INFO: Epoch: [7] [48800/54024] learning_rate: 0.000100 loss_class: 0.655031 loss_bbox: 0.100132 loss_giou: 0.499226 loss_class_aux: 4.173062 loss_bbox_aux: 0.679378 loss_giou_aux: 3.179447 loss_class_dn: 0.346783 loss_bbox_dn: 0.098424 loss_giou_dn: 0.379133 loss_class_aux_dn: 1.845020 loss_bbox_aux_dn: 0.613239 loss_giou_aux_dn: 2.178231 loss: 15.031113 eta: 44 days, 2:54:44 batch_cost: 1.0586 data_cost: 0.0012 ips: 7.5575 images/s
[08/08 19:04:12] ppdet.engine INFO: Epoch: [7] [48900/54024] learning_rate: 0.000100 loss_class: 0.716276 loss_bbox: 0.112204 loss_giou: 0.481451 loss_class_aux: 4.432406 loss_bbox_aux: 0.725434 loss_giou_aux: 3.024728 loss_class_dn: 0.355427 loss_bbox_dn: 0.101980 loss_giou_dn: 0.366757 loss_class_aux_dn: 1.921702 loss_bbox_aux_dn: 0.631987 loss_giou_aux_dn: 2.152783 loss: 15.562825 eta: 44 days, 2:56:36 batch_cost: 1.1671 data_cost: 0.0375 ips: 6.8547 images/s
[08/08 19:06:18] ppdet.engine INFO: Epoch: [7] [49000/54024] learning_rate: 0.000100 loss_class: 0.713813 loss_bbox: 0.107388 loss_giou: 0.497973 loss_class_aux: 4.378342 loss_bbox_aux: 0.718171 loss_giou_aux: 3.108340 loss_class_dn: 0.360706 loss_bbox_dn: 0.106357 loss_giou_dn: 0.396008 loss_class_aux_dn: 1.912040 loss_bbox_aux_dn: 0.655101 loss_giou_aux_dn: 2.297094 loss: 15.676524 eta: 44 days, 3:00:28 batch_cost: 1.2026 data_cost: 0.0590 ips: 6.6525 images/s
[08/08 19:08:15] ppdet.engine INFO: Epoch: [7] [49100/54024] learning_rate: 0.000100 loss_class: 0.714923 loss_bbox: 0.111086 loss_giou: 0.517830 loss_class_aux: 4.405358 loss_bbox_aux: 0.720856 loss_giou_aux: 3.192994 loss_class_dn: 0.346483 loss_bbox_dn: 0.104017 loss_giou_dn: 0.388234 loss_class_aux_dn: 1.890958 loss_bbox_aux_dn: 0.627563 loss_giou_aux_dn: 2.181440 loss: 14.865894 eta: 44 days, 2:59:13 batch_cost: 1.1116 data_cost: 0.0272 ips: 7.1969 images/s
[08/08 19:10:12] ppdet.engine INFO: Epoch: [7] [49200/54024] learning_rate: 0.000100 loss_class: 0.690386 loss_bbox: 0.105127 loss_giou: 0.503430 loss_class_aux: 4.355340 loss_bbox_aux: 0.678641 loss_giou_aux: 3.121211 loss_class_dn: 0.338921 loss_bbox_dn: 0.098621 loss_giou_dn: 0.370068 loss_class_aux_dn: 1.803570 loss_bbox_aux_dn: 0.611017 loss_giou_aux_dn: 2.094032 loss: 14.354434 eta: 44 days, 2:57:56 batch_cost: 1.1111 data_cost: 0.0013 ips: 7.2003 images/s
[08/08 19:12:01] ppdet.engine INFO: Epoch: [7] [49300/54024] learning_rate: 0.000100 loss_class: 0.679719 loss_bbox: 0.106184 loss_giou: 0.449151 loss_class_aux: 4.220803 loss_bbox_aux: 0.701211 loss_giou_aux: 2.763461 loss_class_dn: 0.329388 loss_bbox_dn: 0.103410 loss_giou_dn: 0.349759 loss_class_aux_dn: 1.792393 loss_bbox_aux_dn: 0.635484 loss_giou_aux_dn: 2.020208 loss: 14.474569 eta: 44 days, 2:52:51 batch_cost: 1.0428 data_cost: 0.0013 ips: 7.6715 images/s
[08/08 19:14:00] ppdet.engine INFO: Epoch: [7] [49400/54024] learning_rate: 0.000100 loss_class: 0.687190 loss_bbox: 0.107017 loss_giou: 0.475973 loss_class_aux: 4.315578 loss_bbox_aux: 0.718539 loss_giou_aux: 2.988807 loss_class_dn: 0.338556 loss_bbox_dn: 0.103932 loss_giou_dn: 0.368772 loss_class_aux_dn: 1.845031 loss_bbox_aux_dn: 0.639198 loss_giou_aux_dn: 2.120268 loss: 14.788360 eta: 44 days, 2:52:40 batch_cost: 1.1306 data_cost: 0.0013 ips: 7.0758 images/s
[08/08 19:15:53] ppdet.engine INFO: Epoch: [7] [49500/54024] learning_rate: 0.000100 loss_class: 0.717255 loss_bbox: 0.117742 loss_giou: 0.504999 loss_class_aux: 4.501067 loss_bbox_aux: 0.784085 loss_giou_aux: 3.170202 loss_class_dn: 0.348321 loss_bbox_dn: 0.106505 loss_giou_dn: 0.380850 loss_class_aux_dn: 1.865428 loss_bbox_aux_dn: 0.645538 loss_giou_aux_dn: 2.244023 loss: 15.646324 eta: 44 days, 2:49:19 batch_cost: 1.0739 data_cost: 0.0013 ips: 7.4493 images/s
[08/08 19:17:46] ppdet.engine INFO: Epoch: [7] [49600/54024] learning_rate: 0.000100 loss_class: 0.724867 loss_bbox: 0.116230 loss_giou: 0.542547 loss_class_aux: 4.570040 loss_bbox_aux: 0.760226 loss_giou_aux: 3.302539 loss_class_dn: 0.361950 loss_bbox_dn: 0.113368 loss_giou_dn: 0.397163 loss_class_aux_dn: 1.967341 loss_bbox_aux_dn: 0.692709 loss_giou_aux_dn: 2.278482 loss: 15.865836 eta: 44 days, 2:46:07 batch_cost: 1.0764 data_cost: 0.0012 ips: 7.4323 images/s
[08/08 19:19:49] ppdet.engine INFO: Epoch: [7] [49700/54024] learning_rate: 0.000100 loss_class: 0.705929 loss_bbox: 0.109948 loss_giou: 0.452000 loss_class_aux: 4.398636 loss_bbox_aux: 0.711015 loss_giou_aux: 2.837919 loss_class_dn: 0.335325 loss_bbox_dn: 0.100192 loss_giou_dn: 0.354010 loss_class_aux_dn: 1.813359 loss_bbox_aux_dn: 0.604376 loss_giou_aux_dn: 2.035783 loss: 14.416896 eta: 44 days, 2:48:27 batch_cost: 1.1759 data_cost: 0.0112 ips: 6.8032 images/s
[08/08 19:21:41] ppdet.engine INFO: Epoch: [7] [49800/54024] learning_rate: 0.000100 loss_class: 0.655589 loss_bbox: 0.108257 loss_giou: 0.494426 loss_class_aux: 4.068675 loss_bbox_aux: 0.710662 loss_giou_aux: 3.119058 loss_class_dn: 0.354474 loss_bbox_dn: 0.091030 loss_giou_dn: 0.389617 loss_class_aux_dn: 1.921939 loss_bbox_aux_dn: 0.553723 loss_giou_aux_dn: 2.235488 loss: 15.110094 eta: 44 days, 2:44:47 batch_cost: 1.0680 data_cost: 0.0013 ips: 7.4905 images/s
[08/08 19:23:54] ppdet.engine INFO: Epoch: [7] [49900/54024] learning_rate: 0.000100 loss_class: 0.727227 loss_bbox: 0.110193 loss_giou: 0.530948 loss_class_aux: 4.534665 loss_bbox_aux: 0.717147 loss_giou_aux: 3.285107 loss_class_dn: 0.368502 loss_bbox_dn: 0.115972 loss_giou_dn: 0.403557 loss_class_aux_dn: 2.002521 loss_bbox_aux_dn: 0.704016 loss_giou_aux_dn: 2.264496 loss: 16.147605 eta: 44 days, 2:52:32 batch_cost: 1.2739 data_cost: 0.0013 ips: 6.2800 images/s
[08/08 19:25:50] ppdet.engine INFO: Epoch: [7] [50000/54024] learning_rate: 0.000100 loss_class: 0.663185 loss_bbox: 0.106215 loss_giou: 0.478891 loss_class_aux: 4.166481 loss_bbox_aux: 0.687491 loss_giou_aux: 3.013133 loss_class_dn: 0.337931 loss_bbox_dn: 0.104571 loss_giou_dn: 0.374523 loss_class_aux_dn: 1.841278 loss_bbox_aux_dn: 0.617904 loss_giou_aux_dn: 2.130208 loss: 14.588414 eta: 44 days, 2:50:52 batch_cost: 1.1042 data_cost: 0.0264 ips: 7.2451 images/s
[08/08 19:27:49] ppdet.engine INFO: Epoch: [7] [50100/54024] learning_rate: 0.000100 loss_class: 0.709404 loss_bbox: 0.111733 loss_giou: 0.502808 loss_class_aux: 4.373494 loss_bbox_aux: 0.731753 loss_giou_aux: 3.183061 loss_class_dn: 0.362553 loss_bbox_dn: 0.105883 loss_giou_dn: 0.382778 loss_class_aux_dn: 1.939074 loss_bbox_aux_dn: 0.646765 loss_giou_aux_dn: 2.206826 loss: 15.577189 eta: 44 days, 2:50:47 batch_cost: 1.1327 data_cost: 0.0013 ips: 7.0626 images/s
[08/08 19:29:53] ppdet.engine INFO: Epoch: [7] [50200/54024] learning_rate: 0.000100 loss_class: 0.656679 loss_bbox: 0.101821 loss_giou: 0.469647 loss_class_aux: 4.118080 loss_bbox_aux: 0.668731 loss_giou_aux: 2.895425 loss_class_dn: 0.333816 loss_bbox_dn: 0.104183 loss_giou_dn: 0.361884 loss_class_aux_dn: 1.813176 loss_bbox_aux_dn: 0.640152 loss_giou_aux_dn: 2.076763 loss: 14.729608 eta: 44 days, 2:53:33 batch_cost: 1.1844 data_cost: 0.0951 ips: 6.7543 images/s
[08/08 19:31:58] ppdet.engine INFO: Epoch: [7] [50300/54024] learning_rate: 0.000100 loss_class: 0.684909 loss_bbox: 0.112048 loss_giou: 0.515612 loss_class_aux: 4.211447 loss_bbox_aux: 0.712525 loss_giou_aux: 3.216059 loss_class_dn: 0.356573 loss_bbox_dn: 0.105211 loss_giou_dn: 0.395687 loss_class_aux_dn: 1.928008 loss_bbox_aux_dn: 0.639729 loss_giou_aux_dn: 2.278568 loss: 14.794319 eta: 44 days, 2:57:13 batch_cost: 1.2008 data_cost: 0.0014 ips: 6.6620 images/s
[08/08 19:34:09] ppdet.engine INFO: Epoch: [7] [50400/54024] learning_rate: 0.000100 loss_class: 0.666043 loss_bbox: 0.111345 loss_giou: 0.481148 loss_class_aux: 4.117537 loss_bbox_aux: 0.744034 loss_giou_aux: 3.014065 loss_class_dn: 0.345601 loss_bbox_dn: 0.108014 loss_giou_dn: 0.373525 loss_class_aux_dn: 1.871601 loss_bbox_aux_dn: 0.671726 loss_giou_aux_dn: 2.125595 loss: 15.003402 eta: 44 days, 3:03:35 batch_cost: 1.2498 data_cost: 0.0458 ips: 6.4011 images/s
[08/08 19:36:07] ppdet.engine INFO: Epoch: [7] [50500/54024] learning_rate: 0.000100 loss_class: 0.706675 loss_bbox: 0.108244 loss_giou: 0.473010 loss_class_aux: 4.394320 loss_bbox_aux: 0.712154 loss_giou_aux: 2.924219 loss_class_dn: 0.350031 loss_bbox_dn: 0.106724 loss_giou_dn: 0.370221 loss_class_aux_dn: 1.894342 loss_bbox_aux_dn: 0.651777 loss_giou_aux_dn: 2.130375 loss: 15.151425 eta: 44 days, 3:02:45 batch_cost: 1.1198 data_cost: 0.0013 ips: 7.1440 images/s
[08/08 19:38:10] ppdet.engine INFO: Epoch: [7] [50600/54024] learning_rate: 0.000100 loss_class: 0.689858 loss_bbox: 0.107203 loss_giou: 0.450750 loss_class_aux: 4.277962 loss_bbox_aux: 0.709645 loss_giou_aux: 2.767143 loss_class_dn: 0.335450 loss_bbox_dn: 0.113467 loss_giou_dn: 0.356157 loss_class_aux_dn: 1.793052 loss_bbox_aux_dn: 0.682285 loss_giou_aux_dn: 2.011584 loss: 14.314431 eta: 44 days, 3:05:05 batch_cost: 1.1770 data_cost: 0.1223 ips: 6.7972 images/s
[08/08 19:40:08] ppdet.engine INFO: Epoch: [7] [50700/54024] learning_rate: 0.000100 loss_class: 0.691257 loss_bbox: 0.115851 loss_giou: 0.488485 loss_class_aux: 4.305661 loss_bbox_aux: 0.737217 loss_giou_aux: 3.044695 loss_class_dn: 0.345294 loss_bbox_dn: 0.115089 loss_giou_dn: 0.377440 loss_class_aux_dn: 1.857235 loss_bbox_aux_dn: 0.687593 loss_giou_aux_dn: 2.161373 loss: 15.439933 eta: 44 days, 3:04:50 batch_cost: 1.1306 data_cost: 0.0202 ips: 7.0756 images/s
[08/08 19:41:58] ppdet.engine INFO: Epoch: [7] [50800/54024] learning_rate: 0.000100 loss_class: 0.694991 loss_bbox: 0.107944 loss_giou: 0.545171 loss_class_aux: 4.398545 loss_bbox_aux: 0.727181 loss_giou_aux: 3.345983 loss_class_dn: 0.371125 loss_bbox_dn: 0.109059 loss_giou_dn: 0.409889 loss_class_aux_dn: 2.006985 loss_bbox_aux_dn: 0.654586 loss_giou_aux_dn: 2.332771 loss: 16.214964 eta: 44 days, 2:59:47 batch_cost: 1.0432 data_cost: 0.0013 ips: 7.6686 images/s
[08/08 19:43:53] ppdet.engine INFO: Epoch: [7] [50900/54024] learning_rate: 0.000100 loss_class: 0.644675 loss_bbox: 0.101987 loss_giou: 0.448799 loss_class_aux: 4.041441 loss_bbox_aux: 0.673217 loss_giou_aux: 2.844471 loss_class_dn: 0.333781 loss_bbox_dn: 0.098275 loss_giou_dn: 0.364389 loss_class_aux_dn: 1.793382 loss_bbox_aux_dn: 0.597278 loss_giou_aux_dn: 2.049057 loss: 14.472403 eta: 44 days, 2:57:26 batch_cost: 1.0921 data_cost: 0.0195 ips: 7.3253 images/s
[08/08 19:45:48] ppdet.engine INFO: Epoch: [7] [51000/54024] learning_rate: 0.000100 loss_class: 0.720258 loss_bbox: 0.116860 loss_giou: 0.527340 loss_class_aux: 4.521610 loss_bbox_aux: 0.750728 loss_giou_aux: 3.266779 loss_class_dn: 0.358236 loss_bbox_dn: 0.113353 loss_giou_dn: 0.415249 loss_class_aux_dn: 1.939610 loss_bbox_aux_dn: 0.690341 loss_giou_aux_dn: 2.354674 loss: 15.685858 eta: 44 days, 2:55:29 batch_cost: 1.0996 data_cost: 0.0012 ips: 7.2757 images/s
[08/08 19:47:40] ppdet.engine INFO: Epoch: [7] [51100/54024] learning_rate: 0.000100 loss_class: 0.667744 loss_bbox: 0.111075 loss_giou: 0.494015 loss_class_aux: 4.170428 loss_bbox_aux: 0.720689 loss_giou_aux: 3.015507 loss_class_dn: 0.339348 loss_bbox_dn: 0.100931 loss_giou_dn: 0.374354 loss_class_aux_dn: 1.815278 loss_bbox_aux_dn: 0.620405 loss_giou_aux_dn: 2.123727 loss: 14.694439 eta: 44 days, 2:51:08 batch_cost: 1.0560 data_cost: 0.0012 ips: 7.5760 images/s
[08/08 19:49:40] ppdet.engine INFO: Epoch: [7] [51200/54024] learning_rate: 0.000100 loss_class: 0.712634 loss_bbox: 0.116805 loss_giou: 0.484287 loss_class_aux: 4.390308 loss_bbox_aux: 0.761220 loss_giou_aux: 3.038516 loss_class_dn: 0.342029 loss_bbox_dn: 0.109404 loss_giou_dn: 0.380764 loss_class_aux_dn: 1.889893 loss_bbox_aux_dn: 0.668087 loss_giou_aux_dn: 2.145778 loss: 15.131216 eta: 44 days, 2:51:41 batch_cost: 1.1449 data_cost: 0.0520 ips: 6.9876 images/s
[08/08 19:51:38] ppdet.engine INFO: Epoch: [7] [51300/54024] learning_rate: 0.000100 loss_class: 0.677507 loss_bbox: 0.105738 loss_giou: 0.478734 loss_class_aux: 4.180499 loss_bbox_aux: 0.686677 loss_giou_aux: 2.991968 loss_class_dn: 0.346851 loss_bbox_dn: 0.098473 loss_giou_dn: 0.385925 loss_class_aux_dn: 1.863237 loss_bbox_aux_dn: 0.604879 loss_giou_aux_dn: 2.199296 loss: 14.888526 eta: 44 days, 2:51:20 batch_cost: 1.1286 data_cost: 0.0353 ips: 7.0883 images/s
[08/08 19:53:36] ppdet.engine INFO: Epoch: [7] [51400/54024] learning_rate: 0.000100 loss_class: 0.689306 loss_bbox: 0.110147 loss_giou: 0.511137 loss_class_aux: 4.243356 loss_bbox_aux: 0.719496 loss_giou_aux: 3.194339 loss_class_dn: 0.349171 loss_bbox_dn: 0.104726 loss_giou_dn: 0.393192 loss_class_aux_dn: 1.892919 loss_bbox_aux_dn: 0.669029 loss_giou_aux_dn: 2.212529 loss: 15.017533 eta: 44 days, 2:50:25 batch_cost: 1.1187 data_cost: 0.0013 ips: 7.1514 images/s
[08/08 19:55:27] ppdet.engine INFO: Epoch: [7] [51500/54024] learning_rate: 0.000100 loss_class: 0.684540 loss_bbox: 0.101007 loss_giou: 0.555009 loss_class_aux: 4.168723 loss_bbox_aux: 0.658119 loss_giou_aux: 3.478570 loss_class_dn: 0.351185 loss_bbox_dn: 0.092386 loss_giou_dn: 0.403501 loss_class_aux_dn: 1.887929 loss_bbox_aux_dn: 0.565388 loss_giou_aux_dn: 2.306658 loss: 15.489032 eta: 44 days, 2:45:56 batch_cost: 1.0530 data_cost: 0.0062 ips: 7.5974 images/s
[08/08 19:57:26] ppdet.engine INFO: Epoch: [7] [51600/54024] learning_rate: 0.000100 loss_class: 0.707384 loss_bbox: 0.110126 loss_giou: 0.522510 loss_class_aux: 4.350090 loss_bbox_aux: 0.721682 loss_giou_aux: 3.223446 loss_class_dn: 0.355339 loss_bbox_dn: 0.095352 loss_giou_dn: 0.415503 loss_class_aux_dn: 1.919694 loss_bbox_aux_dn: 0.590062 loss_giou_aux_dn: 2.343209 loss: 15.691041 eta: 44 days, 2:46:10 batch_cost: 1.1395 data_cost: 0.0165 ips: 7.0208 images/s
[08/08 19:59:20] ppdet.engine INFO: Epoch: [7] [51700/54024] learning_rate: 0.000100 loss_class: 0.664788 loss_bbox: 0.109473 loss_giou: 0.453445 loss_class_aux: 4.125733 loss_bbox_aux: 0.714991 loss_giou_aux: 2.836948 loss_class_dn: 0.341489 loss_bbox_dn: 0.101195 loss_giou_dn: 0.370140 loss_class_aux_dn: 1.813476 loss_bbox_aux_dn: 0.614358 loss_giou_aux_dn: 2.106145 loss: 14.561958 eta: 44 days, 2:43:10 batch_cost: 1.0804 data_cost: 0.0013 ips: 7.4043 images/s
[08/08 20:01:17] ppdet.engine INFO: Epoch: [7] [51800/54024] learning_rate: 0.000100 loss_class: 0.687723 loss_bbox: 0.110268 loss_giou: 0.487966 loss_class_aux: 4.325656 loss_bbox_aux: 0.705441 loss_giou_aux: 3.094190 loss_class_dn: 0.342491 loss_bbox_dn: 0.108234 loss_giou_dn: 0.384604 loss_class_aux_dn: 1.883482 loss_bbox_aux_dn: 0.662965 loss_giou_aux_dn: 2.169219 loss: 15.006386 eta: 44 days, 2:42:06 batch_cost: 1.1158 data_cost: 0.0446 ips: 7.1699 images/s
[08/08 20:03:07] ppdet.engine INFO: Epoch: [7] [51900/54024] learning_rate: 0.000100 loss_class: 0.691444 loss_bbox: 0.111593 loss_giou: 0.495199 loss_class_aux: 4.298544 loss_bbox_aux: 0.710907 loss_giou_aux: 3.081975 loss_class_dn: 0.356928 loss_bbox_dn: 0.100681 loss_giou_dn: 0.373265 loss_class_aux_dn: 1.950358 loss_bbox_aux_dn: 0.623089 loss_giou_aux_dn: 2.152390 loss: 15.520728 eta: 44 days, 2:36:45 batch_cost: 1.0370 data_cost: 0.0013 ips: 7.7148 images/s
[08/08 20:05:03] ppdet.engine INFO: Epoch: [7] [52000/54024] learning_rate: 0.000100 loss_class: 0.738180 loss_bbox: 0.112288 loss_giou: 0.524196 loss_class_aux: 4.552280 loss_bbox_aux: 0.736510 loss_giou_aux: 3.198588 loss_class_dn: 0.368104 loss_bbox_dn: 0.105328 loss_giou_dn: 0.392562 loss_class_aux_dn: 2.005349 loss_bbox_aux_dn: 0.692737 loss_giou_aux_dn: 2.234429 loss: 16.275270 eta: 44 days, 2:35:36 batch_cost: 1.1141 data_cost: 0.0013 ips: 7.1804 images/s
[08/08 20:06:56] ppdet.engine INFO: Epoch: [7] [52100/54024] learning_rate: 0.000100 loss_class: 0.691672 loss_bbox: 0.113347 loss_giou: 0.485550 loss_class_aux: 4.320594 loss_bbox_aux: 0.739197 loss_giou_aux: 3.050721 loss_class_dn: 0.342590 loss_bbox_dn: 0.105433 loss_giou_dn: 0.379560 loss_class_aux_dn: 1.841553 loss_bbox_aux_dn: 0.664852 loss_giou_aux_dn: 2.139526 loss: 14.877924 eta: 44 days, 2:31:58 batch_cost: 1.0685 data_cost: 0.0013 ips: 7.4872 images/s
[08/08 20:08:53] ppdet.engine INFO: Epoch: [7] [52200/54024] learning_rate: 0.000100 loss_class: 0.709606 loss_bbox: 0.110490 loss_giou: 0.476035 loss_class_aux: 4.413560 loss_bbox_aux: 0.711171 loss_giou_aux: 2.996370 loss_class_dn: 0.349980 loss_bbox_dn: 0.101827 loss_giou_dn: 0.372166 loss_class_aux_dn: 1.884668 loss_bbox_aux_dn: 0.616373 loss_giou_aux_dn: 2.119980 loss: 15.197464 eta: 44 days, 2:30:56 batch_cost: 1.1165 data_cost: 0.0282 ips: 7.1653 images/s
[08/08 20:10:47] ppdet.engine INFO: Epoch: [7] [52300/54024] learning_rate: 0.000100 loss_class: 0.677676 loss_bbox: 0.109774 loss_giou: 0.474193 loss_class_aux: 4.314329 loss_bbox_aux: 0.716977 loss_giou_aux: 2.937951 loss_class_dn: 0.341879 loss_bbox_dn: 0.096927 loss_giou_dn: 0.359009 loss_class_aux_dn: 1.861222 loss_bbox_aux_dn: 0.630188 loss_giou_aux_dn: 2.050382 loss: 14.818702 eta: 44 days, 2:28:17 batch_cost: 1.0865 data_cost: 0.0121 ips: 7.3629 images/s
[08/08 20:12:40] ppdet.engine INFO: Epoch: [7] [52400/54024] learning_rate: 0.000100 loss_class: 0.722948 loss_bbox: 0.113701 loss_giou: 0.508872 loss_class_aux: 4.484424 loss_bbox_aux: 0.747781 loss_giou_aux: 3.116772 loss_class_dn: 0.352738 loss_bbox_dn: 0.107244 loss_giou_dn: 0.389490 loss_class_aux_dn: 1.926231 loss_bbox_aux_dn: 0.638792 loss_giou_aux_dn: 2.187110 loss: 15.894843 eta: 44 days, 2:24:56 batch_cost: 1.0733 data_cost: 0.0059 ips: 7.4533 images/s
[08/08 20:14:33] ppdet.engine INFO: Epoch: [7] [52500/54024] learning_rate: 0.000100 loss_class: 0.686703 loss_bbox: 0.109373 loss_giou: 0.452884 loss_class_aux: 4.279773 loss_bbox_aux: 0.718076 loss_giou_aux: 2.812510 loss_class_dn: 0.332085 loss_bbox_dn: 0.100418 loss_giou_dn: 0.359878 loss_class_aux_dn: 1.799451 loss_bbox_aux_dn: 0.628458 loss_giou_aux_dn: 2.058295 loss: 14.658460 eta: 44 days, 2:21:28 batch_cost: 1.0716 data_cost: 0.0119 ips: 7.4653 images/s
[08/08 20:16:31] ppdet.engine INFO: Epoch: [7] [52600/54024] learning_rate: 0.000100 loss_class: 0.692167 loss_bbox: 0.105958 loss_giou: 0.461821 loss_class_aux: 4.355142 loss_bbox_aux: 0.674793 loss_giou_aux: 2.895278 loss_class_dn: 0.341398 loss_bbox_dn: 0.098136 loss_giou_dn: 0.380915 loss_class_aux_dn: 1.844600 loss_bbox_aux_dn: 0.592278 loss_giou_aux_dn: 2.179424 loss: 15.471244 eta: 44 days, 2:21:21 batch_cost: 1.1331 data_cost: 0.0013 ips: 7.0605 images/s
[08/08 20:18:26] ppdet.engine INFO: Epoch: [7] [52700/54024] learning_rate: 0.000100 loss_class: 0.691883 loss_bbox: 0.109036 loss_giou: 0.426315 loss_class_aux: 4.305514 loss_bbox_aux: 0.714130 loss_giou_aux: 2.655103 loss_class_dn: 0.338827 loss_bbox_dn: 0.108305 loss_giou_dn: 0.348562 loss_class_aux_dn: 1.861224 loss_bbox_aux_dn: 0.677546 loss_giou_aux_dn: 1.994747 loss: 14.937443 eta: 44 days, 2:18:51 batch_cost: 1.0892 data_cost: 0.0090 ips: 7.3445 images/s
[08/08 20:20:21] ppdet.engine INFO: Epoch: [7] [52800/54024] learning_rate: 0.000100 loss_class: 0.681405 loss_bbox: 0.107380 loss_giou: 0.498924 loss_class_aux: 4.244837 loss_bbox_aux: 0.693039 loss_giou_aux: 3.126108 loss_class_dn: 0.343139 loss_bbox_dn: 0.105064 loss_giou_dn: 0.375171 loss_class_aux_dn: 1.885255 loss_bbox_aux_dn: 0.628188 loss_giou_aux_dn: 2.155599 loss: 15.334810 eta: 44 days, 2:16:36 batch_cost: 1.0940 data_cost: 0.0013 ips: 7.3126 images/s
[08/08 20:22:14] ppdet.engine INFO: Epoch: [7] [52900/54024] learning_rate: 0.000100 loss_class: 0.692385 loss_bbox: 0.110794 loss_giou: 0.458900 loss_class_aux: 4.300138 loss_bbox_aux: 0.731052 loss_giou_aux: 2.924892 loss_class_dn: 0.352781 loss_bbox_dn: 0.103323 loss_giou_dn: 0.376120 loss_class_aux_dn: 1.873780 loss_bbox_aux_dn: 0.638202 loss_giou_aux_dn: 2.134135 loss: 14.862654 eta: 44 days, 2:13:16 batch_cost: 1.0734 data_cost: 0.0012 ips: 7.4526 images/s
[08/08 20:24:14] ppdet.engine INFO: Epoch: [7] [53000/54024] learning_rate: 0.000100 loss_class: 0.670837 loss_bbox: 0.109009 loss_giou: 0.414425 loss_class_aux: 4.247177 loss_bbox_aux: 0.710973 loss_giou_aux: 2.605180 loss_class_dn: 0.322639 loss_bbox_dn: 0.104294 loss_giou_dn: 0.340744 loss_class_aux_dn: 1.752825 loss_bbox_aux_dn: 0.656001 loss_giou_aux_dn: 1.949753 loss: 13.956935 eta: 44 days, 2:13:40 batch_cost: 1.1431 data_cost: 0.0013 ips: 6.9983 images/s
[08/08 20:26:13] ppdet.engine INFO: Epoch: [7] [53100/54024] learning_rate: 0.000100 loss_class: 0.707908 loss_bbox: 0.110986 loss_giou: 0.488959 loss_class_aux: 4.353970 loss_bbox_aux: 0.722030 loss_giou_aux: 3.057011 loss_class_dn: 0.345373 loss_bbox_dn: 0.111269 loss_giou_dn: 0.380409 loss_class_aux_dn: 1.862142 loss_bbox_aux_dn: 0.677175 loss_giou_aux_dn: 2.183969 loss: 15.165732 eta: 44 days, 2:13:46 batch_cost: 1.1374 data_cost: 0.0013 ips: 7.0336 images/s
[08/08 20:28:11] ppdet.engine INFO: Epoch: [7] [53200/54024] learning_rate: 0.000100 loss_class: 0.744845 loss_bbox: 0.122459 loss_giou: 0.515110 loss_class_aux: 4.693256 loss_bbox_aux: 0.766034 loss_giou_aux: 3.228637 loss_class_dn: 0.369139 loss_bbox_dn: 0.111178 loss_giou_dn: 0.417861 loss_class_aux_dn: 1.996820 loss_bbox_aux_dn: 0.673941 loss_giou_aux_dn: 2.336110 loss: 16.095990 eta: 44 days, 2:12:56 batch_cost: 1.1201 data_cost: 0.0013 ips: 7.1419 images/s
[08/08 20:30:05] ppdet.engine INFO: Epoch: [7] [53300/54024] learning_rate: 0.000100 loss_class: 0.686724 loss_bbox: 0.112333 loss_giou: 0.468954 loss_class_aux: 4.316206 loss_bbox_aux: 0.733759 loss_giou_aux: 3.010271 loss_class_dn: 0.335586 loss_bbox_dn: 0.111370 loss_giou_dn: 0.374182 loss_class_aux_dn: 1.821047 loss_bbox_aux_dn: 0.675257 loss_giou_aux_dn: 2.102422 loss: 15.034984 eta: 44 days, 2:10:34 batch_cost: 1.0918 data_cost: 0.0012 ips: 7.3276 images/s
[08/08 20:31:56] ppdet.engine INFO: Epoch: [7] [53400/54024] learning_rate: 0.000100 loss_class: 0.716242 loss_bbox: 0.116392 loss_giou: 0.585908 loss_class_aux: 4.516844 loss_bbox_aux: 0.735172 loss_giou_aux: 3.650238 loss_class_dn: 0.370372 loss_bbox_dn: 0.100068 loss_giou_dn: 0.421859 loss_class_aux_dn: 2.021287 loss_bbox_aux_dn: 0.609559 loss_giou_aux_dn: 2.401863 loss: 16.613076 eta: 44 days, 2:05:49 batch_cost: 1.0473 data_cost: 0.0014 ips: 7.6389 images/s
[08/08 20:33:56] ppdet.engine INFO: Epoch: [7] [53500/54024] learning_rate: 0.000100 loss_class: 0.718504 loss_bbox: 0.111228 loss_giou: 0.538047 loss_class_aux: 4.464755 loss_bbox_aux: 0.731085 loss_giou_aux: 3.389239 loss_class_dn: 0.352804 loss_bbox_dn: 0.107836 loss_giou_dn: 0.399671 loss_class_aux_dn: 1.889789 loss_bbox_aux_dn: 0.642313 loss_giou_aux_dn: 2.260294 loss: 15.556630 eta: 44 days, 2:06:39 batch_cost: 1.1513 data_cost: 0.0984 ips: 6.9486 images/s
[08/08 20:35:52] ppdet.engine INFO: Epoch: [7] [53600/54024] learning_rate: 0.000100 loss_class: 0.699924 loss_bbox: 0.111936 loss_giou: 0.521239 loss_class_aux: 4.417005 loss_bbox_aux: 0.708075 loss_giou_aux: 3.323198 loss_class_dn: 0.356293 loss_bbox_dn: 0.097890 loss_giou_dn: 0.407923 loss_class_aux_dn: 1.908162 loss_bbox_aux_dn: 0.610540 loss_giou_aux_dn: 2.322182 loss: 15.668650 eta: 44 days, 2:05:15 batch_cost: 1.1098 data_cost: 0.0545 ips: 7.2088 images/s
[08/08 20:37:46] ppdet.engine INFO: Epoch: [7] [53700/54024] learning_rate: 0.000100 loss_class: 0.698596 loss_bbox: 0.109361 loss_giou: 0.453246 loss_class_aux: 4.374183 loss_bbox_aux: 0.699238 loss_giou_aux: 2.819179 loss_class_dn: 0.334733 loss_bbox_dn: 0.099013 loss_giou_dn: 0.367049 loss_class_aux_dn: 1.818907 loss_bbox_aux_dn: 0.629724 loss_giou_aux_dn: 2.097445 loss: 14.693383 eta: 44 days, 2:02:17 batch_cost: 1.0803 data_cost: 0.0012 ips: 7.4052 images/s
[08/08 20:39:43] ppdet.engine INFO: Epoch: [7] [53800/54024] learning_rate: 0.000100 loss_class: 0.676280 loss_bbox: 0.105320 loss_giou: 0.480879 loss_class_aux: 4.224062 loss_bbox_aux: 0.694237 loss_giou_aux: 2.984544 loss_class_dn: 0.347232 loss_bbox_dn: 0.104597 loss_giou_dn: 0.364331 loss_class_aux_dn: 1.907025 loss_bbox_aux_dn: 0.617657 loss_giou_aux_dn: 2.078829 loss: 15.232691 eta: 44 days, 2:01:02 batch_cost: 1.1124 data_cost: 0.0375 ips: 7.1915 images/s
[08/08 20:41:40] ppdet.engine INFO: Epoch: [7] [53900/54024] learning_rate: 0.000100 loss_class: 0.748393 loss_bbox: 0.113855 loss_giou: 0.494503 loss_class_aux: 4.572891 loss_bbox_aux: 0.743416 loss_giou_aux: 3.141696 loss_class_dn: 0.363626 loss_bbox_dn: 0.099796 loss_giou_dn: 0.398948 loss_class_aux_dn: 1.964048 loss_bbox_aux_dn: 0.633009 loss_giou_aux_dn: 2.264158 loss: 15.302033 eta: 44 days, 2:00:08 batch_cost: 1.1191 data_cost: 0.0195 ips: 7.1488 images/s
[08/08 20:43:35] ppdet.engine INFO: Epoch: [7] [54000/54024] learning_rate: 0.000100 loss_class: 0.714671 loss_bbox: 0.113186 loss_giou: 0.532742 loss_class_aux: 4.516911 loss_bbox_aux: 0.741463 loss_giou_aux: 3.346557 loss_class_dn: 0.353781 loss_bbox_dn: 0.101058 loss_giou_dn: 0.399248 loss_class_aux_dn: 1.931241 loss_bbox_aux_dn: 0.619542 loss_giou_aux_dn: 2.273384 loss: 15.958468 eta: 44 days, 1:57:35 batch_cost: 1.0883 data_cost: 0.0013 ips: 7.3507 images/s
[08/08 20:44:18] ppdet.utils.checkpoint INFO: Save checkpoint: output/rtdetr_r101vd_6x_coco
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[08/08 21:34:26] ppdet.metrics.metrics INFO: The bbox result is saved to bbox.json.
loading annotations into memory...
Done (t=24.02s)
creating index...
index created!
[08/08 21:34:52] ppdet.metrics.coco_utils INFO: Start evaluate...
Loading and preparing results...
DONE (t=233.38s)
creating index...
index created!
Running per image evaluation...
Evaluate annotation type *bbox*
DONE (t=2816.25s).
Accumulating evaluation results...
DONE (t=762.09s).
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.354
 Average Precision  (AP) @[ IoU=0.50      | area=   all | maxDets=100 ] = 0.466
 Average Precision  (AP) @[ IoU=0.75      | area=   all | maxDets=100 ] = 0.385
 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 ] = 0.341
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.493
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=  1 ] = 0.290
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets= 10 ] = 0.562
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.607
 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 ] = 0.611
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.774
[08/08 22:40:24] ppdet.engine INFO: Total sample number: 80000, average FPS: 29.754218299577698
[08/08 22:40:24] ppdet.engine INFO: Best test bbox ap is 0.354.
[08/08 22:40:30] ppdet.utils.checkpoint INFO: Save checkpoint: output/rtdetr_r101vd_6x_coco
[08/08 22:40:41] ppdet.engine INFO: Epoch: [8] [    0/54024] learning_rate: 0.000100 loss_class: 0.695599 loss_bbox: 0.106969 loss_giou: 0.498433 loss_class_aux: 4.334601 loss_bbox_aux: 0.703446 loss_giou_aux: 3.127210 loss_class_dn: 0.341745 loss_bbox_dn: 0.101058 loss_giou_dn: 0.375697 loss_class_aux_dn: 1.866838 loss_bbox_aux_dn: 0.623623 loss_giou_aux_dn: 2.214669 loss: 15.229084 eta: 44 days, 1:59:53 batch_cost: 1.1563 data_cost: 0.0679 ips: 6.9189 images/s
[08/08 22:42:34] ppdet.engine INFO: Epoch: [8] [  100/54024] learning_rate: 0.000100 loss_class: 0.683882 loss_bbox: 0.119135 loss_giou: 0.528543 loss_class_aux: 4.274710 loss_bbox_aux: 0.769847 loss_giou_aux: 3.303337 loss_class_dn: 0.336312 loss_bbox_dn: 0.105644 loss_giou_dn: 0.389486 loss_class_aux_dn: 1.807414 loss_bbox_aux_dn: 0.647819 loss_giou_aux_dn: 2.216045 loss: 15.010772 eta: 44 days, 1:56:46 batch_cost: 1.0775 data_cost: 0.0014 ips: 7.4245 images/s
[08/08 22:44:39] ppdet.engine INFO: Epoch: [8] [  200/54024] learning_rate: 0.000100 loss_class: 0.703004 loss_bbox: 0.105529 loss_giou: 0.488916 loss_class_aux: 4.336719 loss_bbox_aux: 0.702116 loss_giou_aux: 3.005730 loss_class_dn: 0.343448 loss_bbox_dn: 0.100565 loss_giou_dn: 0.381196 loss_class_aux_dn: 1.893738 loss_bbox_aux_dn: 0.641819 loss_giou_aux_dn: 2.185964 loss: 15.052948 eta: 44 days, 1:59:36 batch_cost: 1.1893 data_cost: 0.1030 ips: 6.7264 images/s
[08/08 22:46:38] ppdet.engine INFO: Epoch: [8] [  300/54024] learning_rate: 0.000100 loss_class: 0.746526 loss_bbox: 0.122092 loss_giou: 0.512572 loss_class_aux: 4.664411 loss_bbox_aux: 0.792331 loss_giou_aux: 3.197847 loss_class_dn: 0.362892 loss_bbox_dn: 0.107472 loss_giou_dn: 0.388359 loss_class_aux_dn: 1.983442 loss_bbox_aux_dn: 0.664971 loss_giou_aux_dn: 2.232966 loss: 15.749266 eta: 44 days, 1:59:22 batch_cost: 1.1318 data_cost: 0.0013 ips: 7.0683 images/s
[08/08 22:48:35] ppdet.engine INFO: Epoch: [8] [  400/54024] learning_rate: 0.000100 loss_class: 0.719745 loss_bbox: 0.115310 loss_giou: 0.494692 loss_class_aux: 4.422857 loss_bbox_aux: 0.755658 loss_giou_aux: 3.117527 loss_class_dn: 0.360768 loss_bbox_dn: 0.110799 loss_giou_dn: 0.389011 loss_class_aux_dn: 1.955103 loss_bbox_aux_dn: 0.668327 loss_giou_aux_dn: 2.222044 loss: 15.410471 eta: 44 days, 1:58:14 batch_cost: 1.1150 data_cost: 0.0013 ips: 7.1751 images/s
[08/08 22:50:29] ppdet.engine INFO: Epoch: [8] [  500/54024] learning_rate: 0.000100 loss_class: 0.730092 loss_bbox: 0.119107 loss_giou: 0.502055 loss_class_aux: 4.555900 loss_bbox_aux: 0.767842 loss_giou_aux: 3.064988 loss_class_dn: 0.370178 loss_bbox_dn: 0.103450 loss_giou_dn: 0.375630 loss_class_aux_dn: 1.990060 loss_bbox_aux_dn: 0.641678 loss_giou_aux_dn: 2.165135 loss: 15.627644 eta: 44 days, 1:55:26 batch_cost: 1.0833 data_cost: 0.0014 ips: 7.3851 images/s
[08/08 22:52:24] ppdet.engine INFO: Epoch: [8] [  600/54024] learning_rate: 0.000100 loss_class: 0.690138 loss_bbox: 0.112791 loss_giou: 0.514971 loss_class_aux: 4.234430 loss_bbox_aux: 0.733608 loss_giou_aux: 3.201477 loss_class_dn: 0.345826 loss_bbox_dn: 0.109432 loss_giou_dn: 0.384797 loss_class_aux_dn: 1.874311 loss_bbox_aux_dn: 0.673602 loss_giou_aux_dn: 2.191352 loss: 15.147079 eta: 44 days, 1:53:15 batch_cost: 1.0952 data_cost: 0.0013 ips: 7.3043 images/s
[08/08 22:54:20] ppdet.engine INFO: Epoch: [8] [  700/54024] learning_rate: 0.000100 loss_class: 0.675207 loss_bbox: 0.107520 loss_giou: 0.465567 loss_class_aux: 4.222795 loss_bbox_aux: 0.699044 loss_giou_aux: 2.908831 loss_class_dn: 0.332656 loss_bbox_dn: 0.101589 loss_giou_dn: 0.355516 loss_class_aux_dn: 1.819134 loss_bbox_aux_dn: 0.611655 loss_giou_aux_dn: 2.032147 loss: 14.336262 eta: 44 days, 1:51:18 batch_cost: 1.0996 data_cost: 0.0013 ips: 7.2755 images/s
[08/08 22:56:12] ppdet.engine INFO: Epoch: [8] [  800/54024] learning_rate: 0.000100 loss_class: 0.691831 loss_bbox: 0.117343 loss_giou: 0.563815 loss_class_aux: 4.293007 loss_bbox_aux: 0.745955 loss_giou_aux: 3.531688 loss_class_dn: 0.352476 loss_bbox_dn: 0.097052 loss_giou_dn: 0.410829 loss_class_aux_dn: 1.901569 loss_bbox_aux_dn: 0.587156 loss_giou_aux_dn: 2.339080 loss: 15.874273 eta: 44 days, 1:47:44 batch_cost: 1.0690 data_cost: 0.0013 ips: 7.4836 images/s
[08/08 22:58:10] ppdet.engine INFO: Epoch: [8] [  900/54024] learning_rate: 0.000100 loss_class: 0.707984 loss_bbox: 0.113689 loss_giou: 0.581987 loss_class_aux: 4.435430 loss_bbox_aux: 0.731638 loss_giou_aux: 3.591508 loss_class_dn: 0.367314 loss_bbox_dn: 0.103391 loss_giou_dn: 0.442545 loss_class_aux_dn: 1.993264 loss_bbox_aux_dn: 0.627764 loss_giou_aux_dn: 2.475503 loss: 16.299201 eta: 44 days, 1:47:31 batch_cost: 1.1322 data_cost: 0.0014 ips: 7.0660 images/s
[08/08 23:00:07] ppdet.engine INFO: Epoch: [8] [ 1000/54024] learning_rate: 0.000100 loss_class: 0.694534 loss_bbox: 0.109995 loss_giou: 0.447815 loss_class_aux: 4.327038 loss_bbox_aux: 0.735978 loss_giou_aux: 2.812641 loss_class_dn: 0.345510 loss_bbox_dn: 0.113916 loss_giou_dn: 0.363720 loss_class_aux_dn: 1.844443 loss_bbox_aux_dn: 0.676613 loss_giou_aux_dn: 2.076924 loss: 15.062546 eta: 44 days, 1:46:02 batch_cost: 1.1085 data_cost: 0.0014 ips: 7.2171 images/s
[08/08 23:02:04] ppdet.engine INFO: Epoch: [8] [ 1100/54024] learning_rate: 0.000100 loss_class: 0.705027 loss_bbox: 0.112308 loss_giou: 0.521601 loss_class_aux: 4.404212 loss_bbox_aux: 0.712971 loss_giou_aux: 3.247289 loss_class_dn: 0.355302 loss_bbox_dn: 0.103942 loss_giou_dn: 0.397073 loss_class_aux_dn: 1.898637 loss_bbox_aux_dn: 0.645262 loss_giou_aux_dn: 2.236917 loss: 15.129054 eta: 44 days, 1:44:54 batch_cost: 1.1150 data_cost: 0.0013 ips: 7.1751 images/s
[08/08 23:04:07] ppdet.engine INFO: Epoch: [8] [ 1200/54024] learning_rate: 0.000100 loss_class: 0.685812 loss_bbox: 0.111519 loss_giou: 0.500209 loss_class_aux: 4.226428 loss_bbox_aux: 0.724934 loss_giou_aux: 3.153579 loss_class_dn: 0.339361 loss_bbox_dn: 0.102592 loss_giou_dn: 0.377720 loss_class_aux_dn: 1.859421 loss_bbox_aux_dn: 0.624065 loss_giou_aux_dn: 2.160031 loss: 14.763924 eta: 44 days, 1:47:12 batch_cost: 1.1800 data_cost: 0.0014 ips: 6.7799 images/s
[08/08 23:06:03] ppdet.engine INFO: Epoch: [8] [ 1300/54024] learning_rate: 0.000100 loss_class: 0.651336 loss_bbox: 0.115244 loss_giou: 0.467303 loss_class_aux: 4.098210 loss_bbox_aux: 0.739991 loss_giou_aux: 2.956438 loss_class_dn: 0.343336 loss_bbox_dn: 0.110710 loss_giou_dn: 0.357914 loss_class_aux_dn: 1.848893 loss_bbox_aux_dn: 0.660348 loss_giou_aux_dn: 2.066976 loss: 15.072141 eta: 44 days, 1:45:38 batch_cost: 1.1069 data_cost: 0.0014 ips: 7.2273 images/s
[08/08 23:07:57] ppdet.engine INFO: Epoch: [8] [ 1400/54024] learning_rate: 0.000100 loss_class: 0.669109 loss_bbox: 0.108116 loss_giou: 0.477122 loss_class_aux: 4.172182 loss_bbox_aux: 0.684166 loss_giou_aux: 3.030231 loss_class_dn: 0.334905 loss_bbox_dn: 0.105197 loss_giou_dn: 0.370727 loss_class_aux_dn: 1.785701 loss_bbox_aux_dn: 0.640725 loss_giou_aux_dn: 2.136657 loss: 14.742501 eta: 44 days, 1:43:24 batch_cost: 1.0942 data_cost: 0.0013 ips: 7.3115 images/s
[08/08 23:09:56] ppdet.engine INFO: Epoch: [8] [ 1500/54024] learning_rate: 0.000100 loss_class: 0.704696 loss_bbox: 0.105333 loss_giou: 0.474421 loss_class_aux: 4.345862 loss_bbox_aux: 0.692694 loss_giou_aux: 2.996396 loss_class_dn: 0.355520 loss_bbox_dn: 0.097300 loss_giou_dn: 0.370978 loss_class_aux_dn: 1.923628 loss_bbox_aux_dn: 0.610290 loss_giou_aux_dn: 2.102233 loss: 15.007239 eta: 44 days, 1:43:13 batch_cost: 1.1333 data_cost: 0.0014 ips: 7.0588 images/s
[08/08 23:11:57] ppdet.engine INFO: Epoch: [8] [ 1600/54024] learning_rate: 0.000100 loss_class: 0.707364 loss_bbox: 0.105871 loss_giou: 0.503248 loss_class_aux: 4.321456 loss_bbox_aux: 0.695517 loss_giou_aux: 3.167934 loss_class_dn: 0.341049 loss_bbox_dn: 0.100293 loss_giou_dn: 0.382965 loss_class_aux_dn: 1.845798 loss_bbox_aux_dn: 0.623087 loss_giou_aux_dn: 2.181645 loss: 15.132732 eta: 44 days, 1:44:22 batch_cost: 1.1585 data_cost: 0.0014 ips: 6.9053 images/s
[08/08 23:13:53] ppdet.engine INFO: Epoch: [8] [ 1700/54024] learning_rate: 0.000100 loss_class: 0.719730 loss_bbox: 0.118517 loss_giou: 0.496280 loss_class_aux: 4.499156 loss_bbox_aux: 0.759165 loss_giou_aux: 3.076202 loss_class_dn: 0.356475 loss_bbox_dn: 0.108683 loss_giou_dn: 0.378802 loss_class_aux_dn: 1.942603 loss_bbox_aux_dn: 0.661284 loss_giou_aux_dn: 2.163473 loss: 15.583164 eta: 44 days, 1:42:25 batch_cost: 1.0997 data_cost: 0.0014 ips: 7.2745 images/s
[08/08 23:15:53] ppdet.engine INFO: Epoch: [8] [ 1800/54024] learning_rate: 0.000100 loss_class: 0.677687 loss_bbox: 0.106027 loss_giou: 0.457328 loss_class_aux: 4.203827 loss_bbox_aux: 0.686671 loss_giou_aux: 2.900336 loss_class_dn: 0.339844 loss_bbox_dn: 0.093701 loss_giou_dn: 0.355566 loss_class_aux_dn: 1.828747 loss_bbox_aux_dn: 0.585246 loss_giou_aux_dn: 2.059191 loss: 14.374083 eta: 44 days, 1:43:02 batch_cost: 1.1486 data_cost: 0.0014 ips: 6.9647 images/s
[08/08 23:18:00] ppdet.engine INFO: Epoch: [8] [ 1900/54024] learning_rate: 0.000100 loss_class: 0.664975 loss_bbox: 0.105973 loss_giou: 0.481315 loss_class_aux: 4.116424 loss_bbox_aux: 0.690477 loss_giou_aux: 3.000049 loss_class_dn: 0.346372 loss_bbox_dn: 0.097296 loss_giou_dn: 0.367753 loss_class_aux_dn: 1.861738 loss_bbox_aux_dn: 0.604418 loss_giou_aux_dn: 2.118693 loss: 14.883541 eta: 44 days, 1:47:39 batch_cost: 1.2251 data_cost: 0.0014 ips: 6.5299 images/s
[08/08 23:19:56] ppdet.engine INFO: Epoch: [8] [ 2000/54024] learning_rate: 0.000100 loss_class: 0.699714 loss_bbox: 0.117407 loss_giou: 0.479208 loss_class_aux: 4.305618 loss_bbox_aux: 0.769066 loss_giou_aux: 2.999633 loss_class_dn: 0.348293 loss_bbox_dn: 0.110749 loss_giou_dn: 0.376510 loss_class_aux_dn: 1.857177 loss_bbox_aux_dn: 0.669766 loss_giou_aux_dn: 2.111436 loss: 15.166055 eta: 44 days, 1:45:57 batch_cost: 1.1045 data_cost: 0.0014 ips: 7.2431 images/s
[08/08 23:22:02] ppdet.engine INFO: Epoch: [8] [ 2100/54024] learning_rate: 0.000100 loss_class: 0.705840 loss_bbox: 0.117987 loss_giou: 0.513378 loss_class_aux: 4.423096 loss_bbox_aux: 0.756682 loss_giou_aux: 3.249494 loss_class_dn: 0.370936 loss_bbox_dn: 0.106994 loss_giou_dn: 0.409678 loss_class_aux_dn: 1.993931 loss_bbox_aux_dn: 0.658328 loss_giou_aux_dn: 2.324925 loss: 16.176483 eta: 44 days, 1:49:45 batch_cost: 1.2099 data_cost: 0.0119 ips: 6.6123 images/s
[08/08 23:24:02] ppdet.engine INFO: Epoch: [8] [ 2200/54024] learning_rate: 0.000100 loss_class: 0.682247 loss_bbox: 0.107691 loss_giou: 0.472207 loss_class_aux: 4.195389 loss_bbox_aux: 0.710522 loss_giou_aux: 2.915204 loss_class_dn: 0.326773 loss_bbox_dn: 0.104850 loss_giou_dn: 0.364823 loss_class_aux_dn: 1.798169 loss_bbox_aux_dn: 0.645254 loss_giou_aux_dn: 2.067492 loss: 14.554440 eta: 44 days, 1:49:47 batch_cost: 1.1378 data_cost: 0.0166 ips: 7.0312 images/s
[08/08 23:26:06] ppdet.engine INFO: Epoch: [8] [ 2300/54024] learning_rate: 0.000100 loss_class: 0.692196 loss_bbox: 0.120226 loss_giou: 0.503918 loss_class_aux: 4.322610 loss_bbox_aux: 0.788735 loss_giou_aux: 3.202282 loss_class_dn: 0.354686 loss_bbox_dn: 0.104461 loss_giou_dn: 0.368775 loss_class_aux_dn: 1.922633 loss_bbox_aux_dn: 0.653211 loss_giou_aux_dn: 2.114400 loss: 15.218290 eta: 44 days, 1:52:25 batch_cost: 1.1878 data_cost: 0.0014 ips: 6.7350 images/s
[08/08 23:28:01] ppdet.engine INFO: Epoch: [8] [ 2400/54024] learning_rate: 0.000100 loss_class: 0.692228 loss_bbox: 0.111066 loss_giou: 0.503399 loss_class_aux: 4.296423 loss_bbox_aux: 0.725095 loss_giou_aux: 3.135244 loss_class_dn: 0.344544 loss_bbox_dn: 0.103983 loss_giou_dn: 0.379967 loss_class_aux_dn: 1.876715 loss_bbox_aux_dn: 0.640951 loss_giou_aux_dn: 2.125323 loss: 14.976912 eta: 44 days, 1:50:38 batch_cost: 1.1031 data_cost: 0.0013 ips: 7.2520 images/s
[08/08 23:29:55] ppdet.engine INFO: Epoch: [8] [ 2500/54024] learning_rate: 0.000100 loss_class: 0.679132 loss_bbox: 0.112342 loss_giou: 0.522481 loss_class_aux: 4.158906 loss_bbox_aux: 0.734874 loss_giou_aux: 3.264305 loss_class_dn: 0.350878 loss_bbox_dn: 0.105198 loss_giou_dn: 0.391283 loss_class_aux_dn: 1.897953 loss_bbox_aux_dn: 0.644179 loss_giou_aux_dn: 2.235059 loss: 15.505090 eta: 44 days, 1:47:38 batch_cost: 1.0799 data_cost: 0.0014 ips: 7.4083 images/s
[08/08 23:31:51] ppdet.engine INFO: Epoch: [8] [ 2600/54024] learning_rate: 0.000100 loss_class: 0.714597 loss_bbox: 0.113901 loss_giou: 0.491591 loss_class_aux: 4.408612 loss_bbox_aux: 0.747231 loss_giou_aux: 3.093942 loss_class_dn: 0.356902 loss_bbox_dn: 0.103253 loss_giou_dn: 0.391429 loss_class_aux_dn: 1.902457 loss_bbox_aux_dn: 0.666410 loss_giou_aux_dn: 2.201952 loss: 15.189399 eta: 44 days, 1:46:01 batch_cost: 1.1066 data_cost: 0.0013 ips: 7.2294 images/s
[08/08 23:33:42] ppdet.engine INFO: Epoch: [8] [ 2700/54024] learning_rate: 0.000100 loss_class: 0.718139 loss_bbox: 0.114167 loss_giou: 0.544411 loss_class_aux: 4.399161 loss_bbox_aux: 0.762251 loss_giou_aux: 3.421094 loss_class_dn: 0.378398 loss_bbox_dn: 0.106333 loss_giou_dn: 0.409264 loss_class_aux_dn: 2.036830 loss_bbox_aux_dn: 0.659224 loss_giou_aux_dn: 2.360608 loss: 16.392651 eta: 44 days, 1:42:01 batch_cost: 1.0604 data_cost: 0.0014 ips: 7.5442 images/s
[08/08 23:35:50] ppdet.engine INFO: Epoch: [8] [ 2800/54024] learning_rate: 0.000100 loss_class: 0.676649 loss_bbox: 0.106116 loss_giou: 0.476900 loss_class_aux: 4.121577 loss_bbox_aux: 0.700312 loss_giou_aux: 3.021740 loss_class_dn: 0.336610 loss_bbox_dn: 0.105617 loss_giou_dn: 0.363561 loss_class_aux_dn: 1.826566 loss_bbox_aux_dn: 0.650374 loss_giou_aux_dn: 2.071064 loss: 14.398240 eta: 44 days, 1:46:20 batch_cost: 1.2206 data_cost: 0.0841 ips: 6.5544 images/s
[08/08 23:37:44] ppdet.engine INFO: Epoch: [8] [ 2900/54024] learning_rate: 0.000100 loss_class: 0.701761 loss_bbox: 0.106807 loss_giou: 0.491117 loss_class_aux: 4.377531 loss_bbox_aux: 0.718682 loss_giou_aux: 3.009091 loss_class_dn: 0.358240 loss_bbox_dn: 0.094893 loss_giou_dn: 0.382405 loss_class_aux_dn: 1.923644 loss_bbox_aux_dn: 0.606266 loss_giou_aux_dn: 2.180992 loss: 15.236977 eta: 44 days, 1:43:42 batch_cost: 1.0869 data_cost: 0.0013 ips: 7.3604 images/s
[08/08 23:39:37] ppdet.engine INFO: Epoch: [8] [ 3000/54024] learning_rate: 0.000100 loss_class: 0.699228 loss_bbox: 0.110874 loss_giou: 0.471161 loss_class_aux: 4.323336 loss_bbox_aux: 0.741325 loss_giou_aux: 2.914800 loss_class_dn: 0.345817 loss_bbox_dn: 0.107058 loss_giou_dn: 0.372489 loss_class_aux_dn: 1.853549 loss_bbox_aux_dn: 0.637847 loss_giou_aux_dn: 2.083734 loss: 14.867483 eta: 44 days, 1:40:38 batch_cost: 1.0785 data_cost: 0.0014 ips: 7.4175 images/s
[08/08 23:41:30] ppdet.engine INFO: Epoch: [8] [ 3100/54024] learning_rate: 0.000100 loss_class: 0.698611 loss_bbox: 0.108108 loss_giou: 0.529117 loss_class_aux: 4.386087 loss_bbox_aux: 0.711716 loss_giou_aux: 3.299150 loss_class_dn: 0.350033 loss_bbox_dn: 0.103849 loss_giou_dn: 0.398113 loss_class_aux_dn: 1.914647 loss_bbox_aux_dn: 0.653765 loss_giou_aux_dn: 2.284204 loss: 15.406323 eta: 44 days, 1:37:52 batch_cost: 1.0844 data_cost: 0.0014 ips: 7.3775 images/s
[08/08 23:43:27] ppdet.engine INFO: Epoch: [8] [ 3200/54024] learning_rate: 0.000100 loss_class: 0.692657 loss_bbox: 0.111844 loss_giou: 0.554271 loss_class_aux: 4.399466 loss_bbox_aux: 0.709586 loss_giou_aux: 3.415011 loss_class_dn: 0.367698 loss_bbox_dn: 0.100427 loss_giou_dn: 0.420604 loss_class_aux_dn: 1.954774 loss_bbox_aux_dn: 0.622001 loss_giou_aux_dn: 2.374794 loss: 15.861089 eta: 44 days, 1:36:39 batch_cost: 1.1141 data_cost: 0.0148 ips: 7.1804 images/s
[08/08 23:45:24] ppdet.engine INFO: Epoch: [8] [ 3300/54024] learning_rate: 0.000100 loss_class: 0.681510 loss_bbox: 0.113197 loss_giou: 0.487063 loss_class_aux: 4.263515 loss_bbox_aux: 0.725473 loss_giou_aux: 3.066799 loss_class_dn: 0.342800 loss_bbox_dn: 0.107299 loss_giou_dn: 0.386285 loss_class_aux_dn: 1.869095 loss_bbox_aux_dn: 0.666434 loss_giou_aux_dn: 2.197507 loss: 15.067041 eta: 44 days, 1:35:27 batch_cost: 1.1144 data_cost: 0.0014 ips: 7.1787 images/s
[08/08 23:47:19] ppdet.engine INFO: Epoch: [8] [ 3400/54024] learning_rate: 0.000100 loss_class: 0.657834 loss_bbox: 0.102043 loss_giou: 0.487845 loss_class_aux: 4.075845 loss_bbox_aux: 0.662661 loss_giou_aux: 3.070312 loss_class_dn: 0.331250 loss_bbox_dn: 0.097306 loss_giou_dn: 0.378301 loss_class_aux_dn: 1.782295 loss_bbox_aux_dn: 0.601582 loss_giou_aux_dn: 2.145522 loss: 14.775058 eta: 44 days, 1:33:13 batch_cost: 1.0948 data_cost: 0.0014 ips: 7.3075 images/s
[08/08 23:49:08] ppdet.engine INFO: Epoch: [8] [ 3500/54024] learning_rate: 0.000100 loss_class: 0.713984 loss_bbox: 0.105701 loss_giou: 0.510193 loss_class_aux: 4.437033 loss_bbox_aux: 0.696100 loss_giou_aux: 3.214451 loss_class_dn: 0.364250 loss_bbox_dn: 0.106243 loss_giou_dn: 0.400084 loss_class_aux_dn: 1.967923 loss_bbox_aux_dn: 0.661195 loss_giou_aux_dn: 2.303767 loss: 15.192665 eta: 44 days, 1:27:43 batch_cost: 1.0313 data_cost: 0.0014 ips: 7.7575 images/s
[08/08 23:50:58] ppdet.engine INFO: Epoch: [8] [ 3600/54024] learning_rate: 0.000100 loss_class: 0.711806 loss_bbox: 0.116524 loss_giou: 0.480402 loss_class_aux: 4.340744 loss_bbox_aux: 0.751077 loss_giou_aux: 2.965931 loss_class_dn: 0.352501 loss_bbox_dn: 0.108702 loss_giou_dn: 0.383454 loss_class_aux_dn: 1.890934 loss_bbox_aux_dn: 0.673577 loss_giou_aux_dn: 2.163790 loss: 15.116927 eta: 44 days, 1:23:27 batch_cost: 1.0549 data_cost: 0.0014 ips: 7.5837 images/s
[08/08 23:52:51] ppdet.engine INFO: Epoch: [8] [ 3700/54024] learning_rate: 0.000100 loss_class: 0.655794 loss_bbox: 0.103070 loss_giou: 0.484844 loss_class_aux: 4.068429 loss_bbox_aux: 0.676459 loss_giou_aux: 3.045050 loss_class_dn: 0.339742 loss_bbox_dn: 0.100591 loss_giou_dn: 0.382073 loss_class_aux_dn: 1.823918 loss_bbox_aux_dn: 0.620650 loss_giou_aux_dn: 2.160781 loss: 14.959329 eta: 44 days, 1:19:53 batch_cost: 1.0687 data_cost: 0.0027 ips: 7.4861 images/s
[08/08 23:54:43] ppdet.engine INFO: Epoch: [8] [ 3800/54024] learning_rate: 0.000100 loss_class: 0.707397 loss_bbox: 0.118445 loss_giou: 0.539356 loss_class_aux: 4.402287 loss_bbox_aux: 0.763057 loss_giou_aux: 3.343633 loss_class_dn: 0.364718 loss_bbox_dn: 0.106694 loss_giou_dn: 0.400970 loss_class_aux_dn: 1.976815 loss_bbox_aux_dn: 0.665504 loss_giou_aux_dn: 2.289939 loss: 16.032504 eta: 44 days, 1:16:41 batch_cost: 1.0754 data_cost: 0.0014 ips: 7.4393 images/s
[08/08 23:56:35] ppdet.engine INFO: Epoch: [8] [ 3900/54024] learning_rate: 0.000100 loss_class: 0.686421 loss_bbox: 0.114952 loss_giou: 0.490577 loss_class_aux: 4.226788 loss_bbox_aux: 0.737892 loss_giou_aux: 3.105563 loss_class_dn: 0.352709 loss_bbox_dn: 0.107463 loss_giou_dn: 0.402014 loss_class_aux_dn: 1.894492 loss_bbox_aux_dn: 0.689087 loss_giou_aux_dn: 2.273490 loss: 15.385016 eta: 44 days, 1:13:14 batch_cost: 1.0707 data_cost: 0.0013 ips: 7.4718 images/s
[08/08 23:58:27] ppdet.engine INFO: Epoch: [8] [ 4000/54024] learning_rate: 0.000100 loss_class: 0.703147 loss_bbox: 0.113242 loss_giou: 0.519214 loss_class_aux: 4.325663 loss_bbox_aux: 0.730724 loss_giou_aux: 3.229479 loss_class_dn: 0.359928 loss_bbox_dn: 0.100779 loss_giou_dn: 0.391302 loss_class_aux_dn: 1.952836 loss_bbox_aux_dn: 0.628611 loss_giou_aux_dn: 2.223735 loss: 15.725037 eta: 44 days, 1:09:41 batch_cost: 1.0688 data_cost: 0.0013 ips: 7.4848 images/s
[08/09 00:00:26] ppdet.engine INFO: Epoch: [8] [ 4100/54024] learning_rate: 0.000100 loss_class: 0.657924 loss_bbox: 0.105697 loss_giou: 0.461636 loss_class_aux: 4.128464 loss_bbox_aux: 0.690725 loss_giou_aux: 2.888769 loss_class_dn: 0.339329 loss_bbox_dn: 0.098738 loss_giou_dn: 0.363296 loss_class_aux_dn: 1.830753 loss_bbox_aux_dn: 0.632129 loss_giou_aux_dn: 2.081864 loss: 14.680261 eta: 44 days, 1:09:08 batch_cost: 1.1271 data_cost: 0.0014 ips: 7.0977 images/s
[08/09 00:02:19] ppdet.engine INFO: Epoch: [8] [ 4200/54024] learning_rate: 0.000100 loss_class: 0.697559 loss_bbox: 0.114753 loss_giou: 0.466376 loss_class_aux: 4.268722 loss_bbox_aux: 0.730664 loss_giou_aux: 2.907039 loss_class_dn: 0.337768 loss_bbox_dn: 0.107270 loss_giou_dn: 0.359289 loss_class_aux_dn: 1.831180 loss_bbox_aux_dn: 0.668315 loss_giou_aux_dn: 2.075349 loss: 14.884737 eta: 44 days, 1:06:00 batch_cost: 1.0767 data_cost: 0.0302 ips: 7.4304 images/s
[08/09 00:04:11] ppdet.engine INFO: Epoch: [8] [ 4300/54024] learning_rate: 0.000100 loss_class: 0.708242 loss_bbox: 0.116297 loss_giou: 0.521676 loss_class_aux: 4.406094 loss_bbox_aux: 0.744189 loss_giou_aux: 3.203583 loss_class_dn: 0.355515 loss_bbox_dn: 0.107799 loss_giou_dn: 0.390127 loss_class_aux_dn: 1.918421 loss_bbox_aux_dn: 0.659762 loss_giou_aux_dn: 2.227557 loss: 15.895157 eta: 44 days, 1:02:15 batch_cost: 1.0645 data_cost: 0.0014 ips: 7.5150 images/s
[08/09 00:06:08] ppdet.engine INFO: Epoch: [8] [ 4400/54024] learning_rate: 0.000100 loss_class: 0.700517 loss_bbox: 0.104991 loss_giou: 0.536757 loss_class_aux: 4.380646 loss_bbox_aux: 0.679726 loss_giou_aux: 3.306773 loss_class_dn: 0.355617 loss_bbox_dn: 0.096596 loss_giou_dn: 0.404399 loss_class_aux_dn: 1.941939 loss_bbox_aux_dn: 0.596163 loss_giou_aux_dn: 2.309575 loss: 15.239536 eta: 44 days, 1:01:07 batch_cost: 1.1159 data_cost: 0.0019 ips: 7.1691 images/s
[08/09 00:07:59] ppdet.engine INFO: Epoch: [8] [ 4500/54024] learning_rate: 0.000100 loss_class: 0.697495 loss_bbox: 0.109132 loss_giou: 0.494148 loss_class_aux: 4.358637 loss_bbox_aux: 0.725034 loss_giou_aux: 3.084821 loss_class_dn: 0.340012 loss_bbox_dn: 0.106860 loss_giou_dn: 0.368295 loss_class_aux_dn: 1.816313 loss_bbox_aux_dn: 0.635571 loss_giou_aux_dn: 2.121088 loss: 15.042375 eta: 44 days, 0:57:14 batch_cost: 1.0617 data_cost: 0.0014 ips: 7.5351 images/s
[08/09 00:09:58] ppdet.engine INFO: Epoch: [8] [ 4600/54024] learning_rate: 0.000100 loss_class: 0.679269 loss_bbox: 0.111361 loss_giou: 0.487887 loss_class_aux: 4.173343 loss_bbox_aux: 0.703078 loss_giou_aux: 3.078150 loss_class_dn: 0.353331 loss_bbox_dn: 0.103964 loss_giou_dn: 0.392230 loss_class_aux_dn: 1.913739 loss_bbox_aux_dn: 0.640592 loss_giou_aux_dn: 2.194010 loss: 15.469974 eta: 44 days, 0:56:58 batch_cost: 1.1328 data_cost: 0.0340 ips: 7.0622 images/s
[08/09 00:11:48] ppdet.engine INFO: Epoch: [8] [ 4700/54024] learning_rate: 0.000100 loss_class: 0.697913 loss_bbox: 0.109428 loss_giou: 0.509770 loss_class_aux: 4.303823 loss_bbox_aux: 0.701817 loss_giou_aux: 3.195381 loss_class_dn: 0.329210 loss_bbox_dn: 0.096760 loss_giou_dn: 0.392627 loss_class_aux_dn: 1.775414 loss_bbox_aux_dn: 0.604671 loss_giou_aux_dn: 2.231030 loss: 14.256538 eta: 44 days, 0:52:26 batch_cost: 1.0492 data_cost: 0.0014 ips: 7.6246 images/s
[08/09 00:13:42] ppdet.engine INFO: Epoch: [8] [ 4800/54024] learning_rate: 0.000100 loss_class: 0.748098 loss_bbox: 0.118939 loss_giou: 0.531575 loss_class_aux: 4.516406 loss_bbox_aux: 0.770115 loss_giou_aux: 3.314057 loss_class_dn: 0.357187 loss_bbox_dn: 0.114195 loss_giou_dn: 0.405296 loss_class_aux_dn: 1.911863 loss_bbox_aux_dn: 0.672410 loss_giou_aux_dn: 2.307379 loss: 16.029157 eta: 44 days, 0:49:31 batch_cost: 1.0806 data_cost: 0.0015 ips: 7.4031 images/s
[08/09 00:15:42] ppdet.engine INFO: Epoch: [8] [ 4900/54024] learning_rate: 0.000100 loss_class: 0.720515 loss_bbox: 0.115833 loss_giou: 0.483799 loss_class_aux: 4.477552 loss_bbox_aux: 0.754291 loss_giou_aux: 3.008109 loss_class_dn: 0.348250 loss_bbox_dn: 0.101504 loss_giou_dn: 0.366836 loss_class_aux_dn: 1.894560 loss_bbox_aux_dn: 0.621609 loss_giou_aux_dn: 2.133096 loss: 15.775692 eta: 44 days, 0:50:06 batch_cost: 1.1492 data_cost: 0.0014 ips: 6.9611 images/s
[08/09 00:17:37] ppdet.engine INFO: Epoch: [8] [ 5000/54024] learning_rate: 0.000100 loss_class: 0.704731 loss_bbox: 0.113175 loss_giou: 0.516733 loss_class_aux: 4.337500 loss_bbox_aux: 0.727451 loss_giou_aux: 3.191117 loss_class_dn: 0.340572 loss_bbox_dn: 0.103500 loss_giou_dn: 0.375204 loss_class_aux_dn: 1.860746 loss_bbox_aux_dn: 0.647997 loss_giou_aux_dn: 2.130073 loss: 15.421831 eta: 44 days, 0:48:03 batch_cost: 1.0978 data_cost: 0.0014 ips: 7.2876 images/s
[08/09 00:19:40] ppdet.engine INFO: Epoch: [8] [ 5100/54024] learning_rate: 0.000100 loss_class: 0.695981 loss_bbox: 0.110559 loss_giou: 0.502077 loss_class_aux: 4.392433 loss_bbox_aux: 0.714986 loss_giou_aux: 3.137176 loss_class_dn: 0.355059 loss_bbox_dn: 0.100503 loss_giou_dn: 0.385883 loss_class_aux_dn: 1.920884 loss_bbox_aux_dn: 0.618200 loss_giou_aux_dn: 2.220141 loss: 15.498979 eta: 44 days, 0:49:41 batch_cost: 1.1705 data_cost: 0.0014 ips: 6.8349 images/s
[08/09 00:21:35] ppdet.engine INFO: Epoch: [8] [ 5200/54024] learning_rate: 0.000100 loss_class: 0.705531 loss_bbox: 0.109460 loss_giou: 0.485898 loss_class_aux: 4.377805 loss_bbox_aux: 0.705792 loss_giou_aux: 3.033248 loss_class_dn: 0.346215 loss_bbox_dn: 0.102076 loss_giou_dn: 0.370687 loss_class_aux_dn: 1.864096 loss_bbox_aux_dn: 0.634924 loss_giou_aux_dn: 2.115110 loss: 15.280196 eta: 44 days, 0:48:07 batch_cost: 1.1073 data_cost: 0.0014 ips: 7.2250 images/s
[08/09 00:23:30] ppdet.engine INFO: Epoch: [8] [ 5300/54024] learning_rate: 0.000100 loss_class: 0.696415 loss_bbox: 0.117096 loss_giou: 0.520288 loss_class_aux: 4.276790 loss_bbox_aux: 0.737557 loss_giou_aux: 3.210802 loss_class_dn: 0.354969 loss_bbox_dn: 0.114469 loss_giou_dn: 0.408444 loss_class_aux_dn: 1.926194 loss_bbox_aux_dn: 0.681220 loss_giou_aux_dn: 2.332658 loss: 15.577432 eta: 44 days, 0:45:47 batch_cost: 1.0920 data_cost: 0.0088 ips: 7.3258 images/s
[08/09 00:25:27] ppdet.engine INFO: Epoch: [8] [ 5400/54024] learning_rate: 0.000100 loss_class: 0.733296 loss_bbox: 0.118447 loss_giou: 0.544428 loss_class_aux: 4.555916 loss_bbox_aux: 0.758756 loss_giou_aux: 3.360741 loss_class_dn: 0.380599 loss_bbox_dn: 0.097521 loss_giou_dn: 0.400819 loss_class_aux_dn: 2.039244 loss_bbox_aux_dn: 0.608756 loss_giou_aux_dn: 2.313431 loss: 16.440691 eta: 44 days, 0:44:50 batch_cost: 1.1196 data_cost: 0.0014 ips: 7.1456 images/s
[08/09 00:27:18] ppdet.engine INFO: Epoch: [8] [ 5500/54024] learning_rate: 0.000100 loss_class: 0.689146 loss_bbox: 0.109125 loss_giou: 0.509984 loss_class_aux: 4.358407 loss_bbox_aux: 0.712057 loss_giou_aux: 3.191233 loss_class_dn: 0.338791 loss_bbox_dn: 0.104191 loss_giou_dn: 0.377362 loss_class_aux_dn: 1.859623 loss_bbox_aux_dn: 0.648111 loss_giou_aux_dn: 2.166195 loss: 14.977954 eta: 44 days, 0:40:25 batch_cost: 1.0511 data_cost: 0.0014 ips: 7.6113 images/s
[08/09 00:29:09] ppdet.engine INFO: Epoch: [8] [ 5600/54024] learning_rate: 0.000100 loss_class: 0.659069 loss_bbox: 0.104514 loss_giou: 0.475433 loss_class_aux: 3.997591 loss_bbox_aux: 0.677400 loss_giou_aux: 3.005098 loss_class_dn: 0.319648 loss_bbox_dn: 0.096189 loss_giou_dn: 0.348559 loss_class_aux_dn: 1.752603 loss_bbox_aux_dn: 0.578947 loss_giou_aux_dn: 2.002416 loss: 14.503006 eta: 44 days, 0:36:11 batch_cost: 1.0547 data_cost: 0.0014 ips: 7.5854 images/s
[08/09 00:31:07] ppdet.engine INFO: Epoch: [8] [ 5700/54024] learning_rate: 0.000100 loss_class: 0.743164 loss_bbox: 0.109618 loss_giou: 0.531285 loss_class_aux: 4.543096 loss_bbox_aux: 0.696167 loss_giou_aux: 3.297478 loss_class_dn: 0.367386 loss_bbox_dn: 0.102946 loss_giou_dn: 0.398929 loss_class_aux_dn: 2.000031 loss_bbox_aux_dn: 0.652470 loss_giou_aux_dn: 2.287194 loss: 15.787010 eta: 44 days, 0:35:50 batch_cost: 1.1314 data_cost: 0.0014 ips: 7.0711 images/s
[08/09 00:33:00] ppdet.engine INFO: Epoch: [8] [ 5800/54024] learning_rate: 0.000100 loss_class: 0.676564 loss_bbox: 0.110134 loss_giou: 0.452759 loss_class_aux: 4.182609 loss_bbox_aux: 0.718391 loss_giou_aux: 2.857140 loss_class_dn: 0.340631 loss_bbox_dn: 0.107264 loss_giou_dn: 0.346635 loss_class_aux_dn: 1.849984 loss_bbox_aux_dn: 0.671571 loss_giou_aux_dn: 1.988234 loss: 14.461254 eta: 44 days, 0:32:53 batch_cost: 1.0797 data_cost: 0.0014 ips: 7.4095 images/s
[08/09 00:35:16] ppdet.engine INFO: Epoch: [8] [ 5900/54024] learning_rate: 0.000100 loss_class: 0.696524 loss_bbox: 0.109100 loss_giou: 0.521602 loss_class_aux: 4.286977 loss_bbox_aux: 0.703434 loss_giou_aux: 3.199013 loss_class_dn: 0.332899 loss_bbox_dn: 0.103577 loss_giou_dn: 0.366626 loss_class_aux_dn: 1.829310 loss_bbox_aux_dn: 0.633029 loss_giou_aux_dn: 2.075295 loss: 15.109185 eta: 44 days, 0:41:04 batch_cost: 1.3007 data_cost: 0.0014 ips: 6.1507 images/s
[08/09 00:37:12] ppdet.engine INFO: Epoch: [8] [ 6000/54024] learning_rate: 0.000100 loss_class: 0.699054 loss_bbox: 0.112021 loss_giou: 0.486078 loss_class_aux: 4.291403 loss_bbox_aux: 0.744466 loss_giou_aux: 3.022707 loss_class_dn: 0.343468 loss_bbox_dn: 0.110126 loss_giou_dn: 0.374305 loss_class_aux_dn: 1.853176 loss_bbox_aux_dn: 0.670463 loss_giou_aux_dn: 2.126134 loss: 15.306874 eta: 44 days, 0:39:33 batch_cost: 1.1082 data_cost: 0.0013 ips: 7.2192 images/s
[08/09 00:39:02] ppdet.engine INFO: Epoch: [8] [ 6100/54024] learning_rate: 0.000100 loss_class: 0.691557 loss_bbox: 0.113429 loss_giou: 0.514055 loss_class_aux: 4.325277 loss_bbox_aux: 0.713138 loss_giou_aux: 3.204464 loss_class_dn: 0.367741 loss_bbox_dn: 0.098796 loss_giou_dn: 0.399976 loss_class_aux_dn: 1.994733 loss_bbox_aux_dn: 0.606088 loss_giou_aux_dn: 2.283285 loss: 15.723449 eta: 44 days, 0:35:04 batch_cost: 1.0497 data_cost: 0.0014 ips: 7.6210 images/s
[08/09 00:40:56] ppdet.engine INFO: Epoch: [8] [ 6200/54024] learning_rate: 0.000100 loss_class: 0.703261 loss_bbox: 0.106313 loss_giou: 0.505203 loss_class_aux: 4.412777 loss_bbox_aux: 0.709262 loss_giou_aux: 3.141262 loss_class_dn: 0.351822 loss_bbox_dn: 0.107275 loss_giou_dn: 0.394225 loss_class_aux_dn: 1.920523 loss_bbox_aux_dn: 0.682235 loss_giou_aux_dn: 2.252782 loss: 15.292851 eta: 44 days, 0:32:15 batch_cost: 1.0825 data_cost: 0.0013 ips: 7.3900 images/s
[08/09 00:42:50] ppdet.engine INFO: Epoch: [8] [ 6300/54024] learning_rate: 0.000100 loss_class: 0.686903 loss_bbox: 0.107749 loss_giou: 0.501838 loss_class_aux: 4.318695 loss_bbox_aux: 0.720379 loss_giou_aux: 3.162911 loss_class_dn: 0.348175 loss_bbox_dn: 0.098033 loss_giou_dn: 0.384390 loss_class_aux_dn: 1.871539 loss_bbox_aux_dn: 0.626017 loss_giou_aux_dn: 2.190395 loss: 15.358891 eta: 44 days, 0:29:34 batch_cost: 1.0853 data_cost: 0.0014 ips: 7.3711 images/s
[08/09 00:44:57] ppdet.engine INFO: Epoch: [8] [ 6400/54024] learning_rate: 0.000100 loss_class: 0.718186 loss_bbox: 0.113715 loss_giou: 0.547023 loss_class_aux: 4.328582 loss_bbox_aux: 0.737686 loss_giou_aux: 3.406514 loss_class_dn: 0.358770 loss_bbox_dn: 0.106705 loss_giou_dn: 0.415269 loss_class_aux_dn: 1.940137 loss_bbox_aux_dn: 0.645374 loss_giou_aux_dn: 2.340925 loss: 15.650335 eta: 44 days, 0:33:24 batch_cost: 1.2147 data_cost: 0.1153 ips: 6.5858 images/s
[08/09 00:46:52] ppdet.engine INFO: Epoch: [8] [ 6500/54024] learning_rate: 0.000100 loss_class: 0.655540 loss_bbox: 0.103863 loss_giou: 0.479919 loss_class_aux: 4.178103 loss_bbox_aux: 0.664798 loss_giou_aux: 2.948934 loss_class_dn: 0.350201 loss_bbox_dn: 0.103699 loss_giou_dn: 0.380598 loss_class_aux_dn: 1.876824 loss_bbox_aux_dn: 0.630628 loss_giou_aux_dn: 2.204603 loss: 14.982122 eta: 44 days, 0:31:04 batch_cost: 1.0924 data_cost: 0.0014 ips: 7.3232 images/s
[08/09 00:48:44] ppdet.engine INFO: Epoch: [8] [ 6600/54024] learning_rate: 0.000100 loss_class: 0.687108 loss_bbox: 0.106978 loss_giou: 0.543506 loss_class_aux: 4.292282 loss_bbox_aux: 0.719685 loss_giou_aux: 3.373175 loss_class_dn: 0.367189 loss_bbox_dn: 0.100233 loss_giou_dn: 0.404086 loss_class_aux_dn: 1.987517 loss_bbox_aux_dn: 0.615963 loss_giou_aux_dn: 2.324540 loss: 15.747760 eta: 44 days, 0:27:28 batch_cost: 1.0668 data_cost: 0.0013 ips: 7.4989 images/s
[08/09 00:50:35] ppdet.engine INFO: Epoch: [8] [ 6700/54024] learning_rate: 0.000100 loss_class: 0.678708 loss_bbox: 0.110597 loss_giou: 0.541912 loss_class_aux: 4.295955 loss_bbox_aux: 0.703065 loss_giou_aux: 3.431658 loss_class_dn: 0.358731 loss_bbox_dn: 0.095446 loss_giou_dn: 0.423730 loss_class_aux_dn: 1.929649 loss_bbox_aux_dn: 0.604679 loss_giou_aux_dn: 2.403879 loss: 15.656608 eta: 44 days, 0:23:14 batch_cost: 1.0545 data_cost: 0.0014 ips: 7.5869 images/s
[08/09 00:52:39] ppdet.engine INFO: Epoch: [8] [ 6800/54024] learning_rate: 0.000100 loss_class: 0.714211 loss_bbox: 0.113601 loss_giou: 0.536867 loss_class_aux: 4.480201 loss_bbox_aux: 0.736773 loss_giou_aux: 3.345059 loss_class_dn: 0.358192 loss_bbox_dn: 0.102044 loss_giou_dn: 0.401623 loss_class_aux_dn: 1.918023 loss_bbox_aux_dn: 0.641691 loss_giou_aux_dn: 2.307702 loss: 15.813745 eta: 44 days, 0:26:03 batch_cost: 1.1950 data_cost: 0.0014 ips: 6.6946 images/s
[08/09 00:54:44] ppdet.engine INFO: Epoch: [8] [ 6900/54024] learning_rate: 0.000100 loss_class: 0.696298 loss_bbox: 0.109634 loss_giou: 0.509069 loss_class_aux: 4.358344 loss_bbox_aux: 0.699210 loss_giou_aux: 3.178720 loss_class_dn: 0.334864 loss_bbox_dn: 0.094075 loss_giou_dn: 0.384318 loss_class_aux_dn: 1.783451 loss_bbox_aux_dn: 0.612216 loss_giou_aux_dn: 2.175411 loss: 14.569452 eta: 44 days, 0:28:27 batch_cost: 1.1868 data_cost: 0.0014 ips: 6.7406 images/s
[08/09 00:56:38] ppdet.engine INFO: Epoch: [8] [ 7000/54024] learning_rate: 0.000100 loss_class: 0.718725 loss_bbox: 0.106941 loss_giou: 0.553149 loss_class_aux: 4.451757 loss_bbox_aux: 0.689660 loss_giou_aux: 3.422652 loss_class_dn: 0.375659 loss_bbox_dn: 0.103473 loss_giou_dn: 0.419617 loss_class_aux_dn: 2.030667 loss_bbox_aux_dn: 0.613266 loss_giou_aux_dn: 2.360070 loss: 16.122087 eta: 44 days, 0:26:09 batch_cost: 1.0928 data_cost: 0.0398 ips: 7.3204 images/s
[08/09 00:58:39] ppdet.engine INFO: Epoch: [8] [ 7100/54024] learning_rate: 0.000100 loss_class: 0.695012 loss_bbox: 0.108352 loss_giou: 0.547491 loss_class_aux: 4.425812 loss_bbox_aux: 0.688255 loss_giou_aux: 3.391873 loss_class_dn: 0.356831 loss_bbox_dn: 0.097658 loss_giou_dn: 0.401716 loss_class_aux_dn: 1.938935 loss_bbox_aux_dn: 0.612041 loss_giou_aux_dn: 2.272670 loss: 15.240940 eta: 44 days, 0:26:50 batch_cost: 1.1525 data_cost: 0.0014 ips: 6.9412 images/s
[08/09 01:00:40] ppdet.engine INFO: Epoch: [8] [ 7200/54024] learning_rate: 0.000100 loss_class: 0.702942 loss_bbox: 0.106377 loss_giou: 0.489882 loss_class_aux: 4.337821 loss_bbox_aux: 0.686673 loss_giou_aux: 3.079412 loss_class_dn: 0.353991 loss_bbox_dn: 0.098749 loss_giou_dn: 0.370363 loss_class_aux_dn: 1.913348 loss_bbox_aux_dn: 0.596733 loss_giou_aux_dn: 2.128267 loss: 15.108500 eta: 44 days, 0:27:46 batch_cost: 1.1579 data_cost: 0.0025 ips: 6.9091 images/s
[08/09 01:02:34] ppdet.engine INFO: Epoch: [8] [ 7300/54024] learning_rate: 0.000100 loss_class: 0.698829 loss_bbox: 0.109321 loss_giou: 0.510621 loss_class_aux: 4.308404 loss_bbox_aux: 0.711853 loss_giou_aux: 3.164350 loss_class_dn: 0.350946 loss_bbox_dn: 0.099802 loss_giou_dn: 0.386498 loss_class_aux_dn: 1.906128 loss_bbox_aux_dn: 0.615100 loss_giou_aux_dn: 2.215655 loss: 15.425240 eta: 44 days, 0:25:03 batch_cost: 1.0846 data_cost: 0.0014 ips: 7.3762 images/s
[08/09 01:04:25] ppdet.engine INFO: Epoch: [8] [ 7400/54024] learning_rate: 0.000100 loss_class: 0.701242 loss_bbox: 0.108698 loss_giou: 0.549874 loss_class_aux: 4.221896 loss_bbox_aux: 0.715169 loss_giou_aux: 3.468716 loss_class_dn: 0.360196 loss_bbox_dn: 0.099236 loss_giou_dn: 0.421460 loss_class_aux_dn: 1.902401 loss_bbox_aux_dn: 0.603590 loss_giou_aux_dn: 2.419977 loss: 15.688932 eta: 44 days, 0:21:13 batch_cost: 1.0622 data_cost: 0.0015 ips: 7.5313 images/s
[08/09 01:06:16] ppdet.engine INFO: Epoch: [8] [ 7500/54024] learning_rate: 0.000100 loss_class: 0.696885 loss_bbox: 0.112189 loss_giou: 0.523083 loss_class_aux: 4.389986 loss_bbox_aux: 0.723475 loss_giou_aux: 3.261296 loss_class_dn: 0.355040 loss_bbox_dn: 0.111348 loss_giou_dn: 0.388675 loss_class_aux_dn: 1.915066 loss_bbox_aux_dn: 0.667062 loss_giou_aux_dn: 2.200308 loss: 15.168983 eta: 44 days, 0:17:17 batch_cost: 1.0600 data_cost: 0.0014 ips: 7.5473 images/s
[08/09 01:08:11] ppdet.engine INFO: Epoch: [8] [ 7600/54024] learning_rate: 0.000100 loss_class: 0.657363 loss_bbox: 0.102281 loss_giou: 0.517303 loss_class_aux: 4.057736 loss_bbox_aux: 0.672578 loss_giou_aux: 3.129222 loss_class_dn: 0.349208 loss_bbox_dn: 0.096608 loss_giou_dn: 0.380189 loss_class_aux_dn: 1.899719 loss_bbox_aux_dn: 0.604064 loss_giou_aux_dn: 2.184904 loss: 15.214225 eta: 44 days, 0:15:03 batch_cost: 1.0944 data_cost: 0.0044 ips: 7.3097 images/s
[08/09 01:10:05] ppdet.engine INFO: Epoch: [8] [ 7700/54024] learning_rate: 0.000100 loss_class: 0.703803 loss_bbox: 0.110570 loss_giou: 0.472333 loss_class_aux: 4.321742 loss_bbox_aux: 0.727024 loss_giou_aux: 2.995036 loss_class_dn: 0.353473 loss_bbox_dn: 0.099605 loss_giou_dn: 0.384396 loss_class_aux_dn: 1.893250 loss_bbox_aux_dn: 0.621543 loss_giou_aux_dn: 2.200498 loss: 15.322676 eta: 44 days, 0:12:06 batch_cost: 1.0798 data_cost: 0.0014 ips: 7.4089 images/s
[08/09 01:12:02] ppdet.engine INFO: Epoch: [8] [ 7800/54024] learning_rate: 0.000100 loss_class: 0.697497 loss_bbox: 0.112933 loss_giou: 0.502372 loss_class_aux: 4.386117 loss_bbox_aux: 0.739884 loss_giou_aux: 3.114105 loss_class_dn: 0.330273 loss_bbox_dn: 0.100234 loss_giou_dn: 0.394206 loss_class_aux_dn: 1.814371 loss_bbox_aux_dn: 0.629490 loss_giou_aux_dn: 2.239952 loss: 15.695666 eta: 44 days, 0:11:09 batch_cost: 1.1199 data_cost: 0.0013 ips: 7.1437 images/s
[08/09 01:13:58] ppdet.engine INFO: Epoch: [8] [ 7900/54024] learning_rate: 0.000100 loss_class: 0.705285 loss_bbox: 0.118372 loss_giou: 0.496428 loss_class_aux: 4.414747 loss_bbox_aux: 0.761143 loss_giou_aux: 3.147204 loss_class_dn: 0.334940 loss_bbox_dn: 0.108653 loss_giou_dn: 0.384315 loss_class_aux_dn: 1.813639 loss_bbox_aux_dn: 0.688436 loss_giou_aux_dn: 2.165149 loss: 15.293766 eta: 44 days, 0:09:50 batch_cost: 1.1128 data_cost: 0.0013 ips: 7.1892 images/s
[08/09 01:15:51] ppdet.engine INFO: Epoch: [8] [ 8000/54024] learning_rate: 0.000100 loss_class: 0.677302 loss_bbox: 0.106854 loss_giou: 0.473958 loss_class_aux: 4.115584 loss_bbox_aux: 0.695487 loss_giou_aux: 2.921497 loss_class_dn: 0.326912 loss_bbox_dn: 0.105512 loss_giou_dn: 0.360704 loss_class_aux_dn: 1.815362 loss_bbox_aux_dn: 0.637626 loss_giou_aux_dn: 2.057478 loss: 14.770411 eta: 44 days, 0:06:17 batch_cost: 1.0678 data_cost: 0.0014 ips: 7.4922 images/s
[08/09 01:17:46] ppdet.engine INFO: Epoch: [8] [ 8100/54024] learning_rate: 0.000100 loss_class: 0.683850 loss_bbox: 0.107926 loss_giou: 0.509331 loss_class_aux: 4.277209 loss_bbox_aux: 0.719188 loss_giou_aux: 3.194158 loss_class_dn: 0.333998 loss_bbox_dn: 0.102813 loss_giou_dn: 0.391464 loss_class_aux_dn: 1.828791 loss_bbox_aux_dn: 0.620200 loss_giou_aux_dn: 2.264334 loss: 14.840345 eta: 44 days, 0:04:39 batch_cost: 1.1062 data_cost: 0.0013 ips: 7.2317 images/s
[08/09 01:19:40] ppdet.engine INFO: Epoch: [8] [ 8200/54024] learning_rate: 0.000100 loss_class: 0.712284 loss_bbox: 0.113838 loss_giou: 0.545710 loss_class_aux: 4.368699 loss_bbox_aux: 0.726164 loss_giou_aux: 3.318865 loss_class_dn: 0.357502 loss_bbox_dn: 0.104853 loss_giou_dn: 0.405720 loss_class_aux_dn: 1.927847 loss_bbox_aux_dn: 0.635894 loss_giou_aux_dn: 2.331890 loss: 15.728086 eta: 44 days, 0:01:45 batch_cost: 1.0804 data_cost: 0.0014 ips: 7.4046 images/s
[08/09 01:21:32] ppdet.engine INFO: Epoch: [8] [ 8300/54024] learning_rate: 0.000100 loss_class: 0.677633 loss_bbox: 0.108671 loss_giou: 0.434835 loss_class_aux: 4.263660 loss_bbox_aux: 0.703437 loss_giou_aux: 2.735844 loss_class_dn: 0.324440 loss_bbox_dn: 0.105957 loss_giou_dn: 0.348905 loss_class_aux_dn: 1.773840 loss_bbox_aux_dn: 0.657236 loss_giou_aux_dn: 1.993987 loss: 14.169534 eta: 43 days, 23:58:07 batch_cost: 1.0661 data_cost: 0.0013 ips: 7.5040 images/s
[08/09 01:23:24] ppdet.engine INFO: Epoch: [8] [ 8400/54024] learning_rate: 0.000100 loss_class: 0.729303 loss_bbox: 0.114595 loss_giou: 0.535343 loss_class_aux: 4.521188 loss_bbox_aux: 0.757641 loss_giou_aux: 3.331093 loss_class_dn: 0.376344 loss_bbox_dn: 0.106390 loss_giou_dn: 0.408003 loss_class_aux_dn: 2.036310 loss_bbox_aux_dn: 0.640789 loss_giou_aux_dn: 2.338027 loss: 16.156636 eta: 43 days, 23:54:49 batch_cost: 1.0722 data_cost: 0.0014 ips: 7.4612 images/s
[08/09 01:25:20] ppdet.engine INFO: Epoch: [8] [ 8500/54024] learning_rate: 0.000100 loss_class: 0.689239 loss_bbox: 0.108426 loss_giou: 0.530134 loss_class_aux: 4.319681 loss_bbox_aux: 0.715512 loss_giou_aux: 3.346229 loss_class_dn: 0.361917 loss_bbox_dn: 0.100885 loss_giou_dn: 0.402618 loss_class_aux_dn: 1.952771 loss_bbox_aux_dn: 0.617961 loss_giou_aux_dn: 2.340691 loss: 15.574847 eta: 43 days, 23:53:07 batch_cost: 1.1051 data_cost: 0.0014 ips: 7.2389 images/s
[08/09 01:27:15] ppdet.engine INFO: Epoch: [8] [ 8600/54024] learning_rate: 0.000100 loss_class: 0.691564 loss_bbox: 0.109904 loss_giou: 0.467296 loss_class_aux: 4.288268 loss_bbox_aux: 0.720905 loss_giou_aux: 2.923617 loss_class_dn: 0.343401 loss_bbox_dn: 0.106312 loss_giou_dn: 0.362826 loss_class_aux_dn: 1.880319 loss_bbox_aux_dn: 0.671545 loss_giou_aux_dn: 2.088786 loss: 15.015523 eta: 43 days, 23:51:11 batch_cost: 1.1000 data_cost: 0.0013 ips: 7.2724 images/s
[08/09 01:29:11] ppdet.engine INFO: Epoch: [8] [ 8700/54024] learning_rate: 0.000100 loss_class: 0.725265 loss_bbox: 0.110535 loss_giou: 0.476445 loss_class_aux: 4.397533 loss_bbox_aux: 0.723892 loss_giou_aux: 2.972564 loss_class_dn: 0.339737 loss_bbox_dn: 0.111508 loss_giou_dn: 0.371926 loss_class_aux_dn: 1.858796 loss_bbox_aux_dn: 0.675073 loss_giou_aux_dn: 2.190206 loss: 14.925134 eta: 43 days, 23:49:33 batch_cost: 1.1061 data_cost: 0.0014 ips: 7.2327 images/s
[08/09 01:31:06] ppdet.engine INFO: Epoch: [8] [ 8800/54024] learning_rate: 0.000100 loss_class: 0.704604 loss_bbox: 0.116287 loss_giou: 0.528593 loss_class_aux: 4.348188 loss_bbox_aux: 0.754887 loss_giou_aux: 3.289133 loss_class_dn: 0.359890 loss_bbox_dn: 0.107860 loss_giou_dn: 0.396823 loss_class_aux_dn: 1.920306 loss_bbox_aux_dn: 0.661199 loss_giou_aux_dn: 2.258991 loss: 15.516360 eta: 43 days, 23:47:43 batch_cost: 1.1022 data_cost: 0.0013 ips: 7.2584 images/s
[08/09 01:32:57] ppdet.engine INFO: Epoch: [8] [ 8900/54024] learning_rate: 0.000100 loss_class: 0.651364 loss_bbox: 0.105289 loss_giou: 0.502856 loss_class_aux: 4.032920 loss_bbox_aux: 0.685972 loss_giou_aux: 3.153647 loss_class_dn: 0.334817 loss_bbox_dn: 0.098116 loss_giou_dn: 0.369695 loss_class_aux_dn: 1.815326 loss_bbox_aux_dn: 0.607500 loss_giou_aux_dn: 2.120557 loss: 14.596923 eta: 43 days, 23:43:33 batch_cost: 1.0548 data_cost: 0.0013 ips: 7.5846 images/s
[08/09 01:34:57] ppdet.engine INFO: Epoch: [8] [ 9000/54024] learning_rate: 0.000100 loss_class: 0.671381 loss_bbox: 0.112095 loss_giou: 0.439069 loss_class_aux: 4.224321 loss_bbox_aux: 0.734135 loss_giou_aux: 2.757662 loss_class_dn: 0.322856 loss_bbox_dn: 0.102819 loss_giou_dn: 0.341378 loss_class_aux_dn: 1.765939 loss_bbox_aux_dn: 0.633744 loss_giou_aux_dn: 1.974739 loss: 14.428930 eta: 43 days, 23:43:37 batch_cost: 1.1409 data_cost: 0.0013 ips: 7.0123 images/s
[08/09 01:36:49] ppdet.engine INFO: Epoch: [8] [ 9100/54024] learning_rate: 0.000100 loss_class: 0.679421 loss_bbox: 0.107676 loss_giou: 0.456387 loss_class_aux: 4.207509 loss_bbox_aux: 0.702714 loss_giou_aux: 2.875692 loss_class_dn: 0.340075 loss_bbox_dn: 0.106985 loss_giou_dn: 0.359922 loss_class_aux_dn: 1.818235 loss_bbox_aux_dn: 0.642458 loss_giou_aux_dn: 2.046022 loss: 14.739089 eta: 43 days, 23:40:09 batch_cost: 1.0690 data_cost: 0.0019 ips: 7.4835 images/s
[08/09 01:38:47] ppdet.engine INFO: Epoch: [8] [ 9200/54024] learning_rate: 0.000100 loss_class: 0.661630 loss_bbox: 0.106228 loss_giou: 0.490250 loss_class_aux: 4.072213 loss_bbox_aux: 0.696971 loss_giou_aux: 3.075112 loss_class_dn: 0.340974 loss_bbox_dn: 0.095202 loss_giou_dn: 0.382986 loss_class_aux_dn: 1.812022 loss_bbox_aux_dn: 0.593983 loss_giou_aux_dn: 2.170707 loss: 14.864788 eta: 43 days, 23:39:29 batch_cost: 1.1257 data_cost: 0.0225 ips: 7.1067 images/s
[08/09 01:40:44] ppdet.engine INFO: Epoch: [8] [ 9300/54024] learning_rate: 0.000100 loss_class: 0.678521 loss_bbox: 0.102510 loss_giou: 0.458156 loss_class_aux: 4.224683 loss_bbox_aux: 0.689419 loss_giou_aux: 2.868655 loss_class_dn: 0.335704 loss_bbox_dn: 0.097260 loss_giou_dn: 0.360752 loss_class_aux_dn: 1.815911 loss_bbox_aux_dn: 0.621926 loss_giou_aux_dn: 2.041734 loss: 14.547074 eta: 43 days, 23:38:22 batch_cost: 1.1168 data_cost: 0.0014 ips: 7.1636 images/s
[08/09 01:42:38] ppdet.engine INFO: Epoch: [8] [ 9400/54024] learning_rate: 0.000100 loss_class: 0.718362 loss_bbox: 0.101582 loss_giou: 0.464576 loss_class_aux: 4.569276 loss_bbox_aux: 0.684418 loss_giou_aux: 2.888435 loss_class_dn: 0.340947 loss_bbox_dn: 0.095309 loss_giou_dn: 0.366225 loss_class_aux_dn: 1.862072 loss_bbox_aux_dn: 0.595908 loss_giou_aux_dn: 2.068494 loss: 15.053481 eta: 43 days, 23:35:41 batch_cost: 1.0850 data_cost: 0.0169 ips: 7.3730 images/s
[08/09 01:44:35] ppdet.engine INFO: Epoch: [8] [ 9500/54024] learning_rate: 0.000100 loss_class: 0.690302 loss_bbox: 0.104671 loss_giou: 0.508497 loss_class_aux: 4.330837 loss_bbox_aux: 0.678885 loss_giou_aux: 3.142949 loss_class_dn: 0.339653 loss_bbox_dn: 0.099118 loss_giou_dn: 0.382027 loss_class_aux_dn: 1.859479 loss_bbox_aux_dn: 0.600897 loss_giou_aux_dn: 2.186177 loss: 15.162660 eta: 43 days, 23:34:25 batch_cost: 1.1135 data_cost: 0.0014 ips: 7.1845 images/s
[08/09 01:46:25] ppdet.engine INFO: Epoch: [8] [ 9600/54024] learning_rate: 0.000100 loss_class: 0.677865 loss_bbox: 0.112740 loss_giou: 0.516659 loss_class_aux: 4.262293 loss_bbox_aux: 0.733805 loss_giou_aux: 3.186975 loss_class_dn: 0.343524 loss_bbox_dn: 0.106642 loss_giou_dn: 0.402150 loss_class_aux_dn: 1.866987 loss_bbox_aux_dn: 0.655772 loss_giou_aux_dn: 2.263250 loss: 15.144459 eta: 43 days, 23:29:48 batch_cost: 1.0451 data_cost: 0.0014 ips: 7.6545 images/s
[08/09 01:48:17] ppdet.engine INFO: Epoch: [8] [ 9700/54024] learning_rate: 0.000100 loss_class: 0.740761 loss_bbox: 0.119349 loss_giou: 0.550080 loss_class_aux: 4.684717 loss_bbox_aux: 0.782004 loss_giou_aux: 3.441874 loss_class_dn: 0.375236 loss_bbox_dn: 0.107388 loss_giou_dn: 0.424532 loss_class_aux_dn: 2.037558 loss_bbox_aux_dn: 0.664026 loss_giou_aux_dn: 2.440670 loss: 16.136498 eta: 43 days, 23:26:20 batch_cost: 1.0687 data_cost: 0.0014 ips: 7.4858 images/s
[08/09 01:50:10] ppdet.engine INFO: Epoch: [8] [ 9800/54024] learning_rate: 0.000100 loss_class: 0.670345 loss_bbox: 0.109411 loss_giou: 0.456210 loss_class_aux: 4.176545 loss_bbox_aux: 0.716680 loss_giou_aux: 2.855268 loss_class_dn: 0.335070 loss_bbox_dn: 0.110081 loss_giou_dn: 0.361880 loss_class_aux_dn: 1.826092 loss_bbox_aux_dn: 0.655777 loss_giou_aux_dn: 2.074402 loss: 14.815378 eta: 43 days, 23:23:31 batch_cost: 1.0819 data_cost: 0.0014 ips: 7.3944 images/s
[08/09 01:52:02] ppdet.engine INFO: Epoch: [8] [ 9900/54024] learning_rate: 0.000100 loss_class: 0.693759 loss_bbox: 0.107788 loss_giou: 0.512018 loss_class_aux: 4.349464 loss_bbox_aux: 0.689164 loss_giou_aux: 3.180898 loss_class_dn: 0.350100 loss_bbox_dn: 0.100330 loss_giou_dn: 0.388297 loss_class_aux_dn: 1.878900 loss_bbox_aux_dn: 0.615295 loss_giou_aux_dn: 2.201675 loss: 15.579362 eta: 43 days, 23:19:54 batch_cost: 1.0655 data_cost: 0.0014 ips: 7.5083 images/s
[08/09 01:54:07] ppdet.engine INFO: Epoch: [8] [10000/54024] learning_rate: 0.000100 loss_class: 0.716425 loss_bbox: 0.118126 loss_giou: 0.521496 loss_class_aux: 4.319844 loss_bbox_aux: 0.771738 loss_giou_aux: 3.177813 loss_class_dn: 0.358688 loss_bbox_dn: 0.110261 loss_giou_dn: 0.392502 loss_class_aux_dn: 1.934080 loss_bbox_aux_dn: 0.706110 loss_giou_aux_dn: 2.273379 loss: 15.799131 eta: 43 days, 23:22:29 batch_cost: 1.1928 data_cost: 0.0020 ips: 6.7067 images/s
[08/09 01:56:03] ppdet.engine INFO: Epoch: [8] [10100/54024] learning_rate: 0.000100 loss_class: 0.684891 loss_bbox: 0.104218 loss_giou: 0.500896 loss_class_aux: 4.243193 loss_bbox_aux: 0.685438 loss_giou_aux: 3.099951 loss_class_dn: 0.343752 loss_bbox_dn: 0.100080 loss_giou_dn: 0.374004 loss_class_aux_dn: 1.862337 loss_bbox_aux_dn: 0.622573 loss_giou_aux_dn: 2.136740 loss: 15.117407 eta: 43 days, 23:20:53 batch_cost: 1.1069 data_cost: 0.0014 ips: 7.2271 images/s
[08/09 01:57:56] ppdet.engine INFO: Epoch: [8] [10200/54024] learning_rate: 0.000100 loss_class: 0.711889 loss_bbox: 0.112707 loss_giou: 0.498532 loss_class_aux: 4.404548 loss_bbox_aux: 0.710059 loss_giou_aux: 3.107412 loss_class_dn: 0.350135 loss_bbox_dn: 0.109811 loss_giou_dn: 0.379975 loss_class_aux_dn: 1.898289 loss_bbox_aux_dn: 0.651362 loss_giou_aux_dn: 2.143938 loss: 14.942042 eta: 43 days, 23:18:00 batch_cost: 1.0806 data_cost: 0.0013 ips: 7.4030 images/s
[08/09 01:59:55] ppdet.engine INFO: Epoch: [8] [10300/54024] learning_rate: 0.000100 loss_class: 0.695513 loss_bbox: 0.112765 loss_giou: 0.489286 loss_class_aux: 4.370863 loss_bbox_aux: 0.723608 loss_giou_aux: 3.103433 loss_class_dn: 0.345943 loss_bbox_dn: 0.106461 loss_giou_dn: 0.388346 loss_class_aux_dn: 1.910989 loss_bbox_aux_dn: 0.646680 loss_giou_aux_dn: 2.181238 loss: 14.964588 eta: 43 days, 23:17:41 batch_cost: 1.1333 data_cost: 0.0013 ips: 7.0589 images/s
[08/09 02:01:52] ppdet.engine INFO: Epoch: [8] [10400/54024] learning_rate: 0.000100 loss_class: 0.692914 loss_bbox: 0.106357 loss_giou: 0.492034 loss_class_aux: 4.275386 loss_bbox_aux: 0.692294 loss_giou_aux: 3.045109 loss_class_dn: 0.336134 loss_bbox_dn: 0.105597 loss_giou_dn: 0.371780 loss_class_aux_dn: 1.836553 loss_bbox_aux_dn: 0.637731 loss_giou_aux_dn: 2.089507 loss: 14.690511 eta: 43 days, 23:16:28 batch_cost: 1.1149 data_cost: 0.0014 ips: 7.1756 images/s
[08/09 02:03:41] ppdet.engine INFO: Epoch: [8] [10500/54024] learning_rate: 0.000100 loss_class: 0.727463 loss_bbox: 0.107477 loss_giou: 0.520188 loss_class_aux: 4.476988 loss_bbox_aux: 0.710289 loss_giou_aux: 3.233243 loss_class_dn: 0.347483 loss_bbox_dn: 0.101887 loss_giou_dn: 0.387956 loss_class_aux_dn: 1.888331 loss_bbox_aux_dn: 0.632598 loss_giou_aux_dn: 2.211439 loss: 15.296358 eta: 43 days, 23:11:25 batch_cost: 1.0358 data_cost: 0.0013 ips: 7.7233 images/s
[08/09 02:05:43] ppdet.engine INFO: Epoch: [8] [10600/54024] learning_rate: 0.000100 loss_class: 0.693954 loss_bbox: 0.116336 loss_giou: 0.502609 loss_class_aux: 4.348644 loss_bbox_aux: 0.736044 loss_giou_aux: 3.094367 loss_class_dn: 0.355551 loss_bbox_dn: 0.105903 loss_giou_dn: 0.394511 loss_class_aux_dn: 1.907913 loss_bbox_aux_dn: 0.637232 loss_giou_aux_dn: 2.265618 loss: 15.436568 eta: 43 days, 23:12:50 batch_cost: 1.1689 data_cost: 0.0014 ips: 6.8438 images/s
[08/09 02:07:36] ppdet.engine INFO: Epoch: [8] [10700/54024] learning_rate: 0.000100 loss_class: 0.667651 loss_bbox: 0.106826 loss_giou: 0.474790 loss_class_aux: 4.200228 loss_bbox_aux: 0.698512 loss_giou_aux: 2.893663 loss_class_dn: 0.342012 loss_bbox_dn: 0.107527 loss_giou_dn: 0.359814 loss_class_aux_dn: 1.842999 loss_bbox_aux_dn: 0.649586 loss_giou_aux_dn: 2.070433 loss: 14.698906 eta: 43 days, 23:09:37 batch_cost: 1.0737 data_cost: 0.0014 ips: 7.4509 images/s
[08/09 02:09:28] ppdet.engine INFO: Epoch: [8] [10800/54024] learning_rate: 0.000100 loss_class: 0.671218 loss_bbox: 0.105893 loss_giou: 0.452864 loss_class_aux: 4.101035 loss_bbox_aux: 0.673605 loss_giou_aux: 2.843931 loss_class_dn: 0.326893 loss_bbox_dn: 0.101279 loss_giou_dn: 0.353668 loss_class_aux_dn: 1.801147 loss_bbox_aux_dn: 0.614735 loss_giou_aux_dn: 2.058642 loss: 14.132325 eta: 43 days, 23:06:24 batch_cost: 1.0734 data_cost: 0.0019 ips: 7.4532 images/s
[08/09 02:11:20] ppdet.engine INFO: Epoch: [8] [10900/54024] learning_rate: 0.000100 loss_class: 0.726874 loss_bbox: 0.111975 loss_giou: 0.489131 loss_class_aux: 4.424885 loss_bbox_aux: 0.740639 loss_giou_aux: 3.119698 loss_class_dn: 0.357763 loss_bbox_dn: 0.111766 loss_giou_dn: 0.386832 loss_class_aux_dn: 1.896282 loss_bbox_aux_dn: 0.692785 loss_giou_aux_dn: 2.193294 loss: 15.349838 eta: 43 days, 23:02:53 batch_cost: 1.0674 data_cost: 0.0014 ips: 7.4949 images/s
[08/09 02:13:13] ppdet.engine INFO: Epoch: [8] [11000/54024] learning_rate: 0.000100 loss_class: 0.692733 loss_bbox: 0.107358 loss_giou: 0.476207 loss_class_aux: 4.357772 loss_bbox_aux: 0.699075 loss_giou_aux: 2.997251 loss_class_dn: 0.348619 loss_bbox_dn: 0.101246 loss_giou_dn: 0.370068 loss_class_aux_dn: 1.848056 loss_bbox_aux_dn: 0.639301 loss_giou_aux_dn: 2.144614 loss: 15.419495 eta: 43 days, 22:59:39 batch_cost: 1.0728 data_cost: 0.0014 ips: 7.4569 images/s
[08/09 02:15:20] ppdet.engine INFO: Epoch: [8] [11100/54024] learning_rate: 0.000100 loss_class: 0.668442 loss_bbox: 0.102960 loss_giou: 0.459299 loss_class_aux: 4.172759 loss_bbox_aux: 0.661655 loss_giou_aux: 2.881318 loss_class_dn: 0.329675 loss_bbox_dn: 0.105325 loss_giou_dn: 0.363605 loss_class_aux_dn: 1.796394 loss_bbox_aux_dn: 0.645169 loss_giou_aux_dn: 2.053172 loss: 14.278407 eta: 43 days, 23:03:24 batch_cost: 1.2180 data_cost: 0.0021 ips: 6.5680 images/s
[08/09 02:17:18] ppdet.engine INFO: Epoch: [8] [11200/54024] learning_rate: 0.000100 loss_class: 0.730142 loss_bbox: 0.111889 loss_giou: 0.502732 loss_class_aux: 4.543401 loss_bbox_aux: 0.731593 loss_giou_aux: 3.219501 loss_class_dn: 0.362840 loss_bbox_dn: 0.112838 loss_giou_dn: 0.406001 loss_class_aux_dn: 1.943453 loss_bbox_aux_dn: 0.673347 loss_giou_aux_dn: 2.305272 loss: 15.844667 eta: 43 days, 23:02:23 batch_cost: 1.1191 data_cost: 0.0014 ips: 7.1488 images/s
[08/09 02:19:12] ppdet.engine INFO: Epoch: [8] [11300/54024] learning_rate: 0.000100 loss_class: 0.694830 loss_bbox: 0.114449 loss_giou: 0.517675 loss_class_aux: 4.323214 loss_bbox_aux: 0.736695 loss_giou_aux: 3.213493 loss_class_dn: 0.354010 loss_bbox_dn: 0.099611 loss_giou_dn: 0.399601 loss_class_aux_dn: 1.947680 loss_bbox_aux_dn: 0.610804 loss_giou_aux_dn: 2.236969 loss: 15.803199 eta: 43 days, 23:00:18 batch_cost: 1.0971 data_cost: 0.0014 ips: 7.2920 images/s
[08/09 02:21:24] ppdet.engine INFO: Epoch: [8] [11400/54024] learning_rate: 0.000100 loss_class: 0.666717 loss_bbox: 0.105933 loss_giou: 0.451547 loss_class_aux: 4.129738 loss_bbox_aux: 0.707279 loss_giou_aux: 2.867930 loss_class_dn: 0.333968 loss_bbox_dn: 0.099405 loss_giou_dn: 0.353269 loss_class_aux_dn: 1.794631 loss_bbox_aux_dn: 0.614213 loss_giou_aux_dn: 2.031801 loss: 14.456488 eta: 43 days, 23:06:10 batch_cost: 1.2621 data_cost: 0.0370 ips: 6.3387 images/s
[08/09 02:23:29] ppdet.engine INFO: Epoch: [8] [11500/54024] learning_rate: 0.000100 loss_class: 0.713026 loss_bbox: 0.109759 loss_giou: 0.446008 loss_class_aux: 4.335583 loss_bbox_aux: 0.723439 loss_giou_aux: 2.806347 loss_class_dn: 0.340240 loss_bbox_dn: 0.113536 loss_giou_dn: 0.354604 loss_class_aux_dn: 1.843369 loss_bbox_aux_dn: 0.706828 loss_giou_aux_dn: 2.077228 loss: 15.251372 eta: 43 days, 23:08:52 batch_cost: 1.1968 data_cost: 0.0014 ips: 6.6847 images/s
[08/09 02:25:22] ppdet.engine INFO: Epoch: [8] [11600/54024] learning_rate: 0.000100 loss_class: 0.710044 loss_bbox: 0.108015 loss_giou: 0.524876 loss_class_aux: 4.429950 loss_bbox_aux: 0.708101 loss_giou_aux: 3.247788 loss_class_dn: 0.372289 loss_bbox_dn: 0.105759 loss_giou_dn: 0.414691 loss_class_aux_dn: 2.012630 loss_bbox_aux_dn: 0.634804 loss_giou_aux_dn: 2.361274 loss: 16.300098 eta: 43 days, 23:05:36 batch_cost: 1.0724 data_cost: 0.0013 ips: 7.4599 images/s
[08/09 02:27:18] ppdet.engine INFO: Epoch: [8] [11700/54024] learning_rate: 0.000100 loss_class: 0.697586 loss_bbox: 0.111853 loss_giou: 0.480461 loss_class_aux: 4.331026 loss_bbox_aux: 0.706548 loss_giou_aux: 3.003032 loss_class_dn: 0.350010 loss_bbox_dn: 0.102131 loss_giou_dn: 0.383468 loss_class_aux_dn: 1.878255 loss_bbox_aux_dn: 0.635693 loss_giou_aux_dn: 2.211696 loss: 14.891654 eta: 43 days, 23:04:20 batch_cost: 1.1141 data_cost: 0.0013 ips: 7.1806 images/s
[08/09 02:29:11] ppdet.engine INFO: Epoch: [8] [11800/54024] learning_rate: 0.000100 loss_class: 0.684719 loss_bbox: 0.115294 loss_giou: 0.446664 loss_class_aux: 4.323553 loss_bbox_aux: 0.728813 loss_giou_aux: 2.808946 loss_class_dn: 0.358608 loss_bbox_dn: 0.104125 loss_giou_dn: 0.391267 loss_class_aux_dn: 1.940514 loss_bbox_aux_dn: 0.651881 loss_giou_aux_dn: 2.202666 loss: 15.242296 eta: 43 days, 23:01:15 batch_cost: 1.0763 data_cost: 0.0014 ips: 7.4330 images/s
[08/09 02:31:17] ppdet.engine INFO: Epoch: [8] [11900/54024] learning_rate: 0.000100 loss_class: 0.713801 loss_bbox: 0.104744 loss_giou: 0.461023 loss_class_aux: 4.377588 loss_bbox_aux: 0.669508 loss_giou_aux: 2.918509 loss_class_dn: 0.340947 loss_bbox_dn: 0.097002 loss_giou_dn: 0.372721 loss_class_aux_dn: 1.832417 loss_bbox_aux_dn: 0.618153 loss_giou_aux_dn: 2.102332 loss: 14.377862 eta: 43 days, 23:04:13 batch_cost: 1.2028 data_cost: 0.0014 ips: 6.6513 images/s
[08/09 02:33:10] ppdet.engine INFO: Epoch: [8] [12000/54024] learning_rate: 0.000100 loss_class: 0.712613 loss_bbox: 0.110819 loss_giou: 0.444604 loss_class_aux: 4.379955 loss_bbox_aux: 0.721403 loss_giou_aux: 2.796571 loss_class_dn: 0.328061 loss_bbox_dn: 0.108130 loss_giou_dn: 0.346420 loss_class_aux_dn: 1.785092 loss_bbox_aux_dn: 0.666193 loss_giou_aux_dn: 2.008214 loss: 14.191228 eta: 43 days, 23:00:54 batch_cost: 1.0714 data_cost: 0.0014 ips: 7.4670 images/s
[08/09 02:35:01] ppdet.engine INFO: Epoch: [8] [12100/54024] learning_rate: 0.000100 loss_class: 0.710299 loss_bbox: 0.114576 loss_giou: 0.501404 loss_class_aux: 4.425595 loss_bbox_aux: 0.757671 loss_giou_aux: 3.187391 loss_class_dn: 0.369300 loss_bbox_dn: 0.102949 loss_giou_dn: 0.401323 loss_class_aux_dn: 1.974342 loss_bbox_aux_dn: 0.637662 loss_giou_aux_dn: 2.286635 loss: 15.880236 eta: 43 days, 22:57:23 batch_cost: 1.0671 data_cost: 0.0014 ips: 7.4967 images/s
[08/09 02:36:55] ppdet.engine INFO: Epoch: [8] [12200/54024] learning_rate: 0.000100 loss_class: 0.728769 loss_bbox: 0.116702 loss_giou: 0.502911 loss_class_aux: 4.476547 loss_bbox_aux: 0.742602 loss_giou_aux: 3.124476 loss_class_dn: 0.366931 loss_bbox_dn: 0.110499 loss_giou_dn: 0.400420 loss_class_aux_dn: 1.992254 loss_bbox_aux_dn: 0.673902 loss_giou_aux_dn: 2.259389 loss: 15.768748 eta: 43 days, 22:54:43 batch_cost: 1.0849 data_cost: 0.0014 ips: 7.3742 images/s
[08/09 02:38:50] ppdet.engine INFO: Epoch: [8] [12300/54024] learning_rate: 0.000100 loss_class: 0.712649 loss_bbox: 0.120121 loss_giou: 0.508291 loss_class_aux: 4.421301 loss_bbox_aux: 0.763864 loss_giou_aux: 3.226959 loss_class_dn: 0.360941 loss_bbox_dn: 0.109679 loss_giou_dn: 0.382834 loss_class_aux_dn: 1.940521 loss_bbox_aux_dn: 0.662946 loss_giou_aux_dn: 2.165881 loss: 15.526770 eta: 43 days, 22:52:22 batch_cost: 1.0914 data_cost: 0.0014 ips: 7.3301 images/s
[08/09 02:40:40] ppdet.engine INFO: Epoch: [8] [12400/54024] learning_rate: 0.000100 loss_class: 0.712706 loss_bbox: 0.116944 loss_giou: 0.548227 loss_class_aux: 4.451648 loss_bbox_aux: 0.765428 loss_giou_aux: 3.439711 loss_class_dn: 0.370786 loss_bbox_dn: 0.104027 loss_giou_dn: 0.417239 loss_class_aux_dn: 1.971327 loss_bbox_aux_dn: 0.639998 loss_giou_aux_dn: 2.372191 loss: 16.163628 eta: 43 days, 22:48:07 batch_cost: 1.0518 data_cost: 0.0013 ips: 7.6060 images/s
[08/09 02:42:30] ppdet.engine INFO: Epoch: [8] [12500/54024] learning_rate: 0.000100 loss_class: 0.689791 loss_bbox: 0.114821 loss_giou: 0.505161 loss_class_aux: 4.276326 loss_bbox_aux: 0.766793 loss_giou_aux: 3.103194 loss_class_dn: 0.344481 loss_bbox_dn: 0.103945 loss_giou_dn: 0.380183 loss_class_aux_dn: 1.853924 loss_bbox_aux_dn: 0.634393 loss_giou_aux_dn: 2.172605 loss: 14.994904 eta: 43 days, 22:43:25 batch_cost: 1.0421 data_cost: 0.0014 ips: 7.6768 images/s
[08/09 02:44:35] ppdet.engine INFO: Epoch: [8] [12600/54024] learning_rate: 0.000100 loss_class: 0.709575 loss_bbox: 0.115406 loss_giou: 0.498965 loss_class_aux: 4.404667 loss_bbox_aux: 0.744785 loss_giou_aux: 3.057683 loss_class_dn: 0.351682 loss_bbox_dn: 0.107973 loss_giou_dn: 0.385755 loss_class_aux_dn: 1.944218 loss_bbox_aux_dn: 0.657223 loss_giou_aux_dn: 2.186412 loss: 15.186959 eta: 43 days, 22:46:21 batch_cost: 1.2024 data_cost: 0.0013 ips: 6.6531 images/s
[08/09 02:46:32] ppdet.engine INFO: Epoch: [8] [12700/54024] learning_rate: 0.000100 loss_class: 0.703602 loss_bbox: 0.115150 loss_giou: 0.507526 loss_class_aux: 4.378042 loss_bbox_aux: 0.729894 loss_giou_aux: 3.155541 loss_class_dn: 0.355874 loss_bbox_dn: 0.114639 loss_giou_dn: 0.391547 loss_class_aux_dn: 1.930166 loss_bbox_aux_dn: 0.679209 loss_giou_aux_dn: 2.246482 loss: 15.669728 eta: 43 days, 22:44:58 batch_cost: 1.1118 data_cost: 0.0014 ips: 7.1959 images/s
[08/09 02:48:25] ppdet.engine INFO: Epoch: [8] [12800/54024] learning_rate: 0.000100 loss_class: 0.728515 loss_bbox: 0.116165 loss_giou: 0.547960 loss_class_aux: 4.577389 loss_bbox_aux: 0.751704 loss_giou_aux: 3.435092 loss_class_dn: 0.357623 loss_bbox_dn: 0.103958 loss_giou_dn: 0.412857 loss_class_aux_dn: 1.952714 loss_bbox_aux_dn: 0.654474 loss_giou_aux_dn: 2.367908 loss: 15.882750 eta: 43 days, 22:42:17 batch_cost: 1.0845 data_cost: 0.0517 ips: 7.3766 images/s
[08/09 02:50:17] ppdet.engine INFO: Epoch: [8] [12900/54024] learning_rate: 0.000100 loss_class: 0.681592 loss_bbox: 0.120942 loss_giou: 0.495290 loss_class_aux: 4.257152 loss_bbox_aux: 0.763312 loss_giou_aux: 3.047618 loss_class_dn: 0.343997 loss_bbox_dn: 0.109500 loss_giou_dn: 0.380758 loss_class_aux_dn: 1.885201 loss_bbox_aux_dn: 0.682088 loss_giou_aux_dn: 2.171510 loss: 15.077933 eta: 43 days, 22:38:25 batch_cost: 1.0595 data_cost: 0.0014 ips: 7.5505 images/s
[08/09 02:52:11] ppdet.engine INFO: Epoch: [8] [13000/54024] learning_rate: 0.000100 loss_class: 0.680804 loss_bbox: 0.115229 loss_giou: 0.518567 loss_class_aux: 4.222692 loss_bbox_aux: 0.741715 loss_giou_aux: 3.263755 loss_class_dn: 0.344414 loss_bbox_dn: 0.105715 loss_giou_dn: 0.381436 loss_class_aux_dn: 1.856579 loss_bbox_aux_dn: 0.667550 loss_giou_aux_dn: 2.149267 loss: 15.185144 eta: 43 days, 22:35:53 batch_cost: 1.0876 data_cost: 0.0014 ips: 7.3556 images/s
[08/09 02:54:03] ppdet.engine INFO: Epoch: [8] [13100/54024] learning_rate: 0.000100 loss_class: 0.726267 loss_bbox: 0.115467 loss_giou: 0.519300 loss_class_aux: 4.478318 loss_bbox_aux: 0.758048 loss_giou_aux: 3.210411 loss_class_dn: 0.366670 loss_bbox_dn: 0.105767 loss_giou_dn: 0.397473 loss_class_aux_dn: 1.969133 loss_bbox_aux_dn: 0.639237 loss_giou_aux_dn: 2.292275 loss: 15.648520 eta: 43 days, 22:32:27 batch_cost: 1.0682 data_cost: 0.0014 ips: 7.4894 images/s
[08/09 02:55:55] ppdet.engine INFO: Epoch: [8] [13200/54024] learning_rate: 0.000100 loss_class: 0.700858 loss_bbox: 0.114875 loss_giou: 0.481426 loss_class_aux: 4.219231 loss_bbox_aux: 0.739469 loss_giou_aux: 2.976940 loss_class_dn: 0.355151 loss_bbox_dn: 0.109965 loss_giou_dn: 0.374870 loss_class_aux_dn: 1.896267 loss_bbox_aux_dn: 0.670940 loss_giou_aux_dn: 2.124096 loss: 15.538305 eta: 43 days, 22:29:08 batch_cost: 1.0709 data_cost: 0.0014 ips: 7.4700 images/s
[08/09 02:57:47] ppdet.engine INFO: Epoch: [8] [13300/54024] learning_rate: 0.000100 loss_class: 0.686776 loss_bbox: 0.110934 loss_giou: 0.468121 loss_class_aux: 4.306716 loss_bbox_aux: 0.746543 loss_giou_aux: 2.975294 loss_class_dn: 0.341673 loss_bbox_dn: 0.115592 loss_giou_dn: 0.376362 loss_class_aux_dn: 1.840589 loss_bbox_aux_dn: 0.678686 loss_giou_aux_dn: 2.139623 loss: 15.038854 eta: 43 days, 22:25:24 batch_cost: 1.0621 data_cost: 0.0014 ips: 7.5325 images/s
[08/09 02:59:39] ppdet.engine INFO: Epoch: [8] [13400/54024] learning_rate: 0.000100 loss_class: 0.696841 loss_bbox: 0.105692 loss_giou: 0.518037 loss_class_aux: 4.271677 loss_bbox_aux: 0.680053 loss_giou_aux: 3.184094 loss_class_dn: 0.356090 loss_bbox_dn: 0.105666 loss_giou_dn: 0.390519 loss_class_aux_dn: 1.947255 loss_bbox_aux_dn: 0.636399 loss_giou_aux_dn: 2.208141 loss: 15.341921 eta: 43 days, 22:21:55 batch_cost: 1.0674 data_cost: 0.0014 ips: 7.4951 images/s
[08/09 03:01:31] ppdet.engine INFO: Epoch: [8] [13500/54024] learning_rate: 0.000100 loss_class: 0.768941 loss_bbox: 0.116455 loss_giou: 0.503809 loss_class_aux: 4.750594 loss_bbox_aux: 0.745895 loss_giou_aux: 3.103724 loss_class_dn: 0.376240 loss_bbox_dn: 0.107825 loss_giou_dn: 0.394588 loss_class_aux_dn: 2.059241 loss_bbox_aux_dn: 0.651466 loss_giou_aux_dn: 2.259734 loss: 16.527559 eta: 43 days, 22:18:27 batch_cost: 1.0677 data_cost: 0.0014 ips: 7.4928 images/s
[08/09 03:03:25] ppdet.engine INFO: Epoch: [8] [13600/54024] learning_rate: 0.000100 loss_class: 0.681195 loss_bbox: 0.109600 loss_giou: 0.520609 loss_class_aux: 4.234193 loss_bbox_aux: 0.700847 loss_giou_aux: 3.166658 loss_class_dn: 0.343699 loss_bbox_dn: 0.096622 loss_giou_dn: 0.378603 loss_class_aux_dn: 1.847966 loss_bbox_aux_dn: 0.612284 loss_giou_aux_dn: 2.172738 loss: 14.818359 eta: 43 days, 22:15:50 batch_cost: 1.0855 data_cost: 0.0013 ips: 7.3696 images/s
[08/09 03:05:20] ppdet.engine INFO: Epoch: [8] [13700/54024] learning_rate: 0.000100 loss_class: 0.671983 loss_bbox: 0.113254 loss_giou: 0.481546 loss_class_aux: 4.207422 loss_bbox_aux: 0.737633 loss_giou_aux: 3.042369 loss_class_dn: 0.338859 loss_bbox_dn: 0.101391 loss_giou_dn: 0.368445 loss_class_aux_dn: 1.822497 loss_bbox_aux_dn: 0.645863 loss_giou_aux_dn: 2.054403 loss: 14.945352 eta: 43 days, 22:13:59 batch_cost: 1.1015 data_cost: 0.0014 ips: 7.2629 images/s
[08/09 03:07:14] ppdet.engine INFO: Epoch: [8] [13800/54024] learning_rate: 0.000100 loss_class: 0.702749 loss_bbox: 0.109109 loss_giou: 0.464523 loss_class_aux: 4.328850 loss_bbox_aux: 0.720036 loss_giou_aux: 2.979806 loss_class_dn: 0.327704 loss_bbox_dn: 0.104024 loss_giou_dn: 0.371168 loss_class_aux_dn: 1.780106 loss_bbox_aux_dn: 0.621094 loss_giou_aux_dn: 2.131474 loss: 14.973683 eta: 43 days, 22:11:13 batch_cost: 1.0825 data_cost: 0.0014 ips: 7.3904 images/s
[08/09 03:09:07] ppdet.engine INFO: Epoch: [8] [13900/54024] learning_rate: 0.000100 loss_class: 0.672773 loss_bbox: 0.104689 loss_giou: 0.471792 loss_class_aux: 4.283985 loss_bbox_aux: 0.682427 loss_giou_aux: 2.963552 loss_class_dn: 0.337205 loss_bbox_dn: 0.101049 loss_giou_dn: 0.365058 loss_class_aux_dn: 1.801686 loss_bbox_aux_dn: 0.627371 loss_giou_aux_dn: 2.091105 loss: 14.653973 eta: 43 days, 22:08:04 batch_cost: 1.0742 data_cost: 0.0014 ips: 7.4472 images/s
[08/09 03:11:04] ppdet.engine INFO: Epoch: [8] [14000/54024] learning_rate: 0.000100 loss_class: 0.712138 loss_bbox: 0.109747 loss_giou: 0.543252 loss_class_aux: 4.416705 loss_bbox_aux: 0.707003 loss_giou_aux: 3.345498 loss_class_dn: 0.362053 loss_bbox_dn: 0.104951 loss_giou_dn: 0.404903 loss_class_aux_dn: 1.959293 loss_bbox_aux_dn: 0.636479 loss_giou_aux_dn: 2.302417 loss: 15.901802 eta: 43 days, 22:06:44 batch_cost: 1.1127 data_cost: 0.0013 ips: 7.1900 images/s
[08/09 03:13:00] ppdet.engine INFO: Epoch: [8] [14100/54024] learning_rate: 0.000100 loss_class: 0.743674 loss_bbox: 0.113178 loss_giou: 0.524862 loss_class_aux: 4.575189 loss_bbox_aux: 0.760393 loss_giou_aux: 3.289799 loss_class_dn: 0.358046 loss_bbox_dn: 0.116275 loss_giou_dn: 0.412467 loss_class_aux_dn: 1.935507 loss_bbox_aux_dn: 0.720939 loss_giou_aux_dn: 2.351635 loss: 15.812171 eta: 43 days, 22:05:09 batch_cost: 1.1075 data_cost: 0.0014 ips: 7.2238 images/s
[08/09 03:14:57] ppdet.engine INFO: Epoch: [8] [14200/54024] learning_rate: 0.000100 loss_class: 0.696401 loss_bbox: 0.100624 loss_giou: 0.529674 loss_class_aux: 4.296998 loss_bbox_aux: 0.665123 loss_giou_aux: 3.305652 loss_class_dn: 0.353131 loss_bbox_dn: 0.099735 loss_giou_dn: 0.401094 loss_class_aux_dn: 1.868088 loss_bbox_aux_dn: 0.627758 loss_giou_aux_dn: 2.301710 loss: 15.122956 eta: 43 days, 22:04:01 batch_cost: 1.1169 data_cost: 0.0014 ips: 7.1624 images/s
[08/09 03:16:51] ppdet.engine INFO: Epoch: [8] [14300/54024] learning_rate: 0.000100 loss_class: 0.700920 loss_bbox: 0.107665 loss_giou: 0.482972 loss_class_aux: 4.340348 loss_bbox_aux: 0.726092 loss_giou_aux: 2.984799 loss_class_dn: 0.340733 loss_bbox_dn: 0.106682 loss_giou_dn: 0.380907 loss_class_aux_dn: 1.864285 loss_bbox_aux_dn: 0.643830 loss_giou_aux_dn: 2.143839 loss: 15.105952 eta: 43 days, 22:01:24 batch_cost: 1.0854 data_cost: 0.0014 ips: 7.3705 images/s
[08/09 03:18:42] ppdet.engine INFO: Epoch: [8] [14400/54024] learning_rate: 0.000100 loss_class: 0.733342 loss_bbox: 0.121360 loss_giou: 0.526681 loss_class_aux: 4.572453 loss_bbox_aux: 0.782358 loss_giou_aux: 3.330361 loss_class_dn: 0.378002 loss_bbox_dn: 0.112510 loss_giou_dn: 0.411095 loss_class_aux_dn: 2.053851 loss_bbox_aux_dn: 0.699151 loss_giou_aux_dn: 2.350941 loss: 16.602348 eta: 43 days, 21:57:31 batch_cost: 1.0581 data_cost: 0.0014 ips: 7.5604 images/s
[08/09 03:20:33] ppdet.engine INFO: Epoch: [8] [14500/54024] learning_rate: 0.000100 loss_class: 0.739172 loss_bbox: 0.121641 loss_giou: 0.533338 loss_class_aux: 4.617167 loss_bbox_aux: 0.788411 loss_giou_aux: 3.300777 loss_class_dn: 0.374910 loss_bbox_dn: 0.112070 loss_giou_dn: 0.410183 loss_class_aux_dn: 2.019489 loss_bbox_aux_dn: 0.717268 loss_giou_aux_dn: 2.334729 loss: 16.186246 eta: 43 days, 21:53:23 batch_cost: 1.0530 data_cost: 0.0014 ips: 7.5973 images/s
[08/09 03:22:26] ppdet.engine INFO: Epoch: [8] [14600/54024] learning_rate: 0.000100 loss_class: 0.667414 loss_bbox: 0.106984 loss_giou: 0.517779 loss_class_aux: 4.166860 loss_bbox_aux: 0.685753 loss_giou_aux: 3.173129 loss_class_dn: 0.350891 loss_bbox_dn: 0.105885 loss_giou_dn: 0.388198 loss_class_aux_dn: 1.886901 loss_bbox_aux_dn: 0.635399 loss_giou_aux_dn: 2.213368 loss: 14.601521 eta: 43 days, 21:50:31 batch_cost: 1.0798 data_cost: 0.0013 ips: 7.4085 images/s
[08/09 03:24:19] ppdet.engine INFO: Epoch: [8] [14700/54024] learning_rate: 0.000100 loss_class: 0.699808 loss_bbox: 0.104691 loss_giou: 0.519302 loss_class_aux: 4.363281 loss_bbox_aux: 0.691380 loss_giou_aux: 3.228597 loss_class_dn: 0.348147 loss_bbox_dn: 0.102328 loss_giou_dn: 0.381914 loss_class_aux_dn: 1.878082 loss_bbox_aux_dn: 0.626036 loss_giou_aux_dn: 2.195178 loss: 15.316842 eta: 43 days, 21:47:24 batch_cost: 1.0746 data_cost: 0.0013 ips: 7.4445 images/s
[08/09 03:26:17] ppdet.engine INFO: Epoch: [8] [14800/54024] learning_rate: 0.000100 loss_class: 0.664712 loss_bbox: 0.109898 loss_giou: 0.475751 loss_class_aux: 4.149565 loss_bbox_aux: 0.714077 loss_giou_aux: 2.991141 loss_class_dn: 0.332414 loss_bbox_dn: 0.106447 loss_giou_dn: 0.361656 loss_class_aux_dn: 1.801247 loss_bbox_aux_dn: 0.646743 loss_giou_aux_dn: 2.079623 loss: 14.306745 eta: 43 days, 21:46:35 batch_cost: 1.1239 data_cost: 0.0307 ips: 7.1182 images/s
[08/09 03:28:08] ppdet.engine INFO: Epoch: [8] [14900/54024] learning_rate: 0.000100 loss_class: 0.679378 loss_bbox: 0.111478 loss_giou: 0.493677 loss_class_aux: 4.231232 loss_bbox_aux: 0.715471 loss_giou_aux: 3.067590 loss_class_dn: 0.343215 loss_bbox_dn: 0.109392 loss_giou_dn: 0.363237 loss_class_aux_dn: 1.861289 loss_bbox_aux_dn: 0.667146 loss_giou_aux_dn: 2.117513 loss: 15.243948 eta: 43 days, 21:42:50 batch_cost: 1.0606 data_cost: 0.0014 ips: 7.5428 images/s
[08/09 03:29:57] ppdet.engine INFO: Epoch: [8] [15000/54024] learning_rate: 0.000100 loss_class: 0.684575 loss_bbox: 0.108001 loss_giou: 0.485334 loss_class_aux: 4.189327 loss_bbox_aux: 0.689647 loss_giou_aux: 2.995364 loss_class_dn: 0.336855 loss_bbox_dn: 0.104192 loss_giou_dn: 0.370727 loss_class_aux_dn: 1.787021 loss_bbox_aux_dn: 0.623717 loss_giou_aux_dn: 2.117597 loss: 14.429454 eta: 43 days, 21:37:58 batch_cost: 1.0369 data_cost: 0.0014 ips: 7.7156 images/s
[08/09 03:31:55] ppdet.engine INFO: Epoch: [8] [15100/54024] learning_rate: 0.000100 loss_class: 0.671041 loss_bbox: 0.106695 loss_giou: 0.472786 loss_class_aux: 4.170355 loss_bbox_aux: 0.695776 loss_giou_aux: 2.962809 loss_class_dn: 0.340862 loss_bbox_dn: 0.101525 loss_giou_dn: 0.354560 loss_class_aux_dn: 1.845906 loss_bbox_aux_dn: 0.612338 loss_giou_aux_dn: 2.063813 loss: 14.840708 eta: 43 days, 21:37:15 batch_cost: 1.1259 data_cost: 0.0014 ips: 7.1057 images/s
[08/09 03:33:58] ppdet.engine INFO: Epoch: [8] [15200/54024] learning_rate: 0.000100 loss_class: 0.700791 loss_bbox: 0.115556 loss_giou: 0.517642 loss_class_aux: 4.379489 loss_bbox_aux: 0.744650 loss_giou_aux: 3.234982 loss_class_dn: 0.339524 loss_bbox_dn: 0.105919 loss_giou_dn: 0.387425 loss_class_aux_dn: 1.866133 loss_bbox_aux_dn: 0.639158 loss_giou_aux_dn: 2.206483 loss: 15.390626 eta: 43 days, 21:38:40 batch_cost: 1.1721 data_cost: 0.0635 ips: 6.8256 images/s
[08/09 03:35:59] ppdet.engine INFO: Epoch: [8] [15300/54024] learning_rate: 0.000100 loss_class: 0.708737 loss_bbox: 0.105776 loss_giou: 0.466021 loss_class_aux: 4.338183 loss_bbox_aux: 0.705463 loss_giou_aux: 3.018399 loss_class_dn: 0.344981 loss_bbox_dn: 0.096725 loss_giou_dn: 0.372097 loss_class_aux_dn: 1.861659 loss_bbox_aux_dn: 0.610057 loss_giou_aux_dn: 2.145563 loss: 14.897374 eta: 43 days, 21:39:31 batch_cost: 1.1597 data_cost: 0.0014 ips: 6.8986 images/s
[08/09 03:37:54] ppdet.engine INFO: Epoch: [8] [15400/54024] learning_rate: 0.000100 loss_class: 0.712244 loss_bbox: 0.107308 loss_giou: 0.527378 loss_class_aux: 4.391078 loss_bbox_aux: 0.691342 loss_giou_aux: 3.285884 loss_class_dn: 0.351711 loss_bbox_dn: 0.101672 loss_giou_dn: 0.410150 loss_class_aux_dn: 1.895196 loss_bbox_aux_dn: 0.630373 loss_giou_aux_dn: 2.371634 loss: 15.664836 eta: 43 days, 21:37:22 batch_cost: 1.0950 data_cost: 0.0215 ips: 7.3057 images/s
[08/09 03:39:52] ppdet.engine INFO: Epoch: [8] [15500/54024] learning_rate: 0.000100 loss_class: 0.701494 loss_bbox: 0.111123 loss_giou: 0.473376 loss_class_aux: 4.350187 loss_bbox_aux: 0.731920 loss_giou_aux: 2.963235 loss_class_dn: 0.338077 loss_bbox_dn: 0.101877 loss_giou_dn: 0.367887 loss_class_aux_dn: 1.867582 loss_bbox_aux_dn: 0.645588 loss_giou_aux_dn: 2.121217 loss: 14.962018 eta: 43 days, 21:36:36 batch_cost: 1.1249 data_cost: 0.0013 ips: 7.1115 images/s
[08/09 03:41:54] ppdet.engine INFO: Epoch: [8] [15600/54024] learning_rate: 0.000100 loss_class: 0.681957 loss_bbox: 0.107562 loss_giou: 0.470306 loss_class_aux: 4.244545 loss_bbox_aux: 0.715977 loss_giou_aux: 2.912555 loss_class_dn: 0.343124 loss_bbox_dn: 0.099509 loss_giou_dn: 0.380150 loss_class_aux_dn: 1.859714 loss_bbox_aux_dn: 0.630532 loss_giou_aux_dn: 2.167109 loss: 15.090319 eta: 43 days, 21:38:11 batch_cost: 1.1757 data_cost: 0.0014 ips: 6.8046 images/s
[08/09 03:43:46] ppdet.engine INFO: Epoch: [8] [15700/54024] learning_rate: 0.000100 loss_class: 0.688793 loss_bbox: 0.109149 loss_giou: 0.520479 loss_class_aux: 4.174961 loss_bbox_aux: 0.730596 loss_giou_aux: 3.236001 loss_class_dn: 0.353086 loss_bbox_dn: 0.099158 loss_giou_dn: 0.395357 loss_class_aux_dn: 1.922555 loss_bbox_aux_dn: 0.618939 loss_giou_aux_dn: 2.253919 loss: 15.414942 eta: 43 days, 21:34:45 batch_cost: 1.0676 data_cost: 0.0014 ips: 7.4936 images/s
[08/09 03:45:42] ppdet.engine INFO: Epoch: [8] [15800/54024] learning_rate: 0.000100 loss_class: 0.672403 loss_bbox: 0.107851 loss_giou: 0.494638 loss_class_aux: 4.191078 loss_bbox_aux: 0.719268 loss_giou_aux: 3.076197 loss_class_dn: 0.337361 loss_bbox_dn: 0.098911 loss_giou_dn: 0.376878 loss_class_aux_dn: 1.834843 loss_bbox_aux_dn: 0.617284 loss_giou_aux_dn: 2.165075 loss: 14.698603 eta: 43 days, 21:32:42 batch_cost: 1.0975 data_cost: 0.0014 ips: 7.2895 images/s
[08/09 03:47:36] ppdet.engine INFO: Epoch: [8] [15900/54024] learning_rate: 0.000100 loss_class: 0.690857 loss_bbox: 0.105131 loss_giou: 0.509756 loss_class_aux: 4.247241 loss_bbox_aux: 0.709025 loss_giou_aux: 3.207091 loss_class_dn: 0.360087 loss_bbox_dn: 0.097980 loss_giou_dn: 0.407828 loss_class_aux_dn: 1.885559 loss_bbox_aux_dn: 0.602463 loss_giou_aux_dn: 2.296171 loss: 15.494158 eta: 43 days, 21:30:01 batch_cost: 1.0838 data_cost: 0.0014 ips: 7.3812 images/s
[08/09 03:49:27] ppdet.engine INFO: Epoch: [8] [16000/54024] learning_rate: 0.000100 loss_class: 0.682475 loss_bbox: 0.101717 loss_giou: 0.462025 loss_class_aux: 4.239245 loss_bbox_aux: 0.667016 loss_giou_aux: 2.836758 loss_class_dn: 0.342397 loss_bbox_dn: 0.099635 loss_giou_dn: 0.365694 loss_class_aux_dn: 1.843072 loss_bbox_aux_dn: 0.615606 loss_giou_aux_dn: 2.050224 loss: 14.446114 eta: 43 days, 21:26:21 batch_cost: 1.0623 data_cost: 0.0014 ips: 7.5305 images/s
[08/09 03:51:22] ppdet.engine INFO: Epoch: [8] [16100/54024] learning_rate: 0.000100 loss_class: 0.684148 loss_bbox: 0.110278 loss_giou: 0.469788 loss_class_aux: 4.212913 loss_bbox_aux: 0.715872 loss_giou_aux: 2.902105 loss_class_dn: 0.335584 loss_bbox_dn: 0.102993 loss_giou_dn: 0.369433 loss_class_aux_dn: 1.814081 loss_bbox_aux_dn: 0.637691 loss_giou_aux_dn: 2.125659 loss: 14.613781 eta: 43 days, 21:24:04 batch_cost: 1.0921 data_cost: 0.0014 ips: 7.3251 images/s
[08/09 03:53:15] ppdet.engine INFO: Epoch: [8] [16200/54024] learning_rate: 0.000100 loss_class: 0.716782 loss_bbox: 0.114210 loss_giou: 0.491272 loss_class_aux: 4.431379 loss_bbox_aux: 0.725654 loss_giou_aux: 3.064381 loss_class_dn: 0.349515 loss_bbox_dn: 0.103111 loss_giou_dn: 0.375277 loss_class_aux_dn: 1.897915 loss_bbox_aux_dn: 0.624438 loss_giou_aux_dn: 2.136188 loss: 15.249511 eta: 43 days, 21:21:06 batch_cost: 1.0777 data_cost: 0.0090 ips: 7.4235 images/s
[08/09 03:55:07] ppdet.engine INFO: Epoch: [8] [16300/54024] learning_rate: 0.000100 loss_class: 0.747777 loss_bbox: 0.110883 loss_giou: 0.528057 loss_class_aux: 4.679424 loss_bbox_aux: 0.701338 loss_giou_aux: 3.231961 loss_class_dn: 0.372512 loss_bbox_dn: 0.110643 loss_giou_dn: 0.397830 loss_class_aux_dn: 2.023646 loss_bbox_aux_dn: 0.679527 loss_giou_aux_dn: 2.229862 loss: 16.106241 eta: 43 days, 21:17:34 batch_cost: 1.0651 data_cost: 0.0074 ips: 7.5110 images/s
[08/09 03:57:05] ppdet.engine INFO: Epoch: [8] [16400/54024] learning_rate: 0.000100 loss_class: 0.662357 loss_bbox: 0.101241 loss_giou: 0.460593 loss_class_aux: 4.063596 loss_bbox_aux: 0.688180 loss_giou_aux: 2.869340 loss_class_dn: 0.327815 loss_bbox_dn: 0.100648 loss_giou_dn: 0.358879 loss_class_aux_dn: 1.803232 loss_bbox_aux_dn: 0.632684 loss_giou_aux_dn: 2.050071 loss: 14.336690 eta: 43 days, 21:16:48 batch_cost: 1.1252 data_cost: 0.0013 ips: 7.1101 images/s
[08/09 03:58:56] ppdet.engine INFO: Epoch: [8] [16500/54024] learning_rate: 0.000100 loss_class: 0.732974 loss_bbox: 0.113239 loss_giou: 0.524294 loss_class_aux: 4.506901 loss_bbox_aux: 0.744215 loss_giou_aux: 3.250137 loss_class_dn: 0.365559 loss_bbox_dn: 0.111942 loss_giou_dn: 0.412688 loss_class_aux_dn: 1.977107 loss_bbox_aux_dn: 0.682817 loss_giou_aux_dn: 2.335808 loss: 15.980009 eta: 43 days, 21:12:44 batch_cost: 1.0532 data_cost: 0.0014 ips: 7.5957 images/s
[08/09 04:00:48] ppdet.engine INFO: Epoch: [8] [16600/54024] learning_rate: 0.000100 loss_class: 0.705432 loss_bbox: 0.111768 loss_giou: 0.520673 loss_class_aux: 4.398452 loss_bbox_aux: 0.698369 loss_giou_aux: 3.227325 loss_class_dn: 0.347707 loss_bbox_dn: 0.105643 loss_giou_dn: 0.390336 loss_class_aux_dn: 1.864700 loss_bbox_aux_dn: 0.650441 loss_giou_aux_dn: 2.177701 loss: 15.303454 eta: 43 days, 21:09:30 batch_cost: 1.0716 data_cost: 0.0014 ips: 7.4656 images/s
[08/09 04:02:45] ppdet.engine INFO: Epoch: [8] [16700/54024] learning_rate: 0.000100 loss_class: 0.712812 loss_bbox: 0.107839 loss_giou: 0.477719 loss_class_aux: 4.436628 loss_bbox_aux: 0.720667 loss_giou_aux: 2.970744 loss_class_dn: 0.350904 loss_bbox_dn: 0.098990 loss_giou_dn: 0.370982 loss_class_aux_dn: 1.916684 loss_bbox_aux_dn: 0.631408 loss_giou_aux_dn: 2.135552 loss: 15.319594 eta: 43 days, 21:08:23 batch_cost: 1.1176 data_cost: 0.0014 ips: 7.1582 images/s
[08/09 04:04:45] ppdet.engine INFO: Epoch: [8] [16800/54024] learning_rate: 0.000100 loss_class: 0.715196 loss_bbox: 0.109316 loss_giou: 0.504641 loss_class_aux: 4.435511 loss_bbox_aux: 0.715678 loss_giou_aux: 3.189284 loss_class_dn: 0.344718 loss_bbox_dn: 0.106287 loss_giou_dn: 0.391040 loss_class_aux_dn: 1.861270 loss_bbox_aux_dn: 0.646955 loss_giou_aux_dn: 2.211528 loss: 14.667932 eta: 43 days, 21:08:44 batch_cost: 1.1495 data_cost: 0.0014 ips: 6.9594 images/s
[08/09 04:06:40] ppdet.engine INFO: Epoch: [8] [16900/54024] learning_rate: 0.000100 loss_class: 0.691916 loss_bbox: 0.108055 loss_giou: 0.509192 loss_class_aux: 4.394655 loss_bbox_aux: 0.704121 loss_giou_aux: 3.089748 loss_class_dn: 0.349072 loss_bbox_dn: 0.097977 loss_giou_dn: 0.385632 loss_class_aux_dn: 1.903926 loss_bbox_aux_dn: 0.617590 loss_giou_aux_dn: 2.203505 loss: 15.494475 eta: 43 days, 21:06:03 batch_cost: 1.0832 data_cost: 0.0204 ips: 7.3854 images/s
[08/09 04:08:41] ppdet.engine INFO: Epoch: [8] [17000/54024] learning_rate: 0.000100 loss_class: 0.675791 loss_bbox: 0.107339 loss_giou: 0.519510 loss_class_aux: 4.154640 loss_bbox_aux: 0.686155 loss_giou_aux: 3.156913 loss_class_dn: 0.349754 loss_bbox_dn: 0.103232 loss_giou_dn: 0.387191 loss_class_aux_dn: 1.892209 loss_bbox_aux_dn: 0.638897 loss_giou_aux_dn: 2.200430 loss: 15.268583 eta: 43 days, 21:06:53 batch_cost: 1.1603 data_cost: 0.0013 ips: 6.8949 images/s
[08/09 04:10:33] ppdet.engine INFO: Epoch: [8] [17100/54024] learning_rate: 0.000100 loss_class: 0.721625 loss_bbox: 0.107658 loss_giou: 0.498346 loss_class_aux: 4.413524 loss_bbox_aux: 0.706028 loss_giou_aux: 3.081227 loss_class_dn: 0.359618 loss_bbox_dn: 0.099812 loss_giou_dn: 0.381722 loss_class_aux_dn: 1.940921 loss_bbox_aux_dn: 0.618759 loss_giou_aux_dn: 2.192630 loss: 15.525286 eta: 43 days, 21:03:30 batch_cost: 1.0681 data_cost: 0.0014 ips: 7.4902 images/s
[08/09 04:12:23] ppdet.engine INFO: Epoch: [8] [17200/54024] learning_rate: 0.000100 loss_class: 0.709108 loss_bbox: 0.104260 loss_giou: 0.480311 loss_class_aux: 4.483843 loss_bbox_aux: 0.676585 loss_giou_aux: 3.002678 loss_class_dn: 0.342356 loss_bbox_dn: 0.101375 loss_giou_dn: 0.371140 loss_class_aux_dn: 1.865374 loss_bbox_aux_dn: 0.624734 loss_giou_aux_dn: 2.123563 loss: 14.747931 eta: 43 days, 20:58:59 batch_cost: 1.0434 data_cost: 0.0013 ips: 7.6672 images/s
[08/09 04:14:17] ppdet.engine INFO: Epoch: [8] [17300/54024] learning_rate: 0.000100 loss_class: 0.680548 loss_bbox: 0.111231 loss_giou: 0.409931 loss_class_aux: 4.277061 loss_bbox_aux: 0.741771 loss_giou_aux: 2.590946 loss_class_dn: 0.326143 loss_bbox_dn: 0.112876 loss_giou_dn: 0.341096 loss_class_aux_dn: 1.775173 loss_bbox_aux_dn: 0.686760 loss_giou_aux_dn: 1.950339 loss: 13.994059 eta: 43 days, 20:56:34 batch_cost: 1.0891 data_cost: 0.0014 ips: 7.3455 images/s
[08/09 04:16:14] ppdet.engine INFO: Epoch: [8] [17400/54024] learning_rate: 0.000100 loss_class: 0.726846 loss_bbox: 0.108953 loss_giou: 0.524882 loss_class_aux: 4.485685 loss_bbox_aux: 0.697635 loss_giou_aux: 3.351622 loss_class_dn: 0.353147 loss_bbox_dn: 0.102263 loss_giou_dn: 0.391144 loss_class_aux_dn: 1.909236 loss_bbox_aux_dn: 0.642951 loss_giou_aux_dn: 2.235578 loss: 15.430678 eta: 43 days, 20:55:39 batch_cost: 1.1218 data_cost: 0.0015 ips: 7.1312 images/s
[08/09 04:18:05] ppdet.engine INFO: Epoch: [8] [17500/54024] learning_rate: 0.000100 loss_class: 0.720319 loss_bbox: 0.110453 loss_giou: 0.491269 loss_class_aux: 4.464920 loss_bbox_aux: 0.748462 loss_giou_aux: 3.075601 loss_class_dn: 0.342685 loss_bbox_dn: 0.106049 loss_giou_dn: 0.385459 loss_class_aux_dn: 1.850647 loss_bbox_aux_dn: 0.648711 loss_giou_aux_dn: 2.173400 loss: 15.045354 eta: 43 days, 20:51:32 batch_cost: 1.0521 data_cost: 0.0013 ips: 7.6042 images/s
[08/09 04:19:58] ppdet.engine INFO: Epoch: [8] [17600/54024] learning_rate: 0.000100 loss_class: 0.676099 loss_bbox: 0.109097 loss_giou: 0.480255 loss_class_aux: 4.245564 loss_bbox_aux: 0.714680 loss_giou_aux: 2.993350 loss_class_dn: 0.341239 loss_bbox_dn: 0.099567 loss_giou_dn: 0.375594 loss_class_aux_dn: 1.857920 loss_bbox_aux_dn: 0.632804 loss_giou_aux_dn: 2.175628 loss: 14.863813 eta: 43 days, 20:48:43 batch_cost: 1.0805 data_cost: 0.0014 ips: 7.4041 images/s
[08/09 04:21:51] ppdet.engine INFO: Epoch: [8] [17700/54024] learning_rate: 0.000100 loss_class: 0.679926 loss_bbox: 0.104626 loss_giou: 0.501955 loss_class_aux: 4.276199 loss_bbox_aux: 0.684519 loss_giou_aux: 3.143269 loss_class_dn: 0.345305 loss_bbox_dn: 0.101074 loss_giou_dn: 0.388630 loss_class_aux_dn: 1.881590 loss_bbox_aux_dn: 0.636239 loss_giou_aux_dn: 2.241063 loss: 15.566609 eta: 43 days, 20:45:48 batch_cost: 1.0779 data_cost: 0.0014 ips: 7.4220 images/s
[08/09 04:23:49] ppdet.engine INFO: Epoch: [8] [17800/54024] learning_rate: 0.000100 loss_class: 0.668627 loss_bbox: 0.119998 loss_giou: 0.483924 loss_class_aux: 4.175543 loss_bbox_aux: 0.782163 loss_giou_aux: 3.002632 loss_class_dn: 0.347009 loss_bbox_dn: 0.113806 loss_giou_dn: 0.394024 loss_class_aux_dn: 1.883273 loss_bbox_aux_dn: 0.665963 loss_giou_aux_dn: 2.203397 loss: 15.277930 eta: 43 days, 20:44:51 batch_cost: 1.1213 data_cost: 0.0014 ips: 7.1348 images/s
[08/09 04:25:37] ppdet.engine INFO: Epoch: [8] [17900/54024] learning_rate: 0.000100 loss_class: 0.702141 loss_bbox: 0.115874 loss_giou: 0.530900 loss_class_aux: 4.299620 loss_bbox_aux: 0.728522 loss_giou_aux: 3.353989 loss_class_dn: 0.357871 loss_bbox_dn: 0.095798 loss_giou_dn: 0.404178 loss_class_aux_dn: 1.934362 loss_bbox_aux_dn: 0.621333 loss_giou_aux_dn: 2.316187 loss: 16.158877 eta: 43 days, 20:39:57 batch_cost: 1.0344 data_cost: 0.0014 ips: 7.7338 images/s
[08/09 04:27:30] ppdet.engine INFO: Epoch: [8] [18000/54024] learning_rate: 0.000100 loss_class: 0.717837 loss_bbox: 0.112376 loss_giou: 0.533609 loss_class_aux: 4.505175 loss_bbox_aux: 0.717591 loss_giou_aux: 3.327989 loss_class_dn: 0.360844 loss_bbox_dn: 0.100864 loss_giou_dn: 0.414276 loss_class_aux_dn: 1.961092 loss_bbox_aux_dn: 0.631948 loss_giou_aux_dn: 2.349650 loss: 16.101465 eta: 43 days, 20:36:48 batch_cost: 1.0730 data_cost: 0.0068 ips: 7.4560 images/s
[08/09 04:29:24] ppdet.engine INFO: Epoch: [8] [18100/54024] learning_rate: 0.000100 loss_class: 0.691529 loss_bbox: 0.112789 loss_giou: 0.518869 loss_class_aux: 4.336102 loss_bbox_aux: 0.712008 loss_giou_aux: 3.244097 loss_class_dn: 0.352467 loss_bbox_dn: 0.101380 loss_giou_dn: 0.386680 loss_class_aux_dn: 1.892613 loss_bbox_aux_dn: 0.646490 loss_giou_aux_dn: 2.187714 loss: 15.221950 eta: 43 days, 20:34:15 batch_cost: 1.0859 data_cost: 0.0015 ips: 7.3673 images/s
[08/09 04:31:31] ppdet.engine INFO: Epoch: [8] [18200/54024] learning_rate: 0.000100 loss_class: 0.664287 loss_bbox: 0.102024 loss_giou: 0.466309 loss_class_aux: 4.126159 loss_bbox_aux: 0.656416 loss_giou_aux: 2.929504 loss_class_dn: 0.319529 loss_bbox_dn: 0.097620 loss_giou_dn: 0.358486 loss_class_aux_dn: 1.740484 loss_bbox_aux_dn: 0.591845 loss_giou_aux_dn: 2.032868 loss: 13.683747 eta: 43 days, 20:37:57 batch_cost: 1.2237 data_cost: 0.0013 ips: 6.5376 images/s
[08/09 04:33:19] ppdet.engine INFO: Epoch: [8] [18300/54024] learning_rate: 0.000100 loss_class: 0.732226 loss_bbox: 0.109904 loss_giou: 0.540310 loss_class_aux: 4.578291 loss_bbox_aux: 0.722962 loss_giou_aux: 3.316974 loss_class_dn: 0.362557 loss_bbox_dn: 0.095247 loss_giou_dn: 0.407318 loss_class_aux_dn: 1.967783 loss_bbox_aux_dn: 0.578547 loss_giou_aux_dn: 2.287527 loss: 15.716490 eta: 43 days, 20:32:46 batch_cost: 1.0282 data_cost: 0.0014 ips: 7.7805 images/s
[08/09 04:35:11] ppdet.engine INFO: Epoch: [8] [18400/54024] learning_rate: 0.000100 loss_class: 0.677984 loss_bbox: 0.108028 loss_giou: 0.481446 loss_class_aux: 4.252081 loss_bbox_aux: 0.709361 loss_giou_aux: 2.988869 loss_class_dn: 0.343101 loss_bbox_dn: 0.115755 loss_giou_dn: 0.380391 loss_class_aux_dn: 1.831318 loss_bbox_aux_dn: 0.695206 loss_giou_aux_dn: 2.171266 loss: 14.934549 eta: 43 days, 20:29:24 batch_cost: 1.0679 data_cost: 0.0014 ips: 7.4913 images/s
[08/09 04:37:10] ppdet.engine INFO: Epoch: [8] [18500/54024] learning_rate: 0.000100 loss_class: 0.657540 loss_bbox: 0.104471 loss_giou: 0.497324 loss_class_aux: 4.047919 loss_bbox_aux: 0.675297 loss_giou_aux: 3.048878 loss_class_dn: 0.326449 loss_bbox_dn: 0.101937 loss_giou_dn: 0.349278 loss_class_aux_dn: 1.769123 loss_bbox_aux_dn: 0.619032 loss_giou_aux_dn: 2.037928 loss: 14.205178 eta: 43 days, 20:28:47 batch_cost: 1.1287 data_cost: 0.0014 ips: 7.0878 images/s
[08/09 04:39:05] ppdet.engine INFO: Epoch: [8] [18600/54024] learning_rate: 0.000100 loss_class: 0.718484 loss_bbox: 0.108353 loss_giou: 0.541812 loss_class_aux: 4.417670 loss_bbox_aux: 0.730455 loss_giou_aux: 3.353669 loss_class_dn: 0.362200 loss_bbox_dn: 0.096813 loss_giou_dn: 0.419449 loss_class_aux_dn: 1.949259 loss_bbox_aux_dn: 0.600638 loss_giou_aux_dn: 2.377564 loss: 16.037174 eta: 43 days, 20:26:52 batch_cost: 1.0999 data_cost: 0.0087 ips: 7.2734 images/s
[08/09 04:40:55] ppdet.engine INFO: Epoch: [8] [18700/54024] learning_rate: 0.000100 loss_class: 0.682473 loss_bbox: 0.104421 loss_giou: 0.470082 loss_class_aux: 4.277277 loss_bbox_aux: 0.691169 loss_giou_aux: 2.919229 loss_class_dn: 0.330209 loss_bbox_dn: 0.099149 loss_giou_dn: 0.353779 loss_class_aux_dn: 1.791002 loss_bbox_aux_dn: 0.622181 loss_giou_aux_dn: 2.015239 loss: 14.118096 eta: 43 days, 20:22:34 batch_cost: 1.0472 data_cost: 0.0013 ips: 7.6391 images/s
[08/09 04:42:58] ppdet.engine INFO: Epoch: [8] [18800/54024] learning_rate: 0.000100 loss_class: 0.643680 loss_bbox: 0.107474 loss_giou: 0.495807 loss_class_aux: 3.961829 loss_bbox_aux: 0.694630 loss_giou_aux: 3.077374 loss_class_dn: 0.330308 loss_bbox_dn: 0.094976 loss_giou_dn: 0.375408 loss_class_aux_dn: 1.778682 loss_bbox_aux_dn: 0.602068 loss_giou_aux_dn: 2.155303 loss: 14.624082 eta: 43 days, 20:24:29 batch_cost: 1.1846 data_cost: 0.0015 ips: 6.7531 images/s
[08/09 04:44:58] ppdet.engine INFO: Epoch: [8] [18900/54024] learning_rate: 0.000100 loss_class: 0.696465 loss_bbox: 0.113768 loss_giou: 0.536617 loss_class_aux: 4.229572 loss_bbox_aux: 0.744239 loss_giou_aux: 3.376745 loss_class_dn: 0.351771 loss_bbox_dn: 0.106542 loss_giou_dn: 0.384826 loss_class_aux_dn: 1.905741 loss_bbox_aux_dn: 0.658398 loss_giou_aux_dn: 2.211667 loss: 15.691490 eta: 43 days, 20:24:11 batch_cost: 1.1358 data_cost: 0.0617 ips: 7.0435 images/s
[08/09 04:46:58] ppdet.engine INFO: Epoch: [8] [19000/54024] learning_rate: 0.000100 loss_class: 0.664528 loss_bbox: 0.111965 loss_giou: 0.477426 loss_class_aux: 4.083268 loss_bbox_aux: 0.711882 loss_giou_aux: 2.986197 loss_class_dn: 0.329016 loss_bbox_dn: 0.101260 loss_giou_dn: 0.366394 loss_class_aux_dn: 1.772060 loss_bbox_aux_dn: 0.614588 loss_giou_aux_dn: 2.078484 loss: 14.415394 eta: 43 days, 20:24:41 batch_cost: 1.1535 data_cost: 0.0014 ips: 6.9353 images/s
[08/09 04:48:58] ppdet.engine INFO: Epoch: [8] [19100/54024] learning_rate: 0.000100 loss_class: 0.673133 loss_bbox: 0.112142 loss_giou: 0.543783 loss_class_aux: 4.129115 loss_bbox_aux: 0.754705 loss_giou_aux: 3.368629 loss_class_dn: 0.351452 loss_bbox_dn: 0.095444 loss_giou_dn: 0.402107 loss_class_aux_dn: 1.907592 loss_bbox_aux_dn: 0.585469 loss_giou_aux_dn: 2.262828 loss: 15.557543 eta: 43 days, 20:24:41 batch_cost: 1.1426 data_cost: 0.0022 ips: 7.0013 images/s
[08/09 04:50:55] ppdet.engine INFO: Epoch: [8] [19200/54024] learning_rate: 0.000100 loss_class: 0.697432 loss_bbox: 0.103995 loss_giou: 0.489096 loss_class_aux: 4.313056 loss_bbox_aux: 0.666268 loss_giou_aux: 3.141303 loss_class_dn: 0.344237 loss_bbox_dn: 0.095295 loss_giou_dn: 0.373078 loss_class_aux_dn: 1.861871 loss_bbox_aux_dn: 0.570928 loss_giou_aux_dn: 2.154110 loss: 15.241761 eta: 43 days, 20:23:37 batch_cost: 1.1190 data_cost: 0.0014 ips: 7.1492 images/s
[08/09 04:53:11] ppdet.engine INFO: Epoch: [8] [19300/54024] learning_rate: 0.000100 loss_class: 0.685153 loss_bbox: 0.110584 loss_giou: 0.525310 loss_class_aux: 4.276148 loss_bbox_aux: 0.709563 loss_giou_aux: 3.262455 loss_class_dn: 0.355463 loss_bbox_dn: 0.102348 loss_giou_dn: 0.377874 loss_class_aux_dn: 1.905073 loss_bbox_aux_dn: 0.615576 loss_giou_aux_dn: 2.140489 loss: 15.180639 eta: 43 days, 20:30:27 batch_cost: 1.2945 data_cost: 0.0014 ips: 6.1800 images/s
[08/09 04:55:03] ppdet.engine INFO: Epoch: [8] [19400/54024] learning_rate: 0.000100 loss_class: 0.704089 loss_bbox: 0.116951 loss_giou: 0.485415 loss_class_aux: 4.343641 loss_bbox_aux: 0.762673 loss_giou_aux: 3.067667 loss_class_dn: 0.354894 loss_bbox_dn: 0.108513 loss_giou_dn: 0.366760 loss_class_aux_dn: 1.926236 loss_bbox_aux_dn: 0.655145 loss_giou_aux_dn: 2.130406 loss: 15.597742 eta: 43 days, 20:27:11 batch_cost: 1.0702 data_cost: 0.0014 ips: 7.4756 images/s
[08/09 04:57:03] ppdet.engine INFO: Epoch: [8] [19500/54024] learning_rate: 0.000100 loss_class: 0.699172 loss_bbox: 0.113371 loss_giou: 0.551802 loss_class_aux: 4.360488 loss_bbox_aux: 0.739347 loss_giou_aux: 3.405570 loss_class_dn: 0.360714 loss_bbox_dn: 0.102050 loss_giou_dn: 0.417881 loss_class_aux_dn: 1.977507 loss_bbox_aux_dn: 0.618939 loss_giou_aux_dn: 2.380347 loss: 15.903767 eta: 43 days, 20:27:28 batch_cost: 1.1493 data_cost: 0.0553 ips: 6.9606 images/s
[08/09 04:58:54] ppdet.engine INFO: Epoch: [8] [19600/54024] learning_rate: 0.000100 loss_class: 0.673418 loss_bbox: 0.109197 loss_giou: 0.462005 loss_class_aux: 4.132347 loss_bbox_aux: 0.712321 loss_giou_aux: 2.875553 loss_class_dn: 0.329403 loss_bbox_dn: 0.100755 loss_giou_dn: 0.365729 loss_class_aux_dn: 1.811473 loss_bbox_aux_dn: 0.634041 loss_giou_aux_dn: 2.108060 loss: 14.779108 eta: 43 days, 20:23:38 batch_cost: 1.0574 data_cost: 0.0013 ips: 7.5654 images/s
[08/09 05:00:54] ppdet.engine INFO: Epoch: [8] [19700/54024] learning_rate: 0.000100 loss_class: 0.671931 loss_bbox: 0.101912 loss_giou: 0.471917 loss_class_aux: 4.154085 loss_bbox_aux: 0.667588 loss_giou_aux: 2.932097 loss_class_dn: 0.331688 loss_bbox_dn: 0.091295 loss_giou_dn: 0.358297 loss_class_aux_dn: 1.801222 loss_bbox_aux_dn: 0.586112 loss_giou_aux_dn: 2.092586 loss: 14.514315 eta: 43 days, 20:23:29 batch_cost: 1.1399 data_cost: 0.0014 ips: 7.0182 images/s
[08/09 05:02:47] ppdet.engine INFO: Epoch: [8] [19800/54024] learning_rate: 0.000100 loss_class: 0.651624 loss_bbox: 0.108361 loss_giou: 0.479069 loss_class_aux: 4.127894 loss_bbox_aux: 0.680687 loss_giou_aux: 2.951558 loss_class_dn: 0.316069 loss_bbox_dn: 0.101060 loss_giou_dn: 0.358830 loss_class_aux_dn: 1.773486 loss_bbox_aux_dn: 0.620144 loss_giou_aux_dn: 2.030378 loss: 13.862988 eta: 43 days, 20:20:33 batch_cost: 1.0774 data_cost: 0.0014 ips: 7.4255 images/s
[08/09 05:04:37] ppdet.engine INFO: Epoch: [8] [19900/54024] learning_rate: 0.000100 loss_class: 0.684297 loss_bbox: 0.112446 loss_giou: 0.484319 loss_class_aux: 4.232196 loss_bbox_aux: 0.749133 loss_giou_aux: 3.041797 loss_class_dn: 0.360430 loss_bbox_dn: 0.101098 loss_giou_dn: 0.381624 loss_class_aux_dn: 1.925668 loss_bbox_aux_dn: 0.619106 loss_giou_aux_dn: 2.217201 loss: 14.990153 eta: 43 days, 20:16:12 batch_cost: 1.0458 data_cost: 0.0016 ips: 7.6498 images/s
[08/09 05:06:35] ppdet.engine INFO: Epoch: [8] [20000/54024] learning_rate: 0.000100 loss_class: 0.720364 loss_bbox: 0.109089 loss_giou: 0.554905 loss_class_aux: 4.439851 loss_bbox_aux: 0.715751 loss_giou_aux: 3.487625 loss_class_dn: 0.371493 loss_bbox_dn: 0.104613 loss_giou_dn: 0.419972 loss_class_aux_dn: 2.013696 loss_bbox_aux_dn: 0.643800 loss_giou_aux_dn: 2.354997 loss: 15.858380 eta: 43 days, 20:15:27 batch_cost: 1.1265 data_cost: 0.0014 ips: 7.1019 images/s
[08/09 05:08:29] ppdet.engine INFO: Epoch: [8] [20100/54024] learning_rate: 0.000100 loss_class: 0.707068 loss_bbox: 0.110116 loss_giou: 0.534586 loss_class_aux: 4.374895 loss_bbox_aux: 0.716433 loss_giou_aux: 3.347878 loss_class_dn: 0.372999 loss_bbox_dn: 0.092394 loss_giou_dn: 0.411448 loss_class_aux_dn: 1.995453 loss_bbox_aux_dn: 0.571967 loss_giou_aux_dn: 2.356790 loss: 15.804579 eta: 43 days, 20:13:03 batch_cost: 1.0894 data_cost: 0.0013 ips: 7.3438 images/s
[08/09 05:10:21] ppdet.engine INFO: Epoch: [8] [20200/54024] learning_rate: 0.000100 loss_class: 0.686381 loss_bbox: 0.108024 loss_giou: 0.518596 loss_class_aux: 4.260226 loss_bbox_aux: 0.688404 loss_giou_aux: 3.219377 loss_class_dn: 0.353793 loss_bbox_dn: 0.102114 loss_giou_dn: 0.386942 loss_class_aux_dn: 1.894564 loss_bbox_aux_dn: 0.614970 loss_giou_aux_dn: 2.181752 loss: 14.942238 eta: 43 days, 20:09:32 batch_cost: 1.0643 data_cost: 0.0014 ips: 7.5168 images/s
[08/09 05:12:14] ppdet.engine INFO: Epoch: [8] [20300/54024] learning_rate: 0.000100 loss_class: 0.718816 loss_bbox: 0.112333 loss_giou: 0.477196 loss_class_aux: 4.463575 loss_bbox_aux: 0.733533 loss_giou_aux: 2.939273 loss_class_dn: 0.338347 loss_bbox_dn: 0.104827 loss_giou_dn: 0.371585 loss_class_aux_dn: 1.820251 loss_bbox_aux_dn: 0.674786 loss_giou_aux_dn: 2.108770 loss: 14.642731 eta: 43 days, 20:06:39 batch_cost: 1.0785 data_cost: 0.0013 ips: 7.4178 images/s
[08/09 05:14:07] ppdet.engine INFO: Epoch: [8] [20400/54024] learning_rate: 0.000100 loss_class: 0.668293 loss_bbox: 0.108800 loss_giou: 0.466990 loss_class_aux: 4.211072 loss_bbox_aux: 0.734712 loss_giou_aux: 2.904466 loss_class_dn: 0.334722 loss_bbox_dn: 0.106293 loss_giou_dn: 0.346535 loss_class_aux_dn: 1.821775 loss_bbox_aux_dn: 0.656737 loss_giou_aux_dn: 1.983773 loss: 14.664360 eta: 43 days, 20:03:47 batch_cost: 1.0788 data_cost: 0.0015 ips: 7.4158 images/s
[08/09 05:15:57] ppdet.engine INFO: Epoch: [8] [20500/54024] learning_rate: 0.000100 loss_class: 0.719154 loss_bbox: 0.114250 loss_giou: 0.506839 loss_class_aux: 4.537382 loss_bbox_aux: 0.767302 loss_giou_aux: 3.118841 loss_class_dn: 0.363956 loss_bbox_dn: 0.100311 loss_giou_dn: 0.387437 loss_class_aux_dn: 1.970140 loss_bbox_aux_dn: 0.639749 loss_giou_aux_dn: 2.221936 loss: 15.597467 eta: 43 days, 19:59:29 batch_cost: 1.0469 data_cost: 0.0014 ips: 7.6419 images/s
[08/09 05:17:48] ppdet.engine INFO: Epoch: [8] [20600/54024] learning_rate: 0.000100 loss_class: 0.663547 loss_bbox: 0.103275 loss_giou: 0.498265 loss_class_aux: 4.122348 loss_bbox_aux: 0.683169 loss_giou_aux: 3.113758 loss_class_dn: 0.335412 loss_bbox_dn: 0.090275 loss_giou_dn: 0.386286 loss_class_aux_dn: 1.791557 loss_bbox_aux_dn: 0.584754 loss_giou_aux_dn: 2.154370 loss: 14.839617 eta: 43 days, 19:55:32 batch_cost: 1.0545 data_cost: 0.0163 ips: 7.5867 images/s
[08/09 05:19:46] ppdet.engine INFO: Epoch: [8] [20700/54024] learning_rate: 0.000100 loss_class: 0.698356 loss_bbox: 0.108784 loss_giou: 0.488269 loss_class_aux: 4.375284 loss_bbox_aux: 0.706071 loss_giou_aux: 3.059229 loss_class_dn: 0.346081 loss_bbox_dn: 0.102918 loss_giou_dn: 0.371221 loss_class_aux_dn: 1.865111 loss_bbox_aux_dn: 0.650174 loss_giou_aux_dn: 2.124355 loss: 14.891368 eta: 43 days, 19:54:42 batch_cost: 1.1243 data_cost: 0.0197 ips: 7.1154 images/s
[08/09 05:21:43] ppdet.engine INFO: Epoch: [8] [20800/54024] learning_rate: 0.000100 loss_class: 0.677756 loss_bbox: 0.105912 loss_giou: 0.464917 loss_class_aux: 4.201063 loss_bbox_aux: 0.699959 loss_giou_aux: 2.881447 loss_class_dn: 0.326341 loss_bbox_dn: 0.097206 loss_giou_dn: 0.364392 loss_class_aux_dn: 1.792455 loss_bbox_aux_dn: 0.619811 loss_giou_aux_dn: 2.065912 loss: 14.447805 eta: 43 days, 19:53:36 batch_cost: 1.1182 data_cost: 0.0534 ips: 7.1541 images/s
[08/09 05:23:35] ppdet.engine INFO: Epoch: [8] [20900/54024] learning_rate: 0.000100 loss_class: 0.711256 loss_bbox: 0.116346 loss_giou: 0.472415 loss_class_aux: 4.327809 loss_bbox_aux: 0.777222 loss_giou_aux: 2.984668 loss_class_dn: 0.363255 loss_bbox_dn: 0.106424 loss_giou_dn: 0.372334 loss_class_aux_dn: 1.966371 loss_bbox_aux_dn: 0.647457 loss_giou_aux_dn: 2.101984 loss: 15.706933 eta: 43 days, 19:49:58 batch_cost: 1.0613 data_cost: 0.0017 ips: 7.5379 images/s
[08/09 05:25:30] ppdet.engine INFO: Epoch: [8] [21000/54024] learning_rate: 0.000100 loss_class: 0.716559 loss_bbox: 0.110991 loss_giou: 0.525770 loss_class_aux: 4.425159 loss_bbox_aux: 0.750426 loss_giou_aux: 3.317381 loss_class_dn: 0.363376 loss_bbox_dn: 0.101547 loss_giou_dn: 0.407693 loss_class_aux_dn: 1.968237 loss_bbox_aux_dn: 0.630323 loss_giou_aux_dn: 2.353577 loss: 15.761317 eta: 43 days, 19:47:54 batch_cost: 1.0967 data_cost: 0.0014 ips: 7.2945 images/s
[08/09 05:27:21] ppdet.engine INFO: Epoch: [8] [21100/54024] learning_rate: 0.000100 loss_class: 0.671281 loss_bbox: 0.103390 loss_giou: 0.484422 loss_class_aux: 4.163505 loss_bbox_aux: 0.673134 loss_giou_aux: 2.965583 loss_class_dn: 0.335675 loss_bbox_dn: 0.092245 loss_giou_dn: 0.359479 loss_class_aux_dn: 1.814286 loss_bbox_aux_dn: 0.586717 loss_giou_aux_dn: 2.073766 loss: 14.219711 eta: 43 days, 19:44:02 batch_cost: 1.0563 data_cost: 0.0014 ips: 7.5736 images/s
[08/09 05:29:17] ppdet.engine INFO: Epoch: [8] [21200/54024] learning_rate: 0.000100 loss_class: 0.702757 loss_bbox: 0.108204 loss_giou: 0.446330 loss_class_aux: 4.321319 loss_bbox_aux: 0.691655 loss_giou_aux: 2.843345 loss_class_dn: 0.344634 loss_bbox_dn: 0.100717 loss_giou_dn: 0.355466 loss_class_aux_dn: 1.881663 loss_bbox_aux_dn: 0.646634 loss_giou_aux_dn: 2.055943 loss: 14.886356 eta: 43 days, 19:42:32 batch_cost: 1.1091 data_cost: 0.0015 ips: 7.2131 images/s
[08/09 05:31:14] ppdet.engine INFO: Epoch: [8] [21300/54024] learning_rate: 0.000100 loss_class: 0.654095 loss_bbox: 0.102900 loss_giou: 0.435731 loss_class_aux: 4.047611 loss_bbox_aux: 0.687691 loss_giou_aux: 2.679805 loss_class_dn: 0.327006 loss_bbox_dn: 0.102529 loss_giou_dn: 0.347299 loss_class_aux_dn: 1.754898 loss_bbox_aux_dn: 0.641256 loss_giou_aux_dn: 1.983404 loss: 14.417812 eta: 43 days, 19:41:05 batch_cost: 1.1106 data_cost: 0.0014 ips: 7.2031 images/s
[08/09 05:33:16] ppdet.engine INFO: Epoch: [8] [21400/54024] learning_rate: 0.000100 loss_class: 0.686850 loss_bbox: 0.109432 loss_giou: 0.504138 loss_class_aux: 4.356940 loss_bbox_aux: 0.701074 loss_giou_aux: 3.173205 loss_class_dn: 0.351910 loss_bbox_dn: 0.094619 loss_giou_dn: 0.386642 loss_class_aux_dn: 1.899025 loss_bbox_aux_dn: 0.590416 loss_giou_aux_dn: 2.239081 loss: 15.174609 eta: 43 days, 19:41:49 batch_cost: 1.1599 data_cost: 0.0014 ips: 6.8971 images/s
[08/09 05:35:10] ppdet.engine INFO: Epoch: [8] [21500/54024] learning_rate: 0.000100 loss_class: 0.688780 loss_bbox: 0.103709 loss_giou: 0.438325 loss_class_aux: 4.296695 loss_bbox_aux: 0.675969 loss_giou_aux: 2.756634 loss_class_dn: 0.323643 loss_bbox_dn: 0.094427 loss_giou_dn: 0.349313 loss_class_aux_dn: 1.756541 loss_bbox_aux_dn: 0.593150 loss_giou_aux_dn: 1.983794 loss: 14.402218 eta: 43 days, 19:39:21 batch_cost: 1.0876 data_cost: 0.0180 ips: 7.3555 images/s
[08/09 05:37:02] ppdet.engine INFO: Epoch: [8] [21600/54024] learning_rate: 0.000100 loss_class: 0.701178 loss_bbox: 0.102171 loss_giou: 0.472367 loss_class_aux: 4.335652 loss_bbox_aux: 0.665532 loss_giou_aux: 2.961365 loss_class_dn: 0.337920 loss_bbox_dn: 0.102413 loss_giou_dn: 0.381693 loss_class_aux_dn: 1.826673 loss_bbox_aux_dn: 0.616026 loss_giou_aux_dn: 2.176866 loss: 15.056004 eta: 43 days, 19:36:03 batch_cost: 1.0685 data_cost: 0.0014 ips: 7.4871 images/s
[08/09 05:39:11] ppdet.engine INFO: Epoch: [8] [21700/54024] learning_rate: 0.000100 loss_class: 0.668120 loss_bbox: 0.112121 loss_giou: 0.491712 loss_class_aux: 4.160691 loss_bbox_aux: 0.741500 loss_giou_aux: 3.069478 loss_class_dn: 0.334120 loss_bbox_dn: 0.099532 loss_giou_dn: 0.385049 loss_class_aux_dn: 1.826126 loss_bbox_aux_dn: 0.630325 loss_giou_aux_dn: 2.199142 loss: 14.741530 eta: 43 days, 19:40:01 batch_cost: 1.2334 data_cost: 0.0014 ips: 6.4860 images/s
[08/09 05:41:07] ppdet.engine INFO: Epoch: [8] [21800/54024] learning_rate: 0.000100 loss_class: 0.716882 loss_bbox: 0.117332 loss_giou: 0.520174 loss_class_aux: 4.381803 loss_bbox_aux: 0.758420 loss_giou_aux: 3.224233 loss_class_dn: 0.355505 loss_bbox_dn: 0.100681 loss_giou_dn: 0.387626 loss_class_aux_dn: 1.940222 loss_bbox_aux_dn: 0.634180 loss_giou_aux_dn: 2.214808 loss: 15.637506 eta: 43 days, 19:38:23 batch_cost: 1.1064 data_cost: 0.0014 ips: 7.2307 images/s
[08/09 05:43:14] ppdet.engine INFO: Epoch: [8] [21900/54024] learning_rate: 0.000100 loss_class: 0.684018 loss_bbox: 0.105445 loss_giou: 0.529732 loss_class_aux: 4.228770 loss_bbox_aux: 0.692034 loss_giou_aux: 3.239585 loss_class_dn: 0.350315 loss_bbox_dn: 0.096161 loss_giou_dn: 0.400856 loss_class_aux_dn: 1.886235 loss_bbox_aux_dn: 0.592380 loss_giou_aux_dn: 2.288195 loss: 15.172528 eta: 43 days, 19:41:31 batch_cost: 1.2149 data_cost: 0.0014 ips: 6.5851 images/s
[08/09 05:45:06] ppdet.engine INFO: Epoch: [8] [22000/54024] learning_rate: 0.000100 loss_class: 0.667563 loss_bbox: 0.102800 loss_giou: 0.499297 loss_class_aux: 4.113494 loss_bbox_aux: 0.676564 loss_giou_aux: 3.125253 loss_class_dn: 0.343127 loss_bbox_dn: 0.096743 loss_giou_dn: 0.382975 loss_class_aux_dn: 1.845039 loss_bbox_aux_dn: 0.596037 loss_giou_aux_dn: 2.174877 loss: 14.777073 eta: 43 days, 19:38:06 batch_cost: 1.0662 data_cost: 0.0014 ips: 7.5031 images/s
[08/09 05:46:57] ppdet.engine INFO: Epoch: [8] [22100/54024] learning_rate: 0.000100 loss_class: 0.680807 loss_bbox: 0.109497 loss_giou: 0.480362 loss_class_aux: 4.235960 loss_bbox_aux: 0.701692 loss_giou_aux: 3.019525 loss_class_dn: 0.345857 loss_bbox_dn: 0.104663 loss_giou_dn: 0.369073 loss_class_aux_dn: 1.842090 loss_bbox_aux_dn: 0.646501 loss_giou_aux_dn: 2.110337 loss: 14.818561 eta: 43 days, 19:34:17 batch_cost: 1.0567 data_cost: 0.0014 ips: 7.5707 images/s
[08/09 05:48:50] ppdet.engine INFO: Epoch: [8] [22200/54024] learning_rate: 0.000100 loss_class: 0.690632 loss_bbox: 0.113214 loss_giou: 0.490118 loss_class_aux: 4.245314 loss_bbox_aux: 0.733409 loss_giou_aux: 3.071536 loss_class_dn: 0.356202 loss_bbox_dn: 0.094174 loss_giou_dn: 0.382076 loss_class_aux_dn: 1.940229 loss_bbox_aux_dn: 0.588909 loss_giou_aux_dn: 2.176431 loss: 15.744107 eta: 43 days, 19:31:11 batch_cost: 1.0732 data_cost: 0.0015 ips: 7.4540 images/s
[08/09 05:50:45] ppdet.engine INFO: Epoch: [8] [22300/54024] learning_rate: 0.000100 loss_class: 0.688458 loss_bbox: 0.107689 loss_giou: 0.512712 loss_class_aux: 4.304247 loss_bbox_aux: 0.709421 loss_giou_aux: 3.242800 loss_class_dn: 0.348577 loss_bbox_dn: 0.102930 loss_giou_dn: 0.384868 loss_class_aux_dn: 1.887153 loss_bbox_aux_dn: 0.630947 loss_giou_aux_dn: 2.196864 loss: 15.022302 eta: 43 days, 19:29:08 batch_cost: 1.0972 data_cost: 0.0016 ips: 7.2912 images/s
[08/09 05:52:39] ppdet.engine INFO: Epoch: [8] [22400/54024] learning_rate: 0.000100 loss_class: 0.693480 loss_bbox: 0.105855 loss_giou: 0.527437 loss_class_aux: 4.347473 loss_bbox_aux: 0.710459 loss_giou_aux: 3.283754 loss_class_dn: 0.352941 loss_bbox_dn: 0.107129 loss_giou_dn: 0.401807 loss_class_aux_dn: 1.889592 loss_bbox_aux_dn: 0.658969 loss_giou_aux_dn: 2.309051 loss: 15.484575 eta: 43 days, 19:26:30 batch_cost: 1.0839 data_cost: 0.0013 ips: 7.3809 images/s
[08/09 05:54:32] ppdet.engine INFO: Epoch: [8] [22500/54024] learning_rate: 0.000100 loss_class: 0.684795 loss_bbox: 0.099695 loss_giou: 0.461617 loss_class_aux: 4.316159 loss_bbox_aux: 0.641230 loss_giou_aux: 2.923908 loss_class_dn: 0.348334 loss_bbox_dn: 0.098937 loss_giou_dn: 0.354337 loss_class_aux_dn: 1.881888 loss_bbox_aux_dn: 0.627240 loss_giou_aux_dn: 2.034024 loss: 14.532693 eta: 43 days, 19:23:30 batch_cost: 1.0754 data_cost: 0.0014 ips: 7.4390 images/s
[08/09 05:56:28] ppdet.engine INFO: Epoch: [8] [22600/54024] learning_rate: 0.000100 loss_class: 0.722172 loss_bbox: 0.114622 loss_giou: 0.555937 loss_class_aux: 4.488876 loss_bbox_aux: 0.758012 loss_giou_aux: 3.534494 loss_class_dn: 0.369295 loss_bbox_dn: 0.096406 loss_giou_dn: 0.420715 loss_class_aux_dn: 1.996725 loss_bbox_aux_dn: 0.602286 loss_giou_aux_dn: 2.392127 loss: 16.339010 eta: 43 days, 19:21:50 batch_cost: 1.1056 data_cost: 0.0014 ips: 7.2356 images/s
[08/09 05:58:22] ppdet.engine INFO: Epoch: [8] [22700/54024] learning_rate: 0.000100 loss_class: 0.730043 loss_bbox: 0.111950 loss_giou: 0.489809 loss_class_aux: 4.500968 loss_bbox_aux: 0.729123 loss_giou_aux: 3.113996 loss_class_dn: 0.350818 loss_bbox_dn: 0.105863 loss_giou_dn: 0.374798 loss_class_aux_dn: 1.879266 loss_bbox_aux_dn: 0.649778 loss_giou_aux_dn: 2.144264 loss: 15.629362 eta: 43 days, 19:19:17 batch_cost: 1.0856 data_cost: 0.0014 ips: 7.3691 images/s
[08/09 06:00:22] ppdet.engine INFO: Epoch: [8] [22800/54024] learning_rate: 0.000100 loss_class: 0.704597 loss_bbox: 0.113819 loss_giou: 0.521759 loss_class_aux: 4.368980 loss_bbox_aux: 0.746931 loss_giou_aux: 3.209384 loss_class_dn: 0.354324 loss_bbox_dn: 0.108517 loss_giou_dn: 0.397566 loss_class_aux_dn: 1.903724 loss_bbox_aux_dn: 0.681975 loss_giou_aux_dn: 2.249978 loss: 15.311180 eta: 43 days, 19:19:14 batch_cost: 1.1427 data_cost: 0.0014 ips: 7.0012 images/s
[08/09 06:02:16] ppdet.engine INFO: Epoch: [8] [22900/54024] learning_rate: 0.000100 loss_class: 0.668039 loss_bbox: 0.111391 loss_giou: 0.488659 loss_class_aux: 4.180669 loss_bbox_aux: 0.722516 loss_giou_aux: 3.074807 loss_class_dn: 0.356468 loss_bbox_dn: 0.102867 loss_giou_dn: 0.383104 loss_class_aux_dn: 1.924067 loss_bbox_aux_dn: 0.647662 loss_giou_aux_dn: 2.169053 loss: 15.533079 eta: 43 days, 19:16:53 batch_cost: 1.0903 data_cost: 0.0013 ips: 7.3376 images/s
[08/09 06:04:15] ppdet.engine INFO: Epoch: [8] [23000/54024] learning_rate: 0.000100 loss_class: 0.695161 loss_bbox: 0.114660 loss_giou: 0.505853 loss_class_aux: 4.343831 loss_bbox_aux: 0.736680 loss_giou_aux: 3.098066 loss_class_dn: 0.355057 loss_bbox_dn: 0.100350 loss_giou_dn: 0.378218 loss_class_aux_dn: 1.903512 loss_bbox_aux_dn: 0.620995 loss_giou_aux_dn: 2.184288 loss: 15.415299 eta: 43 days, 19:16:16 batch_cost: 1.1295 data_cost: 0.0014 ips: 7.0828 images/s
[08/09 06:06:08] ppdet.engine INFO: Epoch: [8] [23100/54024] learning_rate: 0.000100 loss_class: 0.656924 loss_bbox: 0.112748 loss_giou: 0.484605 loss_class_aux: 4.138980 loss_bbox_aux: 0.722580 loss_giou_aux: 3.022783 loss_class_dn: 0.334294 loss_bbox_dn: 0.104626 loss_giou_dn: 0.368324 loss_class_aux_dn: 1.818704 loss_bbox_aux_dn: 0.660296 loss_giou_aux_dn: 2.100799 loss: 14.670161 eta: 43 days, 19:13:20 batch_cost: 1.0768 data_cost: 0.0015 ips: 7.4293 images/s
[08/09 06:08:02] ppdet.engine INFO: Epoch: [8] [23200/54024] learning_rate: 0.000100 loss_class: 0.697816 loss_bbox: 0.112723 loss_giou: 0.498596 loss_class_aux: 4.381920 loss_bbox_aux: 0.726103 loss_giou_aux: 3.096916 loss_class_dn: 0.356023 loss_bbox_dn: 0.094314 loss_giou_dn: 0.385648 loss_class_aux_dn: 1.913715 loss_bbox_aux_dn: 0.588988 loss_giou_aux_dn: 2.259639 loss: 15.597388 eta: 43 days, 19:10:58 batch_cost: 1.0901 data_cost: 0.0136 ips: 7.3390 images/s
[08/09 06:09:57] ppdet.engine INFO: Epoch: [8] [23300/54024] learning_rate: 0.000100 loss_class: 0.683213 loss_bbox: 0.106874 loss_giou: 0.457737 loss_class_aux: 4.272206 loss_bbox_aux: 0.720120 loss_giou_aux: 2.868933 loss_class_dn: 0.340963 loss_bbox_dn: 0.098738 loss_giou_dn: 0.368196 loss_class_aux_dn: 1.842836 loss_bbox_aux_dn: 0.627292 loss_giou_aux_dn: 2.094121 loss: 14.685805 eta: 43 days, 19:08:30 batch_cost: 1.0873 data_cost: 0.0015 ips: 7.3579 images/s
[08/09 06:12:01] ppdet.engine INFO: Epoch: [8] [23400/54024] learning_rate: 0.000100 loss_class: 0.685143 loss_bbox: 0.114038 loss_giou: 0.575295 loss_class_aux: 4.303402 loss_bbox_aux: 0.732770 loss_giou_aux: 3.546689 loss_class_dn: 0.375798 loss_bbox_dn: 0.102679 loss_giou_dn: 0.425557 loss_class_aux_dn: 1.998911 loss_bbox_aux_dn: 0.637157 loss_giou_aux_dn: 2.401546 loss: 15.950366 eta: 43 days, 19:10:10 batch_cost: 1.1825 data_cost: 0.0014 ips: 6.7656 images/s
[08/09 06:13:55] ppdet.engine INFO: Epoch: [8] [23500/54024] learning_rate: 0.000100 loss_class: 0.648964 loss_bbox: 0.106635 loss_giou: 0.486611 loss_class_aux: 4.031451 loss_bbox_aux: 0.689327 loss_giou_aux: 3.011442 loss_class_dn: 0.324770 loss_bbox_dn: 0.099979 loss_giou_dn: 0.359253 loss_class_aux_dn: 1.728144 loss_bbox_aux_dn: 0.619984 loss_giou_aux_dn: 2.054404 loss: 13.998874 eta: 43 days, 19:07:33 batch_cost: 1.0840 data_cost: 0.0013 ips: 7.3801 images/s
[08/09 06:15:55] ppdet.engine INFO: Epoch: [8] [23600/54024] learning_rate: 0.000100 loss_class: 0.711049 loss_bbox: 0.112986 loss_giou: 0.523345 loss_class_aux: 4.345811 loss_bbox_aux: 0.724508 loss_giou_aux: 3.245578 loss_class_dn: 0.365716 loss_bbox_dn: 0.099240 loss_giou_dn: 0.413348 loss_class_aux_dn: 1.944502 loss_bbox_aux_dn: 0.635560 loss_giou_aux_dn: 2.315123 loss: 16.256846 eta: 43 days, 19:07:50 batch_cost: 1.1507 data_cost: 0.0014 ips: 6.9520 images/s
[08/09 06:17:48] ppdet.engine INFO: Epoch: [8] [23700/54024] learning_rate: 0.000100 loss_class: 0.680849 loss_bbox: 0.114258 loss_giou: 0.500485 loss_class_aux: 4.261341 loss_bbox_aux: 0.726736 loss_giou_aux: 3.140581 loss_class_dn: 0.349912 loss_bbox_dn: 0.096416 loss_giou_dn: 0.387024 loss_class_aux_dn: 1.891852 loss_bbox_aux_dn: 0.590481 loss_giou_aux_dn: 2.190245 loss: 15.357386 eta: 43 days, 19:05:06 batch_cost: 1.0812 data_cost: 0.0014 ips: 7.3994 images/s
[08/09 06:19:45] ppdet.engine INFO: Epoch: [8] [23800/54024] learning_rate: 0.000100 loss_class: 0.706551 loss_bbox: 0.107555 loss_giou: 0.533798 loss_class_aux: 4.332211 loss_bbox_aux: 0.718521 loss_giou_aux: 3.276716 loss_class_dn: 0.343221 loss_bbox_dn: 0.105859 loss_giou_dn: 0.389036 loss_class_aux_dn: 1.830175 loss_bbox_aux_dn: 0.647549 loss_giou_aux_dn: 2.188324 loss: 15.168836 eta: 43 days, 19:03:27 batch_cost: 1.1063 data_cost: 0.0014 ips: 7.2315 images/s
[08/09 06:21:37] ppdet.engine INFO: Epoch: [8] [23900/54024] learning_rate: 0.000100 loss_class: 0.722365 loss_bbox: 0.106961 loss_giou: 0.448320 loss_class_aux: 4.457287 loss_bbox_aux: 0.697286 loss_giou_aux: 2.844426 loss_class_dn: 0.338555 loss_bbox_dn: 0.099311 loss_giou_dn: 0.351635 loss_class_aux_dn: 1.845025 loss_bbox_aux_dn: 0.619988 loss_giou_aux_dn: 2.026661 loss: 14.695554 eta: 43 days, 19:00:20 batch_cost: 1.0723 data_cost: 0.0014 ips: 7.4603 images/s
[08/09 06:23:32] ppdet.engine INFO: Epoch: [8] [24000/54024] learning_rate: 0.000100 loss_class: 0.660193 loss_bbox: 0.098057 loss_giou: 0.475920 loss_class_aux: 4.090148 loss_bbox_aux: 0.657230 loss_giou_aux: 2.940441 loss_class_dn: 0.321205 loss_bbox_dn: 0.095706 loss_giou_dn: 0.371563 loss_class_aux_dn: 1.726918 loss_bbox_aux_dn: 0.608362 loss_giou_aux_dn: 2.084860 loss: 14.247556 eta: 43 days, 18:57:59 batch_cost: 1.0900 data_cost: 0.0014 ips: 7.3396 images/s
[08/09 06:25:24] ppdet.engine INFO: Epoch: [8] [24100/54024] learning_rate: 0.000100 loss_class: 0.671820 loss_bbox: 0.113467 loss_giou: 0.521450 loss_class_aux: 4.237084 loss_bbox_aux: 0.730138 loss_giou_aux: 3.235342 loss_class_dn: 0.341380 loss_bbox_dn: 0.099597 loss_giou_dn: 0.387264 loss_class_aux_dn: 1.837379 loss_bbox_aux_dn: 0.624325 loss_giou_aux_dn: 2.235631 loss: 14.954679 eta: 43 days, 18:54:31 batch_cost: 1.0646 data_cost: 0.0013 ips: 7.5145 images/s
[08/09 06:27:22] ppdet.engine INFO: Epoch: [8] [24200/54024] learning_rate: 0.000100 loss_class: 0.680561 loss_bbox: 0.111027 loss_giou: 0.489197 loss_class_aux: 4.225754 loss_bbox_aux: 0.720358 loss_giou_aux: 3.011962 loss_class_dn: 0.344827 loss_bbox_dn: 0.113885 loss_giou_dn: 0.382178 loss_class_aux_dn: 1.866997 loss_bbox_aux_dn: 0.673649 loss_giou_aux_dn: 2.130558 loss: 14.631398 eta: 43 days, 18:53:47 batch_cost: 1.1274 data_cost: 0.0334 ips: 7.0961 images/s
[08/09 06:29:18] ppdet.engine INFO: Epoch: [8] [24300/54024] learning_rate: 0.000100 loss_class: 0.749463 loss_bbox: 0.106023 loss_giou: 0.468932 loss_class_aux: 4.607748 loss_bbox_aux: 0.696018 loss_giou_aux: 3.003771 loss_class_dn: 0.346961 loss_bbox_dn: 0.105212 loss_giou_dn: 0.376149 loss_class_aux_dn: 1.943406 loss_bbox_aux_dn: 0.635037 loss_giou_aux_dn: 2.142308 loss: 15.044918 eta: 43 days, 18:51:56 batch_cost: 1.1013 data_cost: 0.0014 ips: 7.2638 images/s
[08/09 06:31:11] ppdet.engine INFO: Epoch: [8] [24400/54024] learning_rate: 0.000100 loss_class: 0.695340 loss_bbox: 0.109070 loss_giou: 0.485267 loss_class_aux: 4.304765 loss_bbox_aux: 0.712859 loss_giou_aux: 3.076114 loss_class_dn: 0.353847 loss_bbox_dn: 0.099001 loss_giou_dn: 0.369271 loss_class_aux_dn: 1.871432 loss_bbox_aux_dn: 0.628487 loss_giou_aux_dn: 2.163453 loss: 15.449128 eta: 43 days, 18:48:48 batch_cost: 1.0719 data_cost: 0.0013 ips: 7.4631 images/s
[08/09 06:33:05] ppdet.engine INFO: Epoch: [8] [24500/54024] learning_rate: 0.000100 loss_class: 0.727948 loss_bbox: 0.110294 loss_giou: 0.556159 loss_class_aux: 4.473427 loss_bbox_aux: 0.726067 loss_giou_aux: 3.430318 loss_class_dn: 0.360763 loss_bbox_dn: 0.104298 loss_giou_dn: 0.404616 loss_class_aux_dn: 1.937762 loss_bbox_aux_dn: 0.643923 loss_giou_aux_dn: 2.309466 loss: 15.887302 eta: 43 days, 18:46:16 batch_cost: 1.0857 data_cost: 0.0330 ips: 7.3683 images/s
[08/09 06:35:03] ppdet.engine INFO: Epoch: [8] [24600/54024] learning_rate: 0.000100 loss_class: 0.708139 loss_bbox: 0.110613 loss_giou: 0.523598 loss_class_aux: 4.373730 loss_bbox_aux: 0.736125 loss_giou_aux: 3.228147 loss_class_dn: 0.361895 loss_bbox_dn: 0.108636 loss_giou_dn: 0.388041 loss_class_aux_dn: 1.953924 loss_bbox_aux_dn: 0.678145 loss_giou_aux_dn: 2.201729 loss: 15.327349 eta: 43 days, 18:45:33 batch_cost: 1.1281 data_cost: 0.0014 ips: 7.0919 images/s
[08/09 06:37:12] ppdet.engine INFO: Epoch: [8] [24700/54024] learning_rate: 0.000100 loss_class: 0.690313 loss_bbox: 0.113742 loss_giou: 0.487664 loss_class_aux: 4.298049 loss_bbox_aux: 0.736239 loss_giou_aux: 3.035677 loss_class_dn: 0.339734 loss_bbox_dn: 0.105067 loss_giou_dn: 0.376062 loss_class_aux_dn: 1.829095 loss_bbox_aux_dn: 0.648595 loss_giou_aux_dn: 2.161874 loss: 14.637534 eta: 43 days, 18:49:37 batch_cost: 1.2387 data_cost: 0.0015 ips: 6.4584 images/s
[08/09 06:39:07] ppdet.engine INFO: Epoch: [8] [24800/54024] learning_rate: 0.000100 loss_class: 0.692197 loss_bbox: 0.106183 loss_giou: 0.442587 loss_class_aux: 4.314281 loss_bbox_aux: 0.687759 loss_giou_aux: 2.800700 loss_class_dn: 0.317052 loss_bbox_dn: 0.106443 loss_giou_dn: 0.353934 loss_class_aux_dn: 1.727436 loss_bbox_aux_dn: 0.664993 loss_giou_aux_dn: 2.031795 loss: 14.405685 eta: 43 days, 18:47:43 batch_cost: 1.1004 data_cost: 0.0377 ips: 7.2704 images/s
[08/09 06:41:06] ppdet.engine INFO: Epoch: [8] [24900/54024] learning_rate: 0.000100 loss_class: 0.690040 loss_bbox: 0.116698 loss_giou: 0.514774 loss_class_aux: 4.279341 loss_bbox_aux: 0.749322 loss_giou_aux: 3.183664 loss_class_dn: 0.360551 loss_bbox_dn: 0.094279 loss_giou_dn: 0.390890 loss_class_aux_dn: 1.939157 loss_bbox_aux_dn: 0.581844 loss_giou_aux_dn: 2.230315 loss: 15.936559 eta: 43 days, 18:47:08 batch_cost: 1.1314 data_cost: 0.0014 ips: 7.0710 images/s
[08/09 06:43:00] ppdet.engine INFO: Epoch: [8] [25000/54024] learning_rate: 0.000100 loss_class: 0.708418 loss_bbox: 0.107316 loss_giou: 0.498866 loss_class_aux: 4.369652 loss_bbox_aux: 0.692824 loss_giou_aux: 3.069386 loss_class_dn: 0.332734 loss_bbox_dn: 0.102439 loss_giou_dn: 0.373062 loss_class_aux_dn: 1.831012 loss_bbox_aux_dn: 0.650562 loss_giou_aux_dn: 2.097994 loss: 15.093563 eta: 43 days, 18:44:42 batch_cost: 1.0881 data_cost: 0.0014 ips: 7.3523 images/s
[08/09 06:44:54] ppdet.engine INFO: Epoch: [8] [25100/54024] learning_rate: 0.000100 loss_class: 0.645347 loss_bbox: 0.099547 loss_giou: 0.454125 loss_class_aux: 3.928010 loss_bbox_aux: 0.687320 loss_giou_aux: 2.844318 loss_class_dn: 0.322437 loss_bbox_dn: 0.097798 loss_giou_dn: 0.353654 loss_class_aux_dn: 1.807365 loss_bbox_aux_dn: 0.610382 loss_giou_aux_dn: 1.985421 loss: 14.295502 eta: 43 days, 18:42:15 batch_cost: 1.0877 data_cost: 0.0253 ips: 7.3549 images/s
[08/09 06:46:58] ppdet.engine INFO: Epoch: [8] [25200/54024] learning_rate: 0.000100 loss_class: 0.707777 loss_bbox: 0.109142 loss_giou: 0.470259 loss_class_aux: 4.405279 loss_bbox_aux: 0.722414 loss_giou_aux: 2.986774 loss_class_dn: 0.345952 loss_bbox_dn: 0.105978 loss_giou_dn: 0.374450 loss_class_aux_dn: 1.878092 loss_bbox_aux_dn: 0.670830 loss_giou_aux_dn: 2.143074 loss: 14.926986 eta: 43 days, 18:44:00 batch_cost: 1.1854 data_cost: 0.0013 ips: 6.7489 images/s
[08/09 06:49:04] ppdet.engine INFO: Epoch: [8] [25300/54024] learning_rate: 0.000100 loss_class: 0.697552 loss_bbox: 0.111570 loss_giou: 0.468488 loss_class_aux: 4.372395 loss_bbox_aux: 0.714272 loss_giou_aux: 2.985711 loss_class_dn: 0.343063 loss_bbox_dn: 0.101394 loss_giou_dn: 0.374381 loss_class_aux_dn: 1.854608 loss_bbox_aux_dn: 0.613605 loss_giou_aux_dn: 2.124624 loss: 14.793235 eta: 43 days, 18:46:45 batch_cost: 1.2091 data_cost: 0.0014 ips: 6.6167 images/s
[08/09 06:51:08] ppdet.engine INFO: Epoch: [8] [25400/54024] learning_rate: 0.000100 loss_class: 0.686245 loss_bbox: 0.115211 loss_giou: 0.466357 loss_class_aux: 4.357358 loss_bbox_aux: 0.760864 loss_giou_aux: 2.884866 loss_class_dn: 0.349835 loss_bbox_dn: 0.101843 loss_giou_dn: 0.374668 loss_class_aux_dn: 1.889012 loss_bbox_aux_dn: 0.620326 loss_giou_aux_dn: 2.131785 loss: 15.352128 eta: 43 days, 18:48:29 batch_cost: 1.1854 data_cost: 0.0014 ips: 6.7485 images/s
[08/09 06:53:17] ppdet.engine INFO: Epoch: [8] [25500/54024] learning_rate: 0.000100 loss_class: 0.697970 loss_bbox: 0.110848 loss_giou: 0.481769 loss_class_aux: 4.290602 loss_bbox_aux: 0.713848 loss_giou_aux: 3.011184 loss_class_dn: 0.346747 loss_bbox_dn: 0.105537 loss_giou_dn: 0.366762 loss_class_aux_dn: 1.861414 loss_bbox_aux_dn: 0.623537 loss_giou_aux_dn: 2.076186 loss: 15.062583 eta: 43 days, 18:52:29 batch_cost: 1.2386 data_cost: 0.0013 ips: 6.4591 images/s
[08/09 06:55:14] ppdet.engine INFO: Epoch: [8] [25600/54024] learning_rate: 0.000100 loss_class: 0.694259 loss_bbox: 0.114137 loss_giou: 0.500539 loss_class_aux: 4.333586 loss_bbox_aux: 0.736076 loss_giou_aux: 3.106293 loss_class_dn: 0.349888 loss_bbox_dn: 0.104721 loss_giou_dn: 0.371279 loss_class_aux_dn: 1.895441 loss_bbox_aux_dn: 0.659711 loss_giou_aux_dn: 2.123611 loss: 15.012781 eta: 43 days, 18:51:03 batch_cost: 1.1119 data_cost: 0.0014 ips: 7.1950 images/s
[08/09 06:57:16] ppdet.engine INFO: Epoch: [8] [25700/54024] learning_rate: 0.000100 loss_class: 0.664924 loss_bbox: 0.107818 loss_giou: 0.449333 loss_class_aux: 4.115635 loss_bbox_aux: 0.690379 loss_giou_aux: 2.833912 loss_class_dn: 0.336962 loss_bbox_dn: 0.095572 loss_giou_dn: 0.351413 loss_class_aux_dn: 1.817964 loss_bbox_aux_dn: 0.597428 loss_giou_aux_dn: 2.042045 loss: 14.682009 eta: 43 days, 18:51:55 batch_cost: 1.1652 data_cost: 0.0014 ips: 6.8657 images/s
[08/09 06:59:09] ppdet.engine INFO: Epoch: [8] [25800/54024] learning_rate: 0.000100 loss_class: 0.705079 loss_bbox: 0.114079 loss_giou: 0.528393 loss_class_aux: 4.399819 loss_bbox_aux: 0.736549 loss_giou_aux: 3.274471 loss_class_dn: 0.359305 loss_bbox_dn: 0.095692 loss_giou_dn: 0.402537 loss_class_aux_dn: 1.956623 loss_bbox_aux_dn: 0.601725 loss_giou_aux_dn: 2.278557 loss: 15.585944 eta: 43 days, 18:49:03 batch_cost: 1.0782 data_cost: 0.0014 ips: 7.4196 images/s
[08/09 07:01:08] ppdet.engine INFO: Epoch: [8] [25900/54024] learning_rate: 0.000100 loss_class: 0.727499 loss_bbox: 0.114362 loss_giou: 0.501258 loss_class_aux: 4.561060 loss_bbox_aux: 0.728265 loss_giou_aux: 3.138678 loss_class_dn: 0.374856 loss_bbox_dn: 0.110341 loss_giou_dn: 0.407439 loss_class_aux_dn: 2.028081 loss_bbox_aux_dn: 0.687100 loss_giou_aux_dn: 2.350537 loss: 16.338676 eta: 43 days, 18:48:56 batch_cost: 1.1429 data_cost: 0.0013 ips: 6.9998 images/s
[08/09 07:03:01] ppdet.engine INFO: Epoch: [8] [26000/54024] learning_rate: 0.000100 loss_class: 0.688591 loss_bbox: 0.114449 loss_giou: 0.470250 loss_class_aux: 4.272116 loss_bbox_aux: 0.745170 loss_giou_aux: 2.951286 loss_class_dn: 0.346089 loss_bbox_dn: 0.107758 loss_giou_dn: 0.359770 loss_class_aux_dn: 1.886007 loss_bbox_aux_dn: 0.654710 loss_giou_aux_dn: 2.047687 loss: 14.800258 eta: 43 days, 18:45:54 batch_cost: 1.0743 data_cost: 0.0014 ips: 7.4467 images/s
[08/09 07:05:00] ppdet.engine INFO: Epoch: [8] [26100/54024] learning_rate: 0.000100 loss_class: 0.717130 loss_bbox: 0.108264 loss_giou: 0.466805 loss_class_aux: 4.505167 loss_bbox_aux: 0.700335 loss_giou_aux: 2.923517 loss_class_dn: 0.356695 loss_bbox_dn: 0.103683 loss_giou_dn: 0.383940 loss_class_aux_dn: 1.932405 loss_bbox_aux_dn: 0.645009 loss_giou_aux_dn: 2.199275 loss: 15.545584 eta: 43 days, 18:45:37 batch_cost: 1.1387 data_cost: 0.0014 ips: 7.0253 images/s
[08/09 07:06:54] ppdet.engine INFO: Epoch: [8] [26200/54024] learning_rate: 0.000100 loss_class: 0.728675 loss_bbox: 0.112022 loss_giou: 0.544395 loss_class_aux: 4.457397 loss_bbox_aux: 0.739220 loss_giou_aux: 3.384663 loss_class_dn: 0.356602 loss_bbox_dn: 0.099029 loss_giou_dn: 0.402618 loss_class_aux_dn: 1.923961 loss_bbox_aux_dn: 0.652451 loss_giou_aux_dn: 2.288850 loss: 15.974128 eta: 43 days, 18:42:53 batch_cost: 1.0813 data_cost: 0.0014 ips: 7.3987 images/s
[08/09 07:08:51] ppdet.engine INFO: Epoch: [8] [26300/54024] learning_rate: 0.000100 loss_class: 0.718685 loss_bbox: 0.102667 loss_giou: 0.545784 loss_class_aux: 4.378740 loss_bbox_aux: 0.689535 loss_giou_aux: 3.391501 loss_class_dn: 0.351705 loss_bbox_dn: 0.101929 loss_giou_dn: 0.403460 loss_class_aux_dn: 1.870126 loss_bbox_aux_dn: 0.633035 loss_giou_aux_dn: 2.296978 loss: 15.251048 eta: 43 days, 18:41:49 batch_cost: 1.1208 data_cost: 0.0114 ips: 7.1381 images/s
[08/09 07:10:43] ppdet.engine INFO: Epoch: [8] [26400/54024] learning_rate: 0.000100 loss_class: 0.731674 loss_bbox: 0.116100 loss_giou: 0.585626 loss_class_aux: 4.486435 loss_bbox_aux: 0.733713 loss_giou_aux: 3.675746 loss_class_dn: 0.383730 loss_bbox_dn: 0.104842 loss_giou_dn: 0.430706 loss_class_aux_dn: 2.073930 loss_bbox_aux_dn: 0.664322 loss_giou_aux_dn: 2.467738 loss: 16.617558 eta: 43 days, 18:38:19 batch_cost: 1.0630 data_cost: 0.0156 ips: 7.5255 images/s
[08/09 07:12:41] ppdet.engine INFO: Epoch: [8] [26500/54024] learning_rate: 0.000100 loss_class: 0.717593 loss_bbox: 0.114212 loss_giou: 0.502562 loss_class_aux: 4.363178 loss_bbox_aux: 0.727640 loss_giou_aux: 3.133369 loss_class_dn: 0.353302 loss_bbox_dn: 0.105053 loss_giou_dn: 0.377226 loss_class_aux_dn: 1.913022 loss_bbox_aux_dn: 0.629806 loss_giou_aux_dn: 2.160258 loss: 15.248414 eta: 43 days, 18:37:35 batch_cost: 1.1283 data_cost: 0.0014 ips: 7.0905 images/s
[08/09 07:14:32] ppdet.engine INFO: Epoch: [8] [26600/54024] learning_rate: 0.000100 loss_class: 0.696695 loss_bbox: 0.107081 loss_giou: 0.446847 loss_class_aux: 4.323325 loss_bbox_aux: 0.723813 loss_giou_aux: 2.790924 loss_class_dn: 0.349666 loss_bbox_dn: 0.109437 loss_giou_dn: 0.361149 loss_class_aux_dn: 1.885210 loss_bbox_aux_dn: 0.663480 loss_giou_aux_dn: 2.088022 loss: 14.656489 eta: 43 days, 18:33:41 batch_cost: 1.0538 data_cost: 0.0014 ips: 7.5912 images/s
[08/09 07:16:24] ppdet.engine INFO: Epoch: [8] [26700/54024] learning_rate: 0.000100 loss_class: 0.738606 loss_bbox: 0.113857 loss_giou: 0.569311 loss_class_aux: 4.580423 loss_bbox_aux: 0.715474 loss_giou_aux: 3.579524 loss_class_dn: 0.379009 loss_bbox_dn: 0.094268 loss_giou_dn: 0.418807 loss_class_aux_dn: 2.046363 loss_bbox_aux_dn: 0.585831 loss_giou_aux_dn: 2.388871 loss: 16.369020 eta: 43 days, 18:30:09 batch_cost: 1.0622 data_cost: 0.0014 ips: 7.5314 images/s
[08/09 07:18:23] ppdet.engine INFO: Epoch: [8] [26800/54024] learning_rate: 0.000100 loss_class: 0.718091 loss_bbox: 0.109851 loss_giou: 0.504234 loss_class_aux: 4.466717 loss_bbox_aux: 0.698734 loss_giou_aux: 3.118664 loss_class_dn: 0.358171 loss_bbox_dn: 0.100214 loss_giou_dn: 0.394107 loss_class_aux_dn: 1.910394 loss_bbox_aux_dn: 0.627970 loss_giou_aux_dn: 2.215400 loss: 15.578005 eta: 43 days, 18:30:04 batch_cost: 1.1440 data_cost: 0.0014 ips: 6.9930 images/s
[08/09 07:20:16] ppdet.engine INFO: Epoch: [8] [26900/54024] learning_rate: 0.000100 loss_class: 0.716509 loss_bbox: 0.117554 loss_giou: 0.553801 loss_class_aux: 4.375459 loss_bbox_aux: 0.755468 loss_giou_aux: 3.433517 loss_class_dn: 0.352470 loss_bbox_dn: 0.105198 loss_giou_dn: 0.403080 loss_class_aux_dn: 1.918425 loss_bbox_aux_dn: 0.643626 loss_giou_aux_dn: 2.346054 loss: 15.710082 eta: 43 days, 18:26:55 batch_cost: 1.0711 data_cost: 0.0014 ips: 7.4692 images/s
[08/09 07:22:21] ppdet.engine INFO: Epoch: [8] [27000/54024] learning_rate: 0.000100 loss_class: 0.722872 loss_bbox: 0.101845 loss_giou: 0.520354 loss_class_aux: 4.429787 loss_bbox_aux: 0.666981 loss_giou_aux: 3.264354 loss_class_dn: 0.350789 loss_bbox_dn: 0.095340 loss_giou_dn: 0.387162 loss_class_aux_dn: 1.881368 loss_bbox_aux_dn: 0.588987 loss_giou_aux_dn: 2.227585 loss: 15.549112 eta: 43 days, 18:28:55 batch_cost: 1.1929 data_cost: 0.0015 ips: 6.7062 images/s
[08/09 07:24:12] ppdet.engine INFO: Epoch: [8] [27100/54024] learning_rate: 0.000100 loss_class: 0.637431 loss_bbox: 0.099894 loss_giou: 0.469846 loss_class_aux: 4.031118 loss_bbox_aux: 0.656374 loss_giou_aux: 2.878128 loss_class_dn: 0.324626 loss_bbox_dn: 0.098247 loss_giou_dn: 0.358585 loss_class_aux_dn: 1.728923 loss_bbox_aux_dn: 0.591034 loss_giou_aux_dn: 2.056944 loss: 14.045839 eta: 43 days, 18:25:02 batch_cost: 1.0540 data_cost: 0.0049 ips: 7.5901 images/s
[08/09 07:26:12] ppdet.engine INFO: Epoch: [8] [27200/54024] learning_rate: 0.000100 loss_class: 0.690717 loss_bbox: 0.109031 loss_giou: 0.464247 loss_class_aux: 4.276689 loss_bbox_aux: 0.696640 loss_giou_aux: 2.925812 loss_class_dn: 0.342262 loss_bbox_dn: 0.102266 loss_giou_dn: 0.381841 loss_class_aux_dn: 1.874062 loss_bbox_aux_dn: 0.646582 loss_giou_aux_dn: 2.141706 loss: 15.016473 eta: 43 days, 18:25:09 batch_cost: 1.1486 data_cost: 0.0013 ips: 6.9652 images/s
[08/09 07:28:07] ppdet.engine INFO: Epoch: [8] [27300/54024] learning_rate: 0.000100 loss_class: 0.706039 loss_bbox: 0.107989 loss_giou: 0.478945 loss_class_aux: 4.395935 loss_bbox_aux: 0.703491 loss_giou_aux: 2.970568 loss_class_dn: 0.351593 loss_bbox_dn: 0.100723 loss_giou_dn: 0.371846 loss_class_aux_dn: 1.881934 loss_bbox_aux_dn: 0.637960 loss_giou_aux_dn: 2.135786 loss: 15.202500 eta: 43 days, 18:23:13 batch_cost: 1.1003 data_cost: 0.0013 ips: 7.2705 images/s
[08/09 07:30:09] ppdet.engine INFO: Epoch: [8] [27400/54024] learning_rate: 0.000100 loss_class: 0.704291 loss_bbox: 0.103751 loss_giou: 0.532641 loss_class_aux: 4.298045 loss_bbox_aux: 0.663747 loss_giou_aux: 3.345858 loss_class_dn: 0.361066 loss_bbox_dn: 0.098413 loss_giou_dn: 0.404804 loss_class_aux_dn: 1.956104 loss_bbox_aux_dn: 0.615638 loss_giou_aux_dn: 2.301878 loss: 15.856380 eta: 43 days, 18:23:42 batch_cost: 1.1572 data_cost: 0.0014 ips: 6.9130 images/s
[08/09 07:32:02] ppdet.engine INFO: Epoch: [8] [27500/54024] learning_rate: 0.000100 loss_class: 0.665102 loss_bbox: 0.106105 loss_giou: 0.470024 loss_class_aux: 4.111615 loss_bbox_aux: 0.694284 loss_giou_aux: 2.912210 loss_class_dn: 0.336232 loss_bbox_dn: 0.099232 loss_giou_dn: 0.357767 loss_class_aux_dn: 1.824551 loss_bbox_aux_dn: 0.609122 loss_giou_aux_dn: 2.027471 loss: 14.552630 eta: 43 days, 18:20:58 batch_cost: 1.0811 data_cost: 0.0261 ips: 7.4001 images/s
[08/09 07:33:57] ppdet.engine INFO: Epoch: [8] [27600/54024] learning_rate: 0.000100 loss_class: 0.701396 loss_bbox: 0.108951 loss_giou: 0.521724 loss_class_aux: 4.392805 loss_bbox_aux: 0.700116 loss_giou_aux: 3.241899 loss_class_dn: 0.344464 loss_bbox_dn: 0.099752 loss_giou_dn: 0.388996 loss_class_aux_dn: 1.851524 loss_bbox_aux_dn: 0.619668 loss_giou_aux_dn: 2.206945 loss: 15.400577 eta: 43 days, 18:18:31 batch_cost: 1.0880 data_cost: 0.0049 ips: 7.3532 images/s
[08/09 07:35:49] ppdet.engine INFO: Epoch: [8] [27700/54024] learning_rate: 0.000100 loss_class: 0.689371 loss_bbox: 0.107225 loss_giou: 0.531400 loss_class_aux: 4.177483 loss_bbox_aux: 0.686923 loss_giou_aux: 3.381914 loss_class_dn: 0.358807 loss_bbox_dn: 0.093867 loss_giou_dn: 0.403755 loss_class_aux_dn: 1.917051 loss_bbox_aux_dn: 0.572095 loss_giou_aux_dn: 2.349800 loss: 16.065316 eta: 43 days, 18:15:18 batch_cost: 1.0698 data_cost: 0.0014 ips: 7.4781 images/s
[08/09 07:37:48] ppdet.engine INFO: Epoch: [8] [27800/54024] learning_rate: 0.000100 loss_class: 0.668111 loss_bbox: 0.108568 loss_giou: 0.485621 loss_class_aux: 4.131240 loss_bbox_aux: 0.710572 loss_giou_aux: 3.052783 loss_class_dn: 0.330595 loss_bbox_dn: 0.098095 loss_giou_dn: 0.362568 loss_class_aux_dn: 1.791403 loss_bbox_aux_dn: 0.614270 loss_giou_aux_dn: 2.081473 loss: 14.734336 eta: 43 days, 18:15:05 batch_cost: 1.1405 data_cost: 0.0013 ips: 7.0144 images/s
[08/09 07:39:43] ppdet.engine INFO: Epoch: [8] [27900/54024] learning_rate: 0.000100 loss_class: 0.676528 loss_bbox: 0.107817 loss_giou: 0.472250 loss_class_aux: 4.260966 loss_bbox_aux: 0.689558 loss_giou_aux: 2.950659 loss_class_dn: 0.347326 loss_bbox_dn: 0.103960 loss_giou_dn: 0.359097 loss_class_aux_dn: 1.850815 loss_bbox_aux_dn: 0.667287 loss_giou_aux_dn: 2.045140 loss: 14.640608 eta: 43 days, 18:12:58 batch_cost: 1.0960 data_cost: 0.0014 ips: 7.2996 images/s
[08/09 07:41:35] ppdet.engine INFO: Epoch: [8] [28000/54024] learning_rate: 0.000100 loss_class: 0.700332 loss_bbox: 0.110948 loss_giou: 0.530201 loss_class_aux: 4.344745 loss_bbox_aux: 0.732134 loss_giou_aux: 3.304262 loss_class_dn: 0.358400 loss_bbox_dn: 0.098150 loss_giou_dn: 0.394495 loss_class_aux_dn: 1.963381 loss_bbox_aux_dn: 0.607554 loss_giou_aux_dn: 2.286061 loss: 16.007910 eta: 43 days, 18:09:33 batch_cost: 1.0649 data_cost: 0.0013 ips: 7.5122 images/s
[08/09 07:43:35] ppdet.engine INFO: Epoch: [8] [28100/54024] learning_rate: 0.000100 loss_class: 0.668202 loss_bbox: 0.108632 loss_giou: 0.446882 loss_class_aux: 4.171656 loss_bbox_aux: 0.700595 loss_giou_aux: 2.820477 loss_class_dn: 0.339391 loss_bbox_dn: 0.097034 loss_giou_dn: 0.347557 loss_class_aux_dn: 1.850767 loss_bbox_aux_dn: 0.587571 loss_giou_aux_dn: 1.981093 loss: 14.232419 eta: 43 days, 18:09:35 batch_cost: 1.1468 data_cost: 0.0013 ips: 6.9761 images/s
[08/09 07:45:26] ppdet.engine INFO: Epoch: [8] [28200/54024] learning_rate: 0.000100 loss_class: 0.723599 loss_bbox: 0.110571 loss_giou: 0.528033 loss_class_aux: 4.447752 loss_bbox_aux: 0.738313 loss_giou_aux: 3.273631 loss_class_dn: 0.375184 loss_bbox_dn: 0.103076 loss_giou_dn: 0.417570 loss_class_aux_dn: 2.016750 loss_bbox_aux_dn: 0.644433 loss_giou_aux_dn: 2.379035 loss: 16.240415 eta: 43 days, 18:06:06 batch_cost: 1.0630 data_cost: 0.0014 ips: 7.5260 images/s
[08/09 07:47:24] ppdet.engine INFO: Epoch: [8] [28300/54024] learning_rate: 0.000100 loss_class: 0.705930 loss_bbox: 0.112129 loss_giou: 0.518072 loss_class_aux: 4.414876 loss_bbox_aux: 0.724377 loss_giou_aux: 3.239453 loss_class_dn: 0.352916 loss_bbox_dn: 0.100624 loss_giou_dn: 0.393535 loss_class_aux_dn: 1.908836 loss_bbox_aux_dn: 0.607375 loss_giou_aux_dn: 2.236058 loss: 15.536836 eta: 43 days, 18:05:08 batch_cost: 1.1232 data_cost: 0.0014 ips: 7.1225 images/s
[08/09 07:49:15] ppdet.engine INFO: Epoch: [8] [28400/54024] learning_rate: 0.000100 loss_class: 0.683172 loss_bbox: 0.101849 loss_giou: 0.481555 loss_class_aux: 4.210609 loss_bbox_aux: 0.667129 loss_giou_aux: 3.017324 loss_class_dn: 0.341760 loss_bbox_dn: 0.101552 loss_giou_dn: 0.381549 loss_class_aux_dn: 1.867432 loss_bbox_aux_dn: 0.626226 loss_giou_aux_dn: 2.150167 loss: 14.605911 eta: 43 days, 18:01:37 batch_cost: 1.0625 data_cost: 0.0014 ips: 7.5293 images/s
[08/09 07:51:10] ppdet.engine INFO: Epoch: [8] [28500/54024] learning_rate: 0.000100 loss_class: 0.665370 loss_bbox: 0.110555 loss_giou: 0.480739 loss_class_aux: 4.170814 loss_bbox_aux: 0.702581 loss_giou_aux: 2.948233 loss_class_dn: 0.343568 loss_bbox_dn: 0.093566 loss_giou_dn: 0.359828 loss_class_aux_dn: 1.847737 loss_bbox_aux_dn: 0.585951 loss_giou_aux_dn: 2.075022 loss: 14.246240 eta: 43 days, 17:59:27 batch_cost: 1.0941 data_cost: 0.0015 ips: 7.3117 images/s
[08/09 07:53:02] ppdet.engine INFO: Epoch: [8] [28600/54024] learning_rate: 0.000100 loss_class: 0.710329 loss_bbox: 0.103085 loss_giou: 0.476615 loss_class_aux: 4.406580 loss_bbox_aux: 0.676373 loss_giou_aux: 2.910138 loss_class_dn: 0.334462 loss_bbox_dn: 0.104186 loss_giou_dn: 0.374963 loss_class_aux_dn: 1.812354 loss_bbox_aux_dn: 0.647929 loss_giou_aux_dn: 2.182252 loss: 14.708673 eta: 43 days, 17:55:58 batch_cost: 1.0633 data_cost: 0.0014 ips: 7.5237 images/s
[08/09 07:54:55] ppdet.engine INFO: Epoch: [8] [28700/54024] learning_rate: 0.000100 loss_class: 0.675124 loss_bbox: 0.105756 loss_giou: 0.522768 loss_class_aux: 4.240970 loss_bbox_aux: 0.683174 loss_giou_aux: 3.320983 loss_class_dn: 0.347143 loss_bbox_dn: 0.102970 loss_giou_dn: 0.389253 loss_class_aux_dn: 1.864496 loss_bbox_aux_dn: 0.602576 loss_giou_aux_dn: 2.197418 loss: 15.118217 eta: 43 days, 17:53:05 batch_cost: 1.0772 data_cost: 0.0014 ips: 7.4268 images/s
[08/09 07:56:53] ppdet.engine INFO: Epoch: [8] [28800/54024] learning_rate: 0.000100 loss_class: 0.711922 loss_bbox: 0.111973 loss_giou: 0.490592 loss_class_aux: 4.407527 loss_bbox_aux: 0.737972 loss_giou_aux: 3.050360 loss_class_dn: 0.352936 loss_bbox_dn: 0.105680 loss_giou_dn: 0.382449 loss_class_aux_dn: 1.872409 loss_bbox_aux_dn: 0.645796 loss_giou_aux_dn: 2.169140 loss: 15.217597 eta: 43 days, 17:52:04 batch_cost: 1.1217 data_cost: 0.0019 ips: 7.1320 images/s
[08/09 07:58:49] ppdet.engine INFO: Epoch: [8] [28900/54024] learning_rate: 0.000100 loss_class: 0.707107 loss_bbox: 0.110178 loss_giou: 0.514334 loss_class_aux: 4.367856 loss_bbox_aux: 0.692296 loss_giou_aux: 3.196933 loss_class_dn: 0.355352 loss_bbox_dn: 0.097754 loss_giou_dn: 0.397132 loss_class_aux_dn: 1.922284 loss_bbox_aux_dn: 0.618998 loss_giou_aux_dn: 2.261097 loss: 15.203717 eta: 43 days, 17:50:30 batch_cost: 1.1090 data_cost: 0.0014 ips: 7.2139 images/s
[08/09 08:00:46] ppdet.engine INFO: Epoch: [8] [29000/54024] learning_rate: 0.000100 loss_class: 0.698886 loss_bbox: 0.117279 loss_giou: 0.516123 loss_class_aux: 4.329007 loss_bbox_aux: 0.771836 loss_giou_aux: 3.200086 loss_class_dn: 0.373362 loss_bbox_dn: 0.105522 loss_giou_dn: 0.381521 loss_class_aux_dn: 1.972494 loss_bbox_aux_dn: 0.670404 loss_giou_aux_dn: 2.194325 loss: 15.290258 eta: 43 days, 17:49:04 batch_cost: 1.1120 data_cost: 0.0015 ips: 7.1943 images/s
[08/09 08:02:44] ppdet.engine INFO: Epoch: [8] [29100/54024] learning_rate: 0.000100 loss_class: 0.661461 loss_bbox: 0.111752 loss_giou: 0.516255 loss_class_aux: 4.116437 loss_bbox_aux: 0.732214 loss_giou_aux: 3.201265 loss_class_dn: 0.354481 loss_bbox_dn: 0.097492 loss_giou_dn: 0.400289 loss_class_aux_dn: 1.886822 loss_bbox_aux_dn: 0.611645 loss_giou_aux_dn: 2.289125 loss: 15.293717 eta: 43 days, 17:48:03 batch_cost: 1.1221 data_cost: 0.0014 ips: 7.1296 images/s
[08/09 08:04:39] ppdet.engine INFO: Epoch: [8] [29200/54024] learning_rate: 0.000100 loss_class: 0.744119 loss_bbox: 0.112909 loss_giou: 0.498789 loss_class_aux: 4.474160 loss_bbox_aux: 0.739420 loss_giou_aux: 3.092561 loss_class_dn: 0.357492 loss_bbox_dn: 0.105098 loss_giou_dn: 0.380135 loss_class_aux_dn: 1.966844 loss_bbox_aux_dn: 0.643671 loss_giou_aux_dn: 2.192445 loss: 15.434479 eta: 43 days, 17:46:15 batch_cost: 1.1032 data_cost: 0.0015 ips: 7.2516 images/s
[08/09 08:06:33] ppdet.engine INFO: Epoch: [8] [29300/54024] learning_rate: 0.000100 loss_class: 0.719810 loss_bbox: 0.107384 loss_giou: 0.515607 loss_class_aux: 4.435006 loss_bbox_aux: 0.695430 loss_giou_aux: 3.199959 loss_class_dn: 0.358147 loss_bbox_dn: 0.106433 loss_giou_dn: 0.396408 loss_class_aux_dn: 1.953280 loss_bbox_aux_dn: 0.642924 loss_giou_aux_dn: 2.246513 loss: 15.679609 eta: 43 days, 17:43:31 batch_cost: 1.0810 data_cost: 0.0013 ips: 7.4009 images/s
[08/09 08:08:24] ppdet.engine INFO: Epoch: [8] [29400/54024] learning_rate: 0.000100 loss_class: 0.688916 loss_bbox: 0.123719 loss_giou: 0.478611 loss_class_aux: 4.278641 loss_bbox_aux: 0.802474 loss_giou_aux: 2.952909 loss_class_dn: 0.337944 loss_bbox_dn: 0.112761 loss_giou_dn: 0.375583 loss_class_aux_dn: 1.847014 loss_bbox_aux_dn: 0.707474 loss_giou_aux_dn: 2.111328 loss: 15.370137 eta: 43 days, 17:39:51 batch_cost: 1.0580 data_cost: 0.0013 ips: 7.5615 images/s
[08/09 08:10:16] ppdet.engine INFO: Epoch: [8] [29500/54024] learning_rate: 0.000100 loss_class: 0.715668 loss_bbox: 0.110573 loss_giou: 0.557470 loss_class_aux: 4.403718 loss_bbox_aux: 0.718459 loss_giou_aux: 3.486121 loss_class_dn: 0.357418 loss_bbox_dn: 0.097784 loss_giou_dn: 0.398485 loss_class_aux_dn: 1.953617 loss_bbox_aux_dn: 0.610224 loss_giou_aux_dn: 2.280371 loss: 15.772072 eta: 43 days, 17:36:29 batch_cost: 1.0658 data_cost: 0.0014 ips: 7.5063 images/s
[08/09 08:12:06] ppdet.engine INFO: Epoch: [8] [29600/54024] learning_rate: 0.000100 loss_class: 0.673247 loss_bbox: 0.112306 loss_giou: 0.481995 loss_class_aux: 4.267956 loss_bbox_aux: 0.726547 loss_giou_aux: 2.978163 loss_class_dn: 0.338504 loss_bbox_dn: 0.109628 loss_giou_dn: 0.361493 loss_class_aux_dn: 1.852728 loss_bbox_aux_dn: 0.696022 loss_giou_aux_dn: 2.103125 loss: 14.989735 eta: 43 days, 17:32:33 batch_cost: 1.0518 data_cost: 0.0014 ips: 7.6063 images/s
[08/09 08:14:03] ppdet.engine INFO: Epoch: [8] [29700/54024] learning_rate: 0.000100 loss_class: 0.679413 loss_bbox: 0.103278 loss_giou: 0.465062 loss_class_aux: 4.207398 loss_bbox_aux: 0.688689 loss_giou_aux: 2.922087 loss_class_dn: 0.317385 loss_bbox_dn: 0.097652 loss_giou_dn: 0.357557 loss_class_aux_dn: 1.711953 loss_bbox_aux_dn: 0.596707 loss_giou_aux_dn: 2.048759 loss: 14.270662 eta: 43 days, 17:31:13 batch_cost: 1.1141 data_cost: 0.0594 ips: 7.1805 images/s
[08/09 08:15:56] ppdet.engine INFO: Epoch: [8] [29800/54024] learning_rate: 0.000100 loss_class: 0.678516 loss_bbox: 0.101401 loss_giou: 0.448130 loss_class_aux: 4.173350 loss_bbox_aux: 0.664457 loss_giou_aux: 2.802411 loss_class_dn: 0.323282 loss_bbox_dn: 0.100742 loss_giou_dn: 0.336932 loss_class_aux_dn: 1.736769 loss_bbox_aux_dn: 0.613033 loss_giou_aux_dn: 1.949877 loss: 13.962887 eta: 43 days, 17:28:12 batch_cost: 1.0737 data_cost: 0.0013 ips: 7.4511 images/s
[08/09 08:17:46] ppdet.engine INFO: Epoch: [8] [29900/54024] learning_rate: 0.000100 loss_class: 0.678228 loss_bbox: 0.111194 loss_giou: 0.501747 loss_class_aux: 4.219741 loss_bbox_aux: 0.733824 loss_giou_aux: 3.155804 loss_class_dn: 0.339209 loss_bbox_dn: 0.099443 loss_giou_dn: 0.391936 loss_class_aux_dn: 1.849905 loss_bbox_aux_dn: 0.632618 loss_giou_aux_dn: 2.206997 loss: 15.038658 eta: 43 days, 17:24:00 batch_cost: 1.0454 data_cost: 0.0014 ips: 7.6526 images/s
[08/09 08:19:49] ppdet.engine INFO: Epoch: [8] [30000/54024] learning_rate: 0.000100 loss_class: 0.722702 loss_bbox: 0.105304 loss_giou: 0.509012 loss_class_aux: 4.466537 loss_bbox_aux: 0.701927 loss_giou_aux: 3.215651 loss_class_dn: 0.358786 loss_bbox_dn: 0.105372 loss_giou_dn: 0.377480 loss_class_aux_dn: 1.949445 loss_bbox_aux_dn: 0.648004 loss_giou_aux_dn: 2.181008 loss: 15.239755 eta: 43 days, 17:25:33 batch_cost: 1.1841 data_cost: 0.0943 ips: 6.7561 images/s
[08/09 08:21:38] ppdet.engine INFO: Epoch: [8] [30100/54024] learning_rate: 0.000100 loss_class: 0.663333 loss_bbox: 0.110414 loss_giou: 0.525659 loss_class_aux: 4.114389 loss_bbox_aux: 0.715308 loss_giou_aux: 3.234270 loss_class_dn: 0.350567 loss_bbox_dn: 0.097005 loss_giou_dn: 0.394649 loss_class_aux_dn: 1.886117 loss_bbox_aux_dn: 0.616574 loss_giou_aux_dn: 2.262417 loss: 15.244443 eta: 43 days, 17:21:10 batch_cost: 1.0404 data_cost: 0.0013 ips: 7.6892 images/s
[08/09 08:23:41] ppdet.engine INFO: Epoch: [8] [30200/54024] learning_rate: 0.000100 loss_class: 0.694906 loss_bbox: 0.113600 loss_giou: 0.467380 loss_class_aux: 4.342822 loss_bbox_aux: 0.722338 loss_giou_aux: 2.922032 loss_class_dn: 0.341375 loss_bbox_dn: 0.107520 loss_giou_dn: 0.373652 loss_class_aux_dn: 1.849418 loss_bbox_aux_dn: 0.643935 loss_giou_aux_dn: 2.105968 loss: 14.902885 eta: 43 days, 17:22:07 batch_cost: 1.1697 data_cost: 0.0014 ips: 6.8392 images/s
[08/09 08:25:36] ppdet.engine INFO: Epoch: [8] [30300/54024] learning_rate: 0.000100 loss_class: 0.711734 loss_bbox: 0.107943 loss_giou: 0.498147 loss_class_aux: 4.381196 loss_bbox_aux: 0.725699 loss_giou_aux: 3.126807 loss_class_dn: 0.349581 loss_bbox_dn: 0.104772 loss_giou_dn: 0.382584 loss_class_aux_dn: 1.913067 loss_bbox_aux_dn: 0.641433 loss_giou_aux_dn: 2.183123 loss: 15.245770 eta: 43 days, 17:20:07 batch_cost: 1.0982 data_cost: 0.0013 ips: 7.2849 images/s
[08/09 08:27:28] ppdet.engine INFO: Epoch: [8] [30400/54024] learning_rate: 0.000100 loss_class: 0.667828 loss_bbox: 0.105664 loss_giou: 0.514325 loss_class_aux: 4.160444 loss_bbox_aux: 0.689273 loss_giou_aux: 3.169446 loss_class_dn: 0.352422 loss_bbox_dn: 0.101277 loss_giou_dn: 0.386146 loss_class_aux_dn: 1.878597 loss_bbox_aux_dn: 0.582227 loss_giou_aux_dn: 2.197782 loss: 15.207077 eta: 43 days, 17:17:01 batch_cost: 1.0718 data_cost: 0.0014 ips: 7.4642 images/s
[08/09 08:29:19] ppdet.engine INFO: Epoch: [8] [30500/54024] learning_rate: 0.000100 loss_class: 0.701071 loss_bbox: 0.111358 loss_giou: 0.501331 loss_class_aux: 4.346870 loss_bbox_aux: 0.717396 loss_giou_aux: 3.124211 loss_class_dn: 0.349462 loss_bbox_dn: 0.101834 loss_giou_dn: 0.390577 loss_class_aux_dn: 1.863034 loss_bbox_aux_dn: 0.625226 loss_giou_aux_dn: 2.224005 loss: 15.409356 eta: 43 days, 17:13:06 batch_cost: 1.0518 data_cost: 0.0014 ips: 7.6060 images/s
[08/09 08:31:17] ppdet.engine INFO: Epoch: [8] [30600/54024] learning_rate: 0.000100 loss_class: 0.744119 loss_bbox: 0.114285 loss_giou: 0.530070 loss_class_aux: 4.597384 loss_bbox_aux: 0.757619 loss_giou_aux: 3.371838 loss_class_dn: 0.370745 loss_bbox_dn: 0.109024 loss_giou_dn: 0.402896 loss_class_aux_dn: 1.963750 loss_bbox_aux_dn: 0.650320 loss_giou_aux_dn: 2.307794 loss: 16.140050 eta: 43 days, 17:12:27 batch_cost: 1.1311 data_cost: 0.0014 ips: 7.0728 images/s
[08/09 08:33:11] ppdet.engine INFO: Epoch: [8] [30700/54024] learning_rate: 0.000100 loss_class: 0.721018 loss_bbox: 0.109000 loss_giou: 0.500692 loss_class_aux: 4.436343 loss_bbox_aux: 0.713795 loss_giou_aux: 3.119668 loss_class_dn: 0.342422 loss_bbox_dn: 0.098998 loss_giou_dn: 0.387834 loss_class_aux_dn: 1.855568 loss_bbox_aux_dn: 0.629502 loss_giou_aux_dn: 2.172047 loss: 15.274847 eta: 43 days, 17:10:03 batch_cost: 1.0882 data_cost: 0.0022 ips: 7.3515 images/s
[08/09 08:35:19] ppdet.engine INFO: Epoch: [8] [30800/54024] learning_rate: 0.000100 loss_class: 0.691986 loss_bbox: 0.107295 loss_giou: 0.463086 loss_class_aux: 4.291762 loss_bbox_aux: 0.716332 loss_giou_aux: 2.844780 loss_class_dn: 0.330848 loss_bbox_dn: 0.097401 loss_giou_dn: 0.347662 loss_class_aux_dn: 1.798738 loss_bbox_aux_dn: 0.604269 loss_giou_aux_dn: 1.993404 loss: 14.226479 eta: 43 days, 17:13:12 batch_cost: 1.2235 data_cost: 0.0504 ips: 6.5384 images/s
[08/09 08:37:19] ppdet.engine INFO: Epoch: [8] [30900/54024] learning_rate: 0.000100 loss_class: 0.688628 loss_bbox: 0.102160 loss_giou: 0.485826 loss_class_aux: 4.240556 loss_bbox_aux: 0.661394 loss_giou_aux: 2.960243 loss_class_dn: 0.333048 loss_bbox_dn: 0.093818 loss_giou_dn: 0.361960 loss_class_aux_dn: 1.804682 loss_bbox_aux_dn: 0.590128 loss_giou_aux_dn: 2.057876 loss: 14.480384 eta: 43 days, 17:13:03 batch_cost: 1.1435 data_cost: 0.0014 ips: 6.9963 images/s
[08/09 08:39:13] ppdet.engine INFO: Epoch: [8] [31000/54024] learning_rate: 0.000100 loss_class: 0.694304 loss_bbox: 0.116044 loss_giou: 0.521003 loss_class_aux: 4.335006 loss_bbox_aux: 0.732133 loss_giou_aux: 3.231802 loss_class_dn: 0.351717 loss_bbox_dn: 0.105518 loss_giou_dn: 0.384928 loss_class_aux_dn: 1.885923 loss_bbox_aux_dn: 0.640512 loss_giou_aux_dn: 2.181711 loss: 14.880960 eta: 43 days, 17:10:46 batch_cost: 1.0912 data_cost: 0.0014 ips: 7.3313 images/s
[08/09 08:41:05] ppdet.engine INFO: Epoch: [8] [31100/54024] learning_rate: 0.000100 loss_class: 0.685351 loss_bbox: 0.107466 loss_giou: 0.511065 loss_class_aux: 4.330267 loss_bbox_aux: 0.693248 loss_giou_aux: 3.157604 loss_class_dn: 0.337969 loss_bbox_dn: 0.101589 loss_giou_dn: 0.371667 loss_class_aux_dn: 1.840942 loss_bbox_aux_dn: 0.627077 loss_giou_aux_dn: 2.138889 loss: 14.775341 eta: 43 days, 17:07:24 batch_cost: 1.0652 data_cost: 0.0014 ips: 7.5103 images/s
[08/09 08:43:04] ppdet.engine INFO: Epoch: [8] [31200/54024] learning_rate: 0.000100 loss_class: 0.702400 loss_bbox: 0.109399 loss_giou: 0.536768 loss_class_aux: 4.447433 loss_bbox_aux: 0.730707 loss_giou_aux: 3.379860 loss_class_dn: 0.361560 loss_bbox_dn: 0.098199 loss_giou_dn: 0.404719 loss_class_aux_dn: 1.963630 loss_bbox_aux_dn: 0.598605 loss_giou_aux_dn: 2.319475 loss: 16.037854 eta: 43 days, 17:06:58 batch_cost: 1.1364 data_cost: 0.0015 ips: 7.0395 images/s
[08/09 08:45:06] ppdet.engine INFO: Epoch: [8] [31300/54024] learning_rate: 0.000100 loss_class: 0.684187 loss_bbox: 0.111477 loss_giou: 0.462871 loss_class_aux: 4.217074 loss_bbox_aux: 0.749289 loss_giou_aux: 2.875277 loss_class_dn: 0.343230 loss_bbox_dn: 0.097785 loss_giou_dn: 0.358874 loss_class_aux_dn: 1.860836 loss_bbox_aux_dn: 0.615113 loss_giou_aux_dn: 2.060034 loss: 14.867853 eta: 43 days, 17:07:45 batch_cost: 1.1662 data_cost: 0.0019 ips: 6.8598 images/s
[08/09 08:47:02] ppdet.engine INFO: Epoch: [8] [31400/54024] learning_rate: 0.000100 loss_class: 0.655086 loss_bbox: 0.104121 loss_giou: 0.493712 loss_class_aux: 4.090164 loss_bbox_aux: 0.669079 loss_giou_aux: 3.043985 loss_class_dn: 0.342715 loss_bbox_dn: 0.099136 loss_giou_dn: 0.383370 loss_class_aux_dn: 1.869902 loss_bbox_aux_dn: 0.608394 loss_giou_aux_dn: 2.214778 loss: 14.904800 eta: 43 days, 17:05:58 batch_cost: 1.1036 data_cost: 0.0014 ips: 7.2489 images/s
[08/09 08:48:55] ppdet.engine INFO: Epoch: [8] [31500/54024] learning_rate: 0.000100 loss_class: 0.707848 loss_bbox: 0.110118 loss_giou: 0.501932 loss_class_aux: 4.397583 loss_bbox_aux: 0.713343 loss_giou_aux: 3.141859 loss_class_dn: 0.347050 loss_bbox_dn: 0.106160 loss_giou_dn: 0.392386 loss_class_aux_dn: 1.851350 loss_bbox_aux_dn: 0.657304 loss_giou_aux_dn: 2.241378 loss: 15.422039 eta: 43 days, 17:03:00 batch_cost: 1.0749 data_cost: 0.0087 ips: 7.4425 images/s
[08/09 08:51:01] ppdet.engine INFO: Epoch: [8] [31600/54024] learning_rate: 0.000100 loss_class: 0.681606 loss_bbox: 0.104599 loss_giou: 0.480417 loss_class_aux: 4.261752 loss_bbox_aux: 0.674346 loss_giou_aux: 3.007957 loss_class_dn: 0.337933 loss_bbox_dn: 0.099357 loss_giou_dn: 0.357493 loss_class_aux_dn: 1.823753 loss_bbox_aux_dn: 0.625429 loss_giou_aux_dn: 2.089158 loss: 14.896339 eta: 43 days, 17:05:27 batch_cost: 1.2071 data_cost: 0.0014 ips: 6.6275 images/s
[08/09 08:52:53] ppdet.engine INFO: Epoch: [8] [31700/54024] learning_rate: 0.000100 loss_class: 0.697625 loss_bbox: 0.109055 loss_giou: 0.486093 loss_class_aux: 4.407226 loss_bbox_aux: 0.708898 loss_giou_aux: 3.031054 loss_class_dn: 0.348403 loss_bbox_dn: 0.102017 loss_giou_dn: 0.377412 loss_class_aux_dn: 1.886070 loss_bbox_aux_dn: 0.630050 loss_giou_aux_dn: 2.148185 loss: 14.841477 eta: 43 days, 17:02:11 batch_cost: 1.0671 data_cost: 0.0014 ips: 7.4966 images/s
[08/09 08:54:49] ppdet.engine INFO: Epoch: [8] [31800/54024] learning_rate: 0.000100 loss_class: 0.683522 loss_bbox: 0.103754 loss_giou: 0.494532 loss_class_aux: 4.171021 loss_bbox_aux: 0.665416 loss_giou_aux: 3.091968 loss_class_dn: 0.346289 loss_bbox_dn: 0.090111 loss_giou_dn: 0.371148 loss_class_aux_dn: 1.883604 loss_bbox_aux_dn: 0.568914 loss_giou_aux_dn: 2.120152 loss: 14.562194 eta: 43 days, 17:00:23 batch_cost: 1.1036 data_cost: 0.0259 ips: 7.2492 images/s
[08/09 08:56:43] ppdet.engine INFO: Epoch: [8] [31900/54024] learning_rate: 0.000100 loss_class: 0.710340 loss_bbox: 0.114179 loss_giou: 0.495387 loss_class_aux: 4.383374 loss_bbox_aux: 0.757209 loss_giou_aux: 3.095831 loss_class_dn: 0.342201 loss_bbox_dn: 0.106556 loss_giou_dn: 0.372779 loss_class_aux_dn: 1.820711 loss_bbox_aux_dn: 0.651703 loss_giou_aux_dn: 2.158201 loss: 14.904302 eta: 43 days, 16:58:13 batch_cost: 1.0941 data_cost: 0.0014 ips: 7.3119 images/s
[08/09 08:58:40] ppdet.engine INFO: Epoch: [8] [32000/54024] learning_rate: 0.000100 loss_class: 0.661377 loss_bbox: 0.107715 loss_giou: 0.482663 loss_class_aux: 4.165017 loss_bbox_aux: 0.700197 loss_giou_aux: 3.014459 loss_class_dn: 0.336230 loss_bbox_dn: 0.102990 loss_giou_dn: 0.371884 loss_class_aux_dn: 1.826182 loss_bbox_aux_dn: 0.637193 loss_giou_aux_dn: 2.118225 loss: 14.769063 eta: 43 days, 16:56:56 batch_cost: 1.1162 data_cost: 0.0265 ips: 7.1675 images/s
[08/09 09:00:35] ppdet.engine INFO: Epoch: [8] [32100/54024] learning_rate: 0.000100 loss_class: 0.662066 loss_bbox: 0.099547 loss_giou: 0.490566 loss_class_aux: 4.085864 loss_bbox_aux: 0.653132 loss_giou_aux: 3.058264 loss_class_dn: 0.337013 loss_bbox_dn: 0.093550 loss_giou_dn: 0.372862 loss_class_aux_dn: 1.820664 loss_bbox_aux_dn: 0.590306 loss_giou_aux_dn: 2.157394 loss: 14.892844 eta: 43 days, 16:54:24 batch_cost: 1.0852 data_cost: 0.0035 ips: 7.3722 images/s
[08/09 09:02:28] ppdet.engine INFO: Epoch: [8] [32200/54024] learning_rate: 0.000100 loss_class: 0.689965 loss_bbox: 0.100821 loss_giou: 0.451897 loss_class_aux: 4.182798 loss_bbox_aux: 0.645675 loss_giou_aux: 2.869851 loss_class_dn: 0.332644 loss_bbox_dn: 0.099185 loss_giou_dn: 0.352250 loss_class_aux_dn: 1.825469 loss_bbox_aux_dn: 0.587335 loss_giou_aux_dn: 2.046260 loss: 14.533460 eta: 43 days, 16:51:41 batch_cost: 1.0809 data_cost: 0.0208 ips: 7.4009 images/s
[08/09 09:04:19] ppdet.engine INFO: Epoch: [8] [32300/54024] learning_rate: 0.000100 loss_class: 0.713112 loss_bbox: 0.119418 loss_giou: 0.520208 loss_class_aux: 4.469698 loss_bbox_aux: 0.801397 loss_giou_aux: 3.277956 loss_class_dn: 0.366094 loss_bbox_dn: 0.113612 loss_giou_dn: 0.408526 loss_class_aux_dn: 1.973798 loss_bbox_aux_dn: 0.691162 loss_giou_aux_dn: 2.330055 loss: 16.098988 eta: 43 days, 16:47:41 batch_cost: 1.0490 data_cost: 0.0014 ips: 7.6263 images/s
[08/09 09:06:16] ppdet.engine INFO: Epoch: [8] [32400/54024] learning_rate: 0.000100 loss_class: 0.713371 loss_bbox: 0.106351 loss_giou: 0.512299 loss_class_aux: 4.460734 loss_bbox_aux: 0.702688 loss_giou_aux: 3.152953 loss_class_dn: 0.353020 loss_bbox_dn: 0.101212 loss_giou_dn: 0.394313 loss_class_aux_dn: 1.868459 loss_bbox_aux_dn: 0.627003 loss_giou_aux_dn: 2.250116 loss: 15.379383 eta: 43 days, 16:46:38 batch_cost: 1.1215 data_cost: 0.0014 ips: 7.1333 images/s
[08/09 09:08:08] ppdet.engine INFO: Epoch: [8] [32500/54024] learning_rate: 0.000100 loss_class: 0.708118 loss_bbox: 0.107987 loss_giou: 0.504195 loss_class_aux: 4.355535 loss_bbox_aux: 0.693805 loss_giou_aux: 3.143643 loss_class_dn: 0.346992 loss_bbox_dn: 0.094339 loss_giou_dn: 0.381331 loss_class_aux_dn: 1.858659 loss_bbox_aux_dn: 0.574815 loss_giou_aux_dn: 2.147074 loss: 15.245387 eta: 43 days, 16:43:23 batch_cost: 1.0675 data_cost: 0.0053 ips: 7.4939 images/s
[08/09 09:10:04] ppdet.engine INFO: Epoch: [8] [32600/54024] learning_rate: 0.000100 loss_class: 0.690348 loss_bbox: 0.116195 loss_giou: 0.459267 loss_class_aux: 4.274729 loss_bbox_aux: 0.733527 loss_giou_aux: 2.869869 loss_class_dn: 0.342518 loss_bbox_dn: 0.101190 loss_giou_dn: 0.360987 loss_class_aux_dn: 1.843653 loss_bbox_aux_dn: 0.627587 loss_giou_aux_dn: 2.056675 loss: 14.944420 eta: 43 days, 16:41:29 batch_cost: 1.1009 data_cost: 0.0014 ips: 7.2671 images/s
[08/09 09:12:14] ppdet.engine INFO: Epoch: [8] [32700/54024] learning_rate: 0.000100 loss_class: 0.699409 loss_bbox: 0.103452 loss_giou: 0.473784 loss_class_aux: 4.259626 loss_bbox_aux: 0.670886 loss_giou_aux: 2.982647 loss_class_dn: 0.337600 loss_bbox_dn: 0.091858 loss_giou_dn: 0.357145 loss_class_aux_dn: 1.838554 loss_bbox_aux_dn: 0.558744 loss_giou_aux_dn: 2.048771 loss: 14.703456 eta: 43 days, 16:45:28 batch_cost: 1.2457 data_cost: 0.0014 ips: 6.4221 images/s
[08/09 09:14:08] ppdet.engine INFO: Epoch: [8] [32800/54024] learning_rate: 0.000100 loss_class: 0.692150 loss_bbox: 0.108439 loss_giou: 0.538154 loss_class_aux: 4.275946 loss_bbox_aux: 0.699311 loss_giou_aux: 3.336616 loss_class_dn: 0.359616 loss_bbox_dn: 0.105396 loss_giou_dn: 0.401829 loss_class_aux_dn: 1.927037 loss_bbox_aux_dn: 0.637603 loss_giou_aux_dn: 2.283232 loss: 15.897659 eta: 43 days, 16:43:03 batch_cost: 1.0884 data_cost: 0.0014 ips: 7.3504 images/s
[08/09 09:16:03] ppdet.engine INFO: Epoch: [8] [32900/54024] learning_rate: 0.000100 loss_class: 0.706017 loss_bbox: 0.112798 loss_giou: 0.539368 loss_class_aux: 4.459768 loss_bbox_aux: 0.752263 loss_giou_aux: 3.340709 loss_class_dn: 0.359273 loss_bbox_dn: 0.108022 loss_giou_dn: 0.390342 loss_class_aux_dn: 1.966749 loss_bbox_aux_dn: 0.663990 loss_giou_aux_dn: 2.223886 loss: 15.526307 eta: 43 days, 16:41:01 batch_cost: 1.0973 data_cost: 0.0134 ips: 7.2907 images/s
[08/09 09:18:00] ppdet.engine INFO: Epoch: [8] [33000/54024] learning_rate: 0.000100 loss_class: 0.690286 loss_bbox: 0.104586 loss_giou: 0.475661 loss_class_aux: 4.318003 loss_bbox_aux: 0.686394 loss_giou_aux: 2.954994 loss_class_dn: 0.337692 loss_bbox_dn: 0.097587 loss_giou_dn: 0.361098 loss_class_aux_dn: 1.816701 loss_bbox_aux_dn: 0.616443 loss_giou_aux_dn: 2.070536 loss: 14.570450 eta: 43 days, 16:39:35 batch_cost: 1.1127 data_cost: 0.0014 ips: 7.1900 images/s
[08/09 09:19:52] ppdet.engine INFO: Epoch: [8] [33100/54024] learning_rate: 0.000100 loss_class: 0.686358 loss_bbox: 0.108795 loss_giou: 0.468858 loss_class_aux: 4.296465 loss_bbox_aux: 0.720547 loss_giou_aux: 2.933147 loss_class_dn: 0.344941 loss_bbox_dn: 0.104423 loss_giou_dn: 0.365097 loss_class_aux_dn: 1.886889 loss_bbox_aux_dn: 0.655267 loss_giou_aux_dn: 2.065437 loss: 14.665538 eta: 43 days, 16:36:07 batch_cost: 1.0619 data_cost: 0.0014 ips: 7.5334 images/s
[08/09 09:21:59] ppdet.engine INFO: Epoch: [8] [33200/54024] learning_rate: 0.000100 loss_class: 0.699078 loss_bbox: 0.106317 loss_giou: 0.472067 loss_class_aux: 4.308776 loss_bbox_aux: 0.723853 loss_giou_aux: 2.926469 loss_class_dn: 0.346978 loss_bbox_dn: 0.100459 loss_giou_dn: 0.356963 loss_class_aux_dn: 1.870960 loss_bbox_aux_dn: 0.622485 loss_giou_aux_dn: 2.081308 loss: 14.942704 eta: 43 days, 16:39:09 batch_cost: 1.2228 data_cost: 0.0014 ips: 6.5426 images/s
[08/09 09:23:50] ppdet.engine INFO: Epoch: [8] [33300/54024] learning_rate: 0.000100 loss_class: 0.695510 loss_bbox: 0.110403 loss_giou: 0.484234 loss_class_aux: 4.337969 loss_bbox_aux: 0.725644 loss_giou_aux: 3.028756 loss_class_dn: 0.354387 loss_bbox_dn: 0.101770 loss_giou_dn: 0.378825 loss_class_aux_dn: 1.879896 loss_bbox_aux_dn: 0.618855 loss_giou_aux_dn: 2.167278 loss: 15.316256 eta: 43 days, 16:35:11 batch_cost: 1.0500 data_cost: 0.0014 ips: 7.6192 images/s
[08/09 09:25:45] ppdet.engine INFO: Epoch: [8] [33400/54024] learning_rate: 0.000100 loss_class: 0.723581 loss_bbox: 0.115364 loss_giou: 0.493278 loss_class_aux: 4.529029 loss_bbox_aux: 0.755274 loss_giou_aux: 3.015715 loss_class_dn: 0.355087 loss_bbox_dn: 0.106132 loss_giou_dn: 0.380180 loss_class_aux_dn: 1.956796 loss_bbox_aux_dn: 0.664398 loss_giou_aux_dn: 2.179099 loss: 15.556234 eta: 43 days, 16:33:12 batch_cost: 1.0987 data_cost: 0.0014 ips: 7.2815 images/s
[08/09 09:27:50] ppdet.engine INFO: Epoch: [8] [33500/54024] learning_rate: 0.000100 loss_class: 0.703252 loss_bbox: 0.116721 loss_giou: 0.460071 loss_class_aux: 4.408450 loss_bbox_aux: 0.772500 loss_giou_aux: 2.887374 loss_class_dn: 0.355004 loss_bbox_dn: 0.107279 loss_giou_dn: 0.371537 loss_class_aux_dn: 1.924035 loss_bbox_aux_dn: 0.653939 loss_giou_aux_dn: 2.153341 loss: 15.609360 eta: 43 days, 16:35:05 batch_cost: 1.1946 data_cost: 0.1133 ips: 6.6967 images/s
[08/09 09:29:44] ppdet.engine INFO: Epoch: [8] [33600/54024] learning_rate: 0.000100 loss_class: 0.690111 loss_bbox: 0.103690 loss_giou: 0.496143 loss_class_aux: 4.369812 loss_bbox_aux: 0.676611 loss_giou_aux: 3.085298 loss_class_dn: 0.357460 loss_bbox_dn: 0.094045 loss_giou_dn: 0.375520 loss_class_aux_dn: 1.944127 loss_bbox_aux_dn: 0.590093 loss_giou_aux_dn: 2.183957 loss: 15.106210 eta: 43 days, 16:32:23 batch_cost: 1.0811 data_cost: 0.0014 ips: 7.3998 images/s
[08/09 09:31:59] ppdet.engine INFO: Epoch: [8] [33700/54024] learning_rate: 0.000100 loss_class: 0.672988 loss_bbox: 0.112275 loss_giou: 0.477627 loss_class_aux: 4.152292 loss_bbox_aux: 0.731287 loss_giou_aux: 3.002754 loss_class_dn: 0.336078 loss_bbox_dn: 0.100318 loss_giou_dn: 0.375848 loss_class_aux_dn: 1.824740 loss_bbox_aux_dn: 0.612093 loss_giou_aux_dn: 2.144489 loss: 14.734956 eta: 43 days, 16:38:33 batch_cost: 1.3013 data_cost: 0.0013 ips: 6.1476 images/s
[08/09 09:33:56] ppdet.engine INFO: Epoch: [8] [33800/54024] learning_rate: 0.000100 loss_class: 0.696779 loss_bbox: 0.112676 loss_giou: 0.458059 loss_class_aux: 4.333448 loss_bbox_aux: 0.744273 loss_giou_aux: 2.822531 loss_class_dn: 0.336171 loss_bbox_dn: 0.106529 loss_giou_dn: 0.357784 loss_class_aux_dn: 1.812377 loss_bbox_aux_dn: 0.640735 loss_giou_aux_dn: 2.053613 loss: 14.886727 eta: 43 days, 16:37:22 batch_cost: 1.1191 data_cost: 0.0014 ips: 7.1488 images/s
[08/09 09:35:51] ppdet.engine INFO: Epoch: [8] [33900/54024] learning_rate: 0.000100 loss_class: 0.681553 loss_bbox: 0.110287 loss_giou: 0.494178 loss_class_aux: 4.231421 loss_bbox_aux: 0.744939 loss_giou_aux: 3.151017 loss_class_dn: 0.340220 loss_bbox_dn: 0.102070 loss_giou_dn: 0.368621 loss_class_aux_dn: 1.844395 loss_bbox_aux_dn: 0.630981 loss_giou_aux_dn: 2.134503 loss: 15.004222 eta: 43 days, 16:35:18 batch_cost: 1.0968 data_cost: 0.0013 ips: 7.2939 images/s
[08/09 09:37:43] ppdet.engine INFO: Epoch: [8] [34000/54024] learning_rate: 0.000100 loss_class: 0.726920 loss_bbox: 0.120004 loss_giou: 0.568170 loss_class_aux: 4.580027 loss_bbox_aux: 0.769142 loss_giou_aux: 3.491974 loss_class_dn: 0.383877 loss_bbox_dn: 0.115054 loss_giou_dn: 0.423674 loss_class_aux_dn: 2.056721 loss_bbox_aux_dn: 0.692242 loss_giou_aux_dn: 2.412664 loss: 16.578662 eta: 43 days, 16:31:48 batch_cost: 1.0610 data_cost: 0.0014 ips: 7.5398 images/s
[08/09 09:39:37] ppdet.engine INFO: Epoch: [8] [34100/54024] learning_rate: 0.000100 loss_class: 0.673703 loss_bbox: 0.100210 loss_giou: 0.445699 loss_class_aux: 4.192125 loss_bbox_aux: 0.685140 loss_giou_aux: 2.877392 loss_class_dn: 0.309857 loss_bbox_dn: 0.096898 loss_giou_dn: 0.361816 loss_class_aux_dn: 1.707877 loss_bbox_aux_dn: 0.577766 loss_giou_aux_dn: 2.062014 loss: 14.113156 eta: 43 days, 16:29:07 batch_cost: 1.0818 data_cost: 0.0014 ips: 7.3948 images/s
[08/09 09:41:35] ppdet.engine INFO: Epoch: [8] [34200/54024] learning_rate: 0.000100 loss_class: 0.659947 loss_bbox: 0.103506 loss_giou: 0.482362 loss_class_aux: 4.093397 loss_bbox_aux: 0.676048 loss_giou_aux: 2.949288 loss_class_dn: 0.328161 loss_bbox_dn: 0.099506 loss_giou_dn: 0.359335 loss_class_aux_dn: 1.796164 loss_bbox_aux_dn: 0.633360 loss_giou_aux_dn: 2.087518 loss: 14.364045 eta: 43 days, 16:28:19 batch_cost: 1.1283 data_cost: 0.0013 ips: 7.0901 images/s
[08/09 09:43:28] ppdet.engine INFO: Epoch: [8] [34300/54024] learning_rate: 0.000100 loss_class: 0.680368 loss_bbox: 0.109748 loss_giou: 0.486148 loss_class_aux: 4.178477 loss_bbox_aux: 0.689739 loss_giou_aux: 2.998446 loss_class_dn: 0.344117 loss_bbox_dn: 0.098372 loss_giou_dn: 0.360768 loss_class_aux_dn: 1.889046 loss_bbox_aux_dn: 0.607835 loss_giou_aux_dn: 2.040019 loss: 14.864112 eta: 43 days, 16:25:04 batch_cost: 1.0674 data_cost: 0.0014 ips: 7.4948 images/s
[08/09 09:45:20] ppdet.engine INFO: Epoch: [8] [34400/54024] learning_rate: 0.000100 loss_class: 0.686593 loss_bbox: 0.112736 loss_giou: 0.475458 loss_class_aux: 4.209954 loss_bbox_aux: 0.731938 loss_giou_aux: 2.944918 loss_class_dn: 0.345620 loss_bbox_dn: 0.105398 loss_giou_dn: 0.365627 loss_class_aux_dn: 1.854542 loss_bbox_aux_dn: 0.655396 loss_giou_aux_dn: 2.087799 loss: 14.929833 eta: 43 days, 16:22:02 batch_cost: 1.0726 data_cost: 0.0014 ips: 7.4587 images/s
[08/09 09:47:13] ppdet.engine INFO: Epoch: [8] [34500/54024] learning_rate: 0.000100 loss_class: 0.729231 loss_bbox: 0.114082 loss_giou: 0.520403 loss_class_aux: 4.527179 loss_bbox_aux: 0.739284 loss_giou_aux: 3.208877 loss_class_dn: 0.355868 loss_bbox_dn: 0.098119 loss_giou_dn: 0.398520 loss_class_aux_dn: 1.933467 loss_bbox_aux_dn: 0.620743 loss_giou_aux_dn: 2.286932 loss: 15.331815 eta: 43 days, 16:19:19 batch_cost: 1.0806 data_cost: 0.0015 ips: 7.4030 images/s
[08/09 09:49:05] ppdet.engine INFO: Epoch: [8] [34600/54024] learning_rate: 0.000100 loss_class: 0.672019 loss_bbox: 0.099788 loss_giou: 0.470493 loss_class_aux: 4.147003 loss_bbox_aux: 0.644845 loss_giou_aux: 2.985661 loss_class_dn: 0.327670 loss_bbox_dn: 0.094671 loss_giou_dn: 0.376096 loss_class_aux_dn: 1.756125 loss_bbox_aux_dn: 0.575047 loss_giou_aux_dn: 2.158945 loss: 14.422292 eta: 43 days, 16:15:49 batch_cost: 1.0608 data_cost: 0.0014 ips: 7.5415 images/s
[08/09 09:50:57] ppdet.engine INFO: Epoch: [8] [34700/54024] learning_rate: 0.000100 loss_class: 0.678787 loss_bbox: 0.106224 loss_giou: 0.454954 loss_class_aux: 4.178002 loss_bbox_aux: 0.671512 loss_giou_aux: 2.881904 loss_class_dn: 0.341408 loss_bbox_dn: 0.097821 loss_giou_dn: 0.368617 loss_class_aux_dn: 1.848580 loss_bbox_aux_dn: 0.610679 loss_giou_aux_dn: 2.103994 loss: 14.358351 eta: 43 days, 16:12:30 batch_cost: 1.0653 data_cost: 0.0014 ips: 7.5095 images/s
[08/09 09:52:48] ppdet.engine INFO: Epoch: [8] [34800/54024] learning_rate: 0.000100 loss_class: 0.719575 loss_bbox: 0.110609 loss_giou: 0.522327 loss_class_aux: 4.413782 loss_bbox_aux: 0.735479 loss_giou_aux: 3.246676 loss_class_dn: 0.358497 loss_bbox_dn: 0.095167 loss_giou_dn: 0.386848 loss_class_aux_dn: 1.952730 loss_bbox_aux_dn: 0.585851 loss_giou_aux_dn: 2.239344 loss: 15.733807 eta: 43 days, 16:09:06 batch_cost: 1.0636 data_cost: 0.0273 ips: 7.5214 images/s
[08/09 09:54:37] ppdet.engine INFO: Epoch: [8] [34900/54024] learning_rate: 0.000100 loss_class: 0.654609 loss_bbox: 0.117978 loss_giou: 0.501771 loss_class_aux: 4.112559 loss_bbox_aux: 0.766664 loss_giou_aux: 3.161025 loss_class_dn: 0.359100 loss_bbox_dn: 0.101727 loss_giou_dn: 0.392721 loss_class_aux_dn: 1.896957 loss_bbox_aux_dn: 0.610367 loss_giou_aux_dn: 2.238421 loss: 15.237065 eta: 43 days, 16:04:38 batch_cost: 1.0364 data_cost: 0.0014 ips: 7.7188 images/s
[08/09 09:56:26] ppdet.engine INFO: Epoch: [8] [35000/54024] learning_rate: 0.000100 loss_class: 0.662777 loss_bbox: 0.105124 loss_giou: 0.480119 loss_class_aux: 4.162617 loss_bbox_aux: 0.715067 loss_giou_aux: 3.010132 loss_class_dn: 0.340029 loss_bbox_dn: 0.108559 loss_giou_dn: 0.375475 loss_class_aux_dn: 1.852872 loss_bbox_aux_dn: 0.659457 loss_giou_aux_dn: 2.127231 loss: 14.910910 eta: 43 days, 16:00:05 batch_cost: 1.0344 data_cost: 0.0014 ips: 7.7342 images/s
[08/09 09:58:19] ppdet.engine INFO: Epoch: [8] [35100/54024] learning_rate: 0.000100 loss_class: 0.715682 loss_bbox: 0.112495 loss_giou: 0.514528 loss_class_aux: 4.455865 loss_bbox_aux: 0.748711 loss_giou_aux: 3.172871 loss_class_dn: 0.345051 loss_bbox_dn: 0.102937 loss_giou_dn: 0.376953 loss_class_aux_dn: 1.833120 loss_bbox_aux_dn: 0.634088 loss_giou_aux_dn: 2.189683 loss: 15.484445 eta: 43 days, 15:57:29 batch_cost: 1.0832 data_cost: 0.0014 ips: 7.3858 images/s
[08/09 10:00:19] ppdet.engine INFO: Epoch: [8] [35200/54024] learning_rate: 0.000100 loss_class: 0.715405 loss_bbox: 0.112373 loss_giou: 0.529065 loss_class_aux: 4.361740 loss_bbox_aux: 0.725365 loss_giou_aux: 3.301350 loss_class_dn: 0.361787 loss_bbox_dn: 0.106526 loss_giou_dn: 0.397765 loss_class_aux_dn: 1.929324 loss_bbox_aux_dn: 0.656096 loss_giou_aux_dn: 2.274902 loss: 15.528347 eta: 43 days, 15:57:05 batch_cost: 1.1386 data_cost: 0.0014 ips: 7.0259 images/s
[08/09 10:02:09] ppdet.engine INFO: Epoch: [8] [35300/54024] learning_rate: 0.000100 loss_class: 0.698623 loss_bbox: 0.108086 loss_giou: 0.516968 loss_class_aux: 4.353498 loss_bbox_aux: 0.716619 loss_giou_aux: 3.235281 loss_class_dn: 0.353767 loss_bbox_dn: 0.107227 loss_giou_dn: 0.382951 loss_class_aux_dn: 1.892326 loss_bbox_aux_dn: 0.686196 loss_giou_aux_dn: 2.207686 loss: 15.592613 eta: 43 days, 15:53:00 batch_cost: 1.0457 data_cost: 0.0014 ips: 7.6506 images/s
[08/09 10:04:23] ppdet.engine INFO: Epoch: [8] [35400/54024] learning_rate: 0.000100 loss_class: 0.678663 loss_bbox: 0.103410 loss_giou: 0.466559 loss_class_aux: 4.241515 loss_bbox_aux: 0.660558 loss_giou_aux: 2.909960 loss_class_dn: 0.323463 loss_bbox_dn: 0.100980 loss_giou_dn: 0.355798 loss_class_aux_dn: 1.767070 loss_bbox_aux_dn: 0.645435 loss_giou_aux_dn: 2.028713 loss: 14.080979 eta: 43 days, 15:58:33 batch_cost: 1.2880 data_cost: 0.0014 ips: 6.2113 images/s
[08/09 10:06:16] ppdet.engine INFO: Epoch: [8] [35500/54024] learning_rate: 0.000100 loss_class: 0.729013 loss_bbox: 0.110298 loss_giou: 0.473488 loss_class_aux: 4.481929 loss_bbox_aux: 0.713487 loss_giou_aux: 3.029385 loss_class_dn: 0.353680 loss_bbox_dn: 0.103381 loss_giou_dn: 0.381854 loss_class_aux_dn: 1.934301 loss_bbox_aux_dn: 0.640131 loss_giou_aux_dn: 2.201670 loss: 15.576682 eta: 43 days, 15:55:45 batch_cost: 1.0784 data_cost: 0.0014 ips: 7.4186 images/s
[08/09 10:08:31] ppdet.engine INFO: Epoch: [8] [35600/54024] learning_rate: 0.000100 loss_class: 0.673522 loss_bbox: 0.114638 loss_giou: 0.491627 loss_class_aux: 4.139827 loss_bbox_aux: 0.754898 loss_giou_aux: 3.046246 loss_class_dn: 0.361560 loss_bbox_dn: 0.105798 loss_giou_dn: 0.373580 loss_class_aux_dn: 1.971459 loss_bbox_aux_dn: 0.648053 loss_giou_aux_dn: 2.163679 loss: 15.508057 eta: 43 days, 16:01:22 batch_cost: 1.2903 data_cost: 0.0014 ips: 6.2003 images/s
[08/09 10:10:23] ppdet.engine INFO: Epoch: [8] [35700/54024] learning_rate: 0.000100 loss_class: 0.692403 loss_bbox: 0.109326 loss_giou: 0.455834 loss_class_aux: 4.295649 loss_bbox_aux: 0.703109 loss_giou_aux: 2.881969 loss_class_dn: 0.336508 loss_bbox_dn: 0.102113 loss_giou_dn: 0.360046 loss_class_aux_dn: 1.826955 loss_bbox_aux_dn: 0.632659 loss_giou_aux_dn: 2.080891 loss: 14.549834 eta: 43 days, 15:58:13 batch_cost: 1.0693 data_cost: 0.0014 ips: 7.4818 images/s
[08/09 10:12:16] ppdet.engine INFO: Epoch: [8] [35800/54024] learning_rate: 0.000100 loss_class: 0.716494 loss_bbox: 0.119783 loss_giou: 0.512454 loss_class_aux: 4.470123 loss_bbox_aux: 0.768432 loss_giou_aux: 3.219970 loss_class_dn: 0.347872 loss_bbox_dn: 0.107844 loss_giou_dn: 0.378880 loss_class_aux_dn: 1.893250 loss_bbox_aux_dn: 0.689282 loss_giou_aux_dn: 2.181678 loss: 15.389450 eta: 43 days, 15:55:15 batch_cost: 1.0742 data_cost: 0.0014 ips: 7.4471 images/s
[08/09 10:14:07] ppdet.engine INFO: Epoch: [8] [35900/54024] learning_rate: 0.000100 loss_class: 0.676759 loss_bbox: 0.102877 loss_giou: 0.496895 loss_class_aux: 4.225088 loss_bbox_aux: 0.688724 loss_giou_aux: 3.162443 loss_class_dn: 0.345086 loss_bbox_dn: 0.091283 loss_giou_dn: 0.384727 loss_class_aux_dn: 1.862065 loss_bbox_aux_dn: 0.591570 loss_giou_aux_dn: 2.184796 loss: 15.192087 eta: 43 days, 15:51:50 batch_cost: 1.0628 data_cost: 0.0014 ips: 7.5273 images/s
[08/09 10:16:04] ppdet.engine INFO: Epoch: [8] [36000/54024] learning_rate: 0.000100 loss_class: 0.706214 loss_bbox: 0.109424 loss_giou: 0.513406 loss_class_aux: 4.364784 loss_bbox_aux: 0.702599 loss_giou_aux: 3.194783 loss_class_dn: 0.347020 loss_bbox_dn: 0.105749 loss_giou_dn: 0.383942 loss_class_aux_dn: 1.869296 loss_bbox_aux_dn: 0.632999 loss_giou_aux_dn: 2.192715 loss: 15.192990 eta: 43 days, 15:50:32 batch_cost: 1.1158 data_cost: 0.0014 ips: 7.1698 images/s
[08/09 10:17:57] ppdet.engine INFO: Epoch: [8] [36100/54024] learning_rate: 0.000100 loss_class: 0.697443 loss_bbox: 0.112511 loss_giou: 0.483080 loss_class_aux: 4.276118 loss_bbox_aux: 0.736763 loss_giou_aux: 3.069793 loss_class_dn: 0.353646 loss_bbox_dn: 0.103135 loss_giou_dn: 0.383844 loss_class_aux_dn: 1.911878 loss_bbox_aux_dn: 0.640805 loss_giou_aux_dn: 2.206218 loss: 15.294980 eta: 43 days, 15:47:48 batch_cost: 1.0799 data_cost: 0.0014 ips: 7.4079 images/s
[08/09 10:19:50] ppdet.engine INFO: Epoch: [8] [36200/54024] learning_rate: 0.000100 loss_class: 0.677543 loss_bbox: 0.106831 loss_giou: 0.483695 loss_class_aux: 4.260682 loss_bbox_aux: 0.691126 loss_giou_aux: 3.033283 loss_class_dn: 0.342794 loss_bbox_dn: 0.101067 loss_giou_dn: 0.370204 loss_class_aux_dn: 1.858720 loss_bbox_aux_dn: 0.610444 loss_giou_aux_dn: 2.107010 loss: 14.774145 eta: 43 days, 15:44:47 batch_cost: 1.0729 data_cost: 0.0013 ips: 7.4563 images/s
[08/09 10:21:51] ppdet.engine INFO: Epoch: [8] [36300/54024] learning_rate: 0.000100 loss_class: 0.726203 loss_bbox: 0.111358 loss_giou: 0.458002 loss_class_aux: 4.489474 loss_bbox_aux: 0.728095 loss_giou_aux: 2.864769 loss_class_dn: 0.341046 loss_bbox_dn: 0.109344 loss_giou_dn: 0.362487 loss_class_aux_dn: 1.833336 loss_bbox_aux_dn: 0.671105 loss_giou_aux_dn: 2.110754 loss: 15.009145 eta: 43 days, 15:44:50 batch_cost: 1.1502 data_cost: 0.0014 ips: 6.9553 images/s
[08/09 10:23:50] ppdet.engine INFO: Epoch: [8] [36400/54024] learning_rate: 0.000100 loss_class: 0.713191 loss_bbox: 0.112853 loss_giou: 0.507303 loss_class_aux: 4.471743 loss_bbox_aux: 0.729680 loss_giou_aux: 3.194703 loss_class_dn: 0.360600 loss_bbox_dn: 0.108216 loss_giou_dn: 0.382479 loss_class_aux_dn: 1.934924 loss_bbox_aux_dn: 0.664383 loss_giou_aux_dn: 2.188573 loss: 16.089359 eta: 43 days, 15:44:34 batch_cost: 1.1422 data_cost: 0.0013 ips: 7.0042 images/s
[08/09 10:25:46] ppdet.engine INFO: Epoch: [8] [36500/54024] learning_rate: 0.000100 loss_class: 0.687853 loss_bbox: 0.117578 loss_giou: 0.502965 loss_class_aux: 4.306092 loss_bbox_aux: 0.751870 loss_giou_aux: 3.135206 loss_class_dn: 0.354479 loss_bbox_dn: 0.108266 loss_giou_dn: 0.390660 loss_class_aux_dn: 1.896799 loss_bbox_aux_dn: 0.665855 loss_giou_aux_dn: 2.247970 loss: 15.248676 eta: 43 days, 15:42:40 batch_cost: 1.1009 data_cost: 0.0013 ips: 7.2671 images/s
[08/09 10:27:41] ppdet.engine INFO: Epoch: [8] [36600/54024] learning_rate: 0.000100 loss_class: 0.721437 loss_bbox: 0.114202 loss_giou: 0.515444 loss_class_aux: 4.472197 loss_bbox_aux: 0.759815 loss_giou_aux: 3.243247 loss_class_dn: 0.357514 loss_bbox_dn: 0.101848 loss_giou_dn: 0.380987 loss_class_aux_dn: 1.909766 loss_bbox_aux_dn: 0.643813 loss_giou_aux_dn: 2.226974 loss: 15.733623 eta: 43 days, 15:40:55 batch_cost: 1.1047 data_cost: 0.0013 ips: 7.2418 images/s
[08/09 10:29:38] ppdet.engine INFO: Epoch: [8] [36700/54024] learning_rate: 0.000100 loss_class: 0.659780 loss_bbox: 0.111987 loss_giou: 0.449622 loss_class_aux: 4.106461 loss_bbox_aux: 0.718008 loss_giou_aux: 2.772672 loss_class_dn: 0.331068 loss_bbox_dn: 0.103947 loss_giou_dn: 0.342871 loss_class_aux_dn: 1.794050 loss_bbox_aux_dn: 0.637733 loss_giou_aux_dn: 1.985020 loss: 14.314489 eta: 43 days, 15:39:31 batch_cost: 1.1138 data_cost: 0.0014 ips: 7.1826 images/s
[08/09 10:31:40] ppdet.engine INFO: Epoch: [8] [36800/54024] learning_rate: 0.000100 loss_class: 0.704912 loss_bbox: 0.109762 loss_giou: 0.475649 loss_class_aux: 4.379757 loss_bbox_aux: 0.701282 loss_giou_aux: 2.972305 loss_class_dn: 0.340584 loss_bbox_dn: 0.103167 loss_giou_dn: 0.358256 loss_class_aux_dn: 1.814813 loss_bbox_aux_dn: 0.642647 loss_giou_aux_dn: 2.050898 loss: 14.644580 eta: 43 days, 15:40:23 batch_cost: 1.1710 data_cost: 0.0014 ips: 6.8318 images/s
[08/09 10:33:34] ppdet.engine INFO: Epoch: [8] [36900/54024] learning_rate: 0.000100 loss_class: 0.689863 loss_bbox: 0.111209 loss_giou: 0.491739 loss_class_aux: 4.256370 loss_bbox_aux: 0.726818 loss_giou_aux: 3.165235 loss_class_dn: 0.355381 loss_bbox_dn: 0.092913 loss_giou_dn: 0.395708 loss_class_aux_dn: 1.934883 loss_bbox_aux_dn: 0.555338 loss_giou_aux_dn: 2.233006 loss: 15.722063 eta: 43 days, 15:38:07 batch_cost: 1.0916 data_cost: 0.0014 ips: 7.3285 images/s
[08/09 10:35:29] ppdet.engine INFO: Epoch: [8] [37000/54024] learning_rate: 0.000100 loss_class: 0.667815 loss_bbox: 0.102354 loss_giou: 0.473479 loss_class_aux: 4.170513 loss_bbox_aux: 0.684989 loss_giou_aux: 2.952841 loss_class_dn: 0.327490 loss_bbox_dn: 0.105539 loss_giou_dn: 0.364919 loss_class_aux_dn: 1.769083 loss_bbox_aux_dn: 0.642240 loss_giou_aux_dn: 2.079048 loss: 14.574189 eta: 43 days, 15:36:04 batch_cost: 1.0975 data_cost: 0.0019 ips: 7.2891 images/s
[08/09 10:37:23] ppdet.engine INFO: Epoch: [8] [37100/54024] learning_rate: 0.000100 loss_class: 0.660306 loss_bbox: 0.106630 loss_giou: 0.466804 loss_class_aux: 4.095155 loss_bbox_aux: 0.680482 loss_giou_aux: 2.933715 loss_class_dn: 0.319791 loss_bbox_dn: 0.101950 loss_giou_dn: 0.355135 loss_class_aux_dn: 1.737495 loss_bbox_aux_dn: 0.626519 loss_giou_aux_dn: 2.038126 loss: 14.496916 eta: 43 days, 15:33:24 batch_cost: 1.0812 data_cost: 0.0182 ips: 7.3989 images/s
[08/09 10:39:12] ppdet.engine INFO: Epoch: [8] [37200/54024] learning_rate: 0.000100 loss_class: 0.729680 loss_bbox: 0.105103 loss_giou: 0.513431 loss_class_aux: 4.562898 loss_bbox_aux: 0.704160 loss_giou_aux: 3.193165 loss_class_dn: 0.375697 loss_bbox_dn: 0.101635 loss_giou_dn: 0.400196 loss_class_aux_dn: 2.049752 loss_bbox_aux_dn: 0.622204 loss_giou_aux_dn: 2.285224 loss: 15.959820 eta: 43 days, 15:29:17 batch_cost: 1.0447 data_cost: 0.0014 ips: 7.6578 images/s
[08/09 10:41:08] ppdet.engine INFO: Epoch: [8] [37300/54024] learning_rate: 0.000100 loss_class: 0.672693 loss_bbox: 0.114027 loss_giou: 0.506989 loss_class_aux: 4.229947 loss_bbox_aux: 0.731258 loss_giou_aux: 3.188114 loss_class_dn: 0.367997 loss_bbox_dn: 0.105307 loss_giou_dn: 0.393030 loss_class_aux_dn: 1.984440 loss_bbox_aux_dn: 0.630589 loss_giou_aux_dn: 2.258015 loss: 15.773784 eta: 43 days, 15:27:16 batch_cost: 1.0979 data_cost: 0.0014 ips: 7.2870 images/s
[08/09 10:43:14] ppdet.engine INFO: Epoch: [8] [37400/54024] learning_rate: 0.000100 loss_class: 0.686931 loss_bbox: 0.110821 loss_giou: 0.458148 loss_class_aux: 4.229060 loss_bbox_aux: 0.735201 loss_giou_aux: 2.865076 loss_class_dn: 0.345536 loss_bbox_dn: 0.107971 loss_giou_dn: 0.354867 loss_class_aux_dn: 1.875068 loss_bbox_aux_dn: 0.668140 loss_giou_aux_dn: 2.016709 loss: 14.779038 eta: 43 days, 15:29:22 batch_cost: 1.2027 data_cost: 0.0862 ips: 6.6518 images/s
[08/09 10:45:09] ppdet.engine INFO: Epoch: [8] [37500/54024] learning_rate: 0.000100 loss_class: 0.698453 loss_bbox: 0.107996 loss_giou: 0.460879 loss_class_aux: 4.229053 loss_bbox_aux: 0.721265 loss_giou_aux: 2.903391 loss_class_dn: 0.346972 loss_bbox_dn: 0.102878 loss_giou_dn: 0.373659 loss_class_aux_dn: 1.873702 loss_bbox_aux_dn: 0.640359 loss_giou_aux_dn: 2.104101 loss: 14.953850 eta: 43 days, 15:27:33 batch_cost: 1.1032 data_cost: 0.0014 ips: 7.2519 images/s
[08/09 10:47:04] ppdet.engine INFO: Epoch: [8] [37600/54024] learning_rate: 0.000100 loss_class: 0.678989 loss_bbox: 0.107852 loss_giou: 0.459791 loss_class_aux: 4.195659 loss_bbox_aux: 0.716206 loss_giou_aux: 2.917808 loss_class_dn: 0.333915 loss_bbox_dn: 0.104837 loss_giou_dn: 0.358270 loss_class_aux_dn: 1.821066 loss_bbox_aux_dn: 0.641015 loss_giou_aux_dn: 2.063428 loss: 14.417746 eta: 43 days, 15:25:14 batch_cost: 1.0905 data_cost: 0.0013 ips: 7.3363 images/s
[08/09 10:48:59] ppdet.engine INFO: Epoch: [8] [37700/54024] learning_rate: 0.000100 loss_class: 0.689036 loss_bbox: 0.108894 loss_giou: 0.543552 loss_class_aux: 4.372675 loss_bbox_aux: 0.706631 loss_giou_aux: 3.356122 loss_class_dn: 0.339449 loss_bbox_dn: 0.101035 loss_giou_dn: 0.403821 loss_class_aux_dn: 1.846644 loss_bbox_aux_dn: 0.639814 loss_giou_aux_dn: 2.287875 loss: 14.963400 eta: 43 days, 15:23:13 batch_cost: 1.0980 data_cost: 0.0090 ips: 7.2858 images/s
[08/09 10:50:51] ppdet.engine INFO: Epoch: [8] [37800/54024] learning_rate: 0.000100 loss_class: 0.666431 loss_bbox: 0.104972 loss_giou: 0.479938 loss_class_aux: 4.144000 loss_bbox_aux: 0.690920 loss_giou_aux: 2.987270 loss_class_dn: 0.327108 loss_bbox_dn: 0.107682 loss_giou_dn: 0.358487 loss_class_aux_dn: 1.767858 loss_bbox_aux_dn: 0.636775 loss_giou_aux_dn: 2.017145 loss: 14.468612 eta: 43 days, 15:19:50 batch_cost: 1.0631 data_cost: 0.0013 ips: 7.5254 images/s
[08/09 10:52:47] ppdet.engine INFO: Epoch: [8] [37900/54024] learning_rate: 0.000100 loss_class: 0.688313 loss_bbox: 0.108490 loss_giou: 0.551463 loss_class_aux: 4.240505 loss_bbox_aux: 0.698533 loss_giou_aux: 3.373735 loss_class_dn: 0.360043 loss_bbox_dn: 0.096110 loss_giou_dn: 0.416154 loss_class_aux_dn: 1.926283 loss_bbox_aux_dn: 0.571568 loss_giou_aux_dn: 2.357842 loss: 15.700284 eta: 43 days, 15:18:08 batch_cost: 1.1060 data_cost: 0.0400 ips: 7.2331 images/s
[08/09 10:54:40] ppdet.engine INFO: Epoch: [8] [38000/54024] learning_rate: 0.000100 loss_class: 0.741816 loss_bbox: 0.117266 loss_giou: 0.534270 loss_class_aux: 4.513922 loss_bbox_aux: 0.766529 loss_giou_aux: 3.286176 loss_class_dn: 0.365484 loss_bbox_dn: 0.102374 loss_giou_dn: 0.413576 loss_class_aux_dn: 1.941449 loss_bbox_aux_dn: 0.608298 loss_giou_aux_dn: 2.349042 loss: 16.020877 eta: 43 days, 15:15:38 batch_cost: 1.0855 data_cost: 0.0014 ips: 7.3702 images/s
[08/09 10:56:34] ppdet.engine INFO: Epoch: [8] [38100/54024] learning_rate: 0.000100 loss_class: 0.727400 loss_bbox: 0.109571 loss_giou: 0.529077 loss_class_aux: 4.517210 loss_bbox_aux: 0.744988 loss_giou_aux: 3.262207 loss_class_dn: 0.368393 loss_bbox_dn: 0.106460 loss_giou_dn: 0.391636 loss_class_aux_dn: 1.969746 loss_bbox_aux_dn: 0.642502 loss_giou_aux_dn: 2.249753 loss: 15.336341 eta: 43 days, 15:13:04 batch_cost: 1.0841 data_cost: 0.0014 ips: 7.3794 images/s
[08/09 10:58:38] ppdet.engine INFO: Epoch: [8] [38200/54024] learning_rate: 0.000100 loss_class: 0.694182 loss_bbox: 0.113278 loss_giou: 0.517277 loss_class_aux: 4.268031 loss_bbox_aux: 0.737164 loss_giou_aux: 3.183841 loss_class_dn: 0.342768 loss_bbox_dn: 0.091676 loss_giou_dn: 0.373129 loss_class_aux_dn: 1.885188 loss_bbox_aux_dn: 0.561280 loss_giou_aux_dn: 2.140276 loss: 15.398826 eta: 43 days, 15:14:22 batch_cost: 1.1829 data_cost: 0.0014 ips: 6.7630 images/s
[08/09 11:00:34] ppdet.engine INFO: Epoch: [8] [38300/54024] learning_rate: 0.000100 loss_class: 0.671033 loss_bbox: 0.109209 loss_giou: 0.476305 loss_class_aux: 4.184951 loss_bbox_aux: 0.708860 loss_giou_aux: 3.036914 loss_class_dn: 0.332413 loss_bbox_dn: 0.098358 loss_giou_dn: 0.362729 loss_class_aux_dn: 1.806883 loss_bbox_aux_dn: 0.617793 loss_giou_aux_dn: 2.070813 loss: 14.470747 eta: 43 days, 15:12:54 batch_cost: 1.1122 data_cost: 0.0492 ips: 7.1932 images/s
[08/09 11:02:27] ppdet.engine INFO: Epoch: [8] [38400/54024] learning_rate: 0.000100 loss_class: 0.715996 loss_bbox: 0.115182 loss_giou: 0.580571 loss_class_aux: 4.404524 loss_bbox_aux: 0.745667 loss_giou_aux: 3.563084 loss_class_dn: 0.365618 loss_bbox_dn: 0.102997 loss_giou_dn: 0.421828 loss_class_aux_dn: 1.946039 loss_bbox_aux_dn: 0.635945 loss_giou_aux_dn: 2.360612 loss: 15.947654 eta: 43 days, 15:09:50 batch_cost: 1.0711 data_cost: 0.0014 ips: 7.4692 images/s
[08/09 11:04:31] ppdet.engine INFO: Epoch: [8] [38500/54024] learning_rate: 0.000100 loss_class: 0.717733 loss_bbox: 0.111761 loss_giou: 0.524766 loss_class_aux: 4.540682 loss_bbox_aux: 0.736497 loss_giou_aux: 3.251757 loss_class_dn: 0.359375 loss_bbox_dn: 0.107777 loss_giou_dn: 0.388331 loss_class_aux_dn: 1.974143 loss_bbox_aux_dn: 0.662995 loss_giou_aux_dn: 2.217072 loss: 15.720833 eta: 43 days, 15:11:28 batch_cost: 1.1916 data_cost: 0.0019 ips: 6.7139 images/s
[08/09 11:06:25] ppdet.engine INFO: Epoch: [8] [38600/54024] learning_rate: 0.000100 loss_class: 0.658001 loss_bbox: 0.112518 loss_giou: 0.475347 loss_class_aux: 4.118845 loss_bbox_aux: 0.712403 loss_giou_aux: 2.989448 loss_class_dn: 0.323334 loss_bbox_dn: 0.100969 loss_giou_dn: 0.373805 loss_class_aux_dn: 1.741883 loss_bbox_aux_dn: 0.614151 loss_giou_aux_dn: 2.121315 loss: 14.502156 eta: 43 days, 15:09:01 batch_cost: 1.0868 data_cost: 0.0019 ips: 7.3613 images/s
[08/09 11:08:18] ppdet.engine INFO: Epoch: [8] [38700/54024] learning_rate: 0.000100 loss_class: 0.709699 loss_bbox: 0.104754 loss_giou: 0.471086 loss_class_aux: 4.365817 loss_bbox_aux: 0.687905 loss_giou_aux: 2.983502 loss_class_dn: 0.346306 loss_bbox_dn: 0.098067 loss_giou_dn: 0.363957 loss_class_aux_dn: 1.884034 loss_bbox_aux_dn: 0.606094 loss_giou_aux_dn: 2.073520 loss: 15.021217 eta: 43 days, 15:06:01 batch_cost: 1.0728 data_cost: 0.0013 ips: 7.4571 images/s
[08/09 11:10:12] ppdet.engine INFO: Epoch: [8] [38800/54024] learning_rate: 0.000100 loss_class: 0.664663 loss_bbox: 0.108545 loss_giou: 0.467256 loss_class_aux: 4.108727 loss_bbox_aux: 0.697565 loss_giou_aux: 2.930816 loss_class_dn: 0.336175 loss_bbox_dn: 0.107419 loss_giou_dn: 0.356872 loss_class_aux_dn: 1.813598 loss_bbox_aux_dn: 0.642045 loss_giou_aux_dn: 2.050450 loss: 14.584998 eta: 43 days, 15:03:29 batch_cost: 1.0848 data_cost: 0.0014 ips: 7.3748 images/s
[08/09 11:12:00] ppdet.engine INFO: Epoch: [8] [38900/54024] learning_rate: 0.000100 loss_class: 0.650791 loss_bbox: 0.096972 loss_giou: 0.472571 loss_class_aux: 3.972589 loss_bbox_aux: 0.656588 loss_giou_aux: 2.919422 loss_class_dn: 0.325383 loss_bbox_dn: 0.096695 loss_giou_dn: 0.352138 loss_class_aux_dn: 1.751852 loss_bbox_aux_dn: 0.589804 loss_giou_aux_dn: 2.021434 loss: 14.586233 eta: 43 days, 14:58:59 batch_cost: 1.0336 data_cost: 0.0014 ips: 7.7397 images/s
[08/09 11:13:59] ppdet.engine INFO: Epoch: [8] [39000/54024] learning_rate: 0.000100 loss_class: 0.679763 loss_bbox: 0.109529 loss_giou: 0.501997 loss_class_aux: 4.191636 loss_bbox_aux: 0.715514 loss_giou_aux: 3.136685 loss_class_dn: 0.349728 loss_bbox_dn: 0.107426 loss_giou_dn: 0.382872 loss_class_aux_dn: 1.889986 loss_bbox_aux_dn: 0.653940 loss_giou_aux_dn: 2.201992 loss: 15.355864 eta: 43 days, 14:58:10 batch_cost: 1.1290 data_cost: 0.0013 ips: 7.0858 images/s
[08/09 11:15:49] ppdet.engine INFO: Epoch: [8] [39100/54024] learning_rate: 0.000100 loss_class: 0.629380 loss_bbox: 0.101085 loss_giou: 0.501666 loss_class_aux: 3.926821 loss_bbox_aux: 0.657754 loss_giou_aux: 3.109465 loss_class_dn: 0.320613 loss_bbox_dn: 0.088991 loss_giou_dn: 0.381788 loss_class_aux_dn: 1.736865 loss_bbox_aux_dn: 0.570594 loss_giou_aux_dn: 2.197744 loss: 14.589991 eta: 43 days, 14:54:31 batch_cost: 1.0558 data_cost: 0.0014 ips: 7.5768 images/s
[08/09 11:17:41] ppdet.engine INFO: Epoch: [8] [39200/54024] learning_rate: 0.000100 loss_class: 0.697384 loss_bbox: 0.106052 loss_giou: 0.490957 loss_class_aux: 4.321648 loss_bbox_aux: 0.692212 loss_giou_aux: 3.060840 loss_class_dn: 0.354548 loss_bbox_dn: 0.097324 loss_giou_dn: 0.367900 loss_class_aux_dn: 1.887471 loss_bbox_aux_dn: 0.595139 loss_giou_aux_dn: 2.128397 loss: 14.957465 eta: 43 days, 14:51:15 batch_cost: 1.0654 data_cost: 0.0014 ips: 7.5089 images/s
[08/09 11:19:36] ppdet.engine INFO: Epoch: [8] [39300/54024] learning_rate: 0.000100 loss_class: 0.696817 loss_bbox: 0.105405 loss_giou: 0.495377 loss_class_aux: 4.388285 loss_bbox_aux: 0.703582 loss_giou_aux: 3.079632 loss_class_dn: 0.353426 loss_bbox_dn: 0.092061 loss_giou_dn: 0.377894 loss_class_aux_dn: 1.906232 loss_bbox_aux_dn: 0.581153 loss_giou_aux_dn: 2.174140 loss: 15.555704 eta: 43 days, 14:48:57 batch_cost: 1.0907 data_cost: 0.0013 ips: 7.3346 images/s
[08/09 11:21:29] ppdet.engine INFO: Epoch: [8] [39400/54024] learning_rate: 0.000100 loss_class: 0.701417 loss_bbox: 0.115905 loss_giou: 0.509245 loss_class_aux: 4.386663 loss_bbox_aux: 0.762872 loss_giou_aux: 3.115028 loss_class_dn: 0.352430 loss_bbox_dn: 0.105539 loss_giou_dn: 0.388751 loss_class_aux_dn: 1.872421 loss_bbox_aux_dn: 0.672375 loss_giou_aux_dn: 2.231120 loss: 15.612615 eta: 43 days, 14:46:10 batch_cost: 1.0780 data_cost: 0.0014 ips: 7.4211 images/s
[08/09 11:23:23] ppdet.engine INFO: Epoch: [8] [39500/54024] learning_rate: 0.000100 loss_class: 0.687015 loss_bbox: 0.113576 loss_giou: 0.506449 loss_class_aux: 4.274903 loss_bbox_aux: 0.740296 loss_giou_aux: 3.149168 loss_class_dn: 0.344365 loss_bbox_dn: 0.109455 loss_giou_dn: 0.396155 loss_class_aux_dn: 1.867100 loss_bbox_aux_dn: 0.667236 loss_giou_aux_dn: 2.254123 loss: 14.917947 eta: 43 days, 14:43:36 batch_cost: 1.0834 data_cost: 0.0014 ips: 7.3840 images/s
[08/09 11:25:23] ppdet.engine INFO: Epoch: [8] [39600/54024] learning_rate: 0.000100 loss_class: 0.712443 loss_bbox: 0.106425 loss_giou: 0.499208 loss_class_aux: 4.383156 loss_bbox_aux: 0.715703 loss_giou_aux: 3.181375 loss_class_dn: 0.350429 loss_bbox_dn: 0.100850 loss_giou_dn: 0.396060 loss_class_aux_dn: 1.909701 loss_bbox_aux_dn: 0.633123 loss_giou_aux_dn: 2.282218 loss: 14.925869 eta: 43 days, 14:43:43 batch_cost: 1.1531 data_cost: 0.0014 ips: 6.9379 images/s
[08/09 11:27:13] ppdet.engine INFO: Epoch: [8] [39700/54024] learning_rate: 0.000100 loss_class: 0.650277 loss_bbox: 0.105037 loss_giou: 0.461628 loss_class_aux: 4.019449 loss_bbox_aux: 0.663950 loss_giou_aux: 2.886455 loss_class_dn: 0.323477 loss_bbox_dn: 0.097200 loss_giou_dn: 0.344790 loss_class_aux_dn: 1.718466 loss_bbox_aux_dn: 0.595728 loss_giou_aux_dn: 1.974018 loss: 14.026406 eta: 43 days, 14:39:37 batch_cost: 1.0438 data_cost: 0.0013 ips: 7.6646 images/s
[08/09 11:29:02] ppdet.engine INFO: Epoch: [8] [39800/54024] learning_rate: 0.000100 loss_class: 0.685575 loss_bbox: 0.107489 loss_giou: 0.504638 loss_class_aux: 4.243476 loss_bbox_aux: 0.710855 loss_giou_aux: 3.110757 loss_class_dn: 0.342410 loss_bbox_dn: 0.099778 loss_giou_dn: 0.379343 loss_class_aux_dn: 1.834703 loss_bbox_aux_dn: 0.634587 loss_giou_aux_dn: 2.144439 loss: 14.652937 eta: 43 days, 14:35:24 batch_cost: 1.0406 data_cost: 0.0013 ips: 7.6875 images/s
[08/09 11:30:57] ppdet.engine INFO: Epoch: [8] [39900/54024] learning_rate: 0.000100 loss_class: 0.662880 loss_bbox: 0.103707 loss_giou: 0.477801 loss_class_aux: 3.955618 loss_bbox_aux: 0.665065 loss_giou_aux: 2.964665 loss_class_dn: 0.334692 loss_bbox_dn: 0.091871 loss_giou_dn: 0.364797 loss_class_aux_dn: 1.799330 loss_bbox_aux_dn: 0.579197 loss_giou_aux_dn: 2.076369 loss: 14.749364 eta: 43 days, 14:33:24 batch_cost: 1.0985 data_cost: 0.0236 ips: 7.2824 images/s
[08/09 11:32:49] ppdet.engine INFO: Epoch: [8] [40000/54024] learning_rate: 0.000100 loss_class: 0.685086 loss_bbox: 0.106940 loss_giou: 0.482628 loss_class_aux: 4.240434 loss_bbox_aux: 0.665738 loss_giou_aux: 3.002745 loss_class_dn: 0.341278 loss_bbox_dn: 0.103761 loss_giou_dn: 0.373070 loss_class_aux_dn: 1.847010 loss_bbox_aux_dn: 0.613471 loss_giou_aux_dn: 2.145511 loss: 14.463307 eta: 43 days, 14:30:09 batch_cost: 1.0653 data_cost: 0.0013 ips: 7.5093 images/s
[08/09 11:34:56] ppdet.engine INFO: Epoch: [8] [40100/54024] learning_rate: 0.000100 loss_class: 0.685529 loss_bbox: 0.107968 loss_giou: 0.509598 loss_class_aux: 4.195429 loss_bbox_aux: 0.705615 loss_giou_aux: 3.165045 loss_class_dn: 0.355096 loss_bbox_dn: 0.095659 loss_giou_dn: 0.385915 loss_class_aux_dn: 1.903554 loss_bbox_aux_dn: 0.587045 loss_giou_aux_dn: 2.197184 loss: 15.318457 eta: 43 days, 14:32:49 batch_cost: 1.2195 data_cost: 0.0014 ips: 6.5602 images/s
[08/09 11:36:51] ppdet.engine INFO: Epoch: [8] [40200/54024] learning_rate: 0.000100 loss_class: 0.729859 loss_bbox: 0.117554 loss_giou: 0.516659 loss_class_aux: 4.473983 loss_bbox_aux: 0.765831 loss_giou_aux: 3.262554 loss_class_dn: 0.359402 loss_bbox_dn: 0.108673 loss_giou_dn: 0.419386 loss_class_aux_dn: 1.971934 loss_bbox_aux_dn: 0.690105 loss_giou_aux_dn: 2.340883 loss: 16.346038 eta: 43 days, 14:30:41 batch_cost: 1.0950 data_cost: 0.0014 ips: 7.3061 images/s
[08/09 11:38:43] ppdet.engine INFO: Epoch: [8] [40300/54024] learning_rate: 0.000100 loss_class: 0.743384 loss_bbox: 0.113071 loss_giou: 0.519810 loss_class_aux: 4.608090 loss_bbox_aux: 0.758678 loss_giou_aux: 3.292631 loss_class_dn: 0.356598 loss_bbox_dn: 0.102756 loss_giou_dn: 0.393713 loss_class_aux_dn: 1.933821 loss_bbox_aux_dn: 0.644329 loss_giou_aux_dn: 2.264194 loss: 15.978401 eta: 43 days, 14:27:37 batch_cost: 1.0704 data_cost: 0.0014 ips: 7.4736 images/s
[08/09 11:40:38] ppdet.engine INFO: Epoch: [8] [40400/54024] learning_rate: 0.000100 loss_class: 0.747302 loss_bbox: 0.111760 loss_giou: 0.489607 loss_class_aux: 4.637262 loss_bbox_aux: 0.736926 loss_giou_aux: 3.096442 loss_class_dn: 0.353256 loss_bbox_dn: 0.105957 loss_giou_dn: 0.391858 loss_class_aux_dn: 1.913489 loss_bbox_aux_dn: 0.671771 loss_giou_aux_dn: 2.230666 loss: 15.566057 eta: 43 days, 14:25:28 batch_cost: 1.0945 data_cost: 0.0014 ips: 7.3094 images/s
[08/09 11:42:29] ppdet.engine INFO: Epoch: [8] [40500/54024] learning_rate: 0.000100 loss_class: 0.726279 loss_bbox: 0.110380 loss_giou: 0.454105 loss_class_aux: 4.553382 loss_bbox_aux: 0.709996 loss_giou_aux: 2.832365 loss_class_dn: 0.346421 loss_bbox_dn: 0.105968 loss_giou_dn: 0.357557 loss_class_aux_dn: 1.887387 loss_bbox_aux_dn: 0.651892 loss_giou_aux_dn: 2.038472 loss: 14.614758 eta: 43 days, 14:21:59 batch_cost: 1.0592 data_cost: 0.0014 ips: 7.5526 images/s
[08/09 11:44:20] ppdet.engine INFO: Epoch: [8] [40600/54024] learning_rate: 0.000100 loss_class: 0.705706 loss_bbox: 0.114717 loss_giou: 0.494969 loss_class_aux: 4.423472 loss_bbox_aux: 0.757406 loss_giou_aux: 3.124064 loss_class_dn: 0.360378 loss_bbox_dn: 0.101703 loss_giou_dn: 0.392954 loss_class_aux_dn: 1.946176 loss_bbox_aux_dn: 0.650244 loss_giou_aux_dn: 2.232326 loss: 15.667277 eta: 43 days, 14:18:14 batch_cost: 1.0526 data_cost: 0.0014 ips: 7.6006 images/s
[08/09 11:46:11] ppdet.engine INFO: Epoch: [8] [40700/54024] learning_rate: 0.000100 loss_class: 0.701934 loss_bbox: 0.113201 loss_giou: 0.511693 loss_class_aux: 4.352454 loss_bbox_aux: 0.733554 loss_giou_aux: 3.197020 loss_class_dn: 0.351404 loss_bbox_dn: 0.106413 loss_giou_dn: 0.387435 loss_class_aux_dn: 1.917882 loss_bbox_aux_dn: 0.656407 loss_giou_aux_dn: 2.205441 loss: 15.248776 eta: 43 days, 14:14:36 batch_cost: 1.0555 data_cost: 0.0014 ips: 7.5792 images/s
[08/09 11:48:02] ppdet.engine INFO: Epoch: [8] [40800/54024] learning_rate: 0.000100 loss_class: 0.703141 loss_bbox: 0.106010 loss_giou: 0.460060 loss_class_aux: 4.353126 loss_bbox_aux: 0.704450 loss_giou_aux: 2.831482 loss_class_dn: 0.348227 loss_bbox_dn: 0.096980 loss_giou_dn: 0.350702 loss_class_aux_dn: 1.882874 loss_bbox_aux_dn: 0.618130 loss_giou_aux_dn: 2.026627 loss: 14.611587 eta: 43 days, 14:11:01 batch_cost: 1.0567 data_cost: 0.0014 ips: 7.5704 images/s
[08/09 11:49:52] ppdet.engine INFO: Epoch: [8] [40900/54024] learning_rate: 0.000100 loss_class: 0.700396 loss_bbox: 0.109350 loss_giou: 0.525257 loss_class_aux: 4.323500 loss_bbox_aux: 0.714930 loss_giou_aux: 3.269864 loss_class_dn: 0.350215 loss_bbox_dn: 0.098826 loss_giou_dn: 0.387820 loss_class_aux_dn: 1.888610 loss_bbox_aux_dn: 0.629091 loss_giou_aux_dn: 2.216037 loss: 15.264650 eta: 43 days, 14:07:10 batch_cost: 1.0495 data_cost: 0.0014 ips: 7.6230 images/s
[08/09 11:51:42] ppdet.engine INFO: Epoch: [8] [41000/54024] learning_rate: 0.000100 loss_class: 0.703547 loss_bbox: 0.109883 loss_giou: 0.476514 loss_class_aux: 4.320872 loss_bbox_aux: 0.728951 loss_giou_aux: 2.934699 loss_class_dn: 0.335689 loss_bbox_dn: 0.103055 loss_giou_dn: 0.355240 loss_class_aux_dn: 1.839006 loss_bbox_aux_dn: 0.646259 loss_giou_aux_dn: 2.050332 loss: 14.505464 eta: 43 days, 14:03:17 batch_cost: 1.0486 data_cost: 0.0014 ips: 7.6289 images/s
[08/09 11:53:34] ppdet.engine INFO: Epoch: [8] [41100/54024] learning_rate: 0.000100 loss_class: 0.700058 loss_bbox: 0.109283 loss_giou: 0.485303 loss_class_aux: 4.342238 loss_bbox_aux: 0.726614 loss_giou_aux: 3.042242 loss_class_dn: 0.331925 loss_bbox_dn: 0.105542 loss_giou_dn: 0.372264 loss_class_aux_dn: 1.839154 loss_bbox_aux_dn: 0.666146 loss_giou_aux_dn: 2.106377 loss: 14.854926 eta: 43 days, 14:00:12 batch_cost: 1.0697 data_cost: 0.0024 ips: 7.4790 images/s
[08/09 11:55:26] ppdet.engine INFO: Epoch: [8] [41200/54024] learning_rate: 0.000100 loss_class: 0.662462 loss_bbox: 0.107686 loss_giou: 0.510776 loss_class_aux: 4.044842 loss_bbox_aux: 0.717822 loss_giou_aux: 3.162260 loss_class_dn: 0.337491 loss_bbox_dn: 0.103190 loss_giou_dn: 0.372918 loss_class_aux_dn: 1.816562 loss_bbox_aux_dn: 0.646898 loss_giou_aux_dn: 2.137170 loss: 14.752548 eta: 43 days, 13:56:47 batch_cost: 1.0606 data_cost: 0.0014 ips: 7.5426 images/s
[08/09 11:57:18] ppdet.engine INFO: Epoch: [8] [41300/54024] learning_rate: 0.000100 loss_class: 0.682035 loss_bbox: 0.101723 loss_giou: 0.488664 loss_class_aux: 4.166293 loss_bbox_aux: 0.697936 loss_giou_aux: 3.021537 loss_class_dn: 0.347388 loss_bbox_dn: 0.095940 loss_giou_dn: 0.361062 loss_class_aux_dn: 1.880520 loss_bbox_aux_dn: 0.581717 loss_giou_aux_dn: 2.067850 loss: 14.885406 eta: 43 days, 13:53:49 batch_cost: 1.0725 data_cost: 0.0014 ips: 7.4589 images/s
[08/09 11:59:09] ppdet.engine INFO: Epoch: [8] [41400/54024] learning_rate: 0.000100 loss_class: 0.724415 loss_bbox: 0.106970 loss_giou: 0.475409 loss_class_aux: 4.487480 loss_bbox_aux: 0.709157 loss_giou_aux: 2.974705 loss_class_dn: 0.351760 loss_bbox_dn: 0.108203 loss_giou_dn: 0.370377 loss_class_aux_dn: 1.897312 loss_bbox_aux_dn: 0.651541 loss_giou_aux_dn: 2.126552 loss: 15.646222 eta: 43 days, 13:50:05 batch_cost: 1.0528 data_cost: 0.0014 ips: 7.5991 images/s
[08/09 12:01:00] ppdet.engine INFO: Epoch: [8] [41500/54024] learning_rate: 0.000100 loss_class: 0.704231 loss_bbox: 0.105945 loss_giou: 0.513550 loss_class_aux: 4.364944 loss_bbox_aux: 0.695592 loss_giou_aux: 3.241283 loss_class_dn: 0.360587 loss_bbox_dn: 0.097424 loss_giou_dn: 0.402878 loss_class_aux_dn: 1.976049 loss_bbox_aux_dn: 0.614220 loss_giou_aux_dn: 2.296047 loss: 15.441169 eta: 43 days, 13:46:40 batch_cost: 1.0604 data_cost: 0.0014 ips: 7.5442 images/s
[08/09 12:02:55] ppdet.engine INFO: Epoch: [8] [41600/54024] learning_rate: 0.000100 loss_class: 0.693214 loss_bbox: 0.107037 loss_giou: 0.520537 loss_class_aux: 4.298675 loss_bbox_aux: 0.677104 loss_giou_aux: 3.225418 loss_class_dn: 0.344657 loss_bbox_dn: 0.103417 loss_giou_dn: 0.389317 loss_class_aux_dn: 1.886430 loss_bbox_aux_dn: 0.623319 loss_giou_aux_dn: 2.207481 loss: 15.044834 eta: 43 days, 13:44:35 batch_cost: 1.0958 data_cost: 0.0039 ips: 7.3004 images/s
[08/09 12:05:07] ppdet.engine INFO: Epoch: [8] [41700/54024] learning_rate: 0.000100 loss_class: 0.691418 loss_bbox: 0.115044 loss_giou: 0.467451 loss_class_aux: 4.331872 loss_bbox_aux: 0.741429 loss_giou_aux: 2.868966 loss_class_dn: 0.339464 loss_bbox_dn: 0.103060 loss_giou_dn: 0.363807 loss_class_aux_dn: 1.828180 loss_bbox_aux_dn: 0.648121 loss_giou_aux_dn: 2.074902 loss: 15.113040 eta: 43 days, 13:48:50 batch_cost: 1.2621 data_cost: 0.0014 ips: 6.3388 images/s
[08/09 12:07:00] ppdet.engine INFO: Epoch: [8] [41800/54024] learning_rate: 0.000100 loss_class: 0.679721 loss_bbox: 0.098755 loss_giou: 0.479052 loss_class_aux: 4.253158 loss_bbox_aux: 0.656926 loss_giou_aux: 3.011591 loss_class_dn: 0.339985 loss_bbox_dn: 0.096085 loss_giou_dn: 0.380498 loss_class_aux_dn: 1.840528 loss_bbox_aux_dn: 0.598993 loss_giou_aux_dn: 2.165965 loss: 14.881510 eta: 43 days, 13:46:11 batch_cost: 1.0807 data_cost: 0.0014 ips: 7.4027 images/s
[08/09 12:08:51] ppdet.engine INFO: Epoch: [8] [41900/54024] learning_rate: 0.000100 loss_class: 0.742139 loss_bbox: 0.119450 loss_giou: 0.485697 loss_class_aux: 4.607613 loss_bbox_aux: 0.777399 loss_giou_aux: 3.012196 loss_class_dn: 0.359860 loss_bbox_dn: 0.117941 loss_giou_dn: 0.379208 loss_class_aux_dn: 1.959054 loss_bbox_aux_dn: 0.729358 loss_giou_aux_dn: 2.178787 loss: 15.644191 eta: 43 days, 13:42:39 batch_cost: 1.0577 data_cost: 0.0014 ips: 7.5637 images/s
[08/09 12:10:52] ppdet.engine INFO: Epoch: [8] [42000/54024] learning_rate: 0.000100 loss_class: 0.687855 loss_bbox: 0.110537 loss_giou: 0.477940 loss_class_aux: 4.243983 loss_bbox_aux: 0.705214 loss_giou_aux: 2.972425 loss_class_dn: 0.343133 loss_bbox_dn: 0.096745 loss_giou_dn: 0.366891 loss_class_aux_dn: 1.861962 loss_bbox_aux_dn: 0.597413 loss_giou_aux_dn: 2.126235 loss: 14.933613 eta: 43 days, 13:42:39 batch_cost: 1.1503 data_cost: 0.0080 ips: 6.9549 images/s
[08/09 12:12:45] ppdet.engine INFO: Epoch: [8] [42100/54024] learning_rate: 0.000100 loss_class: 0.703124 loss_bbox: 0.107912 loss_giou: 0.492382 loss_class_aux: 4.290656 loss_bbox_aux: 0.716943 loss_giou_aux: 3.077894 loss_class_dn: 0.353327 loss_bbox_dn: 0.099366 loss_giou_dn: 0.379470 loss_class_aux_dn: 1.890593 loss_bbox_aux_dn: 0.632375 loss_giou_aux_dn: 2.138635 loss: 15.551373 eta: 43 days, 13:40:09 batch_cost: 1.0849 data_cost: 0.0014 ips: 7.3740 images/s
[08/09 12:14:37] ppdet.engine INFO: Epoch: [8] [42200/54024] learning_rate: 0.000100 loss_class: 0.704173 loss_bbox: 0.103530 loss_giou: 0.519280 loss_class_aux: 4.347117 loss_bbox_aux: 0.661750 loss_giou_aux: 3.261899 loss_class_dn: 0.356726 loss_bbox_dn: 0.099344 loss_giou_dn: 0.390259 loss_class_aux_dn: 1.886837 loss_bbox_aux_dn: 0.613456 loss_giou_aux_dn: 2.193413 loss: 15.195982 eta: 43 days, 13:37:00 batch_cost: 1.0674 data_cost: 0.0014 ips: 7.4950 images/s
[08/09 12:16:30] ppdet.engine INFO: Epoch: [8] [42300/54024] learning_rate: 0.000100 loss_class: 0.685870 loss_bbox: 0.108974 loss_giou: 0.503396 loss_class_aux: 4.309665 loss_bbox_aux: 0.696401 loss_giou_aux: 3.163574 loss_class_dn: 0.346949 loss_bbox_dn: 0.099328 loss_giou_dn: 0.394632 loss_class_aux_dn: 1.869255 loss_bbox_aux_dn: 0.608120 loss_giou_aux_dn: 2.254698 loss: 15.152070 eta: 43 days, 13:34:04 batch_cost: 1.0732 data_cost: 0.0014 ips: 7.4543 images/s
[08/09 12:18:27] ppdet.engine INFO: Epoch: [8] [42400/54024] learning_rate: 0.000100 loss_class: 0.682843 loss_bbox: 0.109838 loss_giou: 0.494147 loss_class_aux: 4.150898 loss_bbox_aux: 0.725766 loss_giou_aux: 3.153738 loss_class_dn: 0.342233 loss_bbox_dn: 0.095263 loss_giou_dn: 0.387320 loss_class_aux_dn: 1.876986 loss_bbox_aux_dn: 0.592918 loss_giou_aux_dn: 2.206416 loss: 15.475299 eta: 43 days, 13:32:56 batch_cost: 1.1206 data_cost: 0.0374 ips: 7.1389 images/s
[08/09 12:20:29] ppdet.engine INFO: Epoch: [8] [42500/54024] learning_rate: 0.000100 loss_class: 0.641847 loss_bbox: 0.111664 loss_giou: 0.484110 loss_class_aux: 4.055226 loss_bbox_aux: 0.738354 loss_giou_aux: 2.986351 loss_class_dn: 0.336322 loss_bbox_dn: 0.106937 loss_giou_dn: 0.359333 loss_class_aux_dn: 1.817162 loss_bbox_aux_dn: 0.651027 loss_giou_aux_dn: 2.060055 loss: 14.166282 eta: 43 days, 13:33:25 batch_cost: 1.1638 data_cost: 0.0705 ips: 6.8739 images/s
[08/09 12:22:32] ppdet.engine INFO: Epoch: [8] [42600/54024] learning_rate: 0.000100 loss_class: 0.661620 loss_bbox: 0.112625 loss_giou: 0.481142 loss_class_aux: 4.138313 loss_bbox_aux: 0.709104 loss_giou_aux: 2.970721 loss_class_dn: 0.342027 loss_bbox_dn: 0.107040 loss_giou_dn: 0.359538 loss_class_aux_dn: 1.805843 loss_bbox_aux_dn: 0.623721 loss_giou_aux_dn: 2.040166 loss: 14.616030 eta: 43 days, 13:34:16 batch_cost: 1.1730 data_cost: 0.0014 ips: 6.8200 images/s
[08/09 12:24:32] ppdet.engine INFO: Epoch: [8] [42700/54024] learning_rate: 0.000100 loss_class: 0.724041 loss_bbox: 0.119667 loss_giou: 0.540215 loss_class_aux: 4.488706 loss_bbox_aux: 0.772562 loss_giou_aux: 3.363598 loss_class_dn: 0.367837 loss_bbox_dn: 0.107910 loss_giou_dn: 0.406967 loss_class_aux_dn: 1.959557 loss_bbox_aux_dn: 0.656534 loss_giou_aux_dn: 2.305633 loss: 15.576513 eta: 43 days, 13:34:13 batch_cost: 1.1498 data_cost: 0.0014 ips: 6.9579 images/s
[08/09 12:26:23] ppdet.engine INFO: Epoch: [8] [42800/54024] learning_rate: 0.000100 loss_class: 0.714975 loss_bbox: 0.114243 loss_giou: 0.481078 loss_class_aux: 4.436523 loss_bbox_aux: 0.744069 loss_giou_aux: 2.976114 loss_class_dn: 0.345663 loss_bbox_dn: 0.106896 loss_giou_dn: 0.365687 loss_class_aux_dn: 1.863696 loss_bbox_aux_dn: 0.631478 loss_giou_aux_dn: 2.076390 loss: 15.549470 eta: 43 days, 13:30:36 batch_cost: 1.0552 data_cost: 0.0014 ips: 7.5815 images/s
[08/09 12:28:20] ppdet.engine INFO: Epoch: [8] [42900/54024] learning_rate: 0.000100 loss_class: 0.691439 loss_bbox: 0.109830 loss_giou: 0.476717 loss_class_aux: 4.246937 loss_bbox_aux: 0.713171 loss_giou_aux: 2.962978 loss_class_dn: 0.336715 loss_bbox_dn: 0.103594 loss_giou_dn: 0.363214 loss_class_aux_dn: 1.823693 loss_bbox_aux_dn: 0.642510 loss_giou_aux_dn: 2.088596 loss: 14.524755 eta: 43 days, 13:29:25 batch_cost: 1.1193 data_cost: 0.0013 ips: 7.1470 images/s
[08/09 12:30:10] ppdet.engine INFO: Epoch: [8] [43000/54024] learning_rate: 0.000100 loss_class: 0.695984 loss_bbox: 0.109258 loss_giou: 0.496734 loss_class_aux: 4.267110 loss_bbox_aux: 0.725243 loss_giou_aux: 3.069335 loss_class_dn: 0.353721 loss_bbox_dn: 0.102298 loss_giou_dn: 0.371847 loss_class_aux_dn: 1.920667 loss_bbox_aux_dn: 0.627054 loss_giou_aux_dn: 2.091417 loss: 15.593244 eta: 43 days, 13:25:21 batch_cost: 1.0431 data_cost: 0.0014 ips: 7.6696 images/s
[08/09 12:32:02] ppdet.engine INFO: Epoch: [8] [43100/54024] learning_rate: 0.000100 loss_class: 0.740640 loss_bbox: 0.120407 loss_giou: 0.531650 loss_class_aux: 4.461878 loss_bbox_aux: 0.789613 loss_giou_aux: 3.317099 loss_class_dn: 0.356128 loss_bbox_dn: 0.103020 loss_giou_dn: 0.404248 loss_class_aux_dn: 1.912932 loss_bbox_aux_dn: 0.652284 loss_giou_aux_dn: 2.287633 loss: 15.765297 eta: 43 days, 13:22:12 batch_cost: 1.0675 data_cost: 0.0014 ips: 7.4942 images/s
[08/09 12:33:55] ppdet.engine INFO: Epoch: [8] [43200/54024] learning_rate: 0.000100 loss_class: 0.699863 loss_bbox: 0.110516 loss_giou: 0.526672 loss_class_aux: 4.377087 loss_bbox_aux: 0.712044 loss_giou_aux: 3.252662 loss_class_dn: 0.363536 loss_bbox_dn: 0.108178 loss_giou_dn: 0.408302 loss_class_aux_dn: 1.942789 loss_bbox_aux_dn: 0.654142 loss_giou_aux_dn: 2.332042 loss: 15.893906 eta: 43 days, 13:19:46 batch_cost: 1.0862 data_cost: 0.0014 ips: 7.3654 images/s
[08/09 12:35:46] ppdet.engine INFO: Epoch: [8] [43300/54024] learning_rate: 0.000100 loss_class: 0.680551 loss_bbox: 0.096832 loss_giou: 0.466782 loss_class_aux: 4.214272 loss_bbox_aux: 0.627683 loss_giou_aux: 2.924459 loss_class_dn: 0.344729 loss_bbox_dn: 0.100695 loss_giou_dn: 0.360485 loss_class_aux_dn: 1.844886 loss_bbox_aux_dn: 0.615200 loss_giou_aux_dn: 2.046633 loss: 14.668334 eta: 43 days, 13:16:03 batch_cost: 1.0522 data_cost: 0.0014 ips: 7.6028 images/s
[08/09 12:37:42] ppdet.engine INFO: Epoch: [8] [43400/54024] learning_rate: 0.000100 loss_class: 0.682999 loss_bbox: 0.106122 loss_giou: 0.488859 loss_class_aux: 4.264848 loss_bbox_aux: 0.701812 loss_giou_aux: 3.052010 loss_class_dn: 0.338401 loss_bbox_dn: 0.102873 loss_giou_dn: 0.366629 loss_class_aux_dn: 1.816082 loss_bbox_aux_dn: 0.649608 loss_giou_aux_dn: 2.083063 loss: 14.565767 eta: 43 days, 13:14:35 batch_cost: 1.1122 data_cost: 0.0014 ips: 7.1932 images/s
[08/09 12:39:32] ppdet.engine INFO: Epoch: [8] [43500/54024] learning_rate: 0.000100 loss_class: 0.651087 loss_bbox: 0.102037 loss_giou: 0.450110 loss_class_aux: 4.051291 loss_bbox_aux: 0.691264 loss_giou_aux: 2.769412 loss_class_dn: 0.336576 loss_bbox_dn: 0.103869 loss_giou_dn: 0.348666 loss_class_aux_dn: 1.794124 loss_bbox_aux_dn: 0.636372 loss_giou_aux_dn: 1.999279 loss: 14.587408 eta: 43 days, 13:10:34 batch_cost: 1.0438 data_cost: 0.0014 ips: 7.6642 images/s
[08/09 12:41:24] ppdet.engine INFO: Epoch: [8] [43600/54024] learning_rate: 0.000100 loss_class: 0.715498 loss_bbox: 0.108496 loss_giou: 0.502568 loss_class_aux: 4.472651 loss_bbox_aux: 0.721477 loss_giou_aux: 3.213575 loss_class_dn: 0.360471 loss_bbox_dn: 0.104892 loss_giou_dn: 0.391766 loss_class_aux_dn: 1.928989 loss_bbox_aux_dn: 0.648920 loss_giou_aux_dn: 2.271411 loss: 15.780171 eta: 43 days, 13:07:38 batch_cost: 1.0730 data_cost: 0.0014 ips: 7.4554 images/s
[08/09 12:43:18] ppdet.engine INFO: Epoch: [8] [43700/54024] learning_rate: 0.000100 loss_class: 0.709682 loss_bbox: 0.114353 loss_giou: 0.535924 loss_class_aux: 4.358764 loss_bbox_aux: 0.737930 loss_giou_aux: 3.338978 loss_class_dn: 0.370816 loss_bbox_dn: 0.108678 loss_giou_dn: 0.416433 loss_class_aux_dn: 1.988598 loss_bbox_aux_dn: 0.676326 loss_giou_aux_dn: 2.329583 loss: 16.033056 eta: 43 days, 13:05:03 batch_cost: 1.0822 data_cost: 0.0016 ips: 7.3927 images/s
[08/09 12:45:10] ppdet.engine INFO: Epoch: [8] [43800/54024] learning_rate: 0.000100 loss_class: 0.690754 loss_bbox: 0.105018 loss_giou: 0.459540 loss_class_aux: 4.272765 loss_bbox_aux: 0.708037 loss_giou_aux: 2.840359 loss_class_dn: 0.336936 loss_bbox_dn: 0.099891 loss_giou_dn: 0.356001 loss_class_aux_dn: 1.843082 loss_bbox_aux_dn: 0.611759 loss_giou_aux_dn: 2.033052 loss: 14.647587 eta: 43 days, 13:01:48 batch_cost: 1.0646 data_cost: 0.0013 ips: 7.5146 images/s
[08/09 12:47:30] ppdet.engine INFO: Epoch: [8] [43900/54024] learning_rate: 0.000100 loss_class: 0.730863 loss_bbox: 0.122641 loss_giou: 0.493833 loss_class_aux: 4.531154 loss_bbox_aux: 0.746975 loss_giou_aux: 3.056959 loss_class_dn: 0.369489 loss_bbox_dn: 0.109095 loss_giou_dn: 0.377487 loss_class_aux_dn: 2.000939 loss_bbox_aux_dn: 0.691365 loss_giou_aux_dn: 2.185351 loss: 15.408463 eta: 43 days, 13:09:09 batch_cost: 1.3471 data_cost: 0.2818 ips: 5.9388 images/s
[08/09 12:49:20] ppdet.engine INFO: Epoch: [8] [44000/54024] learning_rate: 0.000100 loss_class: 0.663815 loss_bbox: 0.101958 loss_giou: 0.474063 loss_class_aux: 4.087687 loss_bbox_aux: 0.686911 loss_giou_aux: 2.953790 loss_class_dn: 0.334267 loss_bbox_dn: 0.092004 loss_giou_dn: 0.356482 loss_class_aux_dn: 1.804304 loss_bbox_aux_dn: 0.581043 loss_giou_aux_dn: 2.036326 loss: 14.336482 eta: 43 days, 13:05:24 batch_cost: 1.0513 data_cost: 0.0013 ips: 7.6097 images/s
[08/09 12:51:14] ppdet.engine INFO: Epoch: [8] [44100/54024] learning_rate: 0.000100 loss_class: 0.697981 loss_bbox: 0.107101 loss_giou: 0.483784 loss_class_aux: 4.323285 loss_bbox_aux: 0.703290 loss_giou_aux: 2.997684 loss_class_dn: 0.340235 loss_bbox_dn: 0.101768 loss_giou_dn: 0.372876 loss_class_aux_dn: 1.841016 loss_bbox_aux_dn: 0.645919 loss_giou_aux_dn: 2.155762 loss: 15.248507 eta: 43 days, 13:03:02 batch_cost: 1.0880 data_cost: 0.0014 ips: 7.3527 images/s
[08/09 12:53:04] ppdet.engine INFO: Epoch: [8] [44200/54024] learning_rate: 0.000100 loss_class: 0.688946 loss_bbox: 0.108532 loss_giou: 0.491752 loss_class_aux: 4.270647 loss_bbox_aux: 0.702889 loss_giou_aux: 3.050186 loss_class_dn: 0.350553 loss_bbox_dn: 0.106628 loss_giou_dn: 0.362052 loss_class_aux_dn: 1.879672 loss_bbox_aux_dn: 0.638520 loss_giou_aux_dn: 2.081395 loss: 14.961391 eta: 43 days, 12:59:13 batch_cost: 1.0491 data_cost: 0.0014 ips: 7.6254 images/s
[08/09 12:55:00] ppdet.engine INFO: Epoch: [8] [44300/54024] learning_rate: 0.000100 loss_class: 0.692715 loss_bbox: 0.113595 loss_giou: 0.522951 loss_class_aux: 4.311636 loss_bbox_aux: 0.751499 loss_giou_aux: 3.260210 loss_class_dn: 0.359403 loss_bbox_dn: 0.101835 loss_giou_dn: 0.390420 loss_class_aux_dn: 1.927772 loss_bbox_aux_dn: 0.626209 loss_giou_aux_dn: 2.217005 loss: 15.564046 eta: 43 days, 12:57:13 batch_cost: 1.0977 data_cost: 0.0014 ips: 7.2877 images/s
[08/09 12:56:52] ppdet.engine INFO: Epoch: [8] [44400/54024] learning_rate: 0.000100 loss_class: 0.668129 loss_bbox: 0.107525 loss_giou: 0.523583 loss_class_aux: 4.137933 loss_bbox_aux: 0.699415 loss_giou_aux: 3.220593 loss_class_dn: 0.350828 loss_bbox_dn: 0.101946 loss_giou_dn: 0.377879 loss_class_aux_dn: 1.871762 loss_bbox_aux_dn: 0.631812 loss_giou_aux_dn: 2.163195 loss: 14.725513 eta: 43 days, 12:54:23 batch_cost: 1.0756 data_cost: 0.0014 ips: 7.4376 images/s
[08/09 12:58:46] ppdet.engine INFO: Epoch: [8] [44500/54024] learning_rate: 0.000100 loss_class: 0.651735 loss_bbox: 0.117578 loss_giou: 0.464791 loss_class_aux: 4.119723 loss_bbox_aux: 0.769276 loss_giou_aux: 2.934754 loss_class_dn: 0.337121 loss_bbox_dn: 0.100781 loss_giou_dn: 0.355892 loss_class_aux_dn: 1.832719 loss_bbox_aux_dn: 0.626101 loss_giou_aux_dn: 2.047165 loss: 15.381283 eta: 43 days, 12:52:03 batch_cost: 1.0885 data_cost: 0.0014 ips: 7.3498 images/s
[08/09 13:00:43] ppdet.engine INFO: Epoch: [8] [44600/54024] learning_rate: 0.000100 loss_class: 0.731523 loss_bbox: 0.106638 loss_giou: 0.483181 loss_class_aux: 4.589282 loss_bbox_aux: 0.706631 loss_giou_aux: 2.983482 loss_class_dn: 0.356476 loss_bbox_dn: 0.100561 loss_giou_dn: 0.375636 loss_class_aux_dn: 1.934926 loss_bbox_aux_dn: 0.597185 loss_giou_aux_dn: 2.160635 loss: 15.216870 eta: 43 days, 12:50:51 batch_cost: 1.1194 data_cost: 0.0013 ips: 7.1468 images/s
[08/09 13:02:35] ppdet.engine INFO: Epoch: [8] [44700/54024] learning_rate: 0.000100 loss_class: 0.690812 loss_bbox: 0.111068 loss_giou: 0.471877 loss_class_aux: 4.355503 loss_bbox_aux: 0.717197 loss_giou_aux: 2.961147 loss_class_dn: 0.356104 loss_bbox_dn: 0.106029 loss_giou_dn: 0.365581 loss_class_aux_dn: 1.921789 loss_bbox_aux_dn: 0.637488 loss_giou_aux_dn: 2.116390 loss: 15.460452 eta: 43 days, 12:47:42 batch_cost: 1.0667 data_cost: 0.0028 ips: 7.4999 images/s
[08/09 13:04:27] ppdet.engine INFO: Epoch: [8] [44800/54024] learning_rate: 0.000100 loss_class: 0.711720 loss_bbox: 0.114231 loss_giou: 0.476628 loss_class_aux: 4.373998 loss_bbox_aux: 0.736866 loss_giou_aux: 2.958330 loss_class_dn: 0.348373 loss_bbox_dn: 0.103846 loss_giou_dn: 0.362436 loss_class_aux_dn: 1.905012 loss_bbox_aux_dn: 0.649728 loss_giou_aux_dn: 2.090111 loss: 15.489789 eta: 43 days, 12:44:44 batch_cost: 1.0720 data_cost: 0.0014 ips: 7.4626 images/s
[08/09 13:06:24] ppdet.engine INFO: Epoch: [8] [44900/54024] learning_rate: 0.000100 loss_class: 0.687975 loss_bbox: 0.103830 loss_giou: 0.461929 loss_class_aux: 4.320225 loss_bbox_aux: 0.692935 loss_giou_aux: 2.920743 loss_class_dn: 0.333047 loss_bbox_dn: 0.099008 loss_giou_dn: 0.365376 loss_class_aux_dn: 1.796197 loss_bbox_aux_dn: 0.591627 loss_giou_aux_dn: 2.080058 loss: 14.688270 eta: 43 days, 12:43:35 batch_cost: 1.1202 data_cost: 0.0146 ips: 7.1416 images/s
[08/09 13:08:17] ppdet.engine INFO: Epoch: [8] [45000/54024] learning_rate: 0.000100 loss_class: 0.692934 loss_bbox: 0.115797 loss_giou: 0.502015 loss_class_aux: 4.274570 loss_bbox_aux: 0.741888 loss_giou_aux: 3.109877 loss_class_dn: 0.351138 loss_bbox_dn: 0.115182 loss_giou_dn: 0.383145 loss_class_aux_dn: 1.882078 loss_bbox_aux_dn: 0.693652 loss_giou_aux_dn: 2.212558 loss: 15.464426 eta: 43 days, 12:40:29 batch_cost: 1.0684 data_cost: 0.0014 ips: 7.4881 images/s
[08/09 13:10:08] ppdet.engine INFO: Epoch: [8] [45100/54024] learning_rate: 0.000100 loss_class: 0.703226 loss_bbox: 0.117737 loss_giou: 0.520029 loss_class_aux: 4.439649 loss_bbox_aux: 0.753355 loss_giou_aux: 3.210594 loss_class_dn: 0.363727 loss_bbox_dn: 0.111618 loss_giou_dn: 0.404357 loss_class_aux_dn: 1.961633 loss_bbox_aux_dn: 0.671572 loss_giou_aux_dn: 2.335616 loss: 15.737846 eta: 43 days, 12:36:56 batch_cost: 1.0558 data_cost: 0.0014 ips: 7.5770 images/s
[08/09 13:11:58] ppdet.engine INFO: Epoch: [8] [45200/54024] learning_rate: 0.000100 loss_class: 0.743031 loss_bbox: 0.107178 loss_giou: 0.527009 loss_class_aux: 4.569471 loss_bbox_aux: 0.696265 loss_giou_aux: 3.249641 loss_class_dn: 0.361807 loss_bbox_dn: 0.103936 loss_giou_dn: 0.392089 loss_class_aux_dn: 1.944331 loss_bbox_aux_dn: 0.630848 loss_giou_aux_dn: 2.234304 loss: 15.405695 eta: 43 days, 12:33:06 batch_cost: 1.0482 data_cost: 0.0014 ips: 7.6320 images/s
[08/09 13:14:07] ppdet.engine INFO: Epoch: [8] [45300/54024] learning_rate: 0.000100 loss_class: 0.682774 loss_bbox: 0.106752 loss_giou: 0.494214 loss_class_aux: 4.172838 loss_bbox_aux: 0.684710 loss_giou_aux: 3.130474 loss_class_dn: 0.346245 loss_bbox_dn: 0.093712 loss_giou_dn: 0.378902 loss_class_aux_dn: 1.886017 loss_bbox_aux_dn: 0.586653 loss_giou_aux_dn: 2.133525 loss: 15.098274 eta: 43 days, 12:36:31 batch_cost: 1.2434 data_cost: 0.0014 ips: 6.4338 images/s
[08/09 13:16:01] ppdet.engine INFO: Epoch: [8] [45400/54024] learning_rate: 0.000100 loss_class: 0.748900 loss_bbox: 0.109304 loss_giou: 0.516218 loss_class_aux: 4.673381 loss_bbox_aux: 0.712931 loss_giou_aux: 3.278542 loss_class_dn: 0.386746 loss_bbox_dn: 0.096652 loss_giou_dn: 0.409630 loss_class_aux_dn: 2.095382 loss_bbox_aux_dn: 0.622254 loss_giou_aux_dn: 2.336431 loss: 16.369598 eta: 43 days, 12:33:55 batch_cost: 1.0815 data_cost: 0.0016 ips: 7.3971 images/s
[08/09 13:17:54] ppdet.engine INFO: Epoch: [8] [45500/54024] learning_rate: 0.000100 loss_class: 0.671840 loss_bbox: 0.110785 loss_giou: 0.472939 loss_class_aux: 4.216012 loss_bbox_aux: 0.713358 loss_giou_aux: 2.956242 loss_class_dn: 0.327319 loss_bbox_dn: 0.103999 loss_giou_dn: 0.367248 loss_class_aux_dn: 1.786455 loss_bbox_aux_dn: 0.633828 loss_giou_aux_dn: 2.079098 loss: 14.765316 eta: 43 days, 12:31:09 batch_cost: 1.0770 data_cost: 0.0038 ips: 7.4281 images/s
[08/09 13:19:51] ppdet.engine INFO: Epoch: [8] [45600/54024] learning_rate: 0.000100 loss_class: 0.720857 loss_bbox: 0.108437 loss_giou: 0.497631 loss_class_aux: 4.439002 loss_bbox_aux: 0.706353 loss_giou_aux: 3.150408 loss_class_dn: 0.346142 loss_bbox_dn: 0.103357 loss_giou_dn: 0.382559 loss_class_aux_dn: 1.871386 loss_bbox_aux_dn: 0.622647 loss_giou_aux_dn: 2.219787 loss: 15.323292 eta: 43 days, 12:29:55 batch_cost: 1.1187 data_cost: 0.0013 ips: 7.1514 images/s
[08/09 13:21:47] ppdet.engine INFO: Epoch: [8] [45700/54024] learning_rate: 0.000100 loss_class: 0.666358 loss_bbox: 0.115200 loss_giou: 0.492449 loss_class_aux: 4.168731 loss_bbox_aux: 0.732245 loss_giou_aux: 2.977484 loss_class_dn: 0.344718 loss_bbox_dn: 0.113760 loss_giou_dn: 0.366758 loss_class_aux_dn: 1.862512 loss_bbox_aux_dn: 0.697901 loss_giou_aux_dn: 2.110397 loss: 15.248205 eta: 43 days, 12:28:19 batch_cost: 1.1083 data_cost: 0.0014 ips: 7.2182 images/s
[08/09 13:23:44] ppdet.engine INFO: Epoch: [8] [45800/54024] learning_rate: 0.000100 loss_class: 0.691259 loss_bbox: 0.098109 loss_giou: 0.502982 loss_class_aux: 4.250227 loss_bbox_aux: 0.655874 loss_giou_aux: 3.147454 loss_class_dn: 0.349852 loss_bbox_dn: 0.094606 loss_giou_dn: 0.376496 loss_class_aux_dn: 1.889408 loss_bbox_aux_dn: 0.579511 loss_giou_aux_dn: 2.167945 loss: 14.980789 eta: 43 days, 12:27:18 batch_cost: 1.1243 data_cost: 0.0019 ips: 7.1152 images/s
[08/09 13:25:36] ppdet.engine INFO: Epoch: [8] [45900/54024] learning_rate: 0.000100 loss_class: 0.720491 loss_bbox: 0.117548 loss_giou: 0.499844 loss_class_aux: 4.395724 loss_bbox_aux: 0.759186 loss_giou_aux: 3.099839 loss_class_dn: 0.365432 loss_bbox_dn: 0.107081 loss_giou_dn: 0.383333 loss_class_aux_dn: 1.949907 loss_bbox_aux_dn: 0.675625 loss_giou_aux_dn: 2.185260 loss: 15.510394 eta: 43 days, 12:24:04 batch_cost: 1.0641 data_cost: 0.0014 ips: 7.5179 images/s
[08/09 13:27:26] ppdet.engine INFO: Epoch: [8] [46000/54024] learning_rate: 0.000100 loss_class: 0.710594 loss_bbox: 0.108342 loss_giou: 0.510079 loss_class_aux: 4.408475 loss_bbox_aux: 0.721924 loss_giou_aux: 3.159752 loss_class_dn: 0.364449 loss_bbox_dn: 0.101647 loss_giou_dn: 0.399827 loss_class_aux_dn: 1.951928 loss_bbox_aux_dn: 0.632165 loss_giou_aux_dn: 2.318456 loss: 15.866718 eta: 43 days, 12:20:14 batch_cost: 1.0480 data_cost: 0.0014 ips: 7.6338 images/s
[08/09 13:29:17] ppdet.engine INFO: Epoch: [8] [46100/54024] learning_rate: 0.000100 loss_class: 0.714966 loss_bbox: 0.108373 loss_giou: 0.467092 loss_class_aux: 4.389117 loss_bbox_aux: 0.722108 loss_giou_aux: 2.989148 loss_class_dn: 0.347160 loss_bbox_dn: 0.101813 loss_giou_dn: 0.365624 loss_class_aux_dn: 1.872179 loss_bbox_aux_dn: 0.659501 loss_giou_aux_dn: 2.110915 loss: 15.171068 eta: 43 days, 12:16:41 batch_cost: 1.0557 data_cost: 0.0014 ips: 7.5780 images/s
[08/09 13:31:06] ppdet.engine INFO: Epoch: [8] [46200/54024] learning_rate: 0.000100 loss_class: 0.692361 loss_bbox: 0.110903 loss_giou: 0.481466 loss_class_aux: 4.376937 loss_bbox_aux: 0.740065 loss_giou_aux: 3.069397 loss_class_dn: 0.337851 loss_bbox_dn: 0.105045 loss_giou_dn: 0.377016 loss_class_aux_dn: 1.826065 loss_bbox_aux_dn: 0.612696 loss_giou_aux_dn: 2.166434 loss: 14.951381 eta: 43 days, 12:12:48 batch_cost: 1.0465 data_cost: 0.0013 ips: 7.6446 images/s
[08/09 13:32:56] ppdet.engine INFO: Epoch: [8] [46300/54024] learning_rate: 0.000100 loss_class: 0.680715 loss_bbox: 0.111323 loss_giou: 0.533002 loss_class_aux: 4.294288 loss_bbox_aux: 0.727183 loss_giou_aux: 3.293936 loss_class_dn: 0.339983 loss_bbox_dn: 0.104479 loss_giou_dn: 0.392338 loss_class_aux_dn: 1.839845 loss_bbox_aux_dn: 0.651835 loss_giou_aux_dn: 2.228693 loss: 15.160002 eta: 43 days, 12:09:02 batch_cost: 1.0494 data_cost: 0.0014 ips: 7.6234 images/s
[08/09 13:34:47] ppdet.engine INFO: Epoch: [8] [46400/54024] learning_rate: 0.000100 loss_class: 0.676473 loss_bbox: 0.107383 loss_giou: 0.484929 loss_class_aux: 4.233406 loss_bbox_aux: 0.700210 loss_giou_aux: 3.042695 loss_class_dn: 0.338038 loss_bbox_dn: 0.098531 loss_giou_dn: 0.377709 loss_class_aux_dn: 1.834402 loss_bbox_aux_dn: 0.599281 loss_giou_aux_dn: 2.146929 loss: 14.929098 eta: 43 days, 12:05:38 batch_cost: 1.0596 data_cost: 0.0013 ips: 7.5499 images/s
[08/09 13:36:42] ppdet.engine INFO: Epoch: [8] [46500/54024] learning_rate: 0.000100 loss_class: 0.681176 loss_bbox: 0.116745 loss_giou: 0.516760 loss_class_aux: 4.356102 loss_bbox_aux: 0.718305 loss_giou_aux: 3.223219 loss_class_dn: 0.346330 loss_bbox_dn: 0.102127 loss_giou_dn: 0.378880 loss_class_aux_dn: 1.845666 loss_bbox_aux_dn: 0.638926 loss_giou_aux_dn: 2.175208 loss: 15.310356 eta: 43 days, 12:03:41 batch_cost: 1.0987 data_cost: 0.0013 ips: 7.2812 images/s
[08/09 13:38:36] ppdet.engine INFO: Epoch: [8] [46600/54024] learning_rate: 0.000100 loss_class: 0.723936 loss_bbox: 0.112116 loss_giou: 0.485408 loss_class_aux: 4.442012 loss_bbox_aux: 0.726745 loss_giou_aux: 3.000088 loss_class_dn: 0.364710 loss_bbox_dn: 0.102107 loss_giou_dn: 0.381560 loss_class_aux_dn: 1.977595 loss_bbox_aux_dn: 0.621381 loss_giou_aux_dn: 2.182664 loss: 15.630939 eta: 43 days, 12:01:09 batch_cost: 1.0829 data_cost: 0.0014 ips: 7.3875 images/s
[08/09 13:40:26] ppdet.engine INFO: Epoch: [8] [46700/54024] learning_rate: 0.000100 loss_class: 0.680826 loss_bbox: 0.100612 loss_giou: 0.472096 loss_class_aux: 4.263781 loss_bbox_aux: 0.669322 loss_giou_aux: 2.925150 loss_class_dn: 0.335447 loss_bbox_dn: 0.093855 loss_giou_dn: 0.354372 loss_class_aux_dn: 1.815679 loss_bbox_aux_dn: 0.593190 loss_giou_aux_dn: 2.046709 loss: 14.836247 eta: 43 days, 11:57:25 batch_cost: 1.0501 data_cost: 0.0014 ips: 7.6180 images/s
[08/09 13:42:21] ppdet.engine INFO: Epoch: [8] [46800/54024] learning_rate: 0.000100 loss_class: 0.678165 loss_bbox: 0.110836 loss_giou: 0.555444 loss_class_aux: 4.237947 loss_bbox_aux: 0.717186 loss_giou_aux: 3.468743 loss_class_dn: 0.354072 loss_bbox_dn: 0.097930 loss_giou_dn: 0.425520 loss_class_aux_dn: 1.892498 loss_bbox_aux_dn: 0.617923 loss_giou_aux_dn: 2.416551 loss: 15.751652 eta: 43 days, 11:55:19 batch_cost: 1.0949 data_cost: 0.0014 ips: 7.3068 images/s
[08/09 13:44:13] ppdet.engine INFO: Epoch: [8] [46900/54024] learning_rate: 0.000100 loss_class: 0.662650 loss_bbox: 0.099424 loss_giou: 0.444010 loss_class_aux: 4.049182 loss_bbox_aux: 0.671286 loss_giou_aux: 2.746832 loss_class_dn: 0.327969 loss_bbox_dn: 0.093622 loss_giou_dn: 0.348516 loss_class_aux_dn: 1.765729 loss_bbox_aux_dn: 0.582266 loss_giou_aux_dn: 2.037679 loss: 14.278098 eta: 43 days, 11:51:58 batch_cost: 1.0607 data_cost: 0.0014 ips: 7.5425 images/s
[08/09 13:46:04] ppdet.engine INFO: Epoch: [8] [47000/54024] learning_rate: 0.000100 loss_class: 0.648600 loss_bbox: 0.109166 loss_giou: 0.481767 loss_class_aux: 4.094036 loss_bbox_aux: 0.697060 loss_giou_aux: 3.006205 loss_class_dn: 0.344050 loss_bbox_dn: 0.099713 loss_giou_dn: 0.367145 loss_class_aux_dn: 1.837141 loss_bbox_aux_dn: 0.608312 loss_giou_aux_dn: 2.131254 loss: 15.185042 eta: 43 days, 11:48:32 batch_cost: 1.0583 data_cost: 0.0014 ips: 7.5593 images/s
[08/09 13:47:58] ppdet.engine INFO: Epoch: [8] [47100/54024] learning_rate: 0.000100 loss_class: 0.683597 loss_bbox: 0.104175 loss_giou: 0.502938 loss_class_aux: 4.212834 loss_bbox_aux: 0.686205 loss_giou_aux: 3.146966 loss_class_dn: 0.346052 loss_bbox_dn: 0.103812 loss_giou_dn: 0.377304 loss_class_aux_dn: 1.887685 loss_bbox_aux_dn: 0.628064 loss_giou_aux_dn: 2.143869 loss: 15.318187 eta: 43 days, 11:46:27 batch_cost: 1.0952 data_cost: 0.0020 ips: 7.3046 images/s
[08/09 13:49:46] ppdet.engine INFO: Epoch: [8] [47200/54024] learning_rate: 0.000100 loss_class: 0.652332 loss_bbox: 0.100966 loss_giou: 0.455084 loss_class_aux: 4.054106 loss_bbox_aux: 0.682306 loss_giou_aux: 2.922536 loss_class_dn: 0.333571 loss_bbox_dn: 0.103576 loss_giou_dn: 0.352616 loss_class_aux_dn: 1.826930 loss_bbox_aux_dn: 0.629321 loss_giou_aux_dn: 2.018485 loss: 14.330082 eta: 43 days, 11:41:56 batch_cost: 1.0285 data_cost: 0.0014 ips: 7.7782 images/s
[08/09 13:51:47] ppdet.engine INFO: Epoch: [8] [47300/54024] learning_rate: 0.000100 loss_class: 0.728576 loss_bbox: 0.115384 loss_giou: 0.530600 loss_class_aux: 4.515807 loss_bbox_aux: 0.737976 loss_giou_aux: 3.315589 loss_class_dn: 0.364278 loss_bbox_dn: 0.108602 loss_giou_dn: 0.404458 loss_class_aux_dn: 1.972421 loss_bbox_aux_dn: 0.665296 loss_giou_aux_dn: 2.308008 loss: 16.031695 eta: 43 days, 11:42:08 batch_cost: 1.1574 data_cost: 0.0013 ips: 6.9118 images/s
[08/09 13:53:38] ppdet.engine INFO: Epoch: [8] [47400/54024] learning_rate: 0.000100 loss_class: 0.714256 loss_bbox: 0.110828 loss_giou: 0.526920 loss_class_aux: 4.483211 loss_bbox_aux: 0.699635 loss_giou_aux: 3.255364 loss_class_dn: 0.358260 loss_bbox_dn: 0.098785 loss_giou_dn: 0.403354 loss_class_aux_dn: 1.907392 loss_bbox_aux_dn: 0.601647 loss_giou_aux_dn: 2.284742 loss: 15.500227 eta: 43 days, 11:38:40 batch_cost: 1.0568 data_cost: 0.0014 ips: 7.5697 images/s
[08/09 13:55:36] ppdet.engine INFO: Epoch: [8] [47500/54024] learning_rate: 0.000100 loss_class: 0.661901 loss_bbox: 0.102555 loss_giou: 0.510413 loss_class_aux: 4.100670 loss_bbox_aux: 0.663303 loss_giou_aux: 3.147751 loss_class_dn: 0.342811 loss_bbox_dn: 0.098637 loss_giou_dn: 0.371136 loss_class_aux_dn: 1.834459 loss_bbox_aux_dn: 0.613088 loss_giou_aux_dn: 2.107393 loss: 14.868610 eta: 43 days, 11:37:51 batch_cost: 1.1296 data_cost: 0.0016 ips: 7.0819 images/s
[08/09 13:57:28] ppdet.engine INFO: Epoch: [8] [47600/54024] learning_rate: 0.000100 loss_class: 0.675269 loss_bbox: 0.107991 loss_giou: 0.486309 loss_class_aux: 4.167131 loss_bbox_aux: 0.714787 loss_giou_aux: 2.973843 loss_class_dn: 0.334978 loss_bbox_dn: 0.101141 loss_giou_dn: 0.356293 loss_class_aux_dn: 1.791349 loss_bbox_aux_dn: 0.623744 loss_giou_aux_dn: 2.053430 loss: 14.836473 eta: 43 days, 11:34:51 batch_cost: 1.0701 data_cost: 0.0015 ips: 7.4760 images/s
[08/09 13:59:15] ppdet.engine INFO: Epoch: [8] [47700/54024] learning_rate: 0.000100 loss_class: 0.673360 loss_bbox: 0.110581 loss_giou: 0.469085 loss_class_aux: 4.172290 loss_bbox_aux: 0.710854 loss_giou_aux: 2.907499 loss_class_dn: 0.344645 loss_bbox_dn: 0.094379 loss_giou_dn: 0.357069 loss_class_aux_dn: 1.855051 loss_bbox_aux_dn: 0.588182 loss_giou_aux_dn: 2.106109 loss: 14.671300 eta: 43 days, 11:30:00 batch_cost: 1.0191 data_cost: 0.0014 ips: 7.8499 images/s
[08/09 14:01:03] ppdet.engine INFO: Epoch: [8] [47800/54024] learning_rate: 0.000100 loss_class: 0.686412 loss_bbox: 0.109875 loss_giou: 0.506749 loss_class_aux: 4.267275 loss_bbox_aux: 0.728927 loss_giou_aux: 3.156401 loss_class_dn: 0.356408 loss_bbox_dn: 0.099273 loss_giou_dn: 0.372225 loss_class_aux_dn: 1.914843 loss_bbox_aux_dn: 0.635326 loss_giou_aux_dn: 2.136568 loss: 15.437219 eta: 43 days, 11:25:25 batch_cost: 1.0266 data_cost: 0.0014 ips: 7.7927 images/s
[08/09 14:03:00] ppdet.engine INFO: Epoch: [8] [47900/54024] learning_rate: 0.000100 loss_class: 0.734645 loss_bbox: 0.116740 loss_giou: 0.535912 loss_class_aux: 4.542275 loss_bbox_aux: 0.794048 loss_giou_aux: 3.378423 loss_class_dn: 0.373577 loss_bbox_dn: 0.105388 loss_giou_dn: 0.403032 loss_class_aux_dn: 2.033827 loss_bbox_aux_dn: 0.671595 loss_giou_aux_dn: 2.302782 loss: 16.271898 eta: 43 days, 11:24:22 batch_cost: 1.1229 data_cost: 0.0013 ips: 7.1244 images/s
[08/09 14:04:54] ppdet.engine INFO: Epoch: [8] [48000/54024] learning_rate: 0.000100 loss_class: 0.711127 loss_bbox: 0.114376 loss_giou: 0.538000 loss_class_aux: 4.371104 loss_bbox_aux: 0.722832 loss_giou_aux: 3.401522 loss_class_dn: 0.356188 loss_bbox_dn: 0.099853 loss_giou_dn: 0.411693 loss_class_aux_dn: 1.916113 loss_bbox_aux_dn: 0.643569 loss_giou_aux_dn: 2.398604 loss: 15.555740 eta: 43 days, 11:21:49 batch_cost: 1.0821 data_cost: 0.0014 ips: 7.3933 images/s
[08/09 14:06:53] ppdet.engine INFO: Epoch: [8] [48100/54024] learning_rate: 0.000100 loss_class: 0.675226 loss_bbox: 0.106521 loss_giou: 0.472913 loss_class_aux: 4.358687 loss_bbox_aux: 0.697519 loss_giou_aux: 2.930983 loss_class_dn: 0.328775 loss_bbox_dn: 0.098164 loss_giou_dn: 0.364506 loss_class_aux_dn: 1.795232 loss_bbox_aux_dn: 0.607837 loss_giou_aux_dn: 2.105862 loss: 14.750844 eta: 43 days, 11:21:26 batch_cost: 1.1415 data_cost: 0.0014 ips: 7.0085 images/s
[08/09 14:08:53] ppdet.engine INFO: Epoch: [8] [48200/54024] learning_rate: 0.000100 loss_class: 0.709195 loss_bbox: 0.105389 loss_giou: 0.453016 loss_class_aux: 4.387667 loss_bbox_aux: 0.697803 loss_giou_aux: 2.819811 loss_class_dn: 0.336358 loss_bbox_dn: 0.100595 loss_giou_dn: 0.359230 loss_class_aux_dn: 1.836424 loss_bbox_aux_dn: 0.623807 loss_giou_aux_dn: 2.064413 loss: 14.799632 eta: 43 days, 11:21:20 batch_cost: 1.1494 data_cost: 0.0035 ips: 6.9600 images/s
[08/09 14:10:44] ppdet.engine INFO: Epoch: [8] [48300/54024] learning_rate: 0.000100 loss_class: 0.708473 loss_bbox: 0.113290 loss_giou: 0.522186 loss_class_aux: 4.437612 loss_bbox_aux: 0.730246 loss_giou_aux: 3.408760 loss_class_dn: 0.364493 loss_bbox_dn: 0.101455 loss_giou_dn: 0.398456 loss_class_aux_dn: 1.971348 loss_bbox_aux_dn: 0.603502 loss_giou_aux_dn: 2.289345 loss: 16.167014 eta: 43 days, 11:17:47 batch_cost: 1.0549 data_cost: 0.0014 ips: 7.5833 images/s
[08/09 14:12:34] ppdet.engine INFO: Epoch: [8] [48400/54024] learning_rate: 0.000100 loss_class: 0.692851 loss_bbox: 0.112231 loss_giou: 0.531296 loss_class_aux: 4.336178 loss_bbox_aux: 0.719558 loss_giou_aux: 3.323119 loss_class_dn: 0.349793 loss_bbox_dn: 0.104089 loss_giou_dn: 0.393273 loss_class_aux_dn: 1.901463 loss_bbox_aux_dn: 0.660640 loss_giou_aux_dn: 2.235318 loss: 15.527694 eta: 43 days, 11:14:19 batch_cost: 1.0565 data_cost: 0.0014 ips: 7.5724 images/s
[08/09 14:14:43] ppdet.engine INFO: Epoch: [8] [48500/54024] learning_rate: 0.000100 loss_class: 0.700944 loss_bbox: 0.111530 loss_giou: 0.500332 loss_class_aux: 4.405601 loss_bbox_aux: 0.741704 loss_giou_aux: 3.096401 loss_class_dn: 0.354510 loss_bbox_dn: 0.107455 loss_giou_dn: 0.377968 loss_class_aux_dn: 1.893933 loss_bbox_aux_dn: 0.682304 loss_giou_aux_dn: 2.153054 loss: 15.437743 eta: 43 days, 11:17:08 batch_cost: 1.2300 data_cost: 0.0014 ips: 6.5041 images/s
[08/09 14:16:36] ppdet.engine INFO: Epoch: [8] [48600/54024] learning_rate: 0.000100 loss_class: 0.670289 loss_bbox: 0.109710 loss_giou: 0.462232 loss_class_aux: 4.257486 loss_bbox_aux: 0.698645 loss_giou_aux: 2.912135 loss_class_dn: 0.331026 loss_bbox_dn: 0.100766 loss_giou_dn: 0.362533 loss_class_aux_dn: 1.811245 loss_bbox_aux_dn: 0.630364 loss_giou_aux_dn: 2.056066 loss: 14.709125 eta: 43 days, 11:14:32 batch_cost: 1.0808 data_cost: 0.0015 ips: 7.4021 images/s
[08/09 14:18:39] ppdet.engine INFO: Epoch: [8] [48700/54024] learning_rate: 0.000100 loss_class: 0.681122 loss_bbox: 0.113264 loss_giou: 0.500622 loss_class_aux: 4.228235 loss_bbox_aux: 0.735926 loss_giou_aux: 3.144687 loss_class_dn: 0.345752 loss_bbox_dn: 0.110171 loss_giou_dn: 0.392718 loss_class_aux_dn: 1.871920 loss_bbox_aux_dn: 0.671081 loss_giou_aux_dn: 2.252216 loss: 15.403516 eta: 43 days, 11:15:20 batch_cost: 1.1744 data_cost: 0.0014 ips: 6.8122 images/s
[08/09 14:20:30] ppdet.engine INFO: Epoch: [8] [48800/54024] learning_rate: 0.000100 loss_class: 0.676776 loss_bbox: 0.103504 loss_giou: 0.455935 loss_class_aux: 4.224185 loss_bbox_aux: 0.665267 loss_giou_aux: 2.843944 loss_class_dn: 0.330312 loss_bbox_dn: 0.098551 loss_giou_dn: 0.361745 loss_class_aux_dn: 1.780634 loss_bbox_aux_dn: 0.626244 loss_giou_aux_dn: 2.059702 loss: 14.050679 eta: 43 days, 11:11:56 batch_cost: 1.0585 data_cost: 0.0014 ips: 7.5575 images/s
[08/09 14:22:25] ppdet.engine INFO: Epoch: [8] [48900/54024] learning_rate: 0.000100 loss_class: 0.686031 loss_bbox: 0.109621 loss_giou: 0.473685 loss_class_aux: 4.269891 loss_bbox_aux: 0.708685 loss_giou_aux: 2.954482 loss_class_dn: 0.347556 loss_bbox_dn: 0.103237 loss_giou_dn: 0.366142 loss_class_aux_dn: 1.896757 loss_bbox_aux_dn: 0.633426 loss_giou_aux_dn: 2.100678 loss: 14.658676 eta: 43 days, 11:10:04 batch_cost: 1.1010 data_cost: 0.0014 ips: 7.2660 images/s
[08/09 14:24:17] ppdet.engine INFO: Epoch: [8] [49000/54024] learning_rate: 0.000100 loss_class: 0.697521 loss_bbox: 0.108337 loss_giou: 0.487736 loss_class_aux: 4.366655 loss_bbox_aux: 0.728292 loss_giou_aux: 3.077250 loss_class_dn: 0.353294 loss_bbox_dn: 0.104786 loss_giou_dn: 0.383308 loss_class_aux_dn: 1.889194 loss_bbox_aux_dn: 0.622188 loss_giou_aux_dn: 2.192322 loss: 14.995816 eta: 43 days, 11:06:53 batch_cost: 1.0643 data_cost: 0.0014 ips: 7.5168 images/s
[08/09 14:26:14] ppdet.engine INFO: Epoch: [8] [49100/54024] learning_rate: 0.000100 loss_class: 0.711624 loss_bbox: 0.107173 loss_giou: 0.494090 loss_class_aux: 4.430826 loss_bbox_aux: 0.696055 loss_giou_aux: 3.123681 loss_class_dn: 0.350901 loss_bbox_dn: 0.099310 loss_giou_dn: 0.379370 loss_class_aux_dn: 1.907809 loss_bbox_aux_dn: 0.605549 loss_giou_aux_dn: 2.171942 loss: 14.926228 eta: 43 days, 11:05:50 batch_cost: 1.1237 data_cost: 0.0014 ips: 7.1194 images/s
[08/09 14:28:06] ppdet.engine INFO: Epoch: [8] [49200/54024] learning_rate: 0.000100 loss_class: 0.692882 loss_bbox: 0.108365 loss_giou: 0.484471 loss_class_aux: 4.307559 loss_bbox_aux: 0.705232 loss_giou_aux: 3.009309 loss_class_dn: 0.339546 loss_bbox_dn: 0.102082 loss_giou_dn: 0.377201 loss_class_aux_dn: 1.842743 loss_bbox_aux_dn: 0.641111 loss_giou_aux_dn: 2.174365 loss: 14.991776 eta: 43 days, 11:02:39 batch_cost: 1.0641 data_cost: 0.0014 ips: 7.5181 images/s
[08/09 14:29:58] ppdet.engine INFO: Epoch: [8] [49300/54024] learning_rate: 0.000100 loss_class: 0.658523 loss_bbox: 0.102945 loss_giou: 0.483872 loss_class_aux: 4.009225 loss_bbox_aux: 0.683316 loss_giou_aux: 2.988272 loss_class_dn: 0.326710 loss_bbox_dn: 0.098871 loss_giou_dn: 0.365152 loss_class_aux_dn: 1.759161 loss_bbox_aux_dn: 0.604251 loss_giou_aux_dn: 2.094151 loss: 14.692866 eta: 43 days, 10:59:36 batch_cost: 1.0681 data_cost: 0.0015 ips: 7.4897 images/s
[08/09 14:31:51] ppdet.engine INFO: Epoch: [8] [49400/54024] learning_rate: 0.000100 loss_class: 0.687891 loss_bbox: 0.108546 loss_giou: 0.438961 loss_class_aux: 4.350170 loss_bbox_aux: 0.718383 loss_giou_aux: 2.733021 loss_class_dn: 0.331104 loss_bbox_dn: 0.102737 loss_giou_dn: 0.358770 loss_class_aux_dn: 1.816668 loss_bbox_aux_dn: 0.641684 loss_giou_aux_dn: 2.041054 loss: 14.406763 eta: 43 days, 10:56:52 batch_cost: 1.0767 data_cost: 0.0014 ips: 7.4298 images/s
[08/09 14:33:42] ppdet.engine INFO: Epoch: [8] [49500/54024] learning_rate: 0.000100 loss_class: 0.711689 loss_bbox: 0.106888 loss_giou: 0.512759 loss_class_aux: 4.393415 loss_bbox_aux: 0.707153 loss_giou_aux: 3.160179 loss_class_dn: 0.352779 loss_bbox_dn: 0.101767 loss_giou_dn: 0.380026 loss_class_aux_dn: 1.918897 loss_bbox_aux_dn: 0.626356 loss_giou_aux_dn: 2.174750 loss: 15.528732 eta: 43 days, 10:53:42 batch_cost: 1.0647 data_cost: 0.0014 ips: 7.5135 images/s
[08/09 14:35:31] ppdet.engine INFO: Epoch: [8] [49600/54024] learning_rate: 0.000100 loss_class: 0.677064 loss_bbox: 0.107899 loss_giou: 0.581165 loss_class_aux: 4.203241 loss_bbox_aux: 0.706688 loss_giou_aux: 3.579236 loss_class_dn: 0.346193 loss_bbox_dn: 0.093994 loss_giou_dn: 0.407484 loss_class_aux_dn: 1.871522 loss_bbox_aux_dn: 0.567302 loss_giou_aux_dn: 2.345896 loss: 15.345267 eta: 43 days, 10:49:22 batch_cost: 1.0326 data_cost: 0.0075 ips: 7.7474 images/s
[08/09 14:37:28] ppdet.engine INFO: Epoch: [8] [49700/54024] learning_rate: 0.000100 loss_class: 0.689261 loss_bbox: 0.107712 loss_giou: 0.467919 loss_class_aux: 4.359347 loss_bbox_aux: 0.705034 loss_giou_aux: 2.939620 loss_class_dn: 0.347838 loss_bbox_dn: 0.103596 loss_giou_dn: 0.370456 loss_class_aux_dn: 1.854792 loss_bbox_aux_dn: 0.631276 loss_giou_aux_dn: 2.064965 loss: 14.918711 eta: 43 days, 10:48:09 batch_cost: 1.1188 data_cost: 0.0856 ips: 7.1506 images/s
[08/09 14:39:24] ppdet.engine INFO: Epoch: [8] [49800/54024] learning_rate: 0.000100 loss_class: 0.691774 loss_bbox: 0.116712 loss_giou: 0.501645 loss_class_aux: 4.289353 loss_bbox_aux: 0.750800 loss_giou_aux: 3.143221 loss_class_dn: 0.349811 loss_bbox_dn: 0.110857 loss_giou_dn: 0.382319 loss_class_aux_dn: 1.918408 loss_bbox_aux_dn: 0.670486 loss_giou_aux_dn: 2.237884 loss: 15.243793 eta: 43 days, 10:46:28 batch_cost: 1.1057 data_cost: 0.0014 ips: 7.2350 images/s
[08/09 14:41:15] ppdet.engine INFO: Epoch: [8] [49900/54024] learning_rate: 0.000100 loss_class: 0.648623 loss_bbox: 0.101679 loss_giou: 0.473718 loss_class_aux: 4.097865 loss_bbox_aux: 0.669484 loss_giou_aux: 2.937477 loss_class_dn: 0.321769 loss_bbox_dn: 0.094699 loss_giou_dn: 0.352786 loss_class_aux_dn: 1.751185 loss_bbox_aux_dn: 0.577051 loss_giou_aux_dn: 2.017915 loss: 14.124653 eta: 43 days, 10:43:06 batch_cost: 1.0592 data_cost: 0.0014 ips: 7.5531 images/s
[08/09 14:43:06] ppdet.engine INFO: Epoch: [8] [50000/54024] learning_rate: 0.000100 loss_class: 0.679900 loss_bbox: 0.109461 loss_giou: 0.485799 loss_class_aux: 4.181931 loss_bbox_aux: 0.713757 loss_giou_aux: 3.031209 loss_class_dn: 0.349330 loss_bbox_dn: 0.096763 loss_giou_dn: 0.374933 loss_class_aux_dn: 1.891672 loss_bbox_aux_dn: 0.580815 loss_giou_aux_dn: 2.101188 loss: 14.857648 eta: 43 days, 10:39:50 batch_cost: 1.0616 data_cost: 0.0014 ips: 7.5359 images/s
[08/09 14:44:55] ppdet.engine INFO: Epoch: [8] [50100/54024] learning_rate: 0.000100 loss_class: 0.702413 loss_bbox: 0.114465 loss_giou: 0.540292 loss_class_aux: 4.393298 loss_bbox_aux: 0.742843 loss_giou_aux: 3.349796 loss_class_dn: 0.359346 loss_bbox_dn: 0.103471 loss_giou_dn: 0.408336 loss_class_aux_dn: 1.931757 loss_bbox_aux_dn: 0.632099 loss_giou_aux_dn: 2.348417 loss: 15.797707 eta: 43 days, 10:35:40 batch_cost: 1.0368 data_cost: 0.0014 ips: 7.7159 images/s
[08/09 14:46:50] ppdet.engine INFO: Epoch: [8] [50200/54024] learning_rate: 0.000100 loss_class: 0.678388 loss_bbox: 0.110333 loss_giou: 0.494071 loss_class_aux: 4.201783 loss_bbox_aux: 0.698048 loss_giou_aux: 3.117098 loss_class_dn: 0.339548 loss_bbox_dn: 0.096717 loss_giou_dn: 0.378491 loss_class_aux_dn: 1.826360 loss_bbox_aux_dn: 0.615008 loss_giou_aux_dn: 2.166096 loss: 15.306985 eta: 43 days, 10:33:40 batch_cost: 1.0969 data_cost: 0.0014 ips: 7.2931 images/s
[08/09 14:48:52] ppdet.engine INFO: Epoch: [8] [50300/54024] learning_rate: 0.000100 loss_class: 0.691394 loss_bbox: 0.101488 loss_giou: 0.459301 loss_class_aux: 4.287185 loss_bbox_aux: 0.676107 loss_giou_aux: 2.898283 loss_class_dn: 0.332738 loss_bbox_dn: 0.097764 loss_giou_dn: 0.370124 loss_class_aux_dn: 1.824007 loss_bbox_aux_dn: 0.611632 loss_giou_aux_dn: 2.119555 loss: 14.560674 eta: 43 days, 10:33:57 batch_cost: 1.1603 data_cost: 0.0014 ips: 6.8945 images/s
[08/09 14:50:42] ppdet.engine INFO: Epoch: [8] [50400/54024] learning_rate: 0.000100 loss_class: 0.689966 loss_bbox: 0.115126 loss_giou: 0.515985 loss_class_aux: 4.310920 loss_bbox_aux: 0.744231 loss_giou_aux: 3.220844 loss_class_dn: 0.356985 loss_bbox_dn: 0.108143 loss_giou_dn: 0.388615 loss_class_aux_dn: 1.893016 loss_bbox_aux_dn: 0.649914 loss_giou_aux_dn: 2.228019 loss: 15.476823 eta: 43 days, 10:30:13 batch_cost: 1.0490 data_cost: 0.0014 ips: 7.6263 images/s
[08/09 14:52:32] ppdet.engine INFO: Epoch: [8] [50500/54024] learning_rate: 0.000100 loss_class: 0.713267 loss_bbox: 0.111056 loss_giou: 0.504527 loss_class_aux: 4.431425 loss_bbox_aux: 0.737759 loss_giou_aux: 3.139277 loss_class_dn: 0.356914 loss_bbox_dn: 0.102301 loss_giou_dn: 0.397892 loss_class_aux_dn: 1.948488 loss_bbox_aux_dn: 0.621156 loss_giou_aux_dn: 2.264438 loss: 15.661319 eta: 43 days, 10:26:15 batch_cost: 1.0417 data_cost: 0.0014 ips: 7.6801 images/s
[08/09 14:54:29] ppdet.engine INFO: Epoch: [8] [50600/54024] learning_rate: 0.000100 loss_class: 0.720330 loss_bbox: 0.106274 loss_giou: 0.544399 loss_class_aux: 4.453277 loss_bbox_aux: 0.692084 loss_giou_aux: 3.399862 loss_class_dn: 0.364692 loss_bbox_dn: 0.098469 loss_giou_dn: 0.412906 loss_class_aux_dn: 1.954048 loss_bbox_aux_dn: 0.615328 loss_giou_aux_dn: 2.352641 loss: 15.634119 eta: 43 days, 10:24:47 batch_cost: 1.1121 data_cost: 0.0013 ips: 7.1938 images/s
[08/09 14:56:43] ppdet.engine INFO: Epoch: [8] [50700/54024] learning_rate: 0.000100 loss_class: 0.751538 loss_bbox: 0.112857 loss_giou: 0.514981 loss_class_aux: 4.639258 loss_bbox_aux: 0.770167 loss_giou_aux: 3.219772 loss_class_dn: 0.363723 loss_bbox_dn: 0.113657 loss_giou_dn: 0.403422 loss_class_aux_dn: 1.966067 loss_bbox_aux_dn: 0.693424 loss_giou_aux_dn: 2.335454 loss: 15.844269 eta: 43 days, 10:29:37 batch_cost: 1.2877 data_cost: 0.0013 ips: 6.2128 images/s
[08/09 14:58:33] ppdet.engine INFO: Epoch: [8] [50800/54024] learning_rate: 0.000100 loss_class: 0.695321 loss_bbox: 0.109430 loss_giou: 0.480481 loss_class_aux: 4.316265 loss_bbox_aux: 0.716810 loss_giou_aux: 3.031610 loss_class_dn: 0.343967 loss_bbox_dn: 0.102899 loss_giou_dn: 0.376373 loss_class_aux_dn: 1.840584 loss_bbox_aux_dn: 0.625120 loss_giou_aux_dn: 2.166058 loss: 15.659482 eta: 43 days, 10:25:40 batch_cost: 1.0426 data_cost: 0.0014 ips: 7.6734 images/s
[08/09 15:00:37] ppdet.engine INFO: Epoch: [8] [50900/54024] learning_rate: 0.000100 loss_class: 0.683671 loss_bbox: 0.115307 loss_giou: 0.478554 loss_class_aux: 4.304124 loss_bbox_aux: 0.740420 loss_giou_aux: 2.987823 loss_class_dn: 0.350656 loss_bbox_dn: 0.105838 loss_giou_dn: 0.368479 loss_class_aux_dn: 1.874697 loss_bbox_aux_dn: 0.667410 loss_giou_aux_dn: 2.101246 loss: 14.890392 eta: 43 days, 10:26:50 batch_cost: 1.1859 data_cost: 0.0014 ips: 6.7460 images/s
[08/09 15:02:38] ppdet.engine INFO: Epoch: [8] [51000/54024] learning_rate: 0.000100 loss_class: 0.717075 loss_bbox: 0.109773 loss_giou: 0.468597 loss_class_aux: 4.396781 loss_bbox_aux: 0.731208 loss_giou_aux: 2.961096 loss_class_dn: 0.350994 loss_bbox_dn: 0.101733 loss_giou_dn: 0.375785 loss_class_aux_dn: 1.878146 loss_bbox_aux_dn: 0.647029 loss_giou_aux_dn: 2.175702 loss: 15.205225 eta: 43 days, 10:27:16 batch_cost: 1.1650 data_cost: 0.0324 ips: 6.8667 images/s
[08/09 15:04:33] ppdet.engine INFO: Epoch: [8] [51100/54024] learning_rate: 0.000100 loss_class: 0.644708 loss_bbox: 0.103217 loss_giou: 0.463997 loss_class_aux: 3.919937 loss_bbox_aux: 0.669565 loss_giou_aux: 2.907654 loss_class_dn: 0.328712 loss_bbox_dn: 0.098671 loss_giou_dn: 0.357714 loss_class_aux_dn: 1.777109 loss_bbox_aux_dn: 0.599109 loss_giou_aux_dn: 2.020240 loss: 14.144715 eta: 43 days, 10:25:08 batch_cost: 1.0933 data_cost: 0.0014 ips: 7.3172 images/s
[08/09 15:06:28] ppdet.engine INFO: Epoch: [8] [51200/54024] learning_rate: 0.000100 loss_class: 0.708294 loss_bbox: 0.113434 loss_giou: 0.484306 loss_class_aux: 4.343139 loss_bbox_aux: 0.718566 loss_giou_aux: 2.953866 loss_class_dn: 0.356491 loss_bbox_dn: 0.109162 loss_giou_dn: 0.381354 loss_class_aux_dn: 1.933682 loss_bbox_aux_dn: 0.657310 loss_giou_aux_dn: 2.134755 loss: 15.709803 eta: 43 days, 10:23:22 batch_cost: 1.1038 data_cost: 0.0014 ips: 7.2477 images/s
[08/09 15:08:38] ppdet.engine INFO: Epoch: [8] [51300/54024] learning_rate: 0.000100 loss_class: 0.687613 loss_bbox: 0.110185 loss_giou: 0.489617 loss_class_aux: 4.265471 loss_bbox_aux: 0.714777 loss_giou_aux: 3.045024 loss_class_dn: 0.344427 loss_bbox_dn: 0.107797 loss_giou_dn: 0.377556 loss_class_aux_dn: 1.853070 loss_bbox_aux_dn: 0.676088 loss_giou_aux_dn: 2.171840 loss: 15.004787 eta: 43 days, 10:26:46 batch_cost: 1.2483 data_cost: 0.0014 ips: 6.4089 images/s
[08/09 15:10:31] ppdet.engine INFO: Epoch: [8] [51400/54024] learning_rate: 0.000100 loss_class: 0.652771 loss_bbox: 0.103865 loss_giou: 0.506328 loss_class_aux: 4.122398 loss_bbox_aux: 0.689013 loss_giou_aux: 3.154293 loss_class_dn: 0.341360 loss_bbox_dn: 0.098001 loss_giou_dn: 0.380571 loss_class_aux_dn: 1.834771 loss_bbox_aux_dn: 0.594722 loss_giou_aux_dn: 2.188557 loss: 14.680948 eta: 43 days, 10:24:00 batch_cost: 1.0760 data_cost: 0.0014 ips: 7.4352 images/s
[08/09 15:12:22] ppdet.engine INFO: Epoch: [8] [51500/54024] learning_rate: 0.000100 loss_class: 0.728435 loss_bbox: 0.118736 loss_giou: 0.537756 loss_class_aux: 4.507454 loss_bbox_aux: 0.766768 loss_giou_aux: 3.359586 loss_class_dn: 0.356310 loss_bbox_dn: 0.110273 loss_giou_dn: 0.397702 loss_class_aux_dn: 1.915225 loss_bbox_aux_dn: 0.656593 loss_giou_aux_dn: 2.274970 loss: 15.957301 eta: 43 days, 10:20:21 batch_cost: 1.0505 data_cost: 0.0014 ips: 7.6155 images/s
[08/09 15:14:11] ppdet.engine INFO: Epoch: [8] [51600/54024] learning_rate: 0.000100 loss_class: 0.722221 loss_bbox: 0.113654 loss_giou: 0.478790 loss_class_aux: 4.498682 loss_bbox_aux: 0.734428 loss_giou_aux: 3.040476 loss_class_dn: 0.361398 loss_bbox_dn: 0.102642 loss_giou_dn: 0.368852 loss_class_aux_dn: 1.950769 loss_bbox_aux_dn: 0.638102 loss_giou_aux_dn: 2.136092 loss: 15.655079 eta: 43 days, 10:16:34 batch_cost: 1.0472 data_cost: 0.0015 ips: 7.6397 images/s
[08/09 15:16:05] ppdet.engine INFO: Epoch: [8] [51700/54024] learning_rate: 0.000100 loss_class: 0.718157 loss_bbox: 0.109095 loss_giou: 0.496346 loss_class_aux: 4.427459 loss_bbox_aux: 0.696896 loss_giou_aux: 3.141235 loss_class_dn: 0.326903 loss_bbox_dn: 0.096790 loss_giou_dn: 0.379196 loss_class_aux_dn: 1.811531 loss_bbox_aux_dn: 0.593129 loss_giou_aux_dn: 2.151886 loss: 15.157954 eta: 43 days, 10:14:04 batch_cost: 1.0829 data_cost: 0.0014 ips: 7.3874 images/s
[08/09 15:17:56] ppdet.engine INFO: Epoch: [8] [51800/54024] learning_rate: 0.000100 loss_class: 0.651015 loss_bbox: 0.099884 loss_giou: 0.482781 loss_class_aux: 4.070371 loss_bbox_aux: 0.664691 loss_giou_aux: 2.994481 loss_class_dn: 0.335691 loss_bbox_dn: 0.092511 loss_giou_dn: 0.366184 loss_class_aux_dn: 1.813763 loss_bbox_aux_dn: 0.569227 loss_giou_aux_dn: 2.073671 loss: 14.476933 eta: 43 days, 10:10:41 batch_cost: 1.0580 data_cost: 0.0014 ips: 7.5614 images/s
[08/09 15:19:50] ppdet.engine INFO: Epoch: [8] [51900/54024] learning_rate: 0.000100 loss_class: 0.682545 loss_bbox: 0.108812 loss_giou: 0.478045 loss_class_aux: 4.274713 loss_bbox_aux: 0.688075 loss_giou_aux: 2.959773 loss_class_dn: 0.339033 loss_bbox_dn: 0.102859 loss_giou_dn: 0.372394 loss_class_aux_dn: 1.842373 loss_bbox_aux_dn: 0.631542 loss_giou_aux_dn: 2.108911 loss: 14.171084 eta: 43 days, 10:08:24 batch_cost: 1.0887 data_cost: 0.0014 ips: 7.3480 images/s
[08/09 15:21:43] ppdet.engine INFO: Epoch: [8] [52000/54024] learning_rate: 0.000100 loss_class: 0.653745 loss_bbox: 0.106373 loss_giou: 0.479628 loss_class_aux: 4.059918 loss_bbox_aux: 0.685825 loss_giou_aux: 2.972591 loss_class_dn: 0.343114 loss_bbox_dn: 0.099770 loss_giou_dn: 0.370005 loss_class_aux_dn: 1.860174 loss_bbox_aux_dn: 0.645438 loss_giou_aux_dn: 2.083721 loss: 14.705087 eta: 43 days, 10:05:29 batch_cost: 1.0716 data_cost: 0.0013 ips: 7.4657 images/s
[08/09 15:23:33] ppdet.engine INFO: Epoch: [8] [52100/54024] learning_rate: 0.000100 loss_class: 0.659851 loss_bbox: 0.110567 loss_giou: 0.489540 loss_class_aux: 4.117438 loss_bbox_aux: 0.721711 loss_giou_aux: 3.060524 loss_class_dn: 0.324556 loss_bbox_dn: 0.097960 loss_giou_dn: 0.361897 loss_class_aux_dn: 1.788764 loss_bbox_aux_dn: 0.615563 loss_giou_aux_dn: 2.075153 loss: 14.640409 eta: 43 days, 10:01:53 batch_cost: 1.0516 data_cost: 0.0013 ips: 7.6078 images/s
[08/09 15:25:27] ppdet.engine INFO: Epoch: [8] [52200/54024] learning_rate: 0.000100 loss_class: 0.709873 loss_bbox: 0.109804 loss_giou: 0.508082 loss_class_aux: 4.405776 loss_bbox_aux: 0.728387 loss_giou_aux: 3.188700 loss_class_dn: 0.364607 loss_bbox_dn: 0.109846 loss_giou_dn: 0.401502 loss_class_aux_dn: 1.935604 loss_bbox_aux_dn: 0.678028 loss_giou_aux_dn: 2.286613 loss: 15.776827 eta: 43 days, 9:59:35 batch_cost: 1.0886 data_cost: 0.0014 ips: 7.3492 images/s
[08/09 15:27:16] ppdet.engine INFO: Epoch: [8] [52300/54024] learning_rate: 0.000100 loss_class: 0.730741 loss_bbox: 0.117453 loss_giou: 0.522556 loss_class_aux: 4.490692 loss_bbox_aux: 0.763786 loss_giou_aux: 3.217362 loss_class_dn: 0.363018 loss_bbox_dn: 0.109848 loss_giou_dn: 0.402561 loss_class_aux_dn: 1.933076 loss_bbox_aux_dn: 0.675474 loss_giou_aux_dn: 2.322567 loss: 16.321227 eta: 43 days, 9:55:38 batch_cost: 1.0418 data_cost: 0.0014 ips: 7.6790 images/s
[08/09 15:29:04] ppdet.engine INFO: Epoch: [8] [52400/54024] learning_rate: 0.000100 loss_class: 0.698794 loss_bbox: 0.116619 loss_giou: 0.507896 loss_class_aux: 4.304946 loss_bbox_aux: 0.751855 loss_giou_aux: 3.188159 loss_class_dn: 0.349031 loss_bbox_dn: 0.102685 loss_giou_dn: 0.389319 loss_class_aux_dn: 1.898110 loss_bbox_aux_dn: 0.629229 loss_giou_aux_dn: 2.206207 loss: 15.482686 eta: 43 days, 9:51:12 batch_cost: 1.0283 data_cost: 0.0025 ips: 7.7798 images/s
[08/09 15:30:58] ppdet.engine INFO: Epoch: [8] [52500/54024] learning_rate: 0.000100 loss_class: 0.700425 loss_bbox: 0.106664 loss_giou: 0.451629 loss_class_aux: 4.294134 loss_bbox_aux: 0.711655 loss_giou_aux: 2.835018 loss_class_dn: 0.342050 loss_bbox_dn: 0.106996 loss_giou_dn: 0.357610 loss_class_aux_dn: 1.860867 loss_bbox_aux_dn: 0.658164 loss_giou_aux_dn: 2.086154 loss: 15.037102 eta: 43 days, 9:48:42 batch_cost: 1.0823 data_cost: 0.0014 ips: 7.3915 images/s
[08/09 15:32:53] ppdet.engine INFO: Epoch: [8] [52600/54024] learning_rate: 0.000100 loss_class: 0.674923 loss_bbox: 0.106786 loss_giou: 0.426535 loss_class_aux: 4.153333 loss_bbox_aux: 0.702526 loss_giou_aux: 2.706134 loss_class_dn: 0.323894 loss_bbox_dn: 0.102967 loss_giou_dn: 0.330265 loss_class_aux_dn: 1.793149 loss_bbox_aux_dn: 0.647830 loss_giou_aux_dn: 1.914472 loss: 14.002796 eta: 43 days, 9:46:53 batch_cost: 1.1022 data_cost: 0.0014 ips: 7.2583 images/s
[08/09 15:34:49] ppdet.engine INFO: Epoch: [8] [52700/54024] learning_rate: 0.000100 loss_class: 0.701170 loss_bbox: 0.104987 loss_giou: 0.475237 loss_class_aux: 4.323386 loss_bbox_aux: 0.674317 loss_giou_aux: 2.971645 loss_class_dn: 0.339382 loss_bbox_dn: 0.101610 loss_giou_dn: 0.367780 loss_class_aux_dn: 1.825062 loss_bbox_aux_dn: 0.627439 loss_giou_aux_dn: 2.124189 loss: 14.717676 eta: 43 days, 9:44:57 batch_cost: 1.0986 data_cost: 0.0014 ips: 7.2820 images/s
[08/09 15:36:39] ppdet.engine INFO: Epoch: [8] [52800/54024] learning_rate: 0.000100 loss_class: 0.685587 loss_bbox: 0.112436 loss_giou: 0.497359 loss_class_aux: 4.246665 loss_bbox_aux: 0.716401 loss_giou_aux: 3.106992 loss_class_dn: 0.348513 loss_bbox_dn: 0.099974 loss_giou_dn: 0.381460 loss_class_aux_dn: 1.892739 loss_bbox_aux_dn: 0.601339 loss_giou_aux_dn: 2.174361 loss: 15.395985 eta: 43 days, 9:41:37 batch_cost: 1.0589 data_cost: 0.0014 ips: 7.5549 images/s
[08/09 15:38:32] ppdet.engine INFO: Epoch: [8] [52900/54024] learning_rate: 0.000100 loss_class: 0.678273 loss_bbox: 0.108244 loss_giou: 0.480341 loss_class_aux: 4.154882 loss_bbox_aux: 0.718613 loss_giou_aux: 3.027507 loss_class_dn: 0.340706 loss_bbox_dn: 0.097521 loss_giou_dn: 0.364932 loss_class_aux_dn: 1.859568 loss_bbox_aux_dn: 0.608181 loss_giou_aux_dn: 2.102899 loss: 14.863234 eta: 43 days, 9:38:45 batch_cost: 1.0721 data_cost: 0.0013 ips: 7.4617 images/s
[08/09 15:40:27] ppdet.engine INFO: Epoch: [8] [53000/54024] learning_rate: 0.000100 loss_class: 0.674518 loss_bbox: 0.109563 loss_giou: 0.490800 loss_class_aux: 4.200585 loss_bbox_aux: 0.686747 loss_giou_aux: 3.092742 loss_class_dn: 0.350239 loss_bbox_dn: 0.097863 loss_giou_dn: 0.377808 loss_class_aux_dn: 1.895448 loss_bbox_aux_dn: 0.616407 loss_giou_aux_dn: 2.143403 loss: 15.105860 eta: 43 days, 9:36:50 batch_cost: 1.0992 data_cost: 0.0014 ips: 7.2782 images/s
[08/09 15:42:21] ppdet.engine INFO: Epoch: [8] [53100/54024] learning_rate: 0.000100 loss_class: 0.683449 loss_bbox: 0.110314 loss_giou: 0.459444 loss_class_aux: 4.223838 loss_bbox_aux: 0.699089 loss_giou_aux: 2.863535 loss_class_dn: 0.351600 loss_bbox_dn: 0.103248 loss_giou_dn: 0.370492 loss_class_aux_dn: 1.900848 loss_bbox_aux_dn: 0.622024 loss_giou_aux_dn: 2.125472 loss: 15.349736 eta: 43 days, 9:34:17 batch_cost: 1.0813 data_cost: 0.0013 ips: 7.3984 images/s
[08/09 15:44:30] ppdet.engine INFO: Epoch: [8] [53200/54024] learning_rate: 0.000100 loss_class: 0.725734 loss_bbox: 0.108837 loss_giou: 0.523316 loss_class_aux: 4.440501 loss_bbox_aux: 0.692274 loss_giou_aux: 3.273886 loss_class_dn: 0.355828 loss_bbox_dn: 0.101225 loss_giou_dn: 0.392058 loss_class_aux_dn: 1.916613 loss_bbox_aux_dn: 0.627597 loss_giou_aux_dn: 2.214214 loss: 15.211956 eta: 43 days, 9:37:29 batch_cost: 1.2445 data_cost: 0.0014 ips: 6.4281 images/s
[08/09 15:46:21] ppdet.engine INFO: Epoch: [8] [53300/54024] learning_rate: 0.000100 loss_class: 0.681460 loss_bbox: 0.106076 loss_giou: 0.487918 loss_class_aux: 4.252023 loss_bbox_aux: 0.718762 loss_giou_aux: 3.045807 loss_class_dn: 0.334179 loss_bbox_dn: 0.104672 loss_giou_dn: 0.358346 loss_class_aux_dn: 1.805014 loss_bbox_aux_dn: 0.638775 loss_giou_aux_dn: 2.068850 loss: 14.649608 eta: 43 days, 9:34:09 batch_cost: 1.0589 data_cost: 0.0014 ips: 7.5550 images/s
[08/09 15:48:15] ppdet.engine INFO: Epoch: [8] [53400/54024] learning_rate: 0.000100 loss_class: 0.687497 loss_bbox: 0.107355 loss_giou: 0.463320 loss_class_aux: 4.313174 loss_bbox_aux: 0.701299 loss_giou_aux: 2.846046 loss_class_dn: 0.345725 loss_bbox_dn: 0.105329 loss_giou_dn: 0.361257 loss_class_aux_dn: 1.859517 loss_bbox_aux_dn: 0.640159 loss_giou_aux_dn: 2.055844 loss: 14.850848 eta: 43 days, 9:31:45 batch_cost: 1.0853 data_cost: 0.0013 ips: 7.3709 images/s
[08/09 15:50:11] ppdet.engine INFO: Epoch: [8] [53500/54024] learning_rate: 0.000100 loss_class: 0.682128 loss_bbox: 0.111524 loss_giou: 0.493978 loss_class_aux: 4.295260 loss_bbox_aux: 0.728414 loss_giou_aux: 3.063120 loss_class_dn: 0.343377 loss_bbox_dn: 0.097818 loss_giou_dn: 0.370716 loss_class_aux_dn: 1.861015 loss_bbox_aux_dn: 0.600668 loss_giou_aux_dn: 2.102167 loss: 15.234679 eta: 43 days, 9:30:25 batch_cost: 1.1160 data_cost: 0.0039 ips: 7.1687 images/s
[08/09 15:52:07] ppdet.engine INFO: Epoch: [8] [53600/54024] learning_rate: 0.000100 loss_class: 0.682461 loss_bbox: 0.114158 loss_giou: 0.475591 loss_class_aux: 4.249484 loss_bbox_aux: 0.758691 loss_giou_aux: 3.030168 loss_class_dn: 0.341197 loss_bbox_dn: 0.107470 loss_giou_dn: 0.371034 loss_class_aux_dn: 1.844784 loss_bbox_aux_dn: 0.664584 loss_giou_aux_dn: 2.119398 loss: 14.490401 eta: 43 days, 9:28:28 batch_cost: 1.0982 data_cost: 0.0496 ips: 7.2849 images/s
[08/09 15:54:12] ppdet.engine INFO: Epoch: [8] [53700/54024] learning_rate: 0.000100 loss_class: 0.694204 loss_bbox: 0.110137 loss_giou: 0.479437 loss_class_aux: 4.306207 loss_bbox_aux: 0.724915 loss_giou_aux: 3.034536 loss_class_dn: 0.339463 loss_bbox_dn: 0.100654 loss_giou_dn: 0.366106 loss_class_aux_dn: 1.846373 loss_bbox_aux_dn: 0.632853 loss_giou_aux_dn: 2.091261 loss: 14.621210 eta: 43 days, 9:30:16 batch_cost: 1.2050 data_cost: 0.0013 ips: 6.6390 images/s
[08/09 15:56:10] ppdet.engine INFO: Epoch: [8] [53800/54024] learning_rate: 0.000100 loss_class: 0.680189 loss_bbox: 0.103273 loss_giou: 0.455139 loss_class_aux: 4.212248 loss_bbox_aux: 0.684259 loss_giou_aux: 2.844907 loss_class_dn: 0.337430 loss_bbox_dn: 0.099943 loss_giou_dn: 0.352851 loss_class_aux_dn: 1.822482 loss_bbox_aux_dn: 0.612472 loss_giou_aux_dn: 2.028589 loss: 14.617671 eta: 43 days, 9:29:05 batch_cost: 1.1200 data_cost: 0.0014 ips: 7.1426 images/s
[08/09 15:58:09] ppdet.engine INFO: Epoch: [8] [53900/54024] learning_rate: 0.000100 loss_class: 0.696808 loss_bbox: 0.106675 loss_giou: 0.534076 loss_class_aux: 4.290645 loss_bbox_aux: 0.689244 loss_giou_aux: 3.335047 loss_class_dn: 0.353697 loss_bbox_dn: 0.096428 loss_giou_dn: 0.395521 loss_class_aux_dn: 1.895001 loss_bbox_aux_dn: 0.602383 loss_giou_aux_dn: 2.254868 loss: 15.439355 eta: 43 days, 9:28:50 batch_cost: 1.1469 data_cost: 0.0014 ips: 6.9756 images/s
[08/09 16:00:08] ppdet.engine INFO: Epoch: [8] [54000/54024] learning_rate: 0.000100 loss_class: 0.652688 loss_bbox: 0.102899 loss_giou: 0.455826 loss_class_aux: 4.055746 loss_bbox_aux: 0.661807 loss_giou_aux: 2.846706 loss_class_dn: 0.341670 loss_bbox_dn: 0.100965 loss_giou_dn: 0.359364 loss_class_aux_dn: 1.825703 loss_bbox_aux_dn: 0.651364 loss_giou_aux_dn: 2.046699 loss: 14.914929 eta: 43 days, 9:28:00 batch_cost: 1.1303 data_cost: 0.0014 ips: 7.0776 images/s
[08/09 16:00:49] ppdet.utils.checkpoint INFO: Save checkpoint: output/rtdetr_r101vd_6x_coco
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[08/09 16:51:13] ppdet.metrics.metrics INFO: The bbox result is saved to bbox.json.
loading annotations into memory...
Done (t=6.17s)
creating index...
index created!
[08/09 16:51:20] ppdet.metrics.coco_utils INFO: Start evaluate...
Loading and preparing results...
DONE (t=255.02s)
creating index...
index created!
Running per image evaluation...
Evaluate annotation type *bbox*
DONE (t=2685.99s).
Accumulating evaluation results...
DONE (t=716.31s).
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.360
 Average Precision  (AP) @[ IoU=0.50      | area=   all | maxDets=100 ] = 0.472
 Average Precision  (AP) @[ IoU=0.75      | area=   all | maxDets=100 ] = 0.391
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.164
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.346
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.501
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=  1 ] = 0.292
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets= 10 ] = 0.566
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.612
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.366
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.616
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.779
[08/09 17:54:04] ppdet.engine INFO: Total sample number: 80000, average FPS: 29.59940168497055
[08/09 17:54:04] ppdet.engine INFO: Best test bbox ap is 0.360.
[08/09 17:54:10] ppdet.utils.checkpoint INFO: Save checkpoint: output/rtdetr_r101vd_6x_coco
[08/09 17:54:21] ppdet.engine INFO: Epoch: [9] [    0/54024] learning_rate: 0.000100 loss_class: 0.677455 loss_bbox: 0.102002 loss_giou: 0.471204 loss_class_aux: 4.240988 loss_bbox_aux: 0.661807 loss_giou_aux: 2.913009 loss_class_dn: 0.345454 loss_bbox_dn: 0.098464 loss_giou_dn: 0.361700 loss_class_aux_dn: 1.878644 loss_bbox_aux_dn: 0.605381 loss_giou_aux_dn: 2.084406 loss: 14.990587 eta: 43 days, 9:27:33 batch_cost: 1.1270 data_cost: 0.0019 ips: 7.0985 images/s
[08/09 17:56:32] ppdet.engine INFO: Epoch: [9] [  100/54024] learning_rate: 0.000100 loss_class: 0.692786 loss_bbox: 0.106471 loss_giou: 0.487170 loss_class_aux: 4.240422 loss_bbox_aux: 0.702452 loss_giou_aux: 3.061201 loss_class_dn: 0.357199 loss_bbox_dn: 0.100837 loss_giou_dn: 0.375732 loss_class_aux_dn: 1.917679 loss_bbox_aux_dn: 0.622353 loss_giou_aux_dn: 2.140505 loss: 15.348098 eta: 43 days, 9:30:46 batch_cost: 1.2460 data_cost: 0.0014 ips: 6.4204 images/s
[08/09 17:58:25] ppdet.engine INFO: Epoch: [9] [  200/54024] learning_rate: 0.000100 loss_class: 0.678017 loss_bbox: 0.098999 loss_giou: 0.480559 loss_class_aux: 4.216045 loss_bbox_aux: 0.645550 loss_giou_aux: 2.963199 loss_class_dn: 0.330894 loss_bbox_dn: 0.102966 loss_giou_dn: 0.357280 loss_class_aux_dn: 1.798121 loss_bbox_aux_dn: 0.626894 loss_giou_aux_dn: 2.039504 loss: 14.729733 eta: 43 days, 9:28:18 batch_cost: 1.0836 data_cost: 0.0015 ips: 7.3831 images/s
[08/09 18:00:21] ppdet.engine INFO: Epoch: [9] [  300/54024] learning_rate: 0.000100 loss_class: 0.701193 loss_bbox: 0.106159 loss_giou: 0.481030 loss_class_aux: 4.385205 loss_bbox_aux: 0.692813 loss_giou_aux: 2.980348 loss_class_dn: 0.345441 loss_bbox_dn: 0.098630 loss_giou_dn: 0.370966 loss_class_aux_dn: 1.869894 loss_bbox_aux_dn: 0.596937 loss_giou_aux_dn: 2.101522 loss: 14.687294 eta: 43 days, 9:26:35 batch_cost: 1.1052 data_cost: 0.0120 ips: 7.2388 images/s
[08/09 18:02:15] ppdet.engine INFO: Epoch: [9] [  400/54024] learning_rate: 0.000100 loss_class: 0.686424 loss_bbox: 0.112593 loss_giou: 0.449263 loss_class_aux: 4.243345 loss_bbox_aux: 0.731832 loss_giou_aux: 2.780885 loss_class_dn: 0.338867 loss_bbox_dn: 0.111176 loss_giou_dn: 0.349118 loss_class_aux_dn: 1.811823 loss_bbox_aux_dn: 0.675087 loss_giou_aux_dn: 1.988811 loss: 14.692043 eta: 43 days, 9:24:02 batch_cost: 1.0809 data_cost: 0.0193 ips: 7.4012 images/s
[08/09 18:04:09] ppdet.engine INFO: Epoch: [9] [  500/54024] learning_rate: 0.000100 loss_class: 0.679023 loss_bbox: 0.106129 loss_giou: 0.487225 loss_class_aux: 4.216153 loss_bbox_aux: 0.701820 loss_giou_aux: 3.034226 loss_class_dn: 0.348320 loss_bbox_dn: 0.101007 loss_giou_dn: 0.376652 loss_class_aux_dn: 1.854059 loss_bbox_aux_dn: 0.626937 loss_giou_aux_dn: 2.165570 loss: 15.286730 eta: 43 days, 9:21:44 batch_cost: 1.0884 data_cost: 0.0014 ips: 7.3504 images/s
[08/09 18:06:18] ppdet.engine INFO: Epoch: [9] [  600/54024] learning_rate: 0.000100 loss_class: 0.658610 loss_bbox: 0.096667 loss_giou: 0.451456 loss_class_aux: 4.083616 loss_bbox_aux: 0.646112 loss_giou_aux: 2.866910 loss_class_dn: 0.328563 loss_bbox_dn: 0.097429 loss_giou_dn: 0.359727 loss_class_aux_dn: 1.755812 loss_bbox_aux_dn: 0.600744 loss_giou_aux_dn: 2.025016 loss: 14.043605 eta: 43 days, 9:24:40 batch_cost: 1.2386 data_cost: 0.0014 ips: 6.4587 images/s
[08/09 18:08:20] ppdet.engine INFO: Epoch: [9] [  700/54024] learning_rate: 0.000100 loss_class: 0.673112 loss_bbox: 0.106679 loss_giou: 0.493173 loss_class_aux: 4.138032 loss_bbox_aux: 0.690447 loss_giou_aux: 3.068604 loss_class_dn: 0.344789 loss_bbox_dn: 0.099704 loss_giou_dn: 0.368808 loss_class_aux_dn: 1.847148 loss_bbox_aux_dn: 0.617990 loss_giou_aux_dn: 2.132293 loss: 14.606887 eta: 43 days, 9:25:19 batch_cost: 1.1729 data_cost: 0.0014 ips: 6.8206 images/s
[08/09 18:10:18] ppdet.engine INFO: Epoch: [9] [  800/54024] learning_rate: 0.000100 loss_class: 0.648579 loss_bbox: 0.104968 loss_giou: 0.447167 loss_class_aux: 4.035903 loss_bbox_aux: 0.680946 loss_giou_aux: 2.844629 loss_class_dn: 0.326191 loss_bbox_dn: 0.093711 loss_giou_dn: 0.366461 loss_class_aux_dn: 1.747841 loss_bbox_aux_dn: 0.574730 loss_giou_aux_dn: 2.088527 loss: 14.233285 eta: 43 days, 9:24:23 batch_cost: 1.1276 data_cost: 0.0055 ips: 7.0947 images/s
[08/09 18:12:15] ppdet.engine INFO: Epoch: [9] [  900/54024] learning_rate: 0.000100 loss_class: 0.676566 loss_bbox: 0.118908 loss_giou: 0.489639 loss_class_aux: 4.187514 loss_bbox_aux: 0.751268 loss_giou_aux: 2.993960 loss_class_dn: 0.345046 loss_bbox_dn: 0.104206 loss_giou_dn: 0.374947 loss_class_aux_dn: 1.842788 loss_bbox_aux_dn: 0.646559 loss_giou_aux_dn: 2.132699 loss: 14.880896 eta: 43 days, 9:23:06 batch_cost: 1.1178 data_cost: 0.0017 ips: 7.1566 images/s
[08/09 18:14:14] ppdet.engine INFO: Epoch: [9] [ 1000/54024] learning_rate: 0.000100 loss_class: 0.667110 loss_bbox: 0.115852 loss_giou: 0.537534 loss_class_aux: 4.186490 loss_bbox_aux: 0.716473 loss_giou_aux: 3.299088 loss_class_dn: 0.357078 loss_bbox_dn: 0.101899 loss_giou_dn: 0.400097 loss_class_aux_dn: 1.911104 loss_bbox_aux_dn: 0.615755 loss_giou_aux_dn: 2.276770 loss: 15.151699 eta: 43 days, 9:22:35 batch_cost: 1.1398 data_cost: 0.0164 ips: 7.0186 images/s
[08/09 18:16:11] ppdet.engine INFO: Epoch: [9] [ 1100/54024] learning_rate: 0.000100 loss_class: 0.681615 loss_bbox: 0.113355 loss_giou: 0.493783 loss_class_aux: 4.161268 loss_bbox_aux: 0.716262 loss_giou_aux: 3.076126 loss_class_dn: 0.341067 loss_bbox_dn: 0.093657 loss_giou_dn: 0.383496 loss_class_aux_dn: 1.806996 loss_bbox_aux_dn: 0.586017 loss_giou_aux_dn: 2.205655 loss: 15.127867 eta: 43 days, 9:21:13 batch_cost: 1.1154 data_cost: 0.0027 ips: 7.1724 images/s
[08/09 18:18:07] ppdet.engine INFO: Epoch: [9] [ 1200/54024] learning_rate: 0.000100 loss_class: 0.733393 loss_bbox: 0.123854 loss_giou: 0.512681 loss_class_aux: 4.590864 loss_bbox_aux: 0.792423 loss_giou_aux: 3.198540 loss_class_dn: 0.367629 loss_bbox_dn: 0.112996 loss_giou_dn: 0.403904 loss_class_aux_dn: 2.011685 loss_bbox_aux_dn: 0.694428 loss_giou_aux_dn: 2.279276 loss: 15.970685 eta: 43 days, 9:19:59 batch_cost: 1.1192 data_cost: 0.0013 ips: 7.1481 images/s
[08/09 18:20:00] ppdet.engine INFO: Epoch: [9] [ 1300/54024] learning_rate: 0.000100 loss_class: 0.651058 loss_bbox: 0.109324 loss_giou: 0.513186 loss_class_aux: 4.035451 loss_bbox_aux: 0.722042 loss_giou_aux: 3.173913 loss_class_dn: 0.341773 loss_bbox_dn: 0.100149 loss_giou_dn: 0.380320 loss_class_aux_dn: 1.818162 loss_bbox_aux_dn: 0.614509 loss_giou_aux_dn: 2.158916 loss: 14.678322 eta: 43 days, 9:17:07 batch_cost: 1.0721 data_cost: 0.0013 ips: 7.4619 images/s
[08/09 18:21:50] ppdet.engine INFO: Epoch: [9] [ 1400/54024] learning_rate: 0.000100 loss_class: 0.722952 loss_bbox: 0.115585 loss_giou: 0.539954 loss_class_aux: 4.437900 loss_bbox_aux: 0.737113 loss_giou_aux: 3.348109 loss_class_dn: 0.355498 loss_bbox_dn: 0.101322 loss_giou_dn: 0.392346 loss_class_aux_dn: 1.959863 loss_bbox_aux_dn: 0.614550 loss_giou_aux_dn: 2.252251 loss: 15.583093 eta: 43 days, 9:13:13 batch_cost: 1.0421 data_cost: 0.0013 ips: 7.6766 images/s
[08/09 18:23:47] ppdet.engine INFO: Epoch: [9] [ 1500/54024] learning_rate: 0.000100 loss_class: 0.663408 loss_bbox: 0.108194 loss_giou: 0.520062 loss_class_aux: 4.038912 loss_bbox_aux: 0.692667 loss_giou_aux: 3.230970 loss_class_dn: 0.342487 loss_bbox_dn: 0.089657 loss_giou_dn: 0.374052 loss_class_aux_dn: 1.863762 loss_bbox_aux_dn: 0.554954 loss_giou_aux_dn: 2.132332 loss: 14.962753 eta: 43 days, 9:12:00 batch_cost: 1.1196 data_cost: 0.0014 ips: 7.1456 images/s
[08/09 18:25:46] ppdet.engine INFO: Epoch: [9] [ 1600/54024] learning_rate: 0.000100 loss_class: 0.682448 loss_bbox: 0.104937 loss_giou: 0.491969 loss_class_aux: 4.280304 loss_bbox_aux: 0.695630 loss_giou_aux: 3.144427 loss_class_dn: 0.343255 loss_bbox_dn: 0.107810 loss_giou_dn: 0.369664 loss_class_aux_dn: 1.840082 loss_bbox_aux_dn: 0.649497 loss_giou_aux_dn: 2.130154 loss: 14.785978 eta: 43 days, 9:11:36 batch_cost: 1.1433 data_cost: 0.0229 ips: 6.9975 images/s
[08/09 18:27:50] ppdet.engine INFO: Epoch: [9] [ 1700/54024] learning_rate: 0.000100 loss_class: 0.721513 loss_bbox: 0.103238 loss_giou: 0.493470 loss_class_aux: 4.450162 loss_bbox_aux: 0.661695 loss_giou_aux: 3.102198 loss_class_dn: 0.352344 loss_bbox_dn: 0.104838 loss_giou_dn: 0.383298 loss_class_aux_dn: 1.879673 loss_bbox_aux_dn: 0.621087 loss_giou_aux_dn: 2.203987 loss: 15.302344 eta: 43 days, 9:12:53 batch_cost: 1.1921 data_cost: 0.0014 ips: 6.7109 images/s
[08/09 18:29:58] ppdet.engine INFO: Epoch: [9] [ 1800/54024] learning_rate: 0.000100 loss_class: 0.678449 loss_bbox: 0.107086 loss_giou: 0.481755 loss_class_aux: 4.186420 loss_bbox_aux: 0.698830 loss_giou_aux: 2.991283 loss_class_dn: 0.345771 loss_bbox_dn: 0.098417 loss_giou_dn: 0.373627 loss_class_aux_dn: 1.887033 loss_bbox_aux_dn: 0.607182 loss_giou_aux_dn: 2.153800 loss: 14.788047 eta: 43 days, 9:15:10 batch_cost: 1.2208 data_cost: 0.0013 ips: 6.5529 images/s
[08/09 18:31:56] ppdet.engine INFO: Epoch: [9] [ 1900/54024] learning_rate: 0.000100 loss_class: 0.704803 loss_bbox: 0.099403 loss_giou: 0.451316 loss_class_aux: 4.384656 loss_bbox_aux: 0.661412 loss_giou_aux: 2.827015 loss_class_dn: 0.335108 loss_bbox_dn: 0.097710 loss_giou_dn: 0.358009 loss_class_aux_dn: 1.819529 loss_bbox_aux_dn: 0.603287 loss_giou_aux_dn: 2.114474 loss: 14.629224 eta: 43 days, 9:14:10 batch_cost: 1.1261 data_cost: 0.0014 ips: 7.1039 images/s
[08/09 18:33:51] ppdet.engine INFO: Epoch: [9] [ 2000/54024] learning_rate: 0.000100 loss_class: 0.666975 loss_bbox: 0.106337 loss_giou: 0.486132 loss_class_aux: 4.152194 loss_bbox_aux: 0.698896 loss_giou_aux: 3.022868 loss_class_dn: 0.336111 loss_bbox_dn: 0.102852 loss_giou_dn: 0.362467 loss_class_aux_dn: 1.818945 loss_bbox_aux_dn: 0.618536 loss_giou_aux_dn: 2.057756 loss: 14.520230 eta: 43 days, 9:12:17 batch_cost: 1.1008 data_cost: 0.0014 ips: 7.2673 images/s
[08/09 18:35:47] ppdet.engine INFO: Epoch: [9] [ 2100/54024] learning_rate: 0.000100 loss_class: 0.693029 loss_bbox: 0.111368 loss_giou: 0.508591 loss_class_aux: 4.293733 loss_bbox_aux: 0.724839 loss_giou_aux: 3.163732 loss_class_dn: 0.352260 loss_bbox_dn: 0.100523 loss_giou_dn: 0.388985 loss_class_aux_dn: 1.902996 loss_bbox_aux_dn: 0.626789 loss_giou_aux_dn: 2.207044 loss: 15.423469 eta: 43 days, 9:10:41 batch_cost: 1.1089 data_cost: 0.0013 ips: 7.2145 images/s
[08/09 18:37:43] ppdet.engine INFO: Epoch: [9] [ 2200/54024] learning_rate: 0.000100 loss_class: 0.676228 loss_bbox: 0.100557 loss_giou: 0.467903 loss_class_aux: 4.167016 loss_bbox_aux: 0.660945 loss_giou_aux: 2.952958 loss_class_dn: 0.340514 loss_bbox_dn: 0.097011 loss_giou_dn: 0.361805 loss_class_aux_dn: 1.857443 loss_bbox_aux_dn: 0.606504 loss_giou_aux_dn: 2.085748 loss: 14.838457 eta: 43 days, 9:09:03 batch_cost: 1.1077 data_cost: 0.0013 ips: 7.2220 images/s
[08/09 18:39:36] ppdet.engine INFO: Epoch: [9] [ 2300/54024] learning_rate: 0.000100 loss_class: 0.661023 loss_bbox: 0.109235 loss_giou: 0.485489 loss_class_aux: 4.040390 loss_bbox_aux: 0.716019 loss_giou_aux: 2.999085 loss_class_dn: 0.342471 loss_bbox_dn: 0.097916 loss_giou_dn: 0.371019 loss_class_aux_dn: 1.824627 loss_bbox_aux_dn: 0.605484 loss_giou_aux_dn: 2.112114 loss: 14.808059 eta: 43 days, 9:06:34 batch_cost: 1.0831 data_cost: 0.0013 ips: 7.3859 images/s
[08/09 18:41:34] ppdet.engine INFO: Epoch: [9] [ 2400/54024] learning_rate: 0.000100 loss_class: 0.673182 loss_bbox: 0.105224 loss_giou: 0.541193 loss_class_aux: 4.129744 loss_bbox_aux: 0.680470 loss_giou_aux: 3.316014 loss_class_dn: 0.361922 loss_bbox_dn: 0.098762 loss_giou_dn: 0.396665 loss_class_aux_dn: 1.929909 loss_bbox_aux_dn: 0.588791 loss_giou_aux_dn: 2.258680 loss: 15.509496 eta: 43 days, 9:05:37 batch_cost: 1.1277 data_cost: 0.0013 ips: 7.0943 images/s
[08/09 18:43:28] ppdet.engine INFO: Epoch: [9] [ 2500/54024] learning_rate: 0.000100 loss_class: 0.709577 loss_bbox: 0.103511 loss_giou: 0.463571 loss_class_aux: 4.290355 loss_bbox_aux: 0.699682 loss_giou_aux: 2.909250 loss_class_dn: 0.336611 loss_bbox_dn: 0.099510 loss_giou_dn: 0.364898 loss_class_aux_dn: 1.868173 loss_bbox_aux_dn: 0.598550 loss_giou_aux_dn: 2.062028 loss: 14.845284 eta: 43 days, 9:03:08 batch_cost: 1.0833 data_cost: 0.0014 ips: 7.3848 images/s
[08/09 18:45:27] ppdet.engine INFO: Epoch: [9] [ 2600/54024] learning_rate: 0.000100 loss_class: 0.655564 loss_bbox: 0.115731 loss_giou: 0.491213 loss_class_aux: 4.040345 loss_bbox_aux: 0.754143 loss_giou_aux: 3.079814 loss_class_dn: 0.331260 loss_bbox_dn: 0.103659 loss_giou_dn: 0.359282 loss_class_aux_dn: 1.793407 loss_bbox_aux_dn: 0.647600 loss_giou_aux_dn: 2.048964 loss: 14.440282 eta: 43 days, 9:02:37 batch_cost: 1.1404 data_cost: 0.0014 ips: 7.0149 images/s
[08/09 18:47:27] ppdet.engine INFO: Epoch: [9] [ 2700/54024] learning_rate: 0.000100 loss_class: 0.710582 loss_bbox: 0.113591 loss_giou: 0.559911 loss_class_aux: 4.485506 loss_bbox_aux: 0.743469 loss_giou_aux: 3.464118 loss_class_dn: 0.366959 loss_bbox_dn: 0.101651 loss_giou_dn: 0.403317 loss_class_aux_dn: 1.961768 loss_bbox_aux_dn: 0.630519 loss_giou_aux_dn: 2.277463 loss: 15.997568 eta: 43 days, 9:02:32 batch_cost: 1.1527 data_cost: 0.0014 ips: 6.9403 images/s
[08/09 18:49:21] ppdet.engine INFO: Epoch: [9] [ 2800/54024] learning_rate: 0.000100 loss_class: 0.691702 loss_bbox: 0.108852 loss_giou: 0.499947 loss_class_aux: 4.204930 loss_bbox_aux: 0.728607 loss_giou_aux: 3.114178 loss_class_dn: 0.337532 loss_bbox_dn: 0.104265 loss_giou_dn: 0.375826 loss_class_aux_dn: 1.816212 loss_bbox_aux_dn: 0.631090 loss_giou_aux_dn: 2.134653 loss: 14.594028 eta: 43 days, 9:00:20 batch_cost: 1.0917 data_cost: 0.0014 ips: 7.3284 images/s
[08/09 18:51:13] ppdet.engine INFO: Epoch: [9] [ 2900/54024] learning_rate: 0.000100 loss_class: 0.700181 loss_bbox: 0.106520 loss_giou: 0.515805 loss_class_aux: 4.262314 loss_bbox_aux: 0.673737 loss_giou_aux: 3.180137 loss_class_dn: 0.340700 loss_bbox_dn: 0.100623 loss_giou_dn: 0.395468 loss_class_aux_dn: 1.852445 loss_bbox_aux_dn: 0.601706 loss_giou_aux_dn: 2.242093 loss: 15.018670 eta: 43 days, 8:57:23 batch_cost: 1.0697 data_cost: 0.0014 ips: 7.4790 images/s
[08/09 18:53:05] ppdet.engine INFO: Epoch: [9] [ 3000/54024] learning_rate: 0.000100 loss_class: 0.677772 loss_bbox: 0.109437 loss_giou: 0.556062 loss_class_aux: 4.190629 loss_bbox_aux: 0.713538 loss_giou_aux: 3.452252 loss_class_dn: 0.356277 loss_bbox_dn: 0.100518 loss_giou_dn: 0.407292 loss_class_aux_dn: 1.899469 loss_bbox_aux_dn: 0.641170 loss_giou_aux_dn: 2.344899 loss: 15.672249 eta: 43 days, 8:54:17 batch_cost: 1.0652 data_cost: 0.0014 ips: 7.5102 images/s
[08/09 18:54:57] ppdet.engine INFO: Epoch: [9] [ 3100/54024] learning_rate: 0.000100 loss_class: 0.687909 loss_bbox: 0.105221 loss_giou: 0.526365 loss_class_aux: 4.195673 loss_bbox_aux: 0.679359 loss_giou_aux: 3.307707 loss_class_dn: 0.347015 loss_bbox_dn: 0.101055 loss_giou_dn: 0.385076 loss_class_aux_dn: 1.878893 loss_bbox_aux_dn: 0.598378 loss_giou_aux_dn: 2.185047 loss: 14.892984 eta: 43 days, 8:51:08 batch_cost: 1.0634 data_cost: 0.0023 ips: 7.5232 images/s
[08/09 18:56:51] ppdet.engine INFO: Epoch: [9] [ 3200/54024] learning_rate: 0.000100 loss_class: 0.680017 loss_bbox: 0.117983 loss_giou: 0.597903 loss_class_aux: 4.282658 loss_bbox_aux: 0.767723 loss_giou_aux: 3.602401 loss_class_dn: 0.372852 loss_bbox_dn: 0.106599 loss_giou_dn: 0.431035 loss_class_aux_dn: 1.980280 loss_bbox_aux_dn: 0.657604 loss_giou_aux_dn: 2.408204 loss: 16.325666 eta: 43 days, 8:49:02 batch_cost: 1.0944 data_cost: 0.0014 ips: 7.3102 images/s
[08/09 18:58:45] ppdet.engine INFO: Epoch: [9] [ 3300/54024] learning_rate: 0.000100 loss_class: 0.693055 loss_bbox: 0.109387 loss_giou: 0.477488 loss_class_aux: 4.352538 loss_bbox_aux: 0.710861 loss_giou_aux: 3.001055 loss_class_dn: 0.343296 loss_bbox_dn: 0.103877 loss_giou_dn: 0.382259 loss_class_aux_dn: 1.855468 loss_bbox_aux_dn: 0.633337 loss_giou_aux_dn: 2.215011 loss: 15.348897 eta: 43 days, 8:46:49 batch_cost: 1.0910 data_cost: 0.0102 ips: 7.3327 images/s
[08/09 19:00:41] ppdet.engine INFO: Epoch: [9] [ 3400/54024] learning_rate: 0.000100 loss_class: 0.721345 loss_bbox: 0.112838 loss_giou: 0.497410 loss_class_aux: 4.514003 loss_bbox_aux: 0.726947 loss_giou_aux: 3.139951 loss_class_dn: 0.357772 loss_bbox_dn: 0.105484 loss_giou_dn: 0.394430 loss_class_aux_dn: 1.926289 loss_bbox_aux_dn: 0.640627 loss_giou_aux_dn: 2.238675 loss: 15.956281 eta: 43 days, 8:45:11 batch_cost: 1.1077 data_cost: 0.0235 ips: 7.2222 images/s
[08/09 19:02:59] ppdet.engine INFO: Epoch: [9] [ 3500/54024] learning_rate: 0.000100 loss_class: 0.703657 loss_bbox: 0.106695 loss_giou: 0.489904 loss_class_aux: 4.327161 loss_bbox_aux: 0.732536 loss_giou_aux: 3.031693 loss_class_dn: 0.358304 loss_bbox_dn: 0.105746 loss_giou_dn: 0.358029 loss_class_aux_dn: 1.925972 loss_bbox_aux_dn: 0.658086 loss_giou_aux_dn: 2.085925 loss: 15.226654 eta: 43 days, 8:51:13 batch_cost: 1.3318 data_cost: 0.0013 ips: 6.0070 images/s
[08/09 19:04:59] ppdet.engine INFO: Epoch: [9] [ 3600/54024] learning_rate: 0.000100 loss_class: 0.670819 loss_bbox: 0.103850 loss_giou: 0.474728 loss_class_aux: 4.291916 loss_bbox_aux: 0.683796 loss_giou_aux: 2.962562 loss_class_dn: 0.344705 loss_bbox_dn: 0.110803 loss_giou_dn: 0.359367 loss_class_aux_dn: 1.822337 loss_bbox_aux_dn: 0.655124 loss_giou_aux_dn: 2.060141 loss: 14.536720 eta: 43 days, 8:50:36 batch_cost: 1.1381 data_cost: 0.0597 ips: 7.0295 images/s
[08/09 19:07:14] ppdet.engine INFO: Epoch: [9] [ 3700/54024] learning_rate: 0.000100 loss_class: 0.740848 loss_bbox: 0.116170 loss_giou: 0.524287 loss_class_aux: 4.584247 loss_bbox_aux: 0.759537 loss_giou_aux: 3.192460 loss_class_dn: 0.357096 loss_bbox_dn: 0.104560 loss_giou_dn: 0.395193 loss_class_aux_dn: 1.908358 loss_bbox_aux_dn: 0.632933 loss_giou_aux_dn: 2.245829 loss: 15.790361 eta: 43 days, 8:55:36 batch_cost: 1.3021 data_cost: 0.0014 ips: 6.1440 images/s
[08/09 19:09:07] ppdet.engine INFO: Epoch: [9] [ 3800/54024] learning_rate: 0.000100 loss_class: 0.662976 loss_bbox: 0.104400 loss_giou: 0.475936 loss_class_aux: 4.183170 loss_bbox_aux: 0.671573 loss_giou_aux: 2.942788 loss_class_dn: 0.346785 loss_bbox_dn: 0.099110 loss_giou_dn: 0.375750 loss_class_aux_dn: 1.873359 loss_bbox_aux_dn: 0.623303 loss_giou_aux_dn: 2.129867 loss: 14.714861 eta: 43 days, 8:52:53 batch_cost: 1.0766 data_cost: 0.0013 ips: 7.4311 images/s
[08/09 19:10:59] ppdet.engine INFO: Epoch: [9] [ 3900/54024] learning_rate: 0.000100 loss_class: 0.711697 loss_bbox: 0.109113 loss_giou: 0.508898 loss_class_aux: 4.403672 loss_bbox_aux: 0.706513 loss_giou_aux: 3.152291 loss_class_dn: 0.346375 loss_bbox_dn: 0.101592 loss_giou_dn: 0.381112 loss_class_aux_dn: 1.878128 loss_bbox_aux_dn: 0.635387 loss_giou_aux_dn: 2.175560 loss: 15.002223 eta: 43 days, 8:50:00 batch_cost: 1.0714 data_cost: 0.0014 ips: 7.4666 images/s
[08/09 19:12:50] ppdet.engine INFO: Epoch: [9] [ 4000/54024] learning_rate: 0.000100 loss_class: 0.688790 loss_bbox: 0.107247 loss_giou: 0.455899 loss_class_aux: 4.245405 loss_bbox_aux: 0.698351 loss_giou_aux: 2.840846 loss_class_dn: 0.336448 loss_bbox_dn: 0.101171 loss_giou_dn: 0.363497 loss_class_aux_dn: 1.831705 loss_bbox_aux_dn: 0.618556 loss_giou_aux_dn: 2.108067 loss: 14.907753 eta: 43 days, 8:46:32 batch_cost: 1.0545 data_cost: 0.0014 ips: 7.5866 images/s
[08/09 19:14:41] ppdet.engine INFO: Epoch: [9] [ 4100/54024] learning_rate: 0.000100 loss_class: 0.719720 loss_bbox: 0.113818 loss_giou: 0.526888 loss_class_aux: 4.421224 loss_bbox_aux: 0.728854 loss_giou_aux: 3.342806 loss_class_dn: 0.369037 loss_bbox_dn: 0.097516 loss_giou_dn: 0.412274 loss_class_aux_dn: 1.973313 loss_bbox_aux_dn: 0.595889 loss_giou_aux_dn: 2.349621 loss: 16.139033 eta: 43 days, 8:43:13 batch_cost: 1.0586 data_cost: 0.0013 ips: 7.5569 images/s
[08/09 19:16:48] ppdet.engine INFO: Epoch: [9] [ 4200/54024] learning_rate: 0.000100 loss_class: 0.726624 loss_bbox: 0.105573 loss_giou: 0.482813 loss_class_aux: 4.333871 loss_bbox_aux: 0.689552 loss_giou_aux: 3.006277 loss_class_dn: 0.353424 loss_bbox_dn: 0.110569 loss_giou_dn: 0.373170 loss_class_aux_dn: 1.909402 loss_bbox_aux_dn: 0.671044 loss_giou_aux_dn: 2.137365 loss: 15.127330 eta: 43 days, 8:45:27 batch_cost: 1.2217 data_cost: 0.0267 ips: 6.5481 images/s
[08/09 19:18:39] ppdet.engine INFO: Epoch: [9] [ 4300/54024] learning_rate: 0.000100 loss_class: 0.708854 loss_bbox: 0.108344 loss_giou: 0.493975 loss_class_aux: 4.424399 loss_bbox_aux: 0.703404 loss_giou_aux: 3.088173 loss_class_dn: 0.347651 loss_bbox_dn: 0.105902 loss_giou_dn: 0.387700 loss_class_aux_dn: 1.889671 loss_bbox_aux_dn: 0.639346 loss_giou_aux_dn: 2.194704 loss: 15.676155 eta: 43 days, 8:41:53 batch_cost: 1.0513 data_cost: 0.0014 ips: 7.6096 images/s
[08/09 19:20:34] ppdet.engine INFO: Epoch: [9] [ 4400/54024] learning_rate: 0.000100 loss_class: 0.682129 loss_bbox: 0.114358 loss_giou: 0.520557 loss_class_aux: 4.243852 loss_bbox_aux: 0.737255 loss_giou_aux: 3.254968 loss_class_dn: 0.360127 loss_bbox_dn: 0.105295 loss_giou_dn: 0.400199 loss_class_aux_dn: 1.923437 loss_bbox_aux_dn: 0.637027 loss_giou_aux_dn: 2.294106 loss: 15.522213 eta: 43 days, 8:40:00 batch_cost: 1.1006 data_cost: 0.0014 ips: 7.2688 images/s
[08/09 19:22:27] ppdet.engine INFO: Epoch: [9] [ 4500/54024] learning_rate: 0.000100 loss_class: 0.723176 loss_bbox: 0.113324 loss_giou: 0.559240 loss_class_aux: 4.506513 loss_bbox_aux: 0.717129 loss_giou_aux: 3.505203 loss_class_dn: 0.366410 loss_bbox_dn: 0.104161 loss_giou_dn: 0.437094 loss_class_aux_dn: 1.948167 loss_bbox_aux_dn: 0.648616 loss_giou_aux_dn: 2.458448 loss: 16.109577 eta: 43 days, 8:37:23 batch_cost: 1.0795 data_cost: 0.0013 ips: 7.4111 images/s
[08/09 19:24:22] ppdet.engine INFO: Epoch: [9] [ 4600/54024] learning_rate: 0.000100 loss_class: 0.663905 loss_bbox: 0.103327 loss_giou: 0.430744 loss_class_aux: 4.129540 loss_bbox_aux: 0.666791 loss_giou_aux: 2.684896 loss_class_dn: 0.319964 loss_bbox_dn: 0.100561 loss_giou_dn: 0.331200 loss_class_aux_dn: 1.757316 loss_bbox_aux_dn: 0.623420 loss_giou_aux_dn: 1.909358 loss: 13.907523 eta: 43 days, 8:35:23 batch_cost: 1.0974 data_cost: 0.0014 ips: 7.2901 images/s
[08/09 19:26:18] ppdet.engine INFO: Epoch: [9] [ 4700/54024] learning_rate: 0.000100 loss_class: 0.673256 loss_bbox: 0.112549 loss_giou: 0.521407 loss_class_aux: 4.177984 loss_bbox_aux: 0.723054 loss_giou_aux: 3.261102 loss_class_dn: 0.357320 loss_bbox_dn: 0.100829 loss_giou_dn: 0.390474 loss_class_aux_dn: 1.909024 loss_bbox_aux_dn: 0.626015 loss_giou_aux_dn: 2.229956 loss: 15.927949 eta: 43 days, 8:33:40 batch_cost: 1.1057 data_cost: 0.0013 ips: 7.2351 images/s
[08/09 19:28:21] ppdet.engine INFO: Epoch: [9] [ 4800/54024] learning_rate: 0.000100 loss_class: 0.695977 loss_bbox: 0.106026 loss_giou: 0.445533 loss_class_aux: 4.325533 loss_bbox_aux: 0.690419 loss_giou_aux: 2.848316 loss_class_dn: 0.325699 loss_bbox_dn: 0.106365 loss_giou_dn: 0.364392 loss_class_aux_dn: 1.766291 loss_bbox_aux_dn: 0.641846 loss_giou_aux_dn: 2.079313 loss: 14.348302 eta: 43 days, 8:34:33 batch_cost: 1.1820 data_cost: 0.0714 ips: 6.7680 images/s
[08/09 19:30:27] ppdet.engine INFO: Epoch: [9] [ 4900/54024] learning_rate: 0.000100 loss_class: 0.709351 loss_bbox: 0.104438 loss_giou: 0.485623 loss_class_aux: 4.436318 loss_bbox_aux: 0.694577 loss_giou_aux: 3.029650 loss_class_dn: 0.357327 loss_bbox_dn: 0.103050 loss_giou_dn: 0.387676 loss_class_aux_dn: 1.967414 loss_bbox_aux_dn: 0.636355 loss_giou_aux_dn: 2.226196 loss: 15.326297 eta: 43 days, 8:36:14 batch_cost: 1.2061 data_cost: 0.0633 ips: 6.6328 images/s
[08/09 19:32:21] ppdet.engine INFO: Epoch: [9] [ 5000/54024] learning_rate: 0.000100 loss_class: 0.657805 loss_bbox: 0.109075 loss_giou: 0.488306 loss_class_aux: 4.143956 loss_bbox_aux: 0.706457 loss_giou_aux: 3.022588 loss_class_dn: 0.346823 loss_bbox_dn: 0.094118 loss_giou_dn: 0.370854 loss_class_aux_dn: 1.850670 loss_bbox_aux_dn: 0.575774 loss_giou_aux_dn: 2.159247 loss: 14.777223 eta: 43 days, 8:34:06 batch_cost: 1.0934 data_cost: 0.0013 ips: 7.3165 images/s
[08/09 19:34:19] ppdet.engine INFO: Epoch: [9] [ 5100/54024] learning_rate: 0.000100 loss_class: 0.701371 loss_bbox: 0.105876 loss_giou: 0.497639 loss_class_aux: 4.365489 loss_bbox_aux: 0.703212 loss_giou_aux: 3.099833 loss_class_dn: 0.358617 loss_bbox_dn: 0.097749 loss_giou_dn: 0.401682 loss_class_aux_dn: 1.917917 loss_bbox_aux_dn: 0.613181 loss_giou_aux_dn: 2.282683 loss: 15.659012 eta: 43 days, 8:33:05 batch_cost: 1.1264 data_cost: 0.0013 ips: 7.1021 images/s
[08/09 19:36:11] ppdet.engine INFO: Epoch: [9] [ 5200/54024] learning_rate: 0.000100 loss_class: 0.701352 loss_bbox: 0.110746 loss_giou: 0.493338 loss_class_aux: 4.335943 loss_bbox_aux: 0.706046 loss_giou_aux: 3.098565 loss_class_dn: 0.342698 loss_bbox_dn: 0.105796 loss_giou_dn: 0.381057 loss_class_aux_dn: 1.851189 loss_bbox_aux_dn: 0.641032 loss_giou_aux_dn: 2.147907 loss: 15.283800 eta: 43 days, 8:29:57 batch_cost: 1.0640 data_cost: 0.0013 ips: 7.5188 images/s
[08/09 19:38:02] ppdet.engine INFO: Epoch: [9] [ 5300/54024] learning_rate: 0.000100 loss_class: 0.726979 loss_bbox: 0.104116 loss_giou: 0.538046 loss_class_aux: 4.520087 loss_bbox_aux: 0.683960 loss_giou_aux: 3.290421 loss_class_dn: 0.357822 loss_bbox_dn: 0.099119 loss_giou_dn: 0.400281 loss_class_aux_dn: 1.942835 loss_bbox_aux_dn: 0.589286 loss_giou_aux_dn: 2.330281 loss: 16.162848 eta: 43 days, 8:26:25 batch_cost: 1.0521 data_cost: 0.0013 ips: 7.6040 images/s
[08/09 19:39:55] ppdet.engine INFO: Epoch: [9] [ 5400/54024] learning_rate: 0.000100 loss_class: 0.687708 loss_bbox: 0.105324 loss_giou: 0.487284 loss_class_aux: 4.274348 loss_bbox_aux: 0.707162 loss_giou_aux: 3.035243 loss_class_dn: 0.343006 loss_bbox_dn: 0.097007 loss_giou_dn: 0.371916 loss_class_aux_dn: 1.854084 loss_bbox_aux_dn: 0.599063 loss_giou_aux_dn: 2.105508 loss: 14.400465 eta: 43 days, 8:23:51 batch_cost: 1.0808 data_cost: 0.0156 ips: 7.4019 images/s
[08/09 19:41:49] ppdet.engine INFO: Epoch: [9] [ 5500/54024] learning_rate: 0.000100 loss_class: 0.692851 loss_bbox: 0.110464 loss_giou: 0.510537 loss_class_aux: 4.277791 loss_bbox_aux: 0.717995 loss_giou_aux: 3.164412 loss_class_dn: 0.351607 loss_bbox_dn: 0.101885 loss_giou_dn: 0.385190 loss_class_aux_dn: 1.897552 loss_bbox_aux_dn: 0.642330 loss_giou_aux_dn: 2.193253 loss: 15.216298 eta: 43 days, 8:21:45 batch_cost: 1.0942 data_cost: 0.0040 ips: 7.3112 images/s
[08/09 19:43:42] ppdet.engine INFO: Epoch: [9] [ 5600/54024] learning_rate: 0.000100 loss_class: 0.666476 loss_bbox: 0.111037 loss_giou: 0.478311 loss_class_aux: 4.120271 loss_bbox_aux: 0.710826 loss_giou_aux: 3.010217 loss_class_dn: 0.347992 loss_bbox_dn: 0.101961 loss_giou_dn: 0.371874 loss_class_aux_dn: 1.886773 loss_bbox_aux_dn: 0.628043 loss_giou_aux_dn: 2.118593 loss: 15.168085 eta: 43 days, 8:18:52 batch_cost: 1.0713 data_cost: 0.0013 ips: 7.4677 images/s
[08/09 19:45:34] ppdet.engine INFO: Epoch: [9] [ 5700/54024] learning_rate: 0.000100 loss_class: 0.687972 loss_bbox: 0.106065 loss_giou: 0.484623 loss_class_aux: 4.266550 loss_bbox_aux: 0.689515 loss_giou_aux: 3.077735 loss_class_dn: 0.336734 loss_bbox_dn: 0.102315 loss_giou_dn: 0.370384 loss_class_aux_dn: 1.827227 loss_bbox_aux_dn: 0.619485 loss_giou_aux_dn: 2.100689 loss: 14.902579 eta: 43 days, 8:15:59 batch_cost: 1.0713 data_cost: 0.0014 ips: 7.4672 images/s
[08/09 19:47:29] ppdet.engine INFO: Epoch: [9] [ 5800/54024] learning_rate: 0.000100 loss_class: 0.672732 loss_bbox: 0.109482 loss_giou: 0.478961 loss_class_aux: 4.160322 loss_bbox_aux: 0.718681 loss_giou_aux: 2.988763 loss_class_dn: 0.335566 loss_bbox_dn: 0.110982 loss_giou_dn: 0.366183 loss_class_aux_dn: 1.808703 loss_bbox_aux_dn: 0.692676 loss_giou_aux_dn: 2.126913 loss: 15.233540 eta: 43 days, 8:14:00 batch_cost: 1.0977 data_cost: 0.0111 ips: 7.2880 images/s
[08/09 19:49:20] ppdet.engine INFO: Epoch: [9] [ 5900/54024] learning_rate: 0.000100 loss_class: 0.676075 loss_bbox: 0.111956 loss_giou: 0.479363 loss_class_aux: 4.178335 loss_bbox_aux: 0.722170 loss_giou_aux: 2.964458 loss_class_dn: 0.332361 loss_bbox_dn: 0.104169 loss_giou_dn: 0.373496 loss_class_aux_dn: 1.790126 loss_bbox_aux_dn: 0.653373 loss_giou_aux_dn: 2.113773 loss: 14.829736 eta: 43 days, 8:10:48 batch_cost: 1.0619 data_cost: 0.0014 ips: 7.5334 images/s
[08/09 19:51:14] ppdet.engine INFO: Epoch: [9] [ 6000/54024] learning_rate: 0.000100 loss_class: 0.684145 loss_bbox: 0.105704 loss_giou: 0.471952 loss_class_aux: 4.244864 loss_bbox_aux: 0.687130 loss_giou_aux: 3.009456 loss_class_dn: 0.330499 loss_bbox_dn: 0.092930 loss_giou_dn: 0.362718 loss_class_aux_dn: 1.816875 loss_bbox_aux_dn: 0.600479 loss_giou_aux_dn: 2.122753 loss: 14.630702 eta: 43 days, 8:08:26 batch_cost: 1.0864 data_cost: 0.0013 ips: 7.3637 images/s
[08/09 19:53:08] ppdet.engine INFO: Epoch: [9] [ 6100/54024] learning_rate: 0.000100 loss_class: 0.685505 loss_bbox: 0.114350 loss_giou: 0.476570 loss_class_aux: 4.306776 loss_bbox_aux: 0.742799 loss_giou_aux: 2.924716 loss_class_dn: 0.348087 loss_bbox_dn: 0.101101 loss_giou_dn: 0.356133 loss_class_aux_dn: 1.860499 loss_bbox_aux_dn: 0.644044 loss_giou_aux_dn: 2.062983 loss: 15.099139 eta: 43 days, 8:05:57 batch_cost: 1.0830 data_cost: 0.0013 ips: 7.3867 images/s
[08/09 19:55:06] ppdet.engine INFO: Epoch: [9] [ 6200/54024] learning_rate: 0.000100 loss_class: 0.687437 loss_bbox: 0.112746 loss_giou: 0.492313 loss_class_aux: 4.302987 loss_bbox_aux: 0.711308 loss_giou_aux: 3.026561 loss_class_dn: 0.333084 loss_bbox_dn: 0.103943 loss_giou_dn: 0.369386 loss_class_aux_dn: 1.820583 loss_bbox_aux_dn: 0.644170 loss_giou_aux_dn: 2.116250 loss: 15.053295 eta: 43 days, 8:04:42 batch_cost: 1.1192 data_cost: 0.0014 ips: 7.1481 images/s
[08/09 19:56:55] ppdet.engine INFO: Epoch: [9] [ 6300/54024] learning_rate: 0.000100 loss_class: 0.688315 loss_bbox: 0.108277 loss_giou: 0.486865 loss_class_aux: 4.236587 loss_bbox_aux: 0.717071 loss_giou_aux: 2.994017 loss_class_dn: 0.339106 loss_bbox_dn: 0.109958 loss_giou_dn: 0.358051 loss_class_aux_dn: 1.848153 loss_bbox_aux_dn: 0.657602 loss_giou_aux_dn: 2.039222 loss: 14.771222 eta: 43 days, 8:00:46 batch_cost: 1.0398 data_cost: 0.0013 ips: 7.6935 images/s
[08/09 19:58:59] ppdet.engine INFO: Epoch: [9] [ 6400/54024] learning_rate: 0.000100 loss_class: 0.686024 loss_bbox: 0.119265 loss_giou: 0.493724 loss_class_aux: 4.338233 loss_bbox_aux: 0.729801 loss_giou_aux: 2.996901 loss_class_dn: 0.347510 loss_bbox_dn: 0.108323 loss_giou_dn: 0.367908 loss_class_aux_dn: 1.903619 loss_bbox_aux_dn: 0.656689 loss_giou_aux_dn: 2.103942 loss: 15.198607 eta: 43 days, 8:01:47 batch_cost: 1.1872 data_cost: 0.0015 ips: 6.7388 images/s
[08/09 20:00:51] ppdet.engine INFO: Epoch: [9] [ 6500/54024] learning_rate: 0.000100 loss_class: 0.705707 loss_bbox: 0.109493 loss_giou: 0.505225 loss_class_aux: 4.286130 loss_bbox_aux: 0.708115 loss_giou_aux: 3.128439 loss_class_dn: 0.363259 loss_bbox_dn: 0.107073 loss_giou_dn: 0.393719 loss_class_aux_dn: 1.942444 loss_bbox_aux_dn: 0.655805 loss_giou_aux_dn: 2.267235 loss: 15.511076 eta: 43 days, 7:58:41 batch_cost: 1.0646 data_cost: 0.0013 ips: 7.5147 images/s
[08/09 20:02:54] ppdet.engine INFO: Epoch: [9] [ 6600/54024] learning_rate: 0.000100 loss_class: 0.671199 loss_bbox: 0.103485 loss_giou: 0.472409 loss_class_aux: 4.156535 loss_bbox_aux: 0.690973 loss_giou_aux: 2.917307 loss_class_dn: 0.330002 loss_bbox_dn: 0.102025 loss_giou_dn: 0.370624 loss_class_aux_dn: 1.812636 loss_bbox_aux_dn: 0.605896 loss_giou_aux_dn: 2.094837 loss: 14.386936 eta: 43 days, 7:59:22 batch_cost: 1.1774 data_cost: 0.0013 ips: 6.7949 images/s
[08/09 20:04:45] ppdet.engine INFO: Epoch: [9] [ 6700/54024] learning_rate: 0.000100 loss_class: 0.658008 loss_bbox: 0.110833 loss_giou: 0.435876 loss_class_aux: 3.941375 loss_bbox_aux: 0.730768 loss_giou_aux: 2.711951 loss_class_dn: 0.325889 loss_bbox_dn: 0.110669 loss_giou_dn: 0.342215 loss_class_aux_dn: 1.769811 loss_bbox_aux_dn: 0.676205 loss_giou_aux_dn: 2.008618 loss: 14.462956 eta: 43 days, 7:56:10 batch_cost: 1.0616 data_cost: 0.0013 ips: 7.5359 images/s
[08/09 20:06:37] ppdet.engine INFO: Epoch: [9] [ 6800/54024] learning_rate: 0.000100 loss_class: 0.650476 loss_bbox: 0.101535 loss_giou: 0.471025 loss_class_aux: 4.003679 loss_bbox_aux: 0.660073 loss_giou_aux: 2.919945 loss_class_dn: 0.322761 loss_bbox_dn: 0.094310 loss_giou_dn: 0.364629 loss_class_aux_dn: 1.755510 loss_bbox_aux_dn: 0.577287 loss_giou_aux_dn: 2.082909 loss: 14.227801 eta: 43 days, 7:53:17 batch_cost: 1.0706 data_cost: 0.0014 ips: 7.4727 images/s
[08/09 20:08:33] ppdet.engine INFO: Epoch: [9] [ 6900/54024] learning_rate: 0.000100 loss_class: 0.674041 loss_bbox: 0.099892 loss_giou: 0.507452 loss_class_aux: 4.197131 loss_bbox_aux: 0.654761 loss_giou_aux: 3.132848 loss_class_dn: 0.344300 loss_bbox_dn: 0.100107 loss_giou_dn: 0.385307 loss_class_aux_dn: 1.822882 loss_bbox_aux_dn: 0.624052 loss_giou_aux_dn: 2.198121 loss: 15.043690 eta: 43 days, 7:51:28 batch_cost: 1.1029 data_cost: 0.0014 ips: 7.2537 images/s
[08/09 20:10:24] ppdet.engine INFO: Epoch: [9] [ 7000/54024] learning_rate: 0.000100 loss_class: 0.738355 loss_bbox: 0.117205 loss_giou: 0.564241 loss_class_aux: 4.630891 loss_bbox_aux: 0.754006 loss_giou_aux: 3.509417 loss_class_dn: 0.382977 loss_bbox_dn: 0.105774 loss_giou_dn: 0.428357 loss_class_aux_dn: 2.033307 loss_bbox_aux_dn: 0.641039 loss_giou_aux_dn: 2.448791 loss: 16.793806 eta: 43 days, 7:48:04 batch_cost: 1.0555 data_cost: 0.0014 ips: 7.5795 images/s
[08/09 20:12:19] ppdet.engine INFO: Epoch: [9] [ 7100/54024] learning_rate: 0.000100 loss_class: 0.705985 loss_bbox: 0.102483 loss_giou: 0.468800 loss_class_aux: 4.321211 loss_bbox_aux: 0.668595 loss_giou_aux: 2.898569 loss_class_dn: 0.335060 loss_bbox_dn: 0.096066 loss_giou_dn: 0.359169 loss_class_aux_dn: 1.814160 loss_bbox_aux_dn: 0.593401 loss_giou_aux_dn: 2.047689 loss: 14.196385 eta: 43 days, 7:46:20 batch_cost: 1.1049 data_cost: 0.0014 ips: 7.2402 images/s
[08/09 20:14:10] ppdet.engine INFO: Epoch: [9] [ 7200/54024] learning_rate: 0.000100 loss_class: 0.662625 loss_bbox: 0.110517 loss_giou: 0.509643 loss_class_aux: 4.220397 loss_bbox_aux: 0.718386 loss_giou_aux: 3.160694 loss_class_dn: 0.342775 loss_bbox_dn: 0.099747 loss_giou_dn: 0.395456 loss_class_aux_dn: 1.857050 loss_bbox_aux_dn: 0.616306 loss_giou_aux_dn: 2.264138 loss: 15.187211 eta: 43 days, 7:42:58 batch_cost: 1.0567 data_cost: 0.0014 ips: 7.5706 images/s
[08/09 20:16:10] ppdet.engine INFO: Epoch: [9] [ 7300/54024] learning_rate: 0.000100 loss_class: 0.698941 loss_bbox: 0.113963 loss_giou: 0.484400 loss_class_aux: 4.376694 loss_bbox_aux: 0.740933 loss_giou_aux: 3.017247 loss_class_dn: 0.330000 loss_bbox_dn: 0.101760 loss_giou_dn: 0.375151 loss_class_aux_dn: 1.772635 loss_bbox_aux_dn: 0.642362 loss_giou_aux_dn: 2.139661 loss: 14.885226 eta: 43 days, 7:42:29 batch_cost: 1.1426 data_cost: 0.0014 ips: 7.0014 images/s
[08/09 20:18:02] ppdet.engine INFO: Epoch: [9] [ 7400/54024] learning_rate: 0.000100 loss_class: 0.685401 loss_bbox: 0.107554 loss_giou: 0.536251 loss_class_aux: 4.247323 loss_bbox_aux: 0.727190 loss_giou_aux: 3.374859 loss_class_dn: 0.361460 loss_bbox_dn: 0.103911 loss_giou_dn: 0.414473 loss_class_aux_dn: 1.922236 loss_bbox_aux_dn: 0.627798 loss_giou_aux_dn: 2.355935 loss: 15.760330 eta: 43 days, 7:39:40 batch_cost: 1.0724 data_cost: 0.0014 ips: 7.4597 images/s
[08/09 20:20:06] ppdet.engine INFO: Epoch: [9] [ 7500/54024] learning_rate: 0.000100 loss_class: 0.647891 loss_bbox: 0.105368 loss_giou: 0.445781 loss_class_aux: 4.046348 loss_bbox_aux: 0.697315 loss_giou_aux: 2.791227 loss_class_dn: 0.333544 loss_bbox_dn: 0.102330 loss_giou_dn: 0.341316 loss_class_aux_dn: 1.777618 loss_bbox_aux_dn: 0.640645 loss_giou_aux_dn: 1.953767 loss: 14.019123 eta: 43 days, 7:40:34 batch_cost: 1.1840 data_cost: 0.1211 ips: 6.7570 images/s
[08/09 20:21:55] ppdet.engine INFO: Epoch: [9] [ 7600/54024] learning_rate: 0.000100 loss_class: 0.663923 loss_bbox: 0.101481 loss_giou: 0.487291 loss_class_aux: 4.134774 loss_bbox_aux: 0.670690 loss_giou_aux: 3.060203 loss_class_dn: 0.341013 loss_bbox_dn: 0.087944 loss_giou_dn: 0.380807 loss_class_aux_dn: 1.827220 loss_bbox_aux_dn: 0.526123 loss_giou_aux_dn: 2.183798 loss: 14.491498 eta: 43 days, 7:36:46 batch_cost: 1.0433 data_cost: 0.0023 ips: 7.6680 images/s
[08/09 20:23:55] ppdet.engine INFO: Epoch: [9] [ 7700/54024] learning_rate: 0.000100 loss_class: 0.688036 loss_bbox: 0.112602 loss_giou: 0.526827 loss_class_aux: 4.284659 loss_bbox_aux: 0.720307 loss_giou_aux: 3.306201 loss_class_dn: 0.351171 loss_bbox_dn: 0.103570 loss_giou_dn: 0.403911 loss_class_aux_dn: 1.891377 loss_bbox_aux_dn: 0.626268 loss_giou_aux_dn: 2.296446 loss: 15.393804 eta: 43 days, 7:36:16 batch_cost: 1.1423 data_cost: 0.0014 ips: 7.0032 images/s
[08/09 20:25:52] ppdet.engine INFO: Epoch: [9] [ 7800/54024] learning_rate: 0.000100 loss_class: 0.679449 loss_bbox: 0.111483 loss_giou: 0.484244 loss_class_aux: 4.215768 loss_bbox_aux: 0.713321 loss_giou_aux: 2.982213 loss_class_dn: 0.352620 loss_bbox_dn: 0.102509 loss_giou_dn: 0.369976 loss_class_aux_dn: 1.901105 loss_bbox_aux_dn: 0.627370 loss_giou_aux_dn: 2.122266 loss: 14.992269 eta: 43 days, 7:34:57 batch_cost: 1.1177 data_cost: 0.0014 ips: 7.1579 images/s
[08/09 20:27:48] ppdet.engine INFO: Epoch: [9] [ 7900/54024] learning_rate: 0.000100 loss_class: 0.702027 loss_bbox: 0.114405 loss_giou: 0.528345 loss_class_aux: 4.391082 loss_bbox_aux: 0.717319 loss_giou_aux: 3.319709 loss_class_dn: 0.350921 loss_bbox_dn: 0.092909 loss_giou_dn: 0.387999 loss_class_aux_dn: 1.917392 loss_bbox_aux_dn: 0.581036 loss_giou_aux_dn: 2.178773 loss: 15.391819 eta: 43 days, 7:33:15 batch_cost: 1.1064 data_cost: 0.0016 ips: 7.2306 images/s
[08/09 20:29:49] ppdet.engine INFO: Epoch: [9] [ 8000/54024] learning_rate: 0.000100 loss_class: 0.711130 loss_bbox: 0.118206 loss_giou: 0.510850 loss_class_aux: 4.390156 loss_bbox_aux: 0.746968 loss_giou_aux: 3.196025 loss_class_dn: 0.346100 loss_bbox_dn: 0.100068 loss_giou_dn: 0.385123 loss_class_aux_dn: 1.889256 loss_bbox_aux_dn: 0.643880 loss_giou_aux_dn: 2.182438 loss: 15.748820 eta: 43 days, 7:33:09 batch_cost: 1.1543 data_cost: 0.0014 ips: 6.9306 images/s
[08/09 20:31:41] ppdet.engine INFO: Epoch: [9] [ 8100/54024] learning_rate: 0.000100 loss_class: 0.683173 loss_bbox: 0.111119 loss_giou: 0.509929 loss_class_aux: 4.187421 loss_bbox_aux: 0.729408 loss_giou_aux: 3.238616 loss_class_dn: 0.351901 loss_bbox_dn: 0.102988 loss_giou_dn: 0.377041 loss_class_aux_dn: 1.865848 loss_bbox_aux_dn: 0.624532 loss_giou_aux_dn: 2.136817 loss: 15.416992 eta: 43 days, 7:30:09 batch_cost: 1.0672 data_cost: 0.0014 ips: 7.4959 images/s
[08/09 20:33:32] ppdet.engine INFO: Epoch: [9] [ 8200/54024] learning_rate: 0.000100 loss_class: 0.697914 loss_bbox: 0.103045 loss_giou: 0.482858 loss_class_aux: 4.296971 loss_bbox_aux: 0.691124 loss_giou_aux: 2.976708 loss_class_dn: 0.332348 loss_bbox_dn: 0.098550 loss_giou_dn: 0.360674 loss_class_aux_dn: 1.797183 loss_bbox_aux_dn: 0.616599 loss_giou_aux_dn: 2.080253 loss: 14.662225 eta: 43 days, 7:26:54 batch_cost: 1.0596 data_cost: 0.0013 ips: 7.5503 images/s
[08/09 20:35:38] ppdet.engine INFO: Epoch: [9] [ 8300/54024] learning_rate: 0.000100 loss_class: 0.687633 loss_bbox: 0.110182 loss_giou: 0.488735 loss_class_aux: 4.249238 loss_bbox_aux: 0.733409 loss_giou_aux: 3.073962 loss_class_dn: 0.331779 loss_bbox_dn: 0.098877 loss_giou_dn: 0.365143 loss_class_aux_dn: 1.798031 loss_bbox_aux_dn: 0.617518 loss_giou_aux_dn: 2.125362 loss: 14.973916 eta: 43 days, 7:28:32 batch_cost: 1.2068 data_cost: 0.0651 ips: 6.6294 images/s
[08/09 20:37:28] ppdet.engine INFO: Epoch: [9] [ 8400/54024] learning_rate: 0.000100 loss_class: 0.644351 loss_bbox: 0.103882 loss_giou: 0.460337 loss_class_aux: 3.981764 loss_bbox_aux: 0.684914 loss_giou_aux: 2.867535 loss_class_dn: 0.304968 loss_bbox_dn: 0.100279 loss_giou_dn: 0.345617 loss_class_aux_dn: 1.675806 loss_bbox_aux_dn: 0.615971 loss_giou_aux_dn: 1.994781 loss: 13.725814 eta: 43 days, 7:25:03 batch_cost: 1.0526 data_cost: 0.0014 ips: 7.6005 images/s
[08/09 20:39:22] ppdet.engine INFO: Epoch: [9] [ 8500/54024] learning_rate: 0.000100 loss_class: 0.674089 loss_bbox: 0.105465 loss_giou: 0.489218 loss_class_aux: 4.277761 loss_bbox_aux: 0.693005 loss_giou_aux: 3.055301 loss_class_dn: 0.354397 loss_bbox_dn: 0.104337 loss_giou_dn: 0.379922 loss_class_aux_dn: 1.890635 loss_bbox_aux_dn: 0.615250 loss_giou_aux_dn: 2.191474 loss: 15.494532 eta: 43 days, 7:22:36 batch_cost: 1.0837 data_cost: 0.0014 ips: 7.3822 images/s
[08/09 20:41:15] ppdet.engine INFO: Epoch: [9] [ 8600/54024] learning_rate: 0.000100 loss_class: 0.730475 loss_bbox: 0.113497 loss_giou: 0.531743 loss_class_aux: 4.517226 loss_bbox_aux: 0.745614 loss_giou_aux: 3.330775 loss_class_dn: 0.371051 loss_bbox_dn: 0.106143 loss_giou_dn: 0.413597 loss_class_aux_dn: 1.974562 loss_bbox_aux_dn: 0.651187 loss_giou_aux_dn: 2.322057 loss: 15.889409 eta: 43 days, 7:19:52 batch_cost: 1.0749 data_cost: 0.0014 ips: 7.4426 images/s
[08/09 20:43:08] ppdet.engine INFO: Epoch: [9] [ 8700/54024] learning_rate: 0.000100 loss_class: 0.698852 loss_bbox: 0.109026 loss_giou: 0.465255 loss_class_aux: 4.375605 loss_bbox_aux: 0.726316 loss_giou_aux: 2.908740 loss_class_dn: 0.350177 loss_bbox_dn: 0.102519 loss_giou_dn: 0.360132 loss_class_aux_dn: 1.867123 loss_bbox_aux_dn: 0.636836 loss_giou_aux_dn: 2.075368 loss: 15.328167 eta: 43 days, 7:17:20 batch_cost: 1.0809 data_cost: 0.0014 ips: 7.4011 images/s
[08/09 20:45:16] ppdet.engine INFO: Epoch: [9] [ 8800/54024] learning_rate: 0.000100 loss_class: 0.725842 loss_bbox: 0.111384 loss_giou: 0.547379 loss_class_aux: 4.447629 loss_bbox_aux: 0.737860 loss_giou_aux: 3.427736 loss_class_dn: 0.380319 loss_bbox_dn: 0.107548 loss_giou_dn: 0.421921 loss_class_aux_dn: 2.028625 loss_bbox_aux_dn: 0.665979 loss_giou_aux_dn: 2.417210 loss: 16.468923 eta: 43 days, 7:19:47 batch_cost: 1.2318 data_cost: 0.0013 ips: 6.4946 images/s
[08/09 20:47:09] ppdet.engine INFO: Epoch: [9] [ 8900/54024] learning_rate: 0.000100 loss_class: 0.634057 loss_bbox: 0.102143 loss_giou: 0.546282 loss_class_aux: 3.933077 loss_bbox_aux: 0.654080 loss_giou_aux: 3.393681 loss_class_dn: 0.333840 loss_bbox_dn: 0.097789 loss_giou_dn: 0.394262 loss_class_aux_dn: 1.788421 loss_bbox_aux_dn: 0.635368 loss_giou_aux_dn: 2.258711 loss: 14.597379 eta: 43 days, 7:17:06 batch_cost: 1.0768 data_cost: 0.0013 ips: 7.4296 images/s
[08/09 20:48:58] ppdet.engine INFO: Epoch: [9] [ 9000/54024] learning_rate: 0.000100 loss_class: 0.715562 loss_bbox: 0.111340 loss_giou: 0.460377 loss_class_aux: 4.459321 loss_bbox_aux: 0.714754 loss_giou_aux: 2.878887 loss_class_dn: 0.346413 loss_bbox_dn: 0.096399 loss_giou_dn: 0.350243 loss_class_aux_dn: 1.875305 loss_bbox_aux_dn: 0.621235 loss_giou_aux_dn: 2.041856 loss: 15.274785 eta: 43 days, 7:12:59 batch_cost: 1.0330 data_cost: 0.0013 ips: 7.7443 images/s
[08/09 20:50:53] ppdet.engine INFO: Epoch: [9] [ 9100/54024] learning_rate: 0.000100 loss_class: 0.690624 loss_bbox: 0.117497 loss_giou: 0.491268 loss_class_aux: 4.303772 loss_bbox_aux: 0.743356 loss_giou_aux: 3.104176 loss_class_dn: 0.380244 loss_bbox_dn: 0.110736 loss_giou_dn: 0.382655 loss_class_aux_dn: 1.988576 loss_bbox_aux_dn: 0.683257 loss_giou_aux_dn: 2.176594 loss: 15.942171 eta: 43 days, 7:11:05 batch_cost: 1.1001 data_cost: 0.0013 ips: 7.2723 images/s
[08/09 20:52:48] ppdet.engine INFO: Epoch: [9] [ 9200/54024] learning_rate: 0.000100 loss_class: 0.681107 loss_bbox: 0.114077 loss_giou: 0.518099 loss_class_aux: 4.206920 loss_bbox_aux: 0.758266 loss_giou_aux: 3.282790 loss_class_dn: 0.347438 loss_bbox_dn: 0.104283 loss_giou_dn: 0.393336 loss_class_aux_dn: 1.881083 loss_bbox_aux_dn: 0.634380 loss_giou_aux_dn: 2.258648 loss: 15.280735 eta: 43 days, 7:09:00 batch_cost: 1.0949 data_cost: 0.0014 ips: 7.3068 images/s
[08/09 20:54:48] ppdet.engine INFO: Epoch: [9] [ 9300/54024] learning_rate: 0.000100 loss_class: 0.691340 loss_bbox: 0.109022 loss_giou: 0.463826 loss_class_aux: 4.302784 loss_bbox_aux: 0.686960 loss_giou_aux: 2.924966 loss_class_dn: 0.357089 loss_bbox_dn: 0.096430 loss_giou_dn: 0.365495 loss_class_aux_dn: 1.933621 loss_bbox_aux_dn: 0.600688 loss_giou_aux_dn: 2.096105 loss: 14.943145 eta: 43 days, 7:08:39 batch_cost: 1.1471 data_cost: 0.0015 ips: 6.9741 images/s
[08/09 20:56:46] ppdet.engine INFO: Epoch: [9] [ 9400/54024] learning_rate: 0.000100 loss_class: 0.677697 loss_bbox: 0.106976 loss_giou: 0.453903 loss_class_aux: 4.290142 loss_bbox_aux: 0.686717 loss_giou_aux: 2.884051 loss_class_dn: 0.342406 loss_bbox_dn: 0.102377 loss_giou_dn: 0.352439 loss_class_aux_dn: 1.828953 loss_bbox_aux_dn: 0.612213 loss_giou_aux_dn: 1.985459 loss: 14.672912 eta: 43 days, 7:07:55 batch_cost: 1.1356 data_cost: 0.1000 ips: 7.0445 images/s
[08/09 20:58:45] ppdet.engine INFO: Epoch: [9] [ 9500/54024] learning_rate: 0.000100 loss_class: 0.683283 loss_bbox: 0.108843 loss_giou: 0.457032 loss_class_aux: 4.258209 loss_bbox_aux: 0.688326 loss_giou_aux: 2.880790 loss_class_dn: 0.337462 loss_bbox_dn: 0.102506 loss_giou_dn: 0.347140 loss_class_aux_dn: 1.833428 loss_bbox_aux_dn: 0.613679 loss_giou_aux_dn: 2.027272 loss: 14.117856 eta: 43 days, 7:06:56 batch_cost: 1.1281 data_cost: 0.0014 ips: 7.0914 images/s
[08/09 21:00:40] ppdet.engine INFO: Epoch: [9] [ 9600/54024] learning_rate: 0.000100 loss_class: 0.738109 loss_bbox: 0.110792 loss_giou: 0.485892 loss_class_aux: 4.536324 loss_bbox_aux: 0.723260 loss_giou_aux: 3.028367 loss_class_dn: 0.353558 loss_bbox_dn: 0.109323 loss_giou_dn: 0.371747 loss_class_aux_dn: 1.918086 loss_bbox_aux_dn: 0.668332 loss_giou_aux_dn: 2.127923 loss: 15.481515 eta: 43 days, 7:04:58 batch_cost: 1.0981 data_cost: 0.0014 ips: 7.2851 images/s
[08/09 21:02:36] ppdet.engine INFO: Epoch: [9] [ 9700/54024] learning_rate: 0.000100 loss_class: 0.720177 loss_bbox: 0.107427 loss_giou: 0.516411 loss_class_aux: 4.528648 loss_bbox_aux: 0.722610 loss_giou_aux: 3.242428 loss_class_dn: 0.356964 loss_bbox_dn: 0.106632 loss_giou_dn: 0.391772 loss_class_aux_dn: 1.942992 loss_bbox_aux_dn: 0.641607 loss_giou_aux_dn: 2.217407 loss: 15.353581 eta: 43 days, 7:03:31 batch_cost: 1.1139 data_cost: 0.0406 ips: 7.1819 images/s
[08/09 21:04:35] ppdet.engine INFO: Epoch: [9] [ 9800/54024] learning_rate: 0.000100 loss_class: 0.687670 loss_bbox: 0.107097 loss_giou: 0.451387 loss_class_aux: 4.318838 loss_bbox_aux: 0.685114 loss_giou_aux: 2.806047 loss_class_dn: 0.333465 loss_bbox_dn: 0.103945 loss_giou_dn: 0.346204 loss_class_aux_dn: 1.822338 loss_bbox_aux_dn: 0.618809 loss_giou_aux_dn: 1.996874 loss: 14.202569 eta: 43 days, 7:02:30 batch_cost: 1.1271 data_cost: 0.0603 ips: 7.0980 images/s
[08/09 21:06:30] ppdet.engine INFO: Epoch: [9] [ 9900/54024] learning_rate: 0.000100 loss_class: 0.677119 loss_bbox: 0.106849 loss_giou: 0.467823 loss_class_aux: 4.225092 loss_bbox_aux: 0.685507 loss_giou_aux: 2.968695 loss_class_dn: 0.344061 loss_bbox_dn: 0.100989 loss_giou_dn: 0.365940 loss_class_aux_dn: 1.830437 loss_bbox_aux_dn: 0.633871 loss_giou_aux_dn: 2.145253 loss: 14.924661 eta: 43 days, 7:00:37 batch_cost: 1.1007 data_cost: 0.0014 ips: 7.2679 images/s
[08/09 21:08:35] ppdet.engine INFO: Epoch: [9] [10000/54024] learning_rate: 0.000100 loss_class: 0.702540 loss_bbox: 0.107080 loss_giou: 0.480016 loss_class_aux: 4.402663 loss_bbox_aux: 0.702468 loss_giou_aux: 3.062991 loss_class_dn: 0.343185 loss_bbox_dn: 0.099199 loss_giou_dn: 0.363077 loss_class_aux_dn: 1.882204 loss_bbox_aux_dn: 0.624071 loss_giou_aux_dn: 2.060387 loss: 14.900815 eta: 43 days, 7:02:04 batch_cost: 1.2022 data_cost: 0.0014 ips: 6.6546 images/s
[08/09 21:10:33] ppdet.engine INFO: Epoch: [9] [10100/54024] learning_rate: 0.000100 loss_class: 0.699147 loss_bbox: 0.108619 loss_giou: 0.516898 loss_class_aux: 4.302098 loss_bbox_aux: 0.697907 loss_giou_aux: 3.174146 loss_class_dn: 0.352883 loss_bbox_dn: 0.095812 loss_giou_dn: 0.373424 loss_class_aux_dn: 1.872678 loss_bbox_aux_dn: 0.581464 loss_giou_aux_dn: 2.139622 loss: 15.702656 eta: 43 days, 7:00:51 batch_cost: 1.1213 data_cost: 0.0014 ips: 7.1344 images/s
[08/09 21:12:28] ppdet.engine INFO: Epoch: [9] [10200/54024] learning_rate: 0.000100 loss_class: 0.710983 loss_bbox: 0.112004 loss_giou: 0.491931 loss_class_aux: 4.418626 loss_bbox_aux: 0.739465 loss_giou_aux: 3.076149 loss_class_dn: 0.344177 loss_bbox_dn: 0.110479 loss_giou_dn: 0.380887 loss_class_aux_dn: 1.865236 loss_bbox_aux_dn: 0.671373 loss_giou_aux_dn: 2.167164 loss: 14.955487 eta: 43 days, 6:58:56 batch_cost: 1.0998 data_cost: 0.0014 ips: 7.2739 images/s
[08/09 21:14:17] ppdet.engine INFO: Epoch: [9] [10300/54024] learning_rate: 0.000100 loss_class: 0.677589 loss_bbox: 0.099065 loss_giou: 0.480405 loss_class_aux: 4.187401 loss_bbox_aux: 0.656079 loss_giou_aux: 3.009457 loss_class_dn: 0.336064 loss_bbox_dn: 0.094410 loss_giou_dn: 0.361789 loss_class_aux_dn: 1.825551 loss_bbox_aux_dn: 0.576999 loss_giou_aux_dn: 2.046903 loss: 14.614118 eta: 43 days, 6:54:58 batch_cost: 1.0372 data_cost: 0.0014 ips: 7.7129 images/s
[08/09 21:16:13] ppdet.engine INFO: Epoch: [9] [10400/54024] learning_rate: 0.000100 loss_class: 0.689195 loss_bbox: 0.105394 loss_giou: 0.469863 loss_class_aux: 4.287678 loss_bbox_aux: 0.692553 loss_giou_aux: 2.953820 loss_class_dn: 0.330094 loss_bbox_dn: 0.098352 loss_giou_dn: 0.367028 loss_class_aux_dn: 1.797620 loss_bbox_aux_dn: 0.604457 loss_giou_aux_dn: 2.127575 loss: 14.659261 eta: 43 days, 6:53:07 batch_cost: 1.1021 data_cost: 0.0014 ips: 7.2589 images/s
[08/09 21:18:03] ppdet.engine INFO: Epoch: [9] [10500/54024] learning_rate: 0.000100 loss_class: 0.664697 loss_bbox: 0.110034 loss_giou: 0.464799 loss_class_aux: 4.184430 loss_bbox_aux: 0.720166 loss_giou_aux: 2.920630 loss_class_dn: 0.324511 loss_bbox_dn: 0.102997 loss_giou_dn: 0.353883 loss_class_aux_dn: 1.758670 loss_bbox_aux_dn: 0.621113 loss_giou_aux_dn: 2.051895 loss: 14.137383 eta: 43 days, 6:49:31 batch_cost: 1.0483 data_cost: 0.0014 ips: 7.6311 images/s
[08/09 21:19:56] ppdet.engine INFO: Epoch: [9] [10600/54024] learning_rate: 0.000100 loss_class: 0.699800 loss_bbox: 0.111665 loss_giou: 0.500128 loss_class_aux: 4.309397 loss_bbox_aux: 0.710877 loss_giou_aux: 3.131111 loss_class_dn: 0.350052 loss_bbox_dn: 0.102617 loss_giou_dn: 0.382759 loss_class_aux_dn: 1.882376 loss_bbox_aux_dn: 0.651650 loss_giou_aux_dn: 2.195608 loss: 15.378592 eta: 43 days, 6:46:38 batch_cost: 1.0701 data_cost: 0.0013 ips: 7.4761 images/s
[08/09 21:21:48] ppdet.engine INFO: Epoch: [9] [10700/54024] learning_rate: 0.000100 loss_class: 0.673004 loss_bbox: 0.103638 loss_giou: 0.452694 loss_class_aux: 4.274528 loss_bbox_aux: 0.672599 loss_giou_aux: 2.854970 loss_class_dn: 0.332998 loss_bbox_dn: 0.101620 loss_giou_dn: 0.347359 loss_class_aux_dn: 1.828190 loss_bbox_aux_dn: 0.624153 loss_giou_aux_dn: 1.983153 loss: 14.364821 eta: 43 days, 6:43:49 batch_cost: 1.0723 data_cost: 0.0014 ips: 7.4605 images/s
[08/09 21:23:42] ppdet.engine INFO: Epoch: [9] [10800/54024] learning_rate: 0.000100 loss_class: 0.718624 loss_bbox: 0.119094 loss_giou: 0.555095 loss_class_aux: 4.416625 loss_bbox_aux: 0.771832 loss_giou_aux: 3.462139 loss_class_dn: 0.363221 loss_bbox_dn: 0.102779 loss_giou_dn: 0.413833 loss_class_aux_dn: 1.928794 loss_bbox_aux_dn: 0.627135 loss_giou_aux_dn: 2.372801 loss: 15.887764 eta: 43 days, 6:41:12 batch_cost: 1.0781 data_cost: 0.0261 ips: 7.4202 images/s
[08/09 21:25:33] ppdet.engine INFO: Epoch: [9] [10900/54024] learning_rate: 0.000100 loss_class: 0.749902 loss_bbox: 0.113916 loss_giou: 0.566664 loss_class_aux: 4.645213 loss_bbox_aux: 0.750825 loss_giou_aux: 3.456243 loss_class_dn: 0.383567 loss_bbox_dn: 0.102526 loss_giou_dn: 0.437508 loss_class_aux_dn: 2.047941 loss_bbox_aux_dn: 0.617013 loss_giou_aux_dn: 2.477718 loss: 16.221965 eta: 43 days, 6:38:12 batch_cost: 1.0670 data_cost: 0.0014 ips: 7.4980 images/s
[08/09 21:27:30] ppdet.engine INFO: Epoch: [9] [11000/54024] learning_rate: 0.000100 loss_class: 0.673136 loss_bbox: 0.110685 loss_giou: 0.503258 loss_class_aux: 4.178869 loss_bbox_aux: 0.701223 loss_giou_aux: 3.153906 loss_class_dn: 0.352941 loss_bbox_dn: 0.097203 loss_giou_dn: 0.387291 loss_class_aux_dn: 1.893160 loss_bbox_aux_dn: 0.597014 loss_giou_aux_dn: 2.222096 loss: 15.014269 eta: 43 days, 6:36:46 batch_cost: 1.1142 data_cost: 0.0183 ips: 7.1797 images/s
[08/09 21:29:22] ppdet.engine INFO: Epoch: [9] [11100/54024] learning_rate: 0.000100 loss_class: 0.688194 loss_bbox: 0.105640 loss_giou: 0.491225 loss_class_aux: 4.294010 loss_bbox_aux: 0.692645 loss_giou_aux: 3.111345 loss_class_dn: 0.357605 loss_bbox_dn: 0.100602 loss_giou_dn: 0.364747 loss_class_aux_dn: 1.915737 loss_bbox_aux_dn: 0.622999 loss_giou_aux_dn: 2.110666 loss: 15.100150 eta: 43 days, 6:33:48 batch_cost: 1.0678 data_cost: 0.0087 ips: 7.4921 images/s
[08/09 21:31:22] ppdet.engine INFO: Epoch: [9] [11200/54024] learning_rate: 0.000100 loss_class: 0.652559 loss_bbox: 0.102510 loss_giou: 0.460633 loss_class_aux: 4.053452 loss_bbox_aux: 0.653415 loss_giou_aux: 2.936391 loss_class_dn: 0.322811 loss_bbox_dn: 0.095838 loss_giou_dn: 0.361772 loss_class_aux_dn: 1.751498 loss_bbox_aux_dn: 0.617943 loss_giou_aux_dn: 2.032853 loss: 13.939713 eta: 43 days, 6:33:23 batch_cost: 1.1456 data_cost: 0.0013 ips: 6.9832 images/s
[08/09 21:33:21] ppdet.engine INFO: Epoch: [9] [11300/54024] learning_rate: 0.000100 loss_class: 0.687555 loss_bbox: 0.101971 loss_giou: 0.534371 loss_class_aux: 4.262354 loss_bbox_aux: 0.678812 loss_giou_aux: 3.327055 loss_class_dn: 0.352155 loss_bbox_dn: 0.092533 loss_giou_dn: 0.390960 loss_class_aux_dn: 1.912652 loss_bbox_aux_dn: 0.582303 loss_giou_aux_dn: 2.254203 loss: 15.377095 eta: 43 days, 6:32:50 batch_cost: 1.1415 data_cost: 0.0013 ips: 7.0085 images/s
[08/09 21:35:15] ppdet.engine INFO: Epoch: [9] [11400/54024] learning_rate: 0.000100 loss_class: 0.746937 loss_bbox: 0.114452 loss_giou: 0.563164 loss_class_aux: 4.577983 loss_bbox_aux: 0.747965 loss_giou_aux: 3.549842 loss_class_dn: 0.382473 loss_bbox_dn: 0.103941 loss_giou_dn: 0.446200 loss_class_aux_dn: 2.039141 loss_bbox_aux_dn: 0.650489 loss_giou_aux_dn: 2.544654 loss: 16.962605 eta: 43 days, 6:30:22 batch_cost: 1.0829 data_cost: 0.0149 ips: 7.3873 images/s
[08/09 21:37:25] ppdet.engine INFO: Epoch: [9] [11500/54024] learning_rate: 0.000100 loss_class: 0.688028 loss_bbox: 0.101730 loss_giou: 0.521548 loss_class_aux: 4.254750 loss_bbox_aux: 0.662632 loss_giou_aux: 3.214829 loss_class_dn: 0.349293 loss_bbox_dn: 0.093201 loss_giou_dn: 0.381560 loss_class_aux_dn: 1.909962 loss_bbox_aux_dn: 0.564908 loss_giou_aux_dn: 2.181329 loss: 15.126600 eta: 43 days, 6:33:18 batch_cost: 1.2483 data_cost: 0.1728 ips: 6.4087 images/s
[08/09 21:39:21] ppdet.engine INFO: Epoch: [9] [11600/54024] learning_rate: 0.000100 loss_class: 0.718132 loss_bbox: 0.119379 loss_giou: 0.488401 loss_class_aux: 4.434885 loss_bbox_aux: 0.768984 loss_giou_aux: 3.041193 loss_class_dn: 0.359895 loss_bbox_dn: 0.109453 loss_giou_dn: 0.389625 loss_class_aux_dn: 1.925922 loss_bbox_aux_dn: 0.669284 loss_giou_aux_dn: 2.232534 loss: 15.851444 eta: 43 days, 6:31:42 batch_cost: 1.1098 data_cost: 0.0013 ips: 7.2083 images/s
[08/09 21:41:10] ppdet.engine INFO: Epoch: [9] [11700/54024] learning_rate: 0.000100 loss_class: 0.717637 loss_bbox: 0.119488 loss_giou: 0.554475 loss_class_aux: 4.480460 loss_bbox_aux: 0.745073 loss_giou_aux: 3.430294 loss_class_dn: 0.367296 loss_bbox_dn: 0.097424 loss_giou_dn: 0.405103 loss_class_aux_dn: 1.982807 loss_bbox_aux_dn: 0.611439 loss_giou_aux_dn: 2.330755 loss: 16.132540 eta: 43 days, 6:27:44 batch_cost: 1.0364 data_cost: 0.0013 ips: 7.7187 images/s
[08/09 21:43:11] ppdet.engine INFO: Epoch: [9] [11800/54024] learning_rate: 0.000100 loss_class: 0.700039 loss_bbox: 0.109233 loss_giou: 0.475874 loss_class_aux: 4.367888 loss_bbox_aux: 0.716660 loss_giou_aux: 2.974808 loss_class_dn: 0.350532 loss_bbox_dn: 0.101218 loss_giou_dn: 0.388560 loss_class_aux_dn: 1.908010 loss_bbox_aux_dn: 0.620588 loss_giou_aux_dn: 2.176919 loss: 15.351955 eta: 43 days, 6:27:38 batch_cost: 1.1559 data_cost: 0.0013 ips: 6.9209 images/s
[08/09 21:45:13] ppdet.engine INFO: Epoch: [9] [11900/54024] learning_rate: 0.000100 loss_class: 0.719658 loss_bbox: 0.108256 loss_giou: 0.474347 loss_class_aux: 4.499026 loss_bbox_aux: 0.709605 loss_giou_aux: 2.985613 loss_class_dn: 0.361502 loss_bbox_dn: 0.111644 loss_giou_dn: 0.373932 loss_class_aux_dn: 1.966946 loss_bbox_aux_dn: 0.676660 loss_giou_aux_dn: 2.113417 loss: 15.067891 eta: 43 days, 6:28:06 batch_cost: 1.1733 data_cost: 0.0146 ips: 6.8182 images/s
[08/09 21:47:14] ppdet.engine INFO: Epoch: [9] [12000/54024] learning_rate: 0.000100 loss_class: 0.667520 loss_bbox: 0.106645 loss_giou: 0.515205 loss_class_aux: 4.157843 loss_bbox_aux: 0.677857 loss_giou_aux: 3.139654 loss_class_dn: 0.335848 loss_bbox_dn: 0.097220 loss_giou_dn: 0.379822 loss_class_aux_dn: 1.834784 loss_bbox_aux_dn: 0.602674 loss_giou_aux_dn: 2.187110 loss: 15.082380 eta: 43 days, 6:28:05 batch_cost: 1.1579 data_cost: 0.0565 ips: 6.9088 images/s
[08/09 21:49:13] ppdet.engine INFO: Epoch: [9] [12100/54024] learning_rate: 0.000100 loss_class: 0.717200 loss_bbox: 0.109987 loss_giou: 0.542082 loss_class_aux: 4.409265 loss_bbox_aux: 0.698177 loss_giou_aux: 3.386705 loss_class_dn: 0.355530 loss_bbox_dn: 0.099083 loss_giou_dn: 0.400839 loss_class_aux_dn: 1.926578 loss_bbox_aux_dn: 0.599105 loss_giou_aux_dn: 2.284530 loss: 15.252518 eta: 43 days, 6:27:13 batch_cost: 1.1325 data_cost: 0.0013 ips: 7.0639 images/s
[08/09 21:51:26] ppdet.engine INFO: Epoch: [9] [12200/54024] learning_rate: 0.000100 loss_class: 0.671575 loss_bbox: 0.116858 loss_giou: 0.522674 loss_class_aux: 4.178596 loss_bbox_aux: 0.762683 loss_giou_aux: 3.211130 loss_class_dn: 0.347038 loss_bbox_dn: 0.104710 loss_giou_dn: 0.396219 loss_class_aux_dn: 1.882343 loss_bbox_aux_dn: 0.662974 loss_giou_aux_dn: 2.217990 loss: 15.479740 eta: 43 days, 6:30:58 batch_cost: 1.2745 data_cost: 0.1641 ips: 6.2771 images/s
[08/09 21:53:17] ppdet.engine INFO: Epoch: [9] [12300/54024] learning_rate: 0.000100 loss_class: 0.656746 loss_bbox: 0.102751 loss_giou: 0.468748 loss_class_aux: 4.081433 loss_bbox_aux: 0.680084 loss_giou_aux: 2.905916 loss_class_dn: 0.333522 loss_bbox_dn: 0.103757 loss_giou_dn: 0.347608 loss_class_aux_dn: 1.804882 loss_bbox_aux_dn: 0.634600 loss_giou_aux_dn: 2.050131 loss: 14.071364 eta: 43 days, 6:27:51 batch_cost: 1.0631 data_cost: 0.0014 ips: 7.5252 images/s
[08/09 21:55:10] ppdet.engine INFO: Epoch: [9] [12400/54024] learning_rate: 0.000100 loss_class: 0.738008 loss_bbox: 0.116779 loss_giou: 0.556064 loss_class_aux: 4.560519 loss_bbox_aux: 0.764211 loss_giou_aux: 3.439688 loss_class_dn: 0.373590 loss_bbox_dn: 0.102575 loss_giou_dn: 0.428195 loss_class_aux_dn: 1.973587 loss_bbox_aux_dn: 0.651285 loss_giou_aux_dn: 2.434369 loss: 16.692581 eta: 43 days, 6:25:10 batch_cost: 1.0759 data_cost: 0.0015 ips: 7.4355 images/s
[08/09 21:56:59] ppdet.engine INFO: Epoch: [9] [12500/54024] learning_rate: 0.000100 loss_class: 0.709195 loss_bbox: 0.106193 loss_giou: 0.494437 loss_class_aux: 4.380890 loss_bbox_aux: 0.717059 loss_giou_aux: 3.122035 loss_class_dn: 0.343127 loss_bbox_dn: 0.099976 loss_giou_dn: 0.367132 loss_class_aux_dn: 1.834942 loss_bbox_aux_dn: 0.629253 loss_giou_aux_dn: 2.075042 loss: 15.201406 eta: 43 days, 6:21:15 batch_cost: 1.0384 data_cost: 0.0013 ips: 7.7045 images/s
[08/09 21:58:54] ppdet.engine INFO: Epoch: [9] [12600/54024] learning_rate: 0.000100 loss_class: 0.664261 loss_bbox: 0.111907 loss_giou: 0.481868 loss_class_aux: 4.217872 loss_bbox_aux: 0.709962 loss_giou_aux: 3.051945 loss_class_dn: 0.336710 loss_bbox_dn: 0.100998 loss_giou_dn: 0.356663 loss_class_aux_dn: 1.867466 loss_bbox_aux_dn: 0.608290 loss_giou_aux_dn: 2.073573 loss: 14.904006 eta: 43 days, 6:19:17 batch_cost: 1.0985 data_cost: 0.0013 ips: 7.2826 images/s
[08/09 22:00:53] ppdet.engine INFO: Epoch: [9] [12700/54024] learning_rate: 0.000100 loss_class: 0.668562 loss_bbox: 0.111051 loss_giou: 0.485890 loss_class_aux: 4.174990 loss_bbox_aux: 0.712947 loss_giou_aux: 3.023874 loss_class_dn: 0.339799 loss_bbox_dn: 0.099011 loss_giou_dn: 0.365767 loss_class_aux_dn: 1.839115 loss_bbox_aux_dn: 0.598416 loss_giou_aux_dn: 2.080830 loss: 14.561158 eta: 43 days, 6:18:39 batch_cost: 1.1396 data_cost: 0.0014 ips: 7.0203 images/s
[08/09 22:02:54] ppdet.engine INFO: Epoch: [9] [12800/54024] learning_rate: 0.000100 loss_class: 0.666317 loss_bbox: 0.108551 loss_giou: 0.471255 loss_class_aux: 4.117431 loss_bbox_aux: 0.700950 loss_giou_aux: 2.973646 loss_class_dn: 0.344669 loss_bbox_dn: 0.098158 loss_giou_dn: 0.363093 loss_class_aux_dn: 1.882677 loss_bbox_aux_dn: 0.594849 loss_giou_aux_dn: 2.103426 loss: 14.912111 eta: 43 days, 6:18:31 batch_cost: 1.1550 data_cost: 0.0014 ips: 6.9262 images/s
[08/09 22:04:47] ppdet.engine INFO: Epoch: [9] [12900/54024] learning_rate: 0.000100 loss_class: 0.716630 loss_bbox: 0.102357 loss_giou: 0.508825 loss_class_aux: 4.385330 loss_bbox_aux: 0.681013 loss_giou_aux: 3.170551 loss_class_dn: 0.346429 loss_bbox_dn: 0.094538 loss_giou_dn: 0.384429 loss_class_aux_dn: 1.872291 loss_bbox_aux_dn: 0.573637 loss_giou_aux_dn: 2.186099 loss: 15.256937 eta: 43 days, 6:16:01 batch_cost: 1.0815 data_cost: 0.0014 ips: 7.3968 images/s
[08/09 22:06:41] ppdet.engine INFO: Epoch: [9] [13000/54024] learning_rate: 0.000100 loss_class: 0.664106 loss_bbox: 0.105883 loss_giou: 0.454035 loss_class_aux: 4.199855 loss_bbox_aux: 0.687402 loss_giou_aux: 2.885238 loss_class_dn: 0.327873 loss_bbox_dn: 0.097252 loss_giou_dn: 0.357597 loss_class_aux_dn: 1.770251 loss_bbox_aux_dn: 0.619705 loss_giou_aux_dn: 2.066011 loss: 14.636782 eta: 43 days, 6:13:27 batch_cost: 1.0798 data_cost: 0.0013 ips: 7.4084 images/s
[08/09 22:08:32] ppdet.engine INFO: Epoch: [9] [13100/54024] learning_rate: 0.000100 loss_class: 0.720719 loss_bbox: 0.113391 loss_giou: 0.522737 loss_class_aux: 4.399831 loss_bbox_aux: 0.739386 loss_giou_aux: 3.264881 loss_class_dn: 0.352000 loss_bbox_dn: 0.097798 loss_giou_dn: 0.386106 loss_class_aux_dn: 1.890907 loss_bbox_aux_dn: 0.596229 loss_giou_aux_dn: 2.184135 loss: 15.815362 eta: 43 days, 6:10:13 batch_cost: 1.0595 data_cost: 0.0014 ips: 7.5509 images/s
[08/09 22:10:22] ppdet.engine INFO: Epoch: [9] [13200/54024] learning_rate: 0.000100 loss_class: 0.708177 loss_bbox: 0.112400 loss_giou: 0.471357 loss_class_aux: 4.446085 loss_bbox_aux: 0.716014 loss_giou_aux: 2.938972 loss_class_dn: 0.344252 loss_bbox_dn: 0.097571 loss_giou_dn: 0.368668 loss_class_aux_dn: 1.877941 loss_bbox_aux_dn: 0.621295 loss_giou_aux_dn: 2.116839 loss: 14.772316 eta: 43 days, 6:06:44 batch_cost: 1.0513 data_cost: 0.0013 ips: 7.6096 images/s
[08/09 22:12:20] ppdet.engine INFO: Epoch: [9] [13300/54024] learning_rate: 0.000100 loss_class: 0.707713 loss_bbox: 0.100998 loss_giou: 0.448342 loss_class_aux: 4.408056 loss_bbox_aux: 0.672422 loss_giou_aux: 2.800058 loss_class_dn: 0.350972 loss_bbox_dn: 0.092695 loss_giou_dn: 0.360318 loss_class_aux_dn: 1.917509 loss_bbox_aux_dn: 0.590991 loss_giou_aux_dn: 2.108174 loss: 14.791566 eta: 43 days, 6:05:34 batch_cost: 1.1228 data_cost: 0.0013 ips: 7.1254 images/s
[08/09 22:14:30] ppdet.engine INFO: Epoch: [9] [13400/54024] learning_rate: 0.000100 loss_class: 0.686389 loss_bbox: 0.107136 loss_giou: 0.475376 loss_class_aux: 4.322968 loss_bbox_aux: 0.700693 loss_giou_aux: 2.975565 loss_class_dn: 0.354517 loss_bbox_dn: 0.102358 loss_giou_dn: 0.374925 loss_class_aux_dn: 1.902470 loss_bbox_aux_dn: 0.624715 loss_giou_aux_dn: 2.127990 loss: 15.340276 eta: 43 days, 6:08:13 batch_cost: 1.2419 data_cost: 0.0014 ips: 6.4415 images/s
[08/09 22:16:28] ppdet.engine INFO: Epoch: [9] [13500/54024] learning_rate: 0.000100 loss_class: 0.685991 loss_bbox: 0.106878 loss_giou: 0.427879 loss_class_aux: 4.244960 loss_bbox_aux: 0.698937 loss_giou_aux: 2.717364 loss_class_dn: 0.330666 loss_bbox_dn: 0.108579 loss_giou_dn: 0.349417 loss_class_aux_dn: 1.782269 loss_bbox_aux_dn: 0.650781 loss_giou_aux_dn: 1.997985 loss: 13.980979 eta: 43 days, 6:07:30 batch_cost: 1.1373 data_cost: 0.0014 ips: 7.0341 images/s
[08/09 22:18:22] ppdet.engine INFO: Epoch: [9] [13600/54024] learning_rate: 0.000100 loss_class: 0.692911 loss_bbox: 0.107936 loss_giou: 0.458029 loss_class_aux: 4.312923 loss_bbox_aux: 0.734106 loss_giou_aux: 2.888807 loss_class_dn: 0.337735 loss_bbox_dn: 0.105518 loss_giou_dn: 0.356187 loss_class_aux_dn: 1.821190 loss_bbox_aux_dn: 0.660384 loss_giou_aux_dn: 2.022416 loss: 14.694341 eta: 43 days, 6:04:58 batch_cost: 1.0805 data_cost: 0.0013 ips: 7.4039 images/s
[08/09 22:20:14] ppdet.engine INFO: Epoch: [9] [13700/54024] learning_rate: 0.000100 loss_class: 0.717832 loss_bbox: 0.106104 loss_giou: 0.482284 loss_class_aux: 4.458761 loss_bbox_aux: 0.715530 loss_giou_aux: 3.009096 loss_class_dn: 0.343516 loss_bbox_dn: 0.100760 loss_giou_dn: 0.370290 loss_class_aux_dn: 1.906131 loss_bbox_aux_dn: 0.636825 loss_giou_aux_dn: 2.151340 loss: 15.129022 eta: 43 days, 6:02:09 batch_cost: 1.0719 data_cost: 0.0014 ips: 7.4631 images/s
[08/09 22:22:10] ppdet.engine INFO: Epoch: [9] [13800/54024] learning_rate: 0.000100 loss_class: 0.716349 loss_bbox: 0.108760 loss_giou: 0.501602 loss_class_aux: 4.437730 loss_bbox_aux: 0.702585 loss_giou_aux: 3.105640 loss_class_dn: 0.345350 loss_bbox_dn: 0.101914 loss_giou_dn: 0.369561 loss_class_aux_dn: 1.881199 loss_bbox_aux_dn: 0.606539 loss_giou_aux_dn: 2.103306 loss: 15.191979 eta: 43 days, 6:00:29 batch_cost: 1.1079 data_cost: 0.0013 ips: 7.2210 images/s
[08/09 22:24:03] ppdet.engine INFO: Epoch: [9] [13900/54024] learning_rate: 0.000100 loss_class: 0.687206 loss_bbox: 0.107391 loss_giou: 0.464919 loss_class_aux: 4.295895 loss_bbox_aux: 0.725092 loss_giou_aux: 2.906683 loss_class_dn: 0.347975 loss_bbox_dn: 0.101729 loss_giou_dn: 0.357144 loss_class_aux_dn: 1.861268 loss_bbox_aux_dn: 0.659868 loss_giou_aux_dn: 2.033700 loss: 14.575567 eta: 43 days, 5:57:50 batch_cost: 1.0768 data_cost: 0.0013 ips: 7.4291 images/s
[08/09 22:26:16] ppdet.engine INFO: Epoch: [9] [14000/54024] learning_rate: 0.000100 loss_class: 0.678214 loss_bbox: 0.106404 loss_giou: 0.523362 loss_class_aux: 4.243080 loss_bbox_aux: 0.700194 loss_giou_aux: 3.291985 loss_class_dn: 0.356449 loss_bbox_dn: 0.093840 loss_giou_dn: 0.387667 loss_class_aux_dn: 1.913450 loss_bbox_aux_dn: 0.577094 loss_giou_aux_dn: 2.225130 loss: 15.692575 eta: 43 days, 6:01:34 batch_cost: 1.2760 data_cost: 0.0014 ips: 6.2696 images/s
[08/09 22:28:21] ppdet.engine INFO: Epoch: [9] [14100/54024] learning_rate: 0.000100 loss_class: 0.667577 loss_bbox: 0.103566 loss_giou: 0.512187 loss_class_aux: 4.233489 loss_bbox_aux: 0.667875 loss_giou_aux: 3.178593 loss_class_dn: 0.345094 loss_bbox_dn: 0.092410 loss_giou_dn: 0.399133 loss_class_aux_dn: 1.845326 loss_bbox_aux_dn: 0.582077 loss_giou_aux_dn: 2.286728 loss: 15.201059 eta: 43 days, 6:02:59 batch_cost: 1.2043 data_cost: 0.0014 ips: 6.6428 images/s
[08/09 22:30:15] ppdet.engine INFO: Epoch: [9] [14200/54024] learning_rate: 0.000100 loss_class: 0.656358 loss_bbox: 0.105143 loss_giou: 0.410887 loss_class_aux: 4.064641 loss_bbox_aux: 0.679195 loss_giou_aux: 2.552763 loss_class_dn: 0.333441 loss_bbox_dn: 0.095519 loss_giou_dn: 0.345080 loss_class_aux_dn: 1.807019 loss_bbox_aux_dn: 0.584295 loss_giou_aux_dn: 2.018662 loss: 14.439986 eta: 43 days, 6:00:30 batch_cost: 1.0821 data_cost: 0.0014 ips: 7.3933 images/s
[08/09 22:32:09] ppdet.engine INFO: Epoch: [9] [14300/54024] learning_rate: 0.000100 loss_class: 0.686328 loss_bbox: 0.103909 loss_giou: 0.491489 loss_class_aux: 4.247826 loss_bbox_aux: 0.684534 loss_giou_aux: 3.106924 loss_class_dn: 0.340797 loss_bbox_dn: 0.104536 loss_giou_dn: 0.379548 loss_class_aux_dn: 1.872880 loss_bbox_aux_dn: 0.657172 loss_giou_aux_dn: 2.183365 loss: 15.246286 eta: 43 days, 5:58:20 batch_cost: 1.0923 data_cost: 0.0028 ips: 7.3242 images/s
[08/09 22:34:20] ppdet.engine INFO: Epoch: [9] [14400/54024] learning_rate: 0.000100 loss_class: 0.716411 loss_bbox: 0.105715 loss_giou: 0.460110 loss_class_aux: 4.399657 loss_bbox_aux: 0.709903 loss_giou_aux: 2.941880 loss_class_dn: 0.342563 loss_bbox_dn: 0.096176 loss_giou_dn: 0.365943 loss_class_aux_dn: 1.866075 loss_bbox_aux_dn: 0.605578 loss_giou_aux_dn: 2.091791 loss: 14.967121 eta: 43 days, 6:01:24 batch_cost: 1.2557 data_cost: 0.0350 ips: 6.3707 images/s
[08/09 22:36:13] ppdet.engine INFO: Epoch: [9] [14500/54024] learning_rate: 0.000100 loss_class: 0.700730 loss_bbox: 0.117430 loss_giou: 0.548617 loss_class_aux: 4.301568 loss_bbox_aux: 0.750759 loss_giou_aux: 3.416535 loss_class_dn: 0.351576 loss_bbox_dn: 0.110486 loss_giou_dn: 0.407617 loss_class_aux_dn: 1.910326 loss_bbox_aux_dn: 0.683495 loss_giou_aux_dn: 2.350787 loss: 15.759223 eta: 43 days, 5:58:58 batch_cost: 1.0841 data_cost: 0.0013 ips: 7.3792 images/s
[08/09 22:38:07] ppdet.engine INFO: Epoch: [9] [14600/54024] learning_rate: 0.000100 loss_class: 0.680765 loss_bbox: 0.102991 loss_giou: 0.506696 loss_class_aux: 4.232550 loss_bbox_aux: 0.674009 loss_giou_aux: 3.092709 loss_class_dn: 0.358062 loss_bbox_dn: 0.095593 loss_giou_dn: 0.377899 loss_class_aux_dn: 1.891878 loss_bbox_aux_dn: 0.591848 loss_giou_aux_dn: 2.207753 loss: 15.621911 eta: 43 days, 5:56:29 batch_cost: 1.0823 data_cost: 0.0013 ips: 7.3915 images/s
[08/09 22:39:59] ppdet.engine INFO: Epoch: [9] [14700/54024] learning_rate: 0.000100 loss_class: 0.680172 loss_bbox: 0.101888 loss_giou: 0.476869 loss_class_aux: 4.276625 loss_bbox_aux: 0.654647 loss_giou_aux: 3.028406 loss_class_dn: 0.342316 loss_bbox_dn: 0.090591 loss_giou_dn: 0.365416 loss_class_aux_dn: 1.876954 loss_bbox_aux_dn: 0.562562 loss_giou_aux_dn: 2.125598 loss: 14.852592 eta: 43 days, 5:53:38 batch_cost: 1.0708 data_cost: 0.0013 ips: 7.4709 images/s
[08/09 22:41:57] ppdet.engine INFO: Epoch: [9] [14800/54024] learning_rate: 0.000100 loss_class: 0.660352 loss_bbox: 0.097820 loss_giou: 0.444268 loss_class_aux: 4.164968 loss_bbox_aux: 0.640287 loss_giou_aux: 2.726587 loss_class_dn: 0.323623 loss_bbox_dn: 0.097404 loss_giou_dn: 0.348158 loss_class_aux_dn: 1.744782 loss_bbox_aux_dn: 0.601895 loss_giou_aux_dn: 2.001740 loss: 13.785122 eta: 43 days, 5:52:29 batch_cost: 1.1242 data_cost: 0.0014 ips: 7.1160 images/s
[08/09 22:43:49] ppdet.engine INFO: Epoch: [9] [14900/54024] learning_rate: 0.000100 loss_class: 0.702955 loss_bbox: 0.111530 loss_giou: 0.499471 loss_class_aux: 4.365074 loss_bbox_aux: 0.735337 loss_giou_aux: 3.094610 loss_class_dn: 0.342923 loss_bbox_dn: 0.100623 loss_giou_dn: 0.375699 loss_class_aux_dn: 1.852131 loss_bbox_aux_dn: 0.634386 loss_giou_aux_dn: 2.143448 loss: 15.558174 eta: 43 days, 5:49:32 batch_cost: 1.0676 data_cost: 0.0014 ips: 7.4932 images/s
[08/09 22:45:36] ppdet.engine INFO: Epoch: [9] [15000/54024] learning_rate: 0.000100 loss_class: 0.683657 loss_bbox: 0.104022 loss_giou: 0.486613 loss_class_aux: 4.272430 loss_bbox_aux: 0.685365 loss_giou_aux: 2.994155 loss_class_dn: 0.338968 loss_bbox_dn: 0.102474 loss_giou_dn: 0.376158 loss_class_aux_dn: 1.835317 loss_bbox_aux_dn: 0.641795 loss_giou_aux_dn: 2.162603 loss: 14.649422 eta: 43 days, 5:45:19 batch_cost: 1.0281 data_cost: 0.0013 ips: 7.7810 images/s
[08/09 22:47:28] ppdet.engine INFO: Epoch: [9] [15100/54024] learning_rate: 0.000100 loss_class: 0.681324 loss_bbox: 0.103716 loss_giou: 0.477632 loss_class_aux: 4.183154 loss_bbox_aux: 0.680791 loss_giou_aux: 2.907564 loss_class_dn: 0.338970 loss_bbox_dn: 0.096984 loss_giou_dn: 0.353536 loss_class_aux_dn: 1.855673 loss_bbox_aux_dn: 0.610501 loss_giou_aux_dn: 2.038094 loss: 14.624926 eta: 43 days, 5:42:09 batch_cost: 1.0609 data_cost: 0.0014 ips: 7.5406 images/s
[08/09 22:49:20] ppdet.engine INFO: Epoch: [9] [15200/54024] learning_rate: 0.000100 loss_class: 0.655679 loss_bbox: 0.098407 loss_giou: 0.455855 loss_class_aux: 4.042941 loss_bbox_aux: 0.645805 loss_giou_aux: 2.879818 loss_class_dn: 0.314549 loss_bbox_dn: 0.094302 loss_giou_dn: 0.353113 loss_class_aux_dn: 1.711378 loss_bbox_aux_dn: 0.572825 loss_giou_aux_dn: 2.012278 loss: 13.738293 eta: 43 days, 5:39:12 batch_cost: 1.0673 data_cost: 0.0013 ips: 7.4956 images/s
[08/09 22:51:16] ppdet.engine INFO: Epoch: [9] [15300/54024] learning_rate: 0.000100 loss_class: 0.689225 loss_bbox: 0.102368 loss_giou: 0.548216 loss_class_aux: 4.322951 loss_bbox_aux: 0.689878 loss_giou_aux: 3.411114 loss_class_dn: 0.362830 loss_bbox_dn: 0.100672 loss_giou_dn: 0.401625 loss_class_aux_dn: 1.934923 loss_bbox_aux_dn: 0.610281 loss_giou_aux_dn: 2.254422 loss: 15.504267 eta: 43 days, 5:37:21 batch_cost: 1.1023 data_cost: 0.0014 ips: 7.2574 images/s
[08/09 22:53:10] ppdet.engine INFO: Epoch: [9] [15400/54024] learning_rate: 0.000100 loss_class: 0.697620 loss_bbox: 0.102528 loss_giou: 0.479625 loss_class_aux: 4.371291 loss_bbox_aux: 0.690064 loss_giou_aux: 3.033419 loss_class_dn: 0.343843 loss_bbox_dn: 0.098778 loss_giou_dn: 0.375424 loss_class_aux_dn: 1.855377 loss_bbox_aux_dn: 0.601647 loss_giou_aux_dn: 2.125519 loss: 14.906245 eta: 43 days, 5:35:04 batch_cost: 1.0883 data_cost: 0.0014 ips: 7.3511 images/s
[08/09 22:55:00] ppdet.engine INFO: Epoch: [9] [15500/54024] learning_rate: 0.000100 loss_class: 0.703670 loss_bbox: 0.105326 loss_giou: 0.515958 loss_class_aux: 4.309289 loss_bbox_aux: 0.700196 loss_giou_aux: 3.243952 loss_class_dn: 0.353629 loss_bbox_dn: 0.095973 loss_giou_dn: 0.394455 loss_class_aux_dn: 1.887716 loss_bbox_aux_dn: 0.605824 loss_giou_aux_dn: 2.267752 loss: 15.987038 eta: 43 days, 5:31:33 batch_cost: 1.0500 data_cost: 0.0047 ips: 7.6189 images/s
[08/09 22:56:52] ppdet.engine INFO: Epoch: [9] [15600/54024] learning_rate: 0.000100 loss_class: 0.745792 loss_bbox: 0.117722 loss_giou: 0.483686 loss_class_aux: 4.616683 loss_bbox_aux: 0.772464 loss_giou_aux: 3.067829 loss_class_dn: 0.359372 loss_bbox_dn: 0.111580 loss_giou_dn: 0.375196 loss_class_aux_dn: 1.946096 loss_bbox_aux_dn: 0.669925 loss_giou_aux_dn: 2.176573 loss: 15.691457 eta: 43 days, 5:28:37 batch_cost: 1.0678 data_cost: 0.0013 ips: 7.4918 images/s
[08/09 22:58:44] ppdet.engine INFO: Epoch: [9] [15700/54024] learning_rate: 0.000100 loss_class: 0.690203 loss_bbox: 0.104958 loss_giou: 0.471028 loss_class_aux: 4.359113 loss_bbox_aux: 0.697417 loss_giou_aux: 2.959220 loss_class_dn: 0.352856 loss_bbox_dn: 0.104154 loss_giou_dn: 0.366804 loss_class_aux_dn: 1.908971 loss_bbox_aux_dn: 0.639800 loss_giou_aux_dn: 2.098840 loss: 15.211879 eta: 43 days, 5:25:51 batch_cost: 1.0731 data_cost: 0.0013 ips: 7.4551 images/s
[08/09 23:00:42] ppdet.engine INFO: Epoch: [9] [15800/54024] learning_rate: 0.000100 loss_class: 0.677240 loss_bbox: 0.105587 loss_giou: 0.538670 loss_class_aux: 4.249205 loss_bbox_aux: 0.697510 loss_giou_aux: 3.330946 loss_class_dn: 0.349114 loss_bbox_dn: 0.100301 loss_giou_dn: 0.402198 loss_class_aux_dn: 1.884110 loss_bbox_aux_dn: 0.628989 loss_giou_aux_dn: 2.262039 loss: 15.140103 eta: 43 days, 5:24:35 batch_cost: 1.1203 data_cost: 0.0014 ips: 7.1407 images/s
[08/09 23:02:32] ppdet.engine INFO: Epoch: [9] [15900/54024] learning_rate: 0.000100 loss_class: 0.702310 loss_bbox: 0.117495 loss_giou: 0.538381 loss_class_aux: 4.420098 loss_bbox_aux: 0.739843 loss_giou_aux: 3.375706 loss_class_dn: 0.365100 loss_bbox_dn: 0.110508 loss_giou_dn: 0.403839 loss_class_aux_dn: 1.946946 loss_bbox_aux_dn: 0.678850 loss_giou_aux_dn: 2.336080 loss: 16.037978 eta: 43 days, 5:21:00 batch_cost: 1.0474 data_cost: 0.0014 ips: 7.6381 images/s
[08/09 23:04:31] ppdet.engine INFO: Epoch: [9] [16000/54024] learning_rate: 0.000100 loss_class: 0.738478 loss_bbox: 0.114884 loss_giou: 0.514389 loss_class_aux: 4.539631 loss_bbox_aux: 0.718332 loss_giou_aux: 3.196119 loss_class_dn: 0.356187 loss_bbox_dn: 0.101561 loss_giou_dn: 0.384905 loss_class_aux_dn: 1.969732 loss_bbox_aux_dn: 0.624967 loss_giou_aux_dn: 2.220277 loss: 15.729199 eta: 43 days, 5:20:17 batch_cost: 1.1379 data_cost: 0.0014 ips: 7.0307 images/s
[08/09 23:06:29] ppdet.engine INFO: Epoch: [9] [16100/54024] learning_rate: 0.000100 loss_class: 0.679449 loss_bbox: 0.104778 loss_giou: 0.434910 loss_class_aux: 4.236258 loss_bbox_aux: 0.698291 loss_giou_aux: 2.716290 loss_class_dn: 0.320992 loss_bbox_dn: 0.106923 loss_giou_dn: 0.335547 loss_class_aux_dn: 1.747862 loss_bbox_aux_dn: 0.661032 loss_giou_aux_dn: 1.958485 loss: 14.282104 eta: 43 days, 5:19:26 batch_cost: 1.1333 data_cost: 0.0013 ips: 7.0591 images/s
[08/09 23:08:31] ppdet.engine INFO: Epoch: [9] [16200/54024] learning_rate: 0.000100 loss_class: 0.709076 loss_bbox: 0.110046 loss_giou: 0.553350 loss_class_aux: 4.365562 loss_bbox_aux: 0.713900 loss_giou_aux: 3.436915 loss_class_dn: 0.360131 loss_bbox_dn: 0.092862 loss_giou_dn: 0.399593 loss_class_aux_dn: 1.938680 loss_bbox_aux_dn: 0.596809 loss_giou_aux_dn: 2.320408 loss: 15.607673 eta: 43 days, 5:19:36 batch_cost: 1.1658 data_cost: 0.0267 ips: 6.8620 images/s
[08/09 23:11:11] ppdet.engine INFO: Epoch: [9] [16300/54024] learning_rate: 0.000100 loss_class: 0.722480 loss_bbox: 0.113495 loss_giou: 0.550620 loss_class_aux: 4.440403 loss_bbox_aux: 0.740809 loss_giou_aux: 3.424380 loss_class_dn: 0.378642 loss_bbox_dn: 0.107453 loss_giou_dn: 0.416139 loss_class_aux_dn: 2.019593 loss_bbox_aux_dn: 0.636421 loss_giou_aux_dn: 2.345641 loss: 16.332694 eta: 43 days, 5:31:37 batch_cost: 1.5405 data_cost: 0.0013 ips: 5.1932 images/s
[08/09 23:13:07] ppdet.engine INFO: Epoch: [9] [16400/54024] learning_rate: 0.000100 loss_class: 0.691398 loss_bbox: 0.107943 loss_giou: 0.494088 loss_class_aux: 4.257511 loss_bbox_aux: 0.709254 loss_giou_aux: 3.175448 loss_class_dn: 0.342953 loss_bbox_dn: 0.104688 loss_giou_dn: 0.380254 loss_class_aux_dn: 1.870226 loss_bbox_aux_dn: 0.629966 loss_giou_aux_dn: 2.140535 loss: 15.025158 eta: 43 days, 5:30:03 batch_cost: 1.1113 data_cost: 0.0421 ips: 7.1987 images/s
[08/09 23:15:08] ppdet.engine INFO: Epoch: [9] [16500/54024] learning_rate: 0.000100 loss_class: 0.679668 loss_bbox: 0.100604 loss_giou: 0.502437 loss_class_aux: 4.250160 loss_bbox_aux: 0.655578 loss_giou_aux: 3.116044 loss_class_dn: 0.341111 loss_bbox_dn: 0.090351 loss_giou_dn: 0.375215 loss_class_aux_dn: 1.839817 loss_bbox_aux_dn: 0.538949 loss_giou_aux_dn: 2.142050 loss: 14.926768 eta: 43 days, 5:30:08 batch_cost: 1.1633 data_cost: 0.0014 ips: 6.8772 images/s
[08/09 23:17:00] ppdet.engine INFO: Epoch: [9] [16600/54024] learning_rate: 0.000100 loss_class: 0.709074 loss_bbox: 0.111013 loss_giou: 0.514440 loss_class_aux: 4.330125 loss_bbox_aux: 0.729859 loss_giou_aux: 3.262124 loss_class_dn: 0.355829 loss_bbox_dn: 0.098285 loss_giou_dn: 0.388798 loss_class_aux_dn: 1.912887 loss_bbox_aux_dn: 0.610158 loss_giou_aux_dn: 2.209325 loss: 15.555265 eta: 43 days, 5:27:05 batch_cost: 1.0642 data_cost: 0.0013 ips: 7.5170 images/s
[08/09 23:18:54] ppdet.engine INFO: Epoch: [9] [16700/54024] learning_rate: 0.000100 loss_class: 0.691105 loss_bbox: 0.115700 loss_giou: 0.493685 loss_class_aux: 4.325318 loss_bbox_aux: 0.751957 loss_giou_aux: 3.046569 loss_class_dn: 0.342429 loss_bbox_dn: 0.105419 loss_giou_dn: 0.374536 loss_class_aux_dn: 1.833502 loss_bbox_aux_dn: 0.644955 loss_giou_aux_dn: 2.156161 loss: 14.739319 eta: 43 days, 5:24:42 batch_cost: 1.0853 data_cost: 0.0013 ips: 7.3712 images/s
[08/09 23:20:50] ppdet.engine INFO: Epoch: [9] [16800/54024] learning_rate: 0.000100 loss_class: 0.650670 loss_bbox: 0.101648 loss_giou: 0.509651 loss_class_aux: 4.093089 loss_bbox_aux: 0.683186 loss_giou_aux: 3.167712 loss_class_dn: 0.319472 loss_bbox_dn: 0.095178 loss_giou_dn: 0.350227 loss_class_aux_dn: 1.744772 loss_bbox_aux_dn: 0.571658 loss_giou_aux_dn: 2.020987 loss: 14.481230 eta: 43 days, 5:22:57 batch_cost: 1.1056 data_cost: 0.0013 ips: 7.2356 images/s
[08/09 23:22:46] ppdet.engine INFO: Epoch: [9] [16900/54024] learning_rate: 0.000100 loss_class: 0.733854 loss_bbox: 0.122075 loss_giou: 0.545253 loss_class_aux: 4.558529 loss_bbox_aux: 0.780624 loss_giou_aux: 3.444556 loss_class_dn: 0.371205 loss_bbox_dn: 0.107922 loss_giou_dn: 0.431821 loss_class_aux_dn: 1.973236 loss_bbox_aux_dn: 0.669350 loss_giou_aux_dn: 2.445829 loss: 16.628362 eta: 43 days, 5:21:21 batch_cost: 1.1105 data_cost: 0.0500 ips: 7.2043 images/s
[08/09 23:24:37] ppdet.engine INFO: Epoch: [9] [17000/54024] learning_rate: 0.000100 loss_class: 0.707255 loss_bbox: 0.105368 loss_giou: 0.496190 loss_class_aux: 4.391026 loss_bbox_aux: 0.684388 loss_giou_aux: 3.087577 loss_class_dn: 0.351661 loss_bbox_dn: 0.094561 loss_giou_dn: 0.372875 loss_class_aux_dn: 1.908046 loss_bbox_aux_dn: 0.599337 loss_giou_aux_dn: 2.126165 loss: 14.765435 eta: 43 days, 5:18:06 batch_cost: 1.0580 data_cost: 0.0093 ips: 7.5612 images/s
[08/09 23:26:39] ppdet.engine INFO: Epoch: [9] [17100/54024] learning_rate: 0.000100 loss_class: 0.685305 loss_bbox: 0.112385 loss_giou: 0.494098 loss_class_aux: 4.290250 loss_bbox_aux: 0.756063 loss_giou_aux: 3.079564 loss_class_dn: 0.341239 loss_bbox_dn: 0.102072 loss_giou_dn: 0.373155 loss_class_aux_dn: 1.868917 loss_bbox_aux_dn: 0.628030 loss_giou_aux_dn: 2.152283 loss: 15.085315 eta: 43 days, 5:18:06 batch_cost: 1.1610 data_cost: 0.0013 ips: 6.8904 images/s
[08/09 23:28:32] ppdet.engine INFO: Epoch: [9] [17200/54024] learning_rate: 0.000100 loss_class: 0.729919 loss_bbox: 0.107237 loss_giou: 0.485034 loss_class_aux: 4.514110 loss_bbox_aux: 0.728464 loss_giou_aux: 3.041597 loss_class_dn: 0.357000 loss_bbox_dn: 0.103952 loss_giou_dn: 0.382135 loss_class_aux_dn: 1.927356 loss_bbox_aux_dn: 0.646261 loss_giou_aux_dn: 2.169535 loss: 15.163906 eta: 43 days, 5:15:40 batch_cost: 1.0835 data_cost: 0.0013 ips: 7.3837 images/s
[08/09 23:30:23] ppdet.engine INFO: Epoch: [9] [17300/54024] learning_rate: 0.000100 loss_class: 0.686562 loss_bbox: 0.111465 loss_giou: 0.512571 loss_class_aux: 4.234086 loss_bbox_aux: 0.737418 loss_giou_aux: 3.212820 loss_class_dn: 0.350620 loss_bbox_dn: 0.107296 loss_giou_dn: 0.392023 loss_class_aux_dn: 1.881772 loss_bbox_aux_dn: 0.635677 loss_giou_aux_dn: 2.242655 loss: 15.007726 eta: 43 days, 5:12:25 batch_cost: 1.0577 data_cost: 0.0013 ips: 7.5634 images/s
[08/09 23:32:15] ppdet.engine INFO: Epoch: [9] [17400/54024] learning_rate: 0.000100 loss_class: 0.702944 loss_bbox: 0.106127 loss_giou: 0.514418 loss_class_aux: 4.317150 loss_bbox_aux: 0.692465 loss_giou_aux: 3.187454 loss_class_dn: 0.360204 loss_bbox_dn: 0.097698 loss_giou_dn: 0.380690 loss_class_aux_dn: 1.935468 loss_bbox_aux_dn: 0.592459 loss_giou_aux_dn: 2.169403 loss: 15.742762 eta: 43 days, 5:09:29 batch_cost: 1.0681 data_cost: 0.0013 ips: 7.4896 images/s
[08/09 23:34:13] ppdet.engine INFO: Epoch: [9] [17500/54024] learning_rate: 0.000100 loss_class: 0.701677 loss_bbox: 0.117434 loss_giou: 0.519310 loss_class_aux: 4.417956 loss_bbox_aux: 0.735710 loss_giou_aux: 3.314249 loss_class_dn: 0.355404 loss_bbox_dn: 0.105339 loss_giou_dn: 0.395009 loss_class_aux_dn: 1.903829 loss_bbox_aux_dn: 0.644282 loss_giou_aux_dn: 2.230524 loss: 15.455273 eta: 43 days, 5:08:23 batch_cost: 1.1262 data_cost: 0.0281 ips: 7.1036 images/s
[08/09 23:36:05] ppdet.engine INFO: Epoch: [9] [17600/54024] learning_rate: 0.000100 loss_class: 0.747222 loss_bbox: 0.116953 loss_giou: 0.507850 loss_class_aux: 4.573547 loss_bbox_aux: 0.764784 loss_giou_aux: 3.182339 loss_class_dn: 0.365214 loss_bbox_dn: 0.107678 loss_giou_dn: 0.395513 loss_class_aux_dn: 1.982160 loss_bbox_aux_dn: 0.685174 loss_giou_aux_dn: 2.256894 loss: 16.139974 eta: 43 days, 5:05:36 batch_cost: 1.0725 data_cost: 0.0013 ips: 7.4593 images/s
[08/09 23:37:59] ppdet.engine INFO: Epoch: [9] [17700/54024] learning_rate: 0.000100 loss_class: 0.676081 loss_bbox: 0.105418 loss_giou: 0.443306 loss_class_aux: 4.196577 loss_bbox_aux: 0.686263 loss_giou_aux: 2.770112 loss_class_dn: 0.329856 loss_bbox_dn: 0.101110 loss_giou_dn: 0.351055 loss_class_aux_dn: 1.814169 loss_bbox_aux_dn: 0.632986 loss_giou_aux_dn: 2.003320 loss: 14.193769 eta: 43 days, 5:03:26 batch_cost: 1.0924 data_cost: 0.0013 ips: 7.3236 images/s
[08/09 23:39:54] ppdet.engine INFO: Epoch: [9] [17800/54024] learning_rate: 0.000100 loss_class: 0.732899 loss_bbox: 0.117270 loss_giou: 0.503010 loss_class_aux: 4.494427 loss_bbox_aux: 0.753390 loss_giou_aux: 3.111901 loss_class_dn: 0.362919 loss_bbox_dn: 0.106570 loss_giou_dn: 0.388538 loss_class_aux_dn: 1.957572 loss_bbox_aux_dn: 0.645274 loss_giou_aux_dn: 2.228967 loss: 15.667207 eta: 43 days, 5:01:13 batch_cost: 1.0904 data_cost: 0.0013 ips: 7.3367 images/s
[08/09 23:41:47] ppdet.engine INFO: Epoch: [9] [17900/54024] learning_rate: 0.000100 loss_class: 0.660998 loss_bbox: 0.108678 loss_giou: 0.506290 loss_class_aux: 4.195910 loss_bbox_aux: 0.725891 loss_giou_aux: 3.193478 loss_class_dn: 0.340555 loss_bbox_dn: 0.094143 loss_giou_dn: 0.367901 loss_class_aux_dn: 1.845077 loss_bbox_aux_dn: 0.583652 loss_giou_aux_dn: 2.114795 loss: 14.920884 eta: 43 days, 4:58:50 batch_cost: 1.0852 data_cost: 0.0013 ips: 7.3717 images/s
[08/09 23:43:40] ppdet.engine INFO: Epoch: [9] [18000/54024] learning_rate: 0.000100 loss_class: 0.732210 loss_bbox: 0.110865 loss_giou: 0.457215 loss_class_aux: 4.501625 loss_bbox_aux: 0.732887 loss_giou_aux: 2.895496 loss_class_dn: 0.351378 loss_bbox_dn: 0.109177 loss_giou_dn: 0.351303 loss_class_aux_dn: 1.912308 loss_bbox_aux_dn: 0.657620 loss_giou_aux_dn: 2.031168 loss: 15.175401 eta: 43 days, 4:56:07 batch_cost: 1.0745 data_cost: 0.0013 ips: 7.4455 images/s
[08/09 23:45:36] ppdet.engine INFO: Epoch: [9] [18100/54024] learning_rate: 0.000100 loss_class: 0.669477 loss_bbox: 0.100755 loss_giou: 0.487716 loss_class_aux: 4.160272 loss_bbox_aux: 0.663170 loss_giou_aux: 3.017353 loss_class_dn: 0.327631 loss_bbox_dn: 0.087850 loss_giou_dn: 0.364696 loss_class_aux_dn: 1.769415 loss_bbox_aux_dn: 0.548075 loss_giou_aux_dn: 2.090560 loss: 14.576478 eta: 43 days, 4:54:14 batch_cost: 1.1013 data_cost: 0.0013 ips: 7.2642 images/s
[08/09 23:47:32] ppdet.engine INFO: Epoch: [9] [18200/54024] learning_rate: 0.000100 loss_class: 0.679297 loss_bbox: 0.109142 loss_giou: 0.429115 loss_class_aux: 4.208916 loss_bbox_aux: 0.731424 loss_giou_aux: 2.735368 loss_class_dn: 0.331945 loss_bbox_dn: 0.102330 loss_giou_dn: 0.343342 loss_class_aux_dn: 1.839398 loss_bbox_aux_dn: 0.622960 loss_giou_aux_dn: 1.970005 loss: 14.683059 eta: 43 days, 4:52:41 batch_cost: 1.1118 data_cost: 0.0013 ips: 7.1956 images/s
[08/09 23:49:27] ppdet.engine INFO: Epoch: [9] [18300/54024] learning_rate: 0.000100 loss_class: 0.695165 loss_bbox: 0.106984 loss_giou: 0.493956 loss_class_aux: 4.318192 loss_bbox_aux: 0.706663 loss_giou_aux: 3.121708 loss_class_dn: 0.353073 loss_bbox_dn: 0.101423 loss_giou_dn: 0.379632 loss_class_aux_dn: 1.887495 loss_bbox_aux_dn: 0.622189 loss_giou_aux_dn: 2.119578 loss: 15.435521 eta: 43 days, 4:50:41 batch_cost: 1.0974 data_cost: 0.0013 ips: 7.2902 images/s
[08/09 23:51:31] ppdet.engine INFO: Epoch: [9] [18400/54024] learning_rate: 0.000100 loss_class: 0.672596 loss_bbox: 0.110264 loss_giou: 0.478652 loss_class_aux: 4.118841 loss_bbox_aux: 0.733224 loss_giou_aux: 3.037017 loss_class_dn: 0.333101 loss_bbox_dn: 0.098177 loss_giou_dn: 0.361832 loss_class_aux_dn: 1.828100 loss_bbox_aux_dn: 0.579538 loss_giou_aux_dn: 2.054742 loss: 14.315222 eta: 43 days, 4:51:41 batch_cost: 1.1934 data_cost: 0.0013 ips: 6.7038 images/s
[08/09 23:53:24] ppdet.engine INFO: Epoch: [9] [18500/54024] learning_rate: 0.000100 loss_class: 0.703479 loss_bbox: 0.113503 loss_giou: 0.511674 loss_class_aux: 4.311303 loss_bbox_aux: 0.731625 loss_giou_aux: 3.164570 loss_class_dn: 0.355986 loss_bbox_dn: 0.114541 loss_giou_dn: 0.387763 loss_class_aux_dn: 1.927364 loss_bbox_aux_dn: 0.684393 loss_giou_aux_dn: 2.155490 loss: 15.589984 eta: 43 days, 4:49:04 batch_cost: 1.0781 data_cost: 0.0012 ips: 7.4201 images/s
[08/09 23:55:22] ppdet.engine INFO: Epoch: [9] [18600/54024] learning_rate: 0.000100 loss_class: 0.667097 loss_bbox: 0.108743 loss_giou: 0.456481 loss_class_aux: 4.153331 loss_bbox_aux: 0.709832 loss_giou_aux: 2.802405 loss_class_dn: 0.321446 loss_bbox_dn: 0.104799 loss_giou_dn: 0.348198 loss_class_aux_dn: 1.752526 loss_bbox_aux_dn: 0.646397 loss_giou_aux_dn: 2.023998 loss: 14.237606 eta: 43 days, 4:48:09 batch_cost: 1.1317 data_cost: 0.0256 ips: 7.0689 images/s
[08/09 23:57:13] ppdet.engine INFO: Epoch: [9] [18700/54024] learning_rate: 0.000100 loss_class: 0.664214 loss_bbox: 0.105220 loss_giou: 0.466883 loss_class_aux: 4.096731 loss_bbox_aux: 0.698366 loss_giou_aux: 2.946710 loss_class_dn: 0.340218 loss_bbox_dn: 0.093154 loss_giou_dn: 0.370979 loss_class_aux_dn: 1.830571 loss_bbox_aux_dn: 0.607639 loss_giou_aux_dn: 2.135134 loss: 15.032162 eta: 43 days, 4:45:02 batch_cost: 1.0620 data_cost: 0.0112 ips: 7.5329 images/s
[08/09 23:59:06] ppdet.engine INFO: Epoch: [9] [18800/54024] learning_rate: 0.000100 loss_class: 0.673571 loss_bbox: 0.107271 loss_giou: 0.464795 loss_class_aux: 4.154610 loss_bbox_aux: 0.710892 loss_giou_aux: 2.893541 loss_class_dn: 0.330859 loss_bbox_dn: 0.096069 loss_giou_dn: 0.359751 loss_class_aux_dn: 1.791974 loss_bbox_aux_dn: 0.581311 loss_giou_aux_dn: 2.041883 loss: 14.387461 eta: 43 days, 4:42:13 batch_cost: 1.0712 data_cost: 0.0013 ips: 7.4685 images/s
[08/10 00:01:03] ppdet.engine INFO: Epoch: [9] [18900/54024] learning_rate: 0.000100 loss_class: 0.673694 loss_bbox: 0.112346 loss_giou: 0.536178 loss_class_aux: 4.168670 loss_bbox_aux: 0.727651 loss_giou_aux: 3.284431 loss_class_dn: 0.352174 loss_bbox_dn: 0.103388 loss_giou_dn: 0.401345 loss_class_aux_dn: 1.871126 loss_bbox_aux_dn: 0.626339 loss_giou_aux_dn: 2.243425 loss: 15.746712 eta: 43 days, 4:40:42 batch_cost: 1.1129 data_cost: 0.0013 ips: 7.1882 images/s
[08/10 00:03:01] ppdet.engine INFO: Epoch: [9] [19000/54024] learning_rate: 0.000100 loss_class: 0.667218 loss_bbox: 0.102158 loss_giou: 0.471046 loss_class_aux: 4.170018 loss_bbox_aux: 0.659997 loss_giou_aux: 2.976604 loss_class_dn: 0.339143 loss_bbox_dn: 0.093211 loss_giou_dn: 0.366275 loss_class_aux_dn: 1.842894 loss_bbox_aux_dn: 0.581266 loss_giou_aux_dn: 2.057276 loss: 14.446139 eta: 43 days, 4:39:35 batch_cost: 1.1258 data_cost: 0.0540 ips: 7.1059 images/s
[08/10 00:05:00] ppdet.engine INFO: Epoch: [9] [19100/54024] learning_rate: 0.000100 loss_class: 0.727910 loss_bbox: 0.107332 loss_giou: 0.493509 loss_class_aux: 4.524933 loss_bbox_aux: 0.716846 loss_giou_aux: 3.084851 loss_class_dn: 0.345667 loss_bbox_dn: 0.102194 loss_giou_dn: 0.383379 loss_class_aux_dn: 1.908889 loss_bbox_aux_dn: 0.639178 loss_giou_aux_dn: 2.151605 loss: 15.247017 eta: 43 days, 4:39:02 batch_cost: 1.1442 data_cost: 0.0013 ips: 6.9919 images/s
[08/10 00:06:58] ppdet.engine INFO: Epoch: [9] [19200/54024] learning_rate: 0.000100 loss_class: 0.671488 loss_bbox: 0.107624 loss_giou: 0.470265 loss_class_aux: 4.159948 loss_bbox_aux: 0.676012 loss_giou_aux: 2.958943 loss_class_dn: 0.339701 loss_bbox_dn: 0.093261 loss_giou_dn: 0.362883 loss_class_aux_dn: 1.840427 loss_bbox_aux_dn: 0.559777 loss_giou_aux_dn: 2.116305 loss: 14.624512 eta: 43 days, 4:37:52 batch_cost: 1.1243 data_cost: 0.0012 ips: 7.1157 images/s
[08/10 00:08:51] ppdet.engine INFO: Epoch: [9] [19300/54024] learning_rate: 0.000100 loss_class: 0.647949 loss_bbox: 0.098899 loss_giou: 0.467538 loss_class_aux: 3.960110 loss_bbox_aux: 0.613143 loss_giou_aux: 2.905361 loss_class_dn: 0.318338 loss_bbox_dn: 0.094601 loss_giou_dn: 0.350288 loss_class_aux_dn: 1.712342 loss_bbox_aux_dn: 0.577573 loss_giou_aux_dn: 2.034065 loss: 13.902839 eta: 43 days, 4:35:27 batch_cost: 1.0842 data_cost: 0.0013 ips: 7.3790 images/s
[08/10 00:10:45] ppdet.engine INFO: Epoch: [9] [19400/54024] learning_rate: 0.000100 loss_class: 0.697862 loss_bbox: 0.113638 loss_giou: 0.489439 loss_class_aux: 4.316756 loss_bbox_aux: 0.746296 loss_giou_aux: 3.113086 loss_class_dn: 0.344421 loss_bbox_dn: 0.102281 loss_giou_dn: 0.387063 loss_class_aux_dn: 1.850542 loss_bbox_aux_dn: 0.642361 loss_giou_aux_dn: 2.218159 loss: 15.850838 eta: 43 days, 4:32:53 batch_cost: 1.0792 data_cost: 0.0175 ips: 7.4127 images/s
[08/10 00:12:37] ppdet.engine INFO: Epoch: [9] [19500/54024] learning_rate: 0.000100 loss_class: 0.722661 loss_bbox: 0.107260 loss_giou: 0.513785 loss_class_aux: 4.290800 loss_bbox_aux: 0.699266 loss_giou_aux: 3.171239 loss_class_dn: 0.345061 loss_bbox_dn: 0.100644 loss_giou_dn: 0.382713 loss_class_aux_dn: 1.865324 loss_bbox_aux_dn: 0.637578 loss_giou_aux_dn: 2.236998 loss: 15.190584 eta: 43 days, 4:30:03 batch_cost: 1.0704 data_cost: 0.0013 ips: 7.4742 images/s
[08/10 00:14:32] ppdet.engine INFO: Epoch: [9] [19600/54024] learning_rate: 0.000100 loss_class: 0.647085 loss_bbox: 0.095575 loss_giou: 0.418880 loss_class_aux: 4.046223 loss_bbox_aux: 0.634778 loss_giou_aux: 2.684012 loss_class_dn: 0.331892 loss_bbox_dn: 0.088951 loss_giou_dn: 0.360195 loss_class_aux_dn: 1.785418 loss_bbox_aux_dn: 0.564947 loss_giou_aux_dn: 2.086242 loss: 14.362460 eta: 43 days, 4:27:58 batch_cost: 1.0947 data_cost: 0.0278 ips: 7.3077 images/s
[08/10 00:16:35] ppdet.engine INFO: Epoch: [9] [19700/54024] learning_rate: 0.000100 loss_class: 0.683542 loss_bbox: 0.111168 loss_giou: 0.542596 loss_class_aux: 4.224867 loss_bbox_aux: 0.718627 loss_giou_aux: 3.364029 loss_class_dn: 0.353853 loss_bbox_dn: 0.105164 loss_giou_dn: 0.396863 loss_class_aux_dn: 1.898520 loss_bbox_aux_dn: 0.636915 loss_giou_aux_dn: 2.248661 loss: 15.348940 eta: 43 days, 4:28:29 batch_cost: 1.1788 data_cost: 0.0013 ips: 6.7865 images/s
[08/10 00:18:29] ppdet.engine INFO: Epoch: [9] [19800/54024] learning_rate: 0.000100 loss_class: 0.689164 loss_bbox: 0.109573 loss_giou: 0.528003 loss_class_aux: 4.367425 loss_bbox_aux: 0.727170 loss_giou_aux: 3.264002 loss_class_dn: 0.345293 loss_bbox_dn: 0.096684 loss_giou_dn: 0.383208 loss_class_aux_dn: 1.865236 loss_bbox_aux_dn: 0.621548 loss_giou_aux_dn: 2.202627 loss: 15.592412 eta: 43 days, 4:26:14 batch_cost: 1.0891 data_cost: 0.0193 ips: 7.3453 images/s
[08/10 00:20:35] ppdet.engine INFO: Epoch: [9] [19900/54024] learning_rate: 0.000100 loss_class: 0.632985 loss_bbox: 0.104588 loss_giou: 0.461026 loss_class_aux: 3.950873 loss_bbox_aux: 0.653642 loss_giou_aux: 2.837942 loss_class_dn: 0.299713 loss_bbox_dn: 0.095846 loss_giou_dn: 0.342177 loss_class_aux_dn: 1.631164 loss_bbox_aux_dn: 0.587350 loss_giou_aux_dn: 1.930505 loss: 13.635827 eta: 43 days, 4:27:49 batch_cost: 1.2130 data_cost: 0.0012 ips: 6.5950 images/s
[08/10 00:22:31] ppdet.engine INFO: Epoch: [9] [20000/54024] learning_rate: 0.000100 loss_class: 0.652512 loss_bbox: 0.098086 loss_giou: 0.433069 loss_class_aux: 4.115195 loss_bbox_aux: 0.649195 loss_giou_aux: 2.744585 loss_class_dn: 0.324857 loss_bbox_dn: 0.093870 loss_giou_dn: 0.339226 loss_class_aux_dn: 1.749307 loss_bbox_aux_dn: 0.591515 loss_giou_aux_dn: 1.948389 loss: 13.949806 eta: 43 days, 4:25:52 batch_cost: 1.0995 data_cost: 0.0012 ips: 7.2760 images/s
[08/10 00:24:27] ppdet.engine INFO: Epoch: [9] [20100/54024] learning_rate: 0.000100 loss_class: 0.705581 loss_bbox: 0.104218 loss_giou: 0.479603 loss_class_aux: 4.424373 loss_bbox_aux: 0.697797 loss_giou_aux: 3.007847 loss_class_dn: 0.345746 loss_bbox_dn: 0.097776 loss_giou_dn: 0.359631 loss_class_aux_dn: 1.850250 loss_bbox_aux_dn: 0.610928 loss_giou_aux_dn: 2.086076 loss: 14.809537 eta: 43 days, 4:24:15 batch_cost: 1.1099 data_cost: 0.0012 ips: 7.2081 images/s
[08/10 00:26:40] ppdet.engine INFO: Epoch: [9] [20200/54024] learning_rate: 0.000100 loss_class: 0.738384 loss_bbox: 0.115684 loss_giou: 0.475515 loss_class_aux: 4.609140 loss_bbox_aux: 0.748429 loss_giou_aux: 2.977379 loss_class_dn: 0.351306 loss_bbox_dn: 0.108037 loss_giou_dn: 0.371427 loss_class_aux_dn: 1.906005 loss_bbox_aux_dn: 0.647881 loss_giou_aux_dn: 2.140240 loss: 15.032037 eta: 43 days, 4:27:54 batch_cost: 1.2800 data_cost: 0.0381 ips: 6.2498 images/s
[08/10 00:28:32] ppdet.engine INFO: Epoch: [9] [20300/54024] learning_rate: 0.000100 loss_class: 0.722392 loss_bbox: 0.109323 loss_giou: 0.468386 loss_class_aux: 4.509462 loss_bbox_aux: 0.728477 loss_giou_aux: 2.922182 loss_class_dn: 0.339524 loss_bbox_dn: 0.106942 loss_giou_dn: 0.363132 loss_class_aux_dn: 1.842022 loss_bbox_aux_dn: 0.647204 loss_giou_aux_dn: 2.099949 loss: 15.172633 eta: 43 days, 4:25:00 batch_cost: 1.0687 data_cost: 0.0012 ips: 7.4860 images/s
[08/10 00:30:24] ppdet.engine INFO: Epoch: [9] [20400/54024] learning_rate: 0.000100 loss_class: 0.708595 loss_bbox: 0.107847 loss_giou: 0.464257 loss_class_aux: 4.442780 loss_bbox_aux: 0.720800 loss_giou_aux: 2.899474 loss_class_dn: 0.344044 loss_bbox_dn: 0.101504 loss_giou_dn: 0.370907 loss_class_aux_dn: 1.871863 loss_bbox_aux_dn: 0.636606 loss_giou_aux_dn: 2.147786 loss: 14.933518 eta: 43 days, 4:22:09 batch_cost: 1.0698 data_cost: 0.0013 ips: 7.4782 images/s
[08/10 00:32:28] ppdet.engine INFO: Epoch: [9] [20500/54024] learning_rate: 0.000100 loss_class: 0.687206 loss_bbox: 0.104692 loss_giou: 0.524574 loss_class_aux: 4.279310 loss_bbox_aux: 0.680783 loss_giou_aux: 3.266713 loss_class_dn: 0.336342 loss_bbox_dn: 0.100762 loss_giou_dn: 0.394076 loss_class_aux_dn: 1.782220 loss_bbox_aux_dn: 0.621252 loss_giou_aux_dn: 2.255944 loss: 14.823776 eta: 43 days, 4:22:46 batch_cost: 1.1821 data_cost: 0.0013 ips: 6.7676 images/s
[08/10 00:34:32] ppdet.engine INFO: Epoch: [9] [20600/54024] learning_rate: 0.000100 loss_class: 0.654153 loss_bbox: 0.104528 loss_giou: 0.480290 loss_class_aux: 4.125331 loss_bbox_aux: 0.695280 loss_giou_aux: 3.037538 loss_class_dn: 0.340523 loss_bbox_dn: 0.091861 loss_giou_dn: 0.365565 loss_class_aux_dn: 1.839504 loss_bbox_aux_dn: 0.590195 loss_giou_aux_dn: 2.079434 loss: 14.591959 eta: 43 days, 4:23:37 batch_cost: 1.1899 data_cost: 0.0283 ips: 6.7232 images/s
[08/10 00:36:23] ppdet.engine INFO: Epoch: [9] [20700/54024] learning_rate: 0.000100 loss_class: 0.661776 loss_bbox: 0.108834 loss_giou: 0.470423 loss_class_aux: 4.147389 loss_bbox_aux: 0.701236 loss_giou_aux: 2.948294 loss_class_dn: 0.325057 loss_bbox_dn: 0.099846 loss_giou_dn: 0.353938 loss_class_aux_dn: 1.771331 loss_bbox_aux_dn: 0.609875 loss_giou_aux_dn: 2.059094 loss: 14.243265 eta: 43 days, 4:20:28 batch_cost: 1.0608 data_cost: 0.0012 ips: 7.5414 images/s
[08/10 00:38:15] ppdet.engine INFO: Epoch: [9] [20800/54024] learning_rate: 0.000100 loss_class: 0.695802 loss_bbox: 0.108529 loss_giou: 0.487363 loss_class_aux: 4.252221 loss_bbox_aux: 0.715744 loss_giou_aux: 3.032370 loss_class_dn: 0.346564 loss_bbox_dn: 0.099961 loss_giou_dn: 0.381070 loss_class_aux_dn: 1.857466 loss_bbox_aux_dn: 0.638060 loss_giou_aux_dn: 2.153834 loss: 15.260504 eta: 43 days, 4:17:26 batch_cost: 1.0638 data_cost: 0.0013 ips: 7.5201 images/s
[08/10 00:40:13] ppdet.engine INFO: Epoch: [9] [20900/54024] learning_rate: 0.000100 loss_class: 0.660888 loss_bbox: 0.095557 loss_giou: 0.446357 loss_class_aux: 4.083334 loss_bbox_aux: 0.633614 loss_giou_aux: 2.772618 loss_class_dn: 0.313284 loss_bbox_dn: 0.100994 loss_giou_dn: 0.333595 loss_class_aux_dn: 1.706694 loss_bbox_aux_dn: 0.598815 loss_giou_aux_dn: 1.911495 loss: 13.884437 eta: 43 days, 4:16:22 batch_cost: 1.1278 data_cost: 0.0013 ips: 7.0935 images/s
[08/10 00:42:09] ppdet.engine INFO: Epoch: [9] [21000/54024] learning_rate: 0.000100 loss_class: 0.666245 loss_bbox: 0.113586 loss_giou: 0.543709 loss_class_aux: 4.149857 loss_bbox_aux: 0.732791 loss_giou_aux: 3.337286 loss_class_dn: 0.363240 loss_bbox_dn: 0.100920 loss_giou_dn: 0.395835 loss_class_aux_dn: 1.949572 loss_bbox_aux_dn: 0.631248 loss_giou_aux_dn: 2.275351 loss: 15.745296 eta: 43 days, 4:14:48 batch_cost: 1.1121 data_cost: 0.0426 ips: 7.1938 images/s
[08/10 00:44:13] ppdet.engine INFO: Epoch: [9] [21100/54024] learning_rate: 0.000100 loss_class: 0.651256 loss_bbox: 0.102767 loss_giou: 0.450164 loss_class_aux: 4.044284 loss_bbox_aux: 0.666348 loss_giou_aux: 2.864969 loss_class_dn: 0.316788 loss_bbox_dn: 0.102148 loss_giou_dn: 0.351561 loss_class_aux_dn: 1.719667 loss_bbox_aux_dn: 0.626248 loss_giou_aux_dn: 1.983420 loss: 14.248847 eta: 43 days, 4:15:25 batch_cost: 1.1827 data_cost: 0.0101 ips: 6.7643 images/s
[08/10 00:46:05] ppdet.engine INFO: Epoch: [9] [21200/54024] learning_rate: 0.000100 loss_class: 0.655930 loss_bbox: 0.102660 loss_giou: 0.460288 loss_class_aux: 4.059333 loss_bbox_aux: 0.692737 loss_giou_aux: 2.911477 loss_class_dn: 0.337537 loss_bbox_dn: 0.094210 loss_giou_dn: 0.359536 loss_class_aux_dn: 1.826524 loss_bbox_aux_dn: 0.595420 loss_giou_aux_dn: 2.076005 loss: 15.027745 eta: 43 days, 4:12:35 batch_cost: 1.0703 data_cost: 0.0013 ips: 7.4742 images/s
[08/10 00:48:05] ppdet.engine INFO: Epoch: [9] [21300/54024] learning_rate: 0.000100 loss_class: 0.756019 loss_bbox: 0.116046 loss_giou: 0.513676 loss_class_aux: 4.592079 loss_bbox_aux: 0.738803 loss_giou_aux: 3.169509 loss_class_dn: 0.368280 loss_bbox_dn: 0.104595 loss_giou_dn: 0.394908 loss_class_aux_dn: 1.995007 loss_bbox_aux_dn: 0.649690 loss_giou_aux_dn: 2.238150 loss: 15.821986 eta: 43 days, 4:12:16 batch_cost: 1.1523 data_cost: 0.0013 ips: 6.9428 images/s
[08/10 00:49:58] ppdet.engine INFO: Epoch: [9] [21400/54024] learning_rate: 0.000100 loss_class: 0.735699 loss_bbox: 0.111971 loss_giou: 0.501631 loss_class_aux: 4.545143 loss_bbox_aux: 0.763922 loss_giou_aux: 3.180059 loss_class_dn: 0.352934 loss_bbox_dn: 0.109353 loss_giou_dn: 0.379095 loss_class_aux_dn: 1.903927 loss_bbox_aux_dn: 0.661873 loss_giou_aux_dn: 2.186202 loss: 15.616036 eta: 43 days, 4:09:26 batch_cost: 1.0708 data_cost: 0.0013 ips: 7.4708 images/s
[08/10 00:51:56] ppdet.engine INFO: Epoch: [9] [21500/54024] learning_rate: 0.000100 loss_class: 0.652462 loss_bbox: 0.100788 loss_giou: 0.487764 loss_class_aux: 4.016215 loss_bbox_aux: 0.651370 loss_giou_aux: 3.036890 loss_class_dn: 0.322332 loss_bbox_dn: 0.099815 loss_giou_dn: 0.362944 loss_class_aux_dn: 1.738745 loss_bbox_aux_dn: 0.625883 loss_giou_aux_dn: 2.055852 loss: 14.369205 eta: 43 days, 4:08:28 batch_cost: 1.1313 data_cost: 0.0012 ips: 7.0716 images/s
[08/10 00:53:53] ppdet.engine INFO: Epoch: [9] [21600/54024] learning_rate: 0.000100 loss_class: 0.662710 loss_bbox: 0.107301 loss_giou: 0.480678 loss_class_aux: 4.129629 loss_bbox_aux: 0.703743 loss_giou_aux: 2.989051 loss_class_dn: 0.341660 loss_bbox_dn: 0.096897 loss_giou_dn: 0.365036 loss_class_aux_dn: 1.832924 loss_bbox_aux_dn: 0.603477 loss_giou_aux_dn: 2.061663 loss: 14.621337 eta: 43 days, 4:07:17 batch_cost: 1.1242 data_cost: 0.0013 ips: 7.1161 images/s
[08/10 00:55:44] ppdet.engine INFO: Epoch: [9] [21700/54024] learning_rate: 0.000100 loss_class: 0.674507 loss_bbox: 0.112679 loss_giou: 0.515044 loss_class_aux: 4.203222 loss_bbox_aux: 0.752344 loss_giou_aux: 3.239371 loss_class_dn: 0.347072 loss_bbox_dn: 0.100198 loss_giou_dn: 0.394718 loss_class_aux_dn: 1.861455 loss_bbox_aux_dn: 0.608224 loss_giou_aux_dn: 2.242614 loss: 15.199304 eta: 43 days, 4:04:01 batch_cost: 1.0565 data_cost: 0.0013 ips: 7.5725 images/s
[08/10 00:57:34] ppdet.engine INFO: Epoch: [9] [21800/54024] learning_rate: 0.000100 loss_class: 0.732080 loss_bbox: 0.104213 loss_giou: 0.488341 loss_class_aux: 4.562110 loss_bbox_aux: 0.697660 loss_giou_aux: 3.030994 loss_class_dn: 0.357926 loss_bbox_dn: 0.093160 loss_giou_dn: 0.367694 loss_class_aux_dn: 1.934995 loss_bbox_aux_dn: 0.574785 loss_giou_aux_dn: 2.092501 loss: 15.672023 eta: 43 days, 4:00:33 batch_cost: 1.0497 data_cost: 0.0012 ips: 7.6215 images/s
[08/10 00:59:34] ppdet.engine INFO: Epoch: [9] [21900/54024] learning_rate: 0.000100 loss_class: 0.710300 loss_bbox: 0.104084 loss_giou: 0.540007 loss_class_aux: 4.467000 loss_bbox_aux: 0.694901 loss_giou_aux: 3.360088 loss_class_dn: 0.360176 loss_bbox_dn: 0.097580 loss_giou_dn: 0.397774 loss_class_aux_dn: 1.942635 loss_bbox_aux_dn: 0.597698 loss_giou_aux_dn: 2.265159 loss: 15.369995 eta: 43 days, 4:00:08 batch_cost: 1.1494 data_cost: 0.0409 ips: 6.9602 images/s
[08/10 01:01:26] ppdet.engine INFO: Epoch: [9] [22000/54024] learning_rate: 0.000100 loss_class: 0.669376 loss_bbox: 0.100777 loss_giou: 0.471107 loss_class_aux: 4.131704 loss_bbox_aux: 0.680031 loss_giou_aux: 2.917204 loss_class_dn: 0.334706 loss_bbox_dn: 0.095940 loss_giou_dn: 0.349750 loss_class_aux_dn: 1.847388 loss_bbox_aux_dn: 0.574690 loss_giou_aux_dn: 2.021518 loss: 14.625110 eta: 43 days, 3:57:12 batch_cost: 1.0669 data_cost: 0.0013 ips: 7.4984 images/s
[08/10 01:03:28] ppdet.engine INFO: Epoch: [9] [22100/54024] learning_rate: 0.000100 loss_class: 0.694225 loss_bbox: 0.108568 loss_giou: 0.455209 loss_class_aux: 4.313864 loss_bbox_aux: 0.704350 loss_giou_aux: 2.873024 loss_class_dn: 0.346531 loss_bbox_dn: 0.108204 loss_giou_dn: 0.367349 loss_class_aux_dn: 1.873972 loss_bbox_aux_dn: 0.669409 loss_giou_aux_dn: 2.154380 loss: 15.504231 eta: 43 days, 3:57:27 batch_cost: 1.1714 data_cost: 0.0013 ips: 6.8296 images/s
[08/10 01:05:20] ppdet.engine INFO: Epoch: [9] [22200/54024] learning_rate: 0.000100 loss_class: 0.666715 loss_bbox: 0.105198 loss_giou: 0.466108 loss_class_aux: 4.253550 loss_bbox_aux: 0.694047 loss_giou_aux: 2.935191 loss_class_dn: 0.323814 loss_bbox_dn: 0.104019 loss_giou_dn: 0.362480 loss_class_aux_dn: 1.757711 loss_bbox_aux_dn: 0.645296 loss_giou_aux_dn: 2.064066 loss: 14.485902 eta: 43 days, 3:54:22 batch_cost: 1.0622 data_cost: 0.0013 ips: 7.5316 images/s
[08/10 01:07:17] ppdet.engine INFO: Epoch: [9] [22300/54024] learning_rate: 0.000100 loss_class: 0.720300 loss_bbox: 0.115795 loss_giou: 0.542643 loss_class_aux: 4.407567 loss_bbox_aux: 0.733453 loss_giou_aux: 3.392311 loss_class_dn: 0.375869 loss_bbox_dn: 0.099290 loss_giou_dn: 0.412426 loss_class_aux_dn: 1.971278 loss_bbox_aux_dn: 0.613152 loss_giou_aux_dn: 2.362355 loss: 15.854469 eta: 43 days, 3:53:17 batch_cost: 1.1272 data_cost: 0.0012 ips: 7.0969 images/s
[08/10 01:09:13] ppdet.engine INFO: Epoch: [9] [22400/54024] learning_rate: 0.000100 loss_class: 0.664071 loss_bbox: 0.105223 loss_giou: 0.474627 loss_class_aux: 4.115466 loss_bbox_aux: 0.677022 loss_giou_aux: 2.942301 loss_class_dn: 0.337155 loss_bbox_dn: 0.098901 loss_giou_dn: 0.366709 loss_class_aux_dn: 1.829872 loss_bbox_aux_dn: 0.599817 loss_giou_aux_dn: 2.121165 loss: 14.661903 eta: 43 days, 3:51:36 batch_cost: 1.1082 data_cost: 0.0013 ips: 7.2186 images/s
[08/10 01:11:15] ppdet.engine INFO: Epoch: [9] [22500/54024] learning_rate: 0.000100 loss_class: 0.669748 loss_bbox: 0.105843 loss_giou: 0.505427 loss_class_aux: 4.139400 loss_bbox_aux: 0.678753 loss_giou_aux: 3.198638 loss_class_dn: 0.341336 loss_bbox_dn: 0.097045 loss_giou_dn: 0.378686 loss_class_aux_dn: 1.833521 loss_bbox_aux_dn: 0.589563 loss_giou_aux_dn: 2.136325 loss: 15.307285 eta: 43 days, 3:51:36 batch_cost: 1.1632 data_cost: 0.0220 ips: 6.8777 images/s
[08/10 01:13:08] ppdet.engine INFO: Epoch: [9] [22600/54024] learning_rate: 0.000100 loss_class: 0.726352 loss_bbox: 0.117298 loss_giou: 0.454841 loss_class_aux: 4.564215 loss_bbox_aux: 0.751973 loss_giou_aux: 2.885936 loss_class_dn: 0.345715 loss_bbox_dn: 0.106894 loss_giou_dn: 0.355830 loss_class_aux_dn: 1.888540 loss_bbox_aux_dn: 0.677622 loss_giou_aux_dn: 2.058960 loss: 15.420577 eta: 43 days, 3:49:04 batch_cost: 1.0801 data_cost: 0.0014 ips: 7.4065 images/s
[08/10 01:15:06] ppdet.engine INFO: Epoch: [9] [22700/54024] learning_rate: 0.000100 loss_class: 0.678393 loss_bbox: 0.108960 loss_giou: 0.464461 loss_class_aux: 4.291029 loss_bbox_aux: 0.719640 loss_giou_aux: 2.902492 loss_class_dn: 0.337560 loss_bbox_dn: 0.104853 loss_giou_dn: 0.370407 loss_class_aux_dn: 1.833262 loss_bbox_aux_dn: 0.644296 loss_giou_aux_dn: 2.112595 loss: 15.042425 eta: 43 days, 3:48:02 batch_cost: 1.1293 data_cost: 0.0013 ips: 7.0842 images/s
[08/10 01:17:01] ppdet.engine INFO: Epoch: [9] [22800/54024] learning_rate: 0.000100 loss_class: 0.698702 loss_bbox: 0.106932 loss_giou: 0.541045 loss_class_aux: 4.350216 loss_bbox_aux: 0.717539 loss_giou_aux: 3.373711 loss_class_dn: 0.343095 loss_bbox_dn: 0.099653 loss_giou_dn: 0.396917 loss_class_aux_dn: 1.844840 loss_bbox_aux_dn: 0.603613 loss_giou_aux_dn: 2.243525 loss: 14.994638 eta: 43 days, 3:46:18 batch_cost: 1.1064 data_cost: 0.0013 ips: 7.2307 images/s
[08/10 01:19:14] ppdet.engine INFO: Epoch: [9] [22900/54024] learning_rate: 0.000100 loss_class: 0.638295 loss_bbox: 0.097428 loss_giou: 0.421203 loss_class_aux: 3.880732 loss_bbox_aux: 0.641751 loss_giou_aux: 2.617576 loss_class_dn: 0.309809 loss_bbox_dn: 0.092524 loss_giou_dn: 0.322671 loss_class_aux_dn: 1.679518 loss_bbox_aux_dn: 0.602265 loss_giou_aux_dn: 1.882890 loss: 13.145066 eta: 43 days, 3:49:45 batch_cost: 1.2767 data_cost: 0.0013 ips: 6.2663 images/s
[08/10 01:21:13] ppdet.engine INFO: Epoch: [9] [23000/54024] learning_rate: 0.000100 loss_class: 0.712778 loss_bbox: 0.110356 loss_giou: 0.491612 loss_class_aux: 4.444804 loss_bbox_aux: 0.732364 loss_giou_aux: 3.085644 loss_class_dn: 0.356287 loss_bbox_dn: 0.094998 loss_giou_dn: 0.371307 loss_class_aux_dn: 1.940918 loss_bbox_aux_dn: 0.581925 loss_giou_aux_dn: 2.138874 loss: 15.675490 eta: 43 days, 3:48:49 batch_cost: 1.1324 data_cost: 0.0013 ips: 7.0644 images/s
[08/10 01:23:04] ppdet.engine INFO: Epoch: [9] [23100/54024] learning_rate: 0.000100 loss_class: 0.643219 loss_bbox: 0.103157 loss_giou: 0.447906 loss_class_aux: 4.074233 loss_bbox_aux: 0.663958 loss_giou_aux: 2.808811 loss_class_dn: 0.326785 loss_bbox_dn: 0.093921 loss_giou_dn: 0.375451 loss_class_aux_dn: 1.805624 loss_bbox_aux_dn: 0.584545 loss_giou_aux_dn: 2.130388 loss: 14.003061 eta: 43 days, 3:45:40 batch_cost: 1.0601 data_cost: 0.0013 ips: 7.5464 images/s
[08/10 01:25:17] ppdet.engine INFO: Epoch: [9] [23200/54024] learning_rate: 0.000100 loss_class: 0.664974 loss_bbox: 0.108301 loss_giou: 0.472455 loss_class_aux: 4.153890 loss_bbox_aux: 0.701610 loss_giou_aux: 2.893149 loss_class_dn: 0.329516 loss_bbox_dn: 0.097244 loss_giou_dn: 0.353782 loss_class_aux_dn: 1.800077 loss_bbox_aux_dn: 0.606640 loss_giou_aux_dn: 2.011253 loss: 14.840774 eta: 43 days, 3:49:14 batch_cost: 1.2808 data_cost: 0.0729 ips: 6.2461 images/s
[08/10 01:27:06] ppdet.engine INFO: Epoch: [9] [23300/54024] learning_rate: 0.000100 loss_class: 0.675687 loss_bbox: 0.106938 loss_giou: 0.485574 loss_class_aux: 4.167620 loss_bbox_aux: 0.679182 loss_giou_aux: 3.039478 loss_class_dn: 0.337240 loss_bbox_dn: 0.096938 loss_giou_dn: 0.378869 loss_class_aux_dn: 1.803152 loss_bbox_aux_dn: 0.598055 loss_giou_aux_dn: 2.188081 loss: 15.095245 eta: 43 days, 3:45:30 batch_cost: 1.0407 data_cost: 0.0012 ips: 7.6874 images/s
[08/10 01:29:04] ppdet.engine INFO: Epoch: [9] [23400/54024] learning_rate: 0.000100 loss_class: 0.682096 loss_bbox: 0.104704 loss_giou: 0.477163 loss_class_aux: 4.216807 loss_bbox_aux: 0.684784 loss_giou_aux: 2.986887 loss_class_dn: 0.334647 loss_bbox_dn: 0.100097 loss_giou_dn: 0.370054 loss_class_aux_dn: 1.785247 loss_bbox_aux_dn: 0.621433 loss_giou_aux_dn: 2.143305 loss: 14.867640 eta: 43 days, 3:44:20 batch_cost: 1.1256 data_cost: 0.0012 ips: 7.1073 images/s
[08/10 01:30:55] ppdet.engine INFO: Epoch: [9] [23500/54024] learning_rate: 0.000100 loss_class: 0.678116 loss_bbox: 0.110161 loss_giou: 0.514696 loss_class_aux: 4.321477 loss_bbox_aux: 0.769088 loss_giou_aux: 3.243302 loss_class_dn: 0.354980 loss_bbox_dn: 0.102747 loss_giou_dn: 0.388510 loss_class_aux_dn: 1.955776 loss_bbox_aux_dn: 0.644944 loss_giou_aux_dn: 2.233449 loss: 15.310621 eta: 43 days, 3:41:23 batch_cost: 1.0664 data_cost: 0.0012 ips: 7.5021 images/s
[08/10 01:32:48] ppdet.engine INFO: Epoch: [9] [23600/54024] learning_rate: 0.000100 loss_class: 0.646058 loss_bbox: 0.107330 loss_giou: 0.533907 loss_class_aux: 4.005918 loss_bbox_aux: 0.693767 loss_giou_aux: 3.270763 loss_class_dn: 0.357123 loss_bbox_dn: 0.099532 loss_giou_dn: 0.393848 loss_class_aux_dn: 1.916653 loss_bbox_aux_dn: 0.617368 loss_giou_aux_dn: 2.275890 loss: 15.328251 eta: 43 days, 3:38:48 batch_cost: 1.0784 data_cost: 0.0012 ips: 7.4184 images/s
[08/10 01:34:40] ppdet.engine INFO: Epoch: [9] [23700/54024] learning_rate: 0.000100 loss_class: 0.698188 loss_bbox: 0.114423 loss_giou: 0.489511 loss_class_aux: 4.308599 loss_bbox_aux: 0.736491 loss_giou_aux: 3.060194 loss_class_dn: 0.356338 loss_bbox_dn: 0.107737 loss_giou_dn: 0.378905 loss_class_aux_dn: 1.921281 loss_bbox_aux_dn: 0.649588 loss_giou_aux_dn: 2.173521 loss: 14.832382 eta: 43 days, 3:35:56 batch_cost: 1.0693 data_cost: 0.0014 ips: 7.4818 images/s
[08/10 01:36:35] ppdet.engine INFO: Epoch: [9] [23800/54024] learning_rate: 0.000100 loss_class: 0.691553 loss_bbox: 0.115179 loss_giou: 0.553528 loss_class_aux: 4.254117 loss_bbox_aux: 0.743548 loss_giou_aux: 3.421477 loss_class_dn: 0.374799 loss_bbox_dn: 0.107869 loss_giou_dn: 0.411936 loss_class_aux_dn: 1.992554 loss_bbox_aux_dn: 0.664334 loss_giou_aux_dn: 2.356752 loss: 16.271200 eta: 43 days, 3:34:07 batch_cost: 1.1036 data_cost: 0.0012 ips: 7.2489 images/s
[08/10 01:38:28] ppdet.engine INFO: Epoch: [9] [23900/54024] learning_rate: 0.000100 loss_class: 0.664588 loss_bbox: 0.100470 loss_giou: 0.505246 loss_class_aux: 4.161089 loss_bbox_aux: 0.666690 loss_giou_aux: 3.125105 loss_class_dn: 0.340593 loss_bbox_dn: 0.097700 loss_giou_dn: 0.376679 loss_class_aux_dn: 1.839413 loss_bbox_aux_dn: 0.605427 loss_giou_aux_dn: 2.099476 loss: 14.601212 eta: 43 days, 3:31:30 batch_cost: 1.0778 data_cost: 0.0012 ips: 7.4223 images/s
[08/10 01:40:23] ppdet.engine INFO: Epoch: [9] [24000/54024] learning_rate: 0.000100 loss_class: 0.689405 loss_bbox: 0.111325 loss_giou: 0.506439 loss_class_aux: 4.292424 loss_bbox_aux: 0.739101 loss_giou_aux: 3.150135 loss_class_dn: 0.353229 loss_bbox_dn: 0.103464 loss_giou_dn: 0.377632 loss_class_aux_dn: 1.882475 loss_bbox_aux_dn: 0.643070 loss_giou_aux_dn: 2.129110 loss: 15.147248 eta: 43 days, 3:29:28 batch_cost: 1.0962 data_cost: 0.0015 ips: 7.2983 images/s
[08/10 01:42:15] ppdet.engine INFO: Epoch: [9] [24100/54024] learning_rate: 0.000100 loss_class: 0.705979 loss_bbox: 0.108811 loss_giou: 0.523540 loss_class_aux: 4.365542 loss_bbox_aux: 0.718842 loss_giou_aux: 3.199047 loss_class_dn: 0.357610 loss_bbox_dn: 0.098731 loss_giou_dn: 0.380419 loss_class_aux_dn: 1.924899 loss_bbox_aux_dn: 0.608365 loss_giou_aux_dn: 2.198905 loss: 15.443619 eta: 43 days, 3:26:25 batch_cost: 1.0631 data_cost: 0.0013 ips: 7.5254 images/s
[08/10 01:44:13] ppdet.engine INFO: Epoch: [9] [24200/54024] learning_rate: 0.000100 loss_class: 0.706053 loss_bbox: 0.113443 loss_giou: 0.536588 loss_class_aux: 4.379669 loss_bbox_aux: 0.735482 loss_giou_aux: 3.371326 loss_class_dn: 0.354505 loss_bbox_dn: 0.095611 loss_giou_dn: 0.385719 loss_class_aux_dn: 1.911503 loss_bbox_aux_dn: 0.590989 loss_giou_aux_dn: 2.204162 loss: 15.390646 eta: 43 days, 3:25:38 batch_cost: 1.1378 data_cost: 0.0036 ips: 7.0308 images/s
[08/10 01:46:03] ppdet.engine INFO: Epoch: [9] [24300/54024] learning_rate: 0.000100 loss_class: 0.702241 loss_bbox: 0.109913 loss_giou: 0.491338 loss_class_aux: 4.411856 loss_bbox_aux: 0.722556 loss_giou_aux: 3.116948 loss_class_dn: 0.356641 loss_bbox_dn: 0.098463 loss_giou_dn: 0.377471 loss_class_aux_dn: 1.938442 loss_bbox_aux_dn: 0.612892 loss_giou_aux_dn: 2.158961 loss: 15.345393 eta: 43 days, 3:21:51 batch_cost: 1.0387 data_cost: 0.0013 ips: 7.7017 images/s
[08/10 01:47:59] ppdet.engine INFO: Epoch: [9] [24400/54024] learning_rate: 0.000100 loss_class: 0.670575 loss_bbox: 0.109210 loss_giou: 0.515532 loss_class_aux: 4.098965 loss_bbox_aux: 0.672626 loss_giou_aux: 3.151743 loss_class_dn: 0.341040 loss_bbox_dn: 0.098883 loss_giou_dn: 0.375625 loss_class_aux_dn: 1.822013 loss_bbox_aux_dn: 0.629180 loss_giou_aux_dn: 2.107883 loss: 14.723049 eta: 43 days, 3:20:22 batch_cost: 1.1151 data_cost: 0.0013 ips: 7.1740 images/s
[08/10 01:49:51] ppdet.engine INFO: Epoch: [9] [24500/54024] learning_rate: 0.000100 loss_class: 0.721998 loss_bbox: 0.110394 loss_giou: 0.478861 loss_class_aux: 4.478184 loss_bbox_aux: 0.710010 loss_giou_aux: 3.053778 loss_class_dn: 0.337389 loss_bbox_dn: 0.098989 loss_giou_dn: 0.373669 loss_class_aux_dn: 1.839766 loss_bbox_aux_dn: 0.616271 loss_giou_aux_dn: 2.107702 loss: 14.987348 eta: 43 days, 3:17:23 batch_cost: 1.0647 data_cost: 0.0013 ips: 7.5138 images/s
[08/10 01:51:45] ppdet.engine INFO: Epoch: [9] [24600/54024] learning_rate: 0.000100 loss_class: 0.688420 loss_bbox: 0.107030 loss_giou: 0.488263 loss_class_aux: 4.341834 loss_bbox_aux: 0.713711 loss_giou_aux: 3.089067 loss_class_dn: 0.340198 loss_bbox_dn: 0.100586 loss_giou_dn: 0.377186 loss_class_aux_dn: 1.861051 loss_bbox_aux_dn: 0.627893 loss_giou_aux_dn: 2.157138 loss: 15.493146 eta: 43 days, 3:15:17 batch_cost: 1.0944 data_cost: 0.0093 ips: 7.3099 images/s
[08/10 01:53:36] ppdet.engine INFO: Epoch: [9] [24700/54024] learning_rate: 0.000100 loss_class: 0.708328 loss_bbox: 0.111104 loss_giou: 0.487528 loss_class_aux: 4.474549 loss_bbox_aux: 0.736715 loss_giou_aux: 3.044777 loss_class_dn: 0.352925 loss_bbox_dn: 0.098837 loss_giou_dn: 0.382939 loss_class_aux_dn: 1.897427 loss_bbox_aux_dn: 0.618451 loss_giou_aux_dn: 2.171685 loss: 15.725051 eta: 43 days, 3:11:52 batch_cost: 1.0505 data_cost: 0.0013 ips: 7.6153 images/s
[08/10 01:55:29] ppdet.engine INFO: Epoch: [9] [24800/54024] learning_rate: 0.000100 loss_class: 0.713504 loss_bbox: 0.113977 loss_giou: 0.563786 loss_class_aux: 4.437850 loss_bbox_aux: 0.749401 loss_giou_aux: 3.477436 loss_class_dn: 0.364631 loss_bbox_dn: 0.101309 loss_giou_dn: 0.415402 loss_class_aux_dn: 1.970527 loss_bbox_aux_dn: 0.634143 loss_giou_aux_dn: 2.333719 loss: 15.692885 eta: 43 days, 3:09:26 batch_cost: 1.0834 data_cost: 0.0013 ips: 7.3841 images/s
[08/10 01:57:21] ppdet.engine INFO: Epoch: [9] [24900/54024] learning_rate: 0.000100 loss_class: 0.740602 loss_bbox: 0.106885 loss_giou: 0.540911 loss_class_aux: 4.622224 loss_bbox_aux: 0.713974 loss_giou_aux: 3.354266 loss_class_dn: 0.372107 loss_bbox_dn: 0.105643 loss_giou_dn: 0.407018 loss_class_aux_dn: 1.996906 loss_bbox_aux_dn: 0.654519 loss_giou_aux_dn: 2.290076 loss: 16.082543 eta: 43 days, 3:06:39 batch_cost: 1.0717 data_cost: 0.0134 ips: 7.4650 images/s
[08/10 01:59:21] ppdet.engine INFO: Epoch: [9] [25000/54024] learning_rate: 0.000100 loss_class: 0.715641 loss_bbox: 0.109070 loss_giou: 0.509694 loss_class_aux: 4.392529 loss_bbox_aux: 0.716313 loss_giou_aux: 3.215061 loss_class_dn: 0.355271 loss_bbox_dn: 0.101076 loss_giou_dn: 0.382933 loss_class_aux_dn: 1.932412 loss_bbox_aux_dn: 0.614374 loss_giou_aux_dn: 2.175834 loss: 15.496485 eta: 43 days, 3:06:11 batch_cost: 1.1483 data_cost: 0.0014 ips: 6.9671 images/s
[08/10 02:01:12] ppdet.engine INFO: Epoch: [9] [25100/54024] learning_rate: 0.000100 loss_class: 0.716247 loss_bbox: 0.109774 loss_giou: 0.555610 loss_class_aux: 4.490369 loss_bbox_aux: 0.717754 loss_giou_aux: 3.376996 loss_class_dn: 0.364928 loss_bbox_dn: 0.095847 loss_giou_dn: 0.401732 loss_class_aux_dn: 1.986049 loss_bbox_aux_dn: 0.587846 loss_giou_aux_dn: 2.272483 loss: 15.847523 eta: 43 days, 3:02:48 batch_cost: 1.0517 data_cost: 0.0013 ips: 7.6070 images/s
[08/10 02:03:03] ppdet.engine INFO: Epoch: [9] [25200/54024] learning_rate: 0.000100 loss_class: 0.697500 loss_bbox: 0.111271 loss_giou: 0.462094 loss_class_aux: 4.330477 loss_bbox_aux: 0.714712 loss_giou_aux: 2.892929 loss_class_dn: 0.339265 loss_bbox_dn: 0.102736 loss_giou_dn: 0.357628 loss_class_aux_dn: 1.832973 loss_bbox_aux_dn: 0.628695 loss_giou_aux_dn: 2.038668 loss: 14.422153 eta: 43 days, 2:59:45 batch_cost: 1.0628 data_cost: 0.0013 ips: 7.5270 images/s
[08/10 02:04:55] ppdet.engine INFO: Epoch: [9] [25300/54024] learning_rate: 0.000100 loss_class: 0.656077 loss_bbox: 0.112330 loss_giou: 0.512874 loss_class_aux: 4.072685 loss_bbox_aux: 0.718083 loss_giou_aux: 3.252689 loss_class_dn: 0.340182 loss_bbox_dn: 0.103782 loss_giou_dn: 0.378657 loss_class_aux_dn: 1.839367 loss_bbox_aux_dn: 0.635990 loss_giou_aux_dn: 2.155368 loss: 14.794047 eta: 43 days, 2:56:43 batch_cost: 1.0629 data_cost: 0.0013 ips: 7.5269 images/s
[08/10 02:06:46] ppdet.engine INFO: Epoch: [9] [25400/54024] learning_rate: 0.000100 loss_class: 0.668066 loss_bbox: 0.108186 loss_giou: 0.496873 loss_class_aux: 4.176362 loss_bbox_aux: 0.680359 loss_giou_aux: 3.081522 loss_class_dn: 0.341495 loss_bbox_dn: 0.096041 loss_giou_dn: 0.389704 loss_class_aux_dn: 1.822840 loss_bbox_aux_dn: 0.590950 loss_giou_aux_dn: 2.245627 loss: 15.233605 eta: 43 days, 2:53:45 batch_cost: 1.0655 data_cost: 0.0215 ips: 7.5082 images/s
[08/10 02:08:43] ppdet.engine INFO: Epoch: [9] [25500/54024] learning_rate: 0.000100 loss_class: 0.665024 loss_bbox: 0.112276 loss_giou: 0.480767 loss_class_aux: 4.258038 loss_bbox_aux: 0.706240 loss_giou_aux: 2.992633 loss_class_dn: 0.345763 loss_bbox_dn: 0.105439 loss_giou_dn: 0.361391 loss_class_aux_dn: 1.870361 loss_bbox_aux_dn: 0.681436 loss_giou_aux_dn: 2.106059 loss: 14.917475 eta: 43 days, 2:52:18 batch_cost: 1.1157 data_cost: 0.0012 ips: 7.1705 images/s
[08/10 02:10:40] ppdet.engine INFO: Epoch: [9] [25600/54024] learning_rate: 0.000100 loss_class: 0.694746 loss_bbox: 0.105722 loss_giou: 0.464557 loss_class_aux: 4.337445 loss_bbox_aux: 0.702346 loss_giou_aux: 2.938961 loss_class_dn: 0.341550 loss_bbox_dn: 0.109151 loss_giou_dn: 0.357282 loss_class_aux_dn: 1.866605 loss_bbox_aux_dn: 0.656741 loss_giou_aux_dn: 2.062404 loss: 14.874895 eta: 43 days, 2:50:53 batch_cost: 1.1173 data_cost: 0.0013 ips: 7.1598 images/s
[08/10 02:12:32] ppdet.engine INFO: Epoch: [9] [25700/54024] learning_rate: 0.000100 loss_class: 0.697549 loss_bbox: 0.111125 loss_giou: 0.473393 loss_class_aux: 4.269872 loss_bbox_aux: 0.716946 loss_giou_aux: 2.949311 loss_class_dn: 0.338052 loss_bbox_dn: 0.106608 loss_giou_dn: 0.373500 loss_class_aux_dn: 1.823163 loss_bbox_aux_dn: 0.656999 loss_giou_aux_dn: 2.110634 loss: 14.852287 eta: 43 days, 2:48:13 batch_cost: 1.0752 data_cost: 0.0014 ips: 7.4408 images/s
[08/10 02:14:41] ppdet.engine INFO: Epoch: [9] [25800/54024] learning_rate: 0.000100 loss_class: 0.721470 loss_bbox: 0.113405 loss_giou: 0.489710 loss_class_aux: 4.479013 loss_bbox_aux: 0.739501 loss_giou_aux: 3.071426 loss_class_dn: 0.367498 loss_bbox_dn: 0.106795 loss_giou_dn: 0.390697 loss_class_aux_dn: 1.960102 loss_bbox_aux_dn: 0.662179 loss_giou_aux_dn: 2.242911 loss: 15.603920 eta: 43 days, 2:50:19 batch_cost: 1.2341 data_cost: 0.1336 ips: 6.4824 images/s
[08/10 02:16:32] ppdet.engine INFO: Epoch: [9] [25900/54024] learning_rate: 0.000100 loss_class: 0.645948 loss_bbox: 0.105518 loss_giou: 0.443394 loss_class_aux: 4.061400 loss_bbox_aux: 0.692247 loss_giou_aux: 2.773836 loss_class_dn: 0.314537 loss_bbox_dn: 0.097016 loss_giou_dn: 0.334379 loss_class_aux_dn: 1.709425 loss_bbox_aux_dn: 0.603352 loss_giou_aux_dn: 1.886252 loss: 13.735912 eta: 43 days, 2:47:05 batch_cost: 1.0564 data_cost: 0.0013 ips: 7.5725 images/s
[08/10 02:18:29] ppdet.engine INFO: Epoch: [9] [26000/54024] learning_rate: 0.000100 loss_class: 0.677194 loss_bbox: 0.103867 loss_giou: 0.454663 loss_class_aux: 4.181226 loss_bbox_aux: 0.679786 loss_giou_aux: 2.863131 loss_class_dn: 0.341592 loss_bbox_dn: 0.101256 loss_giou_dn: 0.371328 loss_class_aux_dn: 1.826234 loss_bbox_aux_dn: 0.632202 loss_giou_aux_dn: 2.088294 loss: 14.979181 eta: 43 days, 2:45:56 batch_cost: 1.1261 data_cost: 0.0012 ips: 7.1044 images/s
[08/10 02:20:19] ppdet.engine INFO: Epoch: [9] [26100/54024] learning_rate: 0.000100 loss_class: 0.675160 loss_bbox: 0.112711 loss_giou: 0.511615 loss_class_aux: 4.161320 loss_bbox_aux: 0.748897 loss_giou_aux: 3.187709 loss_class_dn: 0.345526 loss_bbox_dn: 0.105968 loss_giou_dn: 0.381453 loss_class_aux_dn: 1.887345 loss_bbox_aux_dn: 0.656245 loss_giou_aux_dn: 2.164091 loss: 15.255582 eta: 43 days, 2:42:26 batch_cost: 1.0471 data_cost: 0.0013 ips: 7.6403 images/s
[08/10 02:22:12] ppdet.engine INFO: Epoch: [9] [26200/54024] learning_rate: 0.000100 loss_class: 0.696813 loss_bbox: 0.115719 loss_giou: 0.512180 loss_class_aux: 4.309121 loss_bbox_aux: 0.736653 loss_giou_aux: 3.175714 loss_class_dn: 0.372672 loss_bbox_dn: 0.100279 loss_giou_dn: 0.391497 loss_class_aux_dn: 1.958683 loss_bbox_aux_dn: 0.630008 loss_giou_aux_dn: 2.298133 loss: 15.829068 eta: 43 days, 2:39:58 batch_cost: 1.0822 data_cost: 0.0013 ips: 7.3924 images/s
[08/10 02:24:08] ppdet.engine INFO: Epoch: [9] [26300/54024] learning_rate: 0.000100 loss_class: 0.695543 loss_bbox: 0.107816 loss_giou: 0.495520 loss_class_aux: 4.350878 loss_bbox_aux: 0.691199 loss_giou_aux: 3.110054 loss_class_dn: 0.348443 loss_bbox_dn: 0.098081 loss_giou_dn: 0.368306 loss_class_aux_dn: 1.887356 loss_bbox_aux_dn: 0.631776 loss_giou_aux_dn: 2.112808 loss: 14.960437 eta: 43 days, 2:38:12 batch_cost: 1.1052 data_cost: 0.0013 ips: 7.2382 images/s
[08/10 02:26:05] ppdet.engine INFO: Epoch: [9] [26400/54024] learning_rate: 0.000100 loss_class: 0.650292 loss_bbox: 0.106395 loss_giou: 0.498085 loss_class_aux: 4.082358 loss_bbox_aux: 0.673564 loss_giou_aux: 3.096628 loss_class_dn: 0.339492 loss_bbox_dn: 0.098358 loss_giou_dn: 0.372249 loss_class_aux_dn: 1.816469 loss_bbox_aux_dn: 0.588957 loss_giou_aux_dn: 2.138091 loss: 14.895905 eta: 43 days, 2:36:56 batch_cost: 1.1221 data_cost: 0.0206 ips: 7.1294 images/s
[08/10 02:28:05] ppdet.engine INFO: Epoch: [9] [26500/54024] learning_rate: 0.000100 loss_class: 0.669650 loss_bbox: 0.104684 loss_giou: 0.503043 loss_class_aux: 4.171426 loss_bbox_aux: 0.700194 loss_giou_aux: 3.110849 loss_class_dn: 0.344751 loss_bbox_dn: 0.099184 loss_giou_dn: 0.378130 loss_class_aux_dn: 1.870830 loss_bbox_aux_dn: 0.601438 loss_giou_aux_dn: 2.157919 loss: 15.152106 eta: 43 days, 2:36:22 batch_cost: 1.1450 data_cost: 0.0012 ips: 6.9868 images/s
[08/10 02:29:57] ppdet.engine INFO: Epoch: [9] [26600/54024] learning_rate: 0.000100 loss_class: 0.699359 loss_bbox: 0.110294 loss_giou: 0.496680 loss_class_aux: 4.356793 loss_bbox_aux: 0.718135 loss_giou_aux: 3.078181 loss_class_dn: 0.340099 loss_bbox_dn: 0.096882 loss_giou_dn: 0.363156 loss_class_aux_dn: 1.840371 loss_bbox_aux_dn: 0.598070 loss_giou_aux_dn: 2.057377 loss: 14.861326 eta: 43 days, 2:33:33 batch_cost: 1.0705 data_cost: 0.0013 ips: 7.4728 images/s
[08/10 02:31:48] ppdet.engine INFO: Epoch: [9] [26700/54024] learning_rate: 0.000100 loss_class: 0.648586 loss_bbox: 0.102035 loss_giou: 0.466653 loss_class_aux: 4.085773 loss_bbox_aux: 0.687237 loss_giou_aux: 2.908087 loss_class_dn: 0.324630 loss_bbox_dn: 0.102789 loss_giou_dn: 0.351318 loss_class_aux_dn: 1.745432 loss_bbox_aux_dn: 0.636344 loss_giou_aux_dn: 2.033621 loss: 14.255154 eta: 43 days, 2:30:28 batch_cost: 1.0607 data_cost: 0.0013 ips: 7.5421 images/s
[08/10 02:33:41] ppdet.engine INFO: Epoch: [9] [26800/54024] learning_rate: 0.000100 loss_class: 0.690458 loss_bbox: 0.108524 loss_giou: 0.488922 loss_class_aux: 4.286452 loss_bbox_aux: 0.749766 loss_giou_aux: 3.077231 loss_class_dn: 0.358668 loss_bbox_dn: 0.103516 loss_giou_dn: 0.381341 loss_class_aux_dn: 1.907931 loss_bbox_aux_dn: 0.648466 loss_giou_aux_dn: 2.178809 loss: 15.142237 eta: 43 days, 2:27:57 batch_cost: 1.0806 data_cost: 0.0012 ips: 7.4035 images/s
[08/10 02:35:40] ppdet.engine INFO: Epoch: [9] [26900/54024] learning_rate: 0.000100 loss_class: 0.716190 loss_bbox: 0.107346 loss_giou: 0.507473 loss_class_aux: 4.411709 loss_bbox_aux: 0.686081 loss_giou_aux: 3.222654 loss_class_dn: 0.351190 loss_bbox_dn: 0.098265 loss_giou_dn: 0.390742 loss_class_aux_dn: 1.890850 loss_bbox_aux_dn: 0.637721 loss_giou_aux_dn: 2.246741 loss: 15.649243 eta: 43 days, 2:27:12 batch_cost: 1.1393 data_cost: 0.0013 ips: 7.0222 images/s
[08/10 02:37:35] ppdet.engine INFO: Epoch: [9] [27000/54024] learning_rate: 0.000100 loss_class: 0.692950 loss_bbox: 0.107643 loss_giou: 0.514392 loss_class_aux: 4.272210 loss_bbox_aux: 0.694715 loss_giou_aux: 3.218374 loss_class_dn: 0.349434 loss_bbox_dn: 0.097832 loss_giou_dn: 0.391137 loss_class_aux_dn: 1.899758 loss_bbox_aux_dn: 0.617293 loss_giou_aux_dn: 2.221406 loss: 15.467589 eta: 43 days, 2:25:05 batch_cost: 1.0934 data_cost: 0.0013 ips: 7.3167 images/s
[08/10 02:39:30] ppdet.engine INFO: Epoch: [9] [27100/54024] learning_rate: 0.000100 loss_class: 0.697580 loss_bbox: 0.107181 loss_giou: 0.502916 loss_class_aux: 4.381654 loss_bbox_aux: 0.688069 loss_giou_aux: 3.103281 loss_class_dn: 0.340976 loss_bbox_dn: 0.108461 loss_giou_dn: 0.372816 loss_class_aux_dn: 1.845889 loss_bbox_aux_dn: 0.682041 loss_giou_aux_dn: 2.189187 loss: 15.181580 eta: 43 days, 2:23:12 batch_cost: 1.1013 data_cost: 0.0012 ips: 7.2644 images/s
[08/10 02:41:21] ppdet.engine INFO: Epoch: [9] [27200/54024] learning_rate: 0.000100 loss_class: 0.686947 loss_bbox: 0.100748 loss_giou: 0.464138 loss_class_aux: 4.294195 loss_bbox_aux: 0.666923 loss_giou_aux: 2.868740 loss_class_dn: 0.324140 loss_bbox_dn: 0.092033 loss_giou_dn: 0.349062 loss_class_aux_dn: 1.768105 loss_bbox_aux_dn: 0.574530 loss_giou_aux_dn: 1.976509 loss: 13.908819 eta: 43 days, 2:20:10 batch_cost: 1.0631 data_cost: 0.0012 ips: 7.5249 images/s
[08/10 02:43:15] ppdet.engine INFO: Epoch: [9] [27300/54024] learning_rate: 0.000100 loss_class: 0.709421 loss_bbox: 0.110729 loss_giou: 0.506787 loss_class_aux: 4.439085 loss_bbox_aux: 0.713689 loss_giou_aux: 3.093300 loss_class_dn: 0.350292 loss_bbox_dn: 0.102566 loss_giou_dn: 0.385620 loss_class_aux_dn: 1.903377 loss_bbox_aux_dn: 0.651000 loss_giou_aux_dn: 2.213918 loss: 15.598454 eta: 43 days, 2:17:52 batch_cost: 1.0872 data_cost: 0.0013 ips: 7.3586 images/s
[08/10 02:45:06] ppdet.engine INFO: Epoch: [9] [27400/54024] learning_rate: 0.000100 loss_class: 0.723570 loss_bbox: 0.115086 loss_giou: 0.524093 loss_class_aux: 4.453749 loss_bbox_aux: 0.755080 loss_giou_aux: 3.323138 loss_class_dn: 0.363828 loss_bbox_dn: 0.105921 loss_giou_dn: 0.400621 loss_class_aux_dn: 1.989663 loss_bbox_aux_dn: 0.644435 loss_giou_aux_dn: 2.279134 loss: 16.065935 eta: 43 days, 2:14:49 batch_cost: 1.0618 data_cost: 0.0013 ips: 7.5344 images/s
[08/10 02:47:02] ppdet.engine INFO: Epoch: [9] [27500/54024] learning_rate: 0.000100 loss_class: 0.677960 loss_bbox: 0.105488 loss_giou: 0.451266 loss_class_aux: 4.227443 loss_bbox_aux: 0.686386 loss_giou_aux: 2.791931 loss_class_dn: 0.328127 loss_bbox_dn: 0.091490 loss_giou_dn: 0.339135 loss_class_aux_dn: 1.775096 loss_bbox_aux_dn: 0.593555 loss_giou_aux_dn: 1.993249 loss: 14.611382 eta: 43 days, 2:13:12 batch_cost: 1.1104 data_cost: 0.0012 ips: 7.2048 images/s
[08/10 02:48:59] ppdet.engine INFO: Epoch: [9] [27600/54024] learning_rate: 0.000100 loss_class: 0.684537 loss_bbox: 0.114886 loss_giou: 0.523760 loss_class_aux: 4.245226 loss_bbox_aux: 0.735403 loss_giou_aux: 3.251410 loss_class_dn: 0.352554 loss_bbox_dn: 0.110070 loss_giou_dn: 0.375124 loss_class_aux_dn: 1.865454 loss_bbox_aux_dn: 0.673616 loss_giou_aux_dn: 2.141362 loss: 15.050924 eta: 43 days, 2:11:48 batch_cost: 1.1175 data_cost: 0.0013 ips: 7.1588 images/s
[08/10 02:50:55] ppdet.engine INFO: Epoch: [9] [27700/54024] learning_rate: 0.000100 loss_class: 0.674154 loss_bbox: 0.112617 loss_giou: 0.473239 loss_class_aux: 4.206129 loss_bbox_aux: 0.740164 loss_giou_aux: 2.934035 loss_class_dn: 0.324539 loss_bbox_dn: 0.108398 loss_giou_dn: 0.359078 loss_class_aux_dn: 1.754400 loss_bbox_aux_dn: 0.656217 loss_giou_aux_dn: 2.058195 loss: 14.493235 eta: 43 days, 2:10:11 batch_cost: 1.1103 data_cost: 0.0195 ips: 7.2052 images/s
[08/10 02:52:49] ppdet.engine INFO: Epoch: [9] [27800/54024] learning_rate: 0.000100 loss_class: 0.689445 loss_bbox: 0.111832 loss_giou: 0.442094 loss_class_aux: 4.349231 loss_bbox_aux: 0.728120 loss_giou_aux: 2.786737 loss_class_dn: 0.333000 loss_bbox_dn: 0.102731 loss_giou_dn: 0.342892 loss_class_aux_dn: 1.802801 loss_bbox_aux_dn: 0.629050 loss_giou_aux_dn: 1.961439 loss: 14.068526 eta: 43 days, 2:07:53 batch_cost: 1.0877 data_cost: 0.0013 ips: 7.3550 images/s
[08/10 02:54:54] ppdet.engine INFO: Epoch: [9] [27900/54024] learning_rate: 0.000100 loss_class: 0.691298 loss_bbox: 0.113931 loss_giou: 0.480257 loss_class_aux: 4.367399 loss_bbox_aux: 0.748167 loss_giou_aux: 2.952509 loss_class_dn: 0.350187 loss_bbox_dn: 0.109886 loss_giou_dn: 0.365987 loss_class_aux_dn: 1.889623 loss_bbox_aux_dn: 0.658956 loss_giou_aux_dn: 2.141613 loss: 15.223833 eta: 43 days, 2:08:55 batch_cost: 1.1995 data_cost: 0.0171 ips: 6.6693 images/s
[08/10 02:56:50] ppdet.engine INFO: Epoch: [9] [28000/54024] learning_rate: 0.000100 loss_class: 0.682457 loss_bbox: 0.106687 loss_giou: 0.517546 loss_class_aux: 4.284899 loss_bbox_aux: 0.719468 loss_giou_aux: 3.225106 loss_class_dn: 0.350143 loss_bbox_dn: 0.095916 loss_giou_dn: 0.399188 loss_class_aux_dn: 1.869601 loss_bbox_aux_dn: 0.584525 loss_giou_aux_dn: 2.243415 loss: 15.596108 eta: 43 days, 2:07:24 batch_cost: 1.1137 data_cost: 0.0251 ips: 7.1835 images/s
[08/10 02:58:40] ppdet.engine INFO: Epoch: [9] [28100/54024] learning_rate: 0.000100 loss_class: 0.703771 loss_bbox: 0.108621 loss_giou: 0.474938 loss_class_aux: 4.310520 loss_bbox_aux: 0.708101 loss_giou_aux: 2.997396 loss_class_dn: 0.347813 loss_bbox_dn: 0.101277 loss_giou_dn: 0.358991 loss_class_aux_dn: 1.904836 loss_bbox_aux_dn: 0.612738 loss_giou_aux_dn: 2.105219 loss: 14.772112 eta: 43 days, 2:03:52 batch_cost: 1.0459 data_cost: 0.0013 ips: 7.6486 images/s
[08/10 03:00:35] ppdet.engine INFO: Epoch: [9] [28200/54024] learning_rate: 0.000100 loss_class: 0.712753 loss_bbox: 0.111702 loss_giou: 0.523717 loss_class_aux: 4.354186 loss_bbox_aux: 0.713293 loss_giou_aux: 3.230586 loss_class_dn: 0.358144 loss_bbox_dn: 0.103368 loss_giou_dn: 0.391227 loss_class_aux_dn: 1.931181 loss_bbox_aux_dn: 0.620963 loss_giou_aux_dn: 2.250702 loss: 15.847373 eta: 43 days, 2:01:50 batch_cost: 1.0959 data_cost: 0.0076 ips: 7.2999 images/s
[08/10 03:02:34] ppdet.engine INFO: Epoch: [9] [28300/54024] learning_rate: 0.000100 loss_class: 0.699635 loss_bbox: 0.112467 loss_giou: 0.499574 loss_class_aux: 4.379003 loss_bbox_aux: 0.728815 loss_giou_aux: 3.094028 loss_class_dn: 0.362306 loss_bbox_dn: 0.100489 loss_giou_dn: 0.382641 loss_class_aux_dn: 1.940745 loss_bbox_aux_dn: 0.634131 loss_giou_aux_dn: 2.179370 loss: 15.602634 eta: 43 days, 2:00:59 batch_cost: 1.1366 data_cost: 0.0013 ips: 7.0386 images/s
[08/10 03:04:35] ppdet.engine INFO: Epoch: [9] [28400/54024] learning_rate: 0.000100 loss_class: 0.690967 loss_bbox: 0.108485 loss_giou: 0.506242 loss_class_aux: 4.253997 loss_bbox_aux: 0.716838 loss_giou_aux: 3.123909 loss_class_dn: 0.339786 loss_bbox_dn: 0.101733 loss_giou_dn: 0.381965 loss_class_aux_dn: 1.827687 loss_bbox_aux_dn: 0.647838 loss_giou_aux_dn: 2.161842 loss: 15.478043 eta: 43 days, 2:00:51 batch_cost: 1.1604 data_cost: 0.0013 ips: 6.8942 images/s
[08/10 03:06:26] ppdet.engine INFO: Epoch: [9] [28500/54024] learning_rate: 0.000100 loss_class: 0.724545 loss_bbox: 0.120411 loss_giou: 0.536968 loss_class_aux: 4.494429 loss_bbox_aux: 0.776260 loss_giou_aux: 3.376814 loss_class_dn: 0.356566 loss_bbox_dn: 0.110140 loss_giou_dn: 0.395049 loss_class_aux_dn: 1.896545 loss_bbox_aux_dn: 0.660664 loss_giou_aux_dn: 2.249099 loss: 15.644349 eta: 43 days, 1:57:51 batch_cost: 1.0635 data_cost: 0.0013 ips: 7.5221 images/s
[08/10 03:08:17] ppdet.engine INFO: Epoch: [9] [28600/54024] learning_rate: 0.000100 loss_class: 0.659973 loss_bbox: 0.105409 loss_giou: 0.463476 loss_class_aux: 4.074761 loss_bbox_aux: 0.681981 loss_giou_aux: 2.959122 loss_class_dn: 0.325362 loss_bbox_dn: 0.101720 loss_giou_dn: 0.356868 loss_class_aux_dn: 1.772281 loss_bbox_aux_dn: 0.616277 loss_giou_aux_dn: 2.044456 loss: 14.419338 eta: 43 days, 1:54:26 batch_cost: 1.0494 data_cost: 0.0013 ips: 7.6231 images/s
[08/10 03:10:06] ppdet.engine INFO: Epoch: [9] [28700/54024] learning_rate: 0.000100 loss_class: 0.686802 loss_bbox: 0.105944 loss_giou: 0.484226 loss_class_aux: 4.286156 loss_bbox_aux: 0.685324 loss_giou_aux: 3.014626 loss_class_dn: 0.349890 loss_bbox_dn: 0.101054 loss_giou_dn: 0.387190 loss_class_aux_dn: 1.874907 loss_bbox_aux_dn: 0.611298 loss_giou_aux_dn: 2.220185 loss: 15.375540 eta: 43 days, 1:50:52 batch_cost: 1.0442 data_cost: 0.0013 ips: 7.6612 images/s
[08/10 03:12:02] ppdet.engine INFO: Epoch: [9] [28800/54024] learning_rate: 0.000100 loss_class: 0.676248 loss_bbox: 0.102007 loss_giou: 0.469392 loss_class_aux: 4.159887 loss_bbox_aux: 0.660415 loss_giou_aux: 2.942409 loss_class_dn: 0.334231 loss_bbox_dn: 0.098346 loss_giou_dn: 0.371942 loss_class_aux_dn: 1.812578 loss_bbox_aux_dn: 0.586192 loss_giou_aux_dn: 2.138603 loss: 14.550058 eta: 43 days, 1:49:18 batch_cost: 1.1120 data_cost: 0.0013 ips: 7.1942 images/s
[08/10 03:13:56] ppdet.engine INFO: Epoch: [9] [28900/54024] learning_rate: 0.000100 loss_class: 0.680111 loss_bbox: 0.105059 loss_giou: 0.494869 loss_class_aux: 4.203522 loss_bbox_aux: 0.696144 loss_giou_aux: 3.105039 loss_class_dn: 0.340991 loss_bbox_dn: 0.100511 loss_giou_dn: 0.376704 loss_class_aux_dn: 1.884106 loss_bbox_aux_dn: 0.636674 loss_giou_aux_dn: 2.183559 loss: 15.251440 eta: 43 days, 1:47:03 batch_cost: 1.0889 data_cost: 0.0362 ips: 7.3468 images/s
[08/10 03:15:48] ppdet.engine INFO: Epoch: [9] [29000/54024] learning_rate: 0.000100 loss_class: 0.689985 loss_bbox: 0.110946 loss_giou: 0.503600 loss_class_aux: 4.319405 loss_bbox_aux: 0.704749 loss_giou_aux: 3.140639 loss_class_dn: 0.342979 loss_bbox_dn: 0.100444 loss_giou_dn: 0.373413 loss_class_aux_dn: 1.862357 loss_bbox_aux_dn: 0.608758 loss_giou_aux_dn: 2.133680 loss: 14.915192 eta: 43 days, 1:44:06 batch_cost: 1.0648 data_cost: 0.0013 ips: 7.5130 images/s
[08/10 03:17:46] ppdet.engine INFO: Epoch: [9] [29100/54024] learning_rate: 0.000100 loss_class: 0.675066 loss_bbox: 0.110897 loss_giou: 0.499999 loss_class_aux: 4.283968 loss_bbox_aux: 0.726359 loss_giou_aux: 3.122229 loss_class_dn: 0.353177 loss_bbox_dn: 0.102244 loss_giou_dn: 0.388948 loss_class_aux_dn: 1.895273 loss_bbox_aux_dn: 0.631944 loss_giou_aux_dn: 2.212584 loss: 15.524795 eta: 43 days, 1:43:04 batch_cost: 1.1304 data_cost: 0.0581 ips: 7.0773 images/s
[08/10 03:19:40] ppdet.engine INFO: Epoch: [9] [29200/54024] learning_rate: 0.000100 loss_class: 0.682554 loss_bbox: 0.102685 loss_giou: 0.499134 loss_class_aux: 4.225084 loss_bbox_aux: 0.671844 loss_giou_aux: 3.098426 loss_class_dn: 0.348236 loss_bbox_dn: 0.094000 loss_giou_dn: 0.378091 loss_class_aux_dn: 1.848902 loss_bbox_aux_dn: 0.581428 loss_giou_aux_dn: 2.166006 loss: 15.241851 eta: 43 days, 1:40:37 batch_cost: 1.0820 data_cost: 0.0013 ips: 7.3939 images/s
[08/10 03:21:32] ppdet.engine INFO: Epoch: [9] [29300/54024] learning_rate: 0.000100 loss_class: 0.679089 loss_bbox: 0.108788 loss_giou: 0.496609 loss_class_aux: 4.162925 loss_bbox_aux: 0.719770 loss_giou_aux: 3.103911 loss_class_dn: 0.342042 loss_bbox_dn: 0.099467 loss_giou_dn: 0.373916 loss_class_aux_dn: 1.839211 loss_bbox_aux_dn: 0.617575 loss_giou_aux_dn: 2.122391 loss: 14.824929 eta: 43 days, 1:37:58 batch_cost: 1.0751 data_cost: 0.0013 ips: 7.4409 images/s
[08/10 03:23:29] ppdet.engine INFO: Epoch: [9] [29400/54024] learning_rate: 0.000100 loss_class: 0.692318 loss_bbox: 0.101906 loss_giou: 0.493324 loss_class_aux: 4.247474 loss_bbox_aux: 0.669771 loss_giou_aux: 3.121849 loss_class_dn: 0.336314 loss_bbox_dn: 0.095851 loss_giou_dn: 0.361948 loss_class_aux_dn: 1.816315 loss_bbox_aux_dn: 0.604971 loss_giou_aux_dn: 2.091293 loss: 14.161103 eta: 43 days, 1:36:22 batch_cost: 1.1112 data_cost: 0.0082 ips: 7.1993 images/s
[08/10 03:25:23] ppdet.engine INFO: Epoch: [9] [29500/54024] learning_rate: 0.000100 loss_class: 0.660949 loss_bbox: 0.104235 loss_giou: 0.525825 loss_class_aux: 4.151871 loss_bbox_aux: 0.686333 loss_giou_aux: 3.186983 loss_class_dn: 0.346218 loss_bbox_dn: 0.091447 loss_giou_dn: 0.386147 loss_class_aux_dn: 1.862490 loss_bbox_aux_dn: 0.607580 loss_giou_aux_dn: 2.219565 loss: 15.208385 eta: 43 days, 1:34:11 batch_cost: 1.0907 data_cost: 0.0013 ips: 7.3350 images/s
[08/10 03:27:18] ppdet.engine INFO: Epoch: [9] [29600/54024] learning_rate: 0.000100 loss_class: 0.648350 loss_bbox: 0.107188 loss_giou: 0.522203 loss_class_aux: 4.103422 loss_bbox_aux: 0.685880 loss_giou_aux: 3.174712 loss_class_dn: 0.325609 loss_bbox_dn: 0.092925 loss_giou_dn: 0.371250 loss_class_aux_dn: 1.766623 loss_bbox_aux_dn: 0.592506 loss_giou_aux_dn: 2.100546 loss: 14.559508 eta: 43 days, 1:32:19 batch_cost: 1.1021 data_cost: 0.0418 ips: 7.2592 images/s
[08/10 03:29:11] ppdet.engine INFO: Epoch: [9] [29700/54024] learning_rate: 0.000100 loss_class: 0.697846 loss_bbox: 0.105302 loss_giou: 0.478197 loss_class_aux: 4.317819 loss_bbox_aux: 0.685732 loss_giou_aux: 3.004052 loss_class_dn: 0.343739 loss_bbox_dn: 0.098280 loss_giou_dn: 0.384789 loss_class_aux_dn: 1.845759 loss_bbox_aux_dn: 0.614824 loss_giou_aux_dn: 2.204183 loss: 15.125684 eta: 43 days, 1:29:35 batch_cost: 1.0723 data_cost: 0.0013 ips: 7.4609 images/s
[08/10 03:31:03] ppdet.engine INFO: Epoch: [9] [29800/54024] learning_rate: 0.000100 loss_class: 0.711673 loss_bbox: 0.108227 loss_giou: 0.539276 loss_class_aux: 4.456711 loss_bbox_aux: 0.724326 loss_giou_aux: 3.373552 loss_class_dn: 0.355102 loss_bbox_dn: 0.101845 loss_giou_dn: 0.406429 loss_class_aux_dn: 1.912874 loss_bbox_aux_dn: 0.640036 loss_giou_aux_dn: 2.299292 loss: 16.023159 eta: 43 days, 1:26:59 batch_cost: 1.0766 data_cost: 0.0066 ips: 7.4306 images/s
[08/10 03:32:54] ppdet.engine INFO: Epoch: [9] [29900/54024] learning_rate: 0.000100 loss_class: 0.709273 loss_bbox: 0.114469 loss_giou: 0.521253 loss_class_aux: 4.379899 loss_bbox_aux: 0.734422 loss_giou_aux: 3.251305 loss_class_dn: 0.352324 loss_bbox_dn: 0.106926 loss_giou_dn: 0.390844 loss_class_aux_dn: 1.907311 loss_bbox_aux_dn: 0.639560 loss_giou_aux_dn: 2.223894 loss: 15.562002 eta: 43 days, 1:23:32 batch_cost: 1.0479 data_cost: 0.0061 ips: 7.6345 images/s
[08/10 03:34:46] ppdet.engine INFO: Epoch: [9] [30000/54024] learning_rate: 0.000100 loss_class: 0.662584 loss_bbox: 0.099885 loss_giou: 0.444168 loss_class_aux: 4.093188 loss_bbox_aux: 0.644250 loss_giou_aux: 2.769198 loss_class_dn: 0.337621 loss_bbox_dn: 0.097405 loss_giou_dn: 0.346720 loss_class_aux_dn: 1.813230 loss_bbox_aux_dn: 0.597391 loss_giou_aux_dn: 1.997094 loss: 14.406888 eta: 43 days, 1:20:54 batch_cost: 1.0755 data_cost: 0.0020 ips: 7.4386 images/s
[08/10 03:36:45] ppdet.engine INFO: Epoch: [9] [30100/54024] learning_rate: 0.000100 loss_class: 0.694433 loss_bbox: 0.118519 loss_giou: 0.468800 loss_class_aux: 4.343006 loss_bbox_aux: 0.759729 loss_giou_aux: 2.929623 loss_class_dn: 0.356483 loss_bbox_dn: 0.112317 loss_giou_dn: 0.365631 loss_class_aux_dn: 1.910736 loss_bbox_aux_dn: 0.670747 loss_giou_aux_dn: 2.118733 loss: 14.458939 eta: 43 days, 1:20:06 batch_cost: 1.1381 data_cost: 0.0013 ips: 7.0290 images/s
[08/10 03:38:37] ppdet.engine INFO: Epoch: [9] [30200/54024] learning_rate: 0.000100 loss_class: 0.670485 loss_bbox: 0.115363 loss_giou: 0.502707 loss_class_aux: 4.171954 loss_bbox_aux: 0.720335 loss_giou_aux: 3.132150 loss_class_dn: 0.341712 loss_bbox_dn: 0.100711 loss_giou_dn: 0.385876 loss_class_aux_dn: 1.835906 loss_bbox_aux_dn: 0.634851 loss_giou_aux_dn: 2.198058 loss: 15.151821 eta: 43 days, 1:17:17 batch_cost: 1.0692 data_cost: 0.0013 ips: 7.4822 images/s
[08/10 03:40:29] ppdet.engine INFO: Epoch: [9] [30300/54024] learning_rate: 0.000100 loss_class: 0.691981 loss_bbox: 0.106322 loss_giou: 0.485713 loss_class_aux: 4.298357 loss_bbox_aux: 0.714452 loss_giou_aux: 3.017427 loss_class_dn: 0.334551 loss_bbox_dn: 0.103199 loss_giou_dn: 0.370942 loss_class_aux_dn: 1.805825 loss_bbox_aux_dn: 0.632926 loss_giou_aux_dn: 2.116180 loss: 14.522829 eta: 43 days, 1:14:30 batch_cost: 1.0706 data_cost: 0.0013 ips: 7.4721 images/s
[08/10 03:42:23] ppdet.engine INFO: Epoch: [9] [30400/54024] learning_rate: 0.000100 loss_class: 0.667684 loss_bbox: 0.110329 loss_giou: 0.497657 loss_class_aux: 4.190116 loss_bbox_aux: 0.709991 loss_giou_aux: 3.128854 loss_class_dn: 0.347545 loss_bbox_dn: 0.100400 loss_giou_dn: 0.378292 loss_class_aux_dn: 1.876511 loss_bbox_aux_dn: 0.609358 loss_giou_aux_dn: 2.196639 loss: 15.421881 eta: 43 days, 1:12:12 batch_cost: 1.0871 data_cost: 0.0013 ips: 7.3593 images/s
[08/10 03:44:18] ppdet.engine INFO: Epoch: [9] [30500/54024] learning_rate: 0.000100 loss_class: 0.696564 loss_bbox: 0.112279 loss_giou: 0.532195 loss_class_aux: 4.337470 loss_bbox_aux: 0.727091 loss_giou_aux: 3.344731 loss_class_dn: 0.364384 loss_bbox_dn: 0.103226 loss_giou_dn: 0.410546 loss_class_aux_dn: 1.947473 loss_bbox_aux_dn: 0.619949 loss_giou_aux_dn: 2.372014 loss: 15.625946 eta: 43 days, 1:10:16 batch_cost: 1.0991 data_cost: 0.0013 ips: 7.2787 images/s
[08/10 03:46:17] ppdet.engine INFO: Epoch: [9] [30600/54024] learning_rate: 0.000100 loss_class: 0.691623 loss_bbox: 0.104458 loss_giou: 0.494750 loss_class_aux: 4.272962 loss_bbox_aux: 0.692264 loss_giou_aux: 3.095969 loss_class_dn: 0.341693 loss_bbox_dn: 0.095000 loss_giou_dn: 0.372296 loss_class_aux_dn: 1.847860 loss_bbox_aux_dn: 0.578733 loss_giou_aux_dn: 2.159595 loss: 14.611576 eta: 43 days, 1:09:27 batch_cost: 1.1379 data_cost: 0.0012 ips: 7.0305 images/s
[08/10 03:48:15] ppdet.engine INFO: Epoch: [9] [30700/54024] learning_rate: 0.000100 loss_class: 0.706917 loss_bbox: 0.107454 loss_giou: 0.538082 loss_class_aux: 4.353578 loss_bbox_aux: 0.702180 loss_giou_aux: 3.289562 loss_class_dn: 0.348461 loss_bbox_dn: 0.100790 loss_giou_dn: 0.395475 loss_class_aux_dn: 1.882847 loss_bbox_aux_dn: 0.619775 loss_giou_aux_dn: 2.229951 loss: 15.624818 eta: 43 days, 1:08:23 batch_cost: 1.1292 data_cost: 0.0013 ips: 7.0846 images/s
[08/10 03:50:08] ppdet.engine INFO: Epoch: [9] [30800/54024] learning_rate: 0.000100 loss_class: 0.731818 loss_bbox: 0.107691 loss_giou: 0.493536 loss_class_aux: 4.521069 loss_bbox_aux: 0.705344 loss_giou_aux: 3.066673 loss_class_dn: 0.343145 loss_bbox_dn: 0.103638 loss_giou_dn: 0.374785 loss_class_aux_dn: 1.889889 loss_bbox_aux_dn: 0.637311 loss_giou_aux_dn: 2.148531 loss: 15.015516 eta: 43 days, 1:05:50 batch_cost: 1.0779 data_cost: 0.0013 ips: 7.4218 images/s
[08/10 03:52:02] ppdet.engine INFO: Epoch: [9] [30900/54024] learning_rate: 0.000100 loss_class: 0.693185 loss_bbox: 0.103372 loss_giou: 0.487815 loss_class_aux: 4.297771 loss_bbox_aux: 0.681081 loss_giou_aux: 3.012734 loss_class_dn: 0.336748 loss_bbox_dn: 0.101516 loss_giou_dn: 0.357630 loss_class_aux_dn: 1.830706 loss_bbox_aux_dn: 0.619281 loss_giou_aux_dn: 2.101663 loss: 15.064164 eta: 43 days, 1:03:25 batch_cost: 1.0833 data_cost: 0.0204 ips: 7.3851 images/s
[08/10 03:53:56] ppdet.engine INFO: Epoch: [9] [31000/54024] learning_rate: 0.000100 loss_class: 0.651926 loss_bbox: 0.109892 loss_giou: 0.511613 loss_class_aux: 3.979889 loss_bbox_aux: 0.709233 loss_giou_aux: 3.134276 loss_class_dn: 0.344969 loss_bbox_dn: 0.098346 loss_giou_dn: 0.372892 loss_class_aux_dn: 1.862606 loss_bbox_aux_dn: 0.613281 loss_giou_aux_dn: 2.147808 loss: 15.085050 eta: 43 days, 1:01:04 batch_cost: 1.0852 data_cost: 0.0013 ips: 7.3721 images/s
[08/10 03:55:46] ppdet.engine INFO: Epoch: [9] [31100/54024] learning_rate: 0.000100 loss_class: 0.671165 loss_bbox: 0.111358 loss_giou: 0.507435 loss_class_aux: 4.088261 loss_bbox_aux: 0.711149 loss_giou_aux: 3.218246 loss_class_dn: 0.345605 loss_bbox_dn: 0.099106 loss_giou_dn: 0.412075 loss_class_aux_dn: 1.850756 loss_bbox_aux_dn: 0.606070 loss_giou_aux_dn: 2.322654 loss: 15.420745 eta: 43 days, 0:57:41 batch_cost: 1.0495 data_cost: 0.0013 ips: 7.6225 images/s
[08/10 03:57:39] ppdet.engine INFO: Epoch: [9] [31200/54024] learning_rate: 0.000100 loss_class: 0.754986 loss_bbox: 0.114057 loss_giou: 0.529570 loss_class_aux: 4.649167 loss_bbox_aux: 0.737903 loss_giou_aux: 3.236826 loss_class_dn: 0.371628 loss_bbox_dn: 0.103046 loss_giou_dn: 0.394157 loss_class_aux_dn: 1.989726 loss_bbox_aux_dn: 0.617676 loss_giou_aux_dn: 2.232719 loss: 15.638841 eta: 43 days, 0:55:05 batch_cost: 1.0761 data_cost: 0.0012 ips: 7.4344 images/s
[08/10 03:59:29] ppdet.engine INFO: Epoch: [9] [31300/54024] learning_rate: 0.000100 loss_class: 0.691528 loss_bbox: 0.107668 loss_giou: 0.434081 loss_class_aux: 4.325287 loss_bbox_aux: 0.711853 loss_giou_aux: 2.709119 loss_class_dn: 0.346268 loss_bbox_dn: 0.107215 loss_giou_dn: 0.342808 loss_class_aux_dn: 1.908028 loss_bbox_aux_dn: 0.668621 loss_giou_aux_dn: 1.995235 loss: 14.883428 eta: 43 days, 0:51:44 batch_cost: 1.0505 data_cost: 0.0022 ips: 7.6151 images/s
[08/10 04:01:21] ppdet.engine INFO: Epoch: [9] [31400/54024] learning_rate: 0.000100 loss_class: 0.697376 loss_bbox: 0.104187 loss_giou: 0.487939 loss_class_aux: 4.319520 loss_bbox_aux: 0.670047 loss_giou_aux: 3.056280 loss_class_dn: 0.338754 loss_bbox_dn: 0.094727 loss_giou_dn: 0.371189 loss_class_aux_dn: 1.838759 loss_bbox_aux_dn: 0.596131 loss_giou_aux_dn: 2.144164 loss: 14.675495 eta: 43 days, 0:48:58 batch_cost: 1.0710 data_cost: 0.0264 ips: 7.4694 images/s
[08/10 04:03:14] ppdet.engine INFO: Epoch: [9] [31500/54024] learning_rate: 0.000100 loss_class: 0.700974 loss_bbox: 0.111645 loss_giou: 0.498188 loss_class_aux: 4.337999 loss_bbox_aux: 0.726694 loss_giou_aux: 3.119585 loss_class_dn: 0.361002 loss_bbox_dn: 0.098284 loss_giou_dn: 0.375547 loss_class_aux_dn: 1.954722 loss_bbox_aux_dn: 0.617009 loss_giou_aux_dn: 2.161231 loss: 15.507347 eta: 43 days, 0:46:33 batch_cost: 1.0825 data_cost: 0.0013 ips: 7.3904 images/s
[08/10 04:05:05] ppdet.engine INFO: Epoch: [9] [31600/54024] learning_rate: 0.000100 loss_class: 0.694996 loss_bbox: 0.109544 loss_giou: 0.504937 loss_class_aux: 4.388102 loss_bbox_aux: 0.712026 loss_giou_aux: 3.176232 loss_class_dn: 0.360852 loss_bbox_dn: 0.105502 loss_giou_dn: 0.393637 loss_class_aux_dn: 1.927289 loss_bbox_aux_dn: 0.629252 loss_giou_aux_dn: 2.246074 loss: 15.679606 eta: 43 days, 0:43:13 batch_cost: 1.0514 data_cost: 0.0013 ips: 7.6089 images/s
[08/10 04:06:59] ppdet.engine INFO: Epoch: [9] [31700/54024] learning_rate: 0.000100 loss_class: 0.692945 loss_bbox: 0.105923 loss_giou: 0.522087 loss_class_aux: 4.330261 loss_bbox_aux: 0.698027 loss_giou_aux: 3.216107 loss_class_dn: 0.340606 loss_bbox_dn: 0.099776 loss_giou_dn: 0.383927 loss_class_aux_dn: 1.849065 loss_bbox_aux_dn: 0.625673 loss_giou_aux_dn: 2.175646 loss: 15.190839 eta: 43 days, 0:41:10 batch_cost: 1.0951 data_cost: 0.0013 ips: 7.3050 images/s
[08/10 04:08:51] ppdet.engine INFO: Epoch: [9] [31800/54024] learning_rate: 0.000100 loss_class: 0.700173 loss_bbox: 0.105932 loss_giou: 0.494326 loss_class_aux: 4.364921 loss_bbox_aux: 0.687532 loss_giou_aux: 3.058555 loss_class_dn: 0.361087 loss_bbox_dn: 0.098118 loss_giou_dn: 0.399458 loss_class_aux_dn: 1.952027 loss_bbox_aux_dn: 0.615058 loss_giou_aux_dn: 2.281756 loss: 16.114239 eta: 43 days, 0:38:19 batch_cost: 1.0677 data_cost: 0.0013 ips: 7.4928 images/s
[08/10 04:10:48] ppdet.engine INFO: Epoch: [9] [31900/54024] learning_rate: 0.000100 loss_class: 0.715663 loss_bbox: 0.106843 loss_giou: 0.467928 loss_class_aux: 4.454056 loss_bbox_aux: 0.699097 loss_giou_aux: 2.933815 loss_class_dn: 0.343883 loss_bbox_dn: 0.102438 loss_giou_dn: 0.355617 loss_class_aux_dn: 1.876895 loss_bbox_aux_dn: 0.651556 loss_giou_aux_dn: 2.037530 loss: 14.684149 eta: 43 days, 0:37:04 batch_cost: 1.1224 data_cost: 0.0012 ips: 7.1276 images/s
[08/10 04:12:41] ppdet.engine INFO: Epoch: [9] [32000/54024] learning_rate: 0.000100 loss_class: 0.668126 loss_bbox: 0.106959 loss_giou: 0.479510 loss_class_aux: 4.126029 loss_bbox_aux: 0.686951 loss_giou_aux: 2.997663 loss_class_dn: 0.339657 loss_bbox_dn: 0.096359 loss_giou_dn: 0.364791 loss_class_aux_dn: 1.871754 loss_bbox_aux_dn: 0.610475 loss_giou_aux_dn: 2.097586 loss: 15.331835 eta: 43 days, 0:34:18 batch_cost: 1.0705 data_cost: 0.0013 ips: 7.4733 images/s
[08/10 04:14:34] ppdet.engine INFO: Epoch: [9] [32100/54024] learning_rate: 0.000100 loss_class: 0.727848 loss_bbox: 0.113663 loss_giou: 0.470090 loss_class_aux: 4.536602 loss_bbox_aux: 0.724248 loss_giou_aux: 2.942477 loss_class_dn: 0.346969 loss_bbox_dn: 0.103370 loss_giou_dn: 0.371787 loss_class_aux_dn: 1.887613 loss_bbox_aux_dn: 0.621239 loss_giou_aux_dn: 2.155329 loss: 14.983651 eta: 43 days, 0:31:55 batch_cost: 1.0841 data_cost: 0.0013 ips: 7.3795 images/s
[08/10 04:16:27] ppdet.engine INFO: Epoch: [9] [32200/54024] learning_rate: 0.000100 loss_class: 0.696172 loss_bbox: 0.113119 loss_giou: 0.467639 loss_class_aux: 4.343232 loss_bbox_aux: 0.742812 loss_giou_aux: 2.950357 loss_class_dn: 0.338509 loss_bbox_dn: 0.099113 loss_giou_dn: 0.350643 loss_class_aux_dn: 1.866756 loss_bbox_aux_dn: 0.618319 loss_giou_aux_dn: 2.028783 loss: 14.613205 eta: 43 days, 0:29:18 batch_cost: 1.0757 data_cost: 0.0013 ips: 7.4370 images/s
[08/10 04:18:40] ppdet.engine INFO: Epoch: [9] [32300/54024] learning_rate: 0.000100 loss_class: 0.667742 loss_bbox: 0.109920 loss_giou: 0.557709 loss_class_aux: 4.147665 loss_bbox_aux: 0.731901 loss_giou_aux: 3.436756 loss_class_dn: 0.357635 loss_bbox_dn: 0.100393 loss_giou_dn: 0.413398 loss_class_aux_dn: 1.896967 loss_bbox_aux_dn: 0.604918 loss_giou_aux_dn: 2.351617 loss: 15.945421 eta: 43 days, 0:32:35 batch_cost: 1.2793 data_cost: 0.1753 ips: 6.2533 images/s
[08/10 04:20:31] ppdet.engine INFO: Epoch: [9] [32400/54024] learning_rate: 0.000100 loss_class: 0.718503 loss_bbox: 0.107110 loss_giou: 0.491037 loss_class_aux: 4.486284 loss_bbox_aux: 0.686761 loss_giou_aux: 3.014221 loss_class_dn: 0.356962 loss_bbox_dn: 0.096489 loss_giou_dn: 0.376050 loss_class_aux_dn: 1.933820 loss_bbox_aux_dn: 0.578585 loss_giou_aux_dn: 2.127663 loss: 15.493335 eta: 43 days, 0:29:25 batch_cost: 1.0569 data_cost: 0.0013 ips: 7.5695 images/s
[08/10 04:22:23] ppdet.engine INFO: Epoch: [9] [32500/54024] learning_rate: 0.000100 loss_class: 0.709582 loss_bbox: 0.108066 loss_giou: 0.485950 loss_class_aux: 4.361463 loss_bbox_aux: 0.695103 loss_giou_aux: 3.048072 loss_class_dn: 0.340985 loss_bbox_dn: 0.095179 loss_giou_dn: 0.375243 loss_class_aux_dn: 1.857219 loss_bbox_aux_dn: 0.607710 loss_giou_aux_dn: 2.159484 loss: 14.841299 eta: 43 days, 0:26:41 batch_cost: 1.0716 data_cost: 0.0013 ips: 7.4653 images/s
[08/10 04:24:27] ppdet.engine INFO: Epoch: [9] [32600/54024] learning_rate: 0.000100 loss_class: 0.687286 loss_bbox: 0.102486 loss_giou: 0.495495 loss_class_aux: 4.291222 loss_bbox_aux: 0.693003 loss_giou_aux: 3.075364 loss_class_dn: 0.344753 loss_bbox_dn: 0.105715 loss_giou_dn: 0.388517 loss_class_aux_dn: 1.889384 loss_bbox_aux_dn: 0.653929 loss_giou_aux_dn: 2.185053 loss: 14.851985 eta: 43 days, 0:27:31 batch_cost: 1.1950 data_cost: 0.0013 ips: 6.6948 images/s
[08/10 04:26:25] ppdet.engine INFO: Epoch: [9] [32700/54024] learning_rate: 0.000100 loss_class: 0.705676 loss_bbox: 0.110360 loss_giou: 0.476562 loss_class_aux: 4.346687 loss_bbox_aux: 0.698746 loss_giou_aux: 3.019651 loss_class_dn: 0.340131 loss_bbox_dn: 0.102087 loss_giou_dn: 0.389664 loss_class_aux_dn: 1.843429 loss_bbox_aux_dn: 0.614754 loss_giou_aux_dn: 2.218240 loss: 15.193848 eta: 43 days, 0:26:12 batch_cost: 1.1209 data_cost: 0.0012 ips: 7.1369 images/s
[08/10 04:28:19] ppdet.engine INFO: Epoch: [9] [32800/54024] learning_rate: 0.000100 loss_class: 0.706896 loss_bbox: 0.111458 loss_giou: 0.481856 loss_class_aux: 4.378886 loss_bbox_aux: 0.716132 loss_giou_aux: 2.988439 loss_class_dn: 0.344629 loss_bbox_dn: 0.104848 loss_giou_dn: 0.378643 loss_class_aux_dn: 1.877869 loss_bbox_aux_dn: 0.637987 loss_giou_aux_dn: 2.144331 loss: 14.812616 eta: 43 days, 0:24:10 batch_cost: 1.0956 data_cost: 0.0012 ips: 7.3021 images/s
[08/10 04:30:12] ppdet.engine INFO: Epoch: [9] [32900/54024] learning_rate: 0.000100 loss_class: 0.725471 loss_bbox: 0.109269 loss_giou: 0.507084 loss_class_aux: 4.392681 loss_bbox_aux: 0.691021 loss_giou_aux: 3.191111 loss_class_dn: 0.353846 loss_bbox_dn: 0.099608 loss_giou_dn: 0.391908 loss_class_aux_dn: 1.907582 loss_bbox_aux_dn: 0.614178 loss_giou_aux_dn: 2.230188 loss: 15.487411 eta: 43 days, 0:21:40 batch_cost: 1.0794 data_cost: 0.0014 ips: 7.4118 images/s
[08/10 04:32:03] ppdet.engine INFO: Epoch: [9] [33000/54024] learning_rate: 0.000100 loss_class: 0.705051 loss_bbox: 0.110751 loss_giou: 0.498320 loss_class_aux: 4.291376 loss_bbox_aux: 0.747595 loss_giou_aux: 3.104214 loss_class_dn: 0.351642 loss_bbox_dn: 0.108470 loss_giou_dn: 0.369410 loss_class_aux_dn: 1.888684 loss_bbox_aux_dn: 0.663797 loss_giou_aux_dn: 2.127313 loss: 15.035931 eta: 43 days, 0:18:27 batch_cost: 1.0548 data_cost: 0.0012 ips: 7.5842 images/s
[08/10 04:33:50] ppdet.engine INFO: Epoch: [9] [33100/54024] learning_rate: 0.000100 loss_class: 0.693173 loss_bbox: 0.109519 loss_giou: 0.531638 loss_class_aux: 4.320504 loss_bbox_aux: 0.707858 loss_giou_aux: 3.239126 loss_class_dn: 0.366547 loss_bbox_dn: 0.098793 loss_giou_dn: 0.398444 loss_class_aux_dn: 1.961616 loss_bbox_aux_dn: 0.608488 loss_giou_aux_dn: 2.278740 loss: 15.990944 eta: 43 days, 0:14:20 batch_cost: 1.0236 data_cost: 0.0012 ips: 7.8158 images/s
[08/10 04:35:38] ppdet.engine INFO: Epoch: [9] [33200/54024] learning_rate: 0.000100 loss_class: 0.682050 loss_bbox: 0.111119 loss_giou: 0.522062 loss_class_aux: 4.237319 loss_bbox_aux: 0.716031 loss_giou_aux: 3.265131 loss_class_dn: 0.350979 loss_bbox_dn: 0.100335 loss_giou_dn: 0.388310 loss_class_aux_dn: 1.895139 loss_bbox_aux_dn: 0.619885 loss_giou_aux_dn: 2.204908 loss: 14.935477 eta: 43 days, 0:10:23 batch_cost: 1.0293 data_cost: 0.0016 ips: 7.7725 images/s
[08/10 04:37:38] ppdet.engine INFO: Epoch: [9] [33300/54024] learning_rate: 0.000100 loss_class: 0.692511 loss_bbox: 0.109474 loss_giou: 0.534554 loss_class_aux: 4.358085 loss_bbox_aux: 0.725859 loss_giou_aux: 3.321338 loss_class_dn: 0.341852 loss_bbox_dn: 0.102736 loss_giou_dn: 0.402737 loss_class_aux_dn: 1.865501 loss_bbox_aux_dn: 0.619421 loss_giou_aux_dn: 2.275653 loss: 15.325388 eta: 43 days, 0:09:50 batch_cost: 1.1469 data_cost: 0.0014 ips: 6.9753 images/s
[08/10 04:39:30] ppdet.engine INFO: Epoch: [9] [33400/54024] learning_rate: 0.000100 loss_class: 0.680521 loss_bbox: 0.111453 loss_giou: 0.484512 loss_class_aux: 4.114145 loss_bbox_aux: 0.712039 loss_giou_aux: 3.031053 loss_class_dn: 0.348235 loss_bbox_dn: 0.106265 loss_giou_dn: 0.360427 loss_class_aux_dn: 1.850039 loss_bbox_aux_dn: 0.646006 loss_giou_aux_dn: 2.047225 loss: 14.943348 eta: 43 days, 0:07:07 batch_cost: 1.0724 data_cost: 0.0013 ips: 7.4600 images/s
[08/10 04:41:23] ppdet.engine INFO: Epoch: [9] [33500/54024] learning_rate: 0.000100 loss_class: 0.731909 loss_bbox: 0.113690 loss_giou: 0.598033 loss_class_aux: 4.493923 loss_bbox_aux: 0.734071 loss_giou_aux: 3.760934 loss_class_dn: 0.387644 loss_bbox_dn: 0.103200 loss_giou_dn: 0.437077 loss_class_aux_dn: 2.108410 loss_bbox_aux_dn: 0.634208 loss_giou_aux_dn: 2.484477 loss: 17.006936 eta: 43 days, 0:04:28 batch_cost: 1.0742 data_cost: 0.0013 ips: 7.4476 images/s
[08/10 04:43:12] ppdet.engine INFO: Epoch: [9] [33600/54024] learning_rate: 0.000100 loss_class: 0.689532 loss_bbox: 0.104782 loss_giou: 0.488562 loss_class_aux: 4.270717 loss_bbox_aux: 0.718240 loss_giou_aux: 3.034584 loss_class_dn: 0.343070 loss_bbox_dn: 0.101127 loss_giou_dn: 0.373829 loss_class_aux_dn: 1.853047 loss_bbox_aux_dn: 0.631741 loss_giou_aux_dn: 2.097182 loss: 14.899883 eta: 43 days, 0:00:47 batch_cost: 1.0380 data_cost: 0.0076 ips: 7.7069 images/s
[08/10 04:45:03] ppdet.engine INFO: Epoch: [9] [33700/54024] learning_rate: 0.000100 loss_class: 0.677481 loss_bbox: 0.109470 loss_giou: 0.501258 loss_class_aux: 4.152848 loss_bbox_aux: 0.694454 loss_giou_aux: 3.126993 loss_class_dn: 0.334657 loss_bbox_dn: 0.097845 loss_giou_dn: 0.367538 loss_class_aux_dn: 1.793567 loss_bbox_aux_dn: 0.625295 loss_giou_aux_dn: 2.110145 loss: 14.744617 eta: 42 days, 23:57:49 batch_cost: 1.0631 data_cost: 0.0014 ips: 7.5251 images/s
[08/10 04:46:54] ppdet.engine INFO: Epoch: [9] [33800/54024] learning_rate: 0.000100 loss_class: 0.643993 loss_bbox: 0.104562 loss_giou: 0.474091 loss_class_aux: 4.031272 loss_bbox_aux: 0.706389 loss_giou_aux: 2.969985 loss_class_dn: 0.337312 loss_bbox_dn: 0.097563 loss_giou_dn: 0.362404 loss_class_aux_dn: 1.817042 loss_bbox_aux_dn: 0.603617 loss_giou_aux_dn: 2.063256 loss: 14.596162 eta: 42 days, 23:54:39 batch_cost: 1.0559 data_cost: 0.0012 ips: 7.5766 images/s
[08/10 04:48:50] ppdet.engine INFO: Epoch: [9] [33900/54024] learning_rate: 0.000100 loss_class: 0.705519 loss_bbox: 0.102025 loss_giou: 0.496617 loss_class_aux: 4.275566 loss_bbox_aux: 0.675790 loss_giou_aux: 3.133413 loss_class_dn: 0.355050 loss_bbox_dn: 0.099664 loss_giou_dn: 0.388344 loss_class_aux_dn: 1.895770 loss_bbox_aux_dn: 0.621937 loss_giou_aux_dn: 2.255799 loss: 15.180865 eta: 42 days, 23:53:11 batch_cost: 1.1156 data_cost: 0.0013 ips: 7.1712 images/s
[08/10 04:50:49] ppdet.engine INFO: Epoch: [9] [34000/54024] learning_rate: 0.000100 loss_class: 0.673846 loss_bbox: 0.116806 loss_giou: 0.478451 loss_class_aux: 4.207289 loss_bbox_aux: 0.732007 loss_giou_aux: 3.037628 loss_class_dn: 0.349680 loss_bbox_dn: 0.103389 loss_giou_dn: 0.362352 loss_class_aux_dn: 1.895985 loss_bbox_aux_dn: 0.645172 loss_giou_aux_dn: 2.116460 loss: 15.093020 eta: 42 days, 23:52:21 batch_cost: 1.1378 data_cost: 0.0120 ips: 7.0314 images/s
[08/10 04:52:46] ppdet.engine INFO: Epoch: [9] [34100/54024] learning_rate: 0.000100 loss_class: 0.703968 loss_bbox: 0.110192 loss_giou: 0.485044 loss_class_aux: 4.373190 loss_bbox_aux: 0.723794 loss_giou_aux: 3.007846 loss_class_dn: 0.337862 loss_bbox_dn: 0.108966 loss_giou_dn: 0.374434 loss_class_aux_dn: 1.806048 loss_bbox_aux_dn: 0.667745 loss_giou_aux_dn: 2.162520 loss: 15.369909 eta: 42 days, 23:51:04 batch_cost: 1.1219 data_cost: 0.0012 ips: 7.1309 images/s
[08/10 04:54:45] ppdet.engine INFO: Epoch: [9] [34200/54024] learning_rate: 0.000100 loss_class: 0.699695 loss_bbox: 0.106448 loss_giou: 0.479010 loss_class_aux: 4.322514 loss_bbox_aux: 0.701338 loss_giou_aux: 2.999879 loss_class_dn: 0.354010 loss_bbox_dn: 0.099976 loss_giou_dn: 0.375212 loss_class_aux_dn: 1.922266 loss_bbox_aux_dn: 0.620169 loss_giou_aux_dn: 2.152516 loss: 15.435697 eta: 42 days, 23:50:15 batch_cost: 1.1376 data_cost: 0.0013 ips: 7.0321 images/s
[08/10 04:56:49] ppdet.engine INFO: Epoch: [9] [34300/54024] learning_rate: 0.000100 loss_class: 0.678670 loss_bbox: 0.104062 loss_giou: 0.478234 loss_class_aux: 4.226434 loss_bbox_aux: 0.685309 loss_giou_aux: 2.929207 loss_class_dn: 0.347332 loss_bbox_dn: 0.106248 loss_giou_dn: 0.370216 loss_class_aux_dn: 1.881097 loss_bbox_aux_dn: 0.641851 loss_giou_aux_dn: 2.092733 loss: 14.518737 eta: 42 days, 23:50:50 batch_cost: 1.1872 data_cost: 0.0013 ips: 6.7387 images/s
[08/10 04:58:39] ppdet.engine INFO: Epoch: [9] [34400/54024] learning_rate: 0.000100 loss_class: 0.670638 loss_bbox: 0.111395 loss_giou: 0.485390 loss_class_aux: 4.211962 loss_bbox_aux: 0.716874 loss_giou_aux: 3.055979 loss_class_dn: 0.343780 loss_bbox_dn: 0.094630 loss_giou_dn: 0.363214 loss_class_aux_dn: 1.862014 loss_bbox_aux_dn: 0.593690 loss_giou_aux_dn: 2.073818 loss: 14.672995 eta: 42 days, 23:47:31 batch_cost: 1.0509 data_cost: 0.0015 ips: 7.6122 images/s
[08/10 05:00:45] ppdet.engine INFO: Epoch: [9] [34500/54024] learning_rate: 0.000100 loss_class: 0.691654 loss_bbox: 0.107565 loss_giou: 0.493563 loss_class_aux: 4.196274 loss_bbox_aux: 0.696713 loss_giou_aux: 3.095666 loss_class_dn: 0.348013 loss_bbox_dn: 0.097934 loss_giou_dn: 0.360551 loss_class_aux_dn: 1.885544 loss_bbox_aux_dn: 0.614113 loss_giou_aux_dn: 2.087899 loss: 14.564990 eta: 42 days, 23:48:38 batch_cost: 1.2059 data_cost: 0.0012 ips: 6.6343 images/s
[08/10 05:02:45] ppdet.engine INFO: Epoch: [9] [34600/54024] learning_rate: 0.000100 loss_class: 0.705500 loss_bbox: 0.105039 loss_giou: 0.480572 loss_class_aux: 4.365367 loss_bbox_aux: 0.684499 loss_giou_aux: 2.989444 loss_class_dn: 0.357130 loss_bbox_dn: 0.101682 loss_giou_dn: 0.385356 loss_class_aux_dn: 1.921908 loss_bbox_aux_dn: 0.625692 loss_giou_aux_dn: 2.190830 loss: 15.558096 eta: 42 days, 23:48:09 batch_cost: 1.1501 data_cost: 0.0012 ips: 6.9561 images/s
[08/10 05:04:37] ppdet.engine INFO: Epoch: [9] [34700/54024] learning_rate: 0.000100 loss_class: 0.680642 loss_bbox: 0.105625 loss_giou: 0.467631 loss_class_aux: 4.148894 loss_bbox_aux: 0.703509 loss_giou_aux: 2.986751 loss_class_dn: 0.327359 loss_bbox_dn: 0.093269 loss_giou_dn: 0.348229 loss_class_aux_dn: 1.789720 loss_bbox_aux_dn: 0.601681 loss_giou_aux_dn: 1.995162 loss: 14.485294 eta: 42 days, 23:45:18 batch_cost: 1.0671 data_cost: 0.0012 ips: 7.4972 images/s
[08/10 05:06:30] ppdet.engine INFO: Epoch: [9] [34800/54024] learning_rate: 0.000100 loss_class: 0.720197 loss_bbox: 0.117564 loss_giou: 0.499144 loss_class_aux: 4.529146 loss_bbox_aux: 0.757971 loss_giou_aux: 3.080448 loss_class_dn: 0.348611 loss_bbox_dn: 0.110849 loss_giou_dn: 0.389558 loss_class_aux_dn: 1.881815 loss_bbox_aux_dn: 0.681655 loss_giou_aux_dn: 2.226352 loss: 15.572887 eta: 42 days, 23:42:59 batch_cost: 1.0856 data_cost: 0.0012 ips: 7.3691 images/s
[08/10 05:08:27] ppdet.engine INFO: Epoch: [9] [34900/54024] learning_rate: 0.000100 loss_class: 0.697332 loss_bbox: 0.106630 loss_giou: 0.540440 loss_class_aux: 4.301928 loss_bbox_aux: 0.694163 loss_giou_aux: 3.380453 loss_class_dn: 0.354181 loss_bbox_dn: 0.096351 loss_giou_dn: 0.408567 loss_class_aux_dn: 1.921066 loss_bbox_aux_dn: 0.592588 loss_giou_aux_dn: 2.333300 loss: 15.492126 eta: 42 days, 23:41:37 batch_cost: 1.1191 data_cost: 0.0012 ips: 7.1489 images/s
[08/10 05:10:21] ppdet.engine INFO: Epoch: [9] [35000/54024] learning_rate: 0.000100 loss_class: 0.655521 loss_bbox: 0.100342 loss_giou: 0.461551 loss_class_aux: 4.088866 loss_bbox_aux: 0.677491 loss_giou_aux: 2.870291 loss_class_dn: 0.329321 loss_bbox_dn: 0.094450 loss_giou_dn: 0.350070 loss_class_aux_dn: 1.809482 loss_bbox_aux_dn: 0.591637 loss_giou_aux_dn: 2.024536 loss: 14.183902 eta: 42 days, 23:39:25 batch_cost: 1.0902 data_cost: 0.0027 ips: 7.3378 images/s
[08/10 05:12:14] ppdet.engine INFO: Epoch: [9] [35100/54024] learning_rate: 0.000100 loss_class: 0.694360 loss_bbox: 0.108873 loss_giou: 0.490572 loss_class_aux: 4.264897 loss_bbox_aux: 0.687593 loss_giou_aux: 3.091181 loss_class_dn: 0.339873 loss_bbox_dn: 0.098629 loss_giou_dn: 0.371686 loss_class_aux_dn: 1.830669 loss_bbox_aux_dn: 0.606622 loss_giou_aux_dn: 2.115873 loss: 14.544955 eta: 42 days, 23:36:46 batch_cost: 1.0738 data_cost: 0.0013 ips: 7.4505 images/s
[08/10 05:14:13] ppdet.engine INFO: Epoch: [9] [35200/54024] learning_rate: 0.000100 loss_class: 0.652083 loss_bbox: 0.103240 loss_giou: 0.486605 loss_class_aux: 4.053735 loss_bbox_aux: 0.670670 loss_giou_aux: 3.035482 loss_class_dn: 0.334694 loss_bbox_dn: 0.094076 loss_giou_dn: 0.367316 loss_class_aux_dn: 1.788630 loss_bbox_aux_dn: 0.591260 loss_giou_aux_dn: 2.087850 loss: 14.566898 eta: 42 days, 23:35:57 batch_cost: 1.1386 data_cost: 0.0013 ips: 7.0264 images/s
[08/10 05:16:03] ppdet.engine INFO: Epoch: [9] [35300/54024] learning_rate: 0.000100 loss_class: 0.686780 loss_bbox: 0.117993 loss_giou: 0.484937 loss_class_aux: 4.280630 loss_bbox_aux: 0.740491 loss_giou_aux: 2.987052 loss_class_dn: 0.331172 loss_bbox_dn: 0.107879 loss_giou_dn: 0.352501 loss_class_aux_dn: 1.811547 loss_bbox_aux_dn: 0.665368 loss_giou_aux_dn: 2.014231 loss: 14.636056 eta: 42 days, 23:32:37 batch_cost: 1.0499 data_cost: 0.0013 ips: 7.6196 images/s
[08/10 05:17:57] ppdet.engine INFO: Epoch: [9] [35400/54024] learning_rate: 0.000100 loss_class: 0.686164 loss_bbox: 0.108886 loss_giou: 0.464719 loss_class_aux: 4.189463 loss_bbox_aux: 0.718504 loss_giou_aux: 2.909613 loss_class_dn: 0.324448 loss_bbox_dn: 0.106423 loss_giou_dn: 0.360881 loss_class_aux_dn: 1.748967 loss_bbox_aux_dn: 0.644284 loss_giou_aux_dn: 2.039517 loss: 14.085692 eta: 42 days, 23:30:15 batch_cost: 1.0842 data_cost: 0.0013 ips: 7.3790 images/s
[08/10 05:19:51] ppdet.engine INFO: Epoch: [9] [35500/54024] learning_rate: 0.000100 loss_class: 0.676033 loss_bbox: 0.107363 loss_giou: 0.526477 loss_class_aux: 4.225003 loss_bbox_aux: 0.689354 loss_giou_aux: 3.321533 loss_class_dn: 0.356017 loss_bbox_dn: 0.097258 loss_giou_dn: 0.401409 loss_class_aux_dn: 1.898020 loss_bbox_aux_dn: 0.629036 loss_giou_aux_dn: 2.266466 loss: 15.210701 eta: 42 days, 23:27:56 batch_cost: 1.0852 data_cost: 0.0014 ips: 7.3716 images/s
[08/10 05:22:00] ppdet.engine INFO: Epoch: [9] [35600/54024] learning_rate: 0.000100 loss_class: 0.697433 loss_bbox: 0.110459 loss_giou: 0.472358 loss_class_aux: 4.416069 loss_bbox_aux: 0.723236 loss_giou_aux: 2.971364 loss_class_dn: 0.356435 loss_bbox_dn: 0.101607 loss_giou_dn: 0.368354 loss_class_aux_dn: 1.921175 loss_bbox_aux_dn: 0.633950 loss_giou_aux_dn: 2.142189 loss: 15.835914 eta: 42 days, 23:30:05 batch_cost: 1.2430 data_cost: 0.0012 ips: 6.4361 images/s
[08/10 05:23:58] ppdet.engine INFO: Epoch: [9] [35700/54024] learning_rate: 0.000100 loss_class: 0.665109 loss_bbox: 0.104720 loss_giou: 0.463464 loss_class_aux: 4.222503 loss_bbox_aux: 0.709225 loss_giou_aux: 2.864044 loss_class_dn: 0.325052 loss_bbox_dn: 0.094798 loss_giou_dn: 0.348198 loss_class_aux_dn: 1.754236 loss_bbox_aux_dn: 0.579709 loss_giou_aux_dn: 2.015038 loss: 14.253109 eta: 42 days, 23:28:53 batch_cost: 1.1249 data_cost: 0.0012 ips: 7.1114 images/s
[08/10 05:26:02] ppdet.engine INFO: Epoch: [9] [35800/54024] learning_rate: 0.000100 loss_class: 0.657314 loss_bbox: 0.103349 loss_giou: 0.445600 loss_class_aux: 4.035696 loss_bbox_aux: 0.662820 loss_giou_aux: 2.788413 loss_class_dn: 0.330089 loss_bbox_dn: 0.102199 loss_giou_dn: 0.344630 loss_class_aux_dn: 1.782567 loss_bbox_aux_dn: 0.604490 loss_giou_aux_dn: 1.958769 loss: 13.901577 eta: 42 days, 23:29:31 batch_cost: 1.1900 data_cost: 0.0012 ips: 6.7229 images/s
[08/10 05:27:54] ppdet.engine INFO: Epoch: [9] [35900/54024] learning_rate: 0.000100 loss_class: 0.697889 loss_bbox: 0.113960 loss_giou: 0.517552 loss_class_aux: 4.247461 loss_bbox_aux: 0.710795 loss_giou_aux: 3.231517 loss_class_dn: 0.347278 loss_bbox_dn: 0.103341 loss_giou_dn: 0.379567 loss_class_aux_dn: 1.869830 loss_bbox_aux_dn: 0.629906 loss_giou_aux_dn: 2.184357 loss: 15.144490 eta: 42 days, 23:26:54 batch_cost: 1.0753 data_cost: 0.0012 ips: 7.4398 images/s
[08/10 05:29:58] ppdet.engine INFO: Epoch: [9] [36000/54024] learning_rate: 0.000100 loss_class: 0.669706 loss_bbox: 0.096031 loss_giou: 0.465645 loss_class_aux: 4.174347 loss_bbox_aux: 0.623722 loss_giou_aux: 2.907744 loss_class_dn: 0.328122 loss_bbox_dn: 0.094078 loss_giou_dn: 0.360229 loss_class_aux_dn: 1.759571 loss_bbox_aux_dn: 0.571844 loss_giou_aux_dn: 2.043663 loss: 14.090081 eta: 42 days, 23:27:32 batch_cost: 1.1898 data_cost: 0.0013 ips: 6.7236 images/s
[08/10 05:31:55] ppdet.engine INFO: Epoch: [9] [36100/54024] learning_rate: 0.000100 loss_class: 0.692221 loss_bbox: 0.116477 loss_giou: 0.509862 loss_class_aux: 4.211022 loss_bbox_aux: 0.756783 loss_giou_aux: 3.158789 loss_class_dn: 0.339443 loss_bbox_dn: 0.099228 loss_giou_dn: 0.375025 loss_class_aux_dn: 1.811926 loss_bbox_aux_dn: 0.598671 loss_giou_aux_dn: 2.181851 loss: 14.731313 eta: 42 days, 23:26:11 batch_cost: 1.1196 data_cost: 0.0018 ips: 7.1457 images/s
[08/10 05:33:53] ppdet.engine INFO: Epoch: [9] [36200/54024] learning_rate: 0.000100 loss_class: 0.697548 loss_bbox: 0.106361 loss_giou: 0.449196 loss_class_aux: 4.349926 loss_bbox_aux: 0.686338 loss_giou_aux: 2.812275 loss_class_dn: 0.338768 loss_bbox_dn: 0.102239 loss_giou_dn: 0.359254 loss_class_aux_dn: 1.810363 loss_bbox_aux_dn: 0.600565 loss_giou_aux_dn: 2.069936 loss: 14.801161 eta: 42 days, 23:25:04 batch_cost: 1.1283 data_cost: 0.0015 ips: 7.0905 images/s
[08/10 05:35:50] ppdet.engine INFO: Epoch: [9] [36300/54024] learning_rate: 0.000100 loss_class: 0.674057 loss_bbox: 0.107687 loss_giou: 0.476788 loss_class_aux: 4.160433 loss_bbox_aux: 0.715595 loss_giou_aux: 2.964768 loss_class_dn: 0.333906 loss_bbox_dn: 0.090958 loss_giou_dn: 0.355898 loss_class_aux_dn: 1.821571 loss_bbox_aux_dn: 0.564365 loss_giou_aux_dn: 2.026978 loss: 15.163092 eta: 42 days, 23:23:37 batch_cost: 1.1166 data_cost: 0.0254 ips: 7.1644 images/s
[08/10 05:37:43] ppdet.engine INFO: Epoch: [9] [36400/54024] learning_rate: 0.000100 loss_class: 0.699084 loss_bbox: 0.112644 loss_giou: 0.501127 loss_class_aux: 4.284596 loss_bbox_aux: 0.736790 loss_giou_aux: 3.085028 loss_class_dn: 0.340886 loss_bbox_dn: 0.097706 loss_giou_dn: 0.380599 loss_class_aux_dn: 1.820005 loss_bbox_aux_dn: 0.604818 loss_giou_aux_dn: 2.175658 loss: 14.754402 eta: 42 days, 23:21:04 batch_cost: 1.0771 data_cost: 0.0012 ips: 7.4274 images/s
[08/10 05:39:35] ppdet.engine INFO: Epoch: [9] [36500/54024] learning_rate: 0.000100 loss_class: 0.669563 loss_bbox: 0.109575 loss_giou: 0.484983 loss_class_aux: 4.150777 loss_bbox_aux: 0.724661 loss_giou_aux: 2.999782 loss_class_dn: 0.343068 loss_bbox_dn: 0.100962 loss_giou_dn: 0.362566 loss_class_aux_dn: 1.826225 loss_bbox_aux_dn: 0.634995 loss_giou_aux_dn: 2.071361 loss: 14.513165 eta: 42 days, 23:18:14 batch_cost: 1.0678 data_cost: 0.0012 ips: 7.4921 images/s
[08/10 05:41:30] ppdet.engine INFO: Epoch: [9] [36600/54024] learning_rate: 0.000100 loss_class: 0.671247 loss_bbox: 0.107136 loss_giou: 0.493401 loss_class_aux: 4.178392 loss_bbox_aux: 0.684198 loss_giou_aux: 3.065640 loss_class_dn: 0.344773 loss_bbox_dn: 0.097330 loss_giou_dn: 0.371771 loss_class_aux_dn: 1.888153 loss_bbox_aux_dn: 0.626623 loss_giou_aux_dn: 2.126701 loss: 14.643268 eta: 42 days, 23:16:30 batch_cost: 1.1063 data_cost: 0.0012 ips: 7.2311 images/s
[08/10 05:43:22] ppdet.engine INFO: Epoch: [9] [36700/54024] learning_rate: 0.000100 loss_class: 0.656198 loss_bbox: 0.111277 loss_giou: 0.488301 loss_class_aux: 4.084700 loss_bbox_aux: 0.729556 loss_giou_aux: 3.103185 loss_class_dn: 0.336962 loss_bbox_dn: 0.108040 loss_giou_dn: 0.373112 loss_class_aux_dn: 1.815972 loss_bbox_aux_dn: 0.671525 loss_giou_aux_dn: 2.173078 loss: 14.820670 eta: 42 days, 23:13:34 batch_cost: 1.0641 data_cost: 0.0012 ips: 7.5183 images/s
[08/10 05:45:25] ppdet.engine INFO: Epoch: [9] [36800/54024] learning_rate: 0.000100 loss_class: 0.687645 loss_bbox: 0.107460 loss_giou: 0.459964 loss_class_aux: 4.278945 loss_bbox_aux: 0.696967 loss_giou_aux: 2.881511 loss_class_dn: 0.319909 loss_bbox_dn: 0.097667 loss_giou_dn: 0.356664 loss_class_aux_dn: 1.754213 loss_bbox_aux_dn: 0.612927 loss_giou_aux_dn: 2.050865 loss: 13.983095 eta: 42 days, 23:14:00 batch_cost: 1.1826 data_cost: 0.0013 ips: 6.7648 images/s
[08/10 05:47:24] ppdet.engine INFO: Epoch: [9] [36900/54024] learning_rate: 0.000100 loss_class: 0.672540 loss_bbox: 0.116113 loss_giou: 0.464946 loss_class_aux: 4.098492 loss_bbox_aux: 0.768732 loss_giou_aux: 2.888826 loss_class_dn: 0.339008 loss_bbox_dn: 0.101183 loss_giou_dn: 0.355456 loss_class_aux_dn: 1.828500 loss_bbox_aux_dn: 0.645927 loss_giou_aux_dn: 2.050048 loss: 14.797755 eta: 42 days, 23:13:18 batch_cost: 1.1432 data_cost: 0.0013 ips: 6.9977 images/s
[08/10 05:49:15] ppdet.engine INFO: Epoch: [9] [37000/54024] learning_rate: 0.000100 loss_class: 0.697488 loss_bbox: 0.116714 loss_giou: 0.457073 loss_class_aux: 4.374195 loss_bbox_aux: 0.751658 loss_giou_aux: 2.772628 loss_class_dn: 0.343951 loss_bbox_dn: 0.094166 loss_giou_dn: 0.354568 loss_class_aux_dn: 1.879965 loss_bbox_aux_dn: 0.598058 loss_giou_aux_dn: 2.034658 loss: 14.812530 eta: 42 days, 23:10:20 batch_cost: 1.0626 data_cost: 0.0012 ips: 7.5288 images/s
[08/10 05:51:09] ppdet.engine INFO: Epoch: [9] [37100/54024] learning_rate: 0.000100 loss_class: 0.630201 loss_bbox: 0.104837 loss_giou: 0.454485 loss_class_aux: 3.886562 loss_bbox_aux: 0.684884 loss_giou_aux: 2.907136 loss_class_dn: 0.310636 loss_bbox_dn: 0.092681 loss_giou_dn: 0.340108 loss_class_aux_dn: 1.685343 loss_bbox_aux_dn: 0.566559 loss_giou_aux_dn: 1.973834 loss: 13.616596 eta: 42 days, 23:08:06 batch_cost: 1.0888 data_cost: 0.0014 ips: 7.3476 images/s
[08/10 05:53:01] ppdet.engine INFO: Epoch: [9] [37200/54024] learning_rate: 0.000100 loss_class: 0.670062 loss_bbox: 0.106869 loss_giou: 0.486222 loss_class_aux: 4.190475 loss_bbox_aux: 0.685439 loss_giou_aux: 3.032083 loss_class_dn: 0.338239 loss_bbox_dn: 0.093283 loss_giou_dn: 0.362339 loss_class_aux_dn: 1.829402 loss_bbox_aux_dn: 0.594750 loss_giou_aux_dn: 2.088955 loss: 14.563763 eta: 42 days, 23:05:07 batch_cost: 1.0617 data_cost: 0.0013 ips: 7.5348 images/s
[08/10 05:54:54] ppdet.engine INFO: Epoch: [9] [37300/54024] learning_rate: 0.000100 loss_class: 0.703928 loss_bbox: 0.110735 loss_giou: 0.502468 loss_class_aux: 4.304655 loss_bbox_aux: 0.730437 loss_giou_aux: 3.147423 loss_class_dn: 0.353519 loss_bbox_dn: 0.102374 loss_giou_dn: 0.372353 loss_class_aux_dn: 1.919152 loss_bbox_aux_dn: 0.619522 loss_giou_aux_dn: 2.148624 loss: 15.289694 eta: 42 days, 23:02:45 batch_cost: 1.0839 data_cost: 0.0013 ips: 7.3809 images/s
[08/10 05:56:51] ppdet.engine INFO: Epoch: [9] [37400/54024] learning_rate: 0.000100 loss_class: 0.678474 loss_bbox: 0.102412 loss_giou: 0.476719 loss_class_aux: 4.156253 loss_bbox_aux: 0.661397 loss_giou_aux: 2.995470 loss_class_dn: 0.328501 loss_bbox_dn: 0.099236 loss_giou_dn: 0.367368 loss_class_aux_dn: 1.792328 loss_bbox_aux_dn: 0.602420 loss_giou_aux_dn: 2.097369 loss: 14.334299 eta: 42 days, 23:01:18 batch_cost: 1.1167 data_cost: 0.0012 ips: 7.1637 images/s
[08/10 05:58:48] ppdet.engine INFO: Epoch: [9] [37500/54024] learning_rate: 0.000100 loss_class: 0.692488 loss_bbox: 0.113534 loss_giou: 0.499261 loss_class_aux: 4.236866 loss_bbox_aux: 0.728287 loss_giou_aux: 3.096543 loss_class_dn: 0.340383 loss_bbox_dn: 0.098091 loss_giou_dn: 0.374472 loss_class_aux_dn: 1.850226 loss_bbox_aux_dn: 0.615385 loss_giou_aux_dn: 2.141924 loss: 14.960963 eta: 42 days, 22:59:48 batch_cost: 1.1148 data_cost: 0.0013 ips: 7.1760 images/s
[08/10 06:00:42] ppdet.engine INFO: Epoch: [9] [37600/54024] learning_rate: 0.000100 loss_class: 0.677564 loss_bbox: 0.107198 loss_giou: 0.503349 loss_class_aux: 4.296773 loss_bbox_aux: 0.706146 loss_giou_aux: 3.098663 loss_class_dn: 0.345611 loss_bbox_dn: 0.091738 loss_giou_dn: 0.372299 loss_class_aux_dn: 1.879873 loss_bbox_aux_dn: 0.562361 loss_giou_aux_dn: 2.155115 loss: 14.973879 eta: 42 days, 22:57:36 batch_cost: 1.0896 data_cost: 0.0013 ips: 7.3419 images/s
[08/10 06:02:36] ppdet.engine INFO: Epoch: [9] [37700/54024] learning_rate: 0.000100 loss_class: 0.694134 loss_bbox: 0.107559 loss_giou: 0.487008 loss_class_aux: 4.309618 loss_bbox_aux: 0.734554 loss_giou_aux: 3.012260 loss_class_dn: 0.340615 loss_bbox_dn: 0.098554 loss_giou_dn: 0.371026 loss_class_aux_dn: 1.836900 loss_bbox_aux_dn: 0.621843 loss_giou_aux_dn: 2.122147 loss: 14.998007 eta: 42 days, 22:55:36 batch_cost: 1.0968 data_cost: 0.0012 ips: 7.2936 images/s
[08/10 06:04:28] ppdet.engine INFO: Epoch: [9] [37800/54024] learning_rate: 0.000100 loss_class: 0.724879 loss_bbox: 0.103839 loss_giou: 0.513450 loss_class_aux: 4.501740 loss_bbox_aux: 0.682193 loss_giou_aux: 3.194337 loss_class_dn: 0.359708 loss_bbox_dn: 0.101990 loss_giou_dn: 0.393107 loss_class_aux_dn: 1.947307 loss_bbox_aux_dn: 0.633266 loss_giou_aux_dn: 2.273599 loss: 15.345761 eta: 42 days, 22:52:45 batch_cost: 1.0665 data_cost: 0.0012 ips: 7.5015 images/s
[08/10 06:06:18] ppdet.engine INFO: Epoch: [9] [37900/54024] learning_rate: 0.000100 loss_class: 0.669445 loss_bbox: 0.106515 loss_giou: 0.462932 loss_class_aux: 4.136657 loss_bbox_aux: 0.707549 loss_giou_aux: 2.912791 loss_class_dn: 0.322564 loss_bbox_dn: 0.106009 loss_giou_dn: 0.367630 loss_class_aux_dn: 1.768986 loss_bbox_aux_dn: 0.625702 loss_giou_aux_dn: 2.093668 loss: 14.423205 eta: 42 days, 22:49:30 batch_cost: 1.0524 data_cost: 0.0012 ips: 7.6015 images/s
[08/10 06:08:13] ppdet.engine INFO: Epoch: [9] [38000/54024] learning_rate: 0.000100 loss_class: 0.699648 loss_bbox: 0.119100 loss_giou: 0.446475 loss_class_aux: 4.344621 loss_bbox_aux: 0.756879 loss_giou_aux: 2.797222 loss_class_dn: 0.342067 loss_bbox_dn: 0.111277 loss_giou_dn: 0.358225 loss_class_aux_dn: 1.876032 loss_bbox_aux_dn: 0.676143 loss_giou_aux_dn: 2.037512 loss: 14.867121 eta: 42 days, 22:47:30 batch_cost: 1.0969 data_cost: 0.0012 ips: 7.2933 images/s
[08/10 06:10:10] ppdet.engine INFO: Epoch: [9] [38100/54024] learning_rate: 0.000100 loss_class: 0.717555 loss_bbox: 0.115924 loss_giou: 0.534500 loss_class_aux: 4.470620 loss_bbox_aux: 0.756961 loss_giou_aux: 3.359955 loss_class_dn: 0.350505 loss_bbox_dn: 0.097738 loss_giou_dn: 0.392009 loss_class_aux_dn: 1.872509 loss_bbox_aux_dn: 0.596509 loss_giou_aux_dn: 2.252095 loss: 15.359349 eta: 42 days, 22:46:11 batch_cost: 1.1212 data_cost: 0.0403 ips: 7.1352 images/s
[08/10 06:12:04] ppdet.engine INFO: Epoch: [9] [38200/54024] learning_rate: 0.000100 loss_class: 0.729663 loss_bbox: 0.120441 loss_giou: 0.504709 loss_class_aux: 4.548549 loss_bbox_aux: 0.780805 loss_giou_aux: 3.197397 loss_class_dn: 0.369519 loss_bbox_dn: 0.115658 loss_giou_dn: 0.380499 loss_class_aux_dn: 1.979340 loss_bbox_aux_dn: 0.697356 loss_giou_aux_dn: 2.193785 loss: 16.264421 eta: 42 days, 22:44:01 batch_cost: 1.0906 data_cost: 0.0012 ips: 7.3351 images/s
[08/10 06:13:57] ppdet.engine INFO: Epoch: [9] [38300/54024] learning_rate: 0.000100 loss_class: 0.670785 loss_bbox: 0.107531 loss_giou: 0.494405 loss_class_aux: 4.120994 loss_bbox_aux: 0.701277 loss_giou_aux: 3.058306 loss_class_dn: 0.347395 loss_bbox_dn: 0.097321 loss_giou_dn: 0.385587 loss_class_aux_dn: 1.909587 loss_bbox_aux_dn: 0.596081 loss_giou_aux_dn: 2.198786 loss: 15.210910 eta: 42 days, 22:41:29 batch_cost: 1.0778 data_cost: 0.0012 ips: 7.4225 images/s
[08/10 06:15:53] ppdet.engine INFO: Epoch: [9] [38400/54024] learning_rate: 0.000100 loss_class: 0.650850 loss_bbox: 0.098163 loss_giou: 0.467558 loss_class_aux: 4.004615 loss_bbox_aux: 0.631752 loss_giou_aux: 2.913534 loss_class_dn: 0.333158 loss_bbox_dn: 0.088530 loss_giou_dn: 0.374119 loss_class_aux_dn: 1.778358 loss_bbox_aux_dn: 0.551561 loss_giou_aux_dn: 2.142357 loss: 14.657847 eta: 42 days, 22:39:50 batch_cost: 1.1096 data_cost: 0.0012 ips: 7.2095 images/s
[08/10 06:17:44] ppdet.engine INFO: Epoch: [9] [38500/54024] learning_rate: 0.000100 loss_class: 0.732293 loss_bbox: 0.122303 loss_giou: 0.503110 loss_class_aux: 4.528408 loss_bbox_aux: 0.807824 loss_giou_aux: 3.126699 loss_class_dn: 0.340315 loss_bbox_dn: 0.116807 loss_giou_dn: 0.394529 loss_class_aux_dn: 1.864921 loss_bbox_aux_dn: 0.711046 loss_giou_aux_dn: 2.202803 loss: 15.772551 eta: 42 days, 22:36:43 batch_cost: 1.0567 data_cost: 0.0013 ips: 7.5705 images/s
[08/10 06:19:40] ppdet.engine INFO: Epoch: [9] [38600/54024] learning_rate: 0.000100 loss_class: 0.709595 loss_bbox: 0.102882 loss_giou: 0.494393 loss_class_aux: 4.391801 loss_bbox_aux: 0.667787 loss_giou_aux: 3.038780 loss_class_dn: 0.350607 loss_bbox_dn: 0.097335 loss_giou_dn: 0.387713 loss_class_aux_dn: 1.896809 loss_bbox_aux_dn: 0.618034 loss_giou_aux_dn: 2.207616 loss: 15.396758 eta: 42 days, 22:34:55 batch_cost: 1.1036 data_cost: 0.0283 ips: 7.2488 images/s
[08/10 06:21:33] ppdet.engine INFO: Epoch: [9] [38700/54024] learning_rate: 0.000100 loss_class: 0.679486 loss_bbox: 0.105131 loss_giou: 0.480220 loss_class_aux: 4.246478 loss_bbox_aux: 0.671542 loss_giou_aux: 2.963306 loss_class_dn: 0.347743 loss_bbox_dn: 0.098481 loss_giou_dn: 0.392671 loss_class_aux_dn: 1.907236 loss_bbox_aux_dn: 0.613319 loss_giou_aux_dn: 2.247155 loss: 15.273073 eta: 42 days, 22:32:35 batch_cost: 1.0847 data_cost: 0.0012 ips: 7.3750 images/s
[08/10 06:23:41] ppdet.engine INFO: Epoch: [9] [38800/54024] learning_rate: 0.000100 loss_class: 0.683678 loss_bbox: 0.103646 loss_giou: 0.479713 loss_class_aux: 4.153097 loss_bbox_aux: 0.665513 loss_giou_aux: 3.024253 loss_class_dn: 0.332391 loss_bbox_dn: 0.096265 loss_giou_dn: 0.355567 loss_class_aux_dn: 1.771988 loss_bbox_aux_dn: 0.612281 loss_giou_aux_dn: 2.062755 loss: 14.301091 eta: 42 days, 22:34:24 batch_cost: 1.2339 data_cost: 0.1380 ips: 6.4836 images/s
[08/10 06:25:33] ppdet.engine INFO: Epoch: [9] [38900/54024] learning_rate: 0.000100 loss_class: 0.699901 loss_bbox: 0.116198 loss_giou: 0.501460 loss_class_aux: 4.344170 loss_bbox_aux: 0.759786 loss_giou_aux: 3.125307 loss_class_dn: 0.358732 loss_bbox_dn: 0.106023 loss_giou_dn: 0.381542 loss_class_aux_dn: 1.917792 loss_bbox_aux_dn: 0.650176 loss_giou_aux_dn: 2.232395 loss: 15.653360 eta: 42 days, 22:31:27 batch_cost: 1.0629 data_cost: 0.0082 ips: 7.5263 images/s
[08/10 06:27:26] ppdet.engine INFO: Epoch: [9] [39000/54024] learning_rate: 0.000100 loss_class: 0.693628 loss_bbox: 0.107274 loss_giou: 0.509494 loss_class_aux: 4.298304 loss_bbox_aux: 0.709736 loss_giou_aux: 3.198402 loss_class_dn: 0.341039 loss_bbox_dn: 0.097106 loss_giou_dn: 0.389072 loss_class_aux_dn: 1.869861 loss_bbox_aux_dn: 0.587105 loss_giou_aux_dn: 2.207617 loss: 15.345797 eta: 42 days, 22:29:00 batch_cost: 1.0802 data_cost: 0.0013 ips: 7.4058 images/s
[08/10 06:29:17] ppdet.engine INFO: Epoch: [9] [39100/54024] learning_rate: 0.000100 loss_class: 0.693800 loss_bbox: 0.115207 loss_giou: 0.516200 loss_class_aux: 4.302845 loss_bbox_aux: 0.747761 loss_giou_aux: 3.243319 loss_class_dn: 0.355234 loss_bbox_dn: 0.105483 loss_giou_dn: 0.380274 loss_class_aux_dn: 1.932766 loss_bbox_aux_dn: 0.625857 loss_giou_aux_dn: 2.185734 loss: 15.343278 eta: 42 days, 22:25:46 batch_cost: 1.0526 data_cost: 0.0013 ips: 7.6003 images/s
[08/10 06:31:10] ppdet.engine INFO: Epoch: [9] [39200/54024] learning_rate: 0.000100 loss_class: 0.690056 loss_bbox: 0.116458 loss_giou: 0.443666 loss_class_aux: 4.238051 loss_bbox_aux: 0.745507 loss_giou_aux: 2.778782 loss_class_dn: 0.334929 loss_bbox_dn: 0.106275 loss_giou_dn: 0.346256 loss_class_aux_dn: 1.832885 loss_bbox_aux_dn: 0.658220 loss_giou_aux_dn: 2.007836 loss: 14.259122 eta: 42 days, 22:23:12 batch_cost: 1.0764 data_cost: 0.0013 ips: 7.4324 images/s
[08/10 06:33:07] ppdet.engine INFO: Epoch: [9] [39300/54024] learning_rate: 0.000100 loss_class: 0.723887 loss_bbox: 0.109083 loss_giou: 0.475804 loss_class_aux: 4.471900 loss_bbox_aux: 0.734428 loss_giou_aux: 2.911709 loss_class_dn: 0.348175 loss_bbox_dn: 0.103659 loss_giou_dn: 0.367229 loss_class_aux_dn: 1.876384 loss_bbox_aux_dn: 0.632250 loss_giou_aux_dn: 2.113596 loss: 14.793985 eta: 42 days, 22:21:50 batch_cost: 1.1197 data_cost: 0.0102 ips: 7.1447 images/s
[08/10 06:34:57] ppdet.engine INFO: Epoch: [9] [39400/54024] learning_rate: 0.000100 loss_class: 0.658486 loss_bbox: 0.110791 loss_giou: 0.525864 loss_class_aux: 4.158985 loss_bbox_aux: 0.715191 loss_giou_aux: 3.256942 loss_class_dn: 0.352466 loss_bbox_dn: 0.096993 loss_giou_dn: 0.383353 loss_class_aux_dn: 1.906178 loss_bbox_aux_dn: 0.591412 loss_giou_aux_dn: 2.233060 loss: 15.585059 eta: 42 days, 22:18:32 batch_cost: 1.0497 data_cost: 0.0012 ips: 7.6215 images/s
[08/10 06:36:51] ppdet.engine INFO: Epoch: [9] [39500/54024] learning_rate: 0.000100 loss_class: 0.657835 loss_bbox: 0.105192 loss_giou: 0.471196 loss_class_aux: 4.068985 loss_bbox_aux: 0.678606 loss_giou_aux: 2.966392 loss_class_dn: 0.336961 loss_bbox_dn: 0.099333 loss_giou_dn: 0.363570 loss_class_aux_dn: 1.819023 loss_bbox_aux_dn: 0.602557 loss_giou_aux_dn: 2.074757 loss: 14.611222 eta: 42 days, 22:16:21 batch_cost: 1.0906 data_cost: 0.0012 ips: 7.3357 images/s
[08/10 06:38:54] ppdet.engine INFO: Epoch: [9] [39600/54024] learning_rate: 0.000100 loss_class: 0.681110 loss_bbox: 0.109284 loss_giou: 0.512655 loss_class_aux: 4.296458 loss_bbox_aux: 0.718217 loss_giou_aux: 3.198707 loss_class_dn: 0.346474 loss_bbox_dn: 0.104105 loss_giou_dn: 0.407045 loss_class_aux_dn: 1.905327 loss_bbox_aux_dn: 0.633518 loss_giou_aux_dn: 2.295272 loss: 15.501949 eta: 42 days, 22:16:31 batch_cost: 1.1742 data_cost: 0.0012 ips: 6.8131 images/s
[08/10 06:40:46] ppdet.engine INFO: Epoch: [9] [39700/54024] learning_rate: 0.000100 loss_class: 0.692304 loss_bbox: 0.105503 loss_giou: 0.505215 loss_class_aux: 4.288020 loss_bbox_aux: 0.681880 loss_giou_aux: 3.171262 loss_class_dn: 0.339393 loss_bbox_dn: 0.103183 loss_giou_dn: 0.389230 loss_class_aux_dn: 1.807011 loss_bbox_aux_dn: 0.628168 loss_giou_aux_dn: 2.207190 loss: 15.295824 eta: 42 days, 22:13:43 batch_cost: 1.0680 data_cost: 0.0013 ips: 7.4909 images/s
[08/10 06:42:38] ppdet.engine INFO: Epoch: [9] [39800/54024] learning_rate: 0.000100 loss_class: 0.683383 loss_bbox: 0.107136 loss_giou: 0.480445 loss_class_aux: 4.269053 loss_bbox_aux: 0.718506 loss_giou_aux: 3.023482 loss_class_dn: 0.345619 loss_bbox_dn: 0.113490 loss_giou_dn: 0.376768 loss_class_aux_dn: 1.877921 loss_bbox_aux_dn: 0.671595 loss_giou_aux_dn: 2.141866 loss: 15.413085 eta: 42 days, 22:11:08 batch_cost: 1.0761 data_cost: 0.0013 ips: 7.4340 images/s
[08/10 06:44:33] ppdet.engine INFO: Epoch: [9] [39900/54024] learning_rate: 0.000100 loss_class: 0.691576 loss_bbox: 0.106688 loss_giou: 0.512068 loss_class_aux: 4.325627 loss_bbox_aux: 0.691344 loss_giou_aux: 3.165978 loss_class_dn: 0.361806 loss_bbox_dn: 0.099442 loss_giou_dn: 0.384105 loss_class_aux_dn: 1.937873 loss_bbox_aux_dn: 0.606281 loss_giou_aux_dn: 2.174529 loss: 15.597674 eta: 42 days, 22:09:11 batch_cost: 1.0982 data_cost: 0.0012 ips: 7.2846 images/s
[08/10 06:46:34] ppdet.engine INFO: Epoch: [9] [40000/54024] learning_rate: 0.000100 loss_class: 0.661438 loss_bbox: 0.098983 loss_giou: 0.427087 loss_class_aux: 4.151177 loss_bbox_aux: 0.644333 loss_giou_aux: 2.691754 loss_class_dn: 0.316196 loss_bbox_dn: 0.099566 loss_giou_dn: 0.335258 loss_class_aux_dn: 1.709612 loss_bbox_aux_dn: 0.604284 loss_giou_aux_dn: 1.948869 loss: 13.936752 eta: 42 days, 22:08:52 batch_cost: 1.1578 data_cost: 0.0012 ips: 6.9099 images/s
[08/10 06:48:24] ppdet.engine INFO: Epoch: [9] [40100/54024] learning_rate: 0.000100 loss_class: 0.666669 loss_bbox: 0.101871 loss_giou: 0.486992 loss_class_aux: 4.187562 loss_bbox_aux: 0.667967 loss_giou_aux: 3.018421 loss_class_dn: 0.333592 loss_bbox_dn: 0.097555 loss_giou_dn: 0.353060 loss_class_aux_dn: 1.791751 loss_bbox_aux_dn: 0.607591 loss_giou_aux_dn: 2.062760 loss: 14.413014 eta: 42 days, 22:05:29 batch_cost: 1.0463 data_cost: 0.0013 ips: 7.6459 images/s
[08/10 06:50:19] ppdet.engine INFO: Epoch: [9] [40200/54024] learning_rate: 0.000100 loss_class: 0.664146 loss_bbox: 0.109352 loss_giou: 0.504717 loss_class_aux: 4.224384 loss_bbox_aux: 0.718878 loss_giou_aux: 3.160004 loss_class_dn: 0.345202 loss_bbox_dn: 0.097563 loss_giou_dn: 0.396668 loss_class_aux_dn: 1.850412 loss_bbox_aux_dn: 0.590723 loss_giou_aux_dn: 2.245096 loss: 15.283609 eta: 42 days, 22:03:29 batch_cost: 1.0972 data_cost: 0.0140 ips: 7.2911 images/s
[08/10 06:52:14] ppdet.engine INFO: Epoch: [9] [40300/54024] learning_rate: 0.000100 loss_class: 0.708136 loss_bbox: 0.110764 loss_giou: 0.510688 loss_class_aux: 4.374647 loss_bbox_aux: 0.717536 loss_giou_aux: 3.178630 loss_class_dn: 0.362575 loss_bbox_dn: 0.100596 loss_giou_dn: 0.393042 loss_class_aux_dn: 1.957143 loss_bbox_aux_dn: 0.614904 loss_giou_aux_dn: 2.230193 loss: 15.536788 eta: 42 days, 22:01:41 batch_cost: 1.1037 data_cost: 0.0013 ips: 7.2485 images/s
[08/10 06:54:08] ppdet.engine INFO: Epoch: [9] [40400/54024] learning_rate: 0.000100 loss_class: 0.668984 loss_bbox: 0.104849 loss_giou: 0.503950 loss_class_aux: 4.131383 loss_bbox_aux: 0.684558 loss_giou_aux: 3.083045 loss_class_dn: 0.341020 loss_bbox_dn: 0.099180 loss_giou_dn: 0.378319 loss_class_aux_dn: 1.806811 loss_bbox_aux_dn: 0.606621 loss_giou_aux_dn: 2.192342 loss: 15.132968 eta: 42 days, 21:59:25 batch_cost: 1.0867 data_cost: 0.0013 ips: 7.3614 images/s
[08/10 06:56:07] ppdet.engine INFO: Epoch: [9] [40500/54024] learning_rate: 0.000100 loss_class: 0.723476 loss_bbox: 0.118582 loss_giou: 0.596233 loss_class_aux: 4.434551 loss_bbox_aux: 0.760335 loss_giou_aux: 3.716449 loss_class_dn: 0.385240 loss_bbox_dn: 0.110309 loss_giou_dn: 0.430527 loss_class_aux_dn: 2.078788 loss_bbox_aux_dn: 0.663522 loss_giou_aux_dn: 2.468591 loss: 16.906384 eta: 42 days, 21:58:34 batch_cost: 1.1385 data_cost: 0.0013 ips: 7.0265 images/s
[08/10 06:58:00] ppdet.engine INFO: Epoch: [9] [40600/54024] learning_rate: 0.000100 loss_class: 0.682184 loss_bbox: 0.102880 loss_giou: 0.516575 loss_class_aux: 4.286279 loss_bbox_aux: 0.673161 loss_giou_aux: 3.194033 loss_class_dn: 0.350921 loss_bbox_dn: 0.101819 loss_giou_dn: 0.392869 loss_class_aux_dn: 1.887621 loss_bbox_aux_dn: 0.647036 loss_giou_aux_dn: 2.233101 loss: 15.443651 eta: 42 days, 21:56:01 batch_cost: 1.0767 data_cost: 0.0012 ips: 7.4303 images/s
[08/10 06:59:51] ppdet.engine INFO: Epoch: [9] [40700/54024] learning_rate: 0.000100 loss_class: 0.676745 loss_bbox: 0.103424 loss_giou: 0.509503 loss_class_aux: 4.244185 loss_bbox_aux: 0.691225 loss_giou_aux: 3.196158 loss_class_dn: 0.356824 loss_bbox_dn: 0.093652 loss_giou_dn: 0.391888 loss_class_aux_dn: 1.921502 loss_bbox_aux_dn: 0.570978 loss_giou_aux_dn: 2.236666 loss: 15.063356 eta: 42 days, 21:53:05 batch_cost: 1.0629 data_cost: 0.0013 ips: 7.5263 images/s
[08/10 07:01:45] ppdet.engine INFO: Epoch: [9] [40800/54024] learning_rate: 0.000100 loss_class: 0.688949 loss_bbox: 0.105665 loss_giou: 0.471008 loss_class_aux: 4.280843 loss_bbox_aux: 0.685472 loss_giou_aux: 2.958603 loss_class_dn: 0.332609 loss_bbox_dn: 0.099070 loss_giou_dn: 0.373208 loss_class_aux_dn: 1.802937 loss_bbox_aux_dn: 0.606488 loss_giou_aux_dn: 2.098521 loss: 14.281090 eta: 42 days, 21:50:52 batch_cost: 1.0888 data_cost: 0.0013 ips: 7.3476 images/s
[08/10 07:03:38] ppdet.engine INFO: Epoch: [9] [40900/54024] learning_rate: 0.000100 loss_class: 0.697654 loss_bbox: 0.110849 loss_giou: 0.492576 loss_class_aux: 4.278809 loss_bbox_aux: 0.701614 loss_giou_aux: 3.035537 loss_class_dn: 0.353567 loss_bbox_dn: 0.103758 loss_giou_dn: 0.372937 loss_class_aux_dn: 1.928152 loss_bbox_aux_dn: 0.622744 loss_giou_aux_dn: 2.098611 loss: 15.311617 eta: 42 days, 21:48:25 batch_cost: 1.0802 data_cost: 0.0012 ips: 7.4059 images/s
[08/10 07:05:30] ppdet.engine INFO: Epoch: [9] [41000/54024] learning_rate: 0.000100 loss_class: 0.686587 loss_bbox: 0.114193 loss_giou: 0.479876 loss_class_aux: 4.240951 loss_bbox_aux: 0.747859 loss_giou_aux: 2.963392 loss_class_dn: 0.351411 loss_bbox_dn: 0.102595 loss_giou_dn: 0.351528 loss_class_aux_dn: 1.869328 loss_bbox_aux_dn: 0.615398 loss_giou_aux_dn: 2.030241 loss: 14.892294 eta: 42 days, 21:45:40 batch_cost: 1.0698 data_cost: 0.0012 ips: 7.4783 images/s
[08/10 07:07:23] ppdet.engine INFO: Epoch: [9] [41100/54024] learning_rate: 0.000100 loss_class: 0.664175 loss_bbox: 0.109656 loss_giou: 0.445171 loss_class_aux: 4.152829 loss_bbox_aux: 0.696809 loss_giou_aux: 2.749017 loss_class_dn: 0.334269 loss_bbox_dn: 0.098670 loss_giou_dn: 0.346250 loss_class_aux_dn: 1.805504 loss_bbox_aux_dn: 0.620556 loss_giou_aux_dn: 1.974927 loss: 14.297311 eta: 42 days, 21:43:15 batch_cost: 1.0812 data_cost: 0.0012 ips: 7.3991 images/s
[08/10 07:09:27] ppdet.engine INFO: Epoch: [9] [41200/54024] learning_rate: 0.000100 loss_class: 0.715307 loss_bbox: 0.111467 loss_giou: 0.486412 loss_class_aux: 4.426114 loss_bbox_aux: 0.711659 loss_giou_aux: 3.027979 loss_class_dn: 0.341202 loss_bbox_dn: 0.108186 loss_giou_dn: 0.375499 loss_class_aux_dn: 1.874420 loss_bbox_aux_dn: 0.693142 loss_giou_aux_dn: 2.191423 loss: 15.206728 eta: 42 days, 21:43:33 batch_cost: 1.1799 data_cost: 0.0686 ips: 6.7802 images/s
[08/10 07:11:24] ppdet.engine INFO: Epoch: [9] [41300/54024] learning_rate: 0.000100 loss_class: 0.684260 loss_bbox: 0.108699 loss_giou: 0.473496 loss_class_aux: 4.334109 loss_bbox_aux: 0.697097 loss_giou_aux: 3.018279 loss_class_dn: 0.352762 loss_bbox_dn: 0.097959 loss_giou_dn: 0.371190 loss_class_aux_dn: 1.927842 loss_bbox_aux_dn: 0.612206 loss_giou_aux_dn: 2.153515 loss: 15.273575 eta: 42 days, 21:42:16 batch_cost: 1.1229 data_cost: 0.0013 ips: 7.1245 images/s
[08/10 07:13:16] ppdet.engine INFO: Epoch: [9] [41400/54024] learning_rate: 0.000100 loss_class: 0.671709 loss_bbox: 0.114960 loss_giou: 0.510675 loss_class_aux: 4.256466 loss_bbox_aux: 0.737255 loss_giou_aux: 3.211015 loss_class_dn: 0.345381 loss_bbox_dn: 0.103690 loss_giou_dn: 0.383010 loss_class_aux_dn: 1.874417 loss_bbox_aux_dn: 0.640417 loss_giou_aux_dn: 2.206286 loss: 15.348316 eta: 42 days, 21:39:31 batch_cost: 1.0696 data_cost: 0.0012 ips: 7.4797 images/s
[08/10 07:15:08] ppdet.engine INFO: Epoch: [9] [41500/54024] learning_rate: 0.000100 loss_class: 0.705613 loss_bbox: 0.113795 loss_giou: 0.510121 loss_class_aux: 4.329608 loss_bbox_aux: 0.738700 loss_giou_aux: 3.144153 loss_class_dn: 0.353139 loss_bbox_dn: 0.108979 loss_giou_dn: 0.381934 loss_class_aux_dn: 1.908103 loss_bbox_aux_dn: 0.650383 loss_giou_aux_dn: 2.162097 loss: 15.468152 eta: 42 days, 21:36:34 batch_cost: 1.0620 data_cost: 0.0013 ips: 7.5330 images/s
[08/10 07:17:04] ppdet.engine INFO: Epoch: [9] [41600/54024] learning_rate: 0.000100 loss_class: 0.701582 loss_bbox: 0.108933 loss_giou: 0.520834 loss_class_aux: 4.264579 loss_bbox_aux: 0.722117 loss_giou_aux: 3.312470 loss_class_dn: 0.349180 loss_bbox_dn: 0.097069 loss_giou_dn: 0.385592 loss_class_aux_dn: 1.891881 loss_bbox_aux_dn: 0.611881 loss_giou_aux_dn: 2.182879 loss: 15.564855 eta: 42 days, 21:35:03 batch_cost: 1.1140 data_cost: 0.0495 ips: 7.1812 images/s
[08/10 07:19:04] ppdet.engine INFO: Epoch: [9] [41700/54024] learning_rate: 0.000100 loss_class: 0.696645 loss_bbox: 0.105375 loss_giou: 0.456243 loss_class_aux: 4.301101 loss_bbox_aux: 0.672342 loss_giou_aux: 2.857663 loss_class_dn: 0.328479 loss_bbox_dn: 0.100391 loss_giou_dn: 0.355426 loss_class_aux_dn: 1.785193 loss_bbox_aux_dn: 0.613334 loss_giou_aux_dn: 2.049176 loss: 14.445592 eta: 42 days, 21:34:29 batch_cost: 1.1488 data_cost: 0.0013 ips: 6.9640 images/s
[08/10 07:20:57] ppdet.engine INFO: Epoch: [9] [41800/54024] learning_rate: 0.000100 loss_class: 0.716105 loss_bbox: 0.112842 loss_giou: 0.461654 loss_class_aux: 4.405745 loss_bbox_aux: 0.719453 loss_giou_aux: 2.853487 loss_class_dn: 0.339693 loss_bbox_dn: 0.104892 loss_giou_dn: 0.364676 loss_class_aux_dn: 1.848185 loss_bbox_aux_dn: 0.653781 loss_giou_aux_dn: 2.112424 loss: 14.688617 eta: 42 days, 21:31:47 batch_cost: 1.0712 data_cost: 0.0013 ips: 7.4682 images/s
[08/10 07:22:47] ppdet.engine INFO: Epoch: [9] [41900/54024] learning_rate: 0.000100 loss_class: 0.661394 loss_bbox: 0.111358 loss_giou: 0.452617 loss_class_aux: 4.136435 loss_bbox_aux: 0.708334 loss_giou_aux: 2.812736 loss_class_dn: 0.338319 loss_bbox_dn: 0.099656 loss_giou_dn: 0.348483 loss_class_aux_dn: 1.831586 loss_bbox_aux_dn: 0.616863 loss_giou_aux_dn: 1.985631 loss: 14.554948 eta: 42 days, 21:28:41 batch_cost: 1.0565 data_cost: 0.0013 ips: 7.5723 images/s
[08/10 07:24:41] ppdet.engine INFO: Epoch: [9] [42000/54024] learning_rate: 0.000100 loss_class: 0.672602 loss_bbox: 0.108795 loss_giou: 0.454689 loss_class_aux: 4.179208 loss_bbox_aux: 0.694085 loss_giou_aux: 2.859277 loss_class_dn: 0.337464 loss_bbox_dn: 0.100701 loss_giou_dn: 0.360797 loss_class_aux_dn: 1.842822 loss_bbox_aux_dn: 0.622721 loss_giou_aux_dn: 2.071890 loss: 14.450145 eta: 42 days, 21:26:15 batch_cost: 1.0810 data_cost: 0.0012 ips: 7.4005 images/s
[08/10 07:26:50] ppdet.engine INFO: Epoch: [9] [42100/54024] learning_rate: 0.000100 loss_class: 0.696641 loss_bbox: 0.110156 loss_giou: 0.479526 loss_class_aux: 4.332600 loss_bbox_aux: 0.714885 loss_giou_aux: 2.990476 loss_class_dn: 0.348264 loss_bbox_dn: 0.097881 loss_giou_dn: 0.373112 loss_class_aux_dn: 1.883842 loss_bbox_aux_dn: 0.591662 loss_giou_aux_dn: 2.146132 loss: 14.721752 eta: 42 days, 21:28:16 batch_cost: 1.2428 data_cost: 0.0552 ips: 6.4372 images/s
[08/10 07:28:54] ppdet.engine INFO: Epoch: [9] [42200/54024] learning_rate: 0.000100 loss_class: 0.676739 loss_bbox: 0.107707 loss_giou: 0.504660 loss_class_aux: 4.172028 loss_bbox_aux: 0.729187 loss_giou_aux: 3.212899 loss_class_dn: 0.349823 loss_bbox_dn: 0.100844 loss_giou_dn: 0.384386 loss_class_aux_dn: 1.902188 loss_bbox_aux_dn: 0.618385 loss_giou_aux_dn: 2.187389 loss: 15.591192 eta: 42 days, 21:28:44 batch_cost: 1.1866 data_cost: 0.0013 ips: 6.7417 images/s
[08/10 07:30:45] ppdet.engine INFO: Epoch: [9] [42300/54024] learning_rate: 0.000100 loss_class: 0.725187 loss_bbox: 0.119368 loss_giou: 0.502440 loss_class_aux: 4.511714 loss_bbox_aux: 0.771583 loss_giou_aux: 3.109066 loss_class_dn: 0.353386 loss_bbox_dn: 0.105338 loss_giou_dn: 0.382226 loss_class_aux_dn: 1.939064 loss_bbox_aux_dn: 0.652846 loss_giou_aux_dn: 2.229310 loss: 15.437129 eta: 42 days, 21:25:46 batch_cost: 1.0615 data_cost: 0.0012 ips: 7.5368 images/s
[08/10 07:32:48] ppdet.engine INFO: Epoch: [9] [42400/54024] learning_rate: 0.000100 loss_class: 0.691468 loss_bbox: 0.103768 loss_giou: 0.454990 loss_class_aux: 4.356141 loss_bbox_aux: 0.713103 loss_giou_aux: 2.840997 loss_class_dn: 0.338563 loss_bbox_dn: 0.101764 loss_giou_dn: 0.352359 loss_class_aux_dn: 1.842717 loss_bbox_aux_dn: 0.647270 loss_giou_aux_dn: 2.027053 loss: 14.974409 eta: 42 days, 21:25:50 batch_cost: 1.1718 data_cost: 0.0012 ips: 6.8273 images/s
[08/10 07:34:49] ppdet.engine INFO: Epoch: [9] [42500/54024] learning_rate: 0.000100 loss_class: 0.735897 loss_bbox: 0.113226 loss_giou: 0.512199 loss_class_aux: 4.556316 loss_bbox_aux: 0.729966 loss_giou_aux: 3.186954 loss_class_dn: 0.357184 loss_bbox_dn: 0.107552 loss_giou_dn: 0.387998 loss_class_aux_dn: 1.930230 loss_bbox_aux_dn: 0.670213 loss_giou_aux_dn: 2.210602 loss: 15.504594 eta: 42 days, 21:25:38 batch_cost: 1.1624 data_cost: 0.0013 ips: 6.8820 images/s
[08/10 07:36:44] ppdet.engine INFO: Epoch: [9] [42600/54024] learning_rate: 0.000100 loss_class: 0.686966 loss_bbox: 0.105117 loss_giou: 0.439507 loss_class_aux: 4.152791 loss_bbox_aux: 0.691895 loss_giou_aux: 2.766408 loss_class_dn: 0.323043 loss_bbox_dn: 0.102069 loss_giou_dn: 0.345016 loss_class_aux_dn: 1.741083 loss_bbox_aux_dn: 0.620780 loss_giou_aux_dn: 1.953317 loss: 13.841917 eta: 42 days, 21:23:46 batch_cost: 1.1016 data_cost: 0.0013 ips: 7.2619 images/s
[08/10 07:38:43] ppdet.engine INFO: Epoch: [9] [42700/54024] learning_rate: 0.000100 loss_class: 0.682227 loss_bbox: 0.107867 loss_giou: 0.488684 loss_class_aux: 4.204146 loss_bbox_aux: 0.714954 loss_giou_aux: 3.075189 loss_class_dn: 0.339038 loss_bbox_dn: 0.105187 loss_giou_dn: 0.371915 loss_class_aux_dn: 1.791748 loss_bbox_aux_dn: 0.642806 loss_giou_aux_dn: 2.138586 loss: 14.895936 eta: 42 days, 21:22:42 batch_cost: 1.1309 data_cost: 0.0012 ips: 7.0738 images/s
[08/10 07:40:41] ppdet.engine INFO: Epoch: [9] [42800/54024] learning_rate: 0.000100 loss_class: 0.683230 loss_bbox: 0.101863 loss_giou: 0.437663 loss_class_aux: 4.265191 loss_bbox_aux: 0.682119 loss_giou_aux: 2.766125 loss_class_dn: 0.329099 loss_bbox_dn: 0.100281 loss_giou_dn: 0.337180 loss_class_aux_dn: 1.807745 loss_bbox_aux_dn: 0.634583 loss_giou_aux_dn: 1.924623 loss: 13.816304 eta: 42 days, 21:21:49 batch_cost: 1.1373 data_cost: 0.0013 ips: 7.0345 images/s
[08/10 07:42:29] ppdet.engine INFO: Epoch: [9] [42900/54024] learning_rate: 0.000100 loss_class: 0.708019 loss_bbox: 0.121789 loss_giou: 0.482708 loss_class_aux: 4.314195 loss_bbox_aux: 0.784934 loss_giou_aux: 3.040340 loss_class_dn: 0.347376 loss_bbox_dn: 0.114179 loss_giou_dn: 0.380139 loss_class_aux_dn: 1.848111 loss_bbox_aux_dn: 0.721768 loss_giou_aux_dn: 2.163645 loss: 15.275962 eta: 42 days, 21:18:04 batch_cost: 1.0326 data_cost: 0.0012 ips: 7.7471 images/s
[08/10 07:44:21] ppdet.engine INFO: Epoch: [9] [43000/54024] learning_rate: 0.000100 loss_class: 0.663858 loss_bbox: 0.106226 loss_giou: 0.516097 loss_class_aux: 4.172364 loss_bbox_aux: 0.707741 loss_giou_aux: 3.204911 loss_class_dn: 0.341991 loss_bbox_dn: 0.096754 loss_giou_dn: 0.372564 loss_class_aux_dn: 1.857281 loss_bbox_aux_dn: 0.599219 loss_giou_aux_dn: 2.162582 loss: 14.881994 eta: 42 days, 21:15:13 batch_cost: 1.0657 data_cost: 0.0046 ips: 7.5070 images/s
[08/10 07:46:16] ppdet.engine INFO: Epoch: [9] [43100/54024] learning_rate: 0.000100 loss_class: 0.706240 loss_bbox: 0.113904 loss_giou: 0.505635 loss_class_aux: 4.449273 loss_bbox_aux: 0.744658 loss_giou_aux: 3.187756 loss_class_dn: 0.352492 loss_bbox_dn: 0.110894 loss_giou_dn: 0.384705 loss_class_aux_dn: 1.906349 loss_bbox_aux_dn: 0.680717 loss_giou_aux_dn: 2.231154 loss: 15.272284 eta: 42 days, 21:13:12 batch_cost: 1.0959 data_cost: 0.0013 ips: 7.3001 images/s
[08/10 07:48:05] ppdet.engine INFO: Epoch: [9] [43200/54024] learning_rate: 0.000100 loss_class: 0.648013 loss_bbox: 0.104561 loss_giou: 0.494723 loss_class_aux: 4.077862 loss_bbox_aux: 0.686378 loss_giou_aux: 3.119084 loss_class_dn: 0.332707 loss_bbox_dn: 0.096635 loss_giou_dn: 0.381506 loss_class_aux_dn: 1.789251 loss_bbox_aux_dn: 0.616157 loss_giou_aux_dn: 2.192862 loss: 14.574547 eta: 42 days, 21:09:47 batch_cost: 1.0452 data_cost: 0.0012 ips: 7.6540 images/s
[08/10 07:49:58] ppdet.engine INFO: Epoch: [9] [43300/54024] learning_rate: 0.000100 loss_class: 0.713462 loss_bbox: 0.112739 loss_giou: 0.527887 loss_class_aux: 4.489264 loss_bbox_aux: 0.727996 loss_giou_aux: 3.309226 loss_class_dn: 0.354543 loss_bbox_dn: 0.102169 loss_giou_dn: 0.394231 loss_class_aux_dn: 1.919982 loss_bbox_aux_dn: 0.625252 loss_giou_aux_dn: 2.240374 loss: 15.873324 eta: 42 days, 21:07:18 batch_cost: 1.0784 data_cost: 0.0013 ips: 7.4187 images/s
[08/10 07:51:56] ppdet.engine INFO: Epoch: [9] [43400/54024] learning_rate: 0.000100 loss_class: 0.671313 loss_bbox: 0.101680 loss_giou: 0.506190 loss_class_aux: 4.201940 loss_bbox_aux: 0.666916 loss_giou_aux: 3.203407 loss_class_dn: 0.356038 loss_bbox_dn: 0.095572 loss_giou_dn: 0.377857 loss_class_aux_dn: 1.930597 loss_bbox_aux_dn: 0.584728 loss_giou_aux_dn: 2.186501 loss: 15.286234 eta: 42 days, 21:06:07 batch_cost: 1.1270 data_cost: 0.0393 ips: 7.0982 images/s
[08/10 07:53:48] ppdet.engine INFO: Epoch: [9] [43500/54024] learning_rate: 0.000100 loss_class: 0.717392 loss_bbox: 0.114923 loss_giou: 0.508597 loss_class_aux: 4.467288 loss_bbox_aux: 0.752619 loss_giou_aux: 3.255428 loss_class_dn: 0.370663 loss_bbox_dn: 0.102107 loss_giou_dn: 0.394411 loss_class_aux_dn: 1.976350 loss_bbox_aux_dn: 0.648250 loss_giou_aux_dn: 2.247795 loss: 16.216240 eta: 42 days, 21:03:27 batch_cost: 1.0717 data_cost: 0.0013 ips: 7.4649 images/s
[08/10 07:55:42] ppdet.engine INFO: Epoch: [9] [43600/54024] learning_rate: 0.000100 loss_class: 0.656520 loss_bbox: 0.096792 loss_giou: 0.459368 loss_class_aux: 4.065666 loss_bbox_aux: 0.650428 loss_giou_aux: 2.916124 loss_class_dn: 0.319475 loss_bbox_dn: 0.092172 loss_giou_dn: 0.336669 loss_class_aux_dn: 1.717212 loss_bbox_aux_dn: 0.572027 loss_giou_aux_dn: 1.939863 loss: 14.005437 eta: 42 days, 21:01:05 batch_cost: 1.0832 data_cost: 0.0012 ips: 7.3855 images/s
[08/10 07:57:36] ppdet.engine INFO: Epoch: [9] [43700/54024] learning_rate: 0.000100 loss_class: 0.724984 loss_bbox: 0.104799 loss_giou: 0.502227 loss_class_aux: 4.465035 loss_bbox_aux: 0.705233 loss_giou_aux: 3.053691 loss_class_dn: 0.342786 loss_bbox_dn: 0.095003 loss_giou_dn: 0.379059 loss_class_aux_dn: 1.869644 loss_bbox_aux_dn: 0.598532 loss_giou_aux_dn: 2.150797 loss: 15.030116 eta: 42 days, 20:58:51 batch_cost: 1.0882 data_cost: 0.0013 ips: 7.3519 images/s
[08/10 07:59:26] ppdet.engine INFO: Epoch: [9] [43800/54024] learning_rate: 0.000100 loss_class: 0.680009 loss_bbox: 0.110742 loss_giou: 0.458371 loss_class_aux: 4.260652 loss_bbox_aux: 0.703008 loss_giou_aux: 2.863021 loss_class_dn: 0.332814 loss_bbox_dn: 0.103801 loss_giou_dn: 0.351503 loss_class_aux_dn: 1.813124 loss_bbox_aux_dn: 0.657095 loss_giou_aux_dn: 2.017550 loss: 14.697486 eta: 42 days, 20:55:34 batch_cost: 1.0493 data_cost: 0.0013 ips: 7.6238 images/s
[08/10 08:01:22] ppdet.engine INFO: Epoch: [9] [43900/54024] learning_rate: 0.000100 loss_class: 0.671251 loss_bbox: 0.102801 loss_giou: 0.461077 loss_class_aux: 4.129994 loss_bbox_aux: 0.681690 loss_giou_aux: 2.871149 loss_class_dn: 0.336568 loss_bbox_dn: 0.094050 loss_giou_dn: 0.353718 loss_class_aux_dn: 1.829201 loss_bbox_aux_dn: 0.585558 loss_giou_aux_dn: 2.052729 loss: 14.577722 eta: 42 days, 20:54:03 batch_cost: 1.1141 data_cost: 0.0013 ips: 7.1807 images/s
[08/10 08:03:15] ppdet.engine INFO: Epoch: [9] [44000/54024] learning_rate: 0.000100 loss_class: 0.710178 loss_bbox: 0.108109 loss_giou: 0.508252 loss_class_aux: 4.448123 loss_bbox_aux: 0.692052 loss_giou_aux: 3.119963 loss_class_dn: 0.343683 loss_bbox_dn: 0.104735 loss_giou_dn: 0.383975 loss_class_aux_dn: 1.854806 loss_bbox_aux_dn: 0.648622 loss_giou_aux_dn: 2.163551 loss: 15.218966 eta: 42 days, 20:51:27 batch_cost: 1.0746 data_cost: 0.0012 ips: 7.4444 images/s
[08/10 08:05:07] ppdet.engine INFO: Epoch: [9] [44100/54024] learning_rate: 0.000100 loss_class: 0.711497 loss_bbox: 0.107923 loss_giou: 0.508965 loss_class_aux: 4.459866 loss_bbox_aux: 0.706813 loss_giou_aux: 3.154010 loss_class_dn: 0.349660 loss_bbox_dn: 0.098508 loss_giou_dn: 0.373431 loss_class_aux_dn: 1.935848 loss_bbox_aux_dn: 0.619513 loss_giou_aux_dn: 2.173542 loss: 15.491468 eta: 42 days, 20:48:38 batch_cost: 1.0666 data_cost: 0.0058 ips: 7.5005 images/s
[08/10 08:07:01] ppdet.engine INFO: Epoch: [9] [44200/54024] learning_rate: 0.000100 loss_class: 0.664809 loss_bbox: 0.097583 loss_giou: 0.453416 loss_class_aux: 4.166167 loss_bbox_aux: 0.629541 loss_giou_aux: 2.863299 loss_class_dn: 0.337248 loss_bbox_dn: 0.090817 loss_giou_dn: 0.357339 loss_class_aux_dn: 1.822431 loss_bbox_aux_dn: 0.559712 loss_giou_aux_dn: 2.066810 loss: 14.479648 eta: 42 days, 20:46:30 batch_cost: 1.0914 data_cost: 0.0013 ips: 7.3302 images/s
[08/10 08:08:50] ppdet.engine INFO: Epoch: [9] [44300/54024] learning_rate: 0.000100 loss_class: 0.724281 loss_bbox: 0.117519 loss_giou: 0.540721 loss_class_aux: 4.562021 loss_bbox_aux: 0.748476 loss_giou_aux: 3.362230 loss_class_dn: 0.362439 loss_bbox_dn: 0.098764 loss_giou_dn: 0.380142 loss_class_aux_dn: 1.996094 loss_bbox_aux_dn: 0.623620 loss_giou_aux_dn: 2.214631 loss: 16.043484 eta: 42 days, 20:43:07 batch_cost: 1.0458 data_cost: 0.0012 ips: 7.6495 images/s
[08/10 08:10:50] ppdet.engine INFO: Epoch: [9] [44400/54024] learning_rate: 0.000100 loss_class: 0.711607 loss_bbox: 0.109141 loss_giou: 0.465654 loss_class_aux: 4.484508 loss_bbox_aux: 0.690854 loss_giou_aux: 2.941702 loss_class_dn: 0.344036 loss_bbox_dn: 0.096788 loss_giou_dn: 0.361994 loss_class_aux_dn: 1.873274 loss_bbox_aux_dn: 0.600286 loss_giou_aux_dn: 2.106702 loss: 14.855664 eta: 42 days, 20:42:23 batch_cost: 1.1428 data_cost: 0.0012 ips: 7.0004 images/s
[08/10 08:12:44] ppdet.engine INFO: Epoch: [9] [44500/54024] learning_rate: 0.000100 loss_class: 0.653591 loss_bbox: 0.103318 loss_giou: 0.483627 loss_class_aux: 4.071384 loss_bbox_aux: 0.685118 loss_giou_aux: 3.025411 loss_class_dn: 0.342503 loss_bbox_dn: 0.095138 loss_giou_dn: 0.360871 loss_class_aux_dn: 1.861342 loss_bbox_aux_dn: 0.586983 loss_giou_aux_dn: 2.075448 loss: 14.464638 eta: 42 days, 20:40:20 batch_cost: 1.0951 data_cost: 0.0277 ips: 7.3056 images/s
[08/10 08:14:39] ppdet.engine INFO: Epoch: [9] [44600/54024] learning_rate: 0.000100 loss_class: 0.730177 loss_bbox: 0.115039 loss_giou: 0.495415 loss_class_aux: 4.569619 loss_bbox_aux: 0.734011 loss_giou_aux: 3.093300 loss_class_dn: 0.352296 loss_bbox_dn: 0.103371 loss_giou_dn: 0.367323 loss_class_aux_dn: 1.923968 loss_bbox_aux_dn: 0.680818 loss_giou_aux_dn: 2.108924 loss: 15.819275 eta: 42 days, 20:38:30 batch_cost: 1.1027 data_cost: 0.0013 ips: 7.2551 images/s
[08/10 08:16:31] ppdet.engine INFO: Epoch: [9] [44700/54024] learning_rate: 0.000100 loss_class: 0.646004 loss_bbox: 0.099176 loss_giou: 0.445137 loss_class_aux: 4.064241 loss_bbox_aux: 0.665441 loss_giou_aux: 2.824512 loss_class_dn: 0.332186 loss_bbox_dn: 0.099159 loss_giou_dn: 0.356767 loss_class_aux_dn: 1.805768 loss_bbox_aux_dn: 0.611265 loss_giou_aux_dn: 2.022537 loss: 14.356407 eta: 42 days, 20:35:43 batch_cost: 1.0673 data_cost: 0.0178 ips: 7.4958 images/s
[08/10 08:18:28] ppdet.engine INFO: Epoch: [9] [44800/54024] learning_rate: 0.000100 loss_class: 0.715286 loss_bbox: 0.112864 loss_giou: 0.531407 loss_class_aux: 4.435505 loss_bbox_aux: 0.711012 loss_giou_aux: 3.290468 loss_class_dn: 0.359444 loss_bbox_dn: 0.101071 loss_giou_dn: 0.393843 loss_class_aux_dn: 1.958753 loss_bbox_aux_dn: 0.634205 loss_giou_aux_dn: 2.258970 loss: 15.952614 eta: 42 days, 20:34:16 batch_cost: 1.1168 data_cost: 0.0187 ips: 7.1636 images/s
[08/10 08:20:20] ppdet.engine INFO: Epoch: [9] [44900/54024] learning_rate: 0.000100 loss_class: 0.723801 loss_bbox: 0.109358 loss_giou: 0.523261 loss_class_aux: 4.497907 loss_bbox_aux: 0.725252 loss_giou_aux: 3.258630 loss_class_dn: 0.370730 loss_bbox_dn: 0.102257 loss_giou_dn: 0.403844 loss_class_aux_dn: 1.991471 loss_bbox_aux_dn: 0.643086 loss_giou_aux_dn: 2.301227 loss: 15.905827 eta: 42 days, 20:31:37 batch_cost: 1.0723 data_cost: 0.0012 ips: 7.4604 images/s
[08/10 08:22:12] ppdet.engine INFO: Epoch: [9] [45000/54024] learning_rate: 0.000100 loss_class: 0.675255 loss_bbox: 0.107699 loss_giou: 0.539514 loss_class_aux: 4.324832 loss_bbox_aux: 0.695576 loss_giou_aux: 3.304248 loss_class_dn: 0.359884 loss_bbox_dn: 0.096567 loss_giou_dn: 0.396591 loss_class_aux_dn: 1.948056 loss_bbox_aux_dn: 0.596720 loss_giou_aux_dn: 2.235542 loss: 15.725254 eta: 42 days, 20:28:54 batch_cost: 1.0704 data_cost: 0.0013 ips: 7.4742 images/s
[08/10 08:24:09] ppdet.engine INFO: Epoch: [9] [45100/54024] learning_rate: 0.000100 loss_class: 0.709496 loss_bbox: 0.106031 loss_giou: 0.453076 loss_class_aux: 4.400846 loss_bbox_aux: 0.694095 loss_giou_aux: 2.860904 loss_class_dn: 0.337048 loss_bbox_dn: 0.099687 loss_giou_dn: 0.346772 loss_class_aux_dn: 1.815795 loss_bbox_aux_dn: 0.614677 loss_giou_aux_dn: 2.007803 loss: 14.436483 eta: 42 days, 20:27:19 batch_cost: 1.1113 data_cost: 0.0486 ips: 7.1989 images/s
[08/10 08:26:03] ppdet.engine INFO: Epoch: [9] [45200/54024] learning_rate: 0.000100 loss_class: 0.705894 loss_bbox: 0.106252 loss_giou: 0.466823 loss_class_aux: 4.373940 loss_bbox_aux: 0.698205 loss_giou_aux: 2.982717 loss_class_dn: 0.336396 loss_bbox_dn: 0.104252 loss_giou_dn: 0.369912 loss_class_aux_dn: 1.874066 loss_bbox_aux_dn: 0.653571 loss_giou_aux_dn: 2.114769 loss: 14.999674 eta: 42 days, 20:25:05 batch_cost: 1.0883 data_cost: 0.0012 ips: 7.3507 images/s
[08/10 08:27:59] ppdet.engine INFO: Epoch: [9] [45300/54024] learning_rate: 0.000100 loss_class: 0.658503 loss_bbox: 0.100827 loss_giou: 0.486082 loss_class_aux: 4.097804 loss_bbox_aux: 0.665239 loss_giou_aux: 2.992324 loss_class_dn: 0.340794 loss_bbox_dn: 0.091298 loss_giou_dn: 0.356683 loss_class_aux_dn: 1.856391 loss_bbox_aux_dn: 0.574115 loss_giou_aux_dn: 2.060185 loss: 14.340899 eta: 42 days, 20:23:33 batch_cost: 1.1137 data_cost: 0.0012 ips: 7.1831 images/s
[08/10 08:29:53] ppdet.engine INFO: Epoch: [9] [45400/54024] learning_rate: 0.000100 loss_class: 0.666002 loss_bbox: 0.109149 loss_giou: 0.513833 loss_class_aux: 4.195920 loss_bbox_aux: 0.705047 loss_giou_aux: 3.147597 loss_class_dn: 0.346591 loss_bbox_dn: 0.094980 loss_giou_dn: 0.359509 loss_class_aux_dn: 1.869671 loss_bbox_aux_dn: 0.597038 loss_giou_aux_dn: 2.124735 loss: 14.973701 eta: 42 days, 20:21:21 batch_cost: 1.0888 data_cost: 0.0012 ips: 7.3472 images/s
[08/10 08:31:51] ppdet.engine INFO: Epoch: [9] [45500/54024] learning_rate: 0.000100 loss_class: 0.669422 loss_bbox: 0.112330 loss_giou: 0.510581 loss_class_aux: 4.166277 loss_bbox_aux: 0.734949 loss_giou_aux: 3.170211 loss_class_dn: 0.345516 loss_bbox_dn: 0.100859 loss_giou_dn: 0.381309 loss_class_aux_dn: 1.859626 loss_bbox_aux_dn: 0.619247 loss_giou_aux_dn: 2.167843 loss: 15.110264 eta: 42 days, 20:20:09 batch_cost: 1.1259 data_cost: 0.0422 ips: 7.1057 images/s
[08/10 08:33:43] ppdet.engine INFO: Epoch: [9] [45600/54024] learning_rate: 0.000100 loss_class: 0.713854 loss_bbox: 0.105656 loss_giou: 0.525521 loss_class_aux: 4.428950 loss_bbox_aux: 0.722221 loss_giou_aux: 3.254240 loss_class_dn: 0.364034 loss_bbox_dn: 0.102331 loss_giou_dn: 0.394071 loss_class_aux_dn: 1.959316 loss_bbox_aux_dn: 0.636140 loss_giou_aux_dn: 2.252219 loss: 15.596988 eta: 42 days, 20:17:34 batch_cost: 1.0747 data_cost: 0.0017 ips: 7.4438 images/s
[08/10 08:35:35] ppdet.engine INFO: Epoch: [9] [45700/54024] learning_rate: 0.000100 loss_class: 0.700059 loss_bbox: 0.113091 loss_giou: 0.533699 loss_class_aux: 4.309158 loss_bbox_aux: 0.735998 loss_giou_aux: 3.319660 loss_class_dn: 0.349074 loss_bbox_dn: 0.102182 loss_giou_dn: 0.395775 loss_class_aux_dn: 1.926842 loss_bbox_aux_dn: 0.639228 loss_giou_aux_dn: 2.258056 loss: 15.369805 eta: 42 days, 20:14:45 batch_cost: 1.0660 data_cost: 0.0012 ips: 7.5045 images/s
[08/10 08:37:31] ppdet.engine INFO: Epoch: [9] [45800/54024] learning_rate: 0.000100 loss_class: 0.696161 loss_bbox: 0.100990 loss_giou: 0.434847 loss_class_aux: 4.374670 loss_bbox_aux: 0.655745 loss_giou_aux: 2.753524 loss_class_dn: 0.344766 loss_bbox_dn: 0.095283 loss_giou_dn: 0.347656 loss_class_aux_dn: 1.868857 loss_bbox_aux_dn: 0.597026 loss_giou_aux_dn: 1.993259 loss: 14.664149 eta: 42 days, 20:13:06 batch_cost: 1.1096 data_cost: 0.0013 ips: 7.2097 images/s
[08/10 08:39:35] ppdet.engine INFO: Epoch: [9] [45900/54024] learning_rate: 0.000100 loss_class: 0.711151 loss_bbox: 0.115919 loss_giou: 0.470636 loss_class_aux: 4.441619 loss_bbox_aux: 0.740567 loss_giou_aux: 2.923652 loss_class_dn: 0.338833 loss_bbox_dn: 0.106378 loss_giou_dn: 0.374734 loss_class_aux_dn: 1.864656 loss_bbox_aux_dn: 0.654221 loss_giou_aux_dn: 2.151782 loss: 14.915712 eta: 42 days, 20:13:41 batch_cost: 1.1922 data_cost: 0.0457 ips: 6.7101 images/s
[08/10 08:41:28] ppdet.engine INFO: Epoch: [9] [46000/54024] learning_rate: 0.000100 loss_class: 0.688294 loss_bbox: 0.103750 loss_giou: 0.496780 loss_class_aux: 4.269354 loss_bbox_aux: 0.677608 loss_giou_aux: 3.110986 loss_class_dn: 0.337745 loss_bbox_dn: 0.092629 loss_giou_dn: 0.371785 loss_class_aux_dn: 1.858975 loss_bbox_aux_dn: 0.575619 loss_giou_aux_dn: 2.105392 loss: 14.955993 eta: 42 days, 20:11:13 batch_cost: 1.0790 data_cost: 0.0013 ips: 7.4141 images/s
[08/10 08:43:31] ppdet.engine INFO: Epoch: [9] [46100/54024] learning_rate: 0.000100 loss_class: 0.698749 loss_bbox: 0.109068 loss_giou: 0.487015 loss_class_aux: 4.359123 loss_bbox_aux: 0.712169 loss_giou_aux: 3.035925 loss_class_dn: 0.334504 loss_bbox_dn: 0.104546 loss_giou_dn: 0.363138 loss_class_aux_dn: 1.810450 loss_bbox_aux_dn: 0.642421 loss_giou_aux_dn: 2.097020 loss: 14.691257 eta: 42 days, 20:11:28 batch_cost: 1.1800 data_cost: 0.0012 ips: 6.7797 images/s
[08/10 08:45:23] ppdet.engine INFO: Epoch: [9] [46200/54024] learning_rate: 0.000100 loss_class: 0.746017 loss_bbox: 0.109959 loss_giou: 0.511534 loss_class_aux: 4.665554 loss_bbox_aux: 0.723371 loss_giou_aux: 3.161875 loss_class_dn: 0.365320 loss_bbox_dn: 0.101508 loss_giou_dn: 0.390960 loss_class_aux_dn: 1.983774 loss_bbox_aux_dn: 0.628718 loss_giou_aux_dn: 2.292405 loss: 16.306511 eta: 42 days, 20:08:53 batch_cost: 1.0746 data_cost: 0.0014 ips: 7.4443 images/s
[08/10 08:47:17] ppdet.engine INFO: Epoch: [9] [46300/54024] learning_rate: 0.000100 loss_class: 0.692955 loss_bbox: 0.098292 loss_giou: 0.467006 loss_class_aux: 4.262028 loss_bbox_aux: 0.628096 loss_giou_aux: 2.861836 loss_class_dn: 0.337312 loss_bbox_dn: 0.090758 loss_giou_dn: 0.362393 loss_class_aux_dn: 1.812202 loss_bbox_aux_dn: 0.558208 loss_giou_aux_dn: 2.106142 loss: 14.444787 eta: 42 days, 20:06:36 batch_cost: 1.0864 data_cost: 0.0012 ips: 7.3636 images/s
[08/10 08:49:12] ppdet.engine INFO: Epoch: [9] [46400/54024] learning_rate: 0.000100 loss_class: 0.700682 loss_bbox: 0.105995 loss_giou: 0.467714 loss_class_aux: 4.374845 loss_bbox_aux: 0.708078 loss_giou_aux: 2.905894 loss_class_dn: 0.344559 loss_bbox_dn: 0.098284 loss_giou_dn: 0.368134 loss_class_aux_dn: 1.871755 loss_bbox_aux_dn: 0.634644 loss_giou_aux_dn: 2.094429 loss: 14.471375 eta: 42 days, 20:04:41 batch_cost: 1.0993 data_cost: 0.0013 ips: 7.2775 images/s
[08/10 08:51:07] ppdet.engine INFO: Epoch: [9] [46500/54024] learning_rate: 0.000100 loss_class: 0.664923 loss_bbox: 0.109006 loss_giou: 0.453060 loss_class_aux: 4.133454 loss_bbox_aux: 0.705102 loss_giou_aux: 2.784831 loss_class_dn: 0.326977 loss_bbox_dn: 0.091346 loss_giou_dn: 0.336656 loss_class_aux_dn: 1.769129 loss_bbox_aux_dn: 0.573112 loss_giou_aux_dn: 1.942763 loss: 14.458915 eta: 42 days, 20:02:47 batch_cost: 1.0999 data_cost: 0.0012 ips: 7.2733 images/s
[08/10 08:53:08] ppdet.engine INFO: Epoch: [9] [46600/54024] learning_rate: 0.000100 loss_class: 0.699113 loss_bbox: 0.109914 loss_giou: 0.524426 loss_class_aux: 4.388696 loss_bbox_aux: 0.701211 loss_giou_aux: 3.298346 loss_class_dn: 0.347658 loss_bbox_dn: 0.104190 loss_giou_dn: 0.402313 loss_class_aux_dn: 1.842334 loss_bbox_aux_dn: 0.635474 loss_giou_aux_dn: 2.259067 loss: 15.505562 eta: 42 days, 20:02:20 batch_cost: 1.1542 data_cost: 0.0658 ips: 6.9315 images/s
[08/10 08:55:03] ppdet.engine INFO: Epoch: [9] [46700/54024] learning_rate: 0.000100 loss_class: 0.646042 loss_bbox: 0.103502 loss_giou: 0.490657 loss_class_aux: 4.006479 loss_bbox_aux: 0.683314 loss_giou_aux: 3.106616 loss_class_dn: 0.344192 loss_bbox_dn: 0.099956 loss_giou_dn: 0.378724 loss_class_aux_dn: 1.844825 loss_bbox_aux_dn: 0.611395 loss_giou_aux_dn: 2.162545 loss: 14.920427 eta: 42 days, 20:00:29 batch_cost: 1.1020 data_cost: 0.0012 ips: 7.2598 images/s
[08/10 08:56:53] ppdet.engine INFO: Epoch: [9] [46800/54024] learning_rate: 0.000100 loss_class: 0.650917 loss_bbox: 0.108966 loss_giou: 0.468344 loss_class_aux: 4.033194 loss_bbox_aux: 0.700190 loss_giou_aux: 2.933447 loss_class_dn: 0.322887 loss_bbox_dn: 0.098932 loss_giou_dn: 0.369632 loss_class_aux_dn: 1.758796 loss_bbox_aux_dn: 0.609012 loss_giou_aux_dn: 2.116948 loss: 14.268039 eta: 42 days, 19:57:17 batch_cost: 1.0519 data_cost: 0.0012 ips: 7.6052 images/s
[08/10 08:58:50] ppdet.engine INFO: Epoch: [9] [46900/54024] learning_rate: 0.000100 loss_class: 0.694947 loss_bbox: 0.108486 loss_giou: 0.463054 loss_class_aux: 4.331690 loss_bbox_aux: 0.699295 loss_giou_aux: 2.888221 loss_class_dn: 0.336943 loss_bbox_dn: 0.102666 loss_giou_dn: 0.361392 loss_class_aux_dn: 1.846639 loss_bbox_aux_dn: 0.622960 loss_giou_aux_dn: 2.072175 loss: 14.584754 eta: 42 days, 19:55:44 batch_cost: 1.1133 data_cost: 0.0015 ips: 7.1860 images/s
[08/10 09:01:02] ppdet.engine INFO: Epoch: [9] [47000/54024] learning_rate: 0.000100 loss_class: 0.663435 loss_bbox: 0.100983 loss_giou: 0.471616 loss_class_aux: 4.084349 loss_bbox_aux: 0.680853 loss_giou_aux: 2.947829 loss_class_dn: 0.328233 loss_bbox_dn: 0.097041 loss_giou_dn: 0.359662 loss_class_aux_dn: 1.755888 loss_bbox_aux_dn: 0.616917 loss_giou_aux_dn: 2.055152 loss: 14.234070 eta: 42 days, 19:58:21 batch_cost: 1.2691 data_cost: 0.1448 ips: 6.3038 images/s
[08/10 09:02:57] ppdet.engine INFO: Epoch: [9] [47100/54024] learning_rate: 0.000100 loss_class: 0.692774 loss_bbox: 0.107432 loss_giou: 0.516418 loss_class_aux: 4.277727 loss_bbox_aux: 0.700238 loss_giou_aux: 3.195599 loss_class_dn: 0.339252 loss_bbox_dn: 0.098917 loss_giou_dn: 0.398456 loss_class_aux_dn: 1.827986 loss_bbox_aux_dn: 0.599252 loss_giou_aux_dn: 2.266953 loss: 15.275604 eta: 42 days, 19:56:38 batch_cost: 1.1066 data_cost: 0.0013 ips: 7.2295 images/s
[08/10 09:04:55] ppdet.engine INFO: Epoch: [9] [47200/54024] learning_rate: 0.000100 loss_class: 0.727425 loss_bbox: 0.101643 loss_giou: 0.499124 loss_class_aux: 4.530205 loss_bbox_aux: 0.680355 loss_giou_aux: 3.106271 loss_class_dn: 0.347613 loss_bbox_dn: 0.102520 loss_giou_dn: 0.368938 loss_class_aux_dn: 1.862348 loss_bbox_aux_dn: 0.621391 loss_giou_aux_dn: 2.118170 loss: 15.039391 eta: 42 days, 19:55:34 batch_cost: 1.1316 data_cost: 0.0013 ips: 7.0699 images/s
[08/10 09:07:01] ppdet.engine INFO: Epoch: [9] [47300/54024] learning_rate: 0.000100 loss_class: 0.695428 loss_bbox: 0.114390 loss_giou: 0.477516 loss_class_aux: 4.198025 loss_bbox_aux: 0.738141 loss_giou_aux: 3.038304 loss_class_dn: 0.339772 loss_bbox_dn: 0.100623 loss_giou_dn: 0.359932 loss_class_aux_dn: 1.794120 loss_bbox_aux_dn: 0.624147 loss_giou_aux_dn: 2.062687 loss: 14.745279 eta: 42 days, 19:56:30 batch_cost: 1.2065 data_cost: 0.0013 ips: 6.6307 images/s
[08/10 09:08:56] ppdet.engine INFO: Epoch: [9] [47400/54024] learning_rate: 0.000100 loss_class: 0.683957 loss_bbox: 0.103339 loss_giou: 0.465865 loss_class_aux: 4.199786 loss_bbox_aux: 0.680728 loss_giou_aux: 2.890522 loss_class_dn: 0.326333 loss_bbox_dn: 0.096334 loss_giou_dn: 0.355838 loss_class_aux_dn: 1.750671 loss_bbox_aux_dn: 0.587257 loss_giou_aux_dn: 2.036567 loss: 13.877081 eta: 42 days, 19:54:31 batch_cost: 1.0968 data_cost: 0.0012 ips: 7.2939 images/s
[08/10 09:10:49] ppdet.engine INFO: Epoch: [9] [47500/54024] learning_rate: 0.000100 loss_class: 0.691114 loss_bbox: 0.109346 loss_giou: 0.503374 loss_class_aux: 4.277831 loss_bbox_aux: 0.725113 loss_giou_aux: 3.173523 loss_class_dn: 0.363306 loss_bbox_dn: 0.101701 loss_giou_dn: 0.396701 loss_class_aux_dn: 1.962380 loss_bbox_aux_dn: 0.614423 loss_giou_aux_dn: 2.253547 loss: 15.997666 eta: 42 days, 19:51:52 batch_cost: 1.0727 data_cost: 0.0013 ips: 7.4581 images/s
[08/10 09:12:39] ppdet.engine INFO: Epoch: [9] [47600/54024] learning_rate: 0.000100 loss_class: 0.683561 loss_bbox: 0.109691 loss_giou: 0.477816 loss_class_aux: 4.191527 loss_bbox_aux: 0.706473 loss_giou_aux: 3.012062 loss_class_dn: 0.343247 loss_bbox_dn: 0.099861 loss_giou_dn: 0.378227 loss_class_aux_dn: 1.837267 loss_bbox_aux_dn: 0.616232 loss_giou_aux_dn: 2.171515 loss: 15.102316 eta: 42 days, 19:48:42 batch_cost: 1.0524 data_cost: 0.0012 ips: 7.6018 images/s
[08/10 09:14:30] ppdet.engine INFO: Epoch: [9] [47700/54024] learning_rate: 0.000100 loss_class: 0.741932 loss_bbox: 0.112116 loss_giou: 0.506810 loss_class_aux: 4.613598 loss_bbox_aux: 0.724648 loss_giou_aux: 3.168676 loss_class_dn: 0.354739 loss_bbox_dn: 0.104115 loss_giou_dn: 0.395540 loss_class_aux_dn: 1.953052 loss_bbox_aux_dn: 0.654557 loss_giou_aux_dn: 2.224252 loss: 15.772990 eta: 42 days, 19:45:41 batch_cost: 1.0586 data_cost: 0.0013 ips: 7.5568 images/s
[08/10 09:16:23] ppdet.engine INFO: Epoch: [9] [47800/54024] learning_rate: 0.000100 loss_class: 0.697703 loss_bbox: 0.112055 loss_giou: 0.544344 loss_class_aux: 4.323736 loss_bbox_aux: 0.716549 loss_giou_aux: 3.404747 loss_class_dn: 0.359008 loss_bbox_dn: 0.101325 loss_giou_dn: 0.410710 loss_class_aux_dn: 1.891631 loss_bbox_aux_dn: 0.631227 loss_giou_aux_dn: 2.330073 loss: 15.971885 eta: 42 days, 19:43:19 batch_cost: 1.0826 data_cost: 0.0108 ips: 7.3899 images/s
[08/10 09:18:15] ppdet.engine INFO: Epoch: [9] [47900/54024] learning_rate: 0.000100 loss_class: 0.691406 loss_bbox: 0.108289 loss_giou: 0.477779 loss_class_aux: 4.288641 loss_bbox_aux: 0.697790 loss_giou_aux: 3.014001 loss_class_dn: 0.335931 loss_bbox_dn: 0.101605 loss_giou_dn: 0.362022 loss_class_aux_dn: 1.808927 loss_bbox_aux_dn: 0.649140 loss_giou_aux_dn: 2.046134 loss: 14.461933 eta: 42 days, 19:40:34 batch_cost: 1.0684 data_cost: 0.0013 ips: 7.4881 images/s
[08/10 09:20:38] ppdet.engine INFO: Epoch: [9] [48000/54024] learning_rate: 0.000100 loss_class: 0.679118 loss_bbox: 0.109770 loss_giou: 0.515456 loss_class_aux: 4.268322 loss_bbox_aux: 0.723522 loss_giou_aux: 3.192121 loss_class_dn: 0.362412 loss_bbox_dn: 0.105112 loss_giou_dn: 0.406097 loss_class_aux_dn: 1.943682 loss_bbox_aux_dn: 0.631647 loss_giou_aux_dn: 2.304373 loss: 16.132193 eta: 42 days, 19:45:59 batch_cost: 1.3746 data_cost: 0.2481 ips: 5.8199 images/s
[08/10 09:22:34] ppdet.engine INFO: Epoch: [9] [48100/54024] learning_rate: 0.000100 loss_class: 0.733069 loss_bbox: 0.113196 loss_giou: 0.485355 loss_class_aux: 4.552177 loss_bbox_aux: 0.730892 loss_giou_aux: 3.068492 loss_class_dn: 0.356514 loss_bbox_dn: 0.114864 loss_giou_dn: 0.386587 loss_class_aux_dn: 1.955703 loss_bbox_aux_dn: 0.695233 loss_giou_aux_dn: 2.187009 loss: 15.629314 eta: 42 days, 19:44:19 batch_cost: 1.1096 data_cost: 0.0014 ips: 7.2098 images/s
[08/10 09:24:27] ppdet.engine INFO: Epoch: [9] [48200/54024] learning_rate: 0.000100 loss_class: 0.702503 loss_bbox: 0.112514 loss_giou: 0.497328 loss_class_aux: 4.373381 loss_bbox_aux: 0.720753 loss_giou_aux: 3.135317 loss_class_dn: 0.348013 loss_bbox_dn: 0.105992 loss_giou_dn: 0.365607 loss_class_aux_dn: 1.869103 loss_bbox_aux_dn: 0.632986 loss_giou_aux_dn: 2.125230 loss: 15.321783 eta: 42 days, 19:41:57 batch_cost: 1.0827 data_cost: 0.0208 ips: 7.3889 images/s
[08/10 09:26:24] ppdet.engine INFO: Epoch: [9] [48300/54024] learning_rate: 0.000100 loss_class: 0.699377 loss_bbox: 0.107184 loss_giou: 0.464794 loss_class_aux: 4.310669 loss_bbox_aux: 0.682310 loss_giou_aux: 2.888024 loss_class_dn: 0.335783 loss_bbox_dn: 0.100431 loss_giou_dn: 0.352238 loss_class_aux_dn: 1.842028 loss_bbox_aux_dn: 0.611676 loss_giou_aux_dn: 1.995762 loss: 14.673394 eta: 42 days, 19:40:40 batch_cost: 1.1236 data_cost: 0.0424 ips: 7.1200 images/s
[08/10 09:28:20] ppdet.engine INFO: Epoch: [9] [48400/54024] learning_rate: 0.000100 loss_class: 0.724141 loss_bbox: 0.113716 loss_giou: 0.516536 loss_class_aux: 4.451583 loss_bbox_aux: 0.741487 loss_giou_aux: 3.184792 loss_class_dn: 0.360941 loss_bbox_dn: 0.104439 loss_giou_dn: 0.411118 loss_class_aux_dn: 1.965988 loss_bbox_aux_dn: 0.639653 loss_giou_aux_dn: 2.333604 loss: 15.684561 eta: 42 days, 19:38:52 batch_cost: 1.1037 data_cost: 0.0012 ips: 7.2486 images/s
[08/10 09:30:29] ppdet.engine INFO: Epoch: [9] [48500/54024] learning_rate: 0.000100 loss_class: 0.707854 loss_bbox: 0.113115 loss_giou: 0.471140 loss_class_aux: 4.361250 loss_bbox_aux: 0.745970 loss_giou_aux: 2.933322 loss_class_dn: 0.346758 loss_bbox_dn: 0.104948 loss_giou_dn: 0.380938 loss_class_aux_dn: 1.872039 loss_bbox_aux_dn: 0.661703 loss_giou_aux_dn: 2.149775 loss: 15.215446 eta: 42 days, 19:40:37 batch_cost: 1.2378 data_cost: 0.0013 ips: 6.4629 images/s
[08/10 09:32:26] ppdet.engine INFO: Epoch: [9] [48600/54024] learning_rate: 0.000100 loss_class: 0.685303 loss_bbox: 0.117434 loss_giou: 0.501805 loss_class_aux: 4.226744 loss_bbox_aux: 0.753477 loss_giou_aux: 3.137744 loss_class_dn: 0.352035 loss_bbox_dn: 0.097829 loss_giou_dn: 0.399462 loss_class_aux_dn: 1.884537 loss_bbox_aux_dn: 0.612873 loss_giou_aux_dn: 2.290970 loss: 15.282622 eta: 42 days, 19:39:21 batch_cost: 1.1242 data_cost: 0.0012 ips: 7.1159 images/s
[08/10 09:34:28] ppdet.engine INFO: Epoch: [9] [48700/54024] learning_rate: 0.000100 loss_class: 0.720135 loss_bbox: 0.106862 loss_giou: 0.520288 loss_class_aux: 4.449671 loss_bbox_aux: 0.707564 loss_giou_aux: 3.252492 loss_class_dn: 0.339288 loss_bbox_dn: 0.100154 loss_giou_dn: 0.385134 loss_class_aux_dn: 1.865674 loss_bbox_aux_dn: 0.621273 loss_giou_aux_dn: 2.219703 loss: 15.247503 eta: 42 days, 19:39:15 batch_cost: 1.1683 data_cost: 0.0251 ips: 6.8474 images/s
[08/10 09:36:21] ppdet.engine INFO: Epoch: [9] [48800/54024] learning_rate: 0.000100 loss_class: 0.686765 loss_bbox: 0.114659 loss_giou: 0.503964 loss_class_aux: 4.263378 loss_bbox_aux: 0.717115 loss_giou_aux: 3.099926 loss_class_dn: 0.344375 loss_bbox_dn: 0.099233 loss_giou_dn: 0.383300 loss_class_aux_dn: 1.870121 loss_bbox_aux_dn: 0.589190 loss_giou_aux_dn: 2.180692 loss: 14.709812 eta: 42 days, 19:36:42 batch_cost: 1.0760 data_cost: 0.0140 ips: 7.4350 images/s
[08/10 09:38:13] ppdet.engine INFO: Epoch: [9] [48900/54024] learning_rate: 0.000100 loss_class: 0.701545 loss_bbox: 0.115135 loss_giou: 0.575643 loss_class_aux: 4.276812 loss_bbox_aux: 0.736664 loss_giou_aux: 3.514457 loss_class_dn: 0.361881 loss_bbox_dn: 0.102549 loss_giou_dn: 0.416710 loss_class_aux_dn: 1.953222 loss_bbox_aux_dn: 0.625567 loss_giou_aux_dn: 2.393106 loss: 15.573311 eta: 42 days, 19:33:52 batch_cost: 1.0653 data_cost: 0.0022 ips: 7.5099 images/s
[08/10 09:40:12] ppdet.engine INFO: Epoch: [9] [49000/54024] learning_rate: 0.000100 loss_class: 0.639601 loss_bbox: 0.102351 loss_giou: 0.431030 loss_class_aux: 3.974676 loss_bbox_aux: 0.659543 loss_giou_aux: 2.697570 loss_class_dn: 0.312426 loss_bbox_dn: 0.094048 loss_giou_dn: 0.334967 loss_class_aux_dn: 1.704199 loss_bbox_aux_dn: 0.591747 loss_giou_aux_dn: 1.926254 loss: 13.647049 eta: 42 days, 19:33:05 batch_cost: 1.1424 data_cost: 0.0013 ips: 7.0027 images/s
[08/10 09:42:02] ppdet.engine INFO: Epoch: [9] [49100/54024] learning_rate: 0.000100 loss_class: 0.682790 loss_bbox: 0.114902 loss_giou: 0.469617 loss_class_aux: 4.247843 loss_bbox_aux: 0.730367 loss_giou_aux: 2.906369 loss_class_dn: 0.341338 loss_bbox_dn: 0.104108 loss_giou_dn: 0.358648 loss_class_aux_dn: 1.843630 loss_bbox_aux_dn: 0.637568 loss_giou_aux_dn: 2.062884 loss: 14.736945 eta: 42 days, 19:29:55 batch_cost: 1.0526 data_cost: 0.0012 ips: 7.6000 images/s
[08/10 09:43:57] ppdet.engine INFO: Epoch: [9] [49200/54024] learning_rate: 0.000100 loss_class: 0.687268 loss_bbox: 0.102711 loss_giou: 0.466176 loss_class_aux: 4.300597 loss_bbox_aux: 0.659040 loss_giou_aux: 2.882038 loss_class_dn: 0.346787 loss_bbox_dn: 0.098194 loss_giou_dn: 0.372402 loss_class_aux_dn: 1.880831 loss_bbox_aux_dn: 0.617388 loss_giou_aux_dn: 2.131959 loss: 14.833425 eta: 42 days, 19:27:57 batch_cost: 1.0980 data_cost: 0.0013 ips: 7.2860 images/s
[08/10 09:45:50] ppdet.engine INFO: Epoch: [9] [49300/54024] learning_rate: 0.000100 loss_class: 0.716674 loss_bbox: 0.104563 loss_giou: 0.486061 loss_class_aux: 4.443169 loss_bbox_aux: 0.695062 loss_giou_aux: 3.035955 loss_class_dn: 0.346974 loss_bbox_dn: 0.099559 loss_giou_dn: 0.368933 loss_class_aux_dn: 1.882947 loss_bbox_aux_dn: 0.618913 loss_giou_aux_dn: 2.159709 loss: 14.952060 eta: 42 days, 19:25:28 batch_cost: 1.0780 data_cost: 0.0012 ips: 7.4210 images/s
[08/10 09:47:43] ppdet.engine INFO: Epoch: [9] [49400/54024] learning_rate: 0.000100 loss_class: 0.688231 loss_bbox: 0.111677 loss_giou: 0.487598 loss_class_aux: 4.297966 loss_bbox_aux: 0.717419 loss_giou_aux: 3.021049 loss_class_dn: 0.337187 loss_bbox_dn: 0.101603 loss_giou_dn: 0.360931 loss_class_aux_dn: 1.832604 loss_bbox_aux_dn: 0.611133 loss_giou_aux_dn: 2.067551 loss: 14.930052 eta: 42 days, 19:22:47 batch_cost: 1.0709 data_cost: 0.0028 ips: 7.4702 images/s
[08/10 09:49:47] ppdet.engine INFO: Epoch: [9] [49500/54024] learning_rate: 0.000100 loss_class: 0.695387 loss_bbox: 0.117940 loss_giou: 0.496880 loss_class_aux: 4.340581 loss_bbox_aux: 0.750819 loss_giou_aux: 3.108665 loss_class_dn: 0.336995 loss_bbox_dn: 0.097963 loss_giou_dn: 0.383642 loss_class_aux_dn: 1.833212 loss_bbox_aux_dn: 0.635913 loss_giou_aux_dn: 2.182843 loss: 15.182123 eta: 42 days, 19:23:11 batch_cost: 1.1875 data_cost: 0.0013 ips: 6.7370 images/s
[08/10 09:51:37] ppdet.engine INFO: Epoch: [9] [49600/54024] learning_rate: 0.000100 loss_class: 0.704137 loss_bbox: 0.105081 loss_giou: 0.494306 loss_class_aux: 4.297863 loss_bbox_aux: 0.694820 loss_giou_aux: 3.089964 loss_class_dn: 0.356372 loss_bbox_dn: 0.101122 loss_giou_dn: 0.404520 loss_class_aux_dn: 1.921203 loss_bbox_aux_dn: 0.640916 loss_giou_aux_dn: 2.310775 loss: 15.334616 eta: 42 days, 19:20:01 batch_cost: 1.0519 data_cost: 0.0012 ips: 7.6051 images/s
[08/10 09:53:30] ppdet.engine INFO: Epoch: [9] [49700/54024] learning_rate: 0.000100 loss_class: 0.716799 loss_bbox: 0.112551 loss_giou: 0.515453 loss_class_aux: 4.487560 loss_bbox_aux: 0.734738 loss_giou_aux: 3.169814 loss_class_dn: 0.354197 loss_bbox_dn: 0.095945 loss_giou_dn: 0.379209 loss_class_aux_dn: 1.871676 loss_bbox_aux_dn: 0.606263 loss_giou_aux_dn: 2.174802 loss: 15.278993 eta: 42 days, 19:17:36 batch_cost: 1.0812 data_cost: 0.0012 ips: 7.3989 images/s
[08/10 09:55:24] ppdet.engine INFO: Epoch: [9] [49800/54024] learning_rate: 0.000100 loss_class: 0.692266 loss_bbox: 0.110410 loss_giou: 0.490471 loss_class_aux: 4.295880 loss_bbox_aux: 0.702400 loss_giou_aux: 3.011204 loss_class_dn: 0.347243 loss_bbox_dn: 0.097394 loss_giou_dn: 0.375850 loss_class_aux_dn: 1.884950 loss_bbox_aux_dn: 0.591253 loss_giou_aux_dn: 2.146237 loss: 15.284301 eta: 42 days, 19:15:13 batch_cost: 1.0821 data_cost: 0.0116 ips: 7.3933 images/s
[08/10 09:57:17] ppdet.engine INFO: Epoch: [9] [49900/54024] learning_rate: 0.000100 loss_class: 0.689282 loss_bbox: 0.113869 loss_giou: 0.489536 loss_class_aux: 4.281320 loss_bbox_aux: 0.734421 loss_giou_aux: 3.016234 loss_class_dn: 0.345645 loss_bbox_dn: 0.114873 loss_giou_dn: 0.386006 loss_class_aux_dn: 1.882736 loss_bbox_aux_dn: 0.702138 loss_giou_aux_dn: 2.201023 loss: 15.472396 eta: 42 days, 19:12:53 batch_cost: 1.0836 data_cost: 0.0013 ips: 7.3831 images/s
[08/10 09:59:36] ppdet.engine INFO: Epoch: [9] [50000/54024] learning_rate: 0.000100 loss_class: 0.726674 loss_bbox: 0.107215 loss_giou: 0.540480 loss_class_aux: 4.536003 loss_bbox_aux: 0.687972 loss_giou_aux: 3.329407 loss_class_dn: 0.361208 loss_bbox_dn: 0.099731 loss_giou_dn: 0.404336 loss_class_aux_dn: 1.970781 loss_bbox_aux_dn: 0.597236 loss_giou_aux_dn: 2.274428 loss: 15.903393 eta: 42 days, 19:17:08 batch_cost: 1.3339 data_cost: 0.0900 ips: 5.9973 images/s
[08/10 10:01:39] ppdet.engine INFO: Epoch: [9] [50100/54024] learning_rate: 0.000100 loss_class: 0.675792 loss_bbox: 0.105405 loss_giou: 0.490503 loss_class_aux: 4.164638 loss_bbox_aux: 0.711813 loss_giou_aux: 3.091821 loss_class_dn: 0.333180 loss_bbox_dn: 0.089832 loss_giou_dn: 0.369426 loss_class_aux_dn: 1.787243 loss_bbox_aux_dn: 0.569283 loss_giou_aux_dn: 2.145823 loss: 14.634269 eta: 42 days, 19:17:19 batch_cost: 1.1796 data_cost: 0.0013 ips: 6.7821 images/s
[08/10 10:03:31] ppdet.engine INFO: Epoch: [9] [50200/54024] learning_rate: 0.000100 loss_class: 0.699009 loss_bbox: 0.109526 loss_giou: 0.538650 loss_class_aux: 4.284066 loss_bbox_aux: 0.726164 loss_giou_aux: 3.353756 loss_class_dn: 0.360022 loss_bbox_dn: 0.098930 loss_giou_dn: 0.390863 loss_class_aux_dn: 1.959304 loss_bbox_aux_dn: 0.627285 loss_giou_aux_dn: 2.203722 loss: 15.520314 eta: 42 days, 19:14:38 batch_cost: 1.0706 data_cost: 0.0013 ips: 7.4724 images/s
[08/10 10:05:25] ppdet.engine INFO: Epoch: [9] [50300/54024] learning_rate: 0.000100 loss_class: 0.719357 loss_bbox: 0.111772 loss_giou: 0.516852 loss_class_aux: 4.475578 loss_bbox_aux: 0.742016 loss_giou_aux: 3.224094 loss_class_dn: 0.354963 loss_bbox_dn: 0.104729 loss_giou_dn: 0.389998 loss_class_aux_dn: 1.913983 loss_bbox_aux_dn: 0.635946 loss_giou_aux_dn: 2.229108 loss: 15.721694 eta: 42 days, 19:12:22 batch_cost: 1.0865 data_cost: 0.0012 ips: 7.3631 images/s
[08/10 10:07:21] ppdet.engine INFO: Epoch: [9] [50400/54024] learning_rate: 0.000100 loss_class: 0.715565 loss_bbox: 0.107286 loss_giou: 0.494552 loss_class_aux: 4.408394 loss_bbox_aux: 0.686455 loss_giou_aux: 3.113932 loss_class_dn: 0.353960 loss_bbox_dn: 0.091648 loss_giou_dn: 0.378381 loss_class_aux_dn: 1.912878 loss_bbox_aux_dn: 0.591001 loss_giou_aux_dn: 2.119832 loss: 15.255974 eta: 42 days, 19:10:43 batch_cost: 1.1099 data_cost: 0.0020 ips: 7.2080 images/s
[08/10 10:09:15] ppdet.engine INFO: Epoch: [9] [50500/54024] learning_rate: 0.000100 loss_class: 0.687574 loss_bbox: 0.104071 loss_giou: 0.527329 loss_class_aux: 4.171643 loss_bbox_aux: 0.672662 loss_giou_aux: 3.244973 loss_class_dn: 0.352285 loss_bbox_dn: 0.095040 loss_giou_dn: 0.377117 loss_class_aux_dn: 1.928552 loss_bbox_aux_dn: 0.584342 loss_giou_aux_dn: 2.191773 loss: 15.268445 eta: 42 days, 19:08:30 batch_cost: 1.0883 data_cost: 0.0012 ips: 7.3507 images/s
[08/10 10:11:06] ppdet.engine INFO: Epoch: [9] [50600/54024] learning_rate: 0.000100 loss_class: 0.642270 loss_bbox: 0.114820 loss_giou: 0.438853 loss_class_aux: 3.975328 loss_bbox_aux: 0.729012 loss_giou_aux: 2.693002 loss_class_dn: 0.326112 loss_bbox_dn: 0.106379 loss_giou_dn: 0.332900 loss_class_aux_dn: 1.760246 loss_bbox_aux_dn: 0.654138 loss_giou_aux_dn: 1.947622 loss: 14.429748 eta: 42 days, 19:05:42 batch_cost: 1.0661 data_cost: 0.0013 ips: 7.5038 images/s
[08/10 10:13:06] ppdet.engine INFO: Epoch: [9] [50700/54024] learning_rate: 0.000100 loss_class: 0.671992 loss_bbox: 0.104533 loss_giou: 0.431900 loss_class_aux: 4.175090 loss_bbox_aux: 0.678959 loss_giou_aux: 2.683340 loss_class_dn: 0.341398 loss_bbox_dn: 0.097074 loss_giou_dn: 0.338668 loss_class_aux_dn: 1.833354 loss_bbox_aux_dn: 0.603506 loss_giou_aux_dn: 1.997634 loss: 14.943703 eta: 42 days, 19:05:06 batch_cost: 1.1499 data_cost: 0.0013 ips: 6.9571 images/s
[08/10 10:15:15] ppdet.engine INFO: Epoch: [9] [50800/54024] learning_rate: 0.000100 loss_class: 0.665067 loss_bbox: 0.106773 loss_giou: 0.470869 loss_class_aux: 4.147490 loss_bbox_aux: 0.691693 loss_giou_aux: 2.896196 loss_class_dn: 0.337408 loss_bbox_dn: 0.097076 loss_giou_dn: 0.367659 loss_class_aux_dn: 1.850781 loss_bbox_aux_dn: 0.578479 loss_giou_aux_dn: 2.102050 loss: 14.868634 eta: 42 days, 19:06:47 batch_cost: 1.2370 data_cost: 0.0528 ips: 6.4674 images/s
[08/10 10:17:11] ppdet.engine INFO: Epoch: [9] [50900/54024] learning_rate: 0.000100 loss_class: 0.705209 loss_bbox: 0.108940 loss_giou: 0.530642 loss_class_aux: 4.377574 loss_bbox_aux: 0.702326 loss_giou_aux: 3.312574 loss_class_dn: 0.360096 loss_bbox_dn: 0.102117 loss_giou_dn: 0.386430 loss_class_aux_dn: 1.947133 loss_bbox_aux_dn: 0.615310 loss_giou_aux_dn: 2.185433 loss: 15.094628 eta: 42 days, 19:05:06 batch_cost: 1.1087 data_cost: 0.0012 ips: 7.2159 images/s
[08/10 10:19:09] ppdet.engine INFO: Epoch: [9] [51000/54024] learning_rate: 0.000100 loss_class: 0.658555 loss_bbox: 0.105860 loss_giou: 0.478861 loss_class_aux: 4.080487 loss_bbox_aux: 0.686212 loss_giou_aux: 2.995801 loss_class_dn: 0.335269 loss_bbox_dn: 0.096302 loss_giou_dn: 0.368220 loss_class_aux_dn: 1.828796 loss_bbox_aux_dn: 0.609330 loss_giou_aux_dn: 2.081930 loss: 14.519932 eta: 42 days, 19:03:50 batch_cost: 1.1250 data_cost: 0.0012 ips: 7.1110 images/s
[08/10 10:21:07] ppdet.engine INFO: Epoch: [9] [51100/54024] learning_rate: 0.000100 loss_class: 0.701232 loss_bbox: 0.106395 loss_giou: 0.482360 loss_class_aux: 4.336920 loss_bbox_aux: 0.701044 loss_giou_aux: 3.016042 loss_class_dn: 0.340511 loss_bbox_dn: 0.107335 loss_giou_dn: 0.374253 loss_class_aux_dn: 1.831895 loss_bbox_aux_dn: 0.667692 loss_giou_aux_dn: 2.120463 loss: 15.002365 eta: 42 days, 19:02:45 batch_cost: 1.1317 data_cost: 0.0015 ips: 7.0691 images/s
[08/10 10:23:19] ppdet.engine INFO: Epoch: [9] [51200/54024] learning_rate: 0.000100 loss_class: 0.691265 loss_bbox: 0.101819 loss_giou: 0.486583 loss_class_aux: 4.296876 loss_bbox_aux: 0.668141 loss_giou_aux: 2.985354 loss_class_dn: 0.338076 loss_bbox_dn: 0.093662 loss_giou_dn: 0.363076 loss_class_aux_dn: 1.874782 loss_bbox_aux_dn: 0.557567 loss_giou_aux_dn: 2.082254 loss: 15.079793 eta: 42 days, 19:05:24 batch_cost: 1.2742 data_cost: 0.0013 ips: 6.2784 images/s
[08/10 10:25:20] ppdet.engine INFO: Epoch: [9] [51300/54024] learning_rate: 0.000100 loss_class: 0.669218 loss_bbox: 0.104895 loss_giou: 0.476722 loss_class_aux: 4.101150 loss_bbox_aux: 0.697117 loss_giou_aux: 2.989286 loss_class_dn: 0.341151 loss_bbox_dn: 0.096136 loss_giou_dn: 0.363987 loss_class_aux_dn: 1.801668 loss_bbox_aux_dn: 0.597349 loss_giou_aux_dn: 2.067108 loss: 14.547315 eta: 42 days, 19:04:54 batch_cost: 1.1537 data_cost: 0.0652 ips: 6.9342 images/s
[08/10 10:27:14] ppdet.engine INFO: Epoch: [9] [51400/54024] learning_rate: 0.000100 loss_class: 0.641325 loss_bbox: 0.105667 loss_giou: 0.457466 loss_class_aux: 4.057738 loss_bbox_aux: 0.703709 loss_giou_aux: 2.837130 loss_class_dn: 0.322333 loss_bbox_dn: 0.093236 loss_giou_dn: 0.346300 loss_class_aux_dn: 1.744317 loss_bbox_aux_dn: 0.578219 loss_giou_aux_dn: 1.961770 loss: 14.416691 eta: 42 days, 19:02:50 batch_cost: 1.0943 data_cost: 0.0013 ips: 7.3107 images/s
[08/10 10:29:06] ppdet.engine INFO: Epoch: [9] [51500/54024] learning_rate: 0.000100 loss_class: 0.661597 loss_bbox: 0.115608 loss_giou: 0.489140 loss_class_aux: 4.135308 loss_bbox_aux: 0.760879 loss_giou_aux: 3.031613 loss_class_dn: 0.336379 loss_bbox_dn: 0.106221 loss_giou_dn: 0.375318 loss_class_aux_dn: 1.833630 loss_bbox_aux_dn: 0.641979 loss_giou_aux_dn: 2.136767 loss: 15.167108 eta: 42 days, 18:59:59 batch_cost: 1.0649 data_cost: 0.0012 ips: 7.5127 images/s
[08/10 10:31:00] ppdet.engine INFO: Epoch: [9] [51600/54024] learning_rate: 0.000100 loss_class: 0.699718 loss_bbox: 0.115858 loss_giou: 0.470296 loss_class_aux: 4.425106 loss_bbox_aux: 0.734497 loss_giou_aux: 2.941176 loss_class_dn: 0.349891 loss_bbox_dn: 0.100664 loss_giou_dn: 0.357142 loss_class_aux_dn: 1.908930 loss_bbox_aux_dn: 0.635529 loss_giou_aux_dn: 2.099946 loss: 14.997055 eta: 42 days, 18:57:50 batch_cost: 1.0906 data_cost: 0.0012 ips: 7.3356 images/s
[08/10 10:32:53] ppdet.engine INFO: Epoch: [9] [51700/54024] learning_rate: 0.000100 loss_class: 0.703894 loss_bbox: 0.110969 loss_giou: 0.524137 loss_class_aux: 4.384806 loss_bbox_aux: 0.697132 loss_giou_aux: 3.243550 loss_class_dn: 0.355588 loss_bbox_dn: 0.099993 loss_giou_dn: 0.398064 loss_class_aux_dn: 1.918939 loss_bbox_aux_dn: 0.623524 loss_giou_aux_dn: 2.254161 loss: 15.529670 eta: 42 days, 18:55:16 batch_cost: 1.0756 data_cost: 0.0012 ips: 7.4380 images/s
[08/10 10:34:44] ppdet.engine INFO: Epoch: [9] [51800/54024] learning_rate: 0.000100 loss_class: 0.662844 loss_bbox: 0.099295 loss_giou: 0.445135 loss_class_aux: 4.176021 loss_bbox_aux: 0.667385 loss_giou_aux: 2.792727 loss_class_dn: 0.323689 loss_bbox_dn: 0.100179 loss_giou_dn: 0.352724 loss_class_aux_dn: 1.717871 loss_bbox_aux_dn: 0.626356 loss_giou_aux_dn: 2.029839 loss: 13.976335 eta: 42 days, 18:52:31 batch_cost: 1.0676 data_cost: 0.0012 ips: 7.4937 images/s
[08/10 10:36:51] ppdet.engine INFO: Epoch: [9] [51900/54024] learning_rate: 0.000100 loss_class: 0.688836 loss_bbox: 0.103954 loss_giou: 0.468658 loss_class_aux: 4.268579 loss_bbox_aux: 0.682771 loss_giou_aux: 2.905833 loss_class_dn: 0.331826 loss_bbox_dn: 0.090676 loss_giou_dn: 0.353816 loss_class_aux_dn: 1.798153 loss_bbox_aux_dn: 0.583261 loss_giou_aux_dn: 2.050541 loss: 14.759639 eta: 42 days, 18:53:39 batch_cost: 1.2172 data_cost: 0.0014 ips: 6.5726 images/s
[08/10 10:38:48] ppdet.engine INFO: Epoch: [9] [52000/54024] learning_rate: 0.000100 loss_class: 0.694289 loss_bbox: 0.114696 loss_giou: 0.515340 loss_class_aux: 4.412653 loss_bbox_aux: 0.751148 loss_giou_aux: 3.223758 loss_class_dn: 0.363711 loss_bbox_dn: 0.105901 loss_giou_dn: 0.387661 loss_class_aux_dn: 1.930359 loss_bbox_aux_dn: 0.648530 loss_giou_aux_dn: 2.235383 loss: 15.624436 eta: 42 days, 18:52:17 batch_cost: 1.1209 data_cost: 0.0012 ips: 7.1373 images/s
[08/10 10:40:42] ppdet.engine INFO: Epoch: [9] [52100/54024] learning_rate: 0.000100 loss_class: 0.694676 loss_bbox: 0.107748 loss_giou: 0.502804 loss_class_aux: 4.324154 loss_bbox_aux: 0.696320 loss_giou_aux: 3.121307 loss_class_dn: 0.347230 loss_bbox_dn: 0.096874 loss_giou_dn: 0.381358 loss_class_aux_dn: 1.880994 loss_bbox_aux_dn: 0.617902 loss_giou_aux_dn: 2.167427 loss: 15.365146 eta: 42 days, 18:50:00 batch_cost: 1.0862 data_cost: 0.0013 ips: 7.3651 images/s
[08/10 10:42:36] ppdet.engine INFO: Epoch: [9] [52200/54024] learning_rate: 0.000100 loss_class: 0.656709 loss_bbox: 0.105966 loss_giou: 0.482756 loss_class_aux: 4.069313 loss_bbox_aux: 0.685256 loss_giou_aux: 2.975864 loss_class_dn: 0.351183 loss_bbox_dn: 0.093855 loss_giou_dn: 0.371164 loss_class_aux_dn: 1.891056 loss_bbox_aux_dn: 0.586910 loss_giou_aux_dn: 2.138150 loss: 14.943893 eta: 42 days, 18:47:45 batch_cost: 1.0872 data_cost: 0.0012 ips: 7.3580 images/s
[08/10 10:44:41] ppdet.engine INFO: Epoch: [9] [52300/54024] learning_rate: 0.000100 loss_class: 0.633891 loss_bbox: 0.102588 loss_giou: 0.467345 loss_class_aux: 3.998174 loss_bbox_aux: 0.664968 loss_giou_aux: 2.931691 loss_class_dn: 0.323553 loss_bbox_dn: 0.095195 loss_giou_dn: 0.352478 loss_class_aux_dn: 1.734497 loss_bbox_aux_dn: 0.589295 loss_giou_aux_dn: 2.018804 loss: 14.276095 eta: 42 days, 18:48:25 batch_cost: 1.1990 data_cost: 0.0012 ips: 6.6720 images/s
[08/10 10:46:32] ppdet.engine INFO: Epoch: [9] [52400/54024] learning_rate: 0.000100 loss_class: 0.633353 loss_bbox: 0.108901 loss_giou: 0.441340 loss_class_aux: 3.960258 loss_bbox_aux: 0.688180 loss_giou_aux: 2.752964 loss_class_dn: 0.322248 loss_bbox_dn: 0.099717 loss_giou_dn: 0.334510 loss_class_aux_dn: 1.756414 loss_bbox_aux_dn: 0.616362 loss_giou_aux_dn: 1.915570 loss: 13.660511 eta: 42 days, 18:45:35 batch_cost: 1.0643 data_cost: 0.0012 ips: 7.5166 images/s
[08/10 10:48:29] ppdet.engine INFO: Epoch: [9] [52500/54024] learning_rate: 0.000100 loss_class: 0.689836 loss_bbox: 0.102803 loss_giou: 0.497383 loss_class_aux: 4.193920 loss_bbox_aux: 0.680758 loss_giou_aux: 3.103804 loss_class_dn: 0.348375 loss_bbox_dn: 0.096053 loss_giou_dn: 0.367005 loss_class_aux_dn: 1.872953 loss_bbox_aux_dn: 0.567503 loss_giou_aux_dn: 2.077644 loss: 15.156881 eta: 42 days, 18:44:05 batch_cost: 1.1161 data_cost: 0.0013 ips: 7.1678 images/s
[08/10 10:50:21] ppdet.engine INFO: Epoch: [9] [52600/54024] learning_rate: 0.000100 loss_class: 0.701018 loss_bbox: 0.110750 loss_giou: 0.503424 loss_class_aux: 4.353332 loss_bbox_aux: 0.734538 loss_giou_aux: 3.179438 loss_class_dn: 0.351978 loss_bbox_dn: 0.099939 loss_giou_dn: 0.367341 loss_class_aux_dn: 1.884852 loss_bbox_aux_dn: 0.621111 loss_giou_aux_dn: 2.125985 loss: 15.395235 eta: 42 days, 18:41:14 batch_cost: 1.0641 data_cost: 0.0012 ips: 7.5180 images/s
[08/10 10:52:12] ppdet.engine INFO: Epoch: [9] [52700/54024] learning_rate: 0.000100 loss_class: 0.674282 loss_bbox: 0.104160 loss_giou: 0.502157 loss_class_aux: 4.189336 loss_bbox_aux: 0.675181 loss_giou_aux: 3.154135 loss_class_dn: 0.330190 loss_bbox_dn: 0.092654 loss_giou_dn: 0.367316 loss_class_aux_dn: 1.807564 loss_bbox_aux_dn: 0.588579 loss_giou_aux_dn: 2.091621 loss: 14.707522 eta: 42 days, 18:38:07 batch_cost: 1.0541 data_cost: 0.0013 ips: 7.5892 images/s
[08/10 10:54:10] ppdet.engine INFO: Epoch: [9] [52800/54024] learning_rate: 0.000100 loss_class: 0.684313 loss_bbox: 0.104631 loss_giou: 0.487282 loss_class_aux: 4.290045 loss_bbox_aux: 0.669808 loss_giou_aux: 2.991117 loss_class_dn: 0.334420 loss_bbox_dn: 0.097152 loss_giou_dn: 0.358490 loss_class_aux_dn: 1.792404 loss_bbox_aux_dn: 0.593789 loss_giou_aux_dn: 2.065539 loss: 14.172746 eta: 42 days, 18:36:57 batch_cost: 1.1288 data_cost: 0.0013 ips: 7.0872 images/s
[08/10 10:56:18] ppdet.engine INFO: Epoch: [9] [52900/54024] learning_rate: 0.000100 loss_class: 0.706434 loss_bbox: 0.114768 loss_giou: 0.492924 loss_class_aux: 4.347351 loss_bbox_aux: 0.749798 loss_giou_aux: 3.030704 loss_class_dn: 0.367232 loss_bbox_dn: 0.101160 loss_giou_dn: 0.359370 loss_class_aux_dn: 1.960183 loss_bbox_aux_dn: 0.636589 loss_giou_aux_dn: 2.078820 loss: 15.498977 eta: 42 days, 18:38:21 batch_cost: 1.2274 data_cost: 0.1753 ips: 6.5180 images/s
[08/10 10:58:12] ppdet.engine INFO: Epoch: [9] [53000/54024] learning_rate: 0.000100 loss_class: 0.704803 loss_bbox: 0.115398 loss_giou: 0.529634 loss_class_aux: 4.410750 loss_bbox_aux: 0.769174 loss_giou_aux: 3.319713 loss_class_dn: 0.352531 loss_bbox_dn: 0.109389 loss_giou_dn: 0.393592 loss_class_aux_dn: 1.901133 loss_bbox_aux_dn: 0.680770 loss_giou_aux_dn: 2.237193 loss: 15.669542 eta: 42 days, 18:36:18 batch_cost: 1.0952 data_cost: 0.0408 ips: 7.3045 images/s
[08/10 11:00:10] ppdet.engine INFO: Epoch: [9] [53100/54024] learning_rate: 0.000100 loss_class: 0.658819 loss_bbox: 0.111578 loss_giou: 0.483712 loss_class_aux: 4.128313 loss_bbox_aux: 0.729364 loss_giou_aux: 2.984897 loss_class_dn: 0.339907 loss_bbox_dn: 0.097903 loss_giou_dn: 0.354832 loss_class_aux_dn: 1.821942 loss_bbox_aux_dn: 0.594275 loss_giou_aux_dn: 2.021703 loss: 14.464980 eta: 42 days, 18:34:56 batch_cost: 1.1213 data_cost: 0.0346 ips: 7.1343 images/s
[08/10 11:02:01] ppdet.engine INFO: Epoch: [9] [53200/54024] learning_rate: 0.000100 loss_class: 0.737537 loss_bbox: 0.109896 loss_giou: 0.505703 loss_class_aux: 4.543854 loss_bbox_aux: 0.699614 loss_giou_aux: 3.141302 loss_class_dn: 0.359410 loss_bbox_dn: 0.103497 loss_giou_dn: 0.396660 loss_class_aux_dn: 1.957823 loss_bbox_aux_dn: 0.610378 loss_giou_aux_dn: 2.269787 loss: 15.973008 eta: 42 days, 18:32:03 batch_cost: 1.0623 data_cost: 0.0012 ips: 7.5306 images/s
[08/10 11:03:54] ppdet.engine INFO: Epoch: [9] [53300/54024] learning_rate: 0.000100 loss_class: 0.675989 loss_bbox: 0.106585 loss_giou: 0.483663 loss_class_aux: 4.164546 loss_bbox_aux: 0.712389 loss_giou_aux: 2.995287 loss_class_dn: 0.346246 loss_bbox_dn: 0.101046 loss_giou_dn: 0.371687 loss_class_aux_dn: 1.844428 loss_bbox_aux_dn: 0.597185 loss_giou_aux_dn: 2.129398 loss: 14.710807 eta: 42 days, 18:29:28 batch_cost: 1.0747 data_cost: 0.0012 ips: 7.4438 images/s
[08/10 11:05:48] ppdet.engine INFO: Epoch: [9] [53400/54024] learning_rate: 0.000100 loss_class: 0.685359 loss_bbox: 0.114182 loss_giou: 0.550907 loss_class_aux: 4.166747 loss_bbox_aux: 0.748859 loss_giou_aux: 3.443789 loss_class_dn: 0.359129 loss_bbox_dn: 0.097223 loss_giou_dn: 0.412189 loss_class_aux_dn: 1.937965 loss_bbox_aux_dn: 0.599027 loss_giou_aux_dn: 2.349044 loss: 15.955390 eta: 42 days, 18:27:18 batch_cost: 1.0900 data_cost: 0.0164 ips: 7.3392 images/s
[08/10 11:07:49] ppdet.engine INFO: Epoch: [9] [53500/54024] learning_rate: 0.000100 loss_class: 0.666156 loss_bbox: 0.109681 loss_giou: 0.473255 loss_class_aux: 4.166328 loss_bbox_aux: 0.704693 loss_giou_aux: 3.002136 loss_class_dn: 0.333714 loss_bbox_dn: 0.102916 loss_giou_dn: 0.348266 loss_class_aux_dn: 1.807741 loss_bbox_aux_dn: 0.656407 loss_giou_aux_dn: 2.023151 loss: 14.413937 eta: 42 days, 18:27:03 batch_cost: 1.1642 data_cost: 0.0013 ips: 6.8717 images/s
[08/10 11:09:43] ppdet.engine INFO: Epoch: [9] [53600/54024] learning_rate: 0.000100 loss_class: 0.664742 loss_bbox: 0.106047 loss_giou: 0.456249 loss_class_aux: 4.187184 loss_bbox_aux: 0.683619 loss_giou_aux: 2.944715 loss_class_dn: 0.336125 loss_bbox_dn: 0.101487 loss_giou_dn: 0.355949 loss_class_aux_dn: 1.802563 loss_bbox_aux_dn: 0.612389 loss_giou_aux_dn: 2.052281 loss: 14.259039 eta: 42 days, 18:24:44 batch_cost: 1.0849 data_cost: 0.0013 ips: 7.3740 images/s
[08/10 11:11:36] ppdet.engine INFO: Epoch: [9] [53700/54024] learning_rate: 0.000100 loss_class: 0.699717 loss_bbox: 0.104858 loss_giou: 0.475512 loss_class_aux: 4.367929 loss_bbox_aux: 0.681663 loss_giou_aux: 2.959383 loss_class_dn: 0.342131 loss_bbox_dn: 0.099353 loss_giou_dn: 0.363536 loss_class_aux_dn: 1.871689 loss_bbox_aux_dn: 0.593090 loss_giou_aux_dn: 2.087234 loss: 14.873493 eta: 42 days, 18:22:14 batch_cost: 1.0776 data_cost: 0.0012 ips: 7.4236 images/s
[08/10 11:13:28] ppdet.engine INFO: Epoch: [9] [53800/54024] learning_rate: 0.000100 loss_class: 0.667844 loss_bbox: 0.098961 loss_giou: 0.474133 loss_class_aux: 4.096036 loss_bbox_aux: 0.659209 loss_giou_aux: 2.965848 loss_class_dn: 0.329610 loss_bbox_dn: 0.093150 loss_giou_dn: 0.368135 loss_class_aux_dn: 1.804248 loss_bbox_aux_dn: 0.571726 loss_giou_aux_dn: 2.103080 loss: 14.437792 eta: 42 days, 18:19:32 batch_cost: 1.0696 data_cost: 0.0013 ips: 7.4795 images/s
[08/10 11:15:19] ppdet.engine INFO: Epoch: [9] [53900/54024] learning_rate: 0.000100 loss_class: 0.732483 loss_bbox: 0.109326 loss_giou: 0.579477 loss_class_aux: 4.445802 loss_bbox_aux: 0.743240 loss_giou_aux: 3.639790 loss_class_dn: 0.376025 loss_bbox_dn: 0.098797 loss_giou_dn: 0.420730 loss_class_aux_dn: 2.025595 loss_bbox_aux_dn: 0.602733 loss_giou_aux_dn: 2.422138 loss: 16.708500 eta: 42 days, 18:16:43 batch_cost: 1.0652 data_cost: 0.0120 ips: 7.5100 images/s
[08/10 11:17:20] ppdet.engine INFO: Epoch: [9] [54000/54024] learning_rate: 0.000100 loss_class: 0.715690 loss_bbox: 0.104292 loss_giou: 0.538688 loss_class_aux: 4.381824 loss_bbox_aux: 0.667824 loss_giou_aux: 3.346058 loss_class_dn: 0.347620 loss_bbox_dn: 0.089478 loss_giou_dn: 0.394481 loss_class_aux_dn: 1.883038 loss_bbox_aux_dn: 0.531935 loss_giou_aux_dn: 2.244594 loss: 15.379261 eta: 42 days, 18:16:15 batch_cost: 1.1557 data_cost: 0.0460 ips: 6.9220 images/s
[08/10 11:18:00] ppdet.utils.checkpoint INFO: Save checkpoint: output/rtdetr_r101vd_6x_coco
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[08/10 12:08:10] ppdet.metrics.metrics INFO: The bbox result is saved to bbox.json.
loading annotations into memory...
Done (t=5.82s)
creating index...
index created!
[08/10 12:08:17] ppdet.metrics.coco_utils INFO: Start evaluate...
Loading and preparing results...
DONE (t=246.37s)
creating index...
index created!
Running per image evaluation...
Evaluate annotation type *bbox*
DONE (t=2656.34s).
Accumulating evaluation results...
DONE (t=732.21s).
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.363
 Average Precision  (AP) @[ IoU=0.50      | area=   all | maxDets=100 ] = 0.476
 Average Precision  (AP) @[ IoU=0.75      | area=   all | maxDets=100 ] = 0.394
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.166
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.349
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.504
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=  1 ] = 0.294
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets= 10 ] = 0.569
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.615
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.371
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.619
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.782
[08/10 13:10:39] ppdet.engine INFO: Total sample number: 80000, average FPS: 29.67243550178046
[08/10 13:10:39] ppdet.engine INFO: Best test bbox ap is 0.363.
[08/10 13:10:45] ppdet.utils.checkpoint INFO: Save checkpoint: output/rtdetr_r101vd_6x_coco
[08/10 13:10:57] ppdet.engine INFO: Epoch: [10] [    0/54024] learning_rate: 0.000100 loss_class: 0.697082 loss_bbox: 0.104979 loss_giou: 0.504427 loss_class_aux: 4.370477 loss_bbox_aux: 0.689910 loss_giou_aux: 3.125807 loss_class_dn: 0.340321 loss_bbox_dn: 0.094830 loss_giou_dn: 0.374769 loss_class_aux_dn: 1.835432 loss_bbox_aux_dn: 0.578874 loss_giou_aux_dn: 2.156757 loss: 14.851411 eta: 42 days, 18:15:41 batch_cost: 1.1592 data_cost: 0.0467 ips: 6.9014 images/s
[08/10 13:12:54] ppdet.engine INFO: Epoch: [10] [  100/54024] learning_rate: 0.000100 loss_class: 0.650694 loss_bbox: 0.105370 loss_giou: 0.486239 loss_class_aux: 4.029366 loss_bbox_aux: 0.686668 loss_giou_aux: 3.000818 loss_class_dn: 0.336134 loss_bbox_dn: 0.101620 loss_giou_dn: 0.373834 loss_class_aux_dn: 1.813922 loss_bbox_aux_dn: 0.616574 loss_giou_aux_dn: 2.076756 loss: 14.171693 eta: 42 days, 18:14:17 batch_cost: 1.1204 data_cost: 0.0014 ips: 7.1406 images/s
[08/10 13:14:50] ppdet.engine INFO: Epoch: [10] [  200/54024] learning_rate: 0.000100 loss_class: 0.712868 loss_bbox: 0.113741 loss_giou: 0.514704 loss_class_aux: 4.469660 loss_bbox_aux: 0.736870 loss_giou_aux: 3.210323 loss_class_dn: 0.360592 loss_bbox_dn: 0.101144 loss_giou_dn: 0.392290 loss_class_aux_dn: 1.954989 loss_bbox_aux_dn: 0.639015 loss_giou_aux_dn: 2.247225 loss: 15.789255 eta: 42 days, 18:12:25 batch_cost: 1.1018 data_cost: 0.0014 ips: 7.2606 images/s
[08/10 13:16:56] ppdet.engine INFO: Epoch: [10] [  300/54024] learning_rate: 0.000100 loss_class: 0.687033 loss_bbox: 0.104551 loss_giou: 0.499063 loss_class_aux: 4.337139 loss_bbox_aux: 0.669395 loss_giou_aux: 3.133389 loss_class_dn: 0.351224 loss_bbox_dn: 0.096380 loss_giou_dn: 0.385311 loss_class_aux_dn: 1.852329 loss_bbox_aux_dn: 0.581403 loss_giou_aux_dn: 2.207546 loss: 15.525255 eta: 42 days, 18:13:21 batch_cost: 1.2107 data_cost: 0.0014 ips: 6.6080 images/s
[08/10 13:19:12] ppdet.engine INFO: Epoch: [10] [  400/54024] learning_rate: 0.000100 loss_class: 0.657428 loss_bbox: 0.101762 loss_giou: 0.475510 loss_class_aux: 4.091688 loss_bbox_aux: 0.661870 loss_giou_aux: 2.979611 loss_class_dn: 0.329001 loss_bbox_dn: 0.091937 loss_giou_dn: 0.374391 loss_class_aux_dn: 1.788076 loss_bbox_aux_dn: 0.575763 loss_giou_aux_dn: 2.104245 loss: 14.328913 eta: 42 days, 18:16:37 batch_cost: 1.3008 data_cost: 0.0313 ips: 6.1499 images/s
[08/10 13:21:22] ppdet.engine INFO: Epoch: [10] [  500/54024] learning_rate: 0.000100 loss_class: 0.664957 loss_bbox: 0.103914 loss_giou: 0.464664 loss_class_aux: 4.128953 loss_bbox_aux: 0.693796 loss_giou_aux: 2.888076 loss_class_dn: 0.333672 loss_bbox_dn: 0.098181 loss_giou_dn: 0.360890 loss_class_aux_dn: 1.790427 loss_bbox_aux_dn: 0.620087 loss_giou_aux_dn: 2.076735 loss: 14.378737 eta: 42 days, 18:18:30 batch_cost: 1.2477 data_cost: 0.0014 ips: 6.4117 images/s
[08/10 13:23:17] ppdet.engine INFO: Epoch: [10] [  600/54024] learning_rate: 0.000100 loss_class: 0.674650 loss_bbox: 0.107680 loss_giou: 0.515277 loss_class_aux: 4.234495 loss_bbox_aux: 0.704987 loss_giou_aux: 3.260274 loss_class_dn: 0.347247 loss_bbox_dn: 0.100838 loss_giou_dn: 0.378835 loss_class_aux_dn: 1.856550 loss_bbox_aux_dn: 0.634212 loss_giou_aux_dn: 2.156078 loss: 15.196672 eta: 42 days, 18:16:23 batch_cost: 1.0923 data_cost: 0.0014 ips: 7.3237 images/s
[08/10 13:25:16] ppdet.engine INFO: Epoch: [10] [  700/54024] learning_rate: 0.000100 loss_class: 0.674031 loss_bbox: 0.107622 loss_giou: 0.490802 loss_class_aux: 4.181942 loss_bbox_aux: 0.708875 loss_giou_aux: 3.062592 loss_class_dn: 0.339280 loss_bbox_dn: 0.100270 loss_giou_dn: 0.364356 loss_class_aux_dn: 1.825460 loss_bbox_aux_dn: 0.610653 loss_giou_aux_dn: 2.086587 loss: 14.519810 eta: 42 days, 18:15:28 batch_cost: 1.1392 data_cost: 0.0014 ips: 7.0226 images/s
[08/10 13:27:18] ppdet.engine INFO: Epoch: [10] [  800/54024] learning_rate: 0.000100 loss_class: 0.712425 loss_bbox: 0.114318 loss_giou: 0.546241 loss_class_aux: 4.491676 loss_bbox_aux: 0.753180 loss_giou_aux: 3.379308 loss_class_dn: 0.370169 loss_bbox_dn: 0.095800 loss_giou_dn: 0.405388 loss_class_aux_dn: 1.954315 loss_bbox_aux_dn: 0.593329 loss_giou_aux_dn: 2.309470 loss: 16.203795 eta: 42 days, 18:15:25 batch_cost: 1.1726 data_cost: 0.0033 ips: 6.8224 images/s
[08/10 13:29:17] ppdet.engine INFO: Epoch: [10] [  900/54024] learning_rate: 0.000100 loss_class: 0.674916 loss_bbox: 0.112386 loss_giou: 0.519821 loss_class_aux: 4.272001 loss_bbox_aux: 0.738435 loss_giou_aux: 3.228070 loss_class_dn: 0.357675 loss_bbox_dn: 0.101244 loss_giou_dn: 0.391117 loss_class_aux_dn: 1.949620 loss_bbox_aux_dn: 0.625991 loss_giou_aux_dn: 2.244415 loss: 15.632128 eta: 42 days, 18:14:20 batch_cost: 1.1329 data_cost: 0.0014 ips: 7.0613 images/s
[08/10 13:31:16] ppdet.engine INFO: Epoch: [10] [ 1000/54024] learning_rate: 0.000100 loss_class: 0.688362 loss_bbox: 0.110860 loss_giou: 0.491369 loss_class_aux: 4.345467 loss_bbox_aux: 0.709013 loss_giou_aux: 3.055515 loss_class_dn: 0.348402 loss_bbox_dn: 0.104690 loss_giou_dn: 0.381348 loss_class_aux_dn: 1.883747 loss_bbox_aux_dn: 0.639974 loss_giou_aux_dn: 2.190659 loss: 15.162143 eta: 42 days, 18:13:11 batch_cost: 1.1299 data_cost: 0.0014 ips: 7.0804 images/s
[08/10 13:33:17] ppdet.engine INFO: Epoch: [10] [ 1100/54024] learning_rate: 0.000100 loss_class: 0.734618 loss_bbox: 0.113052 loss_giou: 0.489517 loss_class_aux: 4.575896 loss_bbox_aux: 0.751754 loss_giou_aux: 3.100848 loss_class_dn: 0.363114 loss_bbox_dn: 0.098263 loss_giou_dn: 0.375652 loss_class_aux_dn: 1.940362 loss_bbox_aux_dn: 0.623181 loss_giou_aux_dn: 2.158542 loss: 15.424934 eta: 42 days, 18:12:54 batch_cost: 1.1637 data_cost: 0.0612 ips: 6.8749 images/s
[08/10 13:35:17] ppdet.engine INFO: Epoch: [10] [ 1200/54024] learning_rate: 0.000100 loss_class: 0.710853 loss_bbox: 0.108810 loss_giou: 0.477373 loss_class_aux: 4.434735 loss_bbox_aux: 0.695623 loss_giou_aux: 3.003488 loss_class_dn: 0.345092 loss_bbox_dn: 0.095767 loss_giou_dn: 0.363949 loss_class_aux_dn: 1.888806 loss_bbox_aux_dn: 0.585902 loss_giou_aux_dn: 2.103742 loss: 14.720944 eta: 42 days, 18:12:09 batch_cost: 1.1458 data_cost: 0.0014 ips: 6.9821 images/s
[08/10 13:37:14] ppdet.engine INFO: Epoch: [10] [ 1300/54024] learning_rate: 0.000100 loss_class: 0.725275 loss_bbox: 0.113167 loss_giou: 0.482115 loss_class_aux: 4.496863 loss_bbox_aux: 0.736169 loss_giou_aux: 2.953260 loss_class_dn: 0.341390 loss_bbox_dn: 0.110465 loss_giou_dn: 0.354860 loss_class_aux_dn: 1.848282 loss_bbox_aux_dn: 0.666197 loss_giou_aux_dn: 2.007974 loss: 14.732116 eta: 42 days, 18:10:32 batch_cost: 1.1123 data_cost: 0.0014 ips: 7.1926 images/s
[08/10 13:39:22] ppdet.engine INFO: Epoch: [10] [ 1400/54024] learning_rate: 0.000100 loss_class: 0.664826 loss_bbox: 0.102810 loss_giou: 0.495952 loss_class_aux: 4.137082 loss_bbox_aux: 0.688448 loss_giou_aux: 3.064625 loss_class_dn: 0.322119 loss_bbox_dn: 0.095677 loss_giou_dn: 0.351546 loss_class_aux_dn: 1.727299 loss_bbox_aux_dn: 0.607646 loss_giou_aux_dn: 2.025635 loss: 14.163321 eta: 42 days, 18:12:02 batch_cost: 1.2335 data_cost: 0.0013 ips: 6.4855 images/s
[08/10 13:41:19] ppdet.engine INFO: Epoch: [10] [ 1500/54024] learning_rate: 0.000100 loss_class: 0.660631 loss_bbox: 0.105028 loss_giou: 0.442909 loss_class_aux: 4.121802 loss_bbox_aux: 0.683867 loss_giou_aux: 2.715168 loss_class_dn: 0.334292 loss_bbox_dn: 0.100769 loss_giou_dn: 0.334689 loss_class_aux_dn: 1.806616 loss_bbox_aux_dn: 0.630014 loss_giou_aux_dn: 1.895195 loss: 14.062016 eta: 42 days, 18:10:24 batch_cost: 1.1112 data_cost: 0.0014 ips: 7.1996 images/s
[08/10 13:43:14] ppdet.engine INFO: Epoch: [10] [ 1600/54024] learning_rate: 0.000100 loss_class: 0.688410 loss_bbox: 0.115568 loss_giou: 0.534705 loss_class_aux: 4.249917 loss_bbox_aux: 0.732062 loss_giou_aux: 3.321929 loss_class_dn: 0.362351 loss_bbox_dn: 0.101945 loss_giou_dn: 0.405029 loss_class_aux_dn: 1.932324 loss_bbox_aux_dn: 0.635413 loss_giou_aux_dn: 2.273441 loss: 15.613383 eta: 42 days, 18:08:31 batch_cost: 1.1016 data_cost: 0.0013 ips: 7.2620 images/s
[08/10 13:45:23] ppdet.engine INFO: Epoch: [10] [ 1700/54024] learning_rate: 0.000100 loss_class: 0.655690 loss_bbox: 0.103570 loss_giou: 0.509837 loss_class_aux: 4.118510 loss_bbox_aux: 0.657146 loss_giou_aux: 3.170835 loss_class_dn: 0.322370 loss_bbox_dn: 0.090493 loss_giou_dn: 0.367798 loss_class_aux_dn: 1.733261 loss_bbox_aux_dn: 0.560895 loss_giou_aux_dn: 2.117415 loss: 14.268141 eta: 42 days, 18:10:05 batch_cost: 1.2368 data_cost: 0.1615 ips: 6.4685 images/s
[08/10 13:47:16] ppdet.engine INFO: Epoch: [10] [ 1800/54024] learning_rate: 0.000100 loss_class: 0.679021 loss_bbox: 0.106103 loss_giou: 0.526271 loss_class_aux: 4.197720 loss_bbox_aux: 0.690498 loss_giou_aux: 3.333733 loss_class_dn: 0.348559 loss_bbox_dn: 0.103238 loss_giou_dn: 0.390753 loss_class_aux_dn: 1.886872 loss_bbox_aux_dn: 0.644989 loss_giou_aux_dn: 2.224741 loss: 15.149190 eta: 42 days, 18:07:34 batch_cost: 1.0767 data_cost: 0.0014 ips: 7.4300 images/s
[08/10 13:49:12] ppdet.engine INFO: Epoch: [10] [ 1900/54024] learning_rate: 0.000100 loss_class: 0.682267 loss_bbox: 0.110021 loss_giou: 0.499669 loss_class_aux: 4.226857 loss_bbox_aux: 0.694080 loss_giou_aux: 3.146039 loss_class_dn: 0.352489 loss_bbox_dn: 0.096925 loss_giou_dn: 0.389211 loss_class_aux_dn: 1.879329 loss_bbox_aux_dn: 0.594838 loss_giou_aux_dn: 2.228483 loss: 15.289832 eta: 42 days, 18:05:39 batch_cost: 1.1001 data_cost: 0.0014 ips: 7.2717 images/s
[08/10 13:51:07] ppdet.engine INFO: Epoch: [10] [ 2000/54024] learning_rate: 0.000100 loss_class: 0.691878 loss_bbox: 0.110385 loss_giou: 0.441754 loss_class_aux: 4.368298 loss_bbox_aux: 0.704916 loss_giou_aux: 2.803966 loss_class_dn: 0.337972 loss_bbox_dn: 0.104990 loss_giou_dn: 0.351673 loss_class_aux_dn: 1.816233 loss_bbox_aux_dn: 0.649601 loss_giou_aux_dn: 2.010440 loss: 14.506395 eta: 42 days, 18:03:41 batch_cost: 1.0989 data_cost: 0.0014 ips: 7.2803 images/s
[08/10 13:53:08] ppdet.engine INFO: Epoch: [10] [ 2100/54024] learning_rate: 0.000100 loss_class: 0.711546 loss_bbox: 0.121221 loss_giou: 0.531629 loss_class_aux: 4.403296 loss_bbox_aux: 0.778969 loss_giou_aux: 3.319962 loss_class_dn: 0.356461 loss_bbox_dn: 0.102269 loss_giou_dn: 0.389033 loss_class_aux_dn: 1.943053 loss_bbox_aux_dn: 0.647231 loss_giou_aux_dn: 2.250027 loss: 15.636841 eta: 42 days, 18:03:10 batch_cost: 1.1550 data_cost: 0.0013 ips: 6.9261 images/s
[08/10 13:55:00] ppdet.engine INFO: Epoch: [10] [ 2200/54024] learning_rate: 0.000100 loss_class: 0.692654 loss_bbox: 0.102206 loss_giou: 0.482759 loss_class_aux: 4.263369 loss_bbox_aux: 0.686214 loss_giou_aux: 2.990589 loss_class_dn: 0.331369 loss_bbox_dn: 0.097286 loss_giou_dn: 0.367659 loss_class_aux_dn: 1.769901 loss_bbox_aux_dn: 0.615139 loss_giou_aux_dn: 2.087799 loss: 14.495501 eta: 42 days, 18:00:30 batch_cost: 1.0713 data_cost: 0.0013 ips: 7.4674 images/s
[08/10 13:56:55] ppdet.engine INFO: Epoch: [10] [ 2300/54024] learning_rate: 0.000100 loss_class: 0.694773 loss_bbox: 0.108422 loss_giou: 0.496663 loss_class_aux: 4.428492 loss_bbox_aux: 0.711296 loss_giou_aux: 3.117450 loss_class_dn: 0.366293 loss_bbox_dn: 0.099053 loss_giou_dn: 0.379347 loss_class_aux_dn: 1.962491 loss_bbox_aux_dn: 0.601391 loss_giou_aux_dn: 2.179515 loss: 15.282369 eta: 42 days, 17:58:20 batch_cost: 1.0908 data_cost: 0.0013 ips: 7.3341 images/s
[08/10 13:58:50] ppdet.engine INFO: Epoch: [10] [ 2400/54024] learning_rate: 0.000100 loss_class: 0.731312 loss_bbox: 0.114025 loss_giou: 0.482213 loss_class_aux: 4.497522 loss_bbox_aux: 0.742369 loss_giou_aux: 3.037890 loss_class_dn: 0.359137 loss_bbox_dn: 0.103110 loss_giou_dn: 0.376679 loss_class_aux_dn: 1.942244 loss_bbox_aux_dn: 0.632514 loss_giou_aux_dn: 2.161650 loss: 15.352101 eta: 42 days, 17:56:21 batch_cost: 1.0978 data_cost: 0.0013 ips: 7.2876 images/s
[08/10 14:00:48] ppdet.engine INFO: Epoch: [10] [ 2500/54024] learning_rate: 0.000100 loss_class: 0.690761 loss_bbox: 0.107421 loss_giou: 0.456732 loss_class_aux: 4.333581 loss_bbox_aux: 0.697102 loss_giou_aux: 2.820640 loss_class_dn: 0.334813 loss_bbox_dn: 0.099424 loss_giou_dn: 0.356619 loss_class_aux_dn: 1.803893 loss_bbox_aux_dn: 0.633236 loss_giou_aux_dn: 2.056256 loss: 14.301921 eta: 42 days, 17:55:12 batch_cost: 1.1301 data_cost: 0.0013 ips: 7.0791 images/s
[08/10 14:02:44] ppdet.engine INFO: Epoch: [10] [ 2600/54024] learning_rate: 0.000100 loss_class: 0.721693 loss_bbox: 0.112785 loss_giou: 0.492064 loss_class_aux: 4.493769 loss_bbox_aux: 0.732090 loss_giou_aux: 3.135318 loss_class_dn: 0.352672 loss_bbox_dn: 0.101145 loss_giou_dn: 0.377331 loss_class_aux_dn: 1.938503 loss_bbox_aux_dn: 0.630023 loss_giou_aux_dn: 2.203531 loss: 15.078613 eta: 42 days, 17:53:28 batch_cost: 1.1081 data_cost: 0.0014 ips: 7.2199 images/s
[08/10 14:04:44] ppdet.engine INFO: Epoch: [10] [ 2700/54024] learning_rate: 0.000100 loss_class: 0.723097 loss_bbox: 0.106921 loss_giou: 0.480170 loss_class_aux: 4.513471 loss_bbox_aux: 0.684075 loss_giou_aux: 2.932060 loss_class_dn: 0.349895 loss_bbox_dn: 0.091269 loss_giou_dn: 0.371603 loss_class_aux_dn: 1.911582 loss_bbox_aux_dn: 0.576209 loss_giou_aux_dn: 2.118276 loss: 15.236458 eta: 42 days, 17:52:48 batch_cost: 1.1494 data_cost: 0.0013 ips: 6.9604 images/s
[08/10 14:06:42] ppdet.engine INFO: Epoch: [10] [ 2800/54024] learning_rate: 0.000100 loss_class: 0.702226 loss_bbox: 0.115617 loss_giou: 0.561924 loss_class_aux: 4.327862 loss_bbox_aux: 0.743769 loss_giou_aux: 3.495788 loss_class_dn: 0.368790 loss_bbox_dn: 0.100915 loss_giou_dn: 0.415656 loss_class_aux_dn: 1.967831 loss_bbox_aux_dn: 0.607230 loss_giou_aux_dn: 2.370800 loss: 15.917150 eta: 42 days, 17:51:30 batch_cost: 1.1243 data_cost: 0.0105 ips: 7.1153 images/s
[08/10 14:08:40] ppdet.engine INFO: Epoch: [10] [ 2900/54024] learning_rate: 0.000100 loss_class: 0.665601 loss_bbox: 0.114452 loss_giou: 0.503434 loss_class_aux: 4.178811 loss_bbox_aux: 0.728698 loss_giou_aux: 3.174191 loss_class_dn: 0.340774 loss_bbox_dn: 0.098440 loss_giou_dn: 0.386056 loss_class_aux_dn: 1.854175 loss_bbox_aux_dn: 0.630393 loss_giou_aux_dn: 2.210610 loss: 15.319139 eta: 42 days, 17:50:22 batch_cost: 1.1311 data_cost: 0.0013 ips: 7.0731 images/s
[08/10 14:10:45] ppdet.engine INFO: Epoch: [10] [ 3000/54024] learning_rate: 0.000100 loss_class: 0.693012 loss_bbox: 0.103873 loss_giou: 0.462127 loss_class_aux: 4.335523 loss_bbox_aux: 0.678993 loss_giou_aux: 2.928641 loss_class_dn: 0.341162 loss_bbox_dn: 0.100246 loss_giou_dn: 0.374555 loss_class_aux_dn: 1.825212 loss_bbox_aux_dn: 0.638723 loss_giou_aux_dn: 2.160276 loss: 14.866278 eta: 42 days, 17:50:58 batch_cost: 1.1999 data_cost: 0.0013 ips: 6.6675 images/s
[08/10 14:12:38] ppdet.engine INFO: Epoch: [10] [ 3100/54024] learning_rate: 0.000100 loss_class: 0.712546 loss_bbox: 0.115116 loss_giou: 0.492442 loss_class_aux: 4.467032 loss_bbox_aux: 0.752687 loss_giou_aux: 3.076390 loss_class_dn: 0.356671 loss_bbox_dn: 0.102838 loss_giou_dn: 0.387190 loss_class_aux_dn: 1.938275 loss_bbox_aux_dn: 0.647479 loss_giou_aux_dn: 2.215597 loss: 15.447292 eta: 42 days, 17:48:26 batch_cost: 1.0763 data_cost: 0.0013 ips: 7.4327 images/s
[08/10 14:14:59] ppdet.engine INFO: Epoch: [10] [ 3200/54024] learning_rate: 0.000100 loss_class: 0.691987 loss_bbox: 0.108385 loss_giou: 0.503934 loss_class_aux: 4.255626 loss_bbox_aux: 0.709011 loss_giou_aux: 3.123470 loss_class_dn: 0.352885 loss_bbox_dn: 0.106080 loss_giou_dn: 0.369589 loss_class_aux_dn: 1.887713 loss_bbox_aux_dn: 0.643119 loss_giou_aux_dn: 2.115855 loss: 15.025252 eta: 42 days, 17:53:07 batch_cost: 1.3600 data_cost: 0.0014 ips: 5.8824 images/s
[08/10 14:16:57] ppdet.engine INFO: Epoch: [10] [ 3300/54024] learning_rate: 0.000100 loss_class: 0.718241 loss_bbox: 0.113076 loss_giou: 0.523664 loss_class_aux: 4.431571 loss_bbox_aux: 0.726897 loss_giou_aux: 3.238379 loss_class_dn: 0.359135 loss_bbox_dn: 0.106707 loss_giou_dn: 0.393447 loss_class_aux_dn: 1.946665 loss_bbox_aux_dn: 0.642600 loss_giou_aux_dn: 2.241834 loss: 15.766559 eta: 42 days, 17:51:41 batch_cost: 1.1196 data_cost: 0.0013 ips: 7.1454 images/s
[08/10 14:18:56] ppdet.engine INFO: Epoch: [10] [ 3400/54024] learning_rate: 0.000100 loss_class: 0.691670 loss_bbox: 0.112927 loss_giou: 0.511545 loss_class_aux: 4.354377 loss_bbox_aux: 0.734662 loss_giou_aux: 3.177058 loss_class_dn: 0.359620 loss_bbox_dn: 0.103362 loss_giou_dn: 0.399407 loss_class_aux_dn: 1.948711 loss_bbox_aux_dn: 0.635207 loss_giou_aux_dn: 2.280989 loss: 15.216059 eta: 42 days, 17:50:47 batch_cost: 1.1407 data_cost: 0.0014 ips: 7.0131 images/s
[08/10 14:20:49] ppdet.engine INFO: Epoch: [10] [ 3500/54024] learning_rate: 0.000100 loss_class: 0.670812 loss_bbox: 0.104814 loss_giou: 0.454755 loss_class_aux: 4.213375 loss_bbox_aux: 0.681032 loss_giou_aux: 2.839833 loss_class_dn: 0.331595 loss_bbox_dn: 0.094464 loss_giou_dn: 0.350709 loss_class_aux_dn: 1.783865 loss_bbox_aux_dn: 0.597818 loss_giou_aux_dn: 2.007749 loss: 14.287108 eta: 42 days, 17:48:23 batch_cost: 1.0816 data_cost: 0.0014 ips: 7.3966 images/s
[08/10 14:22:42] ppdet.engine INFO: Epoch: [10] [ 3600/54024] learning_rate: 0.000100 loss_class: 0.685489 loss_bbox: 0.100605 loss_giou: 0.484282 loss_class_aux: 4.199975 loss_bbox_aux: 0.642548 loss_giou_aux: 2.998613 loss_class_dn: 0.342031 loss_bbox_dn: 0.086930 loss_giou_dn: 0.368504 loss_class_aux_dn: 1.878213 loss_bbox_aux_dn: 0.546403 loss_giou_aux_dn: 2.098098 loss: 14.463711 eta: 42 days, 17:45:53 batch_cost: 1.0773 data_cost: 0.0013 ips: 7.4262 images/s
[08/10 14:24:37] ppdet.engine INFO: Epoch: [10] [ 3700/54024] learning_rate: 0.000100 loss_class: 0.694264 loss_bbox: 0.109560 loss_giou: 0.464482 loss_class_aux: 4.349758 loss_bbox_aux: 0.691817 loss_giou_aux: 2.905540 loss_class_dn: 0.350873 loss_bbox_dn: 0.097366 loss_giou_dn: 0.362508 loss_class_aux_dn: 1.870340 loss_bbox_aux_dn: 0.604832 loss_giou_aux_dn: 2.064135 loss: 15.145755 eta: 42 days, 17:43:45 batch_cost: 1.0921 data_cost: 0.0041 ips: 7.3254 images/s
[08/10 14:26:32] ppdet.engine INFO: Epoch: [10] [ 3800/54024] learning_rate: 0.000100 loss_class: 0.690700 loss_bbox: 0.106410 loss_giou: 0.505276 loss_class_aux: 4.322810 loss_bbox_aux: 0.686722 loss_giou_aux: 3.125266 loss_class_dn: 0.351377 loss_bbox_dn: 0.096986 loss_giou_dn: 0.383247 loss_class_aux_dn: 1.885248 loss_bbox_aux_dn: 0.594913 loss_giou_aux_dn: 2.197970 loss: 15.227976 eta: 42 days, 17:41:49 batch_cost: 1.0999 data_cost: 0.0013 ips: 7.2732 images/s
[08/10 14:28:27] ppdet.engine INFO: Epoch: [10] [ 3900/54024] learning_rate: 0.000100 loss_class: 0.711624 loss_bbox: 0.110397 loss_giou: 0.507041 loss_class_aux: 4.465796 loss_bbox_aux: 0.721854 loss_giou_aux: 3.181335 loss_class_dn: 0.344910 loss_bbox_dn: 0.097781 loss_giou_dn: 0.389085 loss_class_aux_dn: 1.870960 loss_bbox_aux_dn: 0.622899 loss_giou_aux_dn: 2.188170 loss: 15.206001 eta: 42 days, 17:39:44 batch_cost: 1.0940 data_cost: 0.0013 ips: 7.3125 images/s
[08/10 14:30:20] ppdet.engine INFO: Epoch: [10] [ 4000/54024] learning_rate: 0.000100 loss_class: 0.718721 loss_bbox: 0.109163 loss_giou: 0.526438 loss_class_aux: 4.460582 loss_bbox_aux: 0.708533 loss_giou_aux: 3.257352 loss_class_dn: 0.354177 loss_bbox_dn: 0.100171 loss_giou_dn: 0.387016 loss_class_aux_dn: 1.931864 loss_bbox_aux_dn: 0.617749 loss_giou_aux_dn: 2.261827 loss: 15.923721 eta: 42 days, 17:37:23 batch_cost: 1.0840 data_cost: 0.0013 ips: 7.3801 images/s
[08/10 14:32:18] ppdet.engine INFO: Epoch: [10] [ 4100/54024] learning_rate: 0.000100 loss_class: 0.712786 loss_bbox: 0.107673 loss_giou: 0.509702 loss_class_aux: 4.367728 loss_bbox_aux: 0.690611 loss_giou_aux: 3.167252 loss_class_dn: 0.351004 loss_bbox_dn: 0.091310 loss_giou_dn: 0.364597 loss_class_aux_dn: 1.907261 loss_bbox_aux_dn: 0.585597 loss_giou_aux_dn: 2.105716 loss: 15.105112 eta: 42 days, 17:36:14 batch_cost: 1.1303 data_cost: 0.0013 ips: 7.0777 images/s
[08/10 14:34:17] ppdet.engine INFO: Epoch: [10] [ 4200/54024] learning_rate: 0.000100 loss_class: 0.657696 loss_bbox: 0.110771 loss_giou: 0.494909 loss_class_aux: 4.060527 loss_bbox_aux: 0.692374 loss_giou_aux: 3.036743 loss_class_dn: 0.341621 loss_bbox_dn: 0.096940 loss_giou_dn: 0.372425 loss_class_aux_dn: 1.848912 loss_bbox_aux_dn: 0.603269 loss_giou_aux_dn: 2.128030 loss: 15.069203 eta: 42 days, 17:35:06 batch_cost: 1.1320 data_cost: 0.0013 ips: 7.0673 images/s
[08/10 14:36:10] ppdet.engine INFO: Epoch: [10] [ 4300/54024] learning_rate: 0.000100 loss_class: 0.685924 loss_bbox: 0.108495 loss_giou: 0.476964 loss_class_aux: 4.258445 loss_bbox_aux: 0.689332 loss_giou_aux: 3.083721 loss_class_dn: 0.344858 loss_bbox_dn: 0.103871 loss_giou_dn: 0.369656 loss_class_aux_dn: 1.847593 loss_bbox_aux_dn: 0.631964 loss_giou_aux_dn: 2.098915 loss: 15.216495 eta: 42 days, 17:32:46 batch_cost: 1.0843 data_cost: 0.0014 ips: 7.3784 images/s
[08/10 14:38:11] ppdet.engine INFO: Epoch: [10] [ 4400/54024] learning_rate: 0.000100 loss_class: 0.687879 loss_bbox: 0.106113 loss_giou: 0.502863 loss_class_aux: 4.364181 loss_bbox_aux: 0.691614 loss_giou_aux: 3.112411 loss_class_dn: 0.350783 loss_bbox_dn: 0.095901 loss_giou_dn: 0.381655 loss_class_aux_dn: 1.865937 loss_bbox_aux_dn: 0.620146 loss_giou_aux_dn: 2.205313 loss: 15.096900 eta: 42 days, 17:32:10 batch_cost: 1.1526 data_cost: 0.0139 ips: 6.9407 images/s
[08/10 14:40:03] ppdet.engine INFO: Epoch: [10] [ 4500/54024] learning_rate: 0.000100 loss_class: 0.666634 loss_bbox: 0.105685 loss_giou: 0.511212 loss_class_aux: 4.102907 loss_bbox_aux: 0.692717 loss_giou_aux: 3.196639 loss_class_dn: 0.338002 loss_bbox_dn: 0.101932 loss_giou_dn: 0.388312 loss_class_aux_dn: 1.836800 loss_bbox_aux_dn: 0.639693 loss_giou_aux_dn: 2.215836 loss: 14.602197 eta: 42 days, 17:29:20 batch_cost: 1.0645 data_cost: 0.0014 ips: 7.5151 images/s
[08/10 14:42:01] ppdet.engine INFO: Epoch: [10] [ 4600/54024] learning_rate: 0.000100 loss_class: 0.730375 loss_bbox: 0.112993 loss_giou: 0.535907 loss_class_aux: 4.527451 loss_bbox_aux: 0.773087 loss_giou_aux: 3.395925 loss_class_dn: 0.355406 loss_bbox_dn: 0.110977 loss_giou_dn: 0.411091 loss_class_aux_dn: 1.939569 loss_bbox_aux_dn: 0.674337 loss_giou_aux_dn: 2.335120 loss: 15.918674 eta: 42 days, 17:28:17 batch_cost: 1.1348 data_cost: 0.0013 ips: 7.0494 images/s
[08/10 14:43:58] ppdet.engine INFO: Epoch: [10] [ 4700/54024] learning_rate: 0.000100 loss_class: 0.688227 loss_bbox: 0.110998 loss_giou: 0.535996 loss_class_aux: 4.246488 loss_bbox_aux: 0.712850 loss_giou_aux: 3.302915 loss_class_dn: 0.351140 loss_bbox_dn: 0.106489 loss_giou_dn: 0.404265 loss_class_aux_dn: 1.904825 loss_bbox_aux_dn: 0.663757 loss_giou_aux_dn: 2.276724 loss: 15.815304 eta: 42 days, 17:26:35 batch_cost: 1.1087 data_cost: 0.0013 ips: 7.2157 images/s
[08/10 14:45:53] ppdet.engine INFO: Epoch: [10] [ 4800/54024] learning_rate: 0.000100 loss_class: 0.679634 loss_bbox: 0.105879 loss_giou: 0.486226 loss_class_aux: 4.189281 loss_bbox_aux: 0.661057 loss_giou_aux: 3.053651 loss_class_dn: 0.341409 loss_bbox_dn: 0.092342 loss_giou_dn: 0.369159 loss_class_aux_dn: 1.863995 loss_bbox_aux_dn: 0.559096 loss_giou_aux_dn: 2.117420 loss: 14.639901 eta: 42 days, 17:24:37 batch_cost: 1.0991 data_cost: 0.0016 ips: 7.2788 images/s
[08/10 14:47:45] ppdet.engine INFO: Epoch: [10] [ 4900/54024] learning_rate: 0.000100 loss_class: 0.658122 loss_bbox: 0.113160 loss_giou: 0.488316 loss_class_aux: 4.080569 loss_bbox_aux: 0.731481 loss_giou_aux: 2.984753 loss_class_dn: 0.339955 loss_bbox_dn: 0.095611 loss_giou_dn: 0.386671 loss_class_aux_dn: 1.831289 loss_bbox_aux_dn: 0.582951 loss_giou_aux_dn: 2.195313 loss: 14.978103 eta: 42 days, 17:22:04 batch_cost: 1.0751 data_cost: 0.0017 ips: 7.4409 images/s
[08/10 14:49:39] ppdet.engine INFO: Epoch: [10] [ 5000/54024] learning_rate: 0.000100 loss_class: 0.651472 loss_bbox: 0.106645 loss_giou: 0.485765 loss_class_aux: 4.001328 loss_bbox_aux: 0.684670 loss_giou_aux: 3.037186 loss_class_dn: 0.325860 loss_bbox_dn: 0.098928 loss_giou_dn: 0.356955 loss_class_aux_dn: 1.776286 loss_bbox_aux_dn: 0.622037 loss_giou_aux_dn: 2.065555 loss: 14.207148 eta: 42 days, 17:19:43 batch_cost: 1.0835 data_cost: 0.0014 ips: 7.3838 images/s
[08/10 14:51:34] ppdet.engine INFO: Epoch: [10] [ 5100/54024] learning_rate: 0.000100 loss_class: 0.686887 loss_bbox: 0.113350 loss_giou: 0.493758 loss_class_aux: 4.270393 loss_bbox_aux: 0.715053 loss_giou_aux: 3.138704 loss_class_dn: 0.342223 loss_bbox_dn: 0.100324 loss_giou_dn: 0.372996 loss_class_aux_dn: 1.834605 loss_bbox_aux_dn: 0.623542 loss_giou_aux_dn: 2.152969 loss: 15.068392 eta: 42 days, 17:17:52 batch_cost: 1.1034 data_cost: 0.0013 ips: 7.2502 images/s
[08/10 14:53:36] ppdet.engine INFO: Epoch: [10] [ 5200/54024] learning_rate: 0.000100 loss_class: 0.727959 loss_bbox: 0.111208 loss_giou: 0.499665 loss_class_aux: 4.533406 loss_bbox_aux: 0.742850 loss_giou_aux: 3.176810 loss_class_dn: 0.361675 loss_bbox_dn: 0.103190 loss_giou_dn: 0.383169 loss_class_aux_dn: 1.975533 loss_bbox_aux_dn: 0.613230 loss_giou_aux_dn: 2.169225 loss: 15.397550 eta: 42 days, 17:17:30 batch_cost: 1.1619 data_cost: 0.0358 ips: 6.8852 images/s
[08/10 14:55:34] ppdet.engine INFO: Epoch: [10] [ 5300/54024] learning_rate: 0.000100 loss_class: 0.690928 loss_bbox: 0.100519 loss_giou: 0.462630 loss_class_aux: 4.347506 loss_bbox_aux: 0.642466 loss_giou_aux: 2.939057 loss_class_dn: 0.330510 loss_bbox_dn: 0.094563 loss_giou_dn: 0.355717 loss_class_aux_dn: 1.800811 loss_bbox_aux_dn: 0.583996 loss_giou_aux_dn: 2.045271 loss: 14.248628 eta: 42 days, 17:16:20 batch_cost: 1.1308 data_cost: 0.0013 ips: 7.0746 images/s
[08/10 14:57:27] ppdet.engine INFO: Epoch: [10] [ 5400/54024] learning_rate: 0.000100 loss_class: 0.650872 loss_bbox: 0.102139 loss_giou: 0.452145 loss_class_aux: 4.063010 loss_bbox_aux: 0.657825 loss_giou_aux: 2.863441 loss_class_dn: 0.325827 loss_bbox_dn: 0.095683 loss_giou_dn: 0.341367 loss_class_aux_dn: 1.772786 loss_bbox_aux_dn: 0.601142 loss_giou_aux_dn: 1.982178 loss: 13.999679 eta: 42 days, 17:13:46 batch_cost: 1.0746 data_cost: 0.0013 ips: 7.4448 images/s
[08/10 14:59:31] ppdet.engine INFO: Epoch: [10] [ 5500/54024] learning_rate: 0.000100 loss_class: 0.672116 loss_bbox: 0.106887 loss_giou: 0.472622 loss_class_aux: 4.217247 loss_bbox_aux: 0.711064 loss_giou_aux: 2.964957 loss_class_dn: 0.344834 loss_bbox_dn: 0.098366 loss_giou_dn: 0.361411 loss_class_aux_dn: 1.865682 loss_bbox_aux_dn: 0.613095 loss_giou_aux_dn: 2.075249 loss: 14.723270 eta: 42 days, 17:13:59 batch_cost: 1.1857 data_cost: 0.0342 ips: 6.7470 images/s
[08/10 15:01:33] ppdet.engine INFO: Epoch: [10] [ 5600/54024] learning_rate: 0.000100 loss_class: 0.697266 loss_bbox: 0.110157 loss_giou: 0.505102 loss_class_aux: 4.341263 loss_bbox_aux: 0.734866 loss_giou_aux: 3.197575 loss_class_dn: 0.345571 loss_bbox_dn: 0.103968 loss_giou_dn: 0.391437 loss_class_aux_dn: 1.860844 loss_bbox_aux_dn: 0.639178 loss_giou_aux_dn: 2.249403 loss: 15.396093 eta: 42 days, 17:13:57 batch_cost: 1.1752 data_cost: 0.0013 ips: 6.8073 images/s
[08/10 15:03:29] ppdet.engine INFO: Epoch: [10] [ 5700/54024] learning_rate: 0.000100 loss_class: 0.664615 loss_bbox: 0.102950 loss_giou: 0.434063 loss_class_aux: 4.093194 loss_bbox_aux: 0.689353 loss_giou_aux: 2.781508 loss_class_dn: 0.330979 loss_bbox_dn: 0.099314 loss_giou_dn: 0.345035 loss_class_aux_dn: 1.785421 loss_bbox_aux_dn: 0.627707 loss_giou_aux_dn: 2.026124 loss: 14.072481 eta: 42 days, 17:12:19 batch_cost: 1.1124 data_cost: 0.0594 ips: 7.1919 images/s
[08/10 15:05:28] ppdet.engine INFO: Epoch: [10] [ 5800/54024] learning_rate: 0.000100 loss_class: 0.725410 loss_bbox: 0.103411 loss_giou: 0.496721 loss_class_aux: 4.522153 loss_bbox_aux: 0.692693 loss_giou_aux: 3.141147 loss_class_dn: 0.351262 loss_bbox_dn: 0.100550 loss_giou_dn: 0.378665 loss_class_aux_dn: 1.900291 loss_bbox_aux_dn: 0.612549 loss_giou_aux_dn: 2.172686 loss: 15.225813 eta: 42 days, 17:11:17 batch_cost: 1.1357 data_cost: 0.0013 ips: 7.0441 images/s
[08/10 15:07:19] ppdet.engine INFO: Epoch: [10] [ 5900/54024] learning_rate: 0.000100 loss_class: 0.699729 loss_bbox: 0.112128 loss_giou: 0.500251 loss_class_aux: 4.291262 loss_bbox_aux: 0.730368 loss_giou_aux: 3.092175 loss_class_dn: 0.354072 loss_bbox_dn: 0.095078 loss_giou_dn: 0.379514 loss_class_aux_dn: 1.894978 loss_bbox_aux_dn: 0.598237 loss_giou_aux_dn: 2.125768 loss: 15.095644 eta: 42 days, 17:08:24 batch_cost: 1.0623 data_cost: 0.0014 ips: 7.5310 images/s
[08/10 15:09:17] ppdet.engine INFO: Epoch: [10] [ 6000/54024] learning_rate: 0.000100 loss_class: 0.695573 loss_bbox: 0.107865 loss_giou: 0.507337 loss_class_aux: 4.355480 loss_bbox_aux: 0.698130 loss_giou_aux: 3.149666 loss_class_dn: 0.350295 loss_bbox_dn: 0.096058 loss_giou_dn: 0.383253 loss_class_aux_dn: 1.889055 loss_bbox_aux_dn: 0.597536 loss_giou_aux_dn: 2.194033 loss: 15.136581 eta: 42 days, 17:07:14 batch_cost: 1.1308 data_cost: 0.0013 ips: 7.0748 images/s
[08/10 15:11:10] ppdet.engine INFO: Epoch: [10] [ 6100/54024] learning_rate: 0.000100 loss_class: 0.667643 loss_bbox: 0.106617 loss_giou: 0.497480 loss_class_aux: 4.110989 loss_bbox_aux: 0.695115 loss_giou_aux: 3.076147 loss_class_dn: 0.351449 loss_bbox_dn: 0.107054 loss_giou_dn: 0.372368 loss_class_aux_dn: 1.897754 loss_bbox_aux_dn: 0.667243 loss_giou_aux_dn: 2.174737 loss: 15.065331 eta: 42 days, 17:04:32 batch_cost: 1.0692 data_cost: 0.0014 ips: 7.4821 images/s
[08/10 15:13:15] ppdet.engine INFO: Epoch: [10] [ 6200/54024] learning_rate: 0.000100 loss_class: 0.694617 loss_bbox: 0.106000 loss_giou: 0.439370 loss_class_aux: 4.346077 loss_bbox_aux: 0.706287 loss_giou_aux: 2.792586 loss_class_dn: 0.336175 loss_bbox_dn: 0.098269 loss_giou_dn: 0.345805 loss_class_aux_dn: 1.804119 loss_bbox_aux_dn: 0.621715 loss_giou_aux_dn: 1.970563 loss: 14.335284 eta: 42 days, 17:05:00 batch_cost: 1.1956 data_cost: 0.0013 ips: 6.6912 images/s
[08/10 15:15:09] ppdet.engine INFO: Epoch: [10] [ 6300/54024] learning_rate: 0.000100 loss_class: 0.720318 loss_bbox: 0.109431 loss_giou: 0.465117 loss_class_aux: 4.454623 loss_bbox_aux: 0.694476 loss_giou_aux: 2.876985 loss_class_dn: 0.338001 loss_bbox_dn: 0.104283 loss_giou_dn: 0.365868 loss_class_aux_dn: 1.846550 loss_bbox_aux_dn: 0.628168 loss_giou_aux_dn: 2.106294 loss: 15.092027 eta: 42 days, 17:02:43 batch_cost: 1.0865 data_cost: 0.0013 ips: 7.3632 images/s
[08/10 15:17:03] ppdet.engine INFO: Epoch: [10] [ 6400/54024] learning_rate: 0.000100 loss_class: 0.685884 loss_bbox: 0.114220 loss_giou: 0.528149 loss_class_aux: 4.298267 loss_bbox_aux: 0.726027 loss_giou_aux: 3.310584 loss_class_dn: 0.348819 loss_bbox_dn: 0.102883 loss_giou_dn: 0.383392 loss_class_aux_dn: 1.889307 loss_bbox_aux_dn: 0.619774 loss_giou_aux_dn: 2.172999 loss: 15.275449 eta: 42 days, 17:00:28 batch_cost: 1.0868 data_cost: 0.0014 ips: 7.3609 images/s
[08/10 15:18:57] ppdet.engine INFO: Epoch: [10] [ 6500/54024] learning_rate: 0.000100 loss_class: 0.696629 loss_bbox: 0.108735 loss_giou: 0.504601 loss_class_aux: 4.385501 loss_bbox_aux: 0.687308 loss_giou_aux: 3.129662 loss_class_dn: 0.350328 loss_bbox_dn: 0.094281 loss_giou_dn: 0.371232 loss_class_aux_dn: 1.892327 loss_bbox_aux_dn: 0.594771 loss_giou_aux_dn: 2.126037 loss: 15.235157 eta: 42 days, 16:58:27 batch_cost: 1.0968 data_cost: 0.0013 ips: 7.2942 images/s
[08/10 15:21:14] ppdet.engine INFO: Epoch: [10] [ 6600/54024] learning_rate: 0.000100 loss_class: 0.682111 loss_bbox: 0.110974 loss_giou: 0.479702 loss_class_aux: 4.306324 loss_bbox_aux: 0.708300 loss_giou_aux: 2.986182 loss_class_dn: 0.344913 loss_bbox_dn: 0.097988 loss_giou_dn: 0.358601 loss_class_aux_dn: 1.856648 loss_bbox_aux_dn: 0.603774 loss_giou_aux_dn: 2.073356 loss: 14.661475 eta: 42 days, 17:01:54 batch_cost: 1.3155 data_cost: 0.0884 ips: 6.0811 images/s
[08/10 15:23:09] ppdet.engine INFO: Epoch: [10] [ 6700/54024] learning_rate: 0.000100 loss_class: 0.701672 loss_bbox: 0.117669 loss_giou: 0.508459 loss_class_aux: 4.281319 loss_bbox_aux: 0.785554 loss_giou_aux: 3.179718 loss_class_dn: 0.350656 loss_bbox_dn: 0.104475 loss_giou_dn: 0.378253 loss_class_aux_dn: 1.891264 loss_bbox_aux_dn: 0.644648 loss_giou_aux_dn: 2.215259 loss: 15.000898 eta: 42 days, 17:00:03 batch_cost: 1.1031 data_cost: 0.0013 ips: 7.2525 images/s
[08/10 15:25:04] ppdet.engine INFO: Epoch: [10] [ 6800/54024] learning_rate: 0.000100 loss_class: 0.680455 loss_bbox: 0.106104 loss_giou: 0.508796 loss_class_aux: 4.273867 loss_bbox_aux: 0.685871 loss_giou_aux: 3.259093 loss_class_dn: 0.348173 loss_bbox_dn: 0.096227 loss_giou_dn: 0.385650 loss_class_aux_dn: 1.896322 loss_bbox_aux_dn: 0.600865 loss_giou_aux_dn: 2.191411 loss: 15.249822 eta: 42 days, 16:58:00 batch_cost: 1.0959 data_cost: 0.0013 ips: 7.2997 images/s
[08/10 15:26:56] ppdet.engine INFO: Epoch: [10] [ 6900/54024] learning_rate: 0.000100 loss_class: 0.693656 loss_bbox: 0.103559 loss_giou: 0.465751 loss_class_aux: 4.359680 loss_bbox_aux: 0.676780 loss_giou_aux: 2.890012 loss_class_dn: 0.338192 loss_bbox_dn: 0.098437 loss_giou_dn: 0.356950 loss_class_aux_dn: 1.833541 loss_bbox_aux_dn: 0.608087 loss_giou_aux_dn: 2.044843 loss: 14.758147 eta: 42 days, 16:55:14 batch_cost: 1.0667 data_cost: 0.0013 ips: 7.4999 images/s
[08/10 15:28:45] ppdet.engine INFO: Epoch: [10] [ 7000/54024] learning_rate: 0.000100 loss_class: 0.710923 loss_bbox: 0.103803 loss_giou: 0.469169 loss_class_aux: 4.488842 loss_bbox_aux: 0.665660 loss_giou_aux: 2.907269 loss_class_dn: 0.343853 loss_bbox_dn: 0.101309 loss_giou_dn: 0.356127 loss_class_aux_dn: 1.873499 loss_bbox_aux_dn: 0.620624 loss_giou_aux_dn: 2.043112 loss: 15.001367 eta: 42 days, 16:51:41 batch_cost: 1.0352 data_cost: 0.0013 ips: 7.7276 images/s
[08/10 15:30:36] ppdet.engine INFO: Epoch: [10] [ 7100/54024] learning_rate: 0.000100 loss_class: 0.699139 loss_bbox: 0.110525 loss_giou: 0.544720 loss_class_aux: 4.386669 loss_bbox_aux: 0.723428 loss_giou_aux: 3.385690 loss_class_dn: 0.356621 loss_bbox_dn: 0.102271 loss_giou_dn: 0.382945 loss_class_aux_dn: 1.912836 loss_bbox_aux_dn: 0.635944 loss_giou_aux_dn: 2.218045 loss: 15.501618 eta: 42 days, 16:48:42 batch_cost: 1.0581 data_cost: 0.0013 ips: 7.5607 images/s
[08/10 15:32:34] ppdet.engine INFO: Epoch: [10] [ 7200/54024] learning_rate: 0.000100 loss_class: 0.718021 loss_bbox: 0.108255 loss_giou: 0.474965 loss_class_aux: 4.400406 loss_bbox_aux: 0.709528 loss_giou_aux: 2.999787 loss_class_dn: 0.340912 loss_bbox_dn: 0.107138 loss_giou_dn: 0.380612 loss_class_aux_dn: 1.855792 loss_bbox_aux_dn: 0.652203 loss_giou_aux_dn: 2.159840 loss: 14.748055 eta: 42 days, 16:47:26 batch_cost: 1.1270 data_cost: 0.0013 ips: 7.0987 images/s
[08/10 15:34:30] ppdet.engine INFO: Epoch: [10] [ 7300/54024] learning_rate: 0.000100 loss_class: 0.681802 loss_bbox: 0.108916 loss_giou: 0.476870 loss_class_aux: 4.169105 loss_bbox_aux: 0.695826 loss_giou_aux: 2.991427 loss_class_dn: 0.346509 loss_bbox_dn: 0.101281 loss_giou_dn: 0.356929 loss_class_aux_dn: 1.873417 loss_bbox_aux_dn: 0.637099 loss_giou_aux_dn: 2.071663 loss: 14.660285 eta: 42 days, 16:45:41 batch_cost: 1.1071 data_cost: 0.0014 ips: 7.2262 images/s
[08/10 15:36:27] ppdet.engine INFO: Epoch: [10] [ 7400/54024] learning_rate: 0.000100 loss_class: 0.664526 loss_bbox: 0.106651 loss_giou: 0.500234 loss_class_aux: 4.233311 loss_bbox_aux: 0.705453 loss_giou_aux: 3.084611 loss_class_dn: 0.341895 loss_bbox_dn: 0.090737 loss_giou_dn: 0.362762 loss_class_aux_dn: 1.833667 loss_bbox_aux_dn: 0.573015 loss_giou_aux_dn: 2.057998 loss: 15.097502 eta: 42 days, 16:44:08 batch_cost: 1.1152 data_cost: 0.0013 ips: 7.1734 images/s
[08/10 15:38:24] ppdet.engine INFO: Epoch: [10] [ 7500/54024] learning_rate: 0.000100 loss_class: 0.663307 loss_bbox: 0.101824 loss_giou: 0.442584 loss_class_aux: 4.096450 loss_bbox_aux: 0.675386 loss_giou_aux: 2.749504 loss_class_dn: 0.327276 loss_bbox_dn: 0.104163 loss_giou_dn: 0.344556 loss_class_aux_dn: 1.788561 loss_bbox_aux_dn: 0.620949 loss_giou_aux_dn: 1.988882 loss: 14.300497 eta: 42 days, 16:42:43 batch_cost: 1.1207 data_cost: 0.0013 ips: 7.1383 images/s
[08/10 15:40:20] ppdet.engine INFO: Epoch: [10] [ 7600/54024] learning_rate: 0.000100 loss_class: 0.725494 loss_bbox: 0.107482 loss_giou: 0.444049 loss_class_aux: 4.492742 loss_bbox_aux: 0.697920 loss_giou_aux: 2.785042 loss_class_dn: 0.333156 loss_bbox_dn: 0.103108 loss_giou_dn: 0.340484 loss_class_aux_dn: 1.846479 loss_bbox_aux_dn: 0.649550 loss_giou_aux_dn: 1.941258 loss: 14.793797 eta: 42 days, 16:40:53 batch_cost: 1.1047 data_cost: 0.0015 ips: 7.2419 images/s
[08/10 15:42:21] ppdet.engine INFO: Epoch: [10] [ 7700/54024] learning_rate: 0.000100 loss_class: 0.680209 loss_bbox: 0.114770 loss_giou: 0.462686 loss_class_aux: 4.326567 loss_bbox_aux: 0.732327 loss_giou_aux: 2.878309 loss_class_dn: 0.343292 loss_bbox_dn: 0.108870 loss_giou_dn: 0.351144 loss_class_aux_dn: 1.888742 loss_bbox_aux_dn: 0.671906 loss_giou_aux_dn: 2.030214 loss: 15.233857 eta: 42 days, 16:40:23 batch_cost: 1.1574 data_cost: 0.0013 ips: 6.9123 images/s
[08/10 15:44:17] ppdet.engine INFO: Epoch: [10] [ 7800/54024] learning_rate: 0.000100 loss_class: 0.697610 loss_bbox: 0.113742 loss_giou: 0.491211 loss_class_aux: 4.231037 loss_bbox_aux: 0.734375 loss_giou_aux: 3.055877 loss_class_dn: 0.349744 loss_bbox_dn: 0.098866 loss_giou_dn: 0.363658 loss_class_aux_dn: 1.896210 loss_bbox_aux_dn: 0.614710 loss_giou_aux_dn: 2.098588 loss: 15.120433 eta: 42 days, 16:38:31 batch_cost: 1.1030 data_cost: 0.0013 ips: 7.2527 images/s
[08/10 15:46:07] ppdet.engine INFO: Epoch: [10] [ 7900/54024] learning_rate: 0.000100 loss_class: 0.707072 loss_bbox: 0.118654 loss_giou: 0.526443 loss_class_aux: 4.399482 loss_bbox_aux: 0.767956 loss_giou_aux: 3.238750 loss_class_dn: 0.331158 loss_bbox_dn: 0.115366 loss_giou_dn: 0.381262 loss_class_aux_dn: 1.810871 loss_bbox_aux_dn: 0.722683 loss_giou_aux_dn: 2.235929 loss: 15.460282 eta: 42 days, 16:35:15 batch_cost: 1.0464 data_cost: 0.0014 ips: 7.6450 images/s
[08/10 15:48:11] ppdet.engine INFO: Epoch: [10] [ 8000/54024] learning_rate: 0.000100 loss_class: 0.691949 loss_bbox: 0.109438 loss_giou: 0.505482 loss_class_aux: 4.244208 loss_bbox_aux: 0.693771 loss_giou_aux: 3.151434 loss_class_dn: 0.345072 loss_bbox_dn: 0.100176 loss_giou_dn: 0.383355 loss_class_aux_dn: 1.879641 loss_bbox_aux_dn: 0.629364 loss_giou_aux_dn: 2.176645 loss: 15.060454 eta: 42 days, 16:35:37 batch_cost: 1.1926 data_cost: 0.0013 ips: 6.7081 images/s
[08/10 15:50:25] ppdet.engine INFO: Epoch: [10] [ 8100/54024] learning_rate: 0.000100 loss_class: 0.708304 loss_bbox: 0.115773 loss_giou: 0.512127 loss_class_aux: 4.420715 loss_bbox_aux: 0.728501 loss_giou_aux: 3.206298 loss_class_dn: 0.351967 loss_bbox_dn: 0.106687 loss_giou_dn: 0.390867 loss_class_aux_dn: 1.920937 loss_bbox_aux_dn: 0.655409 loss_giou_aux_dn: 2.240848 loss: 15.477564 eta: 42 days, 16:38:20 batch_cost: 1.2869 data_cost: 0.0013 ips: 6.2167 images/s
[08/10 15:52:18] ppdet.engine INFO: Epoch: [10] [ 8200/54024] learning_rate: 0.000100 loss_class: 0.710588 loss_bbox: 0.108556 loss_giou: 0.476835 loss_class_aux: 4.447655 loss_bbox_aux: 0.696772 loss_giou_aux: 3.023511 loss_class_dn: 0.344353 loss_bbox_dn: 0.101604 loss_giou_dn: 0.362851 loss_class_aux_dn: 1.875250 loss_bbox_aux_dn: 0.622221 loss_giou_aux_dn: 2.100989 loss: 15.015583 eta: 42 days, 16:35:36 batch_cost: 1.0683 data_cost: 0.0014 ips: 7.4882 images/s
[08/10 15:54:09] ppdet.engine INFO: Epoch: [10] [ 8300/54024] learning_rate: 0.000100 loss_class: 0.683686 loss_bbox: 0.110721 loss_giou: 0.496774 loss_class_aux: 4.209342 loss_bbox_aux: 0.709813 loss_giou_aux: 3.030136 loss_class_dn: 0.340821 loss_bbox_dn: 0.098392 loss_giou_dn: 0.361266 loss_class_aux_dn: 1.849719 loss_bbox_aux_dn: 0.598084 loss_giou_aux_dn: 2.064080 loss: 14.786338 eta: 42 days, 16:32:47 batch_cost: 1.0642 data_cost: 0.0013 ips: 7.5174 images/s
[08/10 15:56:02] ppdet.engine INFO: Epoch: [10] [ 8400/54024] learning_rate: 0.000100 loss_class: 0.720161 loss_bbox: 0.115090 loss_giou: 0.501420 loss_class_aux: 4.520112 loss_bbox_aux: 0.743973 loss_giou_aux: 3.089628 loss_class_dn: 0.368252 loss_bbox_dn: 0.108700 loss_giou_dn: 0.375510 loss_class_aux_dn: 1.973566 loss_bbox_aux_dn: 0.681349 loss_giou_aux_dn: 2.142479 loss: 15.585364 eta: 42 days, 16:30:17 batch_cost: 1.0776 data_cost: 0.0014 ips: 7.4241 images/s
[08/10 15:57:55] ppdet.engine INFO: Epoch: [10] [ 8500/54024] learning_rate: 0.000100 loss_class: 0.693024 loss_bbox: 0.108689 loss_giou: 0.470567 loss_class_aux: 4.326170 loss_bbox_aux: 0.690327 loss_giou_aux: 2.938090 loss_class_dn: 0.348495 loss_bbox_dn: 0.103774 loss_giou_dn: 0.368184 loss_class_aux_dn: 1.925530 loss_bbox_aux_dn: 0.645904 loss_giou_aux_dn: 2.092536 loss: 15.005909 eta: 42 days, 16:27:46 batch_cost: 1.0767 data_cost: 0.0013 ips: 7.4301 images/s
[08/10 15:59:48] ppdet.engine INFO: Epoch: [10] [ 8600/54024] learning_rate: 0.000100 loss_class: 0.681946 loss_bbox: 0.105680 loss_giou: 0.468973 loss_class_aux: 4.266088 loss_bbox_aux: 0.692584 loss_giou_aux: 2.902606 loss_class_dn: 0.329810 loss_bbox_dn: 0.093884 loss_giou_dn: 0.360637 loss_class_aux_dn: 1.787786 loss_bbox_aux_dn: 0.584764 loss_giou_aux_dn: 2.039051 loss: 14.672708 eta: 42 days, 16:25:16 batch_cost: 1.0772 data_cost: 0.0013 ips: 7.4268 images/s
[08/10 16:01:41] ppdet.engine INFO: Epoch: [10] [ 8700/54024] learning_rate: 0.000100 loss_class: 0.689700 loss_bbox: 0.105559 loss_giou: 0.488059 loss_class_aux: 4.283530 loss_bbox_aux: 0.675262 loss_giou_aux: 3.045674 loss_class_dn: 0.337586 loss_bbox_dn: 0.094216 loss_giou_dn: 0.388833 loss_class_aux_dn: 1.816472 loss_bbox_aux_dn: 0.596457 loss_giou_aux_dn: 2.212997 loss: 15.170907 eta: 42 days, 16:22:45 batch_cost: 1.0761 data_cost: 0.0014 ips: 7.4342 images/s
[08/10 16:03:46] ppdet.engine INFO: Epoch: [10] [ 8800/54024] learning_rate: 0.000100 loss_class: 0.717693 loss_bbox: 0.107994 loss_giou: 0.465067 loss_class_aux: 4.420355 loss_bbox_aux: 0.714903 loss_giou_aux: 2.914753 loss_class_dn: 0.345675 loss_bbox_dn: 0.097335 loss_giou_dn: 0.358839 loss_class_aux_dn: 1.831346 loss_bbox_aux_dn: 0.610218 loss_giou_aux_dn: 2.039068 loss: 14.609347 eta: 42 days, 16:23:21 batch_cost: 1.2025 data_cost: 0.0014 ips: 6.6526 images/s
[08/10 16:06:37] ppdet.engine INFO: Epoch: [10] [ 8900/54024] learning_rate: 0.000100 loss_class: 0.682485 loss_bbox: 0.111821 loss_giou: 0.457929 loss_class_aux: 4.166444 loss_bbox_aux: 0.708453 loss_giou_aux: 2.855948 loss_class_dn: 0.337903 loss_bbox_dn: 0.097766 loss_giou_dn: 0.359027 loss_class_aux_dn: 1.824628 loss_bbox_aux_dn: 0.589580 loss_giou_aux_dn: 2.055950 loss: 14.327686 eta: 42 days, 16:35:04 batch_cost: 1.6518 data_cost: 0.4918 ips: 4.8431 images/s
[08/10 16:08:46] ppdet.engine INFO: Epoch: [10] [ 9000/54024] learning_rate: 0.000100 loss_class: 0.705454 loss_bbox: 0.112246 loss_giou: 0.510342 loss_class_aux: 4.352019 loss_bbox_aux: 0.722039 loss_giou_aux: 3.154443 loss_class_dn: 0.351801 loss_bbox_dn: 0.092290 loss_giou_dn: 0.378783 loss_class_aux_dn: 1.894323 loss_bbox_aux_dn: 0.554629 loss_giou_aux_dn: 2.180983 loss: 15.619320 eta: 42 days, 16:36:38 batch_cost: 1.2419 data_cost: 0.0013 ips: 6.4415 images/s
[08/10 16:10:43] ppdet.engine INFO: Epoch: [10] [ 9100/54024] learning_rate: 0.000100 loss_class: 0.682164 loss_bbox: 0.106949 loss_giou: 0.507408 loss_class_aux: 4.198097 loss_bbox_aux: 0.689898 loss_giou_aux: 3.132492 loss_class_dn: 0.348826 loss_bbox_dn: 0.099162 loss_giou_dn: 0.389927 loss_class_aux_dn: 1.890838 loss_bbox_aux_dn: 0.600140 loss_giou_aux_dn: 2.223091 loss: 15.193726 eta: 42 days, 16:35:06 batch_cost: 1.1164 data_cost: 0.0013 ips: 7.1656 images/s
[08/10 16:12:48] ppdet.engine INFO: Epoch: [10] [ 9200/54024] learning_rate: 0.000100 loss_class: 0.653727 loss_bbox: 0.104138 loss_giou: 0.447674 loss_class_aux: 4.168632 loss_bbox_aux: 0.669756 loss_giou_aux: 2.791126 loss_class_dn: 0.331058 loss_bbox_dn: 0.092848 loss_giou_dn: 0.337489 loss_class_aux_dn: 1.786878 loss_bbox_aux_dn: 0.575517 loss_giou_aux_dn: 1.956829 loss: 14.166550 eta: 42 days, 16:35:21 batch_cost: 1.1890 data_cost: 0.0013 ips: 6.7281 images/s
[08/10 16:14:44] ppdet.engine INFO: Epoch: [10] [ 9300/54024] learning_rate: 0.000100 loss_class: 0.714428 loss_bbox: 0.110340 loss_giou: 0.507291 loss_class_aux: 4.444731 loss_bbox_aux: 0.724595 loss_giou_aux: 3.151114 loss_class_dn: 0.360025 loss_bbox_dn: 0.096024 loss_giou_dn: 0.377328 loss_class_aux_dn: 1.930717 loss_bbox_aux_dn: 0.608134 loss_giou_aux_dn: 2.177557 loss: 15.554261 eta: 42 days, 16:33:41 batch_cost: 1.1114 data_cost: 0.0013 ips: 7.1979 images/s
[08/10 16:16:48] ppdet.engine INFO: Epoch: [10] [ 9400/54024] learning_rate: 0.000100 loss_class: 0.708096 loss_bbox: 0.106292 loss_giou: 0.501402 loss_class_aux: 4.382630 loss_bbox_aux: 0.705011 loss_giou_aux: 3.106926 loss_class_dn: 0.339661 loss_bbox_dn: 0.108067 loss_giou_dn: 0.376869 loss_class_aux_dn: 1.854437 loss_bbox_aux_dn: 0.657509 loss_giou_aux_dn: 2.180190 loss: 15.082216 eta: 42 days, 16:34:00 batch_cost: 1.1918 data_cost: 0.0013 ips: 6.7127 images/s
[08/10 16:18:41] ppdet.engine INFO: Epoch: [10] [ 9500/54024] learning_rate: 0.000100 loss_class: 0.694059 loss_bbox: 0.106978 loss_giou: 0.517752 loss_class_aux: 4.236660 loss_bbox_aux: 0.724163 loss_giou_aux: 3.216605 loss_class_dn: 0.345476 loss_bbox_dn: 0.100178 loss_giou_dn: 0.389553 loss_class_aux_dn: 1.866259 loss_bbox_aux_dn: 0.648002 loss_giou_aux_dn: 2.230258 loss: 15.426162 eta: 42 days, 16:31:17 batch_cost: 1.0686 data_cost: 0.0014 ips: 7.4861 images/s
[08/10 16:20:38] ppdet.engine INFO: Epoch: [10] [ 9600/54024] learning_rate: 0.000100 loss_class: 0.678457 loss_bbox: 0.102030 loss_giou: 0.507119 loss_class_aux: 4.186337 loss_bbox_aux: 0.657889 loss_giou_aux: 3.150952 loss_class_dn: 0.337348 loss_bbox_dn: 0.096319 loss_giou_dn: 0.369371 loss_class_aux_dn: 1.792515 loss_bbox_aux_dn: 0.581920 loss_giou_aux_dn: 2.105011 loss: 14.863622 eta: 42 days, 16:29:59 batch_cost: 1.1261 data_cost: 0.0014 ips: 7.1039 images/s
[08/10 16:22:42] ppdet.engine INFO: Epoch: [10] [ 9700/54024] learning_rate: 0.000100 loss_class: 0.661400 loss_bbox: 0.101762 loss_giou: 0.501048 loss_class_aux: 4.110699 loss_bbox_aux: 0.653967 loss_giou_aux: 3.093986 loss_class_dn: 0.345960 loss_bbox_dn: 0.091113 loss_giou_dn: 0.363217 loss_class_aux_dn: 1.864222 loss_bbox_aux_dn: 0.573731 loss_giou_aux_dn: 2.075912 loss: 14.731465 eta: 42 days, 16:30:04 batch_cost: 1.1824 data_cost: 0.0013 ips: 6.7657 images/s
[08/10 16:24:47] ppdet.engine INFO: Epoch: [10] [ 9800/54024] learning_rate: 0.000100 loss_class: 0.682435 loss_bbox: 0.110166 loss_giou: 0.474648 loss_class_aux: 4.247987 loss_bbox_aux: 0.724402 loss_giou_aux: 2.917026 loss_class_dn: 0.328027 loss_bbox_dn: 0.100199 loss_giou_dn: 0.359291 loss_class_aux_dn: 1.796094 loss_bbox_aux_dn: 0.603399 loss_giou_aux_dn: 2.038332 loss: 14.367867 eta: 42 days, 16:30:34 batch_cost: 1.1991 data_cost: 0.0014 ips: 6.6714 images/s
[08/10 16:26:47] ppdet.engine INFO: Epoch: [10] [ 9900/54024] learning_rate: 0.000100 loss_class: 0.718403 loss_bbox: 0.106013 loss_giou: 0.515545 loss_class_aux: 4.434306 loss_bbox_aux: 0.688779 loss_giou_aux: 3.180816 loss_class_dn: 0.365011 loss_bbox_dn: 0.095135 loss_giou_dn: 0.401966 loss_class_aux_dn: 1.953907 loss_bbox_aux_dn: 0.602167 loss_giou_aux_dn: 2.323815 loss: 16.033628 eta: 42 days, 16:29:46 batch_cost: 1.1465 data_cost: 0.0014 ips: 6.9776 images/s
[08/10 16:28:45] ppdet.engine INFO: Epoch: [10] [10000/54024] learning_rate: 0.000100 loss_class: 0.700956 loss_bbox: 0.110320 loss_giou: 0.482242 loss_class_aux: 4.319611 loss_bbox_aux: 0.715650 loss_giou_aux: 2.994415 loss_class_dn: 0.331879 loss_bbox_dn: 0.096361 loss_giou_dn: 0.361148 loss_class_aux_dn: 1.795892 loss_bbox_aux_dn: 0.593665 loss_giou_aux_dn: 2.055948 loss: 14.455049 eta: 42 days, 16:28:19 batch_cost: 1.1199 data_cost: 0.0013 ips: 7.1433 images/s
[08/10 16:30:48] ppdet.engine INFO: Epoch: [10] [10100/54024] learning_rate: 0.000100 loss_class: 0.724420 loss_bbox: 0.117514 loss_giou: 0.536138 loss_class_aux: 4.440625 loss_bbox_aux: 0.747739 loss_giou_aux: 3.285948 loss_class_dn: 0.370751 loss_bbox_dn: 0.108633 loss_giou_dn: 0.409515 loss_class_aux_dn: 1.980488 loss_bbox_aux_dn: 0.678952 loss_giou_aux_dn: 2.323512 loss: 15.924671 eta: 42 days, 16:28:27 batch_cost: 1.1851 data_cost: 0.0410 ips: 6.7502 images/s
[08/10 16:33:01] ppdet.engine INFO: Epoch: [10] [10200/54024] learning_rate: 0.000100 loss_class: 0.683717 loss_bbox: 0.111431 loss_giou: 0.535324 loss_class_aux: 4.250983 loss_bbox_aux: 0.736331 loss_giou_aux: 3.335690 loss_class_dn: 0.358222 loss_bbox_dn: 0.102694 loss_giou_dn: 0.395161 loss_class_aux_dn: 1.942261 loss_bbox_aux_dn: 0.620623 loss_giou_aux_dn: 2.267692 loss: 15.382723 eta: 42 days, 16:30:44 batch_cost: 1.2721 data_cost: 0.0013 ips: 6.2890 images/s
[08/10 16:34:56] ppdet.engine INFO: Epoch: [10] [10300/54024] learning_rate: 0.000100 loss_class: 0.676143 loss_bbox: 0.105839 loss_giou: 0.461645 loss_class_aux: 4.147710 loss_bbox_aux: 0.700733 loss_giou_aux: 2.873716 loss_class_dn: 0.342955 loss_bbox_dn: 0.093524 loss_giou_dn: 0.358873 loss_class_aux_dn: 1.840953 loss_bbox_aux_dn: 0.577417 loss_giou_aux_dn: 2.061748 loss: 14.943953 eta: 42 days, 16:28:47 batch_cost: 1.0999 data_cost: 0.0013 ips: 7.2734 images/s
[08/10 16:36:52] ppdet.engine INFO: Epoch: [10] [10400/54024] learning_rate: 0.000100 loss_class: 0.698724 loss_bbox: 0.099948 loss_giou: 0.499416 loss_class_aux: 4.360992 loss_bbox_aux: 0.656424 loss_giou_aux: 3.102540 loss_class_dn: 0.349432 loss_bbox_dn: 0.100992 loss_giou_dn: 0.379940 loss_class_aux_dn: 1.881823 loss_bbox_aux_dn: 0.614581 loss_giou_aux_dn: 2.174192 loss: 15.064216 eta: 42 days, 16:27:02 batch_cost: 1.1084 data_cost: 0.0288 ips: 7.2174 images/s
[08/10 16:38:44] ppdet.engine INFO: Epoch: [10] [10500/54024] learning_rate: 0.000100 loss_class: 0.731556 loss_bbox: 0.106620 loss_giou: 0.563944 loss_class_aux: 4.528358 loss_bbox_aux: 0.702968 loss_giou_aux: 3.513593 loss_class_dn: 0.365876 loss_bbox_dn: 0.100721 loss_giou_dn: 0.410036 loss_class_aux_dn: 1.940939 loss_bbox_aux_dn: 0.619864 loss_giou_aux_dn: 2.324611 loss: 15.972157 eta: 42 days, 16:24:20 batch_cost: 1.0692 data_cost: 0.0013 ips: 7.4823 images/s
[08/10 16:40:36] ppdet.engine INFO: Epoch: [10] [10600/54024] learning_rate: 0.000100 loss_class: 0.682480 loss_bbox: 0.104215 loss_giou: 0.527349 loss_class_aux: 4.198694 loss_bbox_aux: 0.682088 loss_giou_aux: 3.277747 loss_class_dn: 0.327047 loss_bbox_dn: 0.092723 loss_giou_dn: 0.361858 loss_class_aux_dn: 1.785831 loss_bbox_aux_dn: 0.571628 loss_giou_aux_dn: 2.065049 loss: 14.455573 eta: 42 days, 16:21:34 batch_cost: 1.0667 data_cost: 0.0014 ips: 7.4998 images/s
[08/10 16:42:29] ppdet.engine INFO: Epoch: [10] [10700/54024] learning_rate: 0.000100 loss_class: 0.731411 loss_bbox: 0.108446 loss_giou: 0.510404 loss_class_aux: 4.500189 loss_bbox_aux: 0.710925 loss_giou_aux: 3.205290 loss_class_dn: 0.360146 loss_bbox_dn: 0.099747 loss_giou_dn: 0.378271 loss_class_aux_dn: 1.924713 loss_bbox_aux_dn: 0.625370 loss_giou_aux_dn: 2.166210 loss: 15.329979 eta: 42 days, 16:19:00 batch_cost: 1.0751 data_cost: 0.0014 ips: 7.4414 images/s
[08/10 16:44:24] ppdet.engine INFO: Epoch: [10] [10800/54024] learning_rate: 0.000100 loss_class: 0.653805 loss_bbox: 0.101123 loss_giou: 0.459228 loss_class_aux: 4.056989 loss_bbox_aux: 0.661373 loss_giou_aux: 2.901076 loss_class_dn: 0.340754 loss_bbox_dn: 0.101835 loss_giou_dn: 0.358809 loss_class_aux_dn: 1.854732 loss_bbox_aux_dn: 0.612695 loss_giou_aux_dn: 2.082891 loss: 14.292235 eta: 42 days, 16:16:56 batch_cost: 1.0955 data_cost: 0.0013 ips: 7.3024 images/s
[08/10 16:46:16] ppdet.engine INFO: Epoch: [10] [10900/54024] learning_rate: 0.000100 loss_class: 0.650983 loss_bbox: 0.097749 loss_giou: 0.467110 loss_class_aux: 4.067622 loss_bbox_aux: 0.647585 loss_giou_aux: 2.956072 loss_class_dn: 0.330406 loss_bbox_dn: 0.098993 loss_giou_dn: 0.359098 loss_class_aux_dn: 1.786443 loss_bbox_aux_dn: 0.611900 loss_giou_aux_dn: 2.042335 loss: 14.410272 eta: 42 days, 16:14:19 batch_cost: 1.0725 data_cost: 0.0013 ips: 7.4595 images/s
[08/10 16:47:20] 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.
[08/10 16:47:20] 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.
[08/10 16:48:10] ppdet.engine INFO: Epoch: [10] [11000/54024] learning_rate: 0.000100 loss_class: 0.691146 loss_bbox: 0.110956 loss_giou: 0.488230 loss_class_aux: 4.304872 loss_bbox_aux: 0.708539 loss_giou_aux: 3.046938 loss_class_dn: 0.351065 loss_bbox_dn: 0.093559 loss_giou_dn: 0.369146 loss_class_aux_dn: 1.889316 loss_bbox_aux_dn: 0.600141 loss_giou_aux_dn: 2.133048 loss: 15.494905 eta: 42 days, 16:12:04 batch_cost: 1.0877 data_cost: 0.0013 ips: 7.3547 images/s
[08/10 16:50:17] ppdet.engine INFO: Epoch: [10] [11100/54024] learning_rate: 0.000100 loss_class: 0.664125 loss_bbox: 0.112593 loss_giou: 0.464446 loss_class_aux: 4.127022 loss_bbox_aux: 0.736340 loss_giou_aux: 2.914647 loss_class_dn: 0.327949 loss_bbox_dn: 0.101317 loss_giou_dn: 0.356868 loss_class_aux_dn: 1.755235 loss_bbox_aux_dn: 0.617596 loss_giou_aux_dn: 2.054913 loss: 14.698402 eta: 42 days, 16:13:08 batch_cost: 1.2230 data_cost: 0.0014 ips: 6.5411 images/s
[08/10 16:52:10] ppdet.engine INFO: Epoch: [10] [11200/54024] learning_rate: 0.000100 loss_class: 0.646857 loss_bbox: 0.104310 loss_giou: 0.471474 loss_class_aux: 4.043310 loss_bbox_aux: 0.675660 loss_giou_aux: 2.998840 loss_class_dn: 0.311404 loss_bbox_dn: 0.093494 loss_giou_dn: 0.347091 loss_class_aux_dn: 1.716315 loss_bbox_aux_dn: 0.572691 loss_giou_aux_dn: 1.958424 loss: 13.602513 eta: 42 days, 16:10:42 batch_cost: 1.0807 data_cost: 0.0013 ips: 7.4028 images/s
[08/10 16:54:07] ppdet.engine INFO: Epoch: [10] [11300/54024] learning_rate: 0.000100 loss_class: 0.691514 loss_bbox: 0.106709 loss_giou: 0.483105 loss_class_aux: 4.212616 loss_bbox_aux: 0.715038 loss_giou_aux: 3.038351 loss_class_dn: 0.342700 loss_bbox_dn: 0.099536 loss_giou_dn: 0.365429 loss_class_aux_dn: 1.863787 loss_bbox_aux_dn: 0.626250 loss_giou_aux_dn: 2.107259 loss: 14.852245 eta: 42 days, 16:08:59 batch_cost: 1.1093 data_cost: 0.0013 ips: 7.2119 images/s
[08/10 16:55:59] ppdet.engine INFO: Epoch: [10] [11400/54024] learning_rate: 0.000100 loss_class: 0.686435 loss_bbox: 0.107978 loss_giou: 0.501395 loss_class_aux: 4.165338 loss_bbox_aux: 0.694591 loss_giou_aux: 3.097053 loss_class_dn: 0.334711 loss_bbox_dn: 0.089523 loss_giou_dn: 0.381847 loss_class_aux_dn: 1.817359 loss_bbox_aux_dn: 0.560669 loss_giou_aux_dn: 2.204557 loss: 14.670647 eta: 42 days, 16:06:20 batch_cost: 1.0712 data_cost: 0.0013 ips: 7.4681 images/s
[08/10 16:57:52] ppdet.engine INFO: Epoch: [10] [11500/54024] learning_rate: 0.000100 loss_class: 0.659582 loss_bbox: 0.103634 loss_giou: 0.470105 loss_class_aux: 4.044220 loss_bbox_aux: 0.662290 loss_giou_aux: 2.967869 loss_class_dn: 0.323726 loss_bbox_dn: 0.098265 loss_giou_dn: 0.348227 loss_class_aux_dn: 1.787735 loss_bbox_aux_dn: 0.610053 loss_giou_aux_dn: 1.973419 loss: 14.093951 eta: 42 days, 16:03:39 batch_cost: 1.0699 data_cost: 0.0013 ips: 7.4775 images/s
[08/10 16:59:47] ppdet.engine INFO: Epoch: [10] [11600/54024] learning_rate: 0.000100 loss_class: 0.640994 loss_bbox: 0.105345 loss_giou: 0.440444 loss_class_aux: 4.011956 loss_bbox_aux: 0.699701 loss_giou_aux: 2.763783 loss_class_dn: 0.312133 loss_bbox_dn: 0.096587 loss_giou_dn: 0.334008 loss_class_aux_dn: 1.722139 loss_bbox_aux_dn: 0.595271 loss_giou_aux_dn: 1.954890 loss: 13.648385 eta: 42 days, 16:01:42 batch_cost: 1.0999 data_cost: 0.0204 ips: 7.2731 images/s
[08/10 17:01:51] ppdet.engine INFO: Epoch: [10] [11700/54024] learning_rate: 0.000100 loss_class: 0.663652 loss_bbox: 0.094001 loss_giou: 0.434193 loss_class_aux: 4.108232 loss_bbox_aux: 0.637418 loss_giou_aux: 2.691683 loss_class_dn: 0.323527 loss_bbox_dn: 0.095687 loss_giou_dn: 0.331007 loss_class_aux_dn: 1.748562 loss_bbox_aux_dn: 0.605330 loss_giou_aux_dn: 1.890560 loss: 13.916736 eta: 42 days, 16:02:06 batch_cost: 1.1962 data_cost: 0.0192 ips: 6.6877 images/s
[08/10 17:03:42] ppdet.engine INFO: Epoch: [10] [11800/54024] learning_rate: 0.000100 loss_class: 0.687988 loss_bbox: 0.103770 loss_giou: 0.461763 loss_class_aux: 4.259053 loss_bbox_aux: 0.672872 loss_giou_aux: 2.888836 loss_class_dn: 0.345264 loss_bbox_dn: 0.098630 loss_giou_dn: 0.370206 loss_class_aux_dn: 1.835550 loss_bbox_aux_dn: 0.600777 loss_giou_aux_dn: 2.119675 loss: 15.196417 eta: 42 days, 15:59:00 batch_cost: 1.0531 data_cost: 0.0287 ips: 7.5967 images/s
[08/10 17:05:43] ppdet.engine INFO: Epoch: [10] [11900/54024] learning_rate: 0.000100 loss_class: 0.673488 loss_bbox: 0.111588 loss_giou: 0.511371 loss_class_aux: 4.144186 loss_bbox_aux: 0.698378 loss_giou_aux: 3.192496 loss_class_dn: 0.343234 loss_bbox_dn: 0.095244 loss_giou_dn: 0.383588 loss_class_aux_dn: 1.830477 loss_bbox_aux_dn: 0.601015 loss_giou_aux_dn: 2.195776 loss: 14.806191 eta: 42 days, 15:58:42 batch_cost: 1.1674 data_cost: 0.0013 ips: 6.8528 images/s
[08/10 17:07:44] ppdet.engine INFO: Epoch: [10] [12000/54024] learning_rate: 0.000100 loss_class: 0.677700 loss_bbox: 0.101826 loss_giou: 0.440537 loss_class_aux: 4.216931 loss_bbox_aux: 0.648151 loss_giou_aux: 2.736525 loss_class_dn: 0.324821 loss_bbox_dn: 0.091695 loss_giou_dn: 0.340024 loss_class_aux_dn: 1.767467 loss_bbox_aux_dn: 0.600889 loss_giou_aux_dn: 1.968878 loss: 13.939722 eta: 42 days, 15:58:06 batch_cost: 1.1558 data_cost: 0.0013 ips: 6.9216 images/s
[08/10 17:09:44] ppdet.engine INFO: Epoch: [10] [12100/54024] learning_rate: 0.000100 loss_class: 0.661324 loss_bbox: 0.111998 loss_giou: 0.427424 loss_class_aux: 4.130899 loss_bbox_aux: 0.743820 loss_giou_aux: 2.710831 loss_class_dn: 0.326468 loss_bbox_dn: 0.102714 loss_giou_dn: 0.326998 loss_class_aux_dn: 1.783110 loss_bbox_aux_dn: 0.625072 loss_giou_aux_dn: 1.877588 loss: 14.347232 eta: 42 days, 15:57:20 batch_cost: 1.1486 data_cost: 0.0192 ips: 6.9650 images/s
[08/10 17:11:37] ppdet.engine INFO: Epoch: [10] [12200/54024] learning_rate: 0.000100 loss_class: 0.670537 loss_bbox: 0.115358 loss_giou: 0.474008 loss_class_aux: 4.163726 loss_bbox_aux: 0.734623 loss_giou_aux: 2.985445 loss_class_dn: 0.340526 loss_bbox_dn: 0.113149 loss_giou_dn: 0.367994 loss_class_aux_dn: 1.842793 loss_bbox_aux_dn: 0.689121 loss_giou_aux_dn: 2.098276 loss: 14.908939 eta: 42 days, 15:54:50 batch_cost: 1.0772 data_cost: 0.0015 ips: 7.4268 images/s
[08/10 17:13:33] ppdet.engine INFO: Epoch: [10] [12300/54024] learning_rate: 0.000100 loss_class: 0.684194 loss_bbox: 0.096396 loss_giou: 0.458416 loss_class_aux: 4.239995 loss_bbox_aux: 0.638966 loss_giou_aux: 2.842569 loss_class_dn: 0.324802 loss_bbox_dn: 0.096929 loss_giou_dn: 0.352795 loss_class_aux_dn: 1.779205 loss_bbox_aux_dn: 0.583876 loss_giou_aux_dn: 2.003701 loss: 14.061159 eta: 42 days, 15:52:54 batch_cost: 1.1011 data_cost: 0.0014 ips: 7.2658 images/s
[08/10 17:15:27] ppdet.engine INFO: Epoch: [10] [12400/54024] learning_rate: 0.000100 loss_class: 0.663912 loss_bbox: 0.097511 loss_giou: 0.474192 loss_class_aux: 4.174041 loss_bbox_aux: 0.648369 loss_giou_aux: 2.941915 loss_class_dn: 0.323505 loss_bbox_dn: 0.091614 loss_giou_dn: 0.347847 loss_class_aux_dn: 1.768828 loss_bbox_aux_dn: 0.573235 loss_giou_aux_dn: 2.016631 loss: 14.121477 eta: 42 days, 15:50:46 batch_cost: 1.0921 data_cost: 0.0175 ips: 7.3250 images/s
[08/10 17:17:21] ppdet.engine INFO: Epoch: [10] [12500/54024] learning_rate: 0.000100 loss_class: 0.691729 loss_bbox: 0.107442 loss_giou: 0.488678 loss_class_aux: 4.265971 loss_bbox_aux: 0.703268 loss_giou_aux: 3.069498 loss_class_dn: 0.339496 loss_bbox_dn: 0.094340 loss_giou_dn: 0.372636 loss_class_aux_dn: 1.852628 loss_bbox_aux_dn: 0.604523 loss_giou_aux_dn: 2.118741 loss: 15.254947 eta: 42 days, 15:48:27 batch_cost: 1.0849 data_cost: 0.0013 ips: 7.3736 images/s
[08/10 17:19:19] ppdet.engine INFO: Epoch: [10] [12600/54024] learning_rate: 0.000100 loss_class: 0.698960 loss_bbox: 0.105697 loss_giou: 0.447334 loss_class_aux: 4.372715 loss_bbox_aux: 0.672775 loss_giou_aux: 2.795457 loss_class_dn: 0.339802 loss_bbox_dn: 0.093090 loss_giou_dn: 0.362593 loss_class_aux_dn: 1.832691 loss_bbox_aux_dn: 0.564872 loss_giou_aux_dn: 2.021649 loss: 14.733304 eta: 42 days, 15:47:03 batch_cost: 1.1226 data_cost: 0.0013 ips: 7.1262 images/s
[08/10 17:21:10] ppdet.engine INFO: Epoch: [10] [12700/54024] learning_rate: 0.000100 loss_class: 0.686743 loss_bbox: 0.111906 loss_giou: 0.474656 loss_class_aux: 4.314891 loss_bbox_aux: 0.707159 loss_giou_aux: 3.009580 loss_class_dn: 0.338237 loss_bbox_dn: 0.095097 loss_giou_dn: 0.373200 loss_class_aux_dn: 1.823154 loss_bbox_aux_dn: 0.599099 loss_giou_aux_dn: 2.124851 loss: 14.952981 eta: 42 days, 15:44:03 batch_cost: 1.0567 data_cost: 0.0013 ips: 7.5706 images/s
[08/10 17:23:05] ppdet.engine INFO: Epoch: [10] [12800/54024] learning_rate: 0.000100 loss_class: 0.702290 loss_bbox: 0.103960 loss_giou: 0.501144 loss_class_aux: 4.473572 loss_bbox_aux: 0.701505 loss_giou_aux: 3.075727 loss_class_dn: 0.351462 loss_bbox_dn: 0.096869 loss_giou_dn: 0.382813 loss_class_aux_dn: 1.889856 loss_bbox_aux_dn: 0.581872 loss_giou_aux_dn: 2.175831 loss: 15.223699 eta: 42 days, 15:42:05 batch_cost: 1.0994 data_cost: 0.0013 ips: 7.2770 images/s
[08/10 17:24:57] ppdet.engine INFO: Epoch: [10] [12900/54024] learning_rate: 0.000100 loss_class: 0.693777 loss_bbox: 0.112667 loss_giou: 0.513172 loss_class_aux: 4.283508 loss_bbox_aux: 0.734991 loss_giou_aux: 3.222730 loss_class_dn: 0.357106 loss_bbox_dn: 0.098148 loss_giou_dn: 0.395004 loss_class_aux_dn: 1.922227 loss_bbox_aux_dn: 0.596320 loss_giou_aux_dn: 2.270588 loss: 16.000525 eta: 42 days, 15:39:18 batch_cost: 1.0659 data_cost: 0.0014 ips: 7.5055 images/s
[08/10 17:27:01] ppdet.engine INFO: Epoch: [10] [13000/54024] learning_rate: 0.000100 loss_class: 0.682754 loss_bbox: 0.116249 loss_giou: 0.492186 loss_class_aux: 4.162015 loss_bbox_aux: 0.751597 loss_giou_aux: 3.070094 loss_class_dn: 0.343271 loss_bbox_dn: 0.102909 loss_giou_dn: 0.354983 loss_class_aux_dn: 1.842252 loss_bbox_aux_dn: 0.628458 loss_giou_aux_dn: 2.067428 loss: 14.901477 eta: 42 days, 15:39:36 batch_cost: 1.1929 data_cost: 0.0013 ips: 6.7062 images/s
[08/10 17:29:10] ppdet.engine INFO: Epoch: [10] [13100/54024] learning_rate: 0.000100 loss_class: 0.715873 loss_bbox: 0.109563 loss_giou: 0.484796 loss_class_aux: 4.419995 loss_bbox_aux: 0.707996 loss_giou_aux: 3.043819 loss_class_dn: 0.352158 loss_bbox_dn: 0.103626 loss_giou_dn: 0.371042 loss_class_aux_dn: 1.902798 loss_bbox_aux_dn: 0.642227 loss_giou_aux_dn: 2.132754 loss: 15.096623 eta: 42 days, 15:40:57 batch_cost: 1.2359 data_cost: 0.0013 ips: 6.4730 images/s
[08/10 17:31:07] ppdet.engine INFO: Epoch: [10] [13200/54024] learning_rate: 0.000100 loss_class: 0.694900 loss_bbox: 0.103372 loss_giou: 0.481449 loss_class_aux: 4.281909 loss_bbox_aux: 0.686641 loss_giou_aux: 3.003778 loss_class_dn: 0.331657 loss_bbox_dn: 0.102777 loss_giou_dn: 0.366392 loss_class_aux_dn: 1.783809 loss_bbox_aux_dn: 0.601558 loss_giou_aux_dn: 2.096602 loss: 14.531507 eta: 42 days, 15:39:32 batch_cost: 1.1221 data_cost: 0.0013 ips: 7.1295 images/s
[08/10 17:33:00] ppdet.engine INFO: Epoch: [10] [13300/54024] learning_rate: 0.000100 loss_class: 0.705403 loss_bbox: 0.111117 loss_giou: 0.478182 loss_class_aux: 4.338439 loss_bbox_aux: 0.726755 loss_giou_aux: 2.997661 loss_class_dn: 0.342955 loss_bbox_dn: 0.101582 loss_giou_dn: 0.368368 loss_class_aux_dn: 1.859258 loss_bbox_aux_dn: 0.614790 loss_giou_aux_dn: 2.097972 loss: 14.802967 eta: 42 days, 15:36:50 batch_cost: 1.0691 data_cost: 0.0013 ips: 7.4828 images/s
[08/10 17:35:03] ppdet.engine INFO: Epoch: [10] [13400/54024] learning_rate: 0.000100 loss_class: 0.686514 loss_bbox: 0.103757 loss_giou: 0.463386 loss_class_aux: 4.237170 loss_bbox_aux: 0.680306 loss_giou_aux: 2.934772 loss_class_dn: 0.328313 loss_bbox_dn: 0.101606 loss_giou_dn: 0.362467 loss_class_aux_dn: 1.784646 loss_bbox_aux_dn: 0.626836 loss_giou_aux_dn: 2.074468 loss: 14.612188 eta: 42 days, 15:36:47 batch_cost: 1.1780 data_cost: 0.0013 ips: 6.7910 images/s
[08/10 17:36:59] ppdet.engine INFO: Epoch: [10] [13500/54024] learning_rate: 0.000100 loss_class: 0.683817 loss_bbox: 0.108374 loss_giou: 0.496235 loss_class_aux: 4.169131 loss_bbox_aux: 0.709811 loss_giou_aux: 3.080817 loss_class_dn: 0.342633 loss_bbox_dn: 0.093112 loss_giou_dn: 0.359620 loss_class_aux_dn: 1.785462 loss_bbox_aux_dn: 0.615492 loss_giou_aux_dn: 2.094966 loss: 14.743956 eta: 42 days, 15:35:06 batch_cost: 1.1111 data_cost: 0.0013 ips: 7.2002 images/s
[08/10 17:38:59] ppdet.engine INFO: Epoch: [10] [13600/54024] learning_rate: 0.000100 loss_class: 0.733712 loss_bbox: 0.108919 loss_giou: 0.503576 loss_class_aux: 4.583698 loss_bbox_aux: 0.695646 loss_giou_aux: 3.162843 loss_class_dn: 0.364590 loss_bbox_dn: 0.110064 loss_giou_dn: 0.381429 loss_class_aux_dn: 1.948961 loss_bbox_aux_dn: 0.642080 loss_giou_aux_dn: 2.170750 loss: 15.271073 eta: 42 days, 15:34:14 batch_cost: 1.1454 data_cost: 0.0013 ips: 6.9844 images/s
[08/10 17:41:05] ppdet.engine INFO: Epoch: [10] [13700/54024] learning_rate: 0.000100 loss_class: 0.675770 loss_bbox: 0.107708 loss_giou: 0.491442 loss_class_aux: 4.152181 loss_bbox_aux: 0.712145 loss_giou_aux: 3.039475 loss_class_dn: 0.337580 loss_bbox_dn: 0.100881 loss_giou_dn: 0.367827 loss_class_aux_dn: 1.839015 loss_bbox_aux_dn: 0.626707 loss_giou_aux_dn: 2.099172 loss: 14.880370 eta: 42 days, 15:34:52 batch_cost: 1.2065 data_cost: 0.0013 ips: 6.6309 images/s
[08/10 17:42:59] ppdet.engine INFO: Epoch: [10] [13800/54024] learning_rate: 0.000100 loss_class: 0.703165 loss_bbox: 0.108914 loss_giou: 0.501934 loss_class_aux: 4.352381 loss_bbox_aux: 0.721355 loss_giou_aux: 3.151289 loss_class_dn: 0.359997 loss_bbox_dn: 0.101979 loss_giou_dn: 0.388851 loss_class_aux_dn: 1.948367 loss_bbox_aux_dn: 0.636612 loss_giou_aux_dn: 2.224671 loss: 15.405172 eta: 42 days, 15:32:32 batch_cost: 1.0844 data_cost: 0.0013 ips: 7.3771 images/s
[08/10 17:44:57] ppdet.engine INFO: Epoch: [10] [13900/54024] learning_rate: 0.000100 loss_class: 0.748459 loss_bbox: 0.121015 loss_giou: 0.561268 loss_class_aux: 4.639977 loss_bbox_aux: 0.788198 loss_giou_aux: 3.470212 loss_class_dn: 0.377298 loss_bbox_dn: 0.107438 loss_giou_dn: 0.407777 loss_class_aux_dn: 2.026862 loss_bbox_aux_dn: 0.669437 loss_giou_aux_dn: 2.309947 loss: 16.369264 eta: 42 days, 15:31:19 batch_cost: 1.1308 data_cost: 0.0613 ips: 7.0748 images/s
[08/10 17:46:53] ppdet.engine INFO: Epoch: [10] [14000/54024] learning_rate: 0.000100 loss_class: 0.696561 loss_bbox: 0.115401 loss_giou: 0.463702 loss_class_aux: 4.250774 loss_bbox_aux: 0.740296 loss_giou_aux: 2.928874 loss_class_dn: 0.348420 loss_bbox_dn: 0.090718 loss_giou_dn: 0.369333 loss_class_aux_dn: 1.876680 loss_bbox_aux_dn: 0.590942 loss_giou_aux_dn: 2.106591 loss: 14.948433 eta: 42 days, 15:29:27 batch_cost: 1.1036 data_cost: 0.0219 ips: 7.2490 images/s
[08/10 17:48:43] ppdet.engine INFO: Epoch: [10] [14100/54024] learning_rate: 0.000100 loss_class: 0.689835 loss_bbox: 0.102765 loss_giou: 0.477204 loss_class_aux: 4.237255 loss_bbox_aux: 0.674426 loss_giou_aux: 2.988887 loss_class_dn: 0.331855 loss_bbox_dn: 0.096925 loss_giou_dn: 0.343702 loss_class_aux_dn: 1.795236 loss_bbox_aux_dn: 0.599415 loss_giou_aux_dn: 1.981513 loss: 14.555109 eta: 42 days, 15:26:21 batch_cost: 1.0519 data_cost: 0.0014 ips: 7.6049 images/s
[08/10 17:50:40] ppdet.engine INFO: Epoch: [10] [14200/54024] learning_rate: 0.000100 loss_class: 0.703624 loss_bbox: 0.112900 loss_giou: 0.530639 loss_class_aux: 4.411005 loss_bbox_aux: 0.742913 loss_giou_aux: 3.352855 loss_class_dn: 0.357231 loss_bbox_dn: 0.100969 loss_giou_dn: 0.386526 loss_class_aux_dn: 1.929463 loss_bbox_aux_dn: 0.644866 loss_giou_aux_dn: 2.202278 loss: 15.334076 eta: 42 days, 15:24:52 batch_cost: 1.1199 data_cost: 0.0054 ips: 7.1437 images/s
[08/10 17:52:39] ppdet.engine INFO: Epoch: [10] [14300/54024] learning_rate: 0.000100 loss_class: 0.702031 loss_bbox: 0.111788 loss_giou: 0.483684 loss_class_aux: 4.368678 loss_bbox_aux: 0.705544 loss_giou_aux: 2.979360 loss_class_dn: 0.344090 loss_bbox_dn: 0.097025 loss_giou_dn: 0.369239 loss_class_aux_dn: 1.840923 loss_bbox_aux_dn: 0.586543 loss_giou_aux_dn: 2.117307 loss: 14.873015 eta: 42 days, 15:23:47 batch_cost: 1.1361 data_cost: 0.0013 ips: 7.0419 images/s
[08/10 17:54:39] ppdet.engine INFO: Epoch: [10] [14400/54024] learning_rate: 0.000100 loss_class: 0.719436 loss_bbox: 0.115510 loss_giou: 0.520173 loss_class_aux: 4.385746 loss_bbox_aux: 0.729246 loss_giou_aux: 3.294636 loss_class_dn: 0.353072 loss_bbox_dn: 0.094259 loss_giou_dn: 0.402964 loss_class_aux_dn: 1.896097 loss_bbox_aux_dn: 0.617814 loss_giou_aux_dn: 2.290479 loss: 15.359417 eta: 42 days, 15:23:01 batch_cost: 1.1491 data_cost: 0.0015 ips: 6.9622 images/s
[08/10 17:56:30] ppdet.engine INFO: Epoch: [10] [14500/54024] learning_rate: 0.000100 loss_class: 0.708249 loss_bbox: 0.106847 loss_giou: 0.509002 loss_class_aux: 4.409986 loss_bbox_aux: 0.681847 loss_giou_aux: 3.206041 loss_class_dn: 0.359333 loss_bbox_dn: 0.100612 loss_giou_dn: 0.376291 loss_class_aux_dn: 1.950226 loss_bbox_aux_dn: 0.620660 loss_giou_aux_dn: 2.153419 loss: 15.288795 eta: 42 days, 15:20:11 batch_cost: 1.0636 data_cost: 0.0013 ips: 7.5218 images/s
[08/10 17:58:21] ppdet.engine INFO: Epoch: [10] [14600/54024] learning_rate: 0.000100 loss_class: 0.662565 loss_bbox: 0.107217 loss_giou: 0.491136 loss_class_aux: 4.123885 loss_bbox_aux: 0.694721 loss_giou_aux: 3.089024 loss_class_dn: 0.335236 loss_bbox_dn: 0.102471 loss_giou_dn: 0.368824 loss_class_aux_dn: 1.786143 loss_bbox_aux_dn: 0.624564 loss_giou_aux_dn: 2.095096 loss: 14.582058 eta: 42 days, 15:17:16 batch_cost: 1.0597 data_cost: 0.0013 ips: 7.5493 images/s
[08/10 18:00:13] ppdet.engine INFO: Epoch: [10] [14700/54024] learning_rate: 0.000100 loss_class: 0.695430 loss_bbox: 0.114215 loss_giou: 0.472533 loss_class_aux: 4.315123 loss_bbox_aux: 0.746718 loss_giou_aux: 2.961646 loss_class_dn: 0.337231 loss_bbox_dn: 0.101237 loss_giou_dn: 0.363795 loss_class_aux_dn: 1.851121 loss_bbox_aux_dn: 0.639012 loss_giou_aux_dn: 2.085605 loss: 14.814634 eta: 42 days, 15:14:30 batch_cost: 1.0668 data_cost: 0.0013 ips: 7.4990 images/s
[08/10 18:02:07] ppdet.engine INFO: Epoch: [10] [14800/54024] learning_rate: 0.000100 loss_class: 0.730526 loss_bbox: 0.115261 loss_giou: 0.567879 loss_class_aux: 4.508268 loss_bbox_aux: 0.740009 loss_giou_aux: 3.478502 loss_class_dn: 0.364323 loss_bbox_dn: 0.101938 loss_giou_dn: 0.400627 loss_class_aux_dn: 1.992640 loss_bbox_aux_dn: 0.637298 loss_giou_aux_dn: 2.320469 loss: 16.029733 eta: 42 days, 15:12:14 batch_cost: 1.0867 data_cost: 0.0013 ips: 7.3620 images/s
[08/10 18:04:02] ppdet.engine INFO: Epoch: [10] [14900/54024] learning_rate: 0.000100 loss_class: 0.685160 loss_bbox: 0.108514 loss_giou: 0.509474 loss_class_aux: 4.274130 loss_bbox_aux: 0.691878 loss_giou_aux: 3.176526 loss_class_dn: 0.349983 loss_bbox_dn: 0.098010 loss_giou_dn: 0.379281 loss_class_aux_dn: 1.883965 loss_bbox_aux_dn: 0.604421 loss_giou_aux_dn: 2.174368 loss: 15.176911 eta: 42 days, 15:10:14 batch_cost: 1.0982 data_cost: 0.0013 ips: 7.2849 images/s
[08/10 18:05:59] ppdet.engine INFO: Epoch: [10] [15000/54024] learning_rate: 0.000100 loss_class: 0.652539 loss_bbox: 0.107108 loss_giou: 0.449957 loss_class_aux: 4.077583 loss_bbox_aux: 0.687662 loss_giou_aux: 2.803614 loss_class_dn: 0.323828 loss_bbox_dn: 0.106100 loss_giou_dn: 0.343941 loss_class_aux_dn: 1.744681 loss_bbox_aux_dn: 0.650098 loss_giou_aux_dn: 1.965914 loss: 14.559239 eta: 42 days, 15:08:53 batch_cost: 1.1245 data_cost: 0.0013 ips: 7.1142 images/s
[08/10 18:07:58] ppdet.engine INFO: Epoch: [10] [15100/54024] learning_rate: 0.000100 loss_class: 0.684583 loss_bbox: 0.105312 loss_giou: 0.518457 loss_class_aux: 4.209120 loss_bbox_aux: 0.688280 loss_giou_aux: 3.193390 loss_class_dn: 0.344984 loss_bbox_dn: 0.105345 loss_giou_dn: 0.378733 loss_class_aux_dn: 1.841469 loss_bbox_aux_dn: 0.637444 loss_giou_aux_dn: 2.205739 loss: 15.194147 eta: 42 days, 15:07:43 batch_cost: 1.1331 data_cost: 0.0265 ips: 7.0604 images/s
[08/10 18:10:15] ppdet.engine INFO: Epoch: [10] [15200/54024] learning_rate: 0.000100 loss_class: 0.675347 loss_bbox: 0.101534 loss_giou: 0.421977 loss_class_aux: 4.159933 loss_bbox_aux: 0.657968 loss_giou_aux: 2.643665 loss_class_dn: 0.333034 loss_bbox_dn: 0.098204 loss_giou_dn: 0.340388 loss_class_aux_dn: 1.804725 loss_bbox_aux_dn: 0.590557 loss_giou_aux_dn: 1.986336 loss: 14.246632 eta: 42 days, 15:11:06 batch_cost: 1.3220 data_cost: 0.0014 ips: 6.0512 images/s
[08/10 18:12:14] ppdet.engine INFO: Epoch: [10] [15300/54024] learning_rate: 0.000100 loss_class: 0.685605 loss_bbox: 0.108385 loss_giou: 0.454151 loss_class_aux: 4.297268 loss_bbox_aux: 0.722667 loss_giou_aux: 2.842222 loss_class_dn: 0.336748 loss_bbox_dn: 0.107460 loss_giou_dn: 0.343680 loss_class_aux_dn: 1.840254 loss_bbox_aux_dn: 0.652619 loss_giou_aux_dn: 1.942844 loss: 14.113978 eta: 42 days, 15:10:09 batch_cost: 1.1417 data_cost: 0.0439 ips: 7.0070 images/s
[08/10 18:14:16] ppdet.engine INFO: Epoch: [10] [15400/54024] learning_rate: 0.000100 loss_class: 0.686937 loss_bbox: 0.110734 loss_giou: 0.535999 loss_class_aux: 4.256131 loss_bbox_aux: 0.737719 loss_giou_aux: 3.338017 loss_class_dn: 0.348248 loss_bbox_dn: 0.100087 loss_giou_dn: 0.389133 loss_class_aux_dn: 1.873006 loss_bbox_aux_dn: 0.608328 loss_giou_aux_dn: 2.216268 loss: 15.190356 eta: 42 days, 15:09:41 batch_cost: 1.1620 data_cost: 0.0013 ips: 6.8847 images/s
[08/10 18:16:08] ppdet.engine INFO: Epoch: [10] [15500/54024] learning_rate: 0.000100 loss_class: 0.730246 loss_bbox: 0.114645 loss_giou: 0.490211 loss_class_aux: 4.538203 loss_bbox_aux: 0.756309 loss_giou_aux: 3.058717 loss_class_dn: 0.343235 loss_bbox_dn: 0.102429 loss_giou_dn: 0.380193 loss_class_aux_dn: 1.890749 loss_bbox_aux_dn: 0.628666 loss_giou_aux_dn: 2.175943 loss: 15.490014 eta: 42 days, 15:07:13 batch_cost: 1.0787 data_cost: 0.0013 ips: 7.4166 images/s
[08/10 18:18:04] ppdet.engine INFO: Epoch: [10] [15600/54024] learning_rate: 0.000100 loss_class: 0.725609 loss_bbox: 0.113060 loss_giou: 0.492610 loss_class_aux: 4.539819 loss_bbox_aux: 0.732888 loss_giou_aux: 3.027199 loss_class_dn: 0.365325 loss_bbox_dn: 0.097245 loss_giou_dn: 0.388303 loss_class_aux_dn: 1.968076 loss_bbox_aux_dn: 0.621808 loss_giou_aux_dn: 2.258675 loss: 15.709130 eta: 42 days, 15:05:10 batch_cost: 1.0963 data_cost: 0.0013 ips: 7.2975 images/s
[08/10 18:20:04] ppdet.engine INFO: Epoch: [10] [15700/54024] learning_rate: 0.000100 loss_class: 0.669571 loss_bbox: 0.105904 loss_giou: 0.510144 loss_class_aux: 4.181649 loss_bbox_aux: 0.687373 loss_giou_aux: 3.110292 loss_class_dn: 0.340108 loss_bbox_dn: 0.093095 loss_giou_dn: 0.380261 loss_class_aux_dn: 1.839396 loss_bbox_aux_dn: 0.590251 loss_giou_aux_dn: 2.169240 loss: 15.014795 eta: 42 days, 15:04:29 batch_cost: 1.1528 data_cost: 0.0816 ips: 6.9398 images/s
[08/10 18:22:06] ppdet.engine INFO: Epoch: [10] [15800/54024] learning_rate: 0.000100 loss_class: 0.680017 loss_bbox: 0.104083 loss_giou: 0.468084 loss_class_aux: 4.245258 loss_bbox_aux: 0.668034 loss_giou_aux: 2.873262 loss_class_dn: 0.343572 loss_bbox_dn: 0.101266 loss_giou_dn: 0.353832 loss_class_aux_dn: 1.888408 loss_bbox_aux_dn: 0.616115 loss_giou_aux_dn: 2.046575 loss: 14.748052 eta: 42 days, 15:04:03 batch_cost: 1.1638 data_cost: 0.0013 ips: 6.8742 images/s
[08/10 18:23:57] ppdet.engine INFO: Epoch: [10] [15900/54024] learning_rate: 0.000100 loss_class: 0.726782 loss_bbox: 0.109691 loss_giou: 0.481535 loss_class_aux: 4.550292 loss_bbox_aux: 0.702604 loss_giou_aux: 2.981026 loss_class_dn: 0.355264 loss_bbox_dn: 0.097980 loss_giou_dn: 0.375110 loss_class_aux_dn: 1.940558 loss_bbox_aux_dn: 0.593475 loss_giou_aux_dn: 2.140572 loss: 15.287810 eta: 42 days, 15:01:15 batch_cost: 1.0649 data_cost: 0.0013 ips: 7.5128 images/s
[08/10 18:25:51] ppdet.engine INFO: Epoch: [10] [16000/54024] learning_rate: 0.000100 loss_class: 0.763470 loss_bbox: 0.119190 loss_giou: 0.523134 loss_class_aux: 4.715595 loss_bbox_aux: 0.773415 loss_giou_aux: 3.236486 loss_class_dn: 0.375314 loss_bbox_dn: 0.105442 loss_giou_dn: 0.397756 loss_class_aux_dn: 2.016103 loss_bbox_aux_dn: 0.663119 loss_giou_aux_dn: 2.296114 loss: 15.984623 eta: 42 days, 14:58:57 batch_cost: 1.0852 data_cost: 0.0530 ips: 7.3717 images/s
[08/10 18:27:45] ppdet.engine INFO: Epoch: [10] [16100/54024] learning_rate: 0.000100 loss_class: 0.671364 loss_bbox: 0.116180 loss_giou: 0.440034 loss_class_aux: 4.242026 loss_bbox_aux: 0.745169 loss_giou_aux: 2.762701 loss_class_dn: 0.327364 loss_bbox_dn: 0.102207 loss_giou_dn: 0.359701 loss_class_aux_dn: 1.771402 loss_bbox_aux_dn: 0.613231 loss_giou_aux_dn: 2.037629 loss: 14.697220 eta: 42 days, 14:56:43 batch_cost: 1.0885 data_cost: 0.0013 ips: 7.3495 images/s
[08/10 18:29:36] ppdet.engine INFO: Epoch: [10] [16200/54024] learning_rate: 0.000100 loss_class: 0.712015 loss_bbox: 0.106588 loss_giou: 0.473693 loss_class_aux: 4.418252 loss_bbox_aux: 0.695586 loss_giou_aux: 2.906536 loss_class_dn: 0.344806 loss_bbox_dn: 0.105511 loss_giou_dn: 0.376006 loss_class_aux_dn: 1.859151 loss_bbox_aux_dn: 0.642167 loss_giou_aux_dn: 2.129507 loss: 15.073091 eta: 42 days, 14:53:46 batch_cost: 1.0582 data_cost: 0.0014 ips: 7.5603 images/s
[08/10 18:31:59] ppdet.engine INFO: Epoch: [10] [16300/54024] learning_rate: 0.000100 loss_class: 0.694552 loss_bbox: 0.105623 loss_giou: 0.520786 loss_class_aux: 4.323885 loss_bbox_aux: 0.701127 loss_giou_aux: 3.288900 loss_class_dn: 0.345127 loss_bbox_dn: 0.096322 loss_giou_dn: 0.391725 loss_class_aux_dn: 1.907846 loss_bbox_aux_dn: 0.613262 loss_giou_aux_dn: 2.247064 loss: 15.523648 eta: 42 days, 14:58:34 batch_cost: 1.3830 data_cost: 0.0014 ips: 5.7845 images/s
[08/10 18:33:51] ppdet.engine INFO: Epoch: [10] [16400/54024] learning_rate: 0.000100 loss_class: 0.671074 loss_bbox: 0.105752 loss_giou: 0.440631 loss_class_aux: 4.150849 loss_bbox_aux: 0.689921 loss_giou_aux: 2.718897 loss_class_dn: 0.316237 loss_bbox_dn: 0.104816 loss_giou_dn: 0.340511 loss_class_aux_dn: 1.721934 loss_bbox_aux_dn: 0.657550 loss_giou_aux_dn: 1.942700 loss: 13.755327 eta: 42 days, 14:55:51 batch_cost: 1.0682 data_cost: 0.0013 ips: 7.4894 images/s
[08/10 18:35:49] ppdet.engine INFO: Epoch: [10] [16500/54024] learning_rate: 0.000100 loss_class: 0.733363 loss_bbox: 0.104055 loss_giou: 0.563153 loss_class_aux: 4.570766 loss_bbox_aux: 0.692403 loss_giou_aux: 3.491975 loss_class_dn: 0.358303 loss_bbox_dn: 0.092181 loss_giou_dn: 0.406823 loss_class_aux_dn: 1.928289 loss_bbox_aux_dn: 0.570265 loss_giou_aux_dn: 2.287632 loss: 15.880175 eta: 42 days, 14:54:33 batch_cost: 1.1274 data_cost: 0.0013 ips: 7.0962 images/s
[08/10 18:37:42] ppdet.engine INFO: Epoch: [10] [16600/54024] learning_rate: 0.000100 loss_class: 0.737849 loss_bbox: 0.111605 loss_giou: 0.487802 loss_class_aux: 4.569723 loss_bbox_aux: 0.706436 loss_giou_aux: 3.084347 loss_class_dn: 0.357398 loss_bbox_dn: 0.100309 loss_giou_dn: 0.382962 loss_class_aux_dn: 1.944437 loss_bbox_aux_dn: 0.611518 loss_giou_aux_dn: 2.173977 loss: 15.639532 eta: 42 days, 14:52:08 batch_cost: 1.0805 data_cost: 0.0371 ips: 7.4039 images/s
[08/10 18:39:36] ppdet.engine INFO: Epoch: [10] [16700/54024] learning_rate: 0.000100 loss_class: 0.720076 loss_bbox: 0.107593 loss_giou: 0.535412 loss_class_aux: 4.398688 loss_bbox_aux: 0.693080 loss_giou_aux: 3.320098 loss_class_dn: 0.354822 loss_bbox_dn: 0.098932 loss_giou_dn: 0.397498 loss_class_aux_dn: 1.904046 loss_bbox_aux_dn: 0.599209 loss_giou_aux_dn: 2.232025 loss: 15.421158 eta: 42 days, 14:49:44 batch_cost: 1.0821 data_cost: 0.0013 ips: 7.3929 images/s
[08/10 18:41:30] ppdet.engine INFO: Epoch: [10] [16800/54024] learning_rate: 0.000100 loss_class: 0.699968 loss_bbox: 0.111299 loss_giou: 0.520815 loss_class_aux: 4.391467 loss_bbox_aux: 0.723080 loss_giou_aux: 3.304656 loss_class_dn: 0.352322 loss_bbox_dn: 0.094820 loss_giou_dn: 0.401964 loss_class_aux_dn: 1.889789 loss_bbox_aux_dn: 0.593711 loss_giou_aux_dn: 2.317558 loss: 15.846925 eta: 42 days, 14:47:28 batch_cost: 1.0868 data_cost: 0.0013 ips: 7.3612 images/s
[08/10 18:43:22] ppdet.engine INFO: Epoch: [10] [16900/54024] learning_rate: 0.000100 loss_class: 0.684002 loss_bbox: 0.103545 loss_giou: 0.505403 loss_class_aux: 4.226068 loss_bbox_aux: 0.682386 loss_giou_aux: 3.152023 loss_class_dn: 0.352769 loss_bbox_dn: 0.093949 loss_giou_dn: 0.373128 loss_class_aux_dn: 1.903733 loss_bbox_aux_dn: 0.601572 loss_giou_aux_dn: 2.138584 loss: 14.833224 eta: 42 days, 14:44:50 batch_cost: 1.0714 data_cost: 0.0013 ips: 7.4671 images/s
[08/10 18:45:13] ppdet.engine INFO: Epoch: [10] [17000/54024] learning_rate: 0.000100 loss_class: 0.681484 loss_bbox: 0.111983 loss_giou: 0.519489 loss_class_aux: 4.234730 loss_bbox_aux: 0.717876 loss_giou_aux: 3.208285 loss_class_dn: 0.340217 loss_bbox_dn: 0.095342 loss_giou_dn: 0.388085 loss_class_aux_dn: 1.839907 loss_bbox_aux_dn: 0.602706 loss_giou_aux_dn: 2.201666 loss: 15.123610 eta: 42 days, 14:41:57 batch_cost: 1.0614 data_cost: 0.0014 ips: 7.5370 images/s
[08/10 18:47:10] ppdet.engine INFO: Epoch: [10] [17100/54024] learning_rate: 0.000100 loss_class: 0.717010 loss_bbox: 0.097702 loss_giou: 0.461071 loss_class_aux: 4.378180 loss_bbox_aux: 0.643249 loss_giou_aux: 2.905083 loss_class_dn: 0.341295 loss_bbox_dn: 0.093339 loss_giou_dn: 0.368451 loss_class_aux_dn: 1.862964 loss_bbox_aux_dn: 0.574895 loss_giou_aux_dn: 2.118454 loss: 15.280762 eta: 42 days, 14:40:16 batch_cost: 1.1110 data_cost: 0.0014 ips: 7.2008 images/s
[08/10 18:49:00] ppdet.engine INFO: Epoch: [10] [17200/54024] learning_rate: 0.000100 loss_class: 0.676095 loss_bbox: 0.117699 loss_giou: 0.492285 loss_class_aux: 4.211250 loss_bbox_aux: 0.761117 loss_giou_aux: 3.042212 loss_class_dn: 0.345487 loss_bbox_dn: 0.102266 loss_giou_dn: 0.372540 loss_class_aux_dn: 1.884305 loss_bbox_aux_dn: 0.631321 loss_giou_aux_dn: 2.145416 loss: 15.056077 eta: 42 days, 14:37:13 batch_cost: 1.0544 data_cost: 0.0013 ips: 7.5876 images/s
[08/10 18:50:58] ppdet.engine INFO: Epoch: [10] [17300/54024] learning_rate: 0.000100 loss_class: 0.698128 loss_bbox: 0.103951 loss_giou: 0.468785 loss_class_aux: 4.329352 loss_bbox_aux: 0.692983 loss_giou_aux: 2.917067 loss_class_dn: 0.348503 loss_bbox_dn: 0.103658 loss_giou_dn: 0.369425 loss_class_aux_dn: 1.832644 loss_bbox_aux_dn: 0.634991 loss_giou_aux_dn: 2.099944 loss: 14.760032 eta: 42 days, 14:35:52 batch_cost: 1.1253 data_cost: 0.0013 ips: 7.1094 images/s
[08/10 18:52:49] ppdet.engine INFO: Epoch: [10] [17400/54024] learning_rate: 0.000100 loss_class: 0.700861 loss_bbox: 0.113852 loss_giou: 0.533345 loss_class_aux: 4.388607 loss_bbox_aux: 0.733901 loss_giou_aux: 3.342807 loss_class_dn: 0.365964 loss_bbox_dn: 0.106114 loss_giou_dn: 0.395747 loss_class_aux_dn: 1.946094 loss_bbox_aux_dn: 0.645104 loss_giou_aux_dn: 2.327323 loss: 15.923707 eta: 42 days, 14:32:54 batch_cost: 1.0573 data_cost: 0.0013 ips: 7.5668 images/s
[08/10 18:54:54] ppdet.engine INFO: Epoch: [10] [17500/54024] learning_rate: 0.000100 loss_class: 0.665705 loss_bbox: 0.101290 loss_giou: 0.454550 loss_class_aux: 4.145910 loss_bbox_aux: 0.659299 loss_giou_aux: 2.836035 loss_class_dn: 0.329066 loss_bbox_dn: 0.095238 loss_giou_dn: 0.361177 loss_class_aux_dn: 1.784816 loss_bbox_aux_dn: 0.586809 loss_giou_aux_dn: 2.044973 loss: 14.515917 eta: 42 days, 14:33:18 batch_cost: 1.1991 data_cost: 0.0013 ips: 6.6719 images/s
[08/10 18:57:22] ppdet.engine INFO: Epoch: [10] [17600/54024] learning_rate: 0.000100 loss_class: 0.702802 loss_bbox: 0.110157 loss_giou: 0.497596 loss_class_aux: 4.403718 loss_bbox_aux: 0.726857 loss_giou_aux: 3.145882 loss_class_dn: 0.357813 loss_bbox_dn: 0.101827 loss_giou_dn: 0.393332 loss_class_aux_dn: 1.894645 loss_bbox_aux_dn: 0.630669 loss_giou_aux_dn: 2.252984 loss: 15.311926 eta: 42 days, 14:39:01 batch_cost: 1.4234 data_cost: 0.3196 ips: 5.6202 images/s
[08/10 18:59:18] ppdet.engine INFO: Epoch: [10] [17700/54024] learning_rate: 0.000100 loss_class: 0.667875 loss_bbox: 0.103487 loss_giou: 0.451486 loss_class_aux: 4.169194 loss_bbox_aux: 0.666274 loss_giou_aux: 2.814355 loss_class_dn: 0.334313 loss_bbox_dn: 0.097270 loss_giou_dn: 0.342219 loss_class_aux_dn: 1.799826 loss_bbox_aux_dn: 0.598913 loss_giou_aux_dn: 1.943411 loss: 14.294168 eta: 42 days, 14:37:18 batch_cost: 1.1097 data_cost: 0.0014 ips: 7.2091 images/s
[08/10 19:01:08] ppdet.engine INFO: Epoch: [10] [17800/54024] learning_rate: 0.000100 loss_class: 0.666264 loss_bbox: 0.099700 loss_giou: 0.489727 loss_class_aux: 4.184793 loss_bbox_aux: 0.651016 loss_giou_aux: 3.049346 loss_class_dn: 0.332273 loss_bbox_dn: 0.091851 loss_giou_dn: 0.363978 loss_class_aux_dn: 1.785229 loss_bbox_aux_dn: 0.575694 loss_giou_aux_dn: 2.069872 loss: 14.556067 eta: 42 days, 14:34:10 batch_cost: 1.0509 data_cost: 0.0013 ips: 7.6122 images/s
[08/10 19:03:02] ppdet.engine INFO: Epoch: [10] [17900/54024] learning_rate: 0.000100 loss_class: 0.691999 loss_bbox: 0.113868 loss_giou: 0.488463 loss_class_aux: 4.355350 loss_bbox_aux: 0.725282 loss_giou_aux: 3.057511 loss_class_dn: 0.367117 loss_bbox_dn: 0.095504 loss_giou_dn: 0.384112 loss_class_aux_dn: 1.973468 loss_bbox_aux_dn: 0.601784 loss_giou_aux_dn: 2.206899 loss: 15.790253 eta: 42 days, 14:32:01 batch_cost: 1.0918 data_cost: 0.0013 ips: 7.3275 images/s
[08/10 19:04:59] ppdet.engine INFO: Epoch: [10] [18000/54024] learning_rate: 0.000100 loss_class: 0.696580 loss_bbox: 0.112603 loss_giou: 0.501185 loss_class_aux: 4.351050 loss_bbox_aux: 0.695146 loss_giou_aux: 3.084624 loss_class_dn: 0.349784 loss_bbox_dn: 0.094093 loss_giou_dn: 0.384526 loss_class_aux_dn: 1.887296 loss_bbox_aux_dn: 0.583453 loss_giou_aux_dn: 2.161691 loss: 15.127159 eta: 42 days, 14:30:35 batch_cost: 1.1223 data_cost: 0.0013 ips: 7.1282 images/s
[08/10 19:06:56] ppdet.engine INFO: Epoch: [10] [18100/54024] learning_rate: 0.000100 loss_class: 0.722113 loss_bbox: 0.107418 loss_giou: 0.511824 loss_class_aux: 4.492619 loss_bbox_aux: 0.701878 loss_giou_aux: 3.265996 loss_class_dn: 0.357987 loss_bbox_dn: 0.094093 loss_giou_dn: 0.391659 loss_class_aux_dn: 1.909840 loss_bbox_aux_dn: 0.581502 loss_giou_aux_dn: 2.233135 loss: 15.620412 eta: 42 days, 14:28:57 batch_cost: 1.1132 data_cost: 0.0013 ips: 7.1865 images/s
[08/10 19:08:54] ppdet.engine INFO: Epoch: [10] [18200/54024] learning_rate: 0.000100 loss_class: 0.725567 loss_bbox: 0.102681 loss_giou: 0.516623 loss_class_aux: 4.453162 loss_bbox_aux: 0.667629 loss_giou_aux: 3.275901 loss_class_dn: 0.377294 loss_bbox_dn: 0.099266 loss_giou_dn: 0.391480 loss_class_aux_dn: 1.992039 loss_bbox_aux_dn: 0.595892 loss_giou_aux_dn: 2.215741 loss: 15.764180 eta: 42 days, 14:27:43 batch_cost: 1.1306 data_cost: 0.0047 ips: 7.0759 images/s
[08/10 19:11:05] ppdet.engine INFO: Epoch: [10] [18300/54024] learning_rate: 0.000100 loss_class: 0.667037 loss_bbox: 0.107241 loss_giou: 0.478986 loss_class_aux: 4.225994 loss_bbox_aux: 0.699371 loss_giou_aux: 2.971664 loss_class_dn: 0.331304 loss_bbox_dn: 0.098545 loss_giou_dn: 0.362086 loss_class_aux_dn: 1.804886 loss_bbox_aux_dn: 0.625690 loss_giou_aux_dn: 2.103210 loss: 14.478789 eta: 42 days, 14:29:18 batch_cost: 1.2499 data_cost: 0.0014 ips: 6.4005 images/s
[08/10 19:13:05] ppdet.engine INFO: Epoch: [10] [18400/54024] learning_rate: 0.000100 loss_class: 0.714634 loss_bbox: 0.109582 loss_giou: 0.511820 loss_class_aux: 4.424988 loss_bbox_aux: 0.704167 loss_giou_aux: 3.220436 loss_class_dn: 0.371362 loss_bbox_dn: 0.098973 loss_giou_dn: 0.384982 loss_class_aux_dn: 1.987505 loss_bbox_aux_dn: 0.603561 loss_giou_aux_dn: 2.173557 loss: 15.682237 eta: 42 days, 14:28:33 batch_cost: 1.1508 data_cost: 0.0013 ips: 6.9519 images/s
[08/10 19:15:02] ppdet.engine INFO: Epoch: [10] [18500/54024] learning_rate: 0.000100 loss_class: 0.726780 loss_bbox: 0.109224 loss_giou: 0.523808 loss_class_aux: 4.530451 loss_bbox_aux: 0.706383 loss_giou_aux: 3.262938 loss_class_dn: 0.361614 loss_bbox_dn: 0.100366 loss_giou_dn: 0.396746 loss_class_aux_dn: 1.948864 loss_bbox_aux_dn: 0.615737 loss_giou_aux_dn: 2.269198 loss: 15.617188 eta: 42 days, 14:27:12 batch_cost: 1.1256 data_cost: 0.0014 ips: 7.1070 images/s
[08/10 19:16:58] ppdet.engine INFO: Epoch: [10] [18600/54024] learning_rate: 0.000100 loss_class: 0.694711 loss_bbox: 0.115362 loss_giou: 0.508910 loss_class_aux: 4.359380 loss_bbox_aux: 0.724442 loss_giou_aux: 3.170539 loss_class_dn: 0.358809 loss_bbox_dn: 0.096325 loss_giou_dn: 0.379279 loss_class_aux_dn: 1.942606 loss_bbox_aux_dn: 0.611094 loss_giou_aux_dn: 2.182136 loss: 14.980703 eta: 42 days, 14:25:18 batch_cost: 1.1028 data_cost: 0.0013 ips: 7.2545 images/s
[08/10 19:19:08] ppdet.engine INFO: Epoch: [10] [18700/54024] learning_rate: 0.000100 loss_class: 0.686561 loss_bbox: 0.107310 loss_giou: 0.557520 loss_class_aux: 4.228580 loss_bbox_aux: 0.713760 loss_giou_aux: 3.458058 loss_class_dn: 0.356820 loss_bbox_dn: 0.093095 loss_giou_dn: 0.404780 loss_class_aux_dn: 1.893039 loss_bbox_aux_dn: 0.603210 loss_giou_aux_dn: 2.316573 loss: 15.903011 eta: 42 days, 14:26:58 batch_cost: 1.2538 data_cost: 0.0047 ips: 6.3805 images/s
[08/10 19:21:03] ppdet.engine INFO: Epoch: [10] [18800/54024] learning_rate: 0.000100 loss_class: 0.726502 loss_bbox: 0.105794 loss_giou: 0.520974 loss_class_aux: 4.579520 loss_bbox_aux: 0.723830 loss_giou_aux: 3.234945 loss_class_dn: 0.345799 loss_bbox_dn: 0.107693 loss_giou_dn: 0.368318 loss_class_aux_dn: 1.880677 loss_bbox_aux_dn: 0.659570 loss_giou_aux_dn: 2.098994 loss: 15.644846 eta: 42 days, 14:24:59 batch_cost: 1.0987 data_cost: 0.0014 ips: 7.2812 images/s
[08/10 19:23:13] ppdet.engine INFO: Epoch: [10] [18900/54024] learning_rate: 0.000100 loss_class: 0.728661 loss_bbox: 0.116614 loss_giou: 0.489300 loss_class_aux: 4.513009 loss_bbox_aux: 0.758656 loss_giou_aux: 3.066323 loss_class_dn: 0.357133 loss_bbox_dn: 0.103985 loss_giou_dn: 0.381575 loss_class_aux_dn: 1.963209 loss_bbox_aux_dn: 0.646554 loss_giou_aux_dn: 2.222441 loss: 15.521366 eta: 42 days, 14:26:33 batch_cost: 1.2496 data_cost: 0.0014 ips: 6.4020 images/s
[08/10 19:25:10] ppdet.engine INFO: Epoch: [10] [19000/54024] learning_rate: 0.000100 loss_class: 0.646807 loss_bbox: 0.095407 loss_giou: 0.468410 loss_class_aux: 3.966634 loss_bbox_aux: 0.639173 loss_giou_aux: 2.893334 loss_class_dn: 0.324413 loss_bbox_dn: 0.097050 loss_giou_dn: 0.359641 loss_class_aux_dn: 1.762266 loss_bbox_aux_dn: 0.594535 loss_giou_aux_dn: 2.047461 loss: 14.116766 eta: 42 days, 14:25:03 batch_cost: 1.1192 data_cost: 0.0013 ips: 7.1478 images/s
[08/10 19:27:05] ppdet.engine INFO: Epoch: [10] [19100/54024] learning_rate: 0.000100 loss_class: 0.674057 loss_bbox: 0.104176 loss_giou: 0.475496 loss_class_aux: 4.172321 loss_bbox_aux: 0.682349 loss_giou_aux: 2.948035 loss_class_dn: 0.314386 loss_bbox_dn: 0.095804 loss_giou_dn: 0.340559 loss_class_aux_dn: 1.712536 loss_bbox_aux_dn: 0.611433 loss_giou_aux_dn: 1.959363 loss: 13.967323 eta: 42 days, 14:22:58 batch_cost: 1.0955 data_cost: 0.0013 ips: 7.3026 images/s
[08/10 19:28:55] ppdet.engine INFO: Epoch: [10] [19200/54024] learning_rate: 0.000100 loss_class: 0.670256 loss_bbox: 0.098432 loss_giou: 0.493433 loss_class_aux: 4.135993 loss_bbox_aux: 0.653234 loss_giou_aux: 3.083792 loss_class_dn: 0.345892 loss_bbox_dn: 0.095751 loss_giou_dn: 0.382580 loss_class_aux_dn: 1.841540 loss_bbox_aux_dn: 0.601687 loss_giou_aux_dn: 2.159696 loss: 15.224420 eta: 42 days, 14:19:46 batch_cost: 1.0470 data_cost: 0.0014 ips: 7.6407 images/s
[08/10 19:30:53] ppdet.engine INFO: Epoch: [10] [19300/54024] learning_rate: 0.000100 loss_class: 0.706838 loss_bbox: 0.111899 loss_giou: 0.533190 loss_class_aux: 4.324360 loss_bbox_aux: 0.728895 loss_giou_aux: 3.296542 loss_class_dn: 0.370884 loss_bbox_dn: 0.102429 loss_giou_dn: 0.392855 loss_class_aux_dn: 1.988934 loss_bbox_aux_dn: 0.631731 loss_giou_aux_dn: 2.277606 loss: 15.456756 eta: 42 days, 14:18:32 batch_cost: 1.1312 data_cost: 0.0013 ips: 7.0723 images/s
[08/10 19:32:46] ppdet.engine INFO: Epoch: [10] [19400/54024] learning_rate: 0.000100 loss_class: 0.698090 loss_bbox: 0.111940 loss_giou: 0.495346 loss_class_aux: 4.345965 loss_bbox_aux: 0.732561 loss_giou_aux: 3.068812 loss_class_dn: 0.345240 loss_bbox_dn: 0.103395 loss_giou_dn: 0.369642 loss_class_aux_dn: 1.845605 loss_bbox_aux_dn: 0.624224 loss_giou_aux_dn: 2.133583 loss: 14.713908 eta: 42 days, 14:16:05 batch_cost: 1.0794 data_cost: 0.0013 ips: 7.4114 images/s
[08/10 19:34:39] ppdet.engine INFO: Epoch: [10] [19500/54024] learning_rate: 0.000100 loss_class: 0.680006 loss_bbox: 0.115090 loss_giou: 0.522435 loss_class_aux: 4.252457 loss_bbox_aux: 0.738752 loss_giou_aux: 3.266617 loss_class_dn: 0.371555 loss_bbox_dn: 0.106495 loss_giou_dn: 0.405508 loss_class_aux_dn: 1.985405 loss_bbox_aux_dn: 0.651694 loss_giou_aux_dn: 2.327838 loss: 15.680819 eta: 42 days, 14:13:44 batch_cost: 1.0832 data_cost: 0.0014 ips: 7.3855 images/s
[08/10 19:36:57] ppdet.engine INFO: Epoch: [10] [19600/54024] learning_rate: 0.000100 loss_class: 0.700072 loss_bbox: 0.113858 loss_giou: 0.615546 loss_class_aux: 4.393559 loss_bbox_aux: 0.709573 loss_giou_aux: 3.804548 loss_class_dn: 0.368365 loss_bbox_dn: 0.094024 loss_giou_dn: 0.434716 loss_class_aux_dn: 1.975885 loss_bbox_aux_dn: 0.593465 loss_giou_aux_dn: 2.493696 loss: 16.288983 eta: 42 days, 14:17:10 batch_cost: 1.3292 data_cost: 0.0013 ips: 6.0189 images/s
[08/10 19:38:50] ppdet.engine INFO: Epoch: [10] [19700/54024] learning_rate: 0.000100 loss_class: 0.716511 loss_bbox: 0.106642 loss_giou: 0.543398 loss_class_aux: 4.422690 loss_bbox_aux: 0.715790 loss_giou_aux: 3.414062 loss_class_dn: 0.364696 loss_bbox_dn: 0.105164 loss_giou_dn: 0.409587 loss_class_aux_dn: 1.971838 loss_bbox_aux_dn: 0.646477 loss_giou_aux_dn: 2.351480 loss: 15.969636 eta: 42 days, 14:14:40 batch_cost: 1.0772 data_cost: 0.0014 ips: 7.4266 images/s
[08/10 19:40:46] ppdet.engine INFO: Epoch: [10] [19800/54024] learning_rate: 0.000100 loss_class: 0.700348 loss_bbox: 0.108072 loss_giou: 0.505851 loss_class_aux: 4.401433 loss_bbox_aux: 0.709085 loss_giou_aux: 3.130136 loss_class_dn: 0.359198 loss_bbox_dn: 0.100425 loss_giou_dn: 0.388753 loss_class_aux_dn: 1.900689 loss_bbox_aux_dn: 0.606053 loss_giou_aux_dn: 2.253518 loss: 15.512208 eta: 42 days, 14:12:54 batch_cost: 1.1086 data_cost: 0.0013 ips: 7.2160 images/s
[08/10 19:42:37] ppdet.engine INFO: Epoch: [10] [19900/54024] learning_rate: 0.000100 loss_class: 0.665185 loss_bbox: 0.101867 loss_giou: 0.476155 loss_class_aux: 4.183841 loss_bbox_aux: 0.648769 loss_giou_aux: 3.002625 loss_class_dn: 0.328921 loss_bbox_dn: 0.092142 loss_giou_dn: 0.357562 loss_class_aux_dn: 1.801584 loss_bbox_aux_dn: 0.575830 loss_giou_aux_dn: 2.080064 loss: 14.525860 eta: 42 days, 14:09:58 batch_cost: 1.0589 data_cost: 0.0013 ips: 7.5550 images/s
[08/10 19:44:31] ppdet.engine INFO: Epoch: [10] [20000/54024] learning_rate: 0.000100 loss_class: 0.686630 loss_bbox: 0.097803 loss_giou: 0.476527 loss_class_aux: 4.262817 loss_bbox_aux: 0.639399 loss_giou_aux: 2.932675 loss_class_dn: 0.318450 loss_bbox_dn: 0.087186 loss_giou_dn: 0.363360 loss_class_aux_dn: 1.732640 loss_bbox_aux_dn: 0.571191 loss_giou_aux_dn: 2.095182 loss: 13.921716 eta: 42 days, 14:07:27 batch_cost: 1.0768 data_cost: 0.0013 ips: 7.4297 images/s
[08/10 19:46:25] ppdet.engine INFO: Epoch: [10] [20100/54024] learning_rate: 0.000100 loss_class: 0.667367 loss_bbox: 0.107170 loss_giou: 0.467274 loss_class_aux: 4.139213 loss_bbox_aux: 0.694564 loss_giou_aux: 2.870522 loss_class_dn: 0.332307 loss_bbox_dn: 0.104242 loss_giou_dn: 0.350768 loss_class_aux_dn: 1.805873 loss_bbox_aux_dn: 0.625256 loss_giou_aux_dn: 2.040901 loss: 14.342486 eta: 42 days, 14:05:18 batch_cost: 1.0916 data_cost: 0.0013 ips: 7.3285 images/s
[08/10 19:48:17] ppdet.engine INFO: Epoch: [10] [20200/54024] learning_rate: 0.000100 loss_class: 0.683779 loss_bbox: 0.108298 loss_giou: 0.477639 loss_class_aux: 4.228553 loss_bbox_aux: 0.702408 loss_giou_aux: 3.055528 loss_class_dn: 0.344816 loss_bbox_dn: 0.100319 loss_giou_dn: 0.371470 loss_class_aux_dn: 1.880161 loss_bbox_aux_dn: 0.621755 loss_giou_aux_dn: 2.162216 loss: 14.924048 eta: 42 days, 14:02:32 batch_cost: 1.0660 data_cost: 0.0014 ips: 7.5047 images/s
[08/10 19:50:22] ppdet.engine INFO: Epoch: [10] [20300/54024] learning_rate: 0.000100 loss_class: 0.703125 loss_bbox: 0.117334 loss_giou: 0.479418 loss_class_aux: 4.370089 loss_bbox_aux: 0.762485 loss_giou_aux: 2.967573 loss_class_dn: 0.352463 loss_bbox_dn: 0.101814 loss_giou_dn: 0.369694 loss_class_aux_dn: 1.930113 loss_bbox_aux_dn: 0.621318 loss_giou_aux_dn: 2.124922 loss: 15.550916 eta: 42 days, 14:02:49 batch_cost: 1.1958 data_cost: 0.0013 ips: 6.6902 images/s
[08/10 19:52:20] ppdet.engine INFO: Epoch: [10] [20400/54024] learning_rate: 0.000100 loss_class: 0.651641 loss_bbox: 0.107128 loss_giou: 0.462328 loss_class_aux: 4.080043 loss_bbox_aux: 0.693366 loss_giou_aux: 2.831408 loss_class_dn: 0.332955 loss_bbox_dn: 0.090391 loss_giou_dn: 0.351509 loss_class_aux_dn: 1.803030 loss_bbox_aux_dn: 0.557900 loss_giou_aux_dn: 1.995983 loss: 14.483171 eta: 42 days, 14:01:33 batch_cost: 1.1298 data_cost: 0.0476 ips: 7.0807 images/s
[08/10 19:54:19] ppdet.engine INFO: Epoch: [10] [20500/54024] learning_rate: 0.000100 loss_class: 0.701541 loss_bbox: 0.104781 loss_giou: 0.534207 loss_class_aux: 4.394547 loss_bbox_aux: 0.678336 loss_giou_aux: 3.369822 loss_class_dn: 0.362191 loss_bbox_dn: 0.097305 loss_giou_dn: 0.402096 loss_class_aux_dn: 1.937739 loss_bbox_aux_dn: 0.598822 loss_giou_aux_dn: 2.322782 loss: 15.753836 eta: 42 days, 14:00:27 batch_cost: 1.1364 data_cost: 0.0014 ips: 7.0395 images/s
[08/10 19:56:17] ppdet.engine INFO: Epoch: [10] [20600/54024] learning_rate: 0.000100 loss_class: 0.707125 loss_bbox: 0.111142 loss_giou: 0.576825 loss_class_aux: 4.330787 loss_bbox_aux: 0.715921 loss_giou_aux: 3.581362 loss_class_dn: 0.369802 loss_bbox_dn: 0.095940 loss_giou_dn: 0.429344 loss_class_aux_dn: 1.992676 loss_bbox_aux_dn: 0.594187 loss_giou_aux_dn: 2.431761 loss: 16.254299 eta: 42 days, 13:59:07 batch_cost: 1.1272 data_cost: 0.0013 ips: 7.0974 images/s
[08/10 19:58:07] ppdet.engine INFO: Epoch: [10] [20700/54024] learning_rate: 0.000100 loss_class: 0.670978 loss_bbox: 0.101213 loss_giou: 0.437358 loss_class_aux: 4.150808 loss_bbox_aux: 0.683694 loss_giou_aux: 2.739807 loss_class_dn: 0.322664 loss_bbox_dn: 0.090216 loss_giou_dn: 0.343684 loss_class_aux_dn: 1.760543 loss_bbox_aux_dn: 0.561734 loss_giou_aux_dn: 1.953823 loss: 14.053538 eta: 42 days, 13:56:07 batch_cost: 1.0560 data_cost: 0.0014 ips: 7.5759 images/s
[08/10 20:00:03] ppdet.engine INFO: Epoch: [10] [20800/54024] learning_rate: 0.000100 loss_class: 0.741797 loss_bbox: 0.120194 loss_giou: 0.517312 loss_class_aux: 4.566416 loss_bbox_aux: 0.779474 loss_giou_aux: 3.219015 loss_class_dn: 0.369875 loss_bbox_dn: 0.112500 loss_giou_dn: 0.399634 loss_class_aux_dn: 1.985711 loss_bbox_aux_dn: 0.684622 loss_giou_aux_dn: 2.299012 loss: 15.844182 eta: 42 days, 13:54:12 batch_cost: 1.1015 data_cost: 0.0013 ips: 7.2631 images/s
[08/10 20:01:55] ppdet.engine INFO: Epoch: [10] [20900/54024] learning_rate: 0.000100 loss_class: 0.683119 loss_bbox: 0.107096 loss_giou: 0.478171 loss_class_aux: 4.212502 loss_bbox_aux: 0.688089 loss_giou_aux: 2.975401 loss_class_dn: 0.339036 loss_bbox_dn: 0.104636 loss_giou_dn: 0.379354 loss_class_aux_dn: 1.830706 loss_bbox_aux_dn: 0.625257 loss_giou_aux_dn: 2.162484 loss: 14.693188 eta: 42 days, 13:51:33 batch_cost: 1.0710 data_cost: 0.0013 ips: 7.4696 images/s
[08/10 20:04:02] ppdet.engine INFO: Epoch: [10] [21000/54024] learning_rate: 0.000100 loss_class: 0.685357 loss_bbox: 0.109277 loss_giou: 0.547381 loss_class_aux: 4.188845 loss_bbox_aux: 0.704685 loss_giou_aux: 3.363299 loss_class_dn: 0.350626 loss_bbox_dn: 0.095920 loss_giou_dn: 0.386835 loss_class_aux_dn: 1.886039 loss_bbox_aux_dn: 0.610655 loss_giou_aux_dn: 2.200693 loss: 15.234862 eta: 42 days, 13:52:20 batch_cost: 1.2169 data_cost: 0.0013 ips: 6.5739 images/s
[08/10 20:05:52] ppdet.engine INFO: Epoch: [10] [21100/54024] learning_rate: 0.000100 loss_class: 0.715915 loss_bbox: 0.109551 loss_giou: 0.464849 loss_class_aux: 4.433847 loss_bbox_aux: 0.677959 loss_giou_aux: 2.920031 loss_class_dn: 0.343414 loss_bbox_dn: 0.100138 loss_giou_dn: 0.379285 loss_class_aux_dn: 1.907347 loss_bbox_aux_dn: 0.630138 loss_giou_aux_dn: 2.193048 loss: 15.023822 eta: 42 days, 13:49:21 batch_cost: 1.0564 data_cost: 0.0014 ips: 7.5726 images/s
[08/10 20:07:47] ppdet.engine INFO: Epoch: [10] [21200/54024] learning_rate: 0.000100 loss_class: 0.690221 loss_bbox: 0.101554 loss_giou: 0.437133 loss_class_aux: 4.261121 loss_bbox_aux: 0.674754 loss_giou_aux: 2.736883 loss_class_dn: 0.325205 loss_bbox_dn: 0.096570 loss_giou_dn: 0.341416 loss_class_aux_dn: 1.788278 loss_bbox_aux_dn: 0.611040 loss_giou_aux_dn: 1.975326 loss: 14.564957 eta: 42 days, 13:47:08 batch_cost: 1.0898 data_cost: 0.0013 ips: 7.3406 images/s
[08/10 20:09:38] ppdet.engine INFO: Epoch: [10] [21300/54024] learning_rate: 0.000100 loss_class: 0.727826 loss_bbox: 0.107383 loss_giou: 0.500440 loss_class_aux: 4.492093 loss_bbox_aux: 0.700463 loss_giou_aux: 3.142936 loss_class_dn: 0.350721 loss_bbox_dn: 0.099427 loss_giou_dn: 0.372026 loss_class_aux_dn: 1.893195 loss_bbox_aux_dn: 0.614568 loss_giou_aux_dn: 2.152223 loss: 15.064365 eta: 42 days, 13:44:27 batch_cost: 1.0689 data_cost: 0.0013 ips: 7.4841 images/s
[08/10 20:11:30] ppdet.engine INFO: Epoch: [10] [21400/54024] learning_rate: 0.000100 loss_class: 0.726764 loss_bbox: 0.113646 loss_giou: 0.499732 loss_class_aux: 4.483380 loss_bbox_aux: 0.732062 loss_giou_aux: 3.128714 loss_class_dn: 0.371254 loss_bbox_dn: 0.104619 loss_giou_dn: 0.409182 loss_class_aux_dn: 1.981978 loss_bbox_aux_dn: 0.626929 loss_giou_aux_dn: 2.310893 loss: 16.234481 eta: 42 days, 13:41:47 batch_cost: 1.0699 data_cost: 0.0013 ips: 7.4776 images/s
[08/10 20:13:32] ppdet.engine INFO: Epoch: [10] [21500/54024] learning_rate: 0.000100 loss_class: 0.695047 loss_bbox: 0.108736 loss_giou: 0.462251 loss_class_aux: 4.223114 loss_bbox_aux: 0.706793 loss_giou_aux: 2.850584 loss_class_dn: 0.331772 loss_bbox_dn: 0.097797 loss_giou_dn: 0.354633 loss_class_aux_dn: 1.794495 loss_bbox_aux_dn: 0.616194 loss_giou_aux_dn: 2.056333 loss: 14.628612 eta: 42 days, 13:41:17 batch_cost: 1.1625 data_cost: 0.0013 ips: 6.8816 images/s
[08/10 20:15:32] ppdet.engine INFO: Epoch: [10] [21600/54024] learning_rate: 0.000100 loss_class: 0.694800 loss_bbox: 0.105418 loss_giou: 0.489291 loss_class_aux: 4.312165 loss_bbox_aux: 0.680528 loss_giou_aux: 3.035675 loss_class_dn: 0.338537 loss_bbox_dn: 0.097235 loss_giou_dn: 0.355526 loss_class_aux_dn: 1.878606 loss_bbox_aux_dn: 0.612457 loss_giou_aux_dn: 2.032917 loss: 14.942341 eta: 42 days, 13:40:24 batch_cost: 1.1461 data_cost: 0.0013 ips: 6.9801 images/s
[08/10 20:17:28] ppdet.engine INFO: Epoch: [10] [21700/54024] learning_rate: 0.000100 loss_class: 0.686141 loss_bbox: 0.099009 loss_giou: 0.476612 loss_class_aux: 4.205283 loss_bbox_aux: 0.663059 loss_giou_aux: 3.015138 loss_class_dn: 0.338444 loss_bbox_dn: 0.102833 loss_giou_dn: 0.358157 loss_class_aux_dn: 1.835738 loss_bbox_aux_dn: 0.624260 loss_giou_aux_dn: 2.047075 loss: 14.369187 eta: 42 days, 13:38:36 batch_cost: 1.1075 data_cost: 0.0013 ips: 7.2232 images/s
[08/10 20:19:26] ppdet.engine INFO: Epoch: [10] [21800/54024] learning_rate: 0.000100 loss_class: 0.713673 loss_bbox: 0.111238 loss_giou: 0.491907 loss_class_aux: 4.448465 loss_bbox_aux: 0.721676 loss_giou_aux: 3.066776 loss_class_dn: 0.355687 loss_bbox_dn: 0.098443 loss_giou_dn: 0.376960 loss_class_aux_dn: 1.909354 loss_bbox_aux_dn: 0.605908 loss_giou_aux_dn: 2.170541 loss: 15.412383 eta: 42 days, 13:37:21 batch_cost: 1.1306 data_cost: 0.0013 ips: 7.0759 images/s
[08/10 20:21:18] ppdet.engine INFO: Epoch: [10] [21900/54024] learning_rate: 0.000100 loss_class: 0.680383 loss_bbox: 0.098027 loss_giou: 0.488455 loss_class_aux: 4.284569 loss_bbox_aux: 0.636060 loss_giou_aux: 3.033556 loss_class_dn: 0.331238 loss_bbox_dn: 0.087034 loss_giou_dn: 0.361605 loss_class_aux_dn: 1.815740 loss_bbox_aux_dn: 0.546431 loss_giou_aux_dn: 2.074354 loss: 14.443279 eta: 42 days, 13:34:40 batch_cost: 1.0691 data_cost: 0.0013 ips: 7.4830 images/s
[08/10 20:23:16] ppdet.engine INFO: Epoch: [10] [22000/54024] learning_rate: 0.000100 loss_class: 0.697235 loss_bbox: 0.110296 loss_giou: 0.488430 loss_class_aux: 4.260659 loss_bbox_aux: 0.703451 loss_giou_aux: 3.069855 loss_class_dn: 0.345446 loss_bbox_dn: 0.110064 loss_giou_dn: 0.370984 loss_class_aux_dn: 1.863848 loss_bbox_aux_dn: 0.649681 loss_giou_aux_dn: 2.142266 loss: 14.928307 eta: 42 days, 13:33:25 batch_cost: 1.1301 data_cost: 0.0013 ips: 7.0789 images/s
[08/10 20:25:08] ppdet.engine INFO: Epoch: [10] [22100/54024] learning_rate: 0.000100 loss_class: 0.618615 loss_bbox: 0.099523 loss_giou: 0.444454 loss_class_aux: 3.879496 loss_bbox_aux: 0.661710 loss_giou_aux: 2.778099 loss_class_dn: 0.307256 loss_bbox_dn: 0.101064 loss_giou_dn: 0.337275 loss_class_aux_dn: 1.637218 loss_bbox_aux_dn: 0.611766 loss_giou_aux_dn: 1.941650 loss: 13.161905 eta: 42 days, 13:30:48 batch_cost: 1.0722 data_cost: 0.0013 ips: 7.4615 images/s
[08/10 20:27:01] ppdet.engine INFO: Epoch: [10] [22200/54024] learning_rate: 0.000100 loss_class: 0.689196 loss_bbox: 0.106413 loss_giou: 0.480458 loss_class_aux: 4.259668 loss_bbox_aux: 0.694132 loss_giou_aux: 3.001321 loss_class_dn: 0.339362 loss_bbox_dn: 0.099319 loss_giou_dn: 0.371920 loss_class_aux_dn: 1.825161 loss_bbox_aux_dn: 0.609278 loss_giou_aux_dn: 2.167784 loss: 14.986670 eta: 42 days, 13:28:18 batch_cost: 1.0769 data_cost: 0.0013 ips: 7.4291 images/s
[08/10 20:28:54] ppdet.engine INFO: Epoch: [10] [22300/54024] learning_rate: 0.000100 loss_class: 0.692508 loss_bbox: 0.108501 loss_giou: 0.507505 loss_class_aux: 4.410153 loss_bbox_aux: 0.726378 loss_giou_aux: 3.184722 loss_class_dn: 0.353200 loss_bbox_dn: 0.104765 loss_giou_dn: 0.388710 loss_class_aux_dn: 1.895158 loss_bbox_aux_dn: 0.655637 loss_giou_aux_dn: 2.253478 loss: 15.595077 eta: 42 days, 13:25:47 batch_cost: 1.0762 data_cost: 0.0013 ips: 7.4337 images/s
[08/10 20:30:48] ppdet.engine INFO: Epoch: [10] [22400/54024] learning_rate: 0.000100 loss_class: 0.677241 loss_bbox: 0.104987 loss_giou: 0.471249 loss_class_aux: 4.229817 loss_bbox_aux: 0.676000 loss_giou_aux: 2.944356 loss_class_dn: 0.342094 loss_bbox_dn: 0.095077 loss_giou_dn: 0.368357 loss_class_aux_dn: 1.844751 loss_bbox_aux_dn: 0.577914 loss_giou_aux_dn: 2.089171 loss: 14.605373 eta: 42 days, 13:23:26 batch_cost: 1.0834 data_cost: 0.0013 ips: 7.3845 images/s
[08/10 20:32:51] ppdet.engine INFO: Epoch: [10] [22500/54024] learning_rate: 0.000100 loss_class: 0.681709 loss_bbox: 0.101905 loss_giou: 0.475618 loss_class_aux: 4.213736 loss_bbox_aux: 0.679531 loss_giou_aux: 2.985727 loss_class_dn: 0.351112 loss_bbox_dn: 0.100932 loss_giou_dn: 0.379259 loss_class_aux_dn: 1.868171 loss_bbox_aux_dn: 0.621157 loss_giou_aux_dn: 2.204041 loss: 15.696042 eta: 42 days, 13:23:14 batch_cost: 1.1759 data_cost: 0.0013 ips: 6.8034 images/s
[08/10 20:34:48] ppdet.engine INFO: Epoch: [10] [22600/54024] learning_rate: 0.000100 loss_class: 0.658463 loss_bbox: 0.098563 loss_giou: 0.452548 loss_class_aux: 4.142421 loss_bbox_aux: 0.650300 loss_giou_aux: 2.803181 loss_class_dn: 0.339981 loss_bbox_dn: 0.094349 loss_giou_dn: 0.359837 loss_class_aux_dn: 1.838753 loss_bbox_aux_dn: 0.581043 loss_giou_aux_dn: 2.063374 loss: 14.286075 eta: 42 days, 13:21:50 batch_cost: 1.1242 data_cost: 0.0013 ips: 7.1162 images/s
[08/10 20:36:48] ppdet.engine INFO: Epoch: [10] [22700/54024] learning_rate: 0.000100 loss_class: 0.688215 loss_bbox: 0.110730 loss_giou: 0.474939 loss_class_aux: 4.332074 loss_bbox_aux: 0.700409 loss_giou_aux: 2.989211 loss_class_dn: 0.327688 loss_bbox_dn: 0.099049 loss_giou_dn: 0.348363 loss_class_aux_dn: 1.765211 loss_bbox_aux_dn: 0.613082 loss_giou_aux_dn: 2.025764 loss: 14.055513 eta: 42 days, 13:20:57 batch_cost: 1.1463 data_cost: 0.0018 ips: 6.9788 images/s
[08/10 20:38:48] ppdet.engine INFO: Epoch: [10] [22800/54024] learning_rate: 0.000100 loss_class: 0.684104 loss_bbox: 0.107963 loss_giou: 0.489729 loss_class_aux: 4.189630 loss_bbox_aux: 0.691485 loss_giou_aux: 3.070062 loss_class_dn: 0.353139 loss_bbox_dn: 0.098895 loss_giou_dn: 0.388610 loss_class_aux_dn: 1.882092 loss_bbox_aux_dn: 0.605036 loss_giou_aux_dn: 2.200743 loss: 15.497799 eta: 42 days, 13:20:10 batch_cost: 1.1509 data_cost: 0.0013 ips: 6.9513 images/s
[08/10 20:40:44] ppdet.engine INFO: Epoch: [10] [22900/54024] learning_rate: 0.000100 loss_class: 0.692089 loss_bbox: 0.112355 loss_giou: 0.504833 loss_class_aux: 4.341539 loss_bbox_aux: 0.725873 loss_giou_aux: 3.079822 loss_class_dn: 0.343469 loss_bbox_dn: 0.101639 loss_giou_dn: 0.368152 loss_class_aux_dn: 1.891713 loss_bbox_aux_dn: 0.624982 loss_giou_aux_dn: 2.117433 loss: 15.137712 eta: 42 days, 13:18:28 batch_cost: 1.1117 data_cost: 0.0013 ips: 7.1959 images/s
[08/10 20:42:37] ppdet.engine INFO: Epoch: [10] [23000/54024] learning_rate: 0.000100 loss_class: 0.672971 loss_bbox: 0.109344 loss_giou: 0.476026 loss_class_aux: 4.232324 loss_bbox_aux: 0.710266 loss_giou_aux: 2.971656 loss_class_dn: 0.344457 loss_bbox_dn: 0.104768 loss_giou_dn: 0.357557 loss_class_aux_dn: 1.850032 loss_bbox_aux_dn: 0.647086 loss_giou_aux_dn: 2.042320 loss: 14.711288 eta: 42 days, 13:15:57 batch_cost: 1.0757 data_cost: 0.0055 ips: 7.4373 images/s
[08/10 20:44:29] ppdet.engine INFO: Epoch: [10] [23100/54024] learning_rate: 0.000100 loss_class: 0.659394 loss_bbox: 0.106514 loss_giou: 0.519973 loss_class_aux: 4.202376 loss_bbox_aux: 0.683566 loss_giou_aux: 3.205433 loss_class_dn: 0.342467 loss_bbox_dn: 0.099238 loss_giou_dn: 0.373795 loss_class_aux_dn: 1.844687 loss_bbox_aux_dn: 0.597902 loss_giou_aux_dn: 2.139637 loss: 14.991807 eta: 42 days, 13:13:11 batch_cost: 1.0656 data_cost: 0.0015 ips: 7.5075 images/s
[08/10 20:46:30] ppdet.engine INFO: Epoch: [10] [23200/54024] learning_rate: 0.000100 loss_class: 0.691055 loss_bbox: 0.115033 loss_giou: 0.502883 loss_class_aux: 4.370694 loss_bbox_aux: 0.752302 loss_giou_aux: 3.153752 loss_class_dn: 0.350890 loss_bbox_dn: 0.106001 loss_giou_dn: 0.384615 loss_class_aux_dn: 1.888621 loss_bbox_aux_dn: 0.644913 loss_giou_aux_dn: 2.212495 loss: 15.097178 eta: 42 days, 13:12:29 batch_cost: 1.1547 data_cost: 0.0015 ips: 6.9281 images/s
[08/10 20:48:23] ppdet.engine INFO: Epoch: [10] [23300/54024] learning_rate: 0.000100 loss_class: 0.731000 loss_bbox: 0.117255 loss_giou: 0.476924 loss_class_aux: 4.538436 loss_bbox_aux: 0.741801 loss_giou_aux: 2.990170 loss_class_dn: 0.356657 loss_bbox_dn: 0.099393 loss_giou_dn: 0.379370 loss_class_aux_dn: 1.928534 loss_bbox_aux_dn: 0.636373 loss_giou_aux_dn: 2.185823 loss: 15.617878 eta: 42 days, 13:10:12 batch_cost: 1.0857 data_cost: 0.0013 ips: 7.3682 images/s
[08/10 20:50:27] ppdet.engine INFO: Epoch: [10] [23400/54024] learning_rate: 0.000100 loss_class: 0.688814 loss_bbox: 0.102881 loss_giou: 0.508700 loss_class_aux: 4.267624 loss_bbox_aux: 0.692446 loss_giou_aux: 3.127673 loss_class_dn: 0.343383 loss_bbox_dn: 0.094008 loss_giou_dn: 0.387424 loss_class_aux_dn: 1.856724 loss_bbox_aux_dn: 0.600736 loss_giou_aux_dn: 2.173001 loss: 15.312484 eta: 42 days, 13:10:13 batch_cost: 1.1857 data_cost: 0.0014 ips: 6.7469 images/s
[08/10 20:52:19] ppdet.engine INFO: Epoch: [10] [23500/54024] learning_rate: 0.000100 loss_class: 0.689327 loss_bbox: 0.103663 loss_giou: 0.435429 loss_class_aux: 4.289055 loss_bbox_aux: 0.663638 loss_giou_aux: 2.690828 loss_class_dn: 0.333491 loss_bbox_dn: 0.103841 loss_giou_dn: 0.339937 loss_class_aux_dn: 1.788803 loss_bbox_aux_dn: 0.644637 loss_giou_aux_dn: 1.965379 loss: 14.621749 eta: 42 days, 13:07:35 batch_cost: 1.0714 data_cost: 0.0013 ips: 7.4668 images/s
[08/10 20:54:13] ppdet.engine INFO: Epoch: [10] [23600/54024] learning_rate: 0.000100 loss_class: 0.673131 loss_bbox: 0.111924 loss_giou: 0.536301 loss_class_aux: 4.099431 loss_bbox_aux: 0.720923 loss_giou_aux: 3.308460 loss_class_dn: 0.346391 loss_bbox_dn: 0.092857 loss_giou_dn: 0.391102 loss_class_aux_dn: 1.902556 loss_bbox_aux_dn: 0.605047 loss_giou_aux_dn: 2.235700 loss: 15.044503 eta: 42 days, 13:05:21 batch_cost: 1.0880 data_cost: 0.0013 ips: 7.3529 images/s
[08/10 20:56:22] ppdet.engine INFO: Epoch: [10] [23700/54024] learning_rate: 0.000100 loss_class: 0.716154 loss_bbox: 0.107728 loss_giou: 0.528499 loss_class_aux: 4.388459 loss_bbox_aux: 0.718118 loss_giou_aux: 3.303400 loss_class_dn: 0.356476 loss_bbox_dn: 0.093930 loss_giou_dn: 0.398704 loss_class_aux_dn: 1.892357 loss_bbox_aux_dn: 0.569374 loss_giou_aux_dn: 2.285543 loss: 15.419456 eta: 42 days, 13:06:31 batch_cost: 1.2356 data_cost: 0.0013 ips: 6.4746 images/s
[08/10 20:58:23] ppdet.engine INFO: Epoch: [10] [23800/54024] learning_rate: 0.000100 loss_class: 0.692632 loss_bbox: 0.107447 loss_giou: 0.488383 loss_class_aux: 4.276148 loss_bbox_aux: 0.694378 loss_giou_aux: 3.067001 loss_class_dn: 0.350558 loss_bbox_dn: 0.094164 loss_giou_dn: 0.367090 loss_class_aux_dn: 1.865816 loss_bbox_aux_dn: 0.601501 loss_giou_aux_dn: 2.172356 loss: 14.676515 eta: 42 days, 13:05:57 batch_cost: 1.1605 data_cost: 0.0013 ips: 6.8938 images/s
[08/10 21:00:20] ppdet.engine INFO: Epoch: [10] [23900/54024] learning_rate: 0.000100 loss_class: 0.701276 loss_bbox: 0.107815 loss_giou: 0.456061 loss_class_aux: 4.320680 loss_bbox_aux: 0.697006 loss_giou_aux: 2.847140 loss_class_dn: 0.347262 loss_bbox_dn: 0.096453 loss_giou_dn: 0.354692 loss_class_aux_dn: 1.864734 loss_bbox_aux_dn: 0.605946 loss_giou_aux_dn: 2.036509 loss: 14.686173 eta: 42 days, 13:04:17 batch_cost: 1.1128 data_cost: 0.0013 ips: 7.1888 images/s
[08/10 21:02:12] ppdet.engine INFO: Epoch: [10] [24000/54024] learning_rate: 0.000100 loss_class: 0.675288 loss_bbox: 0.106239 loss_giou: 0.495488 loss_class_aux: 4.067680 loss_bbox_aux: 0.690467 loss_giou_aux: 3.072742 loss_class_dn: 0.340907 loss_bbox_dn: 0.095021 loss_giou_dn: 0.367697 loss_class_aux_dn: 1.860492 loss_bbox_aux_dn: 0.599144 loss_giou_aux_dn: 2.082942 loss: 14.422675 eta: 42 days, 13:01:40 batch_cost: 1.0721 data_cost: 0.0014 ips: 7.4618 images/s
[08/10 21:04:15] ppdet.engine INFO: Epoch: [10] [24100/54024] learning_rate: 0.000100 loss_class: 0.726370 loss_bbox: 0.112095 loss_giou: 0.510682 loss_class_aux: 4.464710 loss_bbox_aux: 0.716606 loss_giou_aux: 3.131835 loss_class_dn: 0.361119 loss_bbox_dn: 0.096253 loss_giou_dn: 0.382002 loss_class_aux_dn: 1.939785 loss_bbox_aux_dn: 0.600589 loss_giou_aux_dn: 2.166772 loss: 15.286247 eta: 42 days, 13:01:32 batch_cost: 1.1790 data_cost: 0.0013 ips: 6.7856 images/s
[08/10 21:06:08] ppdet.engine INFO: Epoch: [10] [24200/54024] learning_rate: 0.000100 loss_class: 0.669057 loss_bbox: 0.103345 loss_giou: 0.463112 loss_class_aux: 4.130420 loss_bbox_aux: 0.677207 loss_giou_aux: 2.912715 loss_class_dn: 0.327868 loss_bbox_dn: 0.095144 loss_giou_dn: 0.357562 loss_class_aux_dn: 1.771860 loss_bbox_aux_dn: 0.590323 loss_giou_aux_dn: 2.076918 loss: 14.040637 eta: 42 days, 12:59:11 batch_cost: 1.0832 data_cost: 0.0013 ips: 7.3857 images/s
[08/10 21:08:06] ppdet.engine INFO: Epoch: [10] [24300/54024] learning_rate: 0.000100 loss_class: 0.713937 loss_bbox: 0.112589 loss_giou: 0.463531 loss_class_aux: 4.395461 loss_bbox_aux: 0.742047 loss_giou_aux: 2.966821 loss_class_dn: 0.353593 loss_bbox_dn: 0.112343 loss_giou_dn: 0.368294 loss_class_aux_dn: 1.899341 loss_bbox_aux_dn: 0.693651 loss_giou_aux_dn: 2.125142 loss: 15.369687 eta: 42 days, 12:57:37 batch_cost: 1.1173 data_cost: 0.0017 ips: 7.1600 images/s
[08/10 21:10:01] ppdet.engine INFO: Epoch: [10] [24400/54024] learning_rate: 0.000100 loss_class: 0.677275 loss_bbox: 0.107182 loss_giou: 0.476379 loss_class_aux: 4.260200 loss_bbox_aux: 0.691957 loss_giou_aux: 2.953138 loss_class_dn: 0.328948 loss_bbox_dn: 0.098480 loss_giou_dn: 0.360830 loss_class_aux_dn: 1.787501 loss_bbox_aux_dn: 0.601689 loss_giou_aux_dn: 2.077649 loss: 14.695729 eta: 42 days, 12:55:45 batch_cost: 1.1042 data_cost: 0.0013 ips: 7.2454 images/s
[08/10 21:12:04] ppdet.engine INFO: Epoch: [10] [24500/54024] learning_rate: 0.000100 loss_class: 0.769170 loss_bbox: 0.116647 loss_giou: 0.499052 loss_class_aux: 4.771872 loss_bbox_aux: 0.755764 loss_giou_aux: 3.095913 loss_class_dn: 0.373231 loss_bbox_dn: 0.107472 loss_giou_dn: 0.386671 loss_class_aux_dn: 2.027477 loss_bbox_aux_dn: 0.659752 loss_giou_aux_dn: 2.235142 loss: 16.142223 eta: 42 days, 12:55:40 batch_cost: 1.1822 data_cost: 0.0014 ips: 6.7670 images/s
[08/10 21:14:09] ppdet.engine INFO: Epoch: [10] [24600/54024] learning_rate: 0.000100 loss_class: 0.701722 loss_bbox: 0.112406 loss_giou: 0.526239 loss_class_aux: 4.366369 loss_bbox_aux: 0.727214 loss_giou_aux: 3.313944 loss_class_dn: 0.364808 loss_bbox_dn: 0.100462 loss_giou_dn: 0.426016 loss_class_aux_dn: 1.952105 loss_bbox_aux_dn: 0.619275 loss_giou_aux_dn: 2.376143 loss: 15.698905 eta: 42 days, 12:55:54 batch_cost: 1.1956 data_cost: 0.0994 ips: 6.6909 images/s
[08/10 21:16:07] ppdet.engine INFO: Epoch: [10] [24700/54024] learning_rate: 0.000100 loss_class: 0.694800 loss_bbox: 0.117440 loss_giou: 0.539397 loss_class_aux: 4.300600 loss_bbox_aux: 0.729422 loss_giou_aux: 3.343992 loss_class_dn: 0.362932 loss_bbox_dn: 0.099392 loss_giou_dn: 0.399542 loss_class_aux_dn: 1.936867 loss_bbox_aux_dn: 0.601184 loss_giou_aux_dn: 2.232535 loss: 15.535565 eta: 42 days, 12:54:32 batch_cost: 1.1261 data_cost: 0.0019 ips: 7.1041 images/s
[08/10 21:18:04] ppdet.engine INFO: Epoch: [10] [24800/54024] learning_rate: 0.000100 loss_class: 0.702982 loss_bbox: 0.109672 loss_giou: 0.503983 loss_class_aux: 4.366047 loss_bbox_aux: 0.707900 loss_giou_aux: 3.103341 loss_class_dn: 0.347311 loss_bbox_dn: 0.102569 loss_giou_dn: 0.386069 loss_class_aux_dn: 1.865834 loss_bbox_aux_dn: 0.630495 loss_giou_aux_dn: 2.169503 loss: 14.862971 eta: 42 days, 12:53:00 batch_cost: 1.1186 data_cost: 0.0013 ips: 7.1519 images/s
[08/10 21:20:07] ppdet.engine INFO: Epoch: [10] [24900/54024] learning_rate: 0.000100 loss_class: 0.705880 loss_bbox: 0.108736 loss_giou: 0.488103 loss_class_aux: 4.454705 loss_bbox_aux: 0.702961 loss_giou_aux: 3.051263 loss_class_dn: 0.344498 loss_bbox_dn: 0.098639 loss_giou_dn: 0.358947 loss_class_aux_dn: 1.867516 loss_bbox_aux_dn: 0.632480 loss_giou_aux_dn: 2.093876 loss: 15.453454 eta: 42 days, 12:52:48 batch_cost: 1.1768 data_cost: 0.0705 ips: 6.7980 images/s
[08/10 21:22:11] ppdet.engine INFO: Epoch: [10] [25000/54024] learning_rate: 0.000100 loss_class: 0.706570 loss_bbox: 0.118828 loss_giou: 0.482576 loss_class_aux: 4.395951 loss_bbox_aux: 0.774705 loss_giou_aux: 3.001641 loss_class_dn: 0.353627 loss_bbox_dn: 0.105476 loss_giou_dn: 0.377895 loss_class_aux_dn: 1.898264 loss_bbox_aux_dn: 0.636716 loss_giou_aux_dn: 2.154345 loss: 15.220986 eta: 42 days, 12:52:56 batch_cost: 1.1912 data_cost: 0.0013 ips: 6.7160 images/s
[08/10 21:24:05] ppdet.engine INFO: Epoch: [10] [25100/54024] learning_rate: 0.000100 loss_class: 0.686556 loss_bbox: 0.107910 loss_giou: 0.465722 loss_class_aux: 4.305316 loss_bbox_aux: 0.702258 loss_giou_aux: 2.935082 loss_class_dn: 0.340022 loss_bbox_dn: 0.102684 loss_giou_dn: 0.376233 loss_class_aux_dn: 1.837826 loss_bbox_aux_dn: 0.630762 loss_giou_aux_dn: 2.139066 loss: 14.948019 eta: 42 days, 12:50:49 batch_cost: 1.0938 data_cost: 0.0014 ips: 7.3140 images/s
[08/10 21:25:59] ppdet.engine INFO: Epoch: [10] [25200/54024] learning_rate: 0.000100 loss_class: 0.688287 loss_bbox: 0.115071 loss_giou: 0.493053 loss_class_aux: 4.258811 loss_bbox_aux: 0.733895 loss_giou_aux: 3.051556 loss_class_dn: 0.350328 loss_bbox_dn: 0.102360 loss_giou_dn: 0.369753 loss_class_aux_dn: 1.867085 loss_bbox_aux_dn: 0.657533 loss_giou_aux_dn: 2.091312 loss: 14.926857 eta: 42 days, 12:48:29 batch_cost: 1.0837 data_cost: 0.0014 ips: 7.3818 images/s
[08/10 21:27:55] ppdet.engine INFO: Epoch: [10] [25300/54024] learning_rate: 0.000100 loss_class: 0.694789 loss_bbox: 0.109801 loss_giou: 0.486122 loss_class_aux: 4.227966 loss_bbox_aux: 0.716109 loss_giou_aux: 3.008706 loss_class_dn: 0.346507 loss_bbox_dn: 0.099722 loss_giou_dn: 0.367748 loss_class_aux_dn: 1.872285 loss_bbox_aux_dn: 0.597014 loss_giou_aux_dn: 2.114174 loss: 14.900965 eta: 42 days, 12:46:39 batch_cost: 1.1062 data_cost: 0.0013 ips: 7.2320 images/s
[08/10 21:29:49] ppdet.engine INFO: Epoch: [10] [25400/54024] learning_rate: 0.000100 loss_class: 0.675826 loss_bbox: 0.100461 loss_giou: 0.461942 loss_class_aux: 4.256470 loss_bbox_aux: 0.660367 loss_giou_aux: 2.871996 loss_class_dn: 0.343201 loss_bbox_dn: 0.095661 loss_giou_dn: 0.356277 loss_class_aux_dn: 1.834127 loss_bbox_aux_dn: 0.578634 loss_giou_aux_dn: 2.046757 loss: 14.603123 eta: 42 days, 12:44:20 batch_cost: 1.0849 data_cost: 0.0013 ips: 7.3736 images/s
[08/10 21:31:42] ppdet.engine INFO: Epoch: [10] [25500/54024] learning_rate: 0.000100 loss_class: 0.709137 loss_bbox: 0.109829 loss_giou: 0.453150 loss_class_aux: 4.444865 loss_bbox_aux: 0.722224 loss_giou_aux: 2.838765 loss_class_dn: 0.337305 loss_bbox_dn: 0.101253 loss_giou_dn: 0.356976 loss_class_aux_dn: 1.859122 loss_bbox_aux_dn: 0.632555 loss_giou_aux_dn: 2.040574 loss: 14.694865 eta: 42 days, 12:42:01 batch_cost: 1.0847 data_cost: 0.0013 ips: 7.3751 images/s
[08/10 21:33:44] ppdet.engine INFO: Epoch: [10] [25600/54024] learning_rate: 0.000100 loss_class: 0.719971 loss_bbox: 0.113613 loss_giou: 0.481073 loss_class_aux: 4.538532 loss_bbox_aux: 0.747663 loss_giou_aux: 3.004334 loss_class_dn: 0.359524 loss_bbox_dn: 0.113593 loss_giou_dn: 0.369821 loss_class_aux_dn: 1.944062 loss_bbox_aux_dn: 0.711525 loss_giou_aux_dn: 2.158261 loss: 15.471989 eta: 42 days, 12:41:35 batch_cost: 1.1671 data_cost: 0.0022 ips: 6.8548 images/s
[08/10 21:35:45] ppdet.engine INFO: Epoch: [10] [25700/54024] learning_rate: 0.000100 loss_class: 0.674234 loss_bbox: 0.098160 loss_giou: 0.474503 loss_class_aux: 4.200066 loss_bbox_aux: 0.629729 loss_giou_aux: 3.011205 loss_class_dn: 0.312533 loss_bbox_dn: 0.092166 loss_giou_dn: 0.359510 loss_class_aux_dn: 1.705269 loss_bbox_aux_dn: 0.543063 loss_giou_aux_dn: 2.022209 loss: 14.018413 eta: 42 days, 12:40:51 batch_cost: 1.1540 data_cost: 0.0013 ips: 6.9324 images/s
[08/10 21:37:44] ppdet.engine INFO: Epoch: [10] [25800/54024] learning_rate: 0.000100 loss_class: 0.666071 loss_bbox: 0.094971 loss_giou: 0.480732 loss_class_aux: 4.146148 loss_bbox_aux: 0.633538 loss_giou_aux: 2.975842 loss_class_dn: 0.338559 loss_bbox_dn: 0.088842 loss_giou_dn: 0.357814 loss_class_aux_dn: 1.805512 loss_bbox_aux_dn: 0.556906 loss_giou_aux_dn: 2.073082 loss: 14.709567 eta: 42 days, 12:39:52 batch_cost: 1.1427 data_cost: 0.0611 ips: 7.0010 images/s
[08/10 21:39:37] ppdet.engine INFO: Epoch: [10] [25900/54024] learning_rate: 0.000100 loss_class: 0.674643 loss_bbox: 0.107025 loss_giou: 0.502758 loss_class_aux: 4.229505 loss_bbox_aux: 0.680654 loss_giou_aux: 3.112743 loss_class_dn: 0.335835 loss_bbox_dn: 0.100349 loss_giou_dn: 0.370026 loss_class_aux_dn: 1.826770 loss_bbox_aux_dn: 0.633449 loss_giou_aux_dn: 2.126546 loss: 14.385691 eta: 42 days, 12:37:16 batch_cost: 1.0726 data_cost: 0.0013 ips: 7.4587 images/s
[08/10 21:41:50] ppdet.engine INFO: Epoch: [10] [26000/54024] learning_rate: 0.000100 loss_class: 0.685361 loss_bbox: 0.102316 loss_giou: 0.517720 loss_class_aux: 4.285559 loss_bbox_aux: 0.647963 loss_giou_aux: 3.202427 loss_class_dn: 0.351966 loss_bbox_dn: 0.087691 loss_giou_dn: 0.392819 loss_class_aux_dn: 1.889293 loss_bbox_aux_dn: 0.537330 loss_giou_aux_dn: 2.233587 loss: 15.506816 eta: 42 days, 12:39:24 batch_cost: 1.2793 data_cost: 0.0248 ips: 6.2532 images/s
[08/10 21:43:50] ppdet.engine INFO: Epoch: [10] [26100/54024] learning_rate: 0.000100 loss_class: 0.712934 loss_bbox: 0.110658 loss_giou: 0.484186 loss_class_aux: 4.430723 loss_bbox_aux: 0.709628 loss_giou_aux: 3.049658 loss_class_dn: 0.338679 loss_bbox_dn: 0.105673 loss_giou_dn: 0.362307 loss_class_aux_dn: 1.837504 loss_bbox_aux_dn: 0.660281 loss_giou_aux_dn: 2.105045 loss: 14.914028 eta: 42 days, 12:38:40 batch_cost: 1.1537 data_cost: 0.0084 ips: 6.9344 images/s
[08/10 21:45:53] ppdet.engine INFO: Epoch: [10] [26200/54024] learning_rate: 0.000100 loss_class: 0.690733 loss_bbox: 0.123065 loss_giou: 0.548729 loss_class_aux: 4.344065 loss_bbox_aux: 0.779236 loss_giou_aux: 3.367243 loss_class_dn: 0.371338 loss_bbox_dn: 0.115593 loss_giou_dn: 0.394833 loss_class_aux_dn: 1.975386 loss_bbox_aux_dn: 0.710821 loss_giou_aux_dn: 2.255388 loss: 16.540869 eta: 42 days, 12:38:24 batch_cost: 1.1747 data_cost: 0.0194 ips: 6.8104 images/s
[08/10 21:47:48] ppdet.engine INFO: Epoch: [10] [26300/54024] learning_rate: 0.000100 loss_class: 0.652809 loss_bbox: 0.109311 loss_giou: 0.508375 loss_class_aux: 4.087372 loss_bbox_aux: 0.694779 loss_giou_aux: 3.171506 loss_class_dn: 0.336098 loss_bbox_dn: 0.101887 loss_giou_dn: 0.379836 loss_class_aux_dn: 1.827238 loss_bbox_aux_dn: 0.631095 loss_giou_aux_dn: 2.152785 loss: 14.766967 eta: 42 days, 12:36:28 batch_cost: 1.1016 data_cost: 0.0013 ips: 7.2618 images/s
[08/10 21:49:57] ppdet.engine INFO: Epoch: [10] [26400/54024] learning_rate: 0.000100 loss_class: 0.658078 loss_bbox: 0.108276 loss_giou: 0.464282 loss_class_aux: 4.129431 loss_bbox_aux: 0.705240 loss_giou_aux: 2.914982 loss_class_dn: 0.337569 loss_bbox_dn: 0.100414 loss_giou_dn: 0.354884 loss_class_aux_dn: 1.810424 loss_bbox_aux_dn: 0.630992 loss_giou_aux_dn: 2.058974 loss: 14.676261 eta: 42 days, 12:37:36 batch_cost: 1.2360 data_cost: 0.0013 ips: 6.4725 images/s
[08/10 21:51:55] ppdet.engine INFO: Epoch: [10] [26500/54024] learning_rate: 0.000100 loss_class: 0.720991 loss_bbox: 0.115652 loss_giou: 0.503203 loss_class_aux: 4.462819 loss_bbox_aux: 0.764258 loss_giou_aux: 3.147725 loss_class_dn: 0.369082 loss_bbox_dn: 0.109973 loss_giou_dn: 0.392208 loss_class_aux_dn: 1.975514 loss_bbox_aux_dn: 0.669068 loss_giou_aux_dn: 2.265304 loss: 15.822771 eta: 42 days, 12:36:23 batch_cost: 1.1330 data_cost: 0.0013 ips: 7.0608 images/s
[08/10 21:53:53] ppdet.engine INFO: Epoch: [10] [26600/54024] learning_rate: 0.000100 loss_class: 0.677446 loss_bbox: 0.100949 loss_giou: 0.471152 loss_class_aux: 4.258083 loss_bbox_aux: 0.658371 loss_giou_aux: 2.903565 loss_class_dn: 0.344593 loss_bbox_dn: 0.101491 loss_giou_dn: 0.366852 loss_class_aux_dn: 1.898801 loss_bbox_aux_dn: 0.620743 loss_giou_aux_dn: 2.084835 loss: 15.004659 eta: 42 days, 12:35:04 batch_cost: 1.1285 data_cost: 0.0498 ips: 7.0890 images/s
[08/10 21:55:50] ppdet.engine INFO: Epoch: [10] [26700/54024] learning_rate: 0.000100 loss_class: 0.723072 loss_bbox: 0.105811 loss_giou: 0.473237 loss_class_aux: 4.477893 loss_bbox_aux: 0.699696 loss_giou_aux: 2.965729 loss_class_dn: 0.351060 loss_bbox_dn: 0.095065 loss_giou_dn: 0.363516 loss_class_aux_dn: 1.886738 loss_bbox_aux_dn: 0.600061 loss_giou_aux_dn: 2.063537 loss: 15.368169 eta: 42 days, 12:33:32 batch_cost: 1.1195 data_cost: 0.0013 ips: 7.1459 images/s
[08/10 21:57:47] ppdet.engine INFO: Epoch: [10] [26800/54024] learning_rate: 0.000100 loss_class: 0.704503 loss_bbox: 0.111340 loss_giou: 0.493540 loss_class_aux: 4.325364 loss_bbox_aux: 0.741830 loss_giou_aux: 3.078545 loss_class_dn: 0.345243 loss_bbox_dn: 0.102534 loss_giou_dn: 0.379301 loss_class_aux_dn: 1.885726 loss_bbox_aux_dn: 0.621519 loss_giou_aux_dn: 2.162980 loss: 15.520003 eta: 42 days, 12:31:57 batch_cost: 1.1169 data_cost: 0.0014 ips: 7.1625 images/s
[08/10 21:59:40] ppdet.engine INFO: Epoch: [10] [26900/54024] learning_rate: 0.000100 loss_class: 0.702210 loss_bbox: 0.111343 loss_giou: 0.533531 loss_class_aux: 4.294059 loss_bbox_aux: 0.730627 loss_giou_aux: 3.255536 loss_class_dn: 0.349917 loss_bbox_dn: 0.098806 loss_giou_dn: 0.388785 loss_class_aux_dn: 1.901635 loss_bbox_aux_dn: 0.605885 loss_giou_aux_dn: 2.234492 loss: 15.849817 eta: 42 days, 12:29:34 batch_cost: 1.0824 data_cost: 0.0013 ips: 7.3907 images/s
[08/10 22:01:35] ppdet.engine INFO: Epoch: [10] [27000/54024] learning_rate: 0.000100 loss_class: 0.700849 loss_bbox: 0.112122 loss_giou: 0.509610 loss_class_aux: 4.451164 loss_bbox_aux: 0.715803 loss_giou_aux: 3.245792 loss_class_dn: 0.362432 loss_bbox_dn: 0.100760 loss_giou_dn: 0.388154 loss_class_aux_dn: 1.930263 loss_bbox_aux_dn: 0.634448 loss_giou_aux_dn: 2.210967 loss: 15.401207 eta: 42 days, 12:27:36 batch_cost: 1.1003 data_cost: 0.0013 ips: 7.2711 images/s
[08/10 22:03:28] ppdet.engine INFO: Epoch: [10] [27100/54024] learning_rate: 0.000100 loss_class: 0.695042 loss_bbox: 0.108149 loss_giou: 0.486557 loss_class_aux: 4.345700 loss_bbox_aux: 0.704944 loss_giou_aux: 3.022980 loss_class_dn: 0.341886 loss_bbox_dn: 0.106202 loss_giou_dn: 0.373974 loss_class_aux_dn: 1.870768 loss_bbox_aux_dn: 0.656228 loss_giou_aux_dn: 2.084336 loss: 15.317016 eta: 42 days, 12:25:13 batch_cost: 1.0816 data_cost: 0.0013 ips: 7.3965 images/s
[08/10 22:05:40] ppdet.engine INFO: Epoch: [10] [27200/54024] learning_rate: 0.000100 loss_class: 0.704092 loss_bbox: 0.111064 loss_giou: 0.517522 loss_class_aux: 4.460140 loss_bbox_aux: 0.709719 loss_giou_aux: 3.221306 loss_class_dn: 0.358920 loss_bbox_dn: 0.100284 loss_giou_dn: 0.390327 loss_class_aux_dn: 1.947864 loss_bbox_aux_dn: 0.617318 loss_giou_aux_dn: 2.235192 loss: 15.769707 eta: 42 days, 12:26:51 batch_cost: 1.2584 data_cost: 0.0013 ips: 6.3575 images/s
[08/10 22:07:35] ppdet.engine INFO: Epoch: [10] [27300/54024] learning_rate: 0.000100 loss_class: 0.679651 loss_bbox: 0.107496 loss_giou: 0.524638 loss_class_aux: 4.221892 loss_bbox_aux: 0.713508 loss_giou_aux: 3.237668 loss_class_dn: 0.342277 loss_bbox_dn: 0.099791 loss_giou_dn: 0.387989 loss_class_aux_dn: 1.861528 loss_bbox_aux_dn: 0.636699 loss_giou_aux_dn: 2.184297 loss: 14.779166 eta: 42 days, 12:25:03 batch_cost: 1.1079 data_cost: 0.0013 ips: 7.2206 images/s
[08/10 22:09:32] ppdet.engine INFO: Epoch: [10] [27400/54024] learning_rate: 0.000100 loss_class: 0.712215 loss_bbox: 0.112256 loss_giou: 0.497895 loss_class_aux: 4.455524 loss_bbox_aux: 0.728790 loss_giou_aux: 3.111376 loss_class_dn: 0.351300 loss_bbox_dn: 0.096542 loss_giou_dn: 0.360945 loss_class_aux_dn: 1.916624 loss_bbox_aux_dn: 0.609982 loss_giou_aux_dn: 2.103639 loss: 15.266437 eta: 42 days, 12:23:29 batch_cost: 1.1179 data_cost: 0.0013 ips: 7.1562 images/s
[08/10 22:11:25] ppdet.engine INFO: Epoch: [10] [27500/54024] learning_rate: 0.000100 loss_class: 0.671830 loss_bbox: 0.105507 loss_giou: 0.513243 loss_class_aux: 4.158238 loss_bbox_aux: 0.703097 loss_giou_aux: 3.211826 loss_class_dn: 0.352213 loss_bbox_dn: 0.097742 loss_giou_dn: 0.382032 loss_class_aux_dn: 1.915560 loss_bbox_aux_dn: 0.591295 loss_giou_aux_dn: 2.211867 loss: 15.122173 eta: 42 days, 12:20:53 batch_cost: 1.0725 data_cost: 0.0014 ips: 7.4591 images/s
[08/10 22:13:19] ppdet.engine INFO: Epoch: [10] [27600/54024] learning_rate: 0.000100 loss_class: 0.708640 loss_bbox: 0.114831 loss_giou: 0.475947 loss_class_aux: 4.391145 loss_bbox_aux: 0.715204 loss_giou_aux: 2.958081 loss_class_dn: 0.348513 loss_bbox_dn: 0.097218 loss_giou_dn: 0.375662 loss_class_aux_dn: 1.882876 loss_bbox_aux_dn: 0.599587 loss_giou_aux_dn: 2.160159 loss: 15.066001 eta: 42 days, 12:18:42 batch_cost: 1.0904 data_cost: 0.0013 ips: 7.3369 images/s
[08/10 22:15:11] ppdet.engine INFO: Epoch: [10] [27700/54024] learning_rate: 0.000100 loss_class: 0.643426 loss_bbox: 0.100579 loss_giou: 0.442971 loss_class_aux: 4.018086 loss_bbox_aux: 0.675227 loss_giou_aux: 2.806690 loss_class_dn: 0.324622 loss_bbox_dn: 0.095242 loss_giou_dn: 0.351905 loss_class_aux_dn: 1.760929 loss_bbox_aux_dn: 0.612325 loss_giou_aux_dn: 2.040983 loss: 14.074943 eta: 42 days, 12:16:11 batch_cost: 1.0763 data_cost: 0.0014 ips: 7.4328 images/s
[08/10 22:17:05] ppdet.engine INFO: Epoch: [10] [27800/54024] learning_rate: 0.000100 loss_class: 0.653781 loss_bbox: 0.107515 loss_giou: 0.489095 loss_class_aux: 4.074565 loss_bbox_aux: 0.693651 loss_giou_aux: 2.980436 loss_class_dn: 0.325701 loss_bbox_dn: 0.103312 loss_giou_dn: 0.360681 loss_class_aux_dn: 1.741277 loss_bbox_aux_dn: 0.631571 loss_giou_aux_dn: 2.065500 loss: 13.954791 eta: 42 days, 12:13:52 batch_cost: 1.0847 data_cost: 0.0013 ips: 7.3754 images/s
[08/10 22:19:11] ppdet.engine INFO: Epoch: [10] [27900/54024] learning_rate: 0.000100 loss_class: 0.704770 loss_bbox: 0.119728 loss_giou: 0.511435 loss_class_aux: 4.434691 loss_bbox_aux: 0.753850 loss_giou_aux: 3.232144 loss_class_dn: 0.362445 loss_bbox_dn: 0.104670 loss_giou_dn: 0.402004 loss_class_aux_dn: 1.951345 loss_bbox_aux_dn: 0.625389 loss_giou_aux_dn: 2.291806 loss: 16.261709 eta: 42 days, 12:14:19 batch_cost: 1.2068 data_cost: 0.0013 ips: 6.6292 images/s
[08/10 22:21:09] ppdet.engine INFO: Epoch: [10] [28000/54024] learning_rate: 0.000100 loss_class: 0.698597 loss_bbox: 0.109265 loss_giou: 0.505435 loss_class_aux: 4.383960 loss_bbox_aux: 0.709394 loss_giou_aux: 3.160104 loss_class_dn: 0.349381 loss_bbox_dn: 0.104769 loss_giou_dn: 0.359921 loss_class_aux_dn: 1.898350 loss_bbox_aux_dn: 0.646066 loss_giou_aux_dn: 2.069384 loss: 15.186597 eta: 42 days, 12:13:01 batch_cost: 1.1300 data_cost: 0.0610 ips: 7.0797 images/s
[08/10 22:23:03] ppdet.engine INFO: Epoch: [10] [28100/54024] learning_rate: 0.000100 loss_class: 0.707660 loss_bbox: 0.113284 loss_giou: 0.480050 loss_class_aux: 4.371364 loss_bbox_aux: 0.726009 loss_giou_aux: 3.005353 loss_class_dn: 0.347582 loss_bbox_dn: 0.097705 loss_giou_dn: 0.360666 loss_class_aux_dn: 1.877178 loss_bbox_aux_dn: 0.609379 loss_giou_aux_dn: 2.108098 loss: 15.140457 eta: 42 days, 12:10:43 batch_cost: 1.0856 data_cost: 0.0013 ips: 7.3695 images/s
[08/10 22:25:06] ppdet.engine INFO: Epoch: [10] [28200/54024] learning_rate: 0.000100 loss_class: 0.695525 loss_bbox: 0.114252 loss_giou: 0.457650 loss_class_aux: 4.270442 loss_bbox_aux: 0.746801 loss_giou_aux: 2.889526 loss_class_dn: 0.341234 loss_bbox_dn: 0.104600 loss_giou_dn: 0.367305 loss_class_aux_dn: 1.867883 loss_bbox_aux_dn: 0.629275 loss_giou_aux_dn: 2.117729 loss: 14.702775 eta: 42 days, 12:10:19 batch_cost: 1.1694 data_cost: 0.0121 ips: 6.8413 images/s
[08/10 22:26:58] ppdet.engine INFO: Epoch: [10] [28300/54024] learning_rate: 0.000100 loss_class: 0.727720 loss_bbox: 0.105647 loss_giou: 0.454036 loss_class_aux: 4.502080 loss_bbox_aux: 0.710972 loss_giou_aux: 2.856902 loss_class_dn: 0.341920 loss_bbox_dn: 0.104448 loss_giou_dn: 0.359559 loss_class_aux_dn: 1.850567 loss_bbox_aux_dn: 0.656162 loss_giou_aux_dn: 2.069608 loss: 14.766644 eta: 42 days, 12:07:40 batch_cost: 1.0697 data_cost: 0.0013 ips: 7.4785 images/s
[08/10 22:28:50] ppdet.engine INFO: Epoch: [10] [28400/54024] learning_rate: 0.000100 loss_class: 0.679134 loss_bbox: 0.107667 loss_giou: 0.468149 loss_class_aux: 4.265520 loss_bbox_aux: 0.693315 loss_giou_aux: 2.918235 loss_class_dn: 0.329926 loss_bbox_dn: 0.097605 loss_giou_dn: 0.348068 loss_class_aux_dn: 1.776882 loss_bbox_aux_dn: 0.620238 loss_giou_aux_dn: 1.987545 loss: 14.421915 eta: 42 days, 12:04:56 batch_cost: 1.0665 data_cost: 0.0013 ips: 7.5011 images/s
[08/10 22:30:56] ppdet.engine INFO: Epoch: [10] [28500/54024] learning_rate: 0.000100 loss_class: 0.677298 loss_bbox: 0.114750 loss_giou: 0.496614 loss_class_aux: 4.183277 loss_bbox_aux: 0.745284 loss_giou_aux: 3.023237 loss_class_dn: 0.340884 loss_bbox_dn: 0.100618 loss_giou_dn: 0.374198 loss_class_aux_dn: 1.806795 loss_bbox_aux_dn: 0.629906 loss_giou_aux_dn: 2.145452 loss: 14.951056 eta: 42 days, 12:05:30 batch_cost: 1.2124 data_cost: 0.0014 ips: 6.5985 images/s
[08/10 22:32:48] ppdet.engine INFO: Epoch: [10] [28600/54024] learning_rate: 0.000100 loss_class: 0.711346 loss_bbox: 0.104141 loss_giou: 0.515543 loss_class_aux: 4.402726 loss_bbox_aux: 0.697135 loss_giou_aux: 3.197814 loss_class_dn: 0.340028 loss_bbox_dn: 0.094670 loss_giou_dn: 0.379485 loss_class_aux_dn: 1.853391 loss_bbox_aux_dn: 0.596642 loss_giou_aux_dn: 2.152558 loss: 15.138156 eta: 42 days, 12:02:45 batch_cost: 1.0657 data_cost: 0.0013 ips: 7.5066 images/s
[08/10 22:34:47] ppdet.engine INFO: Epoch: [10] [28700/54024] learning_rate: 0.000100 loss_class: 0.733824 loss_bbox: 0.114217 loss_giou: 0.477674 loss_class_aux: 4.527922 loss_bbox_aux: 0.727420 loss_giou_aux: 2.978461 loss_class_dn: 0.349038 loss_bbox_dn: 0.102258 loss_giou_dn: 0.370586 loss_class_aux_dn: 1.862797 loss_bbox_aux_dn: 0.641467 loss_giou_aux_dn: 2.116253 loss: 15.011758 eta: 42 days, 12:01:35 batch_cost: 1.1355 data_cost: 0.0013 ips: 7.0453 images/s
[08/10 22:36:43] ppdet.engine INFO: Epoch: [10] [28800/54024] learning_rate: 0.000100 loss_class: 0.689869 loss_bbox: 0.109742 loss_giou: 0.516581 loss_class_aux: 4.291086 loss_bbox_aux: 0.706516 loss_giou_aux: 3.179603 loss_class_dn: 0.349917 loss_bbox_dn: 0.102235 loss_giou_dn: 0.403072 loss_class_aux_dn: 1.870646 loss_bbox_aux_dn: 0.634807 loss_giou_aux_dn: 2.296060 loss: 15.238791 eta: 42 days, 11:59:57 batch_cost: 1.1150 data_cost: 0.0013 ips: 7.1748 images/s
[08/10 22:38:38] ppdet.engine INFO: Epoch: [10] [28900/54024] learning_rate: 0.000100 loss_class: 0.679731 loss_bbox: 0.106643 loss_giou: 0.488073 loss_class_aux: 4.247733 loss_bbox_aux: 0.700234 loss_giou_aux: 3.047477 loss_class_dn: 0.340931 loss_bbox_dn: 0.101988 loss_giou_dn: 0.373071 loss_class_aux_dn: 1.846137 loss_bbox_aux_dn: 0.611004 loss_giou_aux_dn: 2.123061 loss: 14.965778 eta: 42 days, 11:57:49 batch_cost: 1.0931 data_cost: 0.0013 ips: 7.3185 images/s
[08/10 22:40:29] ppdet.engine INFO: Epoch: [10] [29000/54024] learning_rate: 0.000100 loss_class: 0.673134 loss_bbox: 0.109203 loss_giou: 0.477611 loss_class_aux: 4.131738 loss_bbox_aux: 0.703326 loss_giou_aux: 3.005812 loss_class_dn: 0.344658 loss_bbox_dn: 0.099164 loss_giou_dn: 0.356606 loss_class_aux_dn: 1.844156 loss_bbox_aux_dn: 0.616629 loss_giou_aux_dn: 2.065271 loss: 15.127216 eta: 42 days, 11:54:54 batch_cost: 1.0585 data_cost: 0.0015 ips: 7.5581 images/s
[08/10 22:42:43] ppdet.engine INFO: Epoch: [10] [29100/54024] learning_rate: 0.000100 loss_class: 0.671185 loss_bbox: 0.106031 loss_giou: 0.534755 loss_class_aux: 4.125867 loss_bbox_aux: 0.666762 loss_giou_aux: 3.348569 loss_class_dn: 0.345240 loss_bbox_dn: 0.087695 loss_giou_dn: 0.396862 loss_class_aux_dn: 1.841470 loss_bbox_aux_dn: 0.552265 loss_giou_aux_dn: 2.231139 loss: 15.139590 eta: 42 days, 11:57:11 batch_cost: 1.2885 data_cost: 0.0089 ips: 6.2088 images/s
[08/10 22:44:41] ppdet.engine INFO: Epoch: [10] [29200/54024] learning_rate: 0.000100 loss_class: 0.741778 loss_bbox: 0.119927 loss_giou: 0.522471 loss_class_aux: 4.504053 loss_bbox_aux: 0.765763 loss_giou_aux: 3.279261 loss_class_dn: 0.365871 loss_bbox_dn: 0.102337 loss_giou_dn: 0.407948 loss_class_aux_dn: 1.972622 loss_bbox_aux_dn: 0.652812 loss_giou_aux_dn: 2.323772 loss: 15.896557 eta: 42 days, 11:56:00 batch_cost: 1.1348 data_cost: 0.0014 ips: 7.0496 images/s
[08/10 22:46:35] ppdet.engine INFO: Epoch: [10] [29300/54024] learning_rate: 0.000100 loss_class: 0.682749 loss_bbox: 0.100435 loss_giou: 0.449590 loss_class_aux: 4.283756 loss_bbox_aux: 0.642960 loss_giou_aux: 2.752703 loss_class_dn: 0.329327 loss_bbox_dn: 0.099961 loss_giou_dn: 0.345334 loss_class_aux_dn: 1.817836 loss_bbox_aux_dn: 0.615470 loss_giou_aux_dn: 2.018451 loss: 14.171759 eta: 42 days, 11:53:35 batch_cost: 1.0809 data_cost: 0.0014 ips: 7.4011 images/s
[08/10 22:48:31] ppdet.engine INFO: Epoch: [10] [29400/54024] learning_rate: 0.000100 loss_class: 0.706479 loss_bbox: 0.107852 loss_giou: 0.457092 loss_class_aux: 4.453234 loss_bbox_aux: 0.687556 loss_giou_aux: 2.853372 loss_class_dn: 0.335350 loss_bbox_dn: 0.093044 loss_giou_dn: 0.358242 loss_class_aux_dn: 1.822912 loss_bbox_aux_dn: 0.605013 loss_giou_aux_dn: 2.043804 loss: 14.532564 eta: 42 days, 11:51:52 batch_cost: 1.1109 data_cost: 0.0013 ips: 7.2014 images/s
[08/10 22:50:24] ppdet.engine INFO: Epoch: [10] [29500/54024] learning_rate: 0.000100 loss_class: 0.701794 loss_bbox: 0.112388 loss_giou: 0.512327 loss_class_aux: 4.357319 loss_bbox_aux: 0.714201 loss_giou_aux: 3.260463 loss_class_dn: 0.362525 loss_bbox_dn: 0.104675 loss_giou_dn: 0.389220 loss_class_aux_dn: 1.954842 loss_bbox_aux_dn: 0.634878 loss_giou_aux_dn: 2.220888 loss: 15.463114 eta: 42 days, 11:49:26 batch_cost: 1.0800 data_cost: 0.0013 ips: 7.4075 images/s
[08/10 22:52:20] ppdet.engine INFO: Epoch: [10] [29600/54024] learning_rate: 0.000100 loss_class: 0.685876 loss_bbox: 0.106688 loss_giou: 0.502195 loss_class_aux: 4.340348 loss_bbox_aux: 0.680289 loss_giou_aux: 3.106922 loss_class_dn: 0.352696 loss_bbox_dn: 0.090880 loss_giou_dn: 0.392014 loss_class_aux_dn: 1.886910 loss_bbox_aux_dn: 0.579641 loss_giou_aux_dn: 2.241490 loss: 15.131264 eta: 42 days, 11:47:28 batch_cost: 1.1000 data_cost: 0.0013 ips: 7.2728 images/s
[08/10 22:54:11] ppdet.engine INFO: Epoch: [10] [29700/54024] learning_rate: 0.000100 loss_class: 0.705651 loss_bbox: 0.108881 loss_giou: 0.509940 loss_class_aux: 4.281175 loss_bbox_aux: 0.699212 loss_giou_aux: 3.126364 loss_class_dn: 0.350044 loss_bbox_dn: 0.096287 loss_giou_dn: 0.377235 loss_class_aux_dn: 1.894199 loss_bbox_aux_dn: 0.611190 loss_giou_aux_dn: 2.142846 loss: 15.049123 eta: 42 days, 11:44:39 batch_cost: 1.0625 data_cost: 0.0013 ips: 7.5291 images/s
[08/10 22:56:06] ppdet.engine INFO: Epoch: [10] [29800/54024] learning_rate: 0.000100 loss_class: 0.701550 loss_bbox: 0.111614 loss_giou: 0.455975 loss_class_aux: 4.443201 loss_bbox_aux: 0.715573 loss_giou_aux: 2.827860 loss_class_dn: 0.347470 loss_bbox_dn: 0.096252 loss_giou_dn: 0.360946 loss_class_aux_dn: 1.862286 loss_bbox_aux_dn: 0.603166 loss_giou_aux_dn: 2.080340 loss: 14.919998 eta: 42 days, 11:42:34 batch_cost: 1.0954 data_cost: 0.0013 ips: 7.3032 images/s
[08/10 22:57:59] ppdet.engine INFO: Epoch: [10] [29900/54024] learning_rate: 0.000100 loss_class: 0.681276 loss_bbox: 0.108824 loss_giou: 0.513672 loss_class_aux: 4.171809 loss_bbox_aux: 0.716711 loss_giou_aux: 3.233333 loss_class_dn: 0.332199 loss_bbox_dn: 0.097732 loss_giou_dn: 0.361863 loss_class_aux_dn: 1.834849 loss_bbox_aux_dn: 0.606512 loss_giou_aux_dn: 2.099474 loss: 14.747864 eta: 42 days, 11:40:10 batch_cost: 1.0813 data_cost: 0.0013 ips: 7.3987 images/s
[08/10 22:59:49] ppdet.engine INFO: Epoch: [10] [30000/54024] learning_rate: 0.000100 loss_class: 0.690481 loss_bbox: 0.109369 loss_giou: 0.491968 loss_class_aux: 4.321068 loss_bbox_aux: 0.730198 loss_giou_aux: 3.093063 loss_class_dn: 0.358455 loss_bbox_dn: 0.096929 loss_giou_dn: 0.382029 loss_class_aux_dn: 1.980547 loss_bbox_aux_dn: 0.594727 loss_giou_aux_dn: 2.167215 loss: 15.722089 eta: 42 days, 11:37:08 batch_cost: 1.0529 data_cost: 0.0016 ips: 7.5981 images/s
[08/10 23:01:46] ppdet.engine INFO: Epoch: [10] [30100/54024] learning_rate: 0.000100 loss_class: 0.700170 loss_bbox: 0.107744 loss_giou: 0.479881 loss_class_aux: 4.360146 loss_bbox_aux: 0.702568 loss_giou_aux: 2.940265 loss_class_dn: 0.343159 loss_bbox_dn: 0.102564 loss_giou_dn: 0.379423 loss_class_aux_dn: 1.857233 loss_bbox_aux_dn: 0.632170 loss_giou_aux_dn: 2.159574 loss: 15.319082 eta: 42 days, 11:35:38 batch_cost: 1.1209 data_cost: 0.0013 ips: 7.1371 images/s
[08/10 23:03:53] ppdet.engine INFO: Epoch: [10] [30200/54024] learning_rate: 0.000100 loss_class: 0.660967 loss_bbox: 0.106823 loss_giou: 0.487675 loss_class_aux: 4.090325 loss_bbox_aux: 0.694554 loss_giou_aux: 2.968555 loss_class_dn: 0.324416 loss_bbox_dn: 0.096340 loss_giou_dn: 0.363338 loss_class_aux_dn: 1.750986 loss_bbox_aux_dn: 0.576632 loss_giou_aux_dn: 2.099059 loss: 14.436878 eta: 42 days, 11:36:19 batch_cost: 1.2179 data_cost: 0.0013 ips: 6.5685 images/s
[08/10 23:05:52] ppdet.engine INFO: Epoch: [10] [30300/54024] learning_rate: 0.000100 loss_class: 0.659489 loss_bbox: 0.114731 loss_giou: 0.530687 loss_class_aux: 4.061945 loss_bbox_aux: 0.726592 loss_giou_aux: 3.331989 loss_class_dn: 0.349558 loss_bbox_dn: 0.094097 loss_giou_dn: 0.390137 loss_class_aux_dn: 1.877631 loss_bbox_aux_dn: 0.593513 loss_giou_aux_dn: 2.245299 loss: 15.413198 eta: 42 days, 11:35:14 batch_cost: 1.1397 data_cost: 0.0602 ips: 7.0194 images/s
[08/10 23:07:55] ppdet.engine INFO: Epoch: [10] [30400/54024] learning_rate: 0.000100 loss_class: 0.717111 loss_bbox: 0.104253 loss_giou: 0.440488 loss_class_aux: 4.428737 loss_bbox_aux: 0.685185 loss_giou_aux: 2.784042 loss_class_dn: 0.345849 loss_bbox_dn: 0.100349 loss_giou_dn: 0.354908 loss_class_aux_dn: 1.863258 loss_bbox_aux_dn: 0.614392 loss_giou_aux_dn: 2.082316 loss: 14.842961 eta: 42 days, 11:34:50 batch_cost: 1.1707 data_cost: 0.0013 ips: 6.8338 images/s
[08/10 23:09:49] ppdet.engine INFO: Epoch: [10] [30500/54024] learning_rate: 0.000100 loss_class: 0.689562 loss_bbox: 0.106508 loss_giou: 0.552133 loss_class_aux: 4.298113 loss_bbox_aux: 0.687720 loss_giou_aux: 3.331721 loss_class_dn: 0.353426 loss_bbox_dn: 0.094368 loss_giou_dn: 0.398979 loss_class_aux_dn: 1.917832 loss_bbox_aux_dn: 0.570019 loss_giou_aux_dn: 2.252864 loss: 15.327502 eta: 42 days, 11:32:46 batch_cost: 1.0960 data_cost: 0.0014 ips: 7.2993 images/s
[08/10 23:11:41] ppdet.engine INFO: Epoch: [10] [30600/54024] learning_rate: 0.000100 loss_class: 0.723399 loss_bbox: 0.105347 loss_giou: 0.485532 loss_class_aux: 4.476120 loss_bbox_aux: 0.703564 loss_giou_aux: 2.983851 loss_class_dn: 0.351146 loss_bbox_dn: 0.101336 loss_giou_dn: 0.376001 loss_class_aux_dn: 1.907292 loss_bbox_aux_dn: 0.636082 loss_giou_aux_dn: 2.163018 loss: 15.399225 eta: 42 days, 11:29:54 batch_cost: 1.0599 data_cost: 0.0013 ips: 7.5481 images/s
[08/10 23:13:35] ppdet.engine INFO: Epoch: [10] [30700/54024] learning_rate: 0.000100 loss_class: 0.734240 loss_bbox: 0.116981 loss_giou: 0.450377 loss_class_aux: 4.594502 loss_bbox_aux: 0.755770 loss_giou_aux: 2.836738 loss_class_dn: 0.354129 loss_bbox_dn: 0.112305 loss_giou_dn: 0.356950 loss_class_aux_dn: 1.910495 loss_bbox_aux_dn: 0.691099 loss_giou_aux_dn: 2.104348 loss: 15.666434 eta: 42 days, 11:27:38 batch_cost: 1.0867 data_cost: 0.0013 ips: 7.3619 images/s
[08/10 23:15:26] ppdet.engine INFO: Epoch: [10] [30800/54024] learning_rate: 0.000100 loss_class: 0.688693 loss_bbox: 0.106324 loss_giou: 0.509341 loss_class_aux: 4.274245 loss_bbox_aux: 0.701222 loss_giou_aux: 3.157650 loss_class_dn: 0.345792 loss_bbox_dn: 0.096678 loss_giou_dn: 0.377827 loss_class_aux_dn: 1.874254 loss_bbox_aux_dn: 0.625951 loss_giou_aux_dn: 2.154233 loss: 15.306784 eta: 42 days, 11:24:36 batch_cost: 1.0534 data_cost: 0.0191 ips: 7.5948 images/s
[08/10 23:17:17] ppdet.engine INFO: Epoch: [10] [30900/54024] learning_rate: 0.000100 loss_class: 0.696746 loss_bbox: 0.105395 loss_giou: 0.550387 loss_class_aux: 4.360377 loss_bbox_aux: 0.699265 loss_giou_aux: 3.478820 loss_class_dn: 0.369688 loss_bbox_dn: 0.100129 loss_giou_dn: 0.416017 loss_class_aux_dn: 2.006936 loss_bbox_aux_dn: 0.621174 loss_giou_aux_dn: 2.344319 loss: 16.395057 eta: 42 days, 11:21:50 batch_cost: 1.0642 data_cost: 0.0014 ips: 7.5175 images/s
[08/10 23:19:09] ppdet.engine INFO: Epoch: [10] [31000/54024] learning_rate: 0.000100 loss_class: 0.694895 loss_bbox: 0.117017 loss_giou: 0.495747 loss_class_aux: 4.372419 loss_bbox_aux: 0.770631 loss_giou_aux: 3.037535 loss_class_dn: 0.348205 loss_bbox_dn: 0.100953 loss_giou_dn: 0.364613 loss_class_aux_dn: 1.892228 loss_bbox_aux_dn: 0.615212 loss_giou_aux_dn: 2.108187 loss: 15.328010 eta: 42 days, 11:19:06 batch_cost: 1.0663 data_cost: 0.0013 ips: 7.5025 images/s
[08/10 23:21:03] ppdet.engine INFO: Epoch: [10] [31100/54024] learning_rate: 0.000100 loss_class: 0.724244 loss_bbox: 0.105583 loss_giou: 0.526647 loss_class_aux: 4.478311 loss_bbox_aux: 0.691360 loss_giou_aux: 3.181866 loss_class_dn: 0.350701 loss_bbox_dn: 0.097744 loss_giou_dn: 0.398831 loss_class_aux_dn: 1.915880 loss_bbox_aux_dn: 0.595686 loss_giou_aux_dn: 2.293870 loss: 15.357550 eta: 42 days, 11:16:52 batch_cost: 1.0878 data_cost: 0.0013 ips: 7.3540 images/s
[08/10 23:22:59] ppdet.engine INFO: Epoch: [10] [31200/54024] learning_rate: 0.000100 loss_class: 0.696988 loss_bbox: 0.112674 loss_giou: 0.499337 loss_class_aux: 4.324756 loss_bbox_aux: 0.727105 loss_giou_aux: 3.140665 loss_class_dn: 0.348132 loss_bbox_dn: 0.102580 loss_giou_dn: 0.373995 loss_class_aux_dn: 1.887260 loss_bbox_aux_dn: 0.669150 loss_giou_aux_dn: 2.199831 loss: 15.267202 eta: 42 days, 11:15:03 batch_cost: 1.1075 data_cost: 0.0013 ips: 7.2236 images/s
[08/10 23:24:52] ppdet.engine INFO: Epoch: [10] [31300/54024] learning_rate: 0.000100 loss_class: 0.631398 loss_bbox: 0.100816 loss_giou: 0.420421 loss_class_aux: 4.054184 loss_bbox_aux: 0.659009 loss_giou_aux: 2.627596 loss_class_dn: 0.312302 loss_bbox_dn: 0.098957 loss_giou_dn: 0.322812 loss_class_aux_dn: 1.717294 loss_bbox_aux_dn: 0.598758 loss_giou_aux_dn: 1.889308 loss: 13.722516 eta: 42 days, 11:12:39 batch_cost: 1.0808 data_cost: 0.0013 ips: 7.4020 images/s
[08/10 23:26:48] ppdet.engine INFO: Epoch: [10] [31400/54024] learning_rate: 0.000100 loss_class: 0.756905 loss_bbox: 0.121375 loss_giou: 0.478292 loss_class_aux: 4.649353 loss_bbox_aux: 0.787273 loss_giou_aux: 2.982598 loss_class_dn: 0.373901 loss_bbox_dn: 0.098851 loss_giou_dn: 0.382177 loss_class_aux_dn: 2.020400 loss_bbox_aux_dn: 0.612520 loss_giou_aux_dn: 2.222610 loss: 16.164800 eta: 42 days, 11:10:52 batch_cost: 1.1081 data_cost: 0.0014 ips: 7.2194 images/s
[08/10 23:28:46] ppdet.engine INFO: Epoch: [10] [31500/54024] learning_rate: 0.000100 loss_class: 0.705104 loss_bbox: 0.100873 loss_giou: 0.455502 loss_class_aux: 4.322601 loss_bbox_aux: 0.674090 loss_giou_aux: 2.872090 loss_class_dn: 0.332599 loss_bbox_dn: 0.097247 loss_giou_dn: 0.361080 loss_class_aux_dn: 1.814672 loss_bbox_aux_dn: 0.614332 loss_giou_aux_dn: 2.082370 loss: 14.248771 eta: 42 days, 11:09:29 batch_cost: 1.1268 data_cost: 0.0014 ips: 7.0999 images/s
[08/10 23:30:43] ppdet.engine INFO: Epoch: [10] [31600/54024] learning_rate: 0.000100 loss_class: 0.688437 loss_bbox: 0.102323 loss_giou: 0.499359 loss_class_aux: 4.245061 loss_bbox_aux: 0.676123 loss_giou_aux: 3.120152 loss_class_dn: 0.334017 loss_bbox_dn: 0.098736 loss_giou_dn: 0.372424 loss_class_aux_dn: 1.808503 loss_bbox_aux_dn: 0.622795 loss_giou_aux_dn: 2.134642 loss: 14.803770 eta: 42 days, 11:08:07 batch_cost: 1.1272 data_cost: 0.0423 ips: 7.0975 images/s
[08/10 23:32:33] ppdet.engine INFO: Epoch: [10] [31700/54024] learning_rate: 0.000100 loss_class: 0.724151 loss_bbox: 0.113111 loss_giou: 0.538676 loss_class_aux: 4.534545 loss_bbox_aux: 0.718547 loss_giou_aux: 3.341131 loss_class_dn: 0.345743 loss_bbox_dn: 0.102804 loss_giou_dn: 0.388430 loss_class_aux_dn: 1.905051 loss_bbox_aux_dn: 0.644835 loss_giou_aux_dn: 2.241429 loss: 15.406399 eta: 42 days, 11:04:56 batch_cost: 1.0455 data_cost: 0.0013 ips: 7.6520 images/s
[08/10 23:34:24] ppdet.engine INFO: Epoch: [10] [31800/54024] learning_rate: 0.000100 loss_class: 0.657822 loss_bbox: 0.102707 loss_giou: 0.446969 loss_class_aux: 4.069522 loss_bbox_aux: 0.659576 loss_giou_aux: 2.789529 loss_class_dn: 0.323675 loss_bbox_dn: 0.094466 loss_giou_dn: 0.338452 loss_class_aux_dn: 1.744105 loss_bbox_aux_dn: 0.592309 loss_giou_aux_dn: 1.945092 loss: 13.591846 eta: 42 days, 11:01:58 batch_cost: 1.0555 data_cost: 0.0014 ips: 7.5793 images/s
[08/10 23:36:18] ppdet.engine INFO: Epoch: [10] [31900/54024] learning_rate: 0.000100 loss_class: 0.718930 loss_bbox: 0.110583 loss_giou: 0.488383 loss_class_aux: 4.459481 loss_bbox_aux: 0.733522 loss_giou_aux: 3.027245 loss_class_dn: 0.352671 loss_bbox_dn: 0.108924 loss_giou_dn: 0.379957 loss_class_aux_dn: 1.930011 loss_bbox_aux_dn: 0.678892 loss_giou_aux_dn: 2.194173 loss: 15.429061 eta: 42 days, 10:59:54 batch_cost: 1.0953 data_cost: 0.0013 ips: 7.3039 images/s
[08/10 23:38:15] ppdet.engine INFO: Epoch: [10] [32000/54024] learning_rate: 0.000100 loss_class: 0.697138 loss_bbox: 0.106423 loss_giou: 0.490634 loss_class_aux: 4.350595 loss_bbox_aux: 0.678856 loss_giou_aux: 3.058388 loss_class_dn: 0.342645 loss_bbox_dn: 0.097482 loss_giou_dn: 0.375159 loss_class_aux_dn: 1.849795 loss_bbox_aux_dn: 0.596341 loss_giou_aux_dn: 2.183325 loss: 15.037915 eta: 42 days, 10:58:12 batch_cost: 1.1122 data_cost: 0.0013 ips: 7.1928 images/s
[08/10 23:40:05] ppdet.engine INFO: Epoch: [10] [32100/54024] learning_rate: 0.000100 loss_class: 0.664082 loss_bbox: 0.103308 loss_giou: 0.458255 loss_class_aux: 4.165786 loss_bbox_aux: 0.697713 loss_giou_aux: 2.848857 loss_class_dn: 0.334196 loss_bbox_dn: 0.101787 loss_giou_dn: 0.343162 loss_class_aux_dn: 1.810969 loss_bbox_aux_dn: 0.610285 loss_giou_aux_dn: 1.977341 loss: 14.592656 eta: 42 days, 10:55:08 batch_cost: 1.0508 data_cost: 0.0013 ips: 7.6133 images/s
[08/10 23:42:24] ppdet.engine INFO: Epoch: [10] [32200/54024] learning_rate: 0.000100 loss_class: 0.688630 loss_bbox: 0.109707 loss_giou: 0.518835 loss_class_aux: 4.321655 loss_bbox_aux: 0.722605 loss_giou_aux: 3.232900 loss_class_dn: 0.354602 loss_bbox_dn: 0.096587 loss_giou_dn: 0.389720 loss_class_aux_dn: 1.907838 loss_bbox_aux_dn: 0.620211 loss_giou_aux_dn: 2.286720 loss: 15.542730 eta: 42 days, 10:58:21 batch_cost: 1.3332 data_cost: 0.0014 ips: 6.0008 images/s
[08/10 23:44:17] ppdet.engine INFO: Epoch: [10] [32300/54024] learning_rate: 0.000100 loss_class: 0.678213 loss_bbox: 0.106047 loss_giou: 0.460795 loss_class_aux: 4.156023 loss_bbox_aux: 0.688671 loss_giou_aux: 2.848730 loss_class_dn: 0.325266 loss_bbox_dn: 0.101031 loss_giou_dn: 0.347072 loss_class_aux_dn: 1.780564 loss_bbox_aux_dn: 0.634818 loss_giou_aux_dn: 1.991328 loss: 14.311080 eta: 42 days, 10:56:04 batch_cost: 1.0857 data_cost: 0.0013 ips: 7.3686 images/s
[08/10 23:46:18] ppdet.engine INFO: Epoch: [10] [32400/54024] learning_rate: 0.000100 loss_class: 0.709886 loss_bbox: 0.105609 loss_giou: 0.500811 loss_class_aux: 4.445299 loss_bbox_aux: 0.699334 loss_giou_aux: 3.109640 loss_class_dn: 0.341194 loss_bbox_dn: 0.100578 loss_giou_dn: 0.377221 loss_class_aux_dn: 1.839148 loss_bbox_aux_dn: 0.625272 loss_giou_aux_dn: 2.160981 loss: 14.843889 eta: 42 days, 10:55:27 batch_cost: 1.1615 data_cost: 0.0013 ips: 6.8876 images/s
[08/10 23:48:25] ppdet.engine INFO: Epoch: [10] [32500/54024] learning_rate: 0.000100 loss_class: 0.693479 loss_bbox: 0.110310 loss_giou: 0.487412 loss_class_aux: 4.297071 loss_bbox_aux: 0.710970 loss_giou_aux: 3.041250 loss_class_dn: 0.345951 loss_bbox_dn: 0.100152 loss_giou_dn: 0.385806 loss_class_aux_dn: 1.871804 loss_bbox_aux_dn: 0.619776 loss_giou_aux_dn: 2.224273 loss: 15.080276 eta: 42 days, 10:56:04 batch_cost: 1.2161 data_cost: 0.0663 ips: 6.5785 images/s
[08/10 23:50:22] ppdet.engine INFO: Epoch: [10] [32600/54024] learning_rate: 0.000100 loss_class: 0.756630 loss_bbox: 0.114995 loss_giou: 0.514115 loss_class_aux: 4.591343 loss_bbox_aux: 0.756759 loss_giou_aux: 3.233387 loss_class_dn: 0.360218 loss_bbox_dn: 0.102526 loss_giou_dn: 0.395228 loss_class_aux_dn: 1.964140 loss_bbox_aux_dn: 0.644412 loss_giou_aux_dn: 2.229785 loss: 15.373801 eta: 42 days, 10:54:25 batch_cost: 1.1147 data_cost: 0.0013 ips: 7.1768 images/s
[08/10 23:52:15] ppdet.engine INFO: Epoch: [10] [32700/54024] learning_rate: 0.000100 loss_class: 0.698685 loss_bbox: 0.106797 loss_giou: 0.496426 loss_class_aux: 4.303995 loss_bbox_aux: 0.698748 loss_giou_aux: 3.077386 loss_class_dn: 0.342406 loss_bbox_dn: 0.102235 loss_giou_dn: 0.379774 loss_class_aux_dn: 1.862564 loss_bbox_aux_dn: 0.630915 loss_giou_aux_dn: 2.177790 loss: 14.938360 eta: 42 days, 10:51:59 batch_cost: 1.0796 data_cost: 0.0021 ips: 7.4104 images/s
[08/10 23:54:12] ppdet.engine INFO: Epoch: [10] [32800/54024] learning_rate: 0.000100 loss_class: 0.686444 loss_bbox: 0.109868 loss_giou: 0.456502 loss_class_aux: 4.226793 loss_bbox_aux: 0.718813 loss_giou_aux: 2.878813 loss_class_dn: 0.339768 loss_bbox_dn: 0.095480 loss_giou_dn: 0.358861 loss_class_aux_dn: 1.785419 loss_bbox_aux_dn: 0.608736 loss_giou_aux_dn: 2.058410 loss: 14.346005 eta: 42 days, 10:50:31 batch_cost: 1.1223 data_cost: 0.0172 ips: 7.1281 images/s
[08/10 23:56:10] ppdet.engine INFO: Epoch: [10] [32900/54024] learning_rate: 0.000100 loss_class: 0.694343 loss_bbox: 0.112016 loss_giou: 0.498335 loss_class_aux: 4.358968 loss_bbox_aux: 0.732366 loss_giou_aux: 3.136314 loss_class_dn: 0.351546 loss_bbox_dn: 0.103150 loss_giou_dn: 0.379294 loss_class_aux_dn: 1.910049 loss_bbox_aux_dn: 0.639513 loss_giou_aux_dn: 2.210361 loss: 15.432281 eta: 42 days, 10:49:19 batch_cost: 1.1350 data_cost: 0.0013 ips: 7.0484 images/s
[08/10 23:58:02] ppdet.engine INFO: Epoch: [10] [33000/54024] learning_rate: 0.000100 loss_class: 0.718262 loss_bbox: 0.109377 loss_giou: 0.512726 loss_class_aux: 4.447043 loss_bbox_aux: 0.725425 loss_giou_aux: 3.149716 loss_class_dn: 0.361507 loss_bbox_dn: 0.104862 loss_giou_dn: 0.379622 loss_class_aux_dn: 1.983667 loss_bbox_aux_dn: 0.645580 loss_giou_aux_dn: 2.189984 loss: 15.169055 eta: 42 days, 10:46:34 batch_cost: 1.0651 data_cost: 0.0014 ips: 7.5110 images/s
[08/10 23:59:53] ppdet.engine INFO: Epoch: [10] [33100/54024] learning_rate: 0.000100 loss_class: 0.695239 loss_bbox: 0.110643 loss_giou: 0.469261 loss_class_aux: 4.388290 loss_bbox_aux: 0.708431 loss_giou_aux: 2.960992 loss_class_dn: 0.346872 loss_bbox_dn: 0.111763 loss_giou_dn: 0.364426 loss_class_aux_dn: 1.880874 loss_bbox_aux_dn: 0.671392 loss_giou_aux_dn: 2.100134 loss: 14.984400 eta: 42 days, 10:43:44 batch_cost: 1.0609 data_cost: 0.0013 ips: 7.5409 images/s
[08/11 00:01:46] ppdet.engine INFO: Epoch: [10] [33200/54024] learning_rate: 0.000100 loss_class: 0.689063 loss_bbox: 0.104589 loss_giou: 0.501913 loss_class_aux: 4.240933 loss_bbox_aux: 0.662761 loss_giou_aux: 3.131595 loss_class_dn: 0.351161 loss_bbox_dn: 0.100201 loss_giou_dn: 0.366445 loss_class_aux_dn: 1.911806 loss_bbox_aux_dn: 0.622001 loss_giou_aux_dn: 2.108725 loss: 15.115148 eta: 42 days, 10:41:06 batch_cost: 1.0701 data_cost: 0.0013 ips: 7.4760 images/s
[08/11 00:03:39] ppdet.engine INFO: Epoch: [10] [33300/54024] learning_rate: 0.000100 loss_class: 0.702818 loss_bbox: 0.105097 loss_giou: 0.503421 loss_class_aux: 4.332783 loss_bbox_aux: 0.691041 loss_giou_aux: 3.090428 loss_class_dn: 0.344300 loss_bbox_dn: 0.104528 loss_giou_dn: 0.379782 loss_class_aux_dn: 1.853679 loss_bbox_aux_dn: 0.648730 loss_giou_aux_dn: 2.157027 loss: 14.876384 eta: 42 days, 10:38:46 batch_cost: 1.0839 data_cost: 0.0022 ips: 7.3808 images/s
[08/11 00:05:34] ppdet.engine INFO: Epoch: [10] [33400/54024] learning_rate: 0.000100 loss_class: 0.681388 loss_bbox: 0.106234 loss_giou: 0.506093 loss_class_aux: 4.268173 loss_bbox_aux: 0.674843 loss_giou_aux: 3.186421 loss_class_dn: 0.353422 loss_bbox_dn: 0.095122 loss_giou_dn: 0.388919 loss_class_aux_dn: 1.902977 loss_bbox_aux_dn: 0.589948 loss_giou_aux_dn: 2.259037 loss: 15.262996 eta: 42 days, 10:36:32 batch_cost: 1.0881 data_cost: 0.0013 ips: 7.3521 images/s
[08/11 00:07:34] ppdet.engine INFO: Epoch: [10] [33500/54024] learning_rate: 0.000100 loss_class: 0.674558 loss_bbox: 0.110198 loss_giou: 0.466026 loss_class_aux: 4.207834 loss_bbox_aux: 0.716405 loss_giou_aux: 2.945762 loss_class_dn: 0.333538 loss_bbox_dn: 0.105630 loss_giou_dn: 0.358779 loss_class_aux_dn: 1.813871 loss_bbox_aux_dn: 0.629427 loss_giou_aux_dn: 2.039961 loss: 14.807917 eta: 42 days, 10:35:45 batch_cost: 1.1540 data_cost: 0.0013 ips: 6.9323 images/s
[08/11 00:09:27] ppdet.engine INFO: Epoch: [10] [33600/54024] learning_rate: 0.000100 loss_class: 0.692146 loss_bbox: 0.105811 loss_giou: 0.514107 loss_class_aux: 4.303436 loss_bbox_aux: 0.670917 loss_giou_aux: 3.164241 loss_class_dn: 0.334723 loss_bbox_dn: 0.100051 loss_giou_dn: 0.372129 loss_class_aux_dn: 1.808503 loss_bbox_aux_dn: 0.618393 loss_giou_aux_dn: 2.101691 loss: 14.810761 eta: 42 days, 10:33:09 batch_cost: 1.0712 data_cost: 0.0013 ips: 7.4682 images/s
[08/11 00:11:18] ppdet.engine INFO: Epoch: [10] [33700/54024] learning_rate: 0.000100 loss_class: 0.663187 loss_bbox: 0.100438 loss_giou: 0.469491 loss_class_aux: 4.133692 loss_bbox_aux: 0.666023 loss_giou_aux: 2.876044 loss_class_dn: 0.337443 loss_bbox_dn: 0.095642 loss_giou_dn: 0.369524 loss_class_aux_dn: 1.827642 loss_bbox_aux_dn: 0.598481 loss_giou_aux_dn: 2.119180 loss: 14.665329 eta: 42 days, 10:30:16 batch_cost: 1.0592 data_cost: 0.0013 ips: 7.5531 images/s
[08/11 00:13:15] ppdet.engine INFO: Epoch: [10] [33800/54024] learning_rate: 0.000100 loss_class: 0.680404 loss_bbox: 0.099676 loss_giou: 0.503031 loss_class_aux: 4.266044 loss_bbox_aux: 0.646653 loss_giou_aux: 3.124519 loss_class_dn: 0.334776 loss_bbox_dn: 0.099525 loss_giou_dn: 0.372518 loss_class_aux_dn: 1.822369 loss_bbox_aux_dn: 0.590966 loss_giou_aux_dn: 2.107638 loss: 14.529072 eta: 42 days, 10:28:37 batch_cost: 1.1147 data_cost: 0.0097 ips: 7.1767 images/s
[08/11 00:15:08] ppdet.engine INFO: Epoch: [10] [33900/54024] learning_rate: 0.000100 loss_class: 0.682948 loss_bbox: 0.111723 loss_giou: 0.478617 loss_class_aux: 4.207832 loss_bbox_aux: 0.717276 loss_giou_aux: 3.033937 loss_class_dn: 0.334577 loss_bbox_dn: 0.100469 loss_giou_dn: 0.361213 loss_class_aux_dn: 1.802059 loss_bbox_aux_dn: 0.628265 loss_giou_aux_dn: 2.095353 loss: 14.792385 eta: 42 days, 10:26:12 batch_cost: 1.0799 data_cost: 0.0074 ips: 7.4080 images/s
[08/11 00:17:26] ppdet.engine INFO: Epoch: [10] [34000/54024] learning_rate: 0.000100 loss_class: 0.703426 loss_bbox: 0.111536 loss_giou: 0.509696 loss_class_aux: 4.311632 loss_bbox_aux: 0.727987 loss_giou_aux: 3.168540 loss_class_dn: 0.347190 loss_bbox_dn: 0.099285 loss_giou_dn: 0.390498 loss_class_aux_dn: 1.899110 loss_bbox_aux_dn: 0.627262 loss_giou_aux_dn: 2.217023 loss: 15.280190 eta: 42 days, 10:29:30 batch_cost: 1.3383 data_cost: 0.0013 ips: 5.9777 images/s
[08/11 00:19:23] ppdet.engine INFO: Epoch: [10] [34100/54024] learning_rate: 0.000100 loss_class: 0.680979 loss_bbox: 0.113043 loss_giou: 0.488686 loss_class_aux: 4.189062 loss_bbox_aux: 0.729868 loss_giou_aux: 2.983104 loss_class_dn: 0.336554 loss_bbox_dn: 0.103608 loss_giou_dn: 0.372386 loss_class_aux_dn: 1.813161 loss_bbox_aux_dn: 0.643332 loss_giou_aux_dn: 2.124436 loss: 14.600002 eta: 42 days, 10:27:53 batch_cost: 1.1164 data_cost: 0.0226 ips: 7.1660 images/s
[08/11 00:21:15] ppdet.engine INFO: Epoch: [10] [34200/54024] learning_rate: 0.000100 loss_class: 0.749534 loss_bbox: 0.109278 loss_giou: 0.516502 loss_class_aux: 4.651596 loss_bbox_aux: 0.701062 loss_giou_aux: 3.197810 loss_class_dn: 0.370495 loss_bbox_dn: 0.102874 loss_giou_dn: 0.392334 loss_class_aux_dn: 1.993919 loss_bbox_aux_dn: 0.614296 loss_giou_aux_dn: 2.244758 loss: 16.054127 eta: 42 days, 10:25:09 batch_cost: 1.0652 data_cost: 0.0013 ips: 7.5104 images/s
[08/11 00:23:06] ppdet.engine INFO: Epoch: [10] [34300/54024] learning_rate: 0.000100 loss_class: 0.680550 loss_bbox: 0.108418 loss_giou: 0.438452 loss_class_aux: 4.212195 loss_bbox_aux: 0.695046 loss_giou_aux: 2.777675 loss_class_dn: 0.332558 loss_bbox_dn: 0.092349 loss_giou_dn: 0.337977 loss_class_aux_dn: 1.813369 loss_bbox_aux_dn: 0.591565 loss_giou_aux_dn: 1.964546 loss: 14.421586 eta: 42 days, 10:22:19 batch_cost: 1.0608 data_cost: 0.0013 ips: 7.5413 images/s
[08/11 00:25:00] ppdet.engine INFO: Epoch: [10] [34400/54024] learning_rate: 0.000100 loss_class: 0.740702 loss_bbox: 0.103216 loss_giou: 0.488202 loss_class_aux: 4.593046 loss_bbox_aux: 0.694644 loss_giou_aux: 3.037562 loss_class_dn: 0.352500 loss_bbox_dn: 0.097400 loss_giou_dn: 0.366816 loss_class_aux_dn: 1.892199 loss_bbox_aux_dn: 0.618841 loss_giou_aux_dn: 2.091656 loss: 15.028194 eta: 42 days, 10:20:12 batch_cost: 1.0937 data_cost: 0.0292 ips: 7.3144 images/s
[08/11 00:26:55] ppdet.engine INFO: Epoch: [10] [34500/54024] learning_rate: 0.000100 loss_class: 0.677823 loss_bbox: 0.102502 loss_giou: 0.519690 loss_class_aux: 4.134762 loss_bbox_aux: 0.668630 loss_giou_aux: 3.255180 loss_class_dn: 0.338470 loss_bbox_dn: 0.096713 loss_giou_dn: 0.376359 loss_class_aux_dn: 1.818525 loss_bbox_aux_dn: 0.602098 loss_giou_aux_dn: 2.157237 loss: 14.938921 eta: 42 days, 10:18:10 batch_cost: 1.0970 data_cost: 0.0013 ips: 7.2929 images/s
[08/11 00:28:54] ppdet.engine INFO: Epoch: [10] [34600/54024] learning_rate: 0.000100 loss_class: 0.700023 loss_bbox: 0.107940 loss_giou: 0.483322 loss_class_aux: 4.337863 loss_bbox_aux: 0.700449 loss_giou_aux: 3.034235 loss_class_dn: 0.346515 loss_bbox_dn: 0.098771 loss_giou_dn: 0.367139 loss_class_aux_dn: 1.868180 loss_bbox_aux_dn: 0.623760 loss_giou_aux_dn: 2.072548 loss: 14.831650 eta: 42 days, 10:17:01 batch_cost: 1.1373 data_cost: 0.0013 ips: 7.0342 images/s
[08/11 00:30:47] ppdet.engine INFO: Epoch: [10] [34700/54024] learning_rate: 0.000100 loss_class: 0.725055 loss_bbox: 0.116195 loss_giou: 0.484944 loss_class_aux: 4.513227 loss_bbox_aux: 0.764540 loss_giou_aux: 3.057763 loss_class_dn: 0.358882 loss_bbox_dn: 0.106030 loss_giou_dn: 0.381974 loss_class_aux_dn: 1.911695 loss_bbox_aux_dn: 0.676466 loss_giou_aux_dn: 2.182976 loss: 16.037161 eta: 42 days, 10:14:42 batch_cost: 1.0847 data_cost: 0.0014 ips: 7.3752 images/s
[08/11 00:32:46] ppdet.engine INFO: Epoch: [10] [34800/54024] learning_rate: 0.000100 loss_class: 0.657270 loss_bbox: 0.108124 loss_giou: 0.510107 loss_class_aux: 4.183546 loss_bbox_aux: 0.694336 loss_giou_aux: 3.157593 loss_class_dn: 0.351824 loss_bbox_dn: 0.092023 loss_giou_dn: 0.369330 loss_class_aux_dn: 1.890156 loss_bbox_aux_dn: 0.592761 loss_giou_aux_dn: 2.137548 loss: 15.650252 eta: 42 days, 10:13:34 batch_cost: 1.1382 data_cost: 0.0013 ips: 7.0287 images/s
[08/11 00:34:38] ppdet.engine INFO: Epoch: [10] [34900/54024] learning_rate: 0.000100 loss_class: 0.694245 loss_bbox: 0.106592 loss_giou: 0.494716 loss_class_aux: 4.265473 loss_bbox_aux: 0.698792 loss_giou_aux: 3.068195 loss_class_dn: 0.347228 loss_bbox_dn: 0.096750 loss_giou_dn: 0.373941 loss_class_aux_dn: 1.874917 loss_bbox_aux_dn: 0.610860 loss_giou_aux_dn: 2.158133 loss: 14.959745 eta: 42 days, 10:10:56 batch_cost: 1.0699 data_cost: 0.0013 ips: 7.4774 images/s
[08/11 00:36:38] ppdet.engine INFO: Epoch: [10] [35000/54024] learning_rate: 0.000100 loss_class: 0.701958 loss_bbox: 0.106067 loss_giou: 0.497168 loss_class_aux: 4.367376 loss_bbox_aux: 0.690801 loss_giou_aux: 3.125357 loss_class_dn: 0.351799 loss_bbox_dn: 0.091635 loss_giou_dn: 0.384181 loss_class_aux_dn: 1.887309 loss_bbox_aux_dn: 0.587254 loss_giou_aux_dn: 2.206307 loss: 15.025486 eta: 42 days, 10:09:59 batch_cost: 1.1465 data_cost: 0.0013 ips: 6.9780 images/s
[08/11 00:38:34] ppdet.engine INFO: Epoch: [10] [35100/54024] learning_rate: 0.000100 loss_class: 0.645259 loss_bbox: 0.108353 loss_giou: 0.425907 loss_class_aux: 4.005377 loss_bbox_aux: 0.689800 loss_giou_aux: 2.695100 loss_class_dn: 0.318932 loss_bbox_dn: 0.101361 loss_giou_dn: 0.335753 loss_class_aux_dn: 1.728377 loss_bbox_aux_dn: 0.624785 loss_giou_aux_dn: 1.918135 loss: 13.771902 eta: 42 days, 10:08:08 batch_cost: 1.1056 data_cost: 0.0013 ips: 7.2358 images/s
[08/11 00:40:26] ppdet.engine INFO: Epoch: [10] [35200/54024] learning_rate: 0.000100 loss_class: 0.700231 loss_bbox: 0.106994 loss_giou: 0.491389 loss_class_aux: 4.331064 loss_bbox_aux: 0.723416 loss_giou_aux: 3.066453 loss_class_dn: 0.340682 loss_bbox_dn: 0.102734 loss_giou_dn: 0.368018 loss_class_aux_dn: 1.836441 loss_bbox_aux_dn: 0.634344 loss_giou_aux_dn: 2.135294 loss: 14.611505 eta: 42 days, 10:05:21 batch_cost: 1.0633 data_cost: 0.0013 ips: 7.5236 images/s
[08/11 00:42:20] ppdet.engine INFO: Epoch: [10] [35300/54024] learning_rate: 0.000100 loss_class: 0.679226 loss_bbox: 0.107078 loss_giou: 0.457728 loss_class_aux: 4.102313 loss_bbox_aux: 0.694775 loss_giou_aux: 2.872233 loss_class_dn: 0.318031 loss_bbox_dn: 0.093127 loss_giou_dn: 0.355617 loss_class_aux_dn: 1.692204 loss_bbox_aux_dn: 0.588363 loss_giou_aux_dn: 2.040868 loss: 14.034276 eta: 42 days, 10:03:17 batch_cost: 1.0957 data_cost: 0.0013 ips: 7.3014 images/s
[08/11 00:44:14] ppdet.engine INFO: Epoch: [10] [35400/54024] learning_rate: 0.000100 loss_class: 0.694925 loss_bbox: 0.111905 loss_giou: 0.498677 loss_class_aux: 4.341477 loss_bbox_aux: 0.715291 loss_giou_aux: 3.089140 loss_class_dn: 0.357401 loss_bbox_dn: 0.104834 loss_giou_dn: 0.387035 loss_class_aux_dn: 1.926585 loss_bbox_aux_dn: 0.641948 loss_giou_aux_dn: 2.204270 loss: 15.585720 eta: 42 days, 10:00:59 batch_cost: 1.0844 data_cost: 0.0014 ips: 7.3774 images/s
[08/11 00:46:06] ppdet.engine INFO: Epoch: [10] [35500/54024] learning_rate: 0.000100 loss_class: 0.633472 loss_bbox: 0.104708 loss_giou: 0.438972 loss_class_aux: 3.861978 loss_bbox_aux: 0.682148 loss_giou_aux: 2.726295 loss_class_dn: 0.309867 loss_bbox_dn: 0.099461 loss_giou_dn: 0.332626 loss_class_aux_dn: 1.708160 loss_bbox_aux_dn: 0.610670 loss_giou_aux_dn: 1.912414 loss: 13.874553 eta: 42 days, 9:58:17 batch_cost: 1.0673 data_cost: 0.0013 ips: 7.4955 images/s
[08/11 00:47:57] ppdet.engine INFO: Epoch: [10] [35600/54024] learning_rate: 0.000100 loss_class: 0.699368 loss_bbox: 0.102428 loss_giou: 0.519515 loss_class_aux: 4.364761 loss_bbox_aux: 0.693063 loss_giou_aux: 3.266742 loss_class_dn: 0.346806 loss_bbox_dn: 0.090522 loss_giou_dn: 0.389380 loss_class_aux_dn: 1.870034 loss_bbox_aux_dn: 0.571838 loss_giou_aux_dn: 2.200269 loss: 15.020947 eta: 42 days, 9:55:27 batch_cost: 1.0605 data_cost: 0.0014 ips: 7.5439 images/s
[08/11 00:49:48] ppdet.engine INFO: Epoch: [10] [35700/54024] learning_rate: 0.000100 loss_class: 0.667994 loss_bbox: 0.112882 loss_giou: 0.521552 loss_class_aux: 4.209717 loss_bbox_aux: 0.729246 loss_giou_aux: 3.253014 loss_class_dn: 0.348167 loss_bbox_dn: 0.094328 loss_giou_dn: 0.383907 loss_class_aux_dn: 1.910625 loss_bbox_aux_dn: 0.581215 loss_giou_aux_dn: 2.208373 loss: 14.990493 eta: 42 days, 9:52:31 batch_cost: 1.0559 data_cost: 0.0013 ips: 7.5766 images/s
[08/11 00:51:37] ppdet.engine INFO: Epoch: [10] [35800/54024] learning_rate: 0.000100 loss_class: 0.697281 loss_bbox: 0.105388 loss_giou: 0.518748 loss_class_aux: 4.345965 loss_bbox_aux: 0.680950 loss_giou_aux: 3.246739 loss_class_dn: 0.356506 loss_bbox_dn: 0.095977 loss_giou_dn: 0.392629 loss_class_aux_dn: 1.887942 loss_bbox_aux_dn: 0.579290 loss_giou_aux_dn: 2.225659 loss: 15.702493 eta: 42 days, 9:49:17 batch_cost: 1.0423 data_cost: 0.0013 ips: 7.6756 images/s
[08/11 00:53:33] ppdet.engine INFO: Epoch: [10] [35900/54024] learning_rate: 0.000100 loss_class: 0.703368 loss_bbox: 0.102642 loss_giou: 0.491261 loss_class_aux: 4.280301 loss_bbox_aux: 0.675038 loss_giou_aux: 3.042328 loss_class_dn: 0.351725 loss_bbox_dn: 0.097036 loss_giou_dn: 0.369206 loss_class_aux_dn: 1.903256 loss_bbox_aux_dn: 0.589514 loss_giou_aux_dn: 2.086506 loss: 14.747877 eta: 42 days, 9:47:24 batch_cost: 1.1046 data_cost: 0.0014 ips: 7.2425 images/s
[08/11 00:55:32] ppdet.engine INFO: Epoch: [10] [36000/54024] learning_rate: 0.000100 loss_class: 0.668586 loss_bbox: 0.114168 loss_giou: 0.476900 loss_class_aux: 4.120428 loss_bbox_aux: 0.764751 loss_giou_aux: 3.018130 loss_class_dn: 0.337145 loss_bbox_dn: 0.098565 loss_giou_dn: 0.362204 loss_class_aux_dn: 1.794700 loss_bbox_aux_dn: 0.611691 loss_giou_aux_dn: 2.068746 loss: 14.719874 eta: 42 days, 9:46:18 batch_cost: 1.1393 data_cost: 0.0013 ips: 7.0221 images/s
[08/11 00:57:29] ppdet.engine INFO: Epoch: [10] [36100/54024] learning_rate: 0.000100 loss_class: 0.702243 loss_bbox: 0.110819 loss_giou: 0.449409 loss_class_aux: 4.322722 loss_bbox_aux: 0.724958 loss_giou_aux: 2.796880 loss_class_dn: 0.337035 loss_bbox_dn: 0.101139 loss_giou_dn: 0.347567 loss_class_aux_dn: 1.829537 loss_bbox_aux_dn: 0.628429 loss_giou_aux_dn: 2.021085 loss: 15.292663 eta: 42 days, 9:44:43 batch_cost: 1.1178 data_cost: 0.0013 ips: 7.1567 images/s
[08/11 00:59:26] ppdet.engine INFO: Epoch: [10] [36200/54024] learning_rate: 0.000100 loss_class: 0.662853 loss_bbox: 0.101792 loss_giou: 0.512555 loss_class_aux: 4.185228 loss_bbox_aux: 0.683112 loss_giou_aux: 3.262282 loss_class_dn: 0.344142 loss_bbox_dn: 0.088380 loss_giou_dn: 0.378151 loss_class_aux_dn: 1.858910 loss_bbox_aux_dn: 0.555302 loss_giou_aux_dn: 2.181786 loss: 14.793989 eta: 42 days, 9:43:14 batch_cost: 1.1219 data_cost: 0.0133 ips: 7.1308 images/s
[08/11 01:01:26] ppdet.engine INFO: Epoch: [10] [36300/54024] learning_rate: 0.000100 loss_class: 0.666980 loss_bbox: 0.100801 loss_giou: 0.468849 loss_class_aux: 4.156645 loss_bbox_aux: 0.657960 loss_giou_aux: 2.860694 loss_class_dn: 0.313934 loss_bbox_dn: 0.090474 loss_giou_dn: 0.349083 loss_class_aux_dn: 1.718874 loss_bbox_aux_dn: 0.581735 loss_giou_aux_dn: 1.976718 loss: 13.926559 eta: 42 days, 9:42:23 batch_cost: 1.1515 data_cost: 0.0014 ips: 6.9472 images/s
[08/11 01:03:20] ppdet.engine INFO: Epoch: [10] [36400/54024] learning_rate: 0.000100 loss_class: 0.658585 loss_bbox: 0.100902 loss_giou: 0.460132 loss_class_aux: 4.115319 loss_bbox_aux: 0.663934 loss_giou_aux: 2.838263 loss_class_dn: 0.317322 loss_bbox_dn: 0.101450 loss_giou_dn: 0.345915 loss_class_aux_dn: 1.742860 loss_bbox_aux_dn: 0.604855 loss_giou_aux_dn: 1.988400 loss: 14.082784 eta: 42 days, 9:40:00 batch_cost: 1.0810 data_cost: 0.0013 ips: 7.4007 images/s
[08/11 01:05:12] ppdet.engine INFO: Epoch: [10] [36500/54024] learning_rate: 0.000100 loss_class: 0.684482 loss_bbox: 0.107690 loss_giou: 0.515391 loss_class_aux: 4.223313 loss_bbox_aux: 0.692890 loss_giou_aux: 3.156405 loss_class_dn: 0.352027 loss_bbox_dn: 0.098649 loss_giou_dn: 0.393065 loss_class_aux_dn: 1.906962 loss_bbox_aux_dn: 0.609747 loss_giou_aux_dn: 2.269168 loss: 15.537465 eta: 42 days, 9:37:23 batch_cost: 1.0707 data_cost: 0.0013 ips: 7.4717 images/s
[08/11 01:07:08] ppdet.engine INFO: Epoch: [10] [36600/54024] learning_rate: 0.000100 loss_class: 0.656909 loss_bbox: 0.102394 loss_giou: 0.436899 loss_class_aux: 4.086382 loss_bbox_aux: 0.644963 loss_giou_aux: 2.719049 loss_class_dn: 0.306382 loss_bbox_dn: 0.089621 loss_giou_dn: 0.324067 loss_class_aux_dn: 1.656663 loss_bbox_aux_dn: 0.569061 loss_giou_aux_dn: 1.856080 loss: 13.576302 eta: 42 days, 9:35:35 batch_cost: 1.1074 data_cost: 0.0013 ips: 7.2242 images/s
[08/11 01:09:01] ppdet.engine INFO: Epoch: [10] [36700/54024] learning_rate: 0.000100 loss_class: 0.677413 loss_bbox: 0.107257 loss_giou: 0.452101 loss_class_aux: 4.085144 loss_bbox_aux: 0.699524 loss_giou_aux: 2.853028 loss_class_dn: 0.328381 loss_bbox_dn: 0.105847 loss_giou_dn: 0.346651 loss_class_aux_dn: 1.763207 loss_bbox_aux_dn: 0.626532 loss_giou_aux_dn: 2.031817 loss: 14.257542 eta: 42 days, 9:33:12 batch_cost: 1.0813 data_cost: 0.0013 ips: 7.3986 images/s
[08/11 01:10:57] ppdet.engine INFO: Epoch: [10] [36800/54024] learning_rate: 0.000100 loss_class: 0.685978 loss_bbox: 0.106786 loss_giou: 0.475419 loss_class_aux: 4.305123 loss_bbox_aux: 0.687908 loss_giou_aux: 2.967754 loss_class_dn: 0.336752 loss_bbox_dn: 0.095302 loss_giou_dn: 0.356855 loss_class_aux_dn: 1.817792 loss_bbox_aux_dn: 0.604422 loss_giou_aux_dn: 2.023289 loss: 14.896169 eta: 42 days, 9:31:23 batch_cost: 1.1068 data_cost: 0.0014 ips: 7.2279 images/s
[08/11 01:12:51] ppdet.engine INFO: Epoch: [10] [36900/54024] learning_rate: 0.000100 loss_class: 0.725187 loss_bbox: 0.118850 loss_giou: 0.488833 loss_class_aux: 4.474118 loss_bbox_aux: 0.778854 loss_giou_aux: 3.073509 loss_class_dn: 0.341999 loss_bbox_dn: 0.108957 loss_giou_dn: 0.371737 loss_class_aux_dn: 1.843965 loss_bbox_aux_dn: 0.680404 loss_giou_aux_dn: 2.143175 loss: 15.077771 eta: 42 days, 9:29:09 batch_cost: 1.0875 data_cost: 0.0013 ips: 7.3565 images/s
[08/11 01:14:52] ppdet.engine INFO: Epoch: [10] [37000/54024] learning_rate: 0.000100 loss_class: 0.672071 loss_bbox: 0.106130 loss_giou: 0.473144 loss_class_aux: 4.114825 loss_bbox_aux: 0.695094 loss_giou_aux: 2.976613 loss_class_dn: 0.331186 loss_bbox_dn: 0.096021 loss_giou_dn: 0.349119 loss_class_aux_dn: 1.803953 loss_bbox_aux_dn: 0.594770 loss_giou_aux_dn: 2.032136 loss: 14.256514 eta: 42 days, 9:28:29 batch_cost: 1.1599 data_cost: 0.0013 ips: 6.8972 images/s
[08/11 01:16:48] ppdet.engine INFO: Epoch: [10] [37100/54024] learning_rate: 0.000100 loss_class: 0.686209 loss_bbox: 0.102671 loss_giou: 0.458867 loss_class_aux: 4.163969 loss_bbox_aux: 0.704995 loss_giou_aux: 2.873148 loss_class_dn: 0.330492 loss_bbox_dn: 0.094400 loss_giou_dn: 0.343644 loss_class_aux_dn: 1.797377 loss_bbox_aux_dn: 0.597486 loss_giou_aux_dn: 1.961384 loss: 14.178552 eta: 42 days, 9:26:43 batch_cost: 1.1093 data_cost: 0.0014 ips: 7.2117 images/s
[08/11 01:18:49] ppdet.engine INFO: Epoch: [10] [37200/54024] learning_rate: 0.000100 loss_class: 0.629830 loss_bbox: 0.099820 loss_giou: 0.484554 loss_class_aux: 3.934053 loss_bbox_aux: 0.660938 loss_giou_aux: 3.028224 loss_class_dn: 0.306750 loss_bbox_dn: 0.091164 loss_giou_dn: 0.350568 loss_class_aux_dn: 1.663918 loss_bbox_aux_dn: 0.561713 loss_giou_aux_dn: 2.011284 loss: 13.921886 eta: 42 days, 9:25:54 batch_cost: 1.1533 data_cost: 0.0569 ips: 6.9365 images/s
[08/11 01:20:57] ppdet.engine INFO: Epoch: [10] [37300/54024] learning_rate: 0.000100 loss_class: 0.684383 loss_bbox: 0.106075 loss_giou: 0.511725 loss_class_aux: 4.224501 loss_bbox_aux: 0.687753 loss_giou_aux: 3.176427 loss_class_dn: 0.356858 loss_bbox_dn: 0.098002 loss_giou_dn: 0.401659 loss_class_aux_dn: 1.901226 loss_bbox_aux_dn: 0.597637 loss_giou_aux_dn: 2.268417 loss: 15.540309 eta: 42 days, 9:26:52 batch_cost: 1.2345 data_cost: 0.0013 ips: 6.4804 images/s
[08/11 01:22:53] ppdet.engine INFO: Epoch: [10] [37400/54024] learning_rate: 0.000100 loss_class: 0.689344 loss_bbox: 0.110797 loss_giou: 0.453859 loss_class_aux: 4.323704 loss_bbox_aux: 0.726931 loss_giou_aux: 2.830186 loss_class_dn: 0.339795 loss_bbox_dn: 0.106264 loss_giou_dn: 0.349662 loss_class_aux_dn: 1.876300 loss_bbox_aux_dn: 0.651371 loss_giou_aux_dn: 2.008599 loss: 14.445869 eta: 42 days, 9:25:02 batch_cost: 1.1064 data_cost: 0.0013 ips: 7.2307 images/s
[08/11 01:24:47] ppdet.engine INFO: Epoch: [10] [37500/54024] learning_rate: 0.000100 loss_class: 0.691866 loss_bbox: 0.105935 loss_giou: 0.520564 loss_class_aux: 4.262792 loss_bbox_aux: 0.718032 loss_giou_aux: 3.256166 loss_class_dn: 0.342011 loss_bbox_dn: 0.103696 loss_giou_dn: 0.375888 loss_class_aux_dn: 1.851415 loss_bbox_aux_dn: 0.638690 loss_giou_aux_dn: 2.183484 loss: 14.962033 eta: 42 days, 9:22:46 batch_cost: 1.0859 data_cost: 0.0013 ips: 7.3669 images/s
[08/11 01:26:46] ppdet.engine INFO: Epoch: [10] [37600/54024] learning_rate: 0.000100 loss_class: 0.716796 loss_bbox: 0.110845 loss_giou: 0.475673 loss_class_aux: 4.498836 loss_bbox_aux: 0.738545 loss_giou_aux: 2.949170 loss_class_dn: 0.358870 loss_bbox_dn: 0.116219 loss_giou_dn: 0.374166 loss_class_aux_dn: 1.910344 loss_bbox_aux_dn: 0.698382 loss_giou_aux_dn: 2.141907 loss: 15.352786 eta: 42 days, 9:21:39 batch_cost: 1.1399 data_cost: 0.0292 ips: 7.0181 images/s
[08/11 01:28:40] ppdet.engine INFO: Epoch: [10] [37700/54024] learning_rate: 0.000100 loss_class: 0.674932 loss_bbox: 0.107276 loss_giou: 0.493284 loss_class_aux: 4.226764 loss_bbox_aux: 0.714280 loss_giou_aux: 3.106897 loss_class_dn: 0.353848 loss_bbox_dn: 0.092359 loss_giou_dn: 0.389527 loss_class_aux_dn: 1.923569 loss_bbox_aux_dn: 0.599381 loss_giou_aux_dn: 2.198949 loss: 15.726644 eta: 42 days, 9:19:21 batch_cost: 1.0845 data_cost: 0.0020 ips: 7.3769 images/s
[08/11 01:30:35] ppdet.engine INFO: Epoch: [10] [37800/54024] learning_rate: 0.000100 loss_class: 0.668191 loss_bbox: 0.108792 loss_giou: 0.470750 loss_class_aux: 4.150441 loss_bbox_aux: 0.691784 loss_giou_aux: 2.968464 loss_class_dn: 0.335203 loss_bbox_dn: 0.094870 loss_giou_dn: 0.367854 loss_class_aux_dn: 1.825493 loss_bbox_aux_dn: 0.598898 loss_giou_aux_dn: 2.158838 loss: 14.366832 eta: 42 days, 9:17:20 batch_cost: 1.0981 data_cost: 0.0298 ips: 7.2856 images/s
[08/11 01:32:29] ppdet.engine INFO: Epoch: [10] [37900/54024] learning_rate: 0.000100 loss_class: 0.726576 loss_bbox: 0.110149 loss_giou: 0.461340 loss_class_aux: 4.486492 loss_bbox_aux: 0.741719 loss_giou_aux: 2.882550 loss_class_dn: 0.341017 loss_bbox_dn: 0.107756 loss_giou_dn: 0.349521 loss_class_aux_dn: 1.850251 loss_bbox_aux_dn: 0.677487 loss_giou_aux_dn: 2.008780 loss: 15.239321 eta: 42 days, 9:14:53 batch_cost: 1.0782 data_cost: 0.0013 ips: 7.4198 images/s
[08/11 01:33:19] 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.
[08/11 01:33:19] 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.
[08/11 01:34:20] ppdet.engine INFO: Epoch: [10] [38000/54024] learning_rate: 0.000100 loss_class: 0.659985 loss_bbox: 0.103558 loss_giou: 0.551720 loss_class_aux: 4.080407 loss_bbox_aux: 0.684126 loss_giou_aux: 3.420602 loss_class_dn: 0.344375 loss_bbox_dn: 0.096343 loss_giou_dn: 0.393358 loss_class_aux_dn: 1.849571 loss_bbox_aux_dn: 0.582474 loss_giou_aux_dn: 2.216271 loss: 14.942222 eta: 42 days, 9:12:12 batch_cost: 1.0671 data_cost: 0.0013 ips: 7.4972 images/s
[08/11 01:36:25] ppdet.engine INFO: Epoch: [10] [38100/54024] learning_rate: 0.000100 loss_class: 0.666867 loss_bbox: 0.109454 loss_giou: 0.485354 loss_class_aux: 4.161549 loss_bbox_aux: 0.702666 loss_giou_aux: 3.002071 loss_class_dn: 0.333006 loss_bbox_dn: 0.097435 loss_giou_dn: 0.363015 loss_class_aux_dn: 1.851529 loss_bbox_aux_dn: 0.617904 loss_giou_aux_dn: 2.097462 loss: 14.502821 eta: 42 days, 9:12:23 batch_cost: 1.1992 data_cost: 0.0977 ips: 6.6709 images/s
[08/11 01:38:18] ppdet.engine INFO: Epoch: [10] [38200/54024] learning_rate: 0.000100 loss_class: 0.688717 loss_bbox: 0.104440 loss_giou: 0.463297 loss_class_aux: 4.253715 loss_bbox_aux: 0.683232 loss_giou_aux: 2.880899 loss_class_dn: 0.342127 loss_bbox_dn: 0.097913 loss_giou_dn: 0.360846 loss_class_aux_dn: 1.845898 loss_bbox_aux_dn: 0.588147 loss_giou_aux_dn: 2.094476 loss: 14.823040 eta: 42 days, 9:09:52 batch_cost: 1.0743 data_cost: 0.0014 ips: 7.4467 images/s
[08/11 01:40:09] ppdet.engine INFO: Epoch: [10] [38300/54024] learning_rate: 0.000100 loss_class: 0.686449 loss_bbox: 0.102500 loss_giou: 0.436794 loss_class_aux: 4.298666 loss_bbox_aux: 0.689699 loss_giou_aux: 2.760861 loss_class_dn: 0.331010 loss_bbox_dn: 0.093868 loss_giou_dn: 0.339351 loss_class_aux_dn: 1.827760 loss_bbox_aux_dn: 0.573394 loss_giou_aux_dn: 1.963658 loss: 13.869089 eta: 42 days, 9:07:09 batch_cost: 1.0660 data_cost: 0.0014 ips: 7.5045 images/s
[08/11 01:42:01] ppdet.engine INFO: Epoch: [10] [38400/54024] learning_rate: 0.000100 loss_class: 0.722466 loss_bbox: 0.111069 loss_giou: 0.484559 loss_class_aux: 4.513368 loss_bbox_aux: 0.725914 loss_giou_aux: 3.032956 loss_class_dn: 0.355689 loss_bbox_dn: 0.102356 loss_giou_dn: 0.366507 loss_class_aux_dn: 1.940060 loss_bbox_aux_dn: 0.632642 loss_giou_aux_dn: 2.112591 loss: 15.409951 eta: 42 days, 9:04:31 batch_cost: 1.0690 data_cost: 0.0013 ips: 7.4833 images/s
[08/11 01:43:59] ppdet.engine INFO: Epoch: [10] [38500/54024] learning_rate: 0.000100 loss_class: 0.676525 loss_bbox: 0.107773 loss_giou: 0.541187 loss_class_aux: 4.271807 loss_bbox_aux: 0.691200 loss_giou_aux: 3.330186 loss_class_dn: 0.358963 loss_bbox_dn: 0.099011 loss_giou_dn: 0.396582 loss_class_aux_dn: 1.945932 loss_bbox_aux_dn: 0.619326 loss_giou_aux_dn: 2.263407 loss: 15.467555 eta: 42 days, 9:03:00 batch_cost: 1.1206 data_cost: 0.0014 ips: 7.1391 images/s
[08/11 01:46:01] ppdet.engine INFO: Epoch: [10] [38600/54024] learning_rate: 0.000100 loss_class: 0.660571 loss_bbox: 0.101984 loss_giou: 0.439512 loss_class_aux: 4.081073 loss_bbox_aux: 0.692568 loss_giou_aux: 2.752715 loss_class_dn: 0.325047 loss_bbox_dn: 0.103504 loss_giou_dn: 0.344457 loss_class_aux_dn: 1.779261 loss_bbox_aux_dn: 0.617310 loss_giou_aux_dn: 1.962562 loss: 14.069976 eta: 42 days, 9:02:33 batch_cost: 1.1705 data_cost: 0.0218 ips: 6.8345 images/s
[08/11 01:47:52] ppdet.engine INFO: Epoch: [10] [38700/54024] learning_rate: 0.000100 loss_class: 0.726527 loss_bbox: 0.109695 loss_giou: 0.529624 loss_class_aux: 4.537057 loss_bbox_aux: 0.693261 loss_giou_aux: 3.300900 loss_class_dn: 0.358831 loss_bbox_dn: 0.099537 loss_giou_dn: 0.389057 loss_class_aux_dn: 1.924788 loss_bbox_aux_dn: 0.607241 loss_giou_aux_dn: 2.227777 loss: 15.697663 eta: 42 days, 8:59:33 batch_cost: 1.0527 data_cost: 0.0013 ips: 7.5992 images/s
[08/11 01:49:47] ppdet.engine INFO: Epoch: [10] [38800/54024] learning_rate: 0.000100 loss_class: 0.702485 loss_bbox: 0.115306 loss_giou: 0.507331 loss_class_aux: 4.399909 loss_bbox_aux: 0.759910 loss_giou_aux: 3.169240 loss_class_dn: 0.347647 loss_bbox_dn: 0.105024 loss_giou_dn: 0.380442 loss_class_aux_dn: 1.875552 loss_bbox_aux_dn: 0.667804 loss_giou_aux_dn: 2.186169 loss: 15.271625 eta: 42 days, 8:57:34 batch_cost: 1.0990 data_cost: 0.0013 ips: 7.2794 images/s
[08/11 01:52:00] ppdet.engine INFO: Epoch: [10] [38900/54024] learning_rate: 0.000100 loss_class: 0.672698 loss_bbox: 0.104646 loss_giou: 0.498959 loss_class_aux: 4.086025 loss_bbox_aux: 0.685230 loss_giou_aux: 3.101720 loss_class_dn: 0.346109 loss_bbox_dn: 0.092596 loss_giou_dn: 0.371237 loss_class_aux_dn: 1.865923 loss_bbox_aux_dn: 0.566192 loss_giou_aux_dn: 2.118969 loss: 14.925901 eta: 42 days, 8:59:32 batch_cost: 1.2821 data_cost: 0.0013 ips: 6.2398 images/s
[08/11 01:53:52] ppdet.engine INFO: Epoch: [10] [39000/54024] learning_rate: 0.000100 loss_class: 0.726865 loss_bbox: 0.104468 loss_giou: 0.515728 loss_class_aux: 4.399544 loss_bbox_aux: 0.698139 loss_giou_aux: 3.169963 loss_class_dn: 0.362501 loss_bbox_dn: 0.099315 loss_giou_dn: 0.396331 loss_class_aux_dn: 1.981565 loss_bbox_aux_dn: 0.610381 loss_giou_aux_dn: 2.266108 loss: 15.919976 eta: 42 days, 8:56:59 batch_cost: 1.0729 data_cost: 0.0014 ips: 7.4562 images/s
[08/11 01:55:52] ppdet.engine INFO: Epoch: [10] [39100/54024] learning_rate: 0.000100 loss_class: 0.676952 loss_bbox: 0.107914 loss_giou: 0.459252 loss_class_aux: 4.278518 loss_bbox_aux: 0.712068 loss_giou_aux: 2.841568 loss_class_dn: 0.326045 loss_bbox_dn: 0.103896 loss_giou_dn: 0.361228 loss_class_aux_dn: 1.775501 loss_bbox_aux_dn: 0.628683 loss_giou_aux_dn: 2.044494 loss: 14.257706 eta: 42 days, 8:56:03 batch_cost: 1.1480 data_cost: 0.0401 ips: 6.9688 images/s
[08/11 01:57:48] ppdet.engine INFO: Epoch: [10] [39200/54024] learning_rate: 0.000100 loss_class: 0.708966 loss_bbox: 0.108658 loss_giou: 0.492519 loss_class_aux: 4.427509 loss_bbox_aux: 0.718417 loss_giou_aux: 3.083893 loss_class_dn: 0.341837 loss_bbox_dn: 0.100202 loss_giou_dn: 0.372267 loss_class_aux_dn: 1.859120 loss_bbox_aux_dn: 0.606825 loss_giou_aux_dn: 2.125795 loss: 15.000429 eta: 42 days, 8:54:10 batch_cost: 1.1040 data_cost: 0.0014 ips: 7.2466 images/s
[08/11 01:59:40] ppdet.engine INFO: Epoch: [10] [39300/54024] learning_rate: 0.000100 loss_class: 0.700651 loss_bbox: 0.114632 loss_giou: 0.461656 loss_class_aux: 4.310354 loss_bbox_aux: 0.721929 loss_giou_aux: 2.848819 loss_class_dn: 0.327139 loss_bbox_dn: 0.102723 loss_giou_dn: 0.350625 loss_class_aux_dn: 1.754385 loss_bbox_aux_dn: 0.641657 loss_giou_aux_dn: 2.007601 loss: 14.162365 eta: 42 days, 8:51:28 batch_cost: 1.0667 data_cost: 0.0013 ips: 7.4995 images/s
[08/11 02:01:30] ppdet.engine INFO: Epoch: [10] [39400/54024] learning_rate: 0.000100 loss_class: 0.721322 loss_bbox: 0.112054 loss_giou: 0.537742 loss_class_aux: 4.455900 loss_bbox_aux: 0.712436 loss_giou_aux: 3.333866 loss_class_dn: 0.358535 loss_bbox_dn: 0.104946 loss_giou_dn: 0.387536 loss_class_aux_dn: 1.968777 loss_bbox_aux_dn: 0.652703 loss_giou_aux_dn: 2.220736 loss: 15.591710 eta: 42 days, 8:48:28 batch_cost: 1.0520 data_cost: 0.0013 ips: 7.6044 images/s
[08/11 02:03:26] ppdet.engine INFO: Epoch: [10] [39500/54024] learning_rate: 0.000100 loss_class: 0.670588 loss_bbox: 0.105133 loss_giou: 0.493512 loss_class_aux: 4.140883 loss_bbox_aux: 0.693337 loss_giou_aux: 3.116177 loss_class_dn: 0.347631 loss_bbox_dn: 0.093786 loss_giou_dn: 0.372277 loss_class_aux_dn: 1.858860 loss_bbox_aux_dn: 0.594959 loss_giou_aux_dn: 2.138819 loss: 14.979290 eta: 42 days, 8:46:33 batch_cost: 1.1024 data_cost: 0.0013 ips: 7.2571 images/s
[08/11 02:05:34] ppdet.engine INFO: Epoch: [10] [39600/54024] learning_rate: 0.000100 loss_class: 0.670429 loss_bbox: 0.108833 loss_giou: 0.448549 loss_class_aux: 4.208750 loss_bbox_aux: 0.703857 loss_giou_aux: 2.846367 loss_class_dn: 0.334027 loss_bbox_dn: 0.098462 loss_giou_dn: 0.361992 loss_class_aux_dn: 1.833053 loss_bbox_aux_dn: 0.616264 loss_giou_aux_dn: 2.056513 loss: 14.252690 eta: 42 days, 8:47:18 batch_cost: 1.2259 data_cost: 0.0014 ips: 6.5258 images/s
[08/11 02:07:26] ppdet.engine INFO: Epoch: [10] [39700/54024] learning_rate: 0.000100 loss_class: 0.692099 loss_bbox: 0.108790 loss_giou: 0.498454 loss_class_aux: 4.368361 loss_bbox_aux: 0.693737 loss_giou_aux: 3.083563 loss_class_dn: 0.348592 loss_bbox_dn: 0.098898 loss_giou_dn: 0.377602 loss_class_aux_dn: 1.886218 loss_bbox_aux_dn: 0.618262 loss_giou_aux_dn: 2.173706 loss: 14.813688 eta: 42 days, 8:44:38 batch_cost: 1.0678 data_cost: 0.0025 ips: 7.4919 images/s
[08/11 02:09:18] ppdet.engine INFO: Epoch: [10] [39800/54024] learning_rate: 0.000100 loss_class: 0.702895 loss_bbox: 0.107505 loss_giou: 0.482795 loss_class_aux: 4.393500 loss_bbox_aux: 0.711539 loss_giou_aux: 2.995302 loss_class_dn: 0.352408 loss_bbox_dn: 0.097652 loss_giou_dn: 0.382142 loss_class_aux_dn: 1.898057 loss_bbox_aux_dn: 0.620337 loss_giou_aux_dn: 2.185401 loss: 15.089159 eta: 42 days, 8:42:00 batch_cost: 1.0697 data_cost: 0.0013 ips: 7.4789 images/s
[08/11 02:11:20] ppdet.engine INFO: Epoch: [10] [39900/54024] learning_rate: 0.000100 loss_class: 0.686674 loss_bbox: 0.111469 loss_giou: 0.464167 loss_class_aux: 4.260251 loss_bbox_aux: 0.717203 loss_giou_aux: 2.881472 loss_class_dn: 0.346556 loss_bbox_dn: 0.101129 loss_giou_dn: 0.358987 loss_class_aux_dn: 1.890626 loss_bbox_aux_dn: 0.628723 loss_giou_aux_dn: 2.061602 loss: 14.802137 eta: 42 days, 8:41:35 batch_cost: 1.1721 data_cost: 0.0013 ips: 6.8256 images/s
[08/11 02:13:17] ppdet.engine INFO: Epoch: [10] [40000/54024] learning_rate: 0.000100 loss_class: 0.671563 loss_bbox: 0.104635 loss_giou: 0.484273 loss_class_aux: 4.210811 loss_bbox_aux: 0.694426 loss_giou_aux: 3.064122 loss_class_dn: 0.341057 loss_bbox_dn: 0.098523 loss_giou_dn: 0.368124 loss_class_aux_dn: 1.859481 loss_bbox_aux_dn: 0.620630 loss_giou_aux_dn: 2.106495 loss: 15.079821 eta: 42 days, 8:39:58 batch_cost: 1.1159 data_cost: 0.0013 ips: 7.1691 images/s
[08/11 02:15:16] ppdet.engine INFO: Epoch: [10] [40100/54024] learning_rate: 0.000100 loss_class: 0.676791 loss_bbox: 0.103982 loss_giou: 0.466148 loss_class_aux: 4.161850 loss_bbox_aux: 0.696066 loss_giou_aux: 2.921263 loss_class_dn: 0.324165 loss_bbox_dn: 0.099068 loss_giou_dn: 0.354177 loss_class_aux_dn: 1.767041 loss_bbox_aux_dn: 0.612663 loss_giou_aux_dn: 2.045127 loss: 14.269185 eta: 42 days, 8:38:48 batch_cost: 1.1378 data_cost: 0.0013 ips: 7.0310 images/s
[08/11 02:17:09] ppdet.engine INFO: Epoch: [10] [40200/54024] learning_rate: 0.000100 loss_class: 0.700315 loss_bbox: 0.106060 loss_giou: 0.496778 loss_class_aux: 4.331824 loss_bbox_aux: 0.694445 loss_giou_aux: 3.046093 loss_class_dn: 0.344518 loss_bbox_dn: 0.097260 loss_giou_dn: 0.372953 loss_class_aux_dn: 1.845785 loss_bbox_aux_dn: 0.602042 loss_giou_aux_dn: 2.108892 loss: 14.888941 eta: 42 days, 8:36:23 batch_cost: 1.0788 data_cost: 0.0013 ips: 7.4159 images/s
[08/11 02:19:04] ppdet.engine INFO: Epoch: [10] [40300/54024] learning_rate: 0.000100 loss_class: 0.650197 loss_bbox: 0.097631 loss_giou: 0.480468 loss_class_aux: 4.072913 loss_bbox_aux: 0.635041 loss_giou_aux: 2.990925 loss_class_dn: 0.325907 loss_bbox_dn: 0.087548 loss_giou_dn: 0.351409 loss_class_aux_dn: 1.774847 loss_bbox_aux_dn: 0.539938 loss_giou_aux_dn: 2.017575 loss: 13.986288 eta: 42 days, 8:34:22 batch_cost: 1.0983 data_cost: 0.0281 ips: 7.2838 images/s
[08/11 02:21:06] ppdet.engine INFO: Epoch: [10] [40400/54024] learning_rate: 0.000100 loss_class: 0.690881 loss_bbox: 0.116391 loss_giou: 0.501696 loss_class_aux: 4.294398 loss_bbox_aux: 0.737120 loss_giou_aux: 3.159573 loss_class_dn: 0.362562 loss_bbox_dn: 0.098476 loss_giou_dn: 0.391832 loss_class_aux_dn: 1.964727 loss_bbox_aux_dn: 0.624524 loss_giou_aux_dn: 2.223948 loss: 15.910871 eta: 42 days, 8:34:00 batch_cost: 1.1747 data_cost: 0.0013 ips: 6.8103 images/s
[08/11 02:22:58] ppdet.engine INFO: Epoch: [10] [40500/54024] learning_rate: 0.000100 loss_class: 0.673955 loss_bbox: 0.101179 loss_giou: 0.448938 loss_class_aux: 4.127243 loss_bbox_aux: 0.655033 loss_giou_aux: 2.760780 loss_class_dn: 0.335435 loss_bbox_dn: 0.090134 loss_giou_dn: 0.347725 loss_class_aux_dn: 1.818146 loss_bbox_aux_dn: 0.576796 loss_giou_aux_dn: 1.972132 loss: 14.467702 eta: 42 days, 8:31:24 batch_cost: 1.0705 data_cost: 0.0013 ips: 7.4734 images/s
[08/11 02:24:50] ppdet.engine INFO: Epoch: [10] [40600/54024] learning_rate: 0.000100 loss_class: 0.680810 loss_bbox: 0.104651 loss_giou: 0.453338 loss_class_aux: 4.260608 loss_bbox_aux: 0.705869 loss_giou_aux: 2.830817 loss_class_dn: 0.326137 loss_bbox_dn: 0.105881 loss_giou_dn: 0.365643 loss_class_aux_dn: 1.793185 loss_bbox_aux_dn: 0.652718 loss_giou_aux_dn: 2.062744 loss: 14.477627 eta: 42 days, 8:28:43 batch_cost: 1.0670 data_cost: 0.0013 ips: 7.4979 images/s
[08/11 02:26:47] ppdet.engine INFO: Epoch: [10] [40700/54024] learning_rate: 0.000100 loss_class: 0.678190 loss_bbox: 0.099882 loss_giou: 0.494902 loss_class_aux: 4.252519 loss_bbox_aux: 0.639771 loss_giou_aux: 3.138890 loss_class_dn: 0.341074 loss_bbox_dn: 0.099019 loss_giou_dn: 0.381538 loss_class_aux_dn: 1.825680 loss_bbox_aux_dn: 0.586260 loss_giou_aux_dn: 2.156612 loss: 14.465490 eta: 42 days, 8:27:01 batch_cost: 1.1126 data_cost: 0.0013 ips: 7.1903 images/s
[08/11 02:28:45] ppdet.engine INFO: Epoch: [10] [40800/54024] learning_rate: 0.000100 loss_class: 0.716406 loss_bbox: 0.106897 loss_giou: 0.503416 loss_class_aux: 4.456361 loss_bbox_aux: 0.717474 loss_giou_aux: 3.181885 loss_class_dn: 0.351648 loss_bbox_dn: 0.098173 loss_giou_dn: 0.370876 loss_class_aux_dn: 1.910761 loss_bbox_aux_dn: 0.621654 loss_giou_aux_dn: 2.098739 loss: 15.335448 eta: 42 days, 8:25:43 batch_cost: 1.1308 data_cost: 0.0013 ips: 7.0744 images/s
[08/11 02:30:43] ppdet.engine INFO: Epoch: [10] [40900/54024] learning_rate: 0.000100 loss_class: 0.685219 loss_bbox: 0.107166 loss_giou: 0.475606 loss_class_aux: 4.231745 loss_bbox_aux: 0.690952 loss_giou_aux: 2.996437 loss_class_dn: 0.334830 loss_bbox_dn: 0.099222 loss_giou_dn: 0.360799 loss_class_aux_dn: 1.792667 loss_bbox_aux_dn: 0.625566 loss_giou_aux_dn: 2.057112 loss: 14.302064 eta: 42 days, 8:24:21 batch_cost: 1.1285 data_cost: 0.0013 ips: 7.0892 images/s
[08/11 02:32:42] ppdet.engine INFO: Epoch: [10] [41000/54024] learning_rate: 0.000100 loss_class: 0.696369 loss_bbox: 0.111425 loss_giou: 0.444008 loss_class_aux: 4.338517 loss_bbox_aux: 0.707693 loss_giou_aux: 2.790842 loss_class_dn: 0.329583 loss_bbox_dn: 0.095890 loss_giou_dn: 0.344229 loss_class_aux_dn: 1.780542 loss_bbox_aux_dn: 0.606026 loss_giou_aux_dn: 1.984922 loss: 14.787639 eta: 42 days, 8:23:03 batch_cost: 1.1313 data_cost: 0.0030 ips: 7.0715 images/s
[08/11 02:34:30] ppdet.engine INFO: Epoch: [10] [41100/54024] learning_rate: 0.000100 loss_class: 0.678068 loss_bbox: 0.107571 loss_giou: 0.517106 loss_class_aux: 4.222670 loss_bbox_aux: 0.689079 loss_giou_aux: 3.219966 loss_class_dn: 0.360958 loss_bbox_dn: 0.092281 loss_giou_dn: 0.384788 loss_class_aux_dn: 1.902722 loss_bbox_aux_dn: 0.581856 loss_giou_aux_dn: 2.243650 loss: 15.254747 eta: 42 days, 8:19:41 batch_cost: 1.0342 data_cost: 0.0014 ips: 7.7352 images/s
[08/11 02:36:21] ppdet.engine INFO: Epoch: [10] [41200/54024] learning_rate: 0.000100 loss_class: 0.690979 loss_bbox: 0.110592 loss_giou: 0.478811 loss_class_aux: 4.276384 loss_bbox_aux: 0.707370 loss_giou_aux: 2.946708 loss_class_dn: 0.342642 loss_bbox_dn: 0.102501 loss_giou_dn: 0.363573 loss_class_aux_dn: 1.853244 loss_bbox_aux_dn: 0.630530 loss_giou_aux_dn: 2.076782 loss: 15.158095 eta: 42 days, 8:16:47 batch_cost: 1.0569 data_cost: 0.0013 ips: 7.5694 images/s
[08/11 02:38:12] ppdet.engine INFO: Epoch: [10] [41300/54024] learning_rate: 0.000100 loss_class: 0.698871 loss_bbox: 0.106127 loss_giou: 0.493395 loss_class_aux: 4.372324 loss_bbox_aux: 0.722848 loss_giou_aux: 3.002993 loss_class_dn: 0.346070 loss_bbox_dn: 0.095368 loss_giou_dn: 0.375650 loss_class_aux_dn: 1.869790 loss_bbox_aux_dn: 0.588464 loss_giou_aux_dn: 2.142138 loss: 14.882283 eta: 42 days, 8:13:57 batch_cost: 1.0599 data_cost: 0.0013 ips: 7.5476 images/s
[08/11 02:40:07] ppdet.engine INFO: Epoch: [10] [41400/54024] learning_rate: 0.000100 loss_class: 0.686415 loss_bbox: 0.104880 loss_giou: 0.462829 loss_class_aux: 4.226564 loss_bbox_aux: 0.681914 loss_giou_aux: 2.824202 loss_class_dn: 0.335688 loss_bbox_dn: 0.092996 loss_giou_dn: 0.358867 loss_class_aux_dn: 1.801684 loss_bbox_aux_dn: 0.577032 loss_giou_aux_dn: 2.110044 loss: 14.052912 eta: 42 days, 8:11:49 batch_cost: 1.0923 data_cost: 0.0013 ips: 7.3242 images/s
[08/11 02:42:07] ppdet.engine INFO: Epoch: [10] [41500/54024] learning_rate: 0.000100 loss_class: 0.684629 loss_bbox: 0.106868 loss_giou: 0.491234 loss_class_aux: 4.210485 loss_bbox_aux: 0.683356 loss_giou_aux: 3.030920 loss_class_dn: 0.339673 loss_bbox_dn: 0.099770 loss_giou_dn: 0.363341 loss_class_aux_dn: 1.854642 loss_bbox_aux_dn: 0.608521 loss_giou_aux_dn: 2.033019 loss: 14.789107 eta: 42 days, 8:10:54 batch_cost: 1.1491 data_cost: 0.0230 ips: 6.9620 images/s
[08/11 02:44:00] ppdet.engine INFO: Epoch: [10] [41600/54024] learning_rate: 0.000100 loss_class: 0.677024 loss_bbox: 0.098243 loss_giou: 0.487611 loss_class_aux: 4.211183 loss_bbox_aux: 0.657842 loss_giou_aux: 3.043149 loss_class_dn: 0.335571 loss_bbox_dn: 0.095000 loss_giou_dn: 0.361586 loss_class_aux_dn: 1.804997 loss_bbox_aux_dn: 0.574043 loss_giou_aux_dn: 2.085696 loss: 14.543865 eta: 42 days, 8:08:29 batch_cost: 1.0790 data_cost: 0.0015 ips: 7.4144 images/s
[08/11 02:45:56] ppdet.engine INFO: Epoch: [10] [41700/54024] learning_rate: 0.000100 loss_class: 0.671782 loss_bbox: 0.108711 loss_giou: 0.477396 loss_class_aux: 4.221095 loss_bbox_aux: 0.702846 loss_giou_aux: 3.007893 loss_class_dn: 0.342662 loss_bbox_dn: 0.093086 loss_giou_dn: 0.371919 loss_class_aux_dn: 1.835466 loss_bbox_aux_dn: 0.587138 loss_giou_aux_dn: 2.087189 loss: 15.006285 eta: 42 days, 8:06:44 batch_cost: 1.1100 data_cost: 0.0014 ips: 7.2071 images/s
[08/11 02:48:14] ppdet.engine INFO: Epoch: [10] [41800/54024] learning_rate: 0.000100 loss_class: 0.672517 loss_bbox: 0.106568 loss_giou: 0.515765 loss_class_aux: 4.221178 loss_bbox_aux: 0.699444 loss_giou_aux: 3.205751 loss_class_dn: 0.341504 loss_bbox_dn: 0.096725 loss_giou_dn: 0.376912 loss_class_aux_dn: 1.860227 loss_bbox_aux_dn: 0.601160 loss_giou_aux_dn: 2.193071 loss: 14.774901 eta: 42 days, 8:09:33 batch_cost: 1.3244 data_cost: 0.1837 ips: 6.0405 images/s
[08/11 02:50:27] ppdet.engine INFO: Epoch: [10] [41900/54024] learning_rate: 0.000100 loss_class: 0.687059 loss_bbox: 0.096698 loss_giou: 0.477995 loss_class_aux: 4.275845 loss_bbox_aux: 0.670900 loss_giou_aux: 3.029519 loss_class_dn: 0.314434 loss_bbox_dn: 0.083518 loss_giou_dn: 0.354649 loss_class_aux_dn: 1.730038 loss_bbox_aux_dn: 0.548650 loss_giou_aux_dn: 1.995651 loss: 14.221772 eta: 42 days, 8:11:23 batch_cost: 1.2775 data_cost: 0.1961 ips: 6.2621 images/s
[08/11 02:52:19] ppdet.engine INFO: Epoch: [10] [42000/54024] learning_rate: 0.000100 loss_class: 0.654903 loss_bbox: 0.102294 loss_giou: 0.454977 loss_class_aux: 4.070168 loss_bbox_aux: 0.673546 loss_giou_aux: 2.860451 loss_class_dn: 0.317342 loss_bbox_dn: 0.092853 loss_giou_dn: 0.353418 loss_class_aux_dn: 1.741127 loss_bbox_aux_dn: 0.571522 loss_giou_aux_dn: 1.985709 loss: 13.660460 eta: 42 days, 8:08:47 batch_cost: 1.0708 data_cost: 0.0013 ips: 7.4709 images/s
[08/11 02:54:20] ppdet.engine INFO: Epoch: [10] [42100/54024] learning_rate: 0.000100 loss_class: 0.660236 loss_bbox: 0.096924 loss_giou: 0.455532 loss_class_aux: 4.050622 loss_bbox_aux: 0.663480 loss_giou_aux: 2.860440 loss_class_dn: 0.327365 loss_bbox_dn: 0.090051 loss_giou_dn: 0.370315 loss_class_aux_dn: 1.763031 loss_bbox_aux_dn: 0.568103 loss_giou_aux_dn: 2.100483 loss: 14.289058 eta: 42 days, 8:07:56 batch_cost: 1.1529 data_cost: 0.0013 ips: 6.9391 images/s
[08/11 02:56:14] ppdet.engine INFO: Epoch: [10] [42200/54024] learning_rate: 0.000100 loss_class: 0.672354 loss_bbox: 0.102904 loss_giou: 0.465981 loss_class_aux: 4.163008 loss_bbox_aux: 0.686500 loss_giou_aux: 2.909237 loss_class_dn: 0.343423 loss_bbox_dn: 0.095338 loss_giou_dn: 0.354013 loss_class_aux_dn: 1.839800 loss_bbox_aux_dn: 0.595790 loss_giou_aux_dn: 2.061345 loss: 14.393168 eta: 42 days, 8:05:47 batch_cost: 1.0913 data_cost: 0.0013 ips: 7.3304 images/s
[08/11 02:58:09] ppdet.engine INFO: Epoch: [10] [42300/54024] learning_rate: 0.000100 loss_class: 0.658439 loss_bbox: 0.100949 loss_giou: 0.434686 loss_class_aux: 4.155576 loss_bbox_aux: 0.666954 loss_giou_aux: 2.748533 loss_class_dn: 0.331861 loss_bbox_dn: 0.092369 loss_giou_dn: 0.349071 loss_class_aux_dn: 1.785121 loss_bbox_aux_dn: 0.574650 loss_giou_aux_dn: 2.000502 loss: 14.175928 eta: 42 days, 8:03:38 batch_cost: 1.0919 data_cost: 0.0017 ips: 7.3265 images/s
[08/11 03:00:00] ppdet.engine INFO: Epoch: [10] [42400/54024] learning_rate: 0.000100 loss_class: 0.664160 loss_bbox: 0.100465 loss_giou: 0.491586 loss_class_aux: 4.142134 loss_bbox_aux: 0.669043 loss_giou_aux: 3.071596 loss_class_dn: 0.346658 loss_bbox_dn: 0.094088 loss_giou_dn: 0.379727 loss_class_aux_dn: 1.860149 loss_bbox_aux_dn: 0.583026 loss_giou_aux_dn: 2.176328 loss: 14.868775 eta: 42 days, 8:00:50 batch_cost: 1.0611 data_cost: 0.0013 ips: 7.5394 images/s
[08/11 03:01:54] ppdet.engine INFO: Epoch: [10] [42500/54024] learning_rate: 0.000100 loss_class: 0.695627 loss_bbox: 0.109783 loss_giou: 0.515653 loss_class_aux: 4.337014 loss_bbox_aux: 0.709024 loss_giou_aux: 3.236581 loss_class_dn: 0.346499 loss_bbox_dn: 0.104439 loss_giou_dn: 0.399765 loss_class_aux_dn: 1.862415 loss_bbox_aux_dn: 0.626684 loss_giou_aux_dn: 2.355160 loss: 15.833861 eta: 42 days, 7:58:46 batch_cost: 1.0952 data_cost: 0.0013 ips: 7.3048 images/s
[08/11 03:03:50] ppdet.engine INFO: Epoch: [10] [42600/54024] learning_rate: 0.000100 loss_class: 0.687560 loss_bbox: 0.115202 loss_giou: 0.540194 loss_class_aux: 4.245028 loss_bbox_aux: 0.727044 loss_giou_aux: 3.412383 loss_class_dn: 0.348570 loss_bbox_dn: 0.105538 loss_giou_dn: 0.386347 loss_class_aux_dn: 1.907179 loss_bbox_aux_dn: 0.633515 loss_giou_aux_dn: 2.224481 loss: 15.383154 eta: 42 days, 7:56:53 batch_cost: 1.1039 data_cost: 0.0013 ips: 7.2471 images/s
[08/11 03:05:43] ppdet.engine INFO: Epoch: [10] [42700/54024] learning_rate: 0.000100 loss_class: 0.742919 loss_bbox: 0.113025 loss_giou: 0.515136 loss_class_aux: 4.563940 loss_bbox_aux: 0.734563 loss_giou_aux: 3.247341 loss_class_dn: 0.379208 loss_bbox_dn: 0.101141 loss_giou_dn: 0.406276 loss_class_aux_dn: 2.050698 loss_bbox_aux_dn: 0.635706 loss_giou_aux_dn: 2.301019 loss: 16.288843 eta: 42 days, 7:54:31 batch_cost: 1.0814 data_cost: 0.0013 ips: 7.3977 images/s
[08/11 03:07:37] ppdet.engine INFO: Epoch: [10] [42800/54024] learning_rate: 0.000100 loss_class: 0.655829 loss_bbox: 0.106599 loss_giou: 0.458669 loss_class_aux: 4.079270 loss_bbox_aux: 0.680514 loss_giou_aux: 2.879344 loss_class_dn: 0.323347 loss_bbox_dn: 0.097448 loss_giou_dn: 0.346160 loss_class_aux_dn: 1.718647 loss_bbox_aux_dn: 0.605590 loss_giou_aux_dn: 2.002092 loss: 13.983349 eta: 42 days, 7:52:09 batch_cost: 1.0814 data_cost: 0.0014 ips: 7.3977 images/s
[08/11 03:09:27] ppdet.engine INFO: Epoch: [10] [42900/54024] learning_rate: 0.000100 loss_class: 0.685262 loss_bbox: 0.106474 loss_giou: 0.478787 loss_class_aux: 4.249567 loss_bbox_aux: 0.690873 loss_giou_aux: 3.025575 loss_class_dn: 0.347291 loss_bbox_dn: 0.095083 loss_giou_dn: 0.364039 loss_class_aux_dn: 1.852634 loss_bbox_aux_dn: 0.602318 loss_giou_aux_dn: 2.060670 loss: 15.428630 eta: 42 days, 7:49:13 batch_cost: 1.0551 data_cost: 0.0216 ips: 7.5823 images/s
[08/11 03:11:20] ppdet.engine INFO: Epoch: [10] [43000/54024] learning_rate: 0.000100 loss_class: 0.666950 loss_bbox: 0.099296 loss_giou: 0.456014 loss_class_aux: 4.235113 loss_bbox_aux: 0.662448 loss_giou_aux: 2.874912 loss_class_dn: 0.329088 loss_bbox_dn: 0.098847 loss_giou_dn: 0.359490 loss_class_aux_dn: 1.791288 loss_bbox_aux_dn: 0.604250 loss_giou_aux_dn: 2.031649 loss: 14.408098 eta: 42 days, 7:46:42 batch_cost: 1.0743 data_cost: 0.0013 ips: 7.4470 images/s
[08/11 03:13:15] ppdet.engine INFO: Epoch: [10] [43100/54024] learning_rate: 0.000100 loss_class: 0.629088 loss_bbox: 0.104315 loss_giou: 0.464846 loss_class_aux: 3.969844 loss_bbox_aux: 0.695496 loss_giou_aux: 2.902704 loss_class_dn: 0.313201 loss_bbox_dn: 0.100161 loss_giou_dn: 0.347283 loss_class_aux_dn: 1.688431 loss_bbox_aux_dn: 0.618723 loss_giou_aux_dn: 2.014090 loss: 13.762391 eta: 42 days, 7:44:39 batch_cost: 1.0963 data_cost: 0.0013 ips: 7.2972 images/s
[08/11 03:15:18] ppdet.engine INFO: Epoch: [10] [43200/54024] learning_rate: 0.000100 loss_class: 0.693967 loss_bbox: 0.107911 loss_giou: 0.475878 loss_class_aux: 4.317280 loss_bbox_aux: 0.709784 loss_giou_aux: 2.965244 loss_class_dn: 0.349606 loss_bbox_dn: 0.104026 loss_giou_dn: 0.372122 loss_class_aux_dn: 1.898211 loss_bbox_aux_dn: 0.639182 loss_giou_aux_dn: 2.135175 loss: 15.667030 eta: 42 days, 7:44:26 batch_cost: 1.1823 data_cost: 0.0014 ips: 6.7667 images/s
[08/11 03:17:14] ppdet.engine INFO: Epoch: [10] [43300/54024] learning_rate: 0.000100 loss_class: 0.671476 loss_bbox: 0.105086 loss_giou: 0.441590 loss_class_aux: 4.197869 loss_bbox_aux: 0.696046 loss_giou_aux: 2.742420 loss_class_dn: 0.328353 loss_bbox_dn: 0.098676 loss_giou_dn: 0.350292 loss_class_aux_dn: 1.752299 loss_bbox_aux_dn: 0.604662 loss_giou_aux_dn: 1.992637 loss: 14.405662 eta: 42 days, 7:42:26 batch_cost: 1.0991 data_cost: 0.0014 ips: 7.2788 images/s
[08/11 03:19:08] ppdet.engine INFO: Epoch: [10] [43400/54024] learning_rate: 0.000100 loss_class: 0.728078 loss_bbox: 0.116186 loss_giou: 0.496663 loss_class_aux: 4.595375 loss_bbox_aux: 0.749139 loss_giou_aux: 3.113039 loss_class_dn: 0.370053 loss_bbox_dn: 0.106651 loss_giou_dn: 0.393889 loss_class_aux_dn: 1.960809 loss_bbox_aux_dn: 0.677443 loss_giou_aux_dn: 2.264647 loss: 15.947127 eta: 42 days, 7:40:22 batch_cost: 1.0948 data_cost: 0.0013 ips: 7.3073 images/s
[08/11 03:21:12] ppdet.engine INFO: Epoch: [10] [43500/54024] learning_rate: 0.000100 loss_class: 0.663353 loss_bbox: 0.103352 loss_giou: 0.490386 loss_class_aux: 4.084617 loss_bbox_aux: 0.671063 loss_giou_aux: 3.053147 loss_class_dn: 0.338600 loss_bbox_dn: 0.095202 loss_giou_dn: 0.377848 loss_class_aux_dn: 1.835312 loss_bbox_aux_dn: 0.591250 loss_giou_aux_dn: 2.147071 loss: 14.693583 eta: 42 days, 7:40:17 batch_cost: 1.1892 data_cost: 0.0013 ips: 6.7270 images/s
[08/11 03:23:05] ppdet.engine INFO: Epoch: [10] [43600/54024] learning_rate: 0.000100 loss_class: 0.698995 loss_bbox: 0.098328 loss_giou: 0.474000 loss_class_aux: 4.367019 loss_bbox_aux: 0.651424 loss_giou_aux: 2.916897 loss_class_dn: 0.347109 loss_bbox_dn: 0.096229 loss_giou_dn: 0.371335 loss_class_aux_dn: 1.891499 loss_bbox_aux_dn: 0.606253 loss_giou_aux_dn: 2.125586 loss: 14.870170 eta: 42 days, 7:37:49 batch_cost: 1.0763 data_cost: 0.0014 ips: 7.4332 images/s
[08/11 03:24:57] ppdet.engine INFO: Epoch: [10] [43700/54024] learning_rate: 0.000100 loss_class: 0.724853 loss_bbox: 0.111601 loss_giou: 0.526695 loss_class_aux: 4.520727 loss_bbox_aux: 0.726495 loss_giou_aux: 3.253482 loss_class_dn: 0.358691 loss_bbox_dn: 0.098577 loss_giou_dn: 0.369283 loss_class_aux_dn: 1.920777 loss_bbox_aux_dn: 0.613865 loss_giou_aux_dn: 2.122618 loss: 15.210334 eta: 42 days, 7:35:16 batch_cost: 1.0728 data_cost: 0.0039 ips: 7.4570 images/s
[08/11 03:26:55] ppdet.engine INFO: Epoch: [10] [43800/54024] learning_rate: 0.000100 loss_class: 0.670182 loss_bbox: 0.101846 loss_giou: 0.487364 loss_class_aux: 4.148654 loss_bbox_aux: 0.647198 loss_giou_aux: 3.021370 loss_class_dn: 0.338004 loss_bbox_dn: 0.092662 loss_giou_dn: 0.352491 loss_class_aux_dn: 1.814565 loss_bbox_aux_dn: 0.570312 loss_giou_aux_dn: 2.026923 loss: 14.322423 eta: 42 days, 7:33:44 batch_cost: 1.1207 data_cost: 0.0013 ips: 7.1384 images/s
[08/11 03:28:57] ppdet.engine INFO: Epoch: [10] [43900/54024] learning_rate: 0.000100 loss_class: 0.699043 loss_bbox: 0.111700 loss_giou: 0.497027 loss_class_aux: 4.358585 loss_bbox_aux: 0.733774 loss_giou_aux: 3.041797 loss_class_dn: 0.361570 loss_bbox_dn: 0.101061 loss_giou_dn: 0.366843 loss_class_aux_dn: 1.938828 loss_bbox_aux_dn: 0.630760 loss_giou_aux_dn: 2.110320 loss: 15.355537 eta: 42 days, 7:33:13 batch_cost: 1.1686 data_cost: 0.0014 ips: 6.8456 images/s
[08/11 03:30:47] ppdet.engine INFO: Epoch: [10] [44000/54024] learning_rate: 0.000100 loss_class: 0.655199 loss_bbox: 0.100809 loss_giou: 0.470096 loss_class_aux: 4.141433 loss_bbox_aux: 0.652149 loss_giou_aux: 2.975965 loss_class_dn: 0.331343 loss_bbox_dn: 0.093980 loss_giou_dn: 0.346967 loss_class_aux_dn: 1.787639 loss_bbox_aux_dn: 0.590232 loss_giou_aux_dn: 2.003117 loss: 13.958109 eta: 42 days, 7:30:12 batch_cost: 1.0505 data_cost: 0.0013 ips: 7.6151 images/s
[08/11 03:32:46] ppdet.engine INFO: Epoch: [10] [44100/54024] learning_rate: 0.000100 loss_class: 0.722560 loss_bbox: 0.111006 loss_giou: 0.522002 loss_class_aux: 4.491041 loss_bbox_aux: 0.737466 loss_giou_aux: 3.233996 loss_class_dn: 0.352682 loss_bbox_dn: 0.102719 loss_giou_dn: 0.381481 loss_class_aux_dn: 1.919135 loss_bbox_aux_dn: 0.621291 loss_giou_aux_dn: 2.193727 loss: 15.236243 eta: 42 days, 7:29:03 batch_cost: 1.1388 data_cost: 0.0013 ips: 7.0250 images/s
[08/11 03:34:40] ppdet.engine INFO: Epoch: [10] [44200/54024] learning_rate: 0.000100 loss_class: 0.716019 loss_bbox: 0.105508 loss_giou: 0.534950 loss_class_aux: 4.379687 loss_bbox_aux: 0.683372 loss_giou_aux: 3.372674 loss_class_dn: 0.355180 loss_bbox_dn: 0.098688 loss_giou_dn: 0.390604 loss_class_aux_dn: 1.930893 loss_bbox_aux_dn: 0.616411 loss_giou_aux_dn: 2.224597 loss: 15.333678 eta: 42 days, 7:26:56 batch_cost: 1.0935 data_cost: 0.0013 ips: 7.3162 images/s
[08/11 03:36:31] ppdet.engine INFO: Epoch: [10] [44300/54024] learning_rate: 0.000100 loss_class: 0.677302 loss_bbox: 0.113640 loss_giou: 0.485922 loss_class_aux: 4.257044 loss_bbox_aux: 0.722689 loss_giou_aux: 3.031584 loss_class_dn: 0.345851 loss_bbox_dn: 0.094663 loss_giou_dn: 0.384739 loss_class_aux_dn: 1.871411 loss_bbox_aux_dn: 0.578383 loss_giou_aux_dn: 2.186255 loss: 15.222504 eta: 42 days, 7:24:06 batch_cost: 1.0589 data_cost: 0.0013 ips: 7.5548 images/s
[08/11 03:38:25] ppdet.engine INFO: Epoch: [10] [44400/54024] learning_rate: 0.000100 loss_class: 0.721068 loss_bbox: 0.106673 loss_giou: 0.509060 loss_class_aux: 4.418496 loss_bbox_aux: 0.671027 loss_giou_aux: 3.139471 loss_class_dn: 0.340339 loss_bbox_dn: 0.098886 loss_giou_dn: 0.377216 loss_class_aux_dn: 1.849288 loss_bbox_aux_dn: 0.612227 loss_giou_aux_dn: 2.174597 loss: 15.196780 eta: 42 days, 7:21:49 batch_cost: 1.0854 data_cost: 0.0013 ips: 7.3704 images/s
[08/11 03:40:21] ppdet.engine INFO: Epoch: [10] [44500/54024] learning_rate: 0.000100 loss_class: 0.675725 loss_bbox: 0.104341 loss_giou: 0.487629 loss_class_aux: 4.234504 loss_bbox_aux: 0.677323 loss_giou_aux: 3.018501 loss_class_dn: 0.341434 loss_bbox_dn: 0.094448 loss_giou_dn: 0.374084 loss_class_aux_dn: 1.853328 loss_bbox_aux_dn: 0.579672 loss_giou_aux_dn: 2.139627 loss: 15.165462 eta: 42 days, 7:20:01 batch_cost: 1.1074 data_cost: 0.0014 ips: 7.2239 images/s
[08/11 03:42:12] ppdet.engine INFO: Epoch: [10] [44600/54024] learning_rate: 0.000100 loss_class: 0.698999 loss_bbox: 0.110724 loss_giou: 0.471855 loss_class_aux: 4.402982 loss_bbox_aux: 0.738172 loss_giou_aux: 2.963527 loss_class_dn: 0.345725 loss_bbox_dn: 0.108707 loss_giou_dn: 0.368794 loss_class_aux_dn: 1.845859 loss_bbox_aux_dn: 0.665461 loss_giou_aux_dn: 2.103853 loss: 14.708153 eta: 42 days, 7:17:17 batch_cost: 1.0638 data_cost: 0.0013 ips: 7.5204 images/s
[08/11 03:44:06] ppdet.engine INFO: Epoch: [10] [44700/54024] learning_rate: 0.000100 loss_class: 0.666077 loss_bbox: 0.099762 loss_giou: 0.496533 loss_class_aux: 4.074159 loss_bbox_aux: 0.679723 loss_giou_aux: 3.120383 loss_class_dn: 0.334678 loss_bbox_dn: 0.101920 loss_giou_dn: 0.363956 loss_class_aux_dn: 1.825644 loss_bbox_aux_dn: 0.615708 loss_giou_aux_dn: 2.086650 loss: 14.889464 eta: 42 days, 7:15:02 batch_cost: 1.0870 data_cost: 0.0182 ips: 7.3597 images/s
[08/11 03:46:01] ppdet.engine INFO: Epoch: [10] [44800/54024] learning_rate: 0.000100 loss_class: 0.689466 loss_bbox: 0.102497 loss_giou: 0.501875 loss_class_aux: 4.227821 loss_bbox_aux: 0.667923 loss_giou_aux: 3.129241 loss_class_dn: 0.336685 loss_bbox_dn: 0.093315 loss_giou_dn: 0.374050 loss_class_aux_dn: 1.813791 loss_bbox_aux_dn: 0.588936 loss_giou_aux_dn: 2.130347 loss: 14.643413 eta: 42 days, 7:12:55 batch_cost: 1.0931 data_cost: 0.0013 ips: 7.3184 images/s
[08/11 03:47:52] ppdet.engine INFO: Epoch: [10] [44900/54024] learning_rate: 0.000100 loss_class: 0.685726 loss_bbox: 0.102552 loss_giou: 0.469428 loss_class_aux: 4.285450 loss_bbox_aux: 0.666070 loss_giou_aux: 2.901409 loss_class_dn: 0.335783 loss_bbox_dn: 0.094601 loss_giou_dn: 0.353862 loss_class_aux_dn: 1.833351 loss_bbox_aux_dn: 0.613046 loss_giou_aux_dn: 1.988761 loss: 14.547476 eta: 42 days, 7:10:17 batch_cost: 1.0686 data_cost: 0.0013 ips: 7.4866 images/s
[08/11 03:49:53] ppdet.engine INFO: Epoch: [10] [45000/54024] learning_rate: 0.000100 loss_class: 0.701734 loss_bbox: 0.106063 loss_giou: 0.490599 loss_class_aux: 4.407978 loss_bbox_aux: 0.694354 loss_giou_aux: 3.077677 loss_class_dn: 0.343691 loss_bbox_dn: 0.098280 loss_giou_dn: 0.370547 loss_class_aux_dn: 1.878839 loss_bbox_aux_dn: 0.608120 loss_giou_aux_dn: 2.112808 loss: 15.034343 eta: 42 days, 7:09:31 batch_cost: 1.1567 data_cost: 0.0013 ips: 6.9162 images/s
[08/11 03:51:48] ppdet.engine INFO: Epoch: [10] [45100/54024] learning_rate: 0.000100 loss_class: 0.717997 loss_bbox: 0.100500 loss_giou: 0.477120 loss_class_aux: 4.353195 loss_bbox_aux: 0.673247 loss_giou_aux: 3.010402 loss_class_dn: 0.343413 loss_bbox_dn: 0.088940 loss_giou_dn: 0.375797 loss_class_aux_dn: 1.864261 loss_bbox_aux_dn: 0.573494 loss_giou_aux_dn: 2.161615 loss: 15.172163 eta: 42 days, 7:07:35 batch_cost: 1.1016 data_cost: 0.0013 ips: 7.2619 images/s
[08/11 03:53:39] ppdet.engine INFO: Epoch: [10] [45200/54024] learning_rate: 0.000100 loss_class: 0.699013 loss_bbox: 0.111608 loss_giou: 0.490274 loss_class_aux: 4.367048 loss_bbox_aux: 0.716814 loss_giou_aux: 3.050187 loss_class_dn: 0.341578 loss_bbox_dn: 0.095616 loss_giou_dn: 0.354650 loss_class_aux_dn: 1.853538 loss_bbox_aux_dn: 0.594262 loss_giou_aux_dn: 2.056799 loss: 15.114086 eta: 42 days, 7:04:40 batch_cost: 1.0552 data_cost: 0.0013 ips: 7.5813 images/s
[08/11 03:55:36] ppdet.engine INFO: Epoch: [10] [45300/54024] learning_rate: 0.000100 loss_class: 0.710292 loss_bbox: 0.114356 loss_giou: 0.515376 loss_class_aux: 4.351237 loss_bbox_aux: 0.739706 loss_giou_aux: 3.158715 loss_class_dn: 0.358797 loss_bbox_dn: 0.105990 loss_giou_dn: 0.379111 loss_class_aux_dn: 1.910078 loss_bbox_aux_dn: 0.671397 loss_giou_aux_dn: 2.175065 loss: 15.520283 eta: 42 days, 7:03:12 batch_cost: 1.1238 data_cost: 0.0013 ips: 7.1187 images/s
[08/11 03:57:28] ppdet.engine INFO: Epoch: [10] [45400/54024] learning_rate: 0.000100 loss_class: 0.684383 loss_bbox: 0.104384 loss_giou: 0.462121 loss_class_aux: 4.263312 loss_bbox_aux: 0.669137 loss_giou_aux: 2.885439 loss_class_dn: 0.335807 loss_bbox_dn: 0.088725 loss_giou_dn: 0.356526 loss_class_aux_dn: 1.814288 loss_bbox_aux_dn: 0.557507 loss_giou_aux_dn: 2.053387 loss: 14.628792 eta: 42 days, 7:00:34 batch_cost: 1.0680 data_cost: 0.0014 ips: 7.4905 images/s
[08/11 03:59:40] ppdet.engine INFO: Epoch: [10] [45500/54024] learning_rate: 0.000100 loss_class: 0.698543 loss_bbox: 0.110416 loss_giou: 0.505683 loss_class_aux: 4.357080 loss_bbox_aux: 0.719627 loss_giou_aux: 3.213969 loss_class_dn: 0.352315 loss_bbox_dn: 0.100583 loss_giou_dn: 0.391130 loss_class_aux_dn: 1.903070 loss_bbox_aux_dn: 0.619983 loss_giou_aux_dn: 2.251979 loss: 15.462142 eta: 42 days, 7:02:09 batch_cost: 1.2687 data_cost: 0.0014 ips: 6.3055 images/s
[08/11 04:01:37] ppdet.engine INFO: Epoch: [10] [45600/54024] learning_rate: 0.000100 loss_class: 0.684444 loss_bbox: 0.105654 loss_giou: 0.480747 loss_class_aux: 4.203108 loss_bbox_aux: 0.698296 loss_giou_aux: 3.027326 loss_class_dn: 0.339211 loss_bbox_dn: 0.092344 loss_giou_dn: 0.355168 loss_class_aux_dn: 1.832887 loss_bbox_aux_dn: 0.572287 loss_giou_aux_dn: 2.083032 loss: 14.747009 eta: 42 days, 7:00:23 batch_cost: 1.1099 data_cost: 0.0013 ips: 7.2079 images/s
[08/11 04:03:32] ppdet.engine INFO: Epoch: [10] [45700/54024] learning_rate: 0.000100 loss_class: 0.674411 loss_bbox: 0.108183 loss_giou: 0.424724 loss_class_aux: 4.233047 loss_bbox_aux: 0.701353 loss_giou_aux: 2.666678 loss_class_dn: 0.314692 loss_bbox_dn: 0.109896 loss_giou_dn: 0.329378 loss_class_aux_dn: 1.722703 loss_bbox_aux_dn: 0.658932 loss_giou_aux_dn: 1.893162 loss: 13.784827 eta: 42 days, 6:58:35 batch_cost: 1.1075 data_cost: 0.0090 ips: 7.2232 images/s
[08/11 04:05:32] ppdet.engine INFO: Epoch: [10] [45800/54024] learning_rate: 0.000100 loss_class: 0.678078 loss_bbox: 0.112149 loss_giou: 0.523573 loss_class_aux: 4.219192 loss_bbox_aux: 0.730882 loss_giou_aux: 3.238891 loss_class_dn: 0.352693 loss_bbox_dn: 0.094943 loss_giou_dn: 0.391722 loss_class_aux_dn: 1.884019 loss_bbox_aux_dn: 0.577561 loss_giou_aux_dn: 2.225659 loss: 15.700494 eta: 42 days, 6:57:35 batch_cost: 1.1462 data_cost: 0.0768 ips: 6.9793 images/s
[08/11 04:07:31] ppdet.engine INFO: Epoch: [10] [45900/54024] learning_rate: 0.000100 loss_class: 0.701756 loss_bbox: 0.102375 loss_giou: 0.481585 loss_class_aux: 4.441479 loss_bbox_aux: 0.663425 loss_giou_aux: 3.007831 loss_class_dn: 0.351070 loss_bbox_dn: 0.098690 loss_giou_dn: 0.373454 loss_class_aux_dn: 1.952342 loss_bbox_aux_dn: 0.610098 loss_giou_aux_dn: 2.159332 loss: 15.369949 eta: 42 days, 6:56:19 batch_cost: 1.1338 data_cost: 0.0129 ips: 7.0560 images/s
[08/11 04:09:26] ppdet.engine INFO: Epoch: [10] [46000/54024] learning_rate: 0.000100 loss_class: 0.639168 loss_bbox: 0.100731 loss_giou: 0.436565 loss_class_aux: 3.953912 loss_bbox_aux: 0.680345 loss_giou_aux: 2.714342 loss_class_dn: 0.319334 loss_bbox_dn: 0.094824 loss_giou_dn: 0.329543 loss_class_aux_dn: 1.729976 loss_bbox_aux_dn: 0.603111 loss_giou_aux_dn: 1.887293 loss: 13.724005 eta: 42 days, 6:54:20 batch_cost: 1.0993 data_cost: 0.0013 ips: 7.2773 images/s
[08/11 04:11:43] ppdet.engine INFO: Epoch: [10] [46100/54024] learning_rate: 0.000100 loss_class: 0.708930 loss_bbox: 0.110841 loss_giou: 0.491804 loss_class_aux: 4.423788 loss_bbox_aux: 0.715408 loss_giou_aux: 3.070517 loss_class_dn: 0.335992 loss_bbox_dn: 0.102160 loss_giou_dn: 0.364772 loss_class_aux_dn: 1.821696 loss_bbox_aux_dn: 0.614746 loss_giou_aux_dn: 2.092876 loss: 15.029435 eta: 42 days, 6:57:02 batch_cost: 1.3226 data_cost: 0.0013 ips: 6.0487 images/s
[08/11 04:13:42] ppdet.engine INFO: Epoch: [10] [46200/54024] learning_rate: 0.000100 loss_class: 0.680466 loss_bbox: 0.106037 loss_giou: 0.489561 loss_class_aux: 4.321337 loss_bbox_aux: 0.662859 loss_giou_aux: 3.037045 loss_class_dn: 0.353398 loss_bbox_dn: 0.091916 loss_giou_dn: 0.379051 loss_class_aux_dn: 1.920610 loss_bbox_aux_dn: 0.568938 loss_giou_aux_dn: 2.188437 loss: 14.948559 eta: 42 days, 6:55:53 batch_cost: 1.1385 data_cost: 0.0013 ips: 7.0267 images/s
[08/11 04:15:36] ppdet.engine INFO: Epoch: [10] [46300/54024] learning_rate: 0.000100 loss_class: 0.709811 loss_bbox: 0.102688 loss_giou: 0.505167 loss_class_aux: 4.278523 loss_bbox_aux: 0.672032 loss_giou_aux: 3.196963 loss_class_dn: 0.346847 loss_bbox_dn: 0.098048 loss_giou_dn: 0.370122 loss_class_aux_dn: 1.852686 loss_bbox_aux_dn: 0.614869 loss_giou_aux_dn: 2.085984 loss: 14.547987 eta: 42 days, 6:53:42 batch_cost: 1.0899 data_cost: 0.0013 ips: 7.3401 images/s
[08/11 04:17:32] ppdet.engine INFO: Epoch: [10] [46400/54024] learning_rate: 0.000100 loss_class: 0.707165 loss_bbox: 0.110381 loss_giou: 0.529422 loss_class_aux: 4.407297 loss_bbox_aux: 0.705000 loss_giou_aux: 3.232980 loss_class_dn: 0.348651 loss_bbox_dn: 0.098491 loss_giou_dn: 0.382190 loss_class_aux_dn: 1.887150 loss_bbox_aux_dn: 0.611745 loss_giou_aux_dn: 2.202798 loss: 15.478249 eta: 42 days, 6:51:46 batch_cost: 1.1020 data_cost: 0.0013 ips: 7.2596 images/s
[08/11 04:19:30] ppdet.engine INFO: Epoch: [10] [46500/54024] learning_rate: 0.000100 loss_class: 0.681530 loss_bbox: 0.104518 loss_giou: 0.450814 loss_class_aux: 4.195748 loss_bbox_aux: 0.678276 loss_giou_aux: 2.781409 loss_class_dn: 0.320576 loss_bbox_dn: 0.096770 loss_giou_dn: 0.343676 loss_class_aux_dn: 1.740114 loss_bbox_aux_dn: 0.592743 loss_giou_aux_dn: 2.005316 loss: 13.864029 eta: 42 days, 6:50:20 batch_cost: 1.1253 data_cost: 0.0013 ips: 7.1090 images/s
[08/11 04:21:20] ppdet.engine INFO: Epoch: [10] [46600/54024] learning_rate: 0.000100 loss_class: 0.696860 loss_bbox: 0.109136 loss_giou: 0.483453 loss_class_aux: 4.301602 loss_bbox_aux: 0.707716 loss_giou_aux: 3.020621 loss_class_dn: 0.346092 loss_bbox_dn: 0.099613 loss_giou_dn: 0.385366 loss_class_aux_dn: 1.871176 loss_bbox_aux_dn: 0.603106 loss_giou_aux_dn: 2.169958 loss: 15.188930 eta: 42 days, 6:47:17 batch_cost: 1.0491 data_cost: 0.0013 ips: 7.6256 images/s
[08/11 04:23:15] ppdet.engine INFO: Epoch: [10] [46700/54024] learning_rate: 0.000100 loss_class: 0.683820 loss_bbox: 0.107388 loss_giou: 0.438161 loss_class_aux: 4.240111 loss_bbox_aux: 0.704241 loss_giou_aux: 2.763158 loss_class_dn: 0.330448 loss_bbox_dn: 0.099264 loss_giou_dn: 0.344875 loss_class_aux_dn: 1.783116 loss_bbox_aux_dn: 0.616839 loss_giou_aux_dn: 1.955211 loss: 14.103109 eta: 42 days, 6:45:13 batch_cost: 1.0948 data_cost: 0.0013 ips: 7.3070 images/s
[08/11 04:25:11] ppdet.engine INFO: Epoch: [10] [46800/54024] learning_rate: 0.000100 loss_class: 0.676233 loss_bbox: 0.112978 loss_giou: 0.483312 loss_class_aux: 4.226446 loss_bbox_aux: 0.704863 loss_giou_aux: 2.995606 loss_class_dn: 0.331685 loss_bbox_dn: 0.097833 loss_giou_dn: 0.366541 loss_class_aux_dn: 1.805530 loss_bbox_aux_dn: 0.612783 loss_giou_aux_dn: 2.089928 loss: 14.899688 eta: 42 days, 6:43:28 batch_cost: 1.1109 data_cost: 0.0013 ips: 7.2016 images/s
[08/11 04:27:10] ppdet.engine INFO: Epoch: [10] [46900/54024] learning_rate: 0.000100 loss_class: 0.672478 loss_bbox: 0.109732 loss_giou: 0.450853 loss_class_aux: 4.220233 loss_bbox_aux: 0.729186 loss_giou_aux: 2.778902 loss_class_dn: 0.331422 loss_bbox_dn: 0.104051 loss_giou_dn: 0.344260 loss_class_aux_dn: 1.794713 loss_bbox_aux_dn: 0.634937 loss_giou_aux_dn: 1.975741 loss: 14.792545 eta: 42 days, 6:42:11 batch_cost: 1.1331 data_cost: 0.0013 ips: 7.0603 images/s
[08/11 04:29:01] ppdet.engine INFO: Epoch: [10] [47000/54024] learning_rate: 0.000100 loss_class: 0.694595 loss_bbox: 0.109510 loss_giou: 0.483095 loss_class_aux: 4.394029 loss_bbox_aux: 0.705673 loss_giou_aux: 3.060647 loss_class_dn: 0.348346 loss_bbox_dn: 0.106464 loss_giou_dn: 0.365809 loss_class_aux_dn: 1.874256 loss_bbox_aux_dn: 0.649631 loss_giou_aux_dn: 2.090725 loss: 14.842743 eta: 42 days, 6:39:29 batch_cost: 1.0649 data_cost: 0.0013 ips: 7.5122 images/s
[08/11 04:30:58] ppdet.engine INFO: Epoch: [10] [47100/54024] learning_rate: 0.000100 loss_class: 0.689505 loss_bbox: 0.111217 loss_giou: 0.554639 loss_class_aux: 4.275965 loss_bbox_aux: 0.720838 loss_giou_aux: 3.442245 loss_class_dn: 0.362446 loss_bbox_dn: 0.097372 loss_giou_dn: 0.408422 loss_class_aux_dn: 1.943567 loss_bbox_aux_dn: 0.602229 loss_giou_aux_dn: 2.321399 loss: 15.737763 eta: 42 days, 6:37:52 batch_cost: 1.1170 data_cost: 0.0383 ips: 7.1618 images/s
[08/11 04:32:54] ppdet.engine INFO: Epoch: [10] [47200/54024] learning_rate: 0.000100 loss_class: 0.668169 loss_bbox: 0.110090 loss_giou: 0.469461 loss_class_aux: 4.155497 loss_bbox_aux: 0.684852 loss_giou_aux: 2.949115 loss_class_dn: 0.339702 loss_bbox_dn: 0.100604 loss_giou_dn: 0.365890 loss_class_aux_dn: 1.806243 loss_bbox_aux_dn: 0.619356 loss_giou_aux_dn: 2.123226 loss: 14.566128 eta: 42 days, 6:35:57 batch_cost: 1.1028 data_cost: 0.0014 ips: 7.2545 images/s
[08/11 04:34:49] ppdet.engine INFO: Epoch: [10] [47300/54024] learning_rate: 0.000100 loss_class: 0.685560 loss_bbox: 0.107535 loss_giou: 0.467771 loss_class_aux: 4.244154 loss_bbox_aux: 0.704409 loss_giou_aux: 2.956682 loss_class_dn: 0.340248 loss_bbox_dn: 0.100461 loss_giou_dn: 0.369780 loss_class_aux_dn: 1.850342 loss_bbox_aux_dn: 0.610446 loss_giou_aux_dn: 2.148426 loss: 15.107361 eta: 42 days, 6:34:05 batch_cost: 1.1044 data_cost: 0.0408 ips: 7.2435 images/s
[08/11 04:36:51] ppdet.engine INFO: Epoch: [10] [47400/54024] learning_rate: 0.000100 loss_class: 0.672427 loss_bbox: 0.098622 loss_giou: 0.511258 loss_class_aux: 4.184261 loss_bbox_aux: 0.648307 loss_giou_aux: 3.167403 loss_class_dn: 0.329749 loss_bbox_dn: 0.092311 loss_giou_dn: 0.376012 loss_class_aux_dn: 1.813119 loss_bbox_aux_dn: 0.568483 loss_giou_aux_dn: 2.126420 loss: 14.304987 eta: 42 days, 6:33:35 batch_cost: 1.1708 data_cost: 0.0013 ips: 6.8330 images/s
[08/11 04:38:43] ppdet.engine INFO: Epoch: [10] [47500/54024] learning_rate: 0.000100 loss_class: 0.701344 loss_bbox: 0.111849 loss_giou: 0.478137 loss_class_aux: 4.278060 loss_bbox_aux: 0.713243 loss_giou_aux: 2.931014 loss_class_dn: 0.349524 loss_bbox_dn: 0.098362 loss_giou_dn: 0.374727 loss_class_aux_dn: 1.863366 loss_bbox_aux_dn: 0.612563 loss_giou_aux_dn: 2.146610 loss: 15.477609 eta: 42 days, 6:30:48 batch_cost: 1.0605 data_cost: 0.0013 ips: 7.5434 images/s
[08/11 04:40:35] ppdet.engine INFO: Epoch: [10] [47600/54024] learning_rate: 0.000100 loss_class: 0.718309 loss_bbox: 0.109101 loss_giou: 0.496903 loss_class_aux: 4.405033 loss_bbox_aux: 0.706233 loss_giou_aux: 3.140553 loss_class_dn: 0.348397 loss_bbox_dn: 0.096875 loss_giou_dn: 0.373553 loss_class_aux_dn: 1.877648 loss_bbox_aux_dn: 0.603284 loss_giou_aux_dn: 2.173881 loss: 15.594368 eta: 42 days, 6:28:15 batch_cost: 1.0725 data_cost: 0.0013 ips: 7.4593 images/s
[08/11 04:42:28] ppdet.engine INFO: Epoch: [10] [47700/54024] learning_rate: 0.000100 loss_class: 0.747766 loss_bbox: 0.109558 loss_giou: 0.489613 loss_class_aux: 4.639275 loss_bbox_aux: 0.715738 loss_giou_aux: 3.175178 loss_class_dn: 0.346200 loss_bbox_dn: 0.095299 loss_giou_dn: 0.395657 loss_class_aux_dn: 1.850278 loss_bbox_aux_dn: 0.597673 loss_giou_aux_dn: 2.257147 loss: 15.273506 eta: 42 days, 6:25:51 batch_cost: 1.0795 data_cost: 0.0013 ips: 7.4106 images/s
[08/11 04:44:32] ppdet.engine INFO: Epoch: [10] [47800/54024] learning_rate: 0.000100 loss_class: 0.671817 loss_bbox: 0.105331 loss_giou: 0.534948 loss_class_aux: 4.208721 loss_bbox_aux: 0.698526 loss_giou_aux: 3.358473 loss_class_dn: 0.361417 loss_bbox_dn: 0.099084 loss_giou_dn: 0.391740 loss_class_aux_dn: 1.927751 loss_bbox_aux_dn: 0.613515 loss_giou_aux_dn: 2.235238 loss: 15.938858 eta: 42 days, 6:25:49 batch_cost: 1.1932 data_cost: 0.0014 ips: 6.7047 images/s
[08/11 04:46:24] ppdet.engine INFO: Epoch: [10] [47900/54024] learning_rate: 0.000100 loss_class: 0.688190 loss_bbox: 0.104056 loss_giou: 0.442118 loss_class_aux: 4.206860 loss_bbox_aux: 0.665763 loss_giou_aux: 2.817792 loss_class_dn: 0.327779 loss_bbox_dn: 0.101576 loss_giou_dn: 0.346344 loss_class_aux_dn: 1.752618 loss_bbox_aux_dn: 0.629244 loss_giou_aux_dn: 1.971225 loss: 14.555218 eta: 42 days, 6:23:07 batch_cost: 1.0649 data_cost: 0.0014 ips: 7.5125 images/s
[08/11 04:48:25] ppdet.engine INFO: Epoch: [10] [48000/54024] learning_rate: 0.000100 loss_class: 0.635079 loss_bbox: 0.098188 loss_giou: 0.439066 loss_class_aux: 3.873722 loss_bbox_aux: 0.651356 loss_giou_aux: 2.688028 loss_class_dn: 0.307356 loss_bbox_dn: 0.091308 loss_giou_dn: 0.335512 loss_class_aux_dn: 1.650396 loss_bbox_aux_dn: 0.579640 loss_giou_aux_dn: 1.927476 loss: 13.799437 eta: 42 days, 6:22:19 batch_cost: 1.1562 data_cost: 0.0013 ips: 6.9192 images/s
[08/11 04:50:21] ppdet.engine INFO: Epoch: [10] [48100/54024] learning_rate: 0.000100 loss_class: 0.682388 loss_bbox: 0.107590 loss_giou: 0.477495 loss_class_aux: 4.209150 loss_bbox_aux: 0.675058 loss_giou_aux: 2.977435 loss_class_dn: 0.339880 loss_bbox_dn: 0.094278 loss_giou_dn: 0.357018 loss_class_aux_dn: 1.812837 loss_bbox_aux_dn: 0.582727 loss_giou_aux_dn: 2.065834 loss: 14.616297 eta: 42 days, 6:20:32 batch_cost: 1.1087 data_cost: 0.0013 ips: 7.2157 images/s
[08/11 04:52:13] ppdet.engine INFO: Epoch: [10] [48200/54024] learning_rate: 0.000100 loss_class: 0.659129 loss_bbox: 0.105174 loss_giou: 0.459047 loss_class_aux: 4.032922 loss_bbox_aux: 0.676651 loss_giou_aux: 2.887374 loss_class_dn: 0.317057 loss_bbox_dn: 0.096131 loss_giou_dn: 0.357959 loss_class_aux_dn: 1.717927 loss_bbox_aux_dn: 0.589244 loss_giou_aux_dn: 2.002662 loss: 14.142731 eta: 42 days, 6:17:57 batch_cost: 1.0708 data_cost: 0.0020 ips: 7.4712 images/s
[08/11 04:54:08] ppdet.engine INFO: Epoch: [10] [48300/54024] learning_rate: 0.000100 loss_class: 0.712024 loss_bbox: 0.108876 loss_giou: 0.521675 loss_class_aux: 4.390092 loss_bbox_aux: 0.705341 loss_giou_aux: 3.264701 loss_class_dn: 0.358863 loss_bbox_dn: 0.091928 loss_giou_dn: 0.384170 loss_class_aux_dn: 1.909108 loss_bbox_aux_dn: 0.583854 loss_giou_aux_dn: 2.227810 loss: 15.685105 eta: 42 days, 6:16:01 batch_cost: 1.1011 data_cost: 0.0013 ips: 7.2655 images/s
[08/11 04:55:58] ppdet.engine INFO: Epoch: [10] [48400/54024] learning_rate: 0.000100 loss_class: 0.699810 loss_bbox: 0.107052 loss_giou: 0.500226 loss_class_aux: 4.394113 loss_bbox_aux: 0.717704 loss_giou_aux: 3.096998 loss_class_dn: 0.365157 loss_bbox_dn: 0.099992 loss_giou_dn: 0.368867 loss_class_aux_dn: 1.984102 loss_bbox_aux_dn: 0.609045 loss_giou_aux_dn: 2.113776 loss: 15.196897 eta: 42 days, 6:12:51 batch_cost: 1.0428 data_cost: 0.0013 ips: 7.6717 images/s
[08/11 04:57:54] ppdet.engine INFO: Epoch: [10] [48500/54024] learning_rate: 0.000100 loss_class: 0.704442 loss_bbox: 0.107333 loss_giou: 0.482297 loss_class_aux: 4.266166 loss_bbox_aux: 0.689735 loss_giou_aux: 3.005125 loss_class_dn: 0.341557 loss_bbox_dn: 0.095905 loss_giou_dn: 0.387888 loss_class_aux_dn: 1.838216 loss_bbox_aux_dn: 0.599568 loss_giou_aux_dn: 2.187262 loss: 14.843201 eta: 42 days, 6:11:08 batch_cost: 1.1118 data_cost: 0.0013 ips: 7.1955 images/s
[08/11 04:59:47] ppdet.engine INFO: Epoch: [10] [48600/54024] learning_rate: 0.000100 loss_class: 0.667355 loss_bbox: 0.111647 loss_giou: 0.475212 loss_class_aux: 4.184705 loss_bbox_aux: 0.701777 loss_giou_aux: 3.005919 loss_class_dn: 0.331874 loss_bbox_dn: 0.102136 loss_giou_dn: 0.376215 loss_class_aux_dn: 1.790774 loss_bbox_aux_dn: 0.620063 loss_giou_aux_dn: 2.114012 loss: 14.725818 eta: 42 days, 6:08:37 batch_cost: 1.0738 data_cost: 0.0013 ips: 7.4500 images/s
[08/11 05:01:38] ppdet.engine INFO: Epoch: [10] [48700/54024] learning_rate: 0.000100 loss_class: 0.689856 loss_bbox: 0.114530 loss_giou: 0.488422 loss_class_aux: 4.292382 loss_bbox_aux: 0.754552 loss_giou_aux: 3.053748 loss_class_dn: 0.340446 loss_bbox_dn: 0.107379 loss_giou_dn: 0.362018 loss_class_aux_dn: 1.843313 loss_bbox_aux_dn: 0.653382 loss_giou_aux_dn: 2.085969 loss: 15.027731 eta: 42 days, 6:05:52 batch_cost: 1.0623 data_cost: 0.0014 ips: 7.5306 images/s
[08/11 05:03:40] ppdet.engine INFO: Epoch: [10] [48800/54024] learning_rate: 0.000100 loss_class: 0.721904 loss_bbox: 0.108031 loss_giou: 0.533728 loss_class_aux: 4.432172 loss_bbox_aux: 0.703861 loss_giou_aux: 3.245100 loss_class_dn: 0.340286 loss_bbox_dn: 0.101280 loss_giou_dn: 0.375846 loss_class_aux_dn: 1.848938 loss_bbox_aux_dn: 0.611349 loss_giou_aux_dn: 2.094480 loss: 15.158834 eta: 42 days, 6:05:23 batch_cost: 1.1722 data_cost: 0.0576 ips: 6.8248 images/s
[08/11 05:05:30] ppdet.engine INFO: Epoch: [10] [48900/54024] learning_rate: 0.000100 loss_class: 0.735965 loss_bbox: 0.116195 loss_giou: 0.544769 loss_class_aux: 4.579443 loss_bbox_aux: 0.758961 loss_giou_aux: 3.414292 loss_class_dn: 0.376244 loss_bbox_dn: 0.096190 loss_giou_dn: 0.417577 loss_class_aux_dn: 2.040008 loss_bbox_aux_dn: 0.590142 loss_giou_aux_dn: 2.349441 loss: 15.778600 eta: 42 days, 6:02:21 batch_cost: 1.0479 data_cost: 0.0013 ips: 7.6340 images/s
[08/11 05:07:26] ppdet.engine INFO: Epoch: [10] [49000/54024] learning_rate: 0.000100 loss_class: 0.686805 loss_bbox: 0.105913 loss_giou: 0.509277 loss_class_aux: 4.166465 loss_bbox_aux: 0.701157 loss_giou_aux: 3.138113 loss_class_dn: 0.350058 loss_bbox_dn: 0.099858 loss_giou_dn: 0.375497 loss_class_aux_dn: 1.916802 loss_bbox_aux_dn: 0.617251 loss_giou_aux_dn: 2.157490 loss: 15.085706 eta: 42 days, 6:00:33 batch_cost: 1.1087 data_cost: 0.0014 ips: 7.2158 images/s
[08/11 05:09:20] ppdet.engine INFO: Epoch: [10] [49100/54024] learning_rate: 0.000100 loss_class: 0.676113 loss_bbox: 0.101889 loss_giou: 0.445398 loss_class_aux: 4.228796 loss_bbox_aux: 0.664473 loss_giou_aux: 2.805450 loss_class_dn: 0.332695 loss_bbox_dn: 0.098237 loss_giou_dn: 0.356289 loss_class_aux_dn: 1.800490 loss_bbox_aux_dn: 0.611521 loss_giou_aux_dn: 2.072793 loss: 14.464219 eta: 42 days, 5:58:20 batch_cost: 1.0878 data_cost: 0.0013 ips: 7.3542 images/s
[08/11 05:11:20] ppdet.engine INFO: Epoch: [10] [49200/54024] learning_rate: 0.000100 loss_class: 0.680514 loss_bbox: 0.109159 loss_giou: 0.488320 loss_class_aux: 4.194507 loss_bbox_aux: 0.726132 loss_giou_aux: 3.052027 loss_class_dn: 0.341990 loss_bbox_dn: 0.100090 loss_giou_dn: 0.358797 loss_class_aux_dn: 1.828551 loss_bbox_aux_dn: 0.590554 loss_giou_aux_dn: 2.082169 loss: 14.739874 eta: 42 days, 5:57:19 batch_cost: 1.1459 data_cost: 0.0317 ips: 6.9817 images/s
[08/11 05:13:09] ppdet.engine INFO: Epoch: [10] [49300/54024] learning_rate: 0.000100 loss_class: 0.743008 loss_bbox: 0.116778 loss_giou: 0.551190 loss_class_aux: 4.603428 loss_bbox_aux: 0.760315 loss_giou_aux: 3.386813 loss_class_dn: 0.373241 loss_bbox_dn: 0.106338 loss_giou_dn: 0.394497 loss_class_aux_dn: 2.017839 loss_bbox_aux_dn: 0.644971 loss_giou_aux_dn: 2.271602 loss: 16.173127 eta: 42 days, 5:54:09 batch_cost: 1.0425 data_cost: 0.0015 ips: 7.6742 images/s
[08/11 05:15:11] ppdet.engine INFO: Epoch: [10] [49400/54024] learning_rate: 0.000100 loss_class: 0.699327 loss_bbox: 0.106094 loss_giou: 0.498144 loss_class_aux: 4.306727 loss_bbox_aux: 0.696435 loss_giou_aux: 3.122332 loss_class_dn: 0.356678 loss_bbox_dn: 0.102023 loss_giou_dn: 0.385973 loss_class_aux_dn: 1.928354 loss_bbox_aux_dn: 0.633819 loss_giou_aux_dn: 2.191165 loss: 15.626178 eta: 42 days, 5:53:35 batch_cost: 1.1677 data_cost: 0.0487 ips: 6.8511 images/s
[08/11 05:17:27] ppdet.engine INFO: Epoch: [10] [49500/54024] learning_rate: 0.000100 loss_class: 0.672416 loss_bbox: 0.102308 loss_giou: 0.460602 loss_class_aux: 4.139993 loss_bbox_aux: 0.666141 loss_giou_aux: 2.883275 loss_class_dn: 0.336972 loss_bbox_dn: 0.099701 loss_giou_dn: 0.362800 loss_class_aux_dn: 1.807442 loss_bbox_aux_dn: 0.611823 loss_giou_aux_dn: 2.037805 loss: 14.307995 eta: 42 days, 5:55:52 batch_cost: 1.3051 data_cost: 0.0013 ips: 6.1297 images/s
[08/11 05:19:26] ppdet.engine INFO: Epoch: [10] [49600/54024] learning_rate: 0.000100 loss_class: 0.616779 loss_bbox: 0.094197 loss_giou: 0.439443 loss_class_aux: 3.862604 loss_bbox_aux: 0.613626 loss_giou_aux: 2.720166 loss_class_dn: 0.301101 loss_bbox_dn: 0.090343 loss_giou_dn: 0.329732 loss_class_aux_dn: 1.655962 loss_bbox_aux_dn: 0.561723 loss_giou_aux_dn: 1.928935 loss: 13.337953 eta: 42 days, 5:54:45 batch_cost: 1.1408 data_cost: 0.0013 ips: 7.0126 images/s
[08/11 05:21:20] ppdet.engine INFO: Epoch: [10] [49700/54024] learning_rate: 0.000100 loss_class: 0.689736 loss_bbox: 0.101370 loss_giou: 0.499735 loss_class_aux: 4.308581 loss_bbox_aux: 0.647381 loss_giou_aux: 3.083703 loss_class_dn: 0.350870 loss_bbox_dn: 0.092193 loss_giou_dn: 0.362025 loss_class_aux_dn: 1.881923 loss_bbox_aux_dn: 0.567249 loss_giou_aux_dn: 2.106716 loss: 15.059106 eta: 42 days, 5:52:33 batch_cost: 1.0895 data_cost: 0.0014 ips: 7.3431 images/s
[08/11 05:23:17] ppdet.engine INFO: Epoch: [10] [49800/54024] learning_rate: 0.000100 loss_class: 0.681761 loss_bbox: 0.111964 loss_giou: 0.471316 loss_class_aux: 4.227083 loss_bbox_aux: 0.737338 loss_giou_aux: 2.944901 loss_class_dn: 0.344938 loss_bbox_dn: 0.097086 loss_giou_dn: 0.366662 loss_class_aux_dn: 1.847312 loss_bbox_aux_dn: 0.601912 loss_giou_aux_dn: 2.098734 loss: 15.179241 eta: 42 days, 5:51:01 batch_cost: 1.1206 data_cost: 0.0391 ips: 7.1393 images/s
[08/11 05:25:13] ppdet.engine INFO: Epoch: [10] [49900/54024] learning_rate: 0.000100 loss_class: 0.680254 loss_bbox: 0.110001 loss_giou: 0.468968 loss_class_aux: 4.202642 loss_bbox_aux: 0.711595 loss_giou_aux: 2.904536 loss_class_dn: 0.339251 loss_bbox_dn: 0.101742 loss_giou_dn: 0.349648 loss_class_aux_dn: 1.830998 loss_bbox_aux_dn: 0.628538 loss_giou_aux_dn: 2.001819 loss: 14.742499 eta: 42 days, 5:49:12 batch_cost: 1.1079 data_cost: 0.0014 ips: 7.2211 images/s
[08/11 05:27:04] ppdet.engine INFO: Epoch: [10] [50000/54024] learning_rate: 0.000100 loss_class: 0.731698 loss_bbox: 0.114210 loss_giou: 0.535373 loss_class_aux: 4.454320 loss_bbox_aux: 0.730136 loss_giou_aux: 3.375369 loss_class_dn: 0.376706 loss_bbox_dn: 0.102494 loss_giou_dn: 0.386523 loss_class_aux_dn: 2.019715 loss_bbox_aux_dn: 0.629782 loss_giou_aux_dn: 2.270317 loss: 15.840877 eta: 42 days, 5:46:26 batch_cost: 1.0615 data_cost: 0.0013 ips: 7.5363 images/s
[08/11 05:29:08] ppdet.engine INFO: Epoch: [10] [50100/54024] learning_rate: 0.000100 loss_class: 0.656595 loss_bbox: 0.104245 loss_giou: 0.479333 loss_class_aux: 4.049037 loss_bbox_aux: 0.673581 loss_giou_aux: 2.983848 loss_class_dn: 0.319183 loss_bbox_dn: 0.095013 loss_giou_dn: 0.340770 loss_class_aux_dn: 1.739743 loss_bbox_aux_dn: 0.581360 loss_giou_aux_dn: 1.990539 loss: 13.717507 eta: 42 days, 5:45:57 batch_cost: 1.1721 data_cost: 0.0499 ips: 6.8253 images/s
[08/11 05:31:12] ppdet.engine INFO: Epoch: [10] [50200/54024] learning_rate: 0.000100 loss_class: 0.687043 loss_bbox: 0.099612 loss_giou: 0.417573 loss_class_aux: 4.114901 loss_bbox_aux: 0.655540 loss_giou_aux: 2.637207 loss_class_dn: 0.327124 loss_bbox_dn: 0.094721 loss_giou_dn: 0.342240 loss_class_aux_dn: 1.750753 loss_bbox_aux_dn: 0.602391 loss_giou_aux_dn: 1.950956 loss: 13.872278 eta: 42 days, 5:45:50 batch_cost: 1.1895 data_cost: 0.1167 ips: 6.7252 images/s
[08/11 05:33:11] ppdet.engine INFO: Epoch: [10] [50300/54024] learning_rate: 0.000100 loss_class: 0.658283 loss_bbox: 0.100497 loss_giou: 0.483075 loss_class_aux: 4.077302 loss_bbox_aux: 0.659883 loss_giou_aux: 3.038191 loss_class_dn: 0.311342 loss_bbox_dn: 0.091830 loss_giou_dn: 0.356159 loss_class_aux_dn: 1.665643 loss_bbox_aux_dn: 0.606468 loss_giou_aux_dn: 2.043590 loss: 13.695375 eta: 42 days, 5:44:37 batch_cost: 1.1367 data_cost: 0.0013 ips: 7.0381 images/s
[08/11 05:35:03] ppdet.engine INFO: Epoch: [10] [50400/54024] learning_rate: 0.000100 loss_class: 0.701690 loss_bbox: 0.107685 loss_giou: 0.481834 loss_class_aux: 4.377635 loss_bbox_aux: 0.716049 loss_giou_aux: 2.998053 loss_class_dn: 0.345277 loss_bbox_dn: 0.097397 loss_giou_dn: 0.376796 loss_class_aux_dn: 1.855321 loss_bbox_aux_dn: 0.590472 loss_giou_aux_dn: 2.146312 loss: 15.426681 eta: 42 days, 5:42:06 batch_cost: 1.0729 data_cost: 0.0013 ips: 7.4561 images/s
[08/11 05:36:58] ppdet.engine INFO: Epoch: [10] [50500/54024] learning_rate: 0.000100 loss_class: 0.708604 loss_bbox: 0.108519 loss_giou: 0.485514 loss_class_aux: 4.420499 loss_bbox_aux: 0.698971 loss_giou_aux: 3.037989 loss_class_dn: 0.340217 loss_bbox_dn: 0.092345 loss_giou_dn: 0.365075 loss_class_aux_dn: 1.826480 loss_bbox_aux_dn: 0.577044 loss_giou_aux_dn: 2.061631 loss: 14.975335 eta: 42 days, 5:40:05 batch_cost: 1.0982 data_cost: 0.0015 ips: 7.2845 images/s
[08/11 05:38:51] ppdet.engine INFO: Epoch: [10] [50600/54024] learning_rate: 0.000100 loss_class: 0.677484 loss_bbox: 0.104959 loss_giou: 0.465423 loss_class_aux: 4.239235 loss_bbox_aux: 0.679898 loss_giou_aux: 2.892622 loss_class_dn: 0.337861 loss_bbox_dn: 0.101999 loss_giou_dn: 0.347041 loss_class_aux_dn: 1.827520 loss_bbox_aux_dn: 0.627495 loss_giou_aux_dn: 1.987311 loss: 14.272459 eta: 42 days, 5:37:44 batch_cost: 1.0813 data_cost: 0.0013 ips: 7.3986 images/s
[08/11 05:40:48] ppdet.engine INFO: Epoch: [10] [50700/54024] learning_rate: 0.000100 loss_class: 0.667049 loss_bbox: 0.101228 loss_giou: 0.464658 loss_class_aux: 4.155193 loss_bbox_aux: 0.655135 loss_giou_aux: 2.889309 loss_class_dn: 0.334887 loss_bbox_dn: 0.102331 loss_giou_dn: 0.348943 loss_class_aux_dn: 1.828346 loss_bbox_aux_dn: 0.622906 loss_giou_aux_dn: 2.031173 loss: 14.483855 eta: 42 days, 5:36:07 batch_cost: 1.1172 data_cost: 0.0013 ips: 7.1608 images/s
[08/11 05:42:45] ppdet.engine INFO: Epoch: [10] [50800/54024] learning_rate: 0.000100 loss_class: 0.667534 loss_bbox: 0.107127 loss_giou: 0.495894 loss_class_aux: 4.224601 loss_bbox_aux: 0.684834 loss_giou_aux: 3.052304 loss_class_dn: 0.339018 loss_bbox_dn: 0.095289 loss_giou_dn: 0.375218 loss_class_aux_dn: 1.810474 loss_bbox_aux_dn: 0.608993 loss_giou_aux_dn: 2.124788 loss: 14.993012 eta: 42 days, 5:34:27 batch_cost: 1.1153 data_cost: 0.0129 ips: 7.1731 images/s
[08/11 05:44:40] ppdet.engine INFO: Epoch: [10] [50900/54024] learning_rate: 0.000100 loss_class: 0.735377 loss_bbox: 0.106345 loss_giou: 0.491314 loss_class_aux: 4.559428 loss_bbox_aux: 0.704170 loss_giou_aux: 3.086084 loss_class_dn: 0.357940 loss_bbox_dn: 0.103343 loss_giou_dn: 0.381088 loss_class_aux_dn: 1.899512 loss_bbox_aux_dn: 0.650944 loss_giou_aux_dn: 2.192024 loss: 15.374989 eta: 42 days, 5:32:30 batch_cost: 1.1006 data_cost: 0.0082 ips: 7.2688 images/s
[08/11 05:46:40] ppdet.engine INFO: Epoch: [10] [51000/54024] learning_rate: 0.000100 loss_class: 0.692358 loss_bbox: 0.107833 loss_giou: 0.470189 loss_class_aux: 4.263245 loss_bbox_aux: 0.700771 loss_giou_aux: 2.948710 loss_class_dn: 0.351208 loss_bbox_dn: 0.092024 loss_giou_dn: 0.358551 loss_class_aux_dn: 1.930515 loss_bbox_aux_dn: 0.587790 loss_giou_aux_dn: 2.063131 loss: 15.072505 eta: 42 days, 5:31:36 batch_cost: 1.1519 data_cost: 0.0013 ips: 6.9450 images/s
[08/11 05:48:33] ppdet.engine INFO: Epoch: [10] [51100/54024] learning_rate: 0.000100 loss_class: 0.715348 loss_bbox: 0.111074 loss_giou: 0.463660 loss_class_aux: 4.432317 loss_bbox_aux: 0.732942 loss_giou_aux: 2.878931 loss_class_dn: 0.355982 loss_bbox_dn: 0.100774 loss_giou_dn: 0.370302 loss_class_aux_dn: 1.919279 loss_bbox_aux_dn: 0.618459 loss_giou_aux_dn: 2.153767 loss: 15.205464 eta: 42 days, 5:29:11 batch_cost: 1.0782 data_cost: 0.0013 ips: 7.4195 images/s
[08/11 05:50:33] ppdet.engine INFO: Epoch: [10] [51200/54024] learning_rate: 0.000100 loss_class: 0.707745 loss_bbox: 0.113922 loss_giou: 0.520157 loss_class_aux: 4.405282 loss_bbox_aux: 0.762690 loss_giou_aux: 3.246980 loss_class_dn: 0.359978 loss_bbox_dn: 0.104977 loss_giou_dn: 0.397809 loss_class_aux_dn: 1.948475 loss_bbox_aux_dn: 0.630323 loss_giou_aux_dn: 2.268015 loss: 15.656080 eta: 42 days, 5:28:05 batch_cost: 1.1426 data_cost: 0.0013 ips: 7.0018 images/s
[08/11 05:52:31] ppdet.engine INFO: Epoch: [10] [51300/54024] learning_rate: 0.000100 loss_class: 0.640987 loss_bbox: 0.098741 loss_giou: 0.446739 loss_class_aux: 3.979941 loss_bbox_aux: 0.648834 loss_giou_aux: 2.794619 loss_class_dn: 0.317650 loss_bbox_dn: 0.093389 loss_giou_dn: 0.346475 loss_class_aux_dn: 1.720297 loss_bbox_aux_dn: 0.577325 loss_giou_aux_dn: 1.968449 loss: 13.991164 eta: 42 days, 5:26:48 batch_cost: 1.1332 data_cost: 0.0014 ips: 7.0597 images/s
[08/11 05:54:38] ppdet.engine INFO: Epoch: [10] [51400/54024] learning_rate: 0.000100 loss_class: 0.665345 loss_bbox: 0.103559 loss_giou: 0.448849 loss_class_aux: 4.165033 loss_bbox_aux: 0.674451 loss_giou_aux: 2.790665 loss_class_dn: 0.330278 loss_bbox_dn: 0.102752 loss_giou_dn: 0.345359 loss_class_aux_dn: 1.771326 loss_bbox_aux_dn: 0.620135 loss_giou_aux_dn: 1.997834 loss: 14.205843 eta: 42 days, 5:27:17 batch_cost: 1.2197 data_cost: 0.0013 ips: 6.5591 images/s
[08/11 05:56:34] ppdet.engine INFO: Epoch: [10] [51500/54024] learning_rate: 0.000100 loss_class: 0.681096 loss_bbox: 0.105372 loss_giou: 0.453505 loss_class_aux: 4.351411 loss_bbox_aux: 0.682624 loss_giou_aux: 2.821874 loss_class_dn: 0.345200 loss_bbox_dn: 0.097837 loss_giou_dn: 0.356780 loss_class_aux_dn: 1.863751 loss_bbox_aux_dn: 0.606041 loss_giou_aux_dn: 2.071800 loss: 15.013264 eta: 42 days, 5:25:22 batch_cost: 1.1023 data_cost: 0.0013 ips: 7.2575 images/s
[08/11 05:58:29] ppdet.engine INFO: Epoch: [10] [51600/54024] learning_rate: 0.000100 loss_class: 0.654625 loss_bbox: 0.111887 loss_giou: 0.467969 loss_class_aux: 4.036086 loss_bbox_aux: 0.702603 loss_giou_aux: 2.934713 loss_class_dn: 0.335563 loss_bbox_dn: 0.094609 loss_giou_dn: 0.369201 loss_class_aux_dn: 1.801880 loss_bbox_aux_dn: 0.595815 loss_giou_aux_dn: 2.079187 loss: 14.628263 eta: 42 days, 5:23:22 batch_cost: 1.0988 data_cost: 0.0013 ips: 7.2807 images/s
[08/11 06:00:24] ppdet.engine INFO: Epoch: [10] [51700/54024] learning_rate: 0.000100 loss_class: 0.691454 loss_bbox: 0.104018 loss_giou: 0.505270 loss_class_aux: 4.285555 loss_bbox_aux: 0.676449 loss_giou_aux: 3.148947 loss_class_dn: 0.343049 loss_bbox_dn: 0.098663 loss_giou_dn: 0.372915 loss_class_aux_dn: 1.854106 loss_bbox_aux_dn: 0.599482 loss_giou_aux_dn: 2.140863 loss: 14.539847 eta: 42 days, 5:21:30 batch_cost: 1.1050 data_cost: 0.0014 ips: 7.2399 images/s
[08/11 06:02:20] ppdet.engine INFO: Epoch: [10] [51800/54024] learning_rate: 0.000100 loss_class: 0.709228 loss_bbox: 0.113098 loss_giou: 0.484449 loss_class_aux: 4.392593 loss_bbox_aux: 0.737637 loss_giou_aux: 3.034962 loss_class_dn: 0.343006 loss_bbox_dn: 0.110822 loss_giou_dn: 0.361175 loss_class_aux_dn: 1.835775 loss_bbox_aux_dn: 0.684391 loss_giou_aux_dn: 2.072331 loss: 14.945642 eta: 42 days, 5:19:33 batch_cost: 1.1013 data_cost: 0.0013 ips: 7.2643 images/s
[08/11 06:04:17] ppdet.engine INFO: Epoch: [10] [51900/54024] learning_rate: 0.000100 loss_class: 0.696177 loss_bbox: 0.109040 loss_giou: 0.493072 loss_class_aux: 4.295848 loss_bbox_aux: 0.703270 loss_giou_aux: 3.073287 loss_class_dn: 0.359769 loss_bbox_dn: 0.102731 loss_giou_dn: 0.365093 loss_class_aux_dn: 1.925336 loss_bbox_aux_dn: 0.618103 loss_giou_aux_dn: 2.140930 loss: 15.207490 eta: 42 days, 5:18:07 batch_cost: 1.1267 data_cost: 0.0198 ips: 7.1003 images/s
[08/11 06:06:08] ppdet.engine INFO: Epoch: [10] [52000/54024] learning_rate: 0.000100 loss_class: 0.668251 loss_bbox: 0.114144 loss_giou: 0.540188 loss_class_aux: 4.153905 loss_bbox_aux: 0.734652 loss_giou_aux: 3.356784 loss_class_dn: 0.337856 loss_bbox_dn: 0.095019 loss_giou_dn: 0.396076 loss_class_aux_dn: 1.810426 loss_bbox_aux_dn: 0.594068 loss_giou_aux_dn: 2.221152 loss: 14.572145 eta: 42 days, 5:15:17 batch_cost: 1.0578 data_cost: 0.0013 ips: 7.5628 images/s
[08/11 06:08:01] ppdet.engine INFO: Epoch: [10] [52100/54024] learning_rate: 0.000100 loss_class: 0.668678 loss_bbox: 0.109370 loss_giou: 0.469781 loss_class_aux: 4.221831 loss_bbox_aux: 0.687529 loss_giou_aux: 2.903868 loss_class_dn: 0.327524 loss_bbox_dn: 0.095458 loss_giou_dn: 0.356432 loss_class_aux_dn: 1.765999 loss_bbox_aux_dn: 0.593944 loss_giou_aux_dn: 2.041759 loss: 14.254380 eta: 42 days, 5:12:51 batch_cost: 1.0770 data_cost: 0.0013 ips: 7.4280 images/s
[08/11 06:09:57] ppdet.engine INFO: Epoch: [10] [52200/54024] learning_rate: 0.000100 loss_class: 0.681201 loss_bbox: 0.112112 loss_giou: 0.484835 loss_class_aux: 4.233620 loss_bbox_aux: 0.736724 loss_giou_aux: 3.051593 loss_class_dn: 0.348034 loss_bbox_dn: 0.097744 loss_giou_dn: 0.362729 loss_class_aux_dn: 1.893005 loss_bbox_aux_dn: 0.612365 loss_giou_aux_dn: 2.077218 loss: 15.032527 eta: 42 days, 5:11:02 batch_cost: 1.1077 data_cost: 0.0013 ips: 7.2221 images/s
[08/11 06:11:58] ppdet.engine INFO: Epoch: [10] [52300/54024] learning_rate: 0.000100 loss_class: 0.681739 loss_bbox: 0.112313 loss_giou: 0.477499 loss_class_aux: 4.227366 loss_bbox_aux: 0.726256 loss_giou_aux: 2.953014 loss_class_dn: 0.348357 loss_bbox_dn: 0.095743 loss_giou_dn: 0.363936 loss_class_aux_dn: 1.871827 loss_bbox_aux_dn: 0.590340 loss_giou_aux_dn: 2.085693 loss: 15.504196 eta: 42 days, 5:10:12 batch_cost: 1.1557 data_cost: 0.0131 ips: 6.9221 images/s
[08/11 06:13:59] ppdet.engine INFO: Epoch: [10] [52400/54024] learning_rate: 0.000100 loss_class: 0.679737 loss_bbox: 0.112019 loss_giou: 0.522793 loss_class_aux: 4.166894 loss_bbox_aux: 0.725458 loss_giou_aux: 3.211394 loss_class_dn: 0.343371 loss_bbox_dn: 0.095246 loss_giou_dn: 0.380035 loss_class_aux_dn: 1.849372 loss_bbox_aux_dn: 0.593484 loss_giou_aux_dn: 2.229681 loss: 15.172068 eta: 42 days, 5:09:18 batch_cost: 1.1519 data_cost: 0.0013 ips: 6.9452 images/s
[08/11 06:16:04] ppdet.engine INFO: Epoch: [10] [52500/54024] learning_rate: 0.000100 loss_class: 0.665117 loss_bbox: 0.111250 loss_giou: 0.462966 loss_class_aux: 4.151579 loss_bbox_aux: 0.702188 loss_giou_aux: 2.929612 loss_class_dn: 0.325666 loss_bbox_dn: 0.095622 loss_giou_dn: 0.359256 loss_class_aux_dn: 1.768293 loss_bbox_aux_dn: 0.597722 loss_giou_aux_dn: 2.074158 loss: 14.271207 eta: 42 days, 5:09:29 batch_cost: 1.2052 data_cost: 0.0014 ips: 6.6381 images/s
[08/11 06:17:57] ppdet.engine INFO: Epoch: [10] [52600/54024] learning_rate: 0.000100 loss_class: 0.708950 loss_bbox: 0.107226 loss_giou: 0.516412 loss_class_aux: 4.372725 loss_bbox_aux: 0.688298 loss_giou_aux: 3.256673 loss_class_dn: 0.353818 loss_bbox_dn: 0.094662 loss_giou_dn: 0.387401 loss_class_aux_dn: 1.885988 loss_bbox_aux_dn: 0.585955 loss_giou_aux_dn: 2.235154 loss: 15.586130 eta: 42 days, 5:07:05 batch_cost: 1.0793 data_cost: 0.0013 ips: 7.4125 images/s
[08/11 06:19:59] ppdet.engine INFO: Epoch: [10] [52700/54024] learning_rate: 0.000100 loss_class: 0.649144 loss_bbox: 0.105532 loss_giou: 0.492533 loss_class_aux: 4.079122 loss_bbox_aux: 0.653647 loss_giou_aux: 3.032923 loss_class_dn: 0.326415 loss_bbox_dn: 0.087630 loss_giou_dn: 0.361867 loss_class_aux_dn: 1.776330 loss_bbox_aux_dn: 0.555301 loss_giou_aux_dn: 2.100679 loss: 14.326982 eta: 42 days, 5:06:26 batch_cost: 1.1645 data_cost: 0.0014 ips: 6.8700 images/s
[08/11 06:22:03] ppdet.engine INFO: Epoch: [10] [52800/54024] learning_rate: 0.000100 loss_class: 0.679001 loss_bbox: 0.107209 loss_giou: 0.487392 loss_class_aux: 4.228712 loss_bbox_aux: 0.692670 loss_giou_aux: 3.038620 loss_class_dn: 0.338482 loss_bbox_dn: 0.100714 loss_giou_dn: 0.363075 loss_class_aux_dn: 1.858886 loss_bbox_aux_dn: 0.621480 loss_giou_aux_dn: 2.085785 loss: 15.136362 eta: 42 days, 5:06:17 batch_cost: 1.1898 data_cost: 0.0014 ips: 6.7238 images/s
[08/11 06:23:58] ppdet.engine INFO: Epoch: [10] [52900/54024] learning_rate: 0.000100 loss_class: 0.685344 loss_bbox: 0.101863 loss_giou: 0.434341 loss_class_aux: 4.248837 loss_bbox_aux: 0.688079 loss_giou_aux: 2.769811 loss_class_dn: 0.335204 loss_bbox_dn: 0.096564 loss_giou_dn: 0.346275 loss_class_aux_dn: 1.821667 loss_bbox_aux_dn: 0.607378 loss_giou_aux_dn: 1.952067 loss: 14.626111 eta: 42 days, 5:04:21 batch_cost: 1.1016 data_cost: 0.0247 ips: 7.2622 images/s
[08/11 06:25:50] ppdet.engine INFO: Epoch: [10] [53000/54024] learning_rate: 0.000100 loss_class: 0.678698 loss_bbox: 0.106765 loss_giou: 0.539913 loss_class_aux: 4.293669 loss_bbox_aux: 0.683308 loss_giou_aux: 3.434417 loss_class_dn: 0.346203 loss_bbox_dn: 0.093529 loss_giou_dn: 0.379384 loss_class_aux_dn: 1.872882 loss_bbox_aux_dn: 0.596654 loss_giou_aux_dn: 2.194166 loss: 15.032687 eta: 42 days, 5:01:41 batch_cost: 1.0663 data_cost: 0.0013 ips: 7.5025 images/s
[08/11 06:27:47] ppdet.engine INFO: Epoch: [10] [53100/54024] learning_rate: 0.000100 loss_class: 0.697311 loss_bbox: 0.105348 loss_giou: 0.496986 loss_class_aux: 4.388301 loss_bbox_aux: 0.690294 loss_giou_aux: 3.094527 loss_class_dn: 0.349019 loss_bbox_dn: 0.092511 loss_giou_dn: 0.380695 loss_class_aux_dn: 1.884296 loss_bbox_aux_dn: 0.588030 loss_giou_aux_dn: 2.104849 loss: 15.250533 eta: 42 days, 5:00:05 batch_cost: 1.1178 data_cost: 0.0013 ips: 7.1567 images/s
[08/11 06:29:46] ppdet.engine INFO: Epoch: [10] [53200/54024] learning_rate: 0.000100 loss_class: 0.708969 loss_bbox: 0.112448 loss_giou: 0.502685 loss_class_aux: 4.360478 loss_bbox_aux: 0.729089 loss_giou_aux: 3.120228 loss_class_dn: 0.353999 loss_bbox_dn: 0.092131 loss_giou_dn: 0.370764 loss_class_aux_dn: 1.920425 loss_bbox_aux_dn: 0.577494 loss_giou_aux_dn: 2.147837 loss: 15.256756 eta: 42 days, 4:58:52 batch_cost: 1.1372 data_cost: 0.0451 ips: 7.0350 images/s
[08/11 06:31:51] ppdet.engine INFO: Epoch: [10] [53300/54024] learning_rate: 0.000100 loss_class: 0.766816 loss_bbox: 0.115386 loss_giou: 0.538471 loss_class_aux: 4.731541 loss_bbox_aux: 0.733875 loss_giou_aux: 3.369366 loss_class_dn: 0.351782 loss_bbox_dn: 0.104655 loss_giou_dn: 0.390430 loss_class_aux_dn: 1.926475 loss_bbox_aux_dn: 0.639832 loss_giou_aux_dn: 2.234568 loss: 15.914294 eta: 42 days, 4:58:54 batch_cost: 1.1987 data_cost: 0.0949 ips: 6.6741 images/s
[08/11 06:33:55] ppdet.engine INFO: Epoch: [10] [53400/54024] learning_rate: 0.000100 loss_class: 0.682596 loss_bbox: 0.104983 loss_giou: 0.467713 loss_class_aux: 4.242696 loss_bbox_aux: 0.695951 loss_giou_aux: 2.904066 loss_class_dn: 0.329025 loss_bbox_dn: 0.095699 loss_giou_dn: 0.361776 loss_class_aux_dn: 1.789758 loss_bbox_aux_dn: 0.598874 loss_giou_aux_dn: 2.073054 loss: 14.360399 eta: 42 days, 4:58:36 batch_cost: 1.1817 data_cost: 0.0596 ips: 6.7699 images/s
[08/11 06:35:50] ppdet.engine INFO: Epoch: [10] [53500/54024] learning_rate: 0.000100 loss_class: 0.699479 loss_bbox: 0.107514 loss_giou: 0.472537 loss_class_aux: 4.288712 loss_bbox_aux: 0.697646 loss_giou_aux: 2.932046 loss_class_dn: 0.340295 loss_bbox_dn: 0.097324 loss_giou_dn: 0.368819 loss_class_aux_dn: 1.836447 loss_bbox_aux_dn: 0.609296 loss_giou_aux_dn: 2.090931 loss: 14.744166 eta: 42 days, 4:56:41 batch_cost: 1.1032 data_cost: 0.0013 ips: 7.2517 images/s
[08/11 06:37:45] ppdet.engine INFO: Epoch: [10] [53600/54024] learning_rate: 0.000100 loss_class: 0.693990 loss_bbox: 0.105765 loss_giou: 0.486635 loss_class_aux: 4.286606 loss_bbox_aux: 0.705633 loss_giou_aux: 3.031392 loss_class_dn: 0.335392 loss_bbox_dn: 0.099231 loss_giou_dn: 0.371169 loss_class_aux_dn: 1.830316 loss_bbox_aux_dn: 0.641301 loss_giou_aux_dn: 2.132107 loss: 14.517604 eta: 42 days, 4:54:37 batch_cost: 1.0955 data_cost: 0.0013 ips: 7.3023 images/s
[08/11 06:39:36] ppdet.engine INFO: Epoch: [10] [53700/54024] learning_rate: 0.000100 loss_class: 0.688981 loss_bbox: 0.105836 loss_giou: 0.470184 loss_class_aux: 4.247086 loss_bbox_aux: 0.682015 loss_giou_aux: 2.941914 loss_class_dn: 0.336991 loss_bbox_dn: 0.097514 loss_giou_dn: 0.363999 loss_class_aux_dn: 1.846382 loss_bbox_aux_dn: 0.606078 loss_giou_aux_dn: 2.142728 loss: 14.975918 eta: 42 days, 4:51:56 batch_cost: 1.0647 data_cost: 0.0013 ips: 7.5140 images/s
[08/11 06:41:34] ppdet.engine INFO: Epoch: [10] [53800/54024] learning_rate: 0.000100 loss_class: 0.651894 loss_bbox: 0.098749 loss_giou: 0.470221 loss_class_aux: 4.110746 loss_bbox_aux: 0.664847 loss_giou_aux: 2.943749 loss_class_dn: 0.337733 loss_bbox_dn: 0.091789 loss_giou_dn: 0.352634 loss_class_aux_dn: 1.814802 loss_bbox_aux_dn: 0.554895 loss_giou_aux_dn: 2.027313 loss: 14.726450 eta: 42 days, 4:50:24 batch_cost: 1.1216 data_cost: 0.0013 ips: 7.1324 images/s
[08/11 06:43:24] ppdet.engine INFO: Epoch: [10] [53900/54024] learning_rate: 0.000100 loss_class: 0.709512 loss_bbox: 0.114149 loss_giou: 0.496233 loss_class_aux: 4.375260 loss_bbox_aux: 0.739644 loss_giou_aux: 3.071728 loss_class_dn: 0.346170 loss_bbox_dn: 0.104178 loss_giou_dn: 0.383339 loss_class_aux_dn: 1.894489 loss_bbox_aux_dn: 0.635597 loss_giou_aux_dn: 2.191947 loss: 15.034819 eta: 42 days, 4:47:30 batch_cost: 1.0543 data_cost: 0.0013 ips: 7.5877 images/s
[08/11 06:45:18] ppdet.engine INFO: Epoch: [10] [54000/54024] learning_rate: 0.000100 loss_class: 0.706338 loss_bbox: 0.110789 loss_giou: 0.523065 loss_class_aux: 4.348958 loss_bbox_aux: 0.705680 loss_giou_aux: 3.214146 loss_class_dn: 0.355467 loss_bbox_dn: 0.101984 loss_giou_dn: 0.396453 loss_class_aux_dn: 1.935252 loss_bbox_aux_dn: 0.611312 loss_giou_aux_dn: 2.260477 loss: 15.646818 eta: 42 days, 4:45:15 batch_cost: 1.0864 data_cost: 0.0013 ips: 7.3637 images/s
[08/11 06:45:58] ppdet.utils.checkpoint INFO: Save checkpoint: output/rtdetr_r101vd_6x_coco
[08/11 06:45:58] ppdet.engine INFO: Eval iter: 0
[08/11 06:46:24] ppdet.engine INFO: Eval iter: 100
[08/11 06:46:50] ppdet.engine INFO: Eval iter: 200
[08/11 06:47:15] ppdet.engine INFO: Eval iter: 300
[08/11 06:47:41] ppdet.engine INFO: Eval iter: 400
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[08/11 07:36:28] ppdet.metrics.metrics INFO: The bbox result is saved to bbox.json.
loading annotations into memory...
Done (t=5.21s)
creating index...
index created!
[08/11 07:36:34] ppdet.metrics.coco_utils INFO: Start evaluate...
Loading and preparing results...
DONE (t=253.77s)
creating index...
index created!
Running per image evaluation...
Evaluate annotation type *bbox*
DONE (t=2698.04s).
Accumulating evaluation results...
DONE (t=739.47s).
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.366
 Average Precision  (AP) @[ IoU=0.50      | area=   all | maxDets=100 ] = 0.480
 Average Precision  (AP) @[ IoU=0.75      | area=   all | maxDets=100 ] = 0.398
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.168
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.353
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.506
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=  1 ] = 0.295
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets= 10 ] = 0.571
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.617
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.372
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.621
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.781
[08/11 08:39:51] ppdet.engine INFO: Total sample number: 80000, average FPS: 29.46294741492143
[08/11 08:39:51] ppdet.engine INFO: Best test bbox ap is 0.366.
[08/11 08:39:58] ppdet.utils.checkpoint INFO: Save checkpoint: output/rtdetr_r101vd_6x_coco
[08/11 08:40:09] ppdet.engine INFO: Epoch: [11] [    0/54024] learning_rate: 0.000100 loss_class: 0.658708 loss_bbox: 0.111653 loss_giou: 0.536841 loss_class_aux: 4.028260 loss_bbox_aux: 0.709950 loss_giou_aux: 3.321239 loss_class_dn: 0.349292 loss_bbox_dn: 0.097295 loss_giou_dn: 0.396453 loss_class_aux_dn: 1.862257 loss_bbox_aux_dn: 0.591017 loss_giou_aux_dn: 2.245118 loss: 15.030196 eta: 42 days, 4:44:47 batch_cost: 1.0851 data_cost: 0.0021 ips: 7.3729 images/s
[08/11 08:42:20] ppdet.engine INFO: Epoch: [11] [  100/54024] learning_rate: 0.000100 loss_class: 0.686126 loss_bbox: 0.111006 loss_giou: 0.476732 loss_class_aux: 4.309415 loss_bbox_aux: 0.703190 loss_giou_aux: 2.978072 loss_class_dn: 0.346218 loss_bbox_dn: 0.096556 loss_giou_dn: 0.366472 loss_class_aux_dn: 1.880253 loss_bbox_aux_dn: 0.604626 loss_giou_aux_dn: 2.096820 loss: 15.029835 eta: 42 days, 4:45:49 batch_cost: 1.2480 data_cost: 0.0215 ips: 6.4103 images/s
[08/11 08:44:24] ppdet.engine INFO: Epoch: [11] [  200/54024] learning_rate: 0.000100 loss_class: 0.707680 loss_bbox: 0.108753 loss_giou: 0.486275 loss_class_aux: 4.350462 loss_bbox_aux: 0.711968 loss_giou_aux: 3.060496 loss_class_dn: 0.343108 loss_bbox_dn: 0.093864 loss_giou_dn: 0.365475 loss_class_aux_dn: 1.895009 loss_bbox_aux_dn: 0.583925 loss_giou_aux_dn: 2.108397 loss: 15.007662 eta: 42 days, 4:45:38 batch_cost: 1.1885 data_cost: 0.0216 ips: 6.7309 images/s
[08/11 08:46:34] ppdet.engine INFO: Epoch: [11] [  300/54024] learning_rate: 0.000100 loss_class: 0.654377 loss_bbox: 0.110348 loss_giou: 0.453680 loss_class_aux: 4.103605 loss_bbox_aux: 0.715952 loss_giou_aux: 2.839252 loss_class_dn: 0.331333 loss_bbox_dn: 0.100315 loss_giou_dn: 0.357626 loss_class_aux_dn: 1.774520 loss_bbox_aux_dn: 0.625201 loss_giou_aux_dn: 2.075476 loss: 14.823118 eta: 42 days, 4:46:34 batch_cost: 1.2432 data_cost: 0.0014 ips: 6.4352 images/s
[08/11 08:48:28] ppdet.engine INFO: Epoch: [11] [  400/54024] learning_rate: 0.000100 loss_class: 0.696457 loss_bbox: 0.103616 loss_giou: 0.483073 loss_class_aux: 4.331527 loss_bbox_aux: 0.672918 loss_giou_aux: 3.085411 loss_class_dn: 0.345245 loss_bbox_dn: 0.101102 loss_giou_dn: 0.360268 loss_class_aux_dn: 1.883018 loss_bbox_aux_dn: 0.614520 loss_giou_aux_dn: 2.096966 loss: 14.765114 eta: 42 days, 4:44:14 batch_cost: 1.0818 data_cost: 0.0014 ips: 7.3951 images/s
[08/11 08:50:24] ppdet.engine INFO: Epoch: [11] [  500/54024] learning_rate: 0.000100 loss_class: 0.740200 loss_bbox: 0.110483 loss_giou: 0.509809 loss_class_aux: 4.540955 loss_bbox_aux: 0.736122 loss_giou_aux: 3.199744 loss_class_dn: 0.368855 loss_bbox_dn: 0.100658 loss_giou_dn: 0.395372 loss_class_aux_dn: 1.979405 loss_bbox_aux_dn: 0.610666 loss_giou_aux_dn: 2.327047 loss: 15.790820 eta: 42 days, 4:42:17 batch_cost: 1.1017 data_cost: 0.0024 ips: 7.2617 images/s
[08/11 08:52:27] ppdet.engine INFO: Epoch: [11] [  600/54024] learning_rate: 0.000100 loss_class: 0.629712 loss_bbox: 0.094755 loss_giou: 0.452868 loss_class_aux: 3.931737 loss_bbox_aux: 0.630158 loss_giou_aux: 2.873933 loss_class_dn: 0.322406 loss_bbox_dn: 0.086660 loss_giou_dn: 0.340791 loss_class_aux_dn: 1.760726 loss_bbox_aux_dn: 0.545190 loss_giou_aux_dn: 1.954020 loss: 13.766211 eta: 42 days, 4:41:59 batch_cost: 1.1828 data_cost: 0.0331 ips: 6.7634 images/s
[08/11 08:54:27] ppdet.engine INFO: Epoch: [11] [  700/54024] learning_rate: 0.000100 loss_class: 0.731201 loss_bbox: 0.113517 loss_giou: 0.518126 loss_class_aux: 4.576690 loss_bbox_aux: 0.720638 loss_giou_aux: 3.244669 loss_class_dn: 0.366008 loss_bbox_dn: 0.100961 loss_giou_dn: 0.398990 loss_class_aux_dn: 1.991871 loss_bbox_aux_dn: 0.592004 loss_giou_aux_dn: 2.248413 loss: 15.872055 eta: 42 days, 4:40:48 batch_cost: 1.1386 data_cost: 0.0554 ips: 7.0259 images/s
[08/11 08:56:22] ppdet.engine INFO: Epoch: [11] [  800/54024] learning_rate: 0.000100 loss_class: 0.670858 loss_bbox: 0.106533 loss_giou: 0.447282 loss_class_aux: 4.246593 loss_bbox_aux: 0.678219 loss_giou_aux: 2.776244 loss_class_dn: 0.325387 loss_bbox_dn: 0.096262 loss_giou_dn: 0.343619 loss_class_aux_dn: 1.774087 loss_bbox_aux_dn: 0.586050 loss_giou_aux_dn: 1.950088 loss: 13.781946 eta: 42 days, 4:38:47 batch_cost: 1.0981 data_cost: 0.0014 ips: 7.2851 images/s
[08/11 08:58:15] ppdet.engine INFO: Epoch: [11] [  900/54024] learning_rate: 0.000100 loss_class: 0.683507 loss_bbox: 0.108625 loss_giou: 0.500488 loss_class_aux: 4.296216 loss_bbox_aux: 0.714340 loss_giou_aux: 3.069195 loss_class_dn: 0.347784 loss_bbox_dn: 0.106709 loss_giou_dn: 0.369862 loss_class_aux_dn: 1.848000 loss_bbox_aux_dn: 0.666933 loss_giou_aux_dn: 2.129342 loss: 15.270333 eta: 42 days, 4:36:20 batch_cost: 1.0763 data_cost: 0.0014 ips: 7.4330 images/s
[08/11 09:00:09] ppdet.engine INFO: Epoch: [11] [ 1000/54024] learning_rate: 0.000100 loss_class: 0.681726 loss_bbox: 0.099156 loss_giou: 0.468115 loss_class_aux: 4.211236 loss_bbox_aux: 0.675489 loss_giou_aux: 2.947688 loss_class_dn: 0.345230 loss_bbox_dn: 0.096936 loss_giou_dn: 0.365814 loss_class_aux_dn: 1.869042 loss_bbox_aux_dn: 0.609098 loss_giou_aux_dn: 2.095290 loss: 14.535498 eta: 42 days, 4:34:08 batch_cost: 1.0892 data_cost: 0.0014 ips: 7.3447 images/s
[08/11 09:02:09] ppdet.engine INFO: Epoch: [11] [ 1100/54024] learning_rate: 0.000100 loss_class: 0.686696 loss_bbox: 0.104075 loss_giou: 0.525163 loss_class_aux: 4.274041 loss_bbox_aux: 0.672374 loss_giou_aux: 3.268952 loss_class_dn: 0.354321 loss_bbox_dn: 0.098738 loss_giou_dn: 0.390869 loss_class_aux_dn: 1.903400 loss_bbox_aux_dn: 0.608702 loss_giou_aux_dn: 2.197819 loss: 14.749349 eta: 42 days, 4:32:57 batch_cost: 1.1394 data_cost: 0.0058 ips: 7.0210 images/s
[08/11 09:04:01] ppdet.engine INFO: Epoch: [11] [ 1200/54024] learning_rate: 0.000100 loss_class: 0.686797 loss_bbox: 0.106724 loss_giou: 0.488246 loss_class_aux: 4.228457 loss_bbox_aux: 0.685606 loss_giou_aux: 3.079954 loss_class_dn: 0.335759 loss_bbox_dn: 0.103787 loss_giou_dn: 0.368010 loss_class_aux_dn: 1.828686 loss_bbox_aux_dn: 0.638273 loss_giou_aux_dn: 2.083533 loss: 14.808835 eta: 42 days, 4:30:18 batch_cost: 1.0663 data_cost: 0.0015 ips: 7.5024 images/s
[08/11 09:06:00] ppdet.engine INFO: Epoch: [11] [ 1300/54024] learning_rate: 0.000100 loss_class: 0.666390 loss_bbox: 0.099378 loss_giou: 0.427136 loss_class_aux: 4.241857 loss_bbox_aux: 0.652196 loss_giou_aux: 2.643686 loss_class_dn: 0.334041 loss_bbox_dn: 0.093314 loss_giou_dn: 0.341200 loss_class_aux_dn: 1.817680 loss_bbox_aux_dn: 0.593885 loss_giou_aux_dn: 1.956474 loss: 14.404797 eta: 42 days, 4:29:02 batch_cost: 1.1347 data_cost: 0.0014 ips: 7.0502 images/s
[08/11 09:07:55] ppdet.engine INFO: Epoch: [11] [ 1400/54024] learning_rate: 0.000100 loss_class: 0.667070 loss_bbox: 0.104987 loss_giou: 0.452707 loss_class_aux: 4.102034 loss_bbox_aux: 0.667573 loss_giou_aux: 2.909084 loss_class_dn: 0.334134 loss_bbox_dn: 0.098570 loss_giou_dn: 0.358543 loss_class_aux_dn: 1.781366 loss_bbox_aux_dn: 0.601725 loss_giou_aux_dn: 2.048783 loss: 14.043385 eta: 42 days, 4:27:04 batch_cost: 1.1005 data_cost: 0.0014 ips: 7.2695 images/s
[08/11 09:09:50] ppdet.engine INFO: Epoch: [11] [ 1500/54024] learning_rate: 0.000100 loss_class: 0.677954 loss_bbox: 0.103438 loss_giou: 0.524887 loss_class_aux: 4.178984 loss_bbox_aux: 0.681219 loss_giou_aux: 3.277365 loss_class_dn: 0.351558 loss_bbox_dn: 0.095388 loss_giou_dn: 0.385710 loss_class_aux_dn: 1.907698 loss_bbox_aux_dn: 0.601986 loss_giou_aux_dn: 2.180030 loss: 15.228278 eta: 42 days, 4:25:08 batch_cost: 1.1020 data_cost: 0.0014 ips: 7.2593 images/s
[08/11 09:11:50] ppdet.engine INFO: Epoch: [11] [ 1600/54024] learning_rate: 0.000100 loss_class: 0.701804 loss_bbox: 0.103790 loss_giou: 0.486423 loss_class_aux: 4.382425 loss_bbox_aux: 0.666089 loss_giou_aux: 3.001191 loss_class_dn: 0.353532 loss_bbox_dn: 0.094009 loss_giou_dn: 0.368009 loss_class_aux_dn: 1.915139 loss_bbox_aux_dn: 0.569315 loss_giou_aux_dn: 2.119635 loss: 15.225699 eta: 42 days, 4:23:51 batch_cost: 1.1341 data_cost: 0.0407 ips: 7.0540 images/s
[08/11 09:13:46] ppdet.engine INFO: Epoch: [11] [ 1700/54024] learning_rate: 0.000100 loss_class: 0.707971 loss_bbox: 0.107134 loss_giou: 0.467211 loss_class_aux: 4.424622 loss_bbox_aux: 0.697295 loss_giou_aux: 2.925786 loss_class_dn: 0.337078 loss_bbox_dn: 0.104912 loss_giou_dn: 0.367307 loss_class_aux_dn: 1.892101 loss_bbox_aux_dn: 0.641294 loss_giou_aux_dn: 2.073204 loss: 14.848292 eta: 42 days, 4:22:05 batch_cost: 1.1104 data_cost: 0.0014 ips: 7.2049 images/s
[08/11 09:15:40] ppdet.engine INFO: Epoch: [11] [ 1800/54024] learning_rate: 0.000100 loss_class: 0.681134 loss_bbox: 0.105930 loss_giou: 0.444297 loss_class_aux: 4.316407 loss_bbox_aux: 0.695759 loss_giou_aux: 2.791316 loss_class_dn: 0.336891 loss_bbox_dn: 0.102045 loss_giou_dn: 0.350992 loss_class_aux_dn: 1.828780 loss_bbox_aux_dn: 0.618449 loss_giou_aux_dn: 2.041607 loss: 14.325965 eta: 42 days, 4:19:49 batch_cost: 1.0862 data_cost: 0.0014 ips: 7.3650 images/s
[08/11 09:17:34] ppdet.engine INFO: Epoch: [11] [ 1900/54024] learning_rate: 0.000100 loss_class: 0.699651 loss_bbox: 0.101093 loss_giou: 0.443184 loss_class_aux: 4.374251 loss_bbox_aux: 0.669378 loss_giou_aux: 2.765069 loss_class_dn: 0.350493 loss_bbox_dn: 0.098794 loss_giou_dn: 0.356673 loss_class_aux_dn: 1.892311 loss_bbox_aux_dn: 0.623925 loss_giou_aux_dn: 2.051470 loss: 15.196603 eta: 42 days, 4:17:44 batch_cost: 1.0942 data_cost: 0.0014 ips: 7.3113 images/s
[08/11 09:19:32] ppdet.engine INFO: Epoch: [11] [ 2000/54024] learning_rate: 0.000100 loss_class: 0.621892 loss_bbox: 0.106467 loss_giou: 0.468402 loss_class_aux: 3.816323 loss_bbox_aux: 0.679408 loss_giou_aux: 2.953383 loss_class_dn: 0.326370 loss_bbox_dn: 0.091700 loss_giou_dn: 0.366585 loss_class_aux_dn: 1.758726 loss_bbox_aux_dn: 0.558243 loss_giou_aux_dn: 2.082851 loss: 14.033829 eta: 42 days, 4:16:06 batch_cost: 1.1173 data_cost: 0.0076 ips: 7.1604 images/s
[08/11 09:21:31] ppdet.engine INFO: Epoch: [11] [ 2100/54024] learning_rate: 0.000100 loss_class: 0.685810 loss_bbox: 0.106007 loss_giou: 0.474681 loss_class_aux: 4.288669 loss_bbox_aux: 0.694143 loss_giou_aux: 2.898734 loss_class_dn: 0.327222 loss_bbox_dn: 0.097935 loss_giou_dn: 0.352771 loss_class_aux_dn: 1.788424 loss_bbox_aux_dn: 0.585268 loss_giou_aux_dn: 2.050697 loss: 14.523009 eta: 42 days, 4:14:59 batch_cost: 1.1421 data_cost: 0.0014 ips: 7.0049 images/s
[08/11 09:23:29] ppdet.engine INFO: Epoch: [11] [ 2200/54024] learning_rate: 0.000100 loss_class: 0.682591 loss_bbox: 0.098952 loss_giou: 0.493191 loss_class_aux: 4.225741 loss_bbox_aux: 0.636762 loss_giou_aux: 3.056034 loss_class_dn: 0.332555 loss_bbox_dn: 0.088386 loss_giou_dn: 0.354214 loss_class_aux_dn: 1.799219 loss_bbox_aux_dn: 0.548867 loss_giou_aux_dn: 2.030209 loss: 14.340798 eta: 42 days, 4:13:35 batch_cost: 1.1290 data_cost: 0.0013 ips: 7.0857 images/s
[08/11 09:25:37] ppdet.engine INFO: Epoch: [11] [ 2300/54024] learning_rate: 0.000100 loss_class: 0.734893 loss_bbox: 0.104714 loss_giou: 0.496300 loss_class_aux: 4.502879 loss_bbox_aux: 0.690715 loss_giou_aux: 3.103002 loss_class_dn: 0.353983 loss_bbox_dn: 0.097212 loss_giou_dn: 0.363437 loss_class_aux_dn: 1.909941 loss_bbox_aux_dn: 0.618284 loss_giou_aux_dn: 2.096486 loss: 15.158710 eta: 42 days, 4:13:59 batch_cost: 1.2178 data_cost: 0.0014 ips: 6.5690 images/s
[08/11 09:27:43] ppdet.engine INFO: Epoch: [11] [ 2400/54024] learning_rate: 0.000100 loss_class: 0.720310 loss_bbox: 0.108037 loss_giou: 0.517461 loss_class_aux: 4.400301 loss_bbox_aux: 0.697078 loss_giou_aux: 3.235889 loss_class_dn: 0.356786 loss_bbox_dn: 0.096393 loss_giou_dn: 0.395988 loss_class_aux_dn: 1.925091 loss_bbox_aux_dn: 0.592737 loss_giou_aux_dn: 2.263029 loss: 15.397934 eta: 42 days, 4:14:14 batch_cost: 1.2101 data_cost: 0.0013 ips: 6.6111 images/s
[08/11 09:29:39] ppdet.engine INFO: Epoch: [11] [ 2500/54024] learning_rate: 0.000100 loss_class: 0.673609 loss_bbox: 0.111176 loss_giou: 0.520441 loss_class_aux: 4.196799 loss_bbox_aux: 0.718198 loss_giou_aux: 3.240377 loss_class_dn: 0.351926 loss_bbox_dn: 0.091565 loss_giou_dn: 0.380168 loss_class_aux_dn: 1.910588 loss_bbox_aux_dn: 0.567408 loss_giou_aux_dn: 2.206143 loss: 15.242404 eta: 42 days, 4:12:21 batch_cost: 1.1050 data_cost: 0.0014 ips: 7.2396 images/s
[08/11 09:31:42] ppdet.engine INFO: Epoch: [11] [ 2600/54024] learning_rate: 0.000100 loss_class: 0.691387 loss_bbox: 0.105260 loss_giou: 0.485361 loss_class_aux: 4.276134 loss_bbox_aux: 0.703866 loss_giou_aux: 3.041710 loss_class_dn: 0.359410 loss_bbox_dn: 0.103233 loss_giou_dn: 0.376539 loss_class_aux_dn: 1.908848 loss_bbox_aux_dn: 0.655849 loss_giou_aux_dn: 2.127346 loss: 15.136288 eta: 42 days, 4:11:51 batch_cost: 1.1734 data_cost: 0.0014 ips: 6.8179 images/s
[08/11 09:33:43] ppdet.engine INFO: Epoch: [11] [ 2700/54024] learning_rate: 0.000100 loss_class: 0.718182 loss_bbox: 0.108870 loss_giou: 0.461542 loss_class_aux: 4.375893 loss_bbox_aux: 0.710000 loss_giou_aux: 2.894950 loss_class_dn: 0.342644 loss_bbox_dn: 0.101016 loss_giou_dn: 0.369504 loss_class_aux_dn: 1.882342 loss_bbox_aux_dn: 0.622318 loss_giou_aux_dn: 2.102385 loss: 15.031310 eta: 42 days, 4:11:06 batch_cost: 1.1613 data_cost: 0.0122 ips: 6.8891 images/s
[08/11 09:35:38] ppdet.engine INFO: Epoch: [11] [ 2800/54024] learning_rate: 0.000100 loss_class: 0.731494 loss_bbox: 0.104314 loss_giou: 0.531800 loss_class_aux: 4.495151 loss_bbox_aux: 0.693181 loss_giou_aux: 3.325576 loss_class_dn: 0.359656 loss_bbox_dn: 0.098524 loss_giou_dn: 0.395017 loss_class_aux_dn: 1.954381 loss_bbox_aux_dn: 0.632112 loss_giou_aux_dn: 2.243843 loss: 15.492013 eta: 42 days, 4:09:04 batch_cost: 1.0966 data_cost: 0.0020 ips: 7.2954 images/s
[08/11 09:37:37] ppdet.engine INFO: Epoch: [11] [ 2900/54024] learning_rate: 0.000100 loss_class: 0.695927 loss_bbox: 0.102444 loss_giou: 0.506539 loss_class_aux: 4.360966 loss_bbox_aux: 0.678001 loss_giou_aux: 3.215737 loss_class_dn: 0.356817 loss_bbox_dn: 0.092985 loss_giou_dn: 0.374417 loss_class_aux_dn: 1.899636 loss_bbox_aux_dn: 0.580382 loss_giou_aux_dn: 2.135465 loss: 15.310028 eta: 42 days, 4:07:48 batch_cost: 1.1357 data_cost: 0.0013 ips: 7.0442 images/s
[08/11 09:39:37] ppdet.engine INFO: Epoch: [11] [ 3000/54024] learning_rate: 0.000100 loss_class: 0.679122 loss_bbox: 0.108326 loss_giou: 0.442937 loss_class_aux: 4.282389 loss_bbox_aux: 0.704242 loss_giou_aux: 2.815844 loss_class_dn: 0.333557 loss_bbox_dn: 0.097452 loss_giou_dn: 0.341228 loss_class_aux_dn: 1.801693 loss_bbox_aux_dn: 0.603613 loss_giou_aux_dn: 1.999255 loss: 14.592488 eta: 42 days, 4:06:38 batch_cost: 1.1408 data_cost: 0.0013 ips: 7.0125 images/s
[08/11 09:41:38] ppdet.engine INFO: Epoch: [11] [ 3100/54024] learning_rate: 0.000100 loss_class: 0.700420 loss_bbox: 0.109940 loss_giou: 0.515069 loss_class_aux: 4.306487 loss_bbox_aux: 0.752841 loss_giou_aux: 3.244968 loss_class_dn: 0.351316 loss_bbox_dn: 0.102087 loss_giou_dn: 0.396221 loss_class_aux_dn: 1.914898 loss_bbox_aux_dn: 0.633485 loss_giou_aux_dn: 2.258536 loss: 15.358183 eta: 42 days, 4:05:54 batch_cost: 1.1616 data_cost: 0.0014 ips: 6.8868 images/s
[08/11 09:43:32] ppdet.engine INFO: Epoch: [11] [ 3200/54024] learning_rate: 0.000100 loss_class: 0.696849 loss_bbox: 0.107997 loss_giou: 0.493966 loss_class_aux: 4.289760 loss_bbox_aux: 0.711562 loss_giou_aux: 3.100691 loss_class_dn: 0.351349 loss_bbox_dn: 0.097099 loss_giou_dn: 0.378852 loss_class_aux_dn: 1.893531 loss_bbox_aux_dn: 0.606863 loss_giou_aux_dn: 2.173451 loss: 15.280701 eta: 42 days, 4:03:33 batch_cost: 1.0813 data_cost: 0.0194 ips: 7.3984 images/s
[08/11 09:45:26] ppdet.engine INFO: Epoch: [11] [ 3300/54024] learning_rate: 0.000100 loss_class: 0.687371 loss_bbox: 0.107643 loss_giou: 0.465881 loss_class_aux: 4.280668 loss_bbox_aux: 0.715609 loss_giou_aux: 2.911003 loss_class_dn: 0.346290 loss_bbox_dn: 0.096085 loss_giou_dn: 0.359658 loss_class_aux_dn: 1.873569 loss_bbox_aux_dn: 0.609780 loss_giou_aux_dn: 2.095010 loss: 14.898752 eta: 42 days, 4:01:24 batch_cost: 1.0914 data_cost: 0.0014 ips: 7.3302 images/s
[08/11 09:47:18] ppdet.engine INFO: Epoch: [11] [ 3400/54024] learning_rate: 0.000100 loss_class: 0.708697 loss_bbox: 0.109972 loss_giou: 0.476160 loss_class_aux: 4.395907 loss_bbox_aux: 0.717116 loss_giou_aux: 3.015469 loss_class_dn: 0.355065 loss_bbox_dn: 0.101968 loss_giou_dn: 0.369866 loss_class_aux_dn: 1.908648 loss_bbox_aux_dn: 0.625625 loss_giou_aux_dn: 2.134003 loss: 15.721371 eta: 42 days, 3:58:45 batch_cost: 1.0663 data_cost: 0.0014 ips: 7.5029 images/s
[08/11 09:49:10] ppdet.engine INFO: Epoch: [11] [ 3500/54024] learning_rate: 0.000100 loss_class: 0.702224 loss_bbox: 0.108564 loss_giou: 0.505738 loss_class_aux: 4.307903 loss_bbox_aux: 0.699349 loss_giou_aux: 3.123235 loss_class_dn: 0.351182 loss_bbox_dn: 0.096869 loss_giou_dn: 0.382801 loss_class_aux_dn: 1.887583 loss_bbox_aux_dn: 0.597024 loss_giou_aux_dn: 2.250630 loss: 14.887862 eta: 42 days, 3:55:58 batch_cost: 1.0603 data_cost: 0.0013 ips: 7.5452 images/s
[08/11 09:51:09] ppdet.engine INFO: Epoch: [11] [ 3600/54024] learning_rate: 0.000100 loss_class: 0.715520 loss_bbox: 0.101738 loss_giou: 0.425582 loss_class_aux: 4.388479 loss_bbox_aux: 0.684843 loss_giou_aux: 2.683284 loss_class_dn: 0.336416 loss_bbox_dn: 0.098184 loss_giou_dn: 0.331201 loss_class_aux_dn: 1.830752 loss_bbox_aux_dn: 0.609244 loss_giou_aux_dn: 1.923731 loss: 13.960898 eta: 42 days, 3:54:52 batch_cost: 1.1438 data_cost: 0.0014 ips: 6.9945 images/s
[08/11 09:53:03] ppdet.engine INFO: Epoch: [11] [ 3700/54024] learning_rate: 0.000100 loss_class: 0.669454 loss_bbox: 0.109461 loss_giou: 0.472344 loss_class_aux: 4.086100 loss_bbox_aux: 0.720224 loss_giou_aux: 2.864126 loss_class_dn: 0.321012 loss_bbox_dn: 0.104680 loss_giou_dn: 0.353824 loss_class_aux_dn: 1.731513 loss_bbox_aux_dn: 0.624515 loss_giou_aux_dn: 2.011227 loss: 13.615355 eta: 42 days, 3:52:34 batch_cost: 1.0839 data_cost: 0.0014 ips: 7.3807 images/s
[08/11 09:54:57] ppdet.engine INFO: Epoch: [11] [ 3800/54024] learning_rate: 0.000100 loss_class: 0.682825 loss_bbox: 0.109405 loss_giou: 0.463197 loss_class_aux: 4.275891 loss_bbox_aux: 0.692788 loss_giou_aux: 2.861922 loss_class_dn: 0.336810 loss_bbox_dn: 0.097600 loss_giou_dn: 0.345274 loss_class_aux_dn: 1.838956 loss_bbox_aux_dn: 0.606847 loss_giou_aux_dn: 1.976135 loss: 14.530080 eta: 42 days, 3:50:20 batch_cost: 1.0870 data_cost: 0.0014 ips: 7.3597 images/s
[08/11 09:57:04] ppdet.engine INFO: Epoch: [11] [ 3900/54024] learning_rate: 0.000100 loss_class: 0.639491 loss_bbox: 0.101638 loss_giou: 0.459623 loss_class_aux: 4.021004 loss_bbox_aux: 0.662690 loss_giou_aux: 2.912743 loss_class_dn: 0.317974 loss_bbox_dn: 0.090690 loss_giou_dn: 0.353279 loss_class_aux_dn: 1.726516 loss_bbox_aux_dn: 0.573850 loss_giou_aux_dn: 1.970711 loss: 13.568169 eta: 42 days, 3:50:47 batch_cost: 1.2211 data_cost: 0.0013 ips: 6.5515 images/s
[08/11 09:59:02] ppdet.engine INFO: Epoch: [11] [ 4000/54024] learning_rate: 0.000100 loss_class: 0.716063 loss_bbox: 0.103876 loss_giou: 0.489253 loss_class_aux: 4.445846 loss_bbox_aux: 0.673562 loss_giou_aux: 3.035952 loss_class_dn: 0.354506 loss_bbox_dn: 0.091910 loss_giou_dn: 0.367823 loss_class_aux_dn: 1.942120 loss_bbox_aux_dn: 0.590971 loss_giou_aux_dn: 2.141368 loss: 15.652242 eta: 42 days, 3:49:20 batch_cost: 1.1267 data_cost: 0.0144 ips: 7.1002 images/s
[08/11 10:00:57] ppdet.engine INFO: Epoch: [11] [ 4100/54024] learning_rate: 0.000100 loss_class: 0.712686 loss_bbox: 0.118844 loss_giou: 0.527541 loss_class_aux: 4.445250 loss_bbox_aux: 0.768902 loss_giou_aux: 3.243353 loss_class_dn: 0.363269 loss_bbox_dn: 0.107897 loss_giou_dn: 0.394711 loss_class_aux_dn: 1.967637 loss_bbox_aux_dn: 0.664035 loss_giou_aux_dn: 2.251673 loss: 15.797626 eta: 42 days, 3:47:21 batch_cost: 1.0992 data_cost: 0.0014 ips: 7.2777 images/s
[08/11 10:02:51] ppdet.engine INFO: Epoch: [11] [ 4200/54024] learning_rate: 0.000100 loss_class: 0.698735 loss_bbox: 0.112702 loss_giou: 0.511263 loss_class_aux: 4.346553 loss_bbox_aux: 0.740206 loss_giou_aux: 3.159895 loss_class_dn: 0.367043 loss_bbox_dn: 0.100087 loss_giou_dn: 0.379479 loss_class_aux_dn: 1.949003 loss_bbox_aux_dn: 0.626921 loss_giou_aux_dn: 2.177456 loss: 15.659891 eta: 42 days, 3:45:07 batch_cost: 1.0875 data_cost: 0.0050 ips: 7.3563 images/s
[08/11 10:04:50] ppdet.engine INFO: Epoch: [11] [ 4300/54024] learning_rate: 0.000100 loss_class: 0.691115 loss_bbox: 0.107199 loss_giou: 0.527810 loss_class_aux: 4.252987 loss_bbox_aux: 0.706686 loss_giou_aux: 3.239902 loss_class_dn: 0.342934 loss_bbox_dn: 0.099965 loss_giou_dn: 0.382934 loss_class_aux_dn: 1.862435 loss_bbox_aux_dn: 0.626087 loss_giou_aux_dn: 2.154815 loss: 15.060979 eta: 42 days, 3:43:39 batch_cost: 1.1259 data_cost: 0.0014 ips: 7.1057 images/s
[08/11 10:06:43] ppdet.engine INFO: Epoch: [11] [ 4400/54024] learning_rate: 0.000100 loss_class: 0.675497 loss_bbox: 0.109008 loss_giou: 0.490752 loss_class_aux: 4.229899 loss_bbox_aux: 0.702703 loss_giou_aux: 3.072312 loss_class_dn: 0.350459 loss_bbox_dn: 0.093299 loss_giou_dn: 0.374169 loss_class_aux_dn: 1.857921 loss_bbox_aux_dn: 0.592833 loss_giou_aux_dn: 2.146821 loss: 15.183271 eta: 42 days, 3:41:17 batch_cost: 1.0804 data_cost: 0.0014 ips: 7.4044 images/s
[08/11 10:08:45] ppdet.engine INFO: Epoch: [11] [ 4500/54024] learning_rate: 0.000100 loss_class: 0.716338 loss_bbox: 0.105199 loss_giou: 0.459938 loss_class_aux: 4.436166 loss_bbox_aux: 0.674084 loss_giou_aux: 2.872047 loss_class_dn: 0.333887 loss_bbox_dn: 0.095449 loss_giou_dn: 0.341994 loss_class_aux_dn: 1.810786 loss_bbox_aux_dn: 0.598180 loss_giou_aux_dn: 1.984712 loss: 14.724915 eta: 42 days, 3:40:40 batch_cost: 1.1680 data_cost: 0.0021 ips: 6.8495 images/s
[08/11 10:10:38] ppdet.engine INFO: Epoch: [11] [ 4600/54024] learning_rate: 0.000100 loss_class: 0.684894 loss_bbox: 0.109485 loss_giou: 0.504178 loss_class_aux: 4.217672 loss_bbox_aux: 0.694174 loss_giou_aux: 3.197013 loss_class_dn: 0.351708 loss_bbox_dn: 0.099819 loss_giou_dn: 0.381609 loss_class_aux_dn: 1.871879 loss_bbox_aux_dn: 0.613510 loss_giou_aux_dn: 2.176560 loss: 15.178741 eta: 42 days, 3:38:17 batch_cost: 1.0801 data_cost: 0.0014 ips: 7.4069 images/s
[08/11 10:12:40] ppdet.engine INFO: Epoch: [11] [ 4700/54024] learning_rate: 0.000100 loss_class: 0.664537 loss_bbox: 0.099682 loss_giou: 0.465589 loss_class_aux: 4.132126 loss_bbox_aux: 0.664427 loss_giou_aux: 2.889436 loss_class_dn: 0.342335 loss_bbox_dn: 0.102081 loss_giou_dn: 0.360471 loss_class_aux_dn: 1.837496 loss_bbox_aux_dn: 0.648754 loss_giou_aux_dn: 2.069988 loss: 14.631881 eta: 42 days, 3:37:33 batch_cost: 1.1617 data_cost: 0.0013 ips: 6.8866 images/s
[08/11 10:14:39] ppdet.engine INFO: Epoch: [11] [ 4800/54024] learning_rate: 0.000100 loss_class: 0.739630 loss_bbox: 0.112502 loss_giou: 0.540326 loss_class_aux: 4.493618 loss_bbox_aux: 0.719511 loss_giou_aux: 3.352747 loss_class_dn: 0.372116 loss_bbox_dn: 0.097572 loss_giou_dn: 0.402117 loss_class_aux_dn: 1.992428 loss_bbox_aux_dn: 0.627671 loss_giou_aux_dn: 2.333886 loss: 16.147715 eta: 42 days, 3:36:26 batch_cost: 1.1438 data_cost: 0.0581 ips: 6.9944 images/s
[08/11 10:16:37] ppdet.engine INFO: Epoch: [11] [ 4900/54024] learning_rate: 0.000100 loss_class: 0.656940 loss_bbox: 0.094264 loss_giou: 0.428468 loss_class_aux: 4.109248 loss_bbox_aux: 0.620870 loss_giou_aux: 2.676021 loss_class_dn: 0.317421 loss_bbox_dn: 0.091120 loss_giou_dn: 0.337927 loss_class_aux_dn: 1.710941 loss_bbox_aux_dn: 0.569867 loss_giou_aux_dn: 1.936911 loss: 13.267586 eta: 42 days, 3:34:56 batch_cost: 1.1236 data_cost: 0.0014 ips: 7.1202 images/s
[08/11 10:18:36] ppdet.engine INFO: Epoch: [11] [ 5000/54024] learning_rate: 0.000100 loss_class: 0.697115 loss_bbox: 0.101173 loss_giou: 0.494035 loss_class_aux: 4.344190 loss_bbox_aux: 0.648624 loss_giou_aux: 3.068667 loss_class_dn: 0.350411 loss_bbox_dn: 0.090962 loss_giou_dn: 0.368705 loss_class_aux_dn: 1.890747 loss_bbox_aux_dn: 0.580358 loss_giou_aux_dn: 2.093046 loss: 15.261855 eta: 42 days, 3:33:38 batch_cost: 1.1346 data_cost: 0.0014 ips: 7.0512 images/s
[08/11 10:20:36] ppdet.engine INFO: Epoch: [11] [ 5100/54024] learning_rate: 0.000100 loss_class: 0.716793 loss_bbox: 0.109193 loss_giou: 0.578050 loss_class_aux: 4.428201 loss_bbox_aux: 0.679958 loss_giou_aux: 3.671808 loss_class_dn: 0.385026 loss_bbox_dn: 0.099026 loss_giou_dn: 0.417189 loss_class_aux_dn: 2.023471 loss_bbox_aux_dn: 0.605816 loss_giou_aux_dn: 2.420602 loss: 16.106537 eta: 42 days, 3:32:46 batch_cost: 1.1554 data_cost: 0.0511 ips: 6.9239 images/s
[08/11 10:22:35] ppdet.engine INFO: Epoch: [11] [ 5200/54024] learning_rate: 0.000100 loss_class: 0.662700 loss_bbox: 0.100302 loss_giou: 0.507273 loss_class_aux: 4.059554 loss_bbox_aux: 0.671168 loss_giou_aux: 3.137270 loss_class_dn: 0.339204 loss_bbox_dn: 0.099472 loss_giou_dn: 0.361736 loss_class_aux_dn: 1.806393 loss_bbox_aux_dn: 0.608269 loss_giou_aux_dn: 2.064933 loss: 14.556738 eta: 42 days, 3:31:29 batch_cost: 1.1345 data_cost: 0.0014 ips: 7.0515 images/s
[08/11 10:24:33] ppdet.engine INFO: Epoch: [11] [ 5300/54024] learning_rate: 0.000100 loss_class: 0.704293 loss_bbox: 0.107103 loss_giou: 0.473858 loss_class_aux: 4.333674 loss_bbox_aux: 0.693387 loss_giou_aux: 2.979286 loss_class_dn: 0.343654 loss_bbox_dn: 0.104854 loss_giou_dn: 0.363733 loss_class_aux_dn: 1.866827 loss_bbox_aux_dn: 0.620606 loss_giou_aux_dn: 2.107227 loss: 15.051312 eta: 42 days, 3:30:00 batch_cost: 1.1249 data_cost: 0.0013 ips: 7.1116 images/s
[08/11 10:26:34] ppdet.engine INFO: Epoch: [11] [ 5400/54024] learning_rate: 0.000100 loss_class: 0.715843 loss_bbox: 0.112384 loss_giou: 0.500203 loss_class_aux: 4.396018 loss_bbox_aux: 0.727247 loss_giou_aux: 3.144479 loss_class_dn: 0.347161 loss_bbox_dn: 0.104176 loss_giou_dn: 0.377981 loss_class_aux_dn: 1.895942 loss_bbox_aux_dn: 0.649508 loss_giou_aux_dn: 2.179972 loss: 15.224039 eta: 42 days, 3:29:03 batch_cost: 1.1520 data_cost: 0.0014 ips: 6.9446 images/s
[08/11 10:28:28] ppdet.engine INFO: Epoch: [11] [ 5500/54024] learning_rate: 0.000100 loss_class: 0.674503 loss_bbox: 0.111598 loss_giou: 0.492578 loss_class_aux: 4.187554 loss_bbox_aux: 0.720583 loss_giou_aux: 3.016046 loss_class_dn: 0.339488 loss_bbox_dn: 0.097684 loss_giou_dn: 0.369248 loss_class_aux_dn: 1.839853 loss_bbox_aux_dn: 0.608312 loss_giou_aux_dn: 2.133743 loss: 15.260252 eta: 42 days, 3:26:51 batch_cost: 1.0892 data_cost: 0.0013 ips: 7.3446 images/s
[08/11 10:30:22] ppdet.engine INFO: Epoch: [11] [ 5600/54024] learning_rate: 0.000100 loss_class: 0.706640 loss_bbox: 0.102752 loss_giou: 0.485335 loss_class_aux: 4.403647 loss_bbox_aux: 0.659788 loss_giou_aux: 3.050747 loss_class_dn: 0.329652 loss_bbox_dn: 0.097098 loss_giou_dn: 0.352774 loss_class_aux_dn: 1.768974 loss_bbox_aux_dn: 0.602338 loss_giou_aux_dn: 2.022455 loss: 14.099570 eta: 42 days, 3:24:34 batch_cost: 1.0849 data_cost: 0.0014 ips: 7.3739 images/s
[08/11 10:32:17] ppdet.engine INFO: Epoch: [11] [ 5700/54024] learning_rate: 0.000100 loss_class: 0.665513 loss_bbox: 0.100622 loss_giou: 0.432611 loss_class_aux: 4.035344 loss_bbox_aux: 0.667730 loss_giou_aux: 2.713022 loss_class_dn: 0.329246 loss_bbox_dn: 0.088787 loss_giou_dn: 0.330854 loss_class_aux_dn: 1.776572 loss_bbox_aux_dn: 0.547286 loss_giou_aux_dn: 1.896440 loss: 13.684530 eta: 42 days, 3:22:34 batch_cost: 1.0981 data_cost: 0.0013 ips: 7.2852 images/s
[08/11 10:34:17] ppdet.engine INFO: Epoch: [11] [ 5800/54024] learning_rate: 0.000100 loss_class: 0.666180 loss_bbox: 0.107850 loss_giou: 0.508258 loss_class_aux: 4.254092 loss_bbox_aux: 0.736205 loss_giou_aux: 3.195448 loss_class_dn: 0.349320 loss_bbox_dn: 0.099006 loss_giou_dn: 0.376737 loss_class_aux_dn: 1.900004 loss_bbox_aux_dn: 0.610267 loss_giou_aux_dn: 2.142612 loss: 14.889522 eta: 42 days, 3:21:29 batch_cost: 1.1456 data_cost: 0.0014 ips: 6.9832 images/s
[08/11 10:36:14] ppdet.engine INFO: Epoch: [11] [ 5900/54024] learning_rate: 0.000100 loss_class: 0.666246 loss_bbox: 0.106344 loss_giou: 0.478814 loss_class_aux: 4.119321 loss_bbox_aux: 0.689441 loss_giou_aux: 2.994624 loss_class_dn: 0.330721 loss_bbox_dn: 0.092855 loss_giou_dn: 0.363154 loss_class_aux_dn: 1.782221 loss_bbox_aux_dn: 0.575939 loss_giou_aux_dn: 2.064379 loss: 14.205056 eta: 42 days, 3:19:54 batch_cost: 1.1196 data_cost: 0.0014 ips: 7.1452 images/s
[08/11 10:38:07] ppdet.engine INFO: Epoch: [11] [ 6000/54024] learning_rate: 0.000100 loss_class: 0.679265 loss_bbox: 0.107718 loss_giou: 0.465555 loss_class_aux: 4.184816 loss_bbox_aux: 0.691542 loss_giou_aux: 2.883274 loss_class_dn: 0.332250 loss_bbox_dn: 0.101393 loss_giou_dn: 0.350164 loss_class_aux_dn: 1.797135 loss_bbox_aux_dn: 0.628013 loss_giou_aux_dn: 2.005502 loss: 14.231301 eta: 42 days, 3:17:30 batch_cost: 1.0793 data_cost: 0.0014 ips: 7.4123 images/s
[08/11 10:40:06] ppdet.engine INFO: Epoch: [11] [ 6100/54024] learning_rate: 0.000100 loss_class: 0.653326 loss_bbox: 0.104527 loss_giou: 0.515374 loss_class_aux: 4.041845 loss_bbox_aux: 0.676734 loss_giou_aux: 3.186576 loss_class_dn: 0.341359 loss_bbox_dn: 0.094089 loss_giou_dn: 0.358056 loss_class_aux_dn: 1.818025 loss_bbox_aux_dn: 0.592102 loss_giou_aux_dn: 2.088966 loss: 14.806629 eta: 42 days, 3:16:16 batch_cost: 1.1370 data_cost: 0.0013 ips: 7.0359 images/s
[08/11 10:42:00] ppdet.engine INFO: Epoch: [11] [ 6200/54024] learning_rate: 0.000100 loss_class: 0.688915 loss_bbox: 0.120360 loss_giou: 0.460571 loss_class_aux: 4.293323 loss_bbox_aux: 0.775284 loss_giou_aux: 2.882289 loss_class_dn: 0.339835 loss_bbox_dn: 0.113335 loss_giou_dn: 0.354791 loss_class_aux_dn: 1.859607 loss_bbox_aux_dn: 0.656234 loss_giou_aux_dn: 2.031131 loss: 15.020672 eta: 42 days, 3:13:54 batch_cost: 1.0805 data_cost: 0.0014 ips: 7.4039 images/s
[08/11 10:43:52] ppdet.engine INFO: Epoch: [11] [ 6300/54024] learning_rate: 0.000100 loss_class: 0.705759 loss_bbox: 0.109433 loss_giou: 0.497458 loss_class_aux: 4.337323 loss_bbox_aux: 0.684979 loss_giou_aux: 3.104386 loss_class_dn: 0.350855 loss_bbox_dn: 0.095748 loss_giou_dn: 0.393866 loss_class_aux_dn: 1.893169 loss_bbox_aux_dn: 0.596516 loss_giou_aux_dn: 2.222371 loss: 15.247684 eta: 42 days, 3:11:23 batch_cost: 1.0730 data_cost: 0.0014 ips: 7.4560 images/s
[08/11 10:45:48] ppdet.engine INFO: Epoch: [11] [ 6400/54024] learning_rate: 0.000100 loss_class: 0.698085 loss_bbox: 0.112700 loss_giou: 0.461995 loss_class_aux: 4.332031 loss_bbox_aux: 0.739132 loss_giou_aux: 2.892973 loss_class_dn: 0.338154 loss_bbox_dn: 0.102168 loss_giou_dn: 0.359415 loss_class_aux_dn: 1.839295 loss_bbox_aux_dn: 0.624944 loss_giou_aux_dn: 2.057010 loss: 14.690798 eta: 42 days, 3:09:21 batch_cost: 1.0972 data_cost: 0.0013 ips: 7.2910 images/s
[08/11 10:47:39] ppdet.engine INFO: Epoch: [11] [ 6500/54024] learning_rate: 0.000100 loss_class: 0.719612 loss_bbox: 0.117427 loss_giou: 0.555343 loss_class_aux: 4.492975 loss_bbox_aux: 0.757625 loss_giou_aux: 3.508711 loss_class_dn: 0.371118 loss_bbox_dn: 0.104766 loss_giou_dn: 0.422677 loss_class_aux_dn: 2.019338 loss_bbox_aux_dn: 0.660180 loss_giou_aux_dn: 2.433257 loss: 16.186791 eta: 42 days, 3:06:36 batch_cost: 1.0613 data_cost: 0.0014 ips: 7.5382 images/s
[08/11 10:49:37] ppdet.engine INFO: Epoch: [11] [ 6600/54024] learning_rate: 0.000100 loss_class: 0.658037 loss_bbox: 0.103976 loss_giou: 0.487774 loss_class_aux: 4.138402 loss_bbox_aux: 0.690194 loss_giou_aux: 2.996898 loss_class_dn: 0.337219 loss_bbox_dn: 0.096981 loss_giou_dn: 0.365059 loss_class_aux_dn: 1.802602 loss_bbox_aux_dn: 0.591448 loss_giou_aux_dn: 2.067849 loss: 14.571090 eta: 42 days, 3:05:07 batch_cost: 1.1245 data_cost: 0.0013 ips: 7.1145 images/s
[08/11 10:51:34] ppdet.engine INFO: Epoch: [11] [ 6700/54024] learning_rate: 0.000100 loss_class: 0.738376 loss_bbox: 0.111647 loss_giou: 0.538323 loss_class_aux: 4.522498 loss_bbox_aux: 0.732670 loss_giou_aux: 3.338309 loss_class_dn: 0.371566 loss_bbox_dn: 0.101049 loss_giou_dn: 0.391073 loss_class_aux_dn: 2.025728 loss_bbox_aux_dn: 0.624034 loss_giou_aux_dn: 2.240972 loss: 16.165752 eta: 42 days, 3:03:37 batch_cost: 1.1241 data_cost: 0.0014 ips: 7.1167 images/s
[08/11 10:53:33] ppdet.engine INFO: Epoch: [11] [ 6800/54024] learning_rate: 0.000100 loss_class: 0.719697 loss_bbox: 0.108177 loss_giou: 0.501219 loss_class_aux: 4.476367 loss_bbox_aux: 0.718787 loss_giou_aux: 3.157481 loss_class_dn: 0.349680 loss_bbox_dn: 0.103573 loss_giou_dn: 0.378706 loss_class_aux_dn: 1.926154 loss_bbox_aux_dn: 0.636034 loss_giou_aux_dn: 2.166517 loss: 15.144732 eta: 42 days, 3:02:17 batch_cost: 1.1333 data_cost: 0.0014 ips: 7.0590 images/s
[08/11 10:55:38] ppdet.engine INFO: Epoch: [11] [ 6900/54024] learning_rate: 0.000100 loss_class: 0.660710 loss_bbox: 0.104921 loss_giou: 0.508942 loss_class_aux: 4.098026 loss_bbox_aux: 0.693396 loss_giou_aux: 3.122113 loss_class_dn: 0.329168 loss_bbox_dn: 0.098725 loss_giou_dn: 0.362561 loss_class_aux_dn: 1.774331 loss_bbox_aux_dn: 0.611904 loss_giou_aux_dn: 2.062590 loss: 14.571462 eta: 42 days, 3:02:20 batch_cost: 1.2021 data_cost: 0.0013 ips: 6.6548 images/s
[08/11 10:57:34] ppdet.engine INFO: Epoch: [11] [ 7000/54024] learning_rate: 0.000100 loss_class: 0.672789 loss_bbox: 0.110469 loss_giou: 0.500381 loss_class_aux: 4.244708 loss_bbox_aux: 0.700982 loss_giou_aux: 3.110178 loss_class_dn: 0.356612 loss_bbox_dn: 0.098270 loss_giou_dn: 0.377051 loss_class_aux_dn: 1.889048 loss_bbox_aux_dn: 0.600723 loss_giou_aux_dn: 2.200271 loss: 15.342730 eta: 42 days, 3:00:26 batch_cost: 1.1036 data_cost: 0.0022 ips: 7.2492 images/s
[08/11 10:59:30] ppdet.engine INFO: Epoch: [11] [ 7100/54024] learning_rate: 0.000100 loss_class: 0.698000 loss_bbox: 0.111451 loss_giou: 0.502813 loss_class_aux: 4.287344 loss_bbox_aux: 0.724186 loss_giou_aux: 3.100058 loss_class_dn: 0.345734 loss_bbox_dn: 0.099236 loss_giou_dn: 0.378444 loss_class_aux_dn: 1.886785 loss_bbox_aux_dn: 0.622003 loss_giou_aux_dn: 2.166045 loss: 14.909390 eta: 42 days, 2:58:33 batch_cost: 1.1056 data_cost: 0.0109 ips: 7.2360 images/s
[08/11 11:01:31] ppdet.engine INFO: Epoch: [11] [ 7200/54024] learning_rate: 0.000100 loss_class: 0.712377 loss_bbox: 0.114265 loss_giou: 0.478609 loss_class_aux: 4.513851 loss_bbox_aux: 0.742061 loss_giou_aux: 3.023655 loss_class_dn: 0.360007 loss_bbox_dn: 0.111400 loss_giou_dn: 0.372144 loss_class_aux_dn: 1.949344 loss_bbox_aux_dn: 0.683347 loss_giou_aux_dn: 2.151395 loss: 15.233643 eta: 42 days, 2:57:43 batch_cost: 1.1579 data_cost: 0.0014 ips: 6.9088 images/s
[08/11 11:03:42] ppdet.engine INFO: Epoch: [11] [ 7300/54024] learning_rate: 0.000100 loss_class: 0.691806 loss_bbox: 0.106998 loss_giou: 0.476137 loss_class_aux: 4.313621 loss_bbox_aux: 0.699636 loss_giou_aux: 2.961348 loss_class_dn: 0.345878 loss_bbox_dn: 0.099170 loss_giou_dn: 0.363717 loss_class_aux_dn: 1.882260 loss_bbox_aux_dn: 0.632425 loss_giou_aux_dn: 2.092378 loss: 14.791996 eta: 42 days, 2:58:49 batch_cost: 1.2557 data_cost: 0.0013 ips: 6.3708 images/s
[08/11 11:05:38] ppdet.engine INFO: Epoch: [11] [ 7400/54024] learning_rate: 0.000100 loss_class: 0.702549 loss_bbox: 0.100822 loss_giou: 0.511620 loss_class_aux: 4.271006 loss_bbox_aux: 0.654196 loss_giou_aux: 3.195797 loss_class_dn: 0.346707 loss_bbox_dn: 0.091617 loss_giou_dn: 0.354889 loss_class_aux_dn: 1.879964 loss_bbox_aux_dn: 0.560732 loss_giou_aux_dn: 2.029151 loss: 14.745162 eta: 42 days, 2:57:02 batch_cost: 1.1099 data_cost: 0.0163 ips: 7.2079 images/s
[08/11 11:07:43] ppdet.engine INFO: Epoch: [11] [ 7500/54024] learning_rate: 0.000100 loss_class: 0.686377 loss_bbox: 0.106557 loss_giou: 0.437040 loss_class_aux: 4.214603 loss_bbox_aux: 0.682373 loss_giou_aux: 2.747745 loss_class_dn: 0.331815 loss_bbox_dn: 0.095082 loss_giou_dn: 0.349547 loss_class_aux_dn: 1.803619 loss_bbox_aux_dn: 0.577525 loss_giou_aux_dn: 1.993780 loss: 14.239107 eta: 42 days, 2:56:54 batch_cost: 1.1937 data_cost: 0.0013 ips: 6.7020 images/s
[08/11 11:09:45] ppdet.engine INFO: Epoch: [11] [ 7600/54024] learning_rate: 0.000100 loss_class: 0.678998 loss_bbox: 0.109623 loss_giou: 0.484805 loss_class_aux: 4.213173 loss_bbox_aux: 0.716231 loss_giou_aux: 3.023925 loss_class_dn: 0.349791 loss_bbox_dn: 0.093505 loss_giou_dn: 0.369657 loss_class_aux_dn: 1.902797 loss_bbox_aux_dn: 0.586378 loss_giou_aux_dn: 2.132248 loss: 15.321581 eta: 42 days, 2:56:22 batch_cost: 1.1734 data_cost: 0.0172 ips: 6.8181 images/s
[08/11 11:11:48] ppdet.engine INFO: Epoch: [11] [ 7700/54024] learning_rate: 0.000100 loss_class: 0.706548 loss_bbox: 0.111614 loss_giou: 0.504956 loss_class_aux: 4.403731 loss_bbox_aux: 0.737339 loss_giou_aux: 3.164170 loss_class_dn: 0.358278 loss_bbox_dn: 0.097331 loss_giou_dn: 0.384832 loss_class_aux_dn: 1.931210 loss_bbox_aux_dn: 0.613646 loss_giou_aux_dn: 2.193104 loss: 15.318997 eta: 42 days, 2:55:52 batch_cost: 1.1745 data_cost: 0.0833 ips: 6.8115 images/s
[08/11 11:13:50] ppdet.engine INFO: Epoch: [11] [ 7800/54024] learning_rate: 0.000100 loss_class: 0.718498 loss_bbox: 0.107645 loss_giou: 0.454626 loss_class_aux: 4.440166 loss_bbox_aux: 0.703232 loss_giou_aux: 2.876467 loss_class_dn: 0.345620 loss_bbox_dn: 0.100649 loss_giou_dn: 0.353386 loss_class_aux_dn: 1.885767 loss_bbox_aux_dn: 0.615943 loss_giou_aux_dn: 2.051963 loss: 15.155252 eta: 42 days, 2:55:17 batch_cost: 1.1714 data_cost: 0.0014 ips: 6.8292 images/s
[08/11 11:15:45] ppdet.engine INFO: Epoch: [11] [ 7900/54024] learning_rate: 0.000100 loss_class: 0.693994 loss_bbox: 0.104207 loss_giou: 0.474426 loss_class_aux: 4.284356 loss_bbox_aux: 0.674399 loss_giou_aux: 2.927007 loss_class_dn: 0.331391 loss_bbox_dn: 0.095801 loss_giou_dn: 0.345927 loss_class_aux_dn: 1.790007 loss_bbox_aux_dn: 0.584775 loss_giou_aux_dn: 1.985226 loss: 14.616179 eta: 42 days, 2:53:15 batch_cost: 1.0969 data_cost: 0.0013 ips: 7.2933 images/s
[08/11 11:17:46] ppdet.engine INFO: Epoch: [11] [ 8000/54024] learning_rate: 0.000100 loss_class: 0.651084 loss_bbox: 0.101410 loss_giou: 0.493010 loss_class_aux: 4.062730 loss_bbox_aux: 0.657465 loss_giou_aux: 3.033867 loss_class_dn: 0.335776 loss_bbox_dn: 0.090432 loss_giou_dn: 0.363917 loss_class_aux_dn: 1.783209 loss_bbox_aux_dn: 0.576635 loss_giou_aux_dn: 2.061351 loss: 14.440765 eta: 42 days, 2:52:13 batch_cost: 1.1487 data_cost: 0.0013 ips: 6.9646 images/s
[08/11 11:19:38] ppdet.engine INFO: Epoch: [11] [ 8100/54024] learning_rate: 0.000100 loss_class: 0.678600 loss_bbox: 0.106629 loss_giou: 0.478583 loss_class_aux: 4.238711 loss_bbox_aux: 0.682043 loss_giou_aux: 2.950513 loss_class_dn: 0.330683 loss_bbox_dn: 0.092712 loss_giou_dn: 0.354066 loss_class_aux_dn: 1.811217 loss_bbox_aux_dn: 0.573167 loss_giou_aux_dn: 2.045910 loss: 14.692707 eta: 42 days, 2:49:34 batch_cost: 1.0659 data_cost: 0.0014 ips: 7.5052 images/s
[08/11 11:21:34] ppdet.engine INFO: Epoch: [11] [ 8200/54024] learning_rate: 0.000100 loss_class: 0.676911 loss_bbox: 0.107606 loss_giou: 0.491624 loss_class_aux: 4.158049 loss_bbox_aux: 0.686968 loss_giou_aux: 3.065527 loss_class_dn: 0.342377 loss_bbox_dn: 0.099615 loss_giou_dn: 0.378552 loss_class_aux_dn: 1.856264 loss_bbox_aux_dn: 0.611112 loss_giou_aux_dn: 2.180199 loss: 14.873355 eta: 42 days, 2:47:57 batch_cost: 1.1186 data_cost: 0.0025 ips: 7.1518 images/s
[08/11 11:23:26] ppdet.engine INFO: Epoch: [11] [ 8300/54024] learning_rate: 0.000100 loss_class: 0.644597 loss_bbox: 0.106319 loss_giou: 0.467484 loss_class_aux: 4.082926 loss_bbox_aux: 0.676721 loss_giou_aux: 2.900762 loss_class_dn: 0.333505 loss_bbox_dn: 0.097766 loss_giou_dn: 0.349434 loss_class_aux_dn: 1.792207 loss_bbox_aux_dn: 0.620943 loss_giou_aux_dn: 2.023161 loss: 14.680986 eta: 42 days, 2:45:22 batch_cost: 1.0695 data_cost: 0.0014 ips: 7.4804 images/s
[08/11 11:25:29] ppdet.engine INFO: Epoch: [11] [ 8400/54024] learning_rate: 0.000100 loss_class: 0.706884 loss_bbox: 0.102803 loss_giou: 0.555910 loss_class_aux: 4.302905 loss_bbox_aux: 0.666384 loss_giou_aux: 3.455958 loss_class_dn: 0.350808 loss_bbox_dn: 0.095494 loss_giou_dn: 0.391432 loss_class_aux_dn: 1.885501 loss_bbox_aux_dn: 0.565963 loss_giou_aux_dn: 2.232858 loss: 14.982016 eta: 42 days, 2:44:43 batch_cost: 1.1678 data_cost: 0.0013 ips: 6.8508 images/s
[08/11 11:27:24] ppdet.engine INFO: Epoch: [11] [ 8500/54024] learning_rate: 0.000100 loss_class: 0.635494 loss_bbox: 0.103106 loss_giou: 0.456625 loss_class_aux: 3.953631 loss_bbox_aux: 0.674354 loss_giou_aux: 2.831928 loss_class_dn: 0.311115 loss_bbox_dn: 0.090302 loss_giou_dn: 0.339481 loss_class_aux_dn: 1.696366 loss_bbox_aux_dn: 0.561927 loss_giou_aux_dn: 1.937838 loss: 13.647628 eta: 42 days, 2:42:39 batch_cost: 1.0953 data_cost: 0.0014 ips: 7.3043 images/s
[08/11 11:29:29] ppdet.engine INFO: Epoch: [11] [ 8600/54024] learning_rate: 0.000100 loss_class: 0.659678 loss_bbox: 0.093709 loss_giou: 0.437832 loss_class_aux: 4.164417 loss_bbox_aux: 0.635882 loss_giou_aux: 2.756584 loss_class_dn: 0.330133 loss_bbox_dn: 0.088932 loss_giou_dn: 0.340558 loss_class_aux_dn: 1.808706 loss_bbox_aux_dn: 0.570199 loss_giou_aux_dn: 1.959272 loss: 14.210399 eta: 42 days, 2:42:35 batch_cost: 1.1978 data_cost: 0.1195 ips: 6.6787 images/s
[08/11 11:31:28] ppdet.engine INFO: Epoch: [11] [ 8700/54024] learning_rate: 0.000100 loss_class: 0.662751 loss_bbox: 0.100352 loss_giou: 0.470084 loss_class_aux: 4.148225 loss_bbox_aux: 0.646175 loss_giou_aux: 2.910347 loss_class_dn: 0.331445 loss_bbox_dn: 0.091729 loss_giou_dn: 0.347711 loss_class_aux_dn: 1.764135 loss_bbox_aux_dn: 0.558580 loss_giou_aux_dn: 1.992234 loss: 14.215946 eta: 42 days, 2:41:19 batch_cost: 1.1366 data_cost: 0.0014 ips: 7.0385 images/s
[08/11 11:33:36] ppdet.engine INFO: Epoch: [11] [ 8800/54024] learning_rate: 0.000100 loss_class: 0.658616 loss_bbox: 0.108836 loss_giou: 0.444058 loss_class_aux: 4.140304 loss_bbox_aux: 0.696408 loss_giou_aux: 2.793292 loss_class_dn: 0.337401 loss_bbox_dn: 0.096810 loss_giou_dn: 0.349318 loss_class_aux_dn: 1.807313 loss_bbox_aux_dn: 0.578721 loss_giou_aux_dn: 2.006771 loss: 14.156225 eta: 42 days, 2:41:59 batch_cost: 1.2348 data_cost: 0.1233 ips: 6.4790 images/s
[08/11 11:35:33] ppdet.engine INFO: Epoch: [11] [ 8900/54024] learning_rate: 0.000100 loss_class: 0.679835 loss_bbox: 0.099317 loss_giou: 0.477994 loss_class_aux: 4.214570 loss_bbox_aux: 0.671654 loss_giou_aux: 2.962728 loss_class_dn: 0.336258 loss_bbox_dn: 0.094194 loss_giou_dn: 0.359386 loss_class_aux_dn: 1.827844 loss_bbox_aux_dn: 0.594849 loss_giou_aux_dn: 2.051890 loss: 14.571780 eta: 42 days, 2:40:18 batch_cost: 1.1155 data_cost: 0.0014 ips: 7.1716 images/s
[08/11 11:37:31] ppdet.engine INFO: Epoch: [11] [ 9000/54024] learning_rate: 0.000100 loss_class: 0.673916 loss_bbox: 0.101878 loss_giou: 0.443542 loss_class_aux: 4.172646 loss_bbox_aux: 0.649398 loss_giou_aux: 2.792374 loss_class_dn: 0.320081 loss_bbox_dn: 0.091110 loss_giou_dn: 0.344093 loss_class_aux_dn: 1.757316 loss_bbox_aux_dn: 0.578528 loss_giou_aux_dn: 1.974914 loss: 13.744228 eta: 42 days, 2:38:52 batch_cost: 1.1276 data_cost: 0.0014 ips: 7.0945 images/s
[08/11 11:39:28] ppdet.engine INFO: Epoch: [11] [ 9100/54024] learning_rate: 0.000100 loss_class: 0.681358 loss_bbox: 0.105933 loss_giou: 0.499966 loss_class_aux: 4.210982 loss_bbox_aux: 0.694342 loss_giou_aux: 3.147306 loss_class_dn: 0.341688 loss_bbox_dn: 0.092780 loss_giou_dn: 0.380499 loss_class_aux_dn: 1.858912 loss_bbox_aux_dn: 0.586594 loss_giou_aux_dn: 2.152903 loss: 14.571565 eta: 42 days, 2:37:06 batch_cost: 1.1116 data_cost: 0.0013 ips: 7.1967 images/s
[08/11 11:41:33] ppdet.engine INFO: Epoch: [11] [ 9200/54024] learning_rate: 0.000100 loss_class: 0.682425 loss_bbox: 0.111164 loss_giou: 0.500218 loss_class_aux: 4.195256 loss_bbox_aux: 0.705322 loss_giou_aux: 3.145322 loss_class_dn: 0.335630 loss_bbox_dn: 0.101331 loss_giou_dn: 0.383918 loss_class_aux_dn: 1.835609 loss_bbox_aux_dn: 0.638337 loss_giou_aux_dn: 2.174244 loss: 15.037889 eta: 42 days, 2:37:01 batch_cost: 1.1963 data_cost: 0.0526 ips: 6.6875 images/s
[08/11 11:43:28] ppdet.engine INFO: Epoch: [11] [ 9300/54024] learning_rate: 0.000100 loss_class: 0.704331 loss_bbox: 0.104014 loss_giou: 0.477602 loss_class_aux: 4.355156 loss_bbox_aux: 0.705574 loss_giou_aux: 2.967437 loss_class_dn: 0.354772 loss_bbox_dn: 0.096928 loss_giou_dn: 0.368226 loss_class_aux_dn: 1.878457 loss_bbox_aux_dn: 0.618579 loss_giou_aux_dn: 2.073253 loss: 15.057258 eta: 42 days, 2:35:05 batch_cost: 1.1026 data_cost: 0.0014 ips: 7.2554 images/s
[08/11 11:45:22] ppdet.engine INFO: Epoch: [11] [ 9400/54024] learning_rate: 0.000100 loss_class: 0.704920 loss_bbox: 0.111022 loss_giou: 0.497253 loss_class_aux: 4.384214 loss_bbox_aux: 0.713824 loss_giou_aux: 3.119057 loss_class_dn: 0.351071 loss_bbox_dn: 0.105171 loss_giou_dn: 0.387609 loss_class_aux_dn: 1.912338 loss_bbox_aux_dn: 0.659238 loss_giou_aux_dn: 2.225976 loss: 15.374553 eta: 42 days, 2:32:46 batch_cost: 1.0835 data_cost: 0.0013 ips: 7.3837 images/s
[08/11 11:47:17] ppdet.engine INFO: Epoch: [11] [ 9500/54024] learning_rate: 0.000100 loss_class: 0.696685 loss_bbox: 0.110946 loss_giou: 0.477561 loss_class_aux: 4.323480 loss_bbox_aux: 0.727920 loss_giou_aux: 3.004324 loss_class_dn: 0.347891 loss_bbox_dn: 0.096212 loss_giou_dn: 0.373665 loss_class_aux_dn: 1.900205 loss_bbox_aux_dn: 0.601148 loss_giou_aux_dn: 2.159383 loss: 15.107174 eta: 42 days, 2:30:45 batch_cost: 1.0983 data_cost: 0.0013 ips: 7.2840 images/s
[08/11 11:49:12] ppdet.engine INFO: Epoch: [11] [ 9600/54024] learning_rate: 0.000100 loss_class: 0.671759 loss_bbox: 0.096142 loss_giou: 0.483747 loss_class_aux: 4.173744 loss_bbox_aux: 0.644043 loss_giou_aux: 3.026542 loss_class_dn: 0.338951 loss_bbox_dn: 0.090568 loss_giou_dn: 0.366037 loss_class_aux_dn: 1.832848 loss_bbox_aux_dn: 0.551804 loss_giou_aux_dn: 2.112230 loss: 14.444380 eta: 42 days, 2:28:39 batch_cost: 1.0937 data_cost: 0.0014 ips: 7.3145 images/s
[08/11 11:51:13] ppdet.engine INFO: Epoch: [11] [ 9700/54024] learning_rate: 0.000100 loss_class: 0.690272 loss_bbox: 0.107200 loss_giou: 0.505234 loss_class_aux: 4.281159 loss_bbox_aux: 0.709739 loss_giou_aux: 3.106788 loss_class_dn: 0.350093 loss_bbox_dn: 0.099860 loss_giou_dn: 0.374541 loss_class_aux_dn: 1.895133 loss_bbox_aux_dn: 0.606923 loss_giou_aux_dn: 2.165455 loss: 15.185989 eta: 42 days, 2:27:43 batch_cost: 1.1541 data_cost: 0.0014 ips: 6.9321 images/s
[08/11 11:53:23] ppdet.engine INFO: Epoch: [11] [ 9800/54024] learning_rate: 0.000100 loss_class: 0.666797 loss_bbox: 0.115805 loss_giou: 0.507566 loss_class_aux: 4.148728 loss_bbox_aux: 0.749821 loss_giou_aux: 3.161669 loss_class_dn: 0.350622 loss_bbox_dn: 0.096294 loss_giou_dn: 0.386787 loss_class_aux_dn: 1.869715 loss_bbox_aux_dn: 0.594020 loss_giou_aux_dn: 2.182423 loss: 15.154870 eta: 42 days, 2:28:30 batch_cost: 1.2416 data_cost: 0.0013 ips: 6.4433 images/s
[08/11 11:55:15] ppdet.engine INFO: Epoch: [11] [ 9900/54024] learning_rate: 0.000100 loss_class: 0.692363 loss_bbox: 0.109229 loss_giou: 0.468901 loss_class_aux: 4.360955 loss_bbox_aux: 0.719427 loss_giou_aux: 2.918510 loss_class_dn: 0.362684 loss_bbox_dn: 0.104833 loss_giou_dn: 0.369782 loss_class_aux_dn: 1.939685 loss_bbox_aux_dn: 0.647206 loss_giou_aux_dn: 2.114492 loss: 15.504426 eta: 42 days, 2:25:56 batch_cost: 1.0698 data_cost: 0.0014 ips: 7.4781 images/s
[08/11 11:57:11] ppdet.engine INFO: Epoch: [11] [10000/54024] learning_rate: 0.000100 loss_class: 0.688382 loss_bbox: 0.111463 loss_giou: 0.507957 loss_class_aux: 4.282255 loss_bbox_aux: 0.720921 loss_giou_aux: 3.198499 loss_class_dn: 0.346995 loss_bbox_dn: 0.095243 loss_giou_dn: 0.371297 loss_class_aux_dn: 1.879560 loss_bbox_aux_dn: 0.593467 loss_giou_aux_dn: 2.177353 loss: 15.247480 eta: 42 days, 2:24:08 batch_cost: 1.1098 data_cost: 0.0014 ips: 7.2083 images/s
[08/11 11:59:08] ppdet.engine INFO: Epoch: [11] [10100/54024] learning_rate: 0.000100 loss_class: 0.686647 loss_bbox: 0.103355 loss_giou: 0.517365 loss_class_aux: 4.272432 loss_bbox_aux: 0.656860 loss_giou_aux: 3.167202 loss_class_dn: 0.367856 loss_bbox_dn: 0.089139 loss_giou_dn: 0.390875 loss_class_aux_dn: 1.966954 loss_bbox_aux_dn: 0.564424 loss_giou_aux_dn: 2.215122 loss: 15.796735 eta: 42 days, 2:22:28 batch_cost: 1.1157 data_cost: 0.0013 ips: 7.1707 images/s
[08/11 12:01:05] ppdet.engine INFO: Epoch: [11] [10200/54024] learning_rate: 0.000100 loss_class: 0.717380 loss_bbox: 0.116315 loss_giou: 0.496214 loss_class_aux: 4.434022 loss_bbox_aux: 0.744254 loss_giou_aux: 3.079204 loss_class_dn: 0.374254 loss_bbox_dn: 0.104822 loss_giou_dn: 0.392486 loss_class_aux_dn: 2.034028 loss_bbox_aux_dn: 0.634503 loss_giou_aux_dn: 2.258823 loss: 16.054079 eta: 42 days, 2:20:48 batch_cost: 1.1165 data_cost: 0.0293 ips: 7.1656 images/s
[08/11 12:02:57] ppdet.engine INFO: Epoch: [11] [10300/54024] learning_rate: 0.000100 loss_class: 0.703684 loss_bbox: 0.108393 loss_giou: 0.505582 loss_class_aux: 4.317183 loss_bbox_aux: 0.710505 loss_giou_aux: 3.143918 loss_class_dn: 0.358415 loss_bbox_dn: 0.090662 loss_giou_dn: 0.372864 loss_class_aux_dn: 1.933837 loss_bbox_aux_dn: 0.570109 loss_giou_aux_dn: 2.183004 loss: 15.278368 eta: 42 days, 2:18:10 batch_cost: 1.0669 data_cost: 0.0014 ips: 7.4984 images/s
[08/11 12:05:02] ppdet.engine INFO: Epoch: [11] [10400/54024] learning_rate: 0.000100 loss_class: 0.691941 loss_bbox: 0.106012 loss_giou: 0.484703 loss_class_aux: 4.310964 loss_bbox_aux: 0.706368 loss_giou_aux: 3.053509 loss_class_dn: 0.340009 loss_bbox_dn: 0.093942 loss_giou_dn: 0.376417 loss_class_aux_dn: 1.840531 loss_bbox_aux_dn: 0.592894 loss_giou_aux_dn: 2.135487 loss: 14.821812 eta: 42 days, 2:18:09 batch_cost: 1.2012 data_cost: 0.0013 ips: 6.6603 images/s
[08/11 12:06:55] ppdet.engine INFO: Epoch: [11] [10500/54024] learning_rate: 0.000100 loss_class: 0.670446 loss_bbox: 0.099592 loss_giou: 0.406433 loss_class_aux: 4.111297 loss_bbox_aux: 0.650690 loss_giou_aux: 2.586049 loss_class_dn: 0.330216 loss_bbox_dn: 0.090394 loss_giou_dn: 0.325981 loss_class_aux_dn: 1.793392 loss_bbox_aux_dn: 0.560492 loss_giou_aux_dn: 1.859277 loss: 13.993511 eta: 42 days, 2:15:42 batch_cost: 1.0756 data_cost: 0.0013 ips: 7.4377 images/s
[08/11 12:08:48] ppdet.engine INFO: Epoch: [11] [10600/54024] learning_rate: 0.000100 loss_class: 0.682414 loss_bbox: 0.098295 loss_giou: 0.467280 loss_class_aux: 4.243456 loss_bbox_aux: 0.632323 loss_giou_aux: 2.888400 loss_class_dn: 0.344939 loss_bbox_dn: 0.092852 loss_giou_dn: 0.349359 loss_class_aux_dn: 1.879432 loss_bbox_aux_dn: 0.567425 loss_giou_aux_dn: 2.022489 loss: 14.648866 eta: 42 days, 2:13:23 batch_cost: 1.0833 data_cost: 0.0014 ips: 7.3845 images/s
[08/11 12:10:44] ppdet.engine INFO: Epoch: [11] [10700/54024] learning_rate: 0.000100 loss_class: 0.686576 loss_bbox: 0.107150 loss_giou: 0.493434 loss_class_aux: 4.228421 loss_bbox_aux: 0.692267 loss_giou_aux: 3.106379 loss_class_dn: 0.352125 loss_bbox_dn: 0.095738 loss_giou_dn: 0.374790 loss_class_aux_dn: 1.900960 loss_bbox_aux_dn: 0.589693 loss_giou_aux_dn: 2.158368 loss: 15.014868 eta: 42 days, 2:11:26 batch_cost: 1.1016 data_cost: 0.0013 ips: 7.2622 images/s
[08/11 12:12:39] ppdet.engine INFO: Epoch: [11] [10800/54024] learning_rate: 0.000100 loss_class: 0.717668 loss_bbox: 0.113088 loss_giou: 0.518363 loss_class_aux: 4.479441 loss_bbox_aux: 0.713955 loss_giou_aux: 3.206205 loss_class_dn: 0.358772 loss_bbox_dn: 0.097526 loss_giou_dn: 0.387704 loss_class_aux_dn: 1.969645 loss_bbox_aux_dn: 0.612808 loss_giou_aux_dn: 2.231992 loss: 15.400890 eta: 42 days, 2:09:32 batch_cost: 1.1048 data_cost: 0.0013 ips: 7.2412 images/s
[08/11 12:14:40] ppdet.engine INFO: Epoch: [11] [10900/54024] learning_rate: 0.000100 loss_class: 0.659318 loss_bbox: 0.099876 loss_giou: 0.451752 loss_class_aux: 4.088042 loss_bbox_aux: 0.645908 loss_giou_aux: 2.775241 loss_class_dn: 0.320173 loss_bbox_dn: 0.095250 loss_giou_dn: 0.335943 loss_class_aux_dn: 1.737290 loss_bbox_aux_dn: 0.585595 loss_giou_aux_dn: 1.929630 loss: 13.666043 eta: 42 days, 2:08:39 batch_cost: 1.1561 data_cost: 0.0014 ips: 6.9197 images/s
[08/11 12:16:37] ppdet.engine INFO: Epoch: [11] [11000/54024] learning_rate: 0.000100 loss_class: 0.690559 loss_bbox: 0.104713 loss_giou: 0.503054 loss_class_aux: 4.334523 loss_bbox_aux: 0.682789 loss_giou_aux: 3.126214 loss_class_dn: 0.342775 loss_bbox_dn: 0.098058 loss_giou_dn: 0.377354 loss_class_aux_dn: 1.841520 loss_bbox_aux_dn: 0.611490 loss_giou_aux_dn: 2.138529 loss: 14.692307 eta: 42 days, 2:06:51 batch_cost: 1.1098 data_cost: 0.0015 ips: 7.2084 images/s
[08/11 12:18:31] ppdet.engine INFO: Epoch: [11] [11100/54024] learning_rate: 0.000100 loss_class: 0.662487 loss_bbox: 0.103318 loss_giou: 0.490358 loss_class_aux: 4.075085 loss_bbox_aux: 0.669782 loss_giou_aux: 3.056817 loss_class_dn: 0.332392 loss_bbox_dn: 0.093156 loss_giou_dn: 0.357249 loss_class_aux_dn: 1.812089 loss_bbox_aux_dn: 0.589572 loss_giou_aux_dn: 2.076113 loss: 14.129407 eta: 42 days, 2:04:41 batch_cost: 1.0900 data_cost: 0.0013 ips: 7.3397 images/s
[08/11 12:20:24] ppdet.engine INFO: Epoch: [11] [11200/54024] learning_rate: 0.000100 loss_class: 0.659918 loss_bbox: 0.102803 loss_giou: 0.440294 loss_class_aux: 4.073351 loss_bbox_aux: 0.654993 loss_giou_aux: 2.765265 loss_class_dn: 0.325002 loss_bbox_dn: 0.097678 loss_giou_dn: 0.359441 loss_class_aux_dn: 1.803238 loss_bbox_aux_dn: 0.583848 loss_giou_aux_dn: 2.064483 loss: 14.342319 eta: 42 days, 2:02:18 batch_cost: 1.0799 data_cost: 0.0020 ips: 7.4079 images/s
[08/11 12:22:17] ppdet.engine INFO: Epoch: [11] [11300/54024] learning_rate: 0.000100 loss_class: 0.678525 loss_bbox: 0.108129 loss_giou: 0.494646 loss_class_aux: 4.209685 loss_bbox_aux: 0.681688 loss_giou_aux: 3.084979 loss_class_dn: 0.345287 loss_bbox_dn: 0.088079 loss_giou_dn: 0.378571 loss_class_aux_dn: 1.872473 loss_bbox_aux_dn: 0.552891 loss_giou_aux_dn: 2.167449 loss: 14.980383 eta: 42 days, 1:59:50 batch_cost: 1.0751 data_cost: 0.0013 ips: 7.4415 images/s
[08/11 12:24:12] ppdet.engine INFO: Epoch: [11] [11400/54024] learning_rate: 0.000100 loss_class: 0.721884 loss_bbox: 0.103835 loss_giou: 0.476395 loss_class_aux: 4.348025 loss_bbox_aux: 0.695675 loss_giou_aux: 3.021905 loss_class_dn: 0.359559 loss_bbox_dn: 0.101335 loss_giou_dn: 0.364591 loss_class_aux_dn: 1.938238 loss_bbox_aux_dn: 0.620239 loss_giou_aux_dn: 2.077752 loss: 15.512970 eta: 42 days, 1:57:49 batch_cost: 1.0979 data_cost: 0.0019 ips: 7.2866 images/s
[08/11 12:26:07] ppdet.engine INFO: Epoch: [11] [11500/54024] learning_rate: 0.000100 loss_class: 0.690467 loss_bbox: 0.103071 loss_giou: 0.458499 loss_class_aux: 4.240731 loss_bbox_aux: 0.682317 loss_giou_aux: 2.894994 loss_class_dn: 0.350419 loss_bbox_dn: 0.095871 loss_giou_dn: 0.365641 loss_class_aux_dn: 1.904804 loss_bbox_aux_dn: 0.575188 loss_giou_aux_dn: 2.090041 loss: 14.659720 eta: 42 days, 1:55:48 batch_cost: 1.0986 data_cost: 0.0013 ips: 7.2822 images/s
[08/11 12:28:00] ppdet.engine INFO: Epoch: [11] [11600/54024] learning_rate: 0.000100 loss_class: 0.648041 loss_bbox: 0.097725 loss_giou: 0.433986 loss_class_aux: 4.032715 loss_bbox_aux: 0.644245 loss_giou_aux: 2.749550 loss_class_dn: 0.322167 loss_bbox_dn: 0.091707 loss_giou_dn: 0.342048 loss_class_aux_dn: 1.744172 loss_bbox_aux_dn: 0.573184 loss_giou_aux_dn: 1.936038 loss: 13.645212 eta: 42 days, 1:53:18 batch_cost: 1.0733 data_cost: 0.0013 ips: 7.4538 images/s
[08/11 12:29:53] ppdet.engine INFO: Epoch: [11] [11700/54024] learning_rate: 0.000100 loss_class: 0.694775 loss_bbox: 0.115131 loss_giou: 0.501946 loss_class_aux: 4.309441 loss_bbox_aux: 0.733359 loss_giou_aux: 3.178763 loss_class_dn: 0.351406 loss_bbox_dn: 0.108004 loss_giou_dn: 0.372956 loss_class_aux_dn: 1.899578 loss_bbox_aux_dn: 0.652352 loss_giou_aux_dn: 2.135061 loss: 15.281590 eta: 42 days, 1:50:59 batch_cost: 1.0831 data_cost: 0.0013 ips: 7.3863 images/s
[08/11 12:31:50] ppdet.engine INFO: Epoch: [11] [11800/54024] learning_rate: 0.000100 loss_class: 0.691804 loss_bbox: 0.110224 loss_giou: 0.539952 loss_class_aux: 4.224938 loss_bbox_aux: 0.725041 loss_giou_aux: 3.416695 loss_class_dn: 0.356234 loss_bbox_dn: 0.103113 loss_giou_dn: 0.416079 loss_class_aux_dn: 1.922562 loss_bbox_aux_dn: 0.630045 loss_giou_aux_dn: 2.380300 loss: 16.090365 eta: 42 days, 1:49:18 batch_cost: 1.1152 data_cost: 0.0013 ips: 7.1735 images/s
[08/11 12:33:44] ppdet.engine INFO: Epoch: [11] [11900/54024] learning_rate: 0.000100 loss_class: 0.681649 loss_bbox: 0.108935 loss_giou: 0.499243 loss_class_aux: 4.225621 loss_bbox_aux: 0.727991 loss_giou_aux: 3.021824 loss_class_dn: 0.339275 loss_bbox_dn: 0.100705 loss_giou_dn: 0.368828 loss_class_aux_dn: 1.839490 loss_bbox_aux_dn: 0.624978 loss_giou_aux_dn: 2.103969 loss: 14.775984 eta: 42 days, 1:47:05 batch_cost: 1.0878 data_cost: 0.0014 ips: 7.3541 images/s
[08/11 12:35:41] ppdet.engine INFO: Epoch: [11] [12000/54024] learning_rate: 0.000100 loss_class: 0.691562 loss_bbox: 0.105380 loss_giou: 0.502460 loss_class_aux: 4.309183 loss_bbox_aux: 0.693584 loss_giou_aux: 3.137169 loss_class_dn: 0.347871 loss_bbox_dn: 0.096380 loss_giou_dn: 0.381322 loss_class_aux_dn: 1.862727 loss_bbox_aux_dn: 0.622131 loss_giou_aux_dn: 2.189478 loss: 15.051564 eta: 42 days, 1:45:24 batch_cost: 1.1155 data_cost: 0.0014 ips: 7.1719 images/s
[08/11 12:37:35] ppdet.engine INFO: Epoch: [11] [12100/54024] learning_rate: 0.000100 loss_class: 0.680574 loss_bbox: 0.107490 loss_giou: 0.514056 loss_class_aux: 4.270133 loss_bbox_aux: 0.684361 loss_giou_aux: 3.229922 loss_class_dn: 0.352711 loss_bbox_dn: 0.095915 loss_giou_dn: 0.388454 loss_class_aux_dn: 1.882357 loss_bbox_aux_dn: 0.595199 loss_giou_aux_dn: 2.193340 loss: 15.404119 eta: 42 days, 1:43:04 batch_cost: 1.0826 data_cost: 0.0091 ips: 7.3894 images/s
[08/11 12:39:38] ppdet.engine INFO: Epoch: [11] [12200/54024] learning_rate: 0.000100 loss_class: 0.718836 loss_bbox: 0.108308 loss_giou: 0.498621 loss_class_aux: 4.335737 loss_bbox_aux: 0.699768 loss_giou_aux: 3.122782 loss_class_dn: 0.362596 loss_bbox_dn: 0.091396 loss_giou_dn: 0.373727 loss_class_aux_dn: 1.956878 loss_bbox_aux_dn: 0.594743 loss_giou_aux_dn: 2.171027 loss: 15.659335 eta: 42 days, 1:42:36 batch_cost: 1.1775 data_cost: 0.0014 ips: 6.7941 images/s
[08/11 12:41:30] ppdet.engine INFO: Epoch: [11] [12300/54024] learning_rate: 0.000100 loss_class: 0.678254 loss_bbox: 0.102325 loss_giou: 0.485143 loss_class_aux: 4.179754 loss_bbox_aux: 0.678472 loss_giou_aux: 3.054021 loss_class_dn: 0.324438 loss_bbox_dn: 0.101981 loss_giou_dn: 0.361152 loss_class_aux_dn: 1.758583 loss_bbox_aux_dn: 0.632033 loss_giou_aux_dn: 2.060638 loss: 14.355952 eta: 42 days, 1:40:01 batch_cost: 1.0695 data_cost: 0.0013 ips: 7.4799 images/s
[08/11 12:43:24] ppdet.engine INFO: Epoch: [11] [12400/54024] learning_rate: 0.000100 loss_class: 0.667431 loss_bbox: 0.105134 loss_giou: 0.482961 loss_class_aux: 4.075819 loss_bbox_aux: 0.702150 loss_giou_aux: 3.012280 loss_class_dn: 0.340103 loss_bbox_dn: 0.098149 loss_giou_dn: 0.364253 loss_class_aux_dn: 1.846268 loss_bbox_aux_dn: 0.590147 loss_giou_aux_dn: 2.093138 loss: 14.876010 eta: 42 days, 1:37:50 batch_cost: 1.0898 data_cost: 0.0013 ips: 7.3407 images/s
[08/11 12:45:16] ppdet.engine INFO: Epoch: [11] [12500/54024] learning_rate: 0.000100 loss_class: 0.697516 loss_bbox: 0.105633 loss_giou: 0.430289 loss_class_aux: 4.342607 loss_bbox_aux: 0.689617 loss_giou_aux: 2.734282 loss_class_dn: 0.320180 loss_bbox_dn: 0.099764 loss_giou_dn: 0.325424 loss_class_aux_dn: 1.748664 loss_bbox_aux_dn: 0.597536 loss_giou_aux_dn: 1.872238 loss: 14.040213 eta: 42 days, 1:35:12 batch_cost: 1.0658 data_cost: 0.0013 ips: 7.5062 images/s
[08/11 12:47:10] ppdet.engine INFO: Epoch: [11] [12600/54024] learning_rate: 0.000100 loss_class: 0.698302 loss_bbox: 0.108426 loss_giou: 0.506195 loss_class_aux: 4.330180 loss_bbox_aux: 0.719417 loss_giou_aux: 3.144804 loss_class_dn: 0.348750 loss_bbox_dn: 0.100183 loss_giou_dn: 0.384182 loss_class_aux_dn: 1.873520 loss_bbox_aux_dn: 0.603418 loss_giou_aux_dn: 2.190567 loss: 15.419355 eta: 42 days, 1:33:07 batch_cost: 1.0951 data_cost: 0.0013 ips: 7.3050 images/s
[08/11 12:49:08] ppdet.engine INFO: Epoch: [11] [12700/54024] learning_rate: 0.000100 loss_class: 0.700289 loss_bbox: 0.105922 loss_giou: 0.494081 loss_class_aux: 4.301401 loss_bbox_aux: 0.698618 loss_giou_aux: 3.107672 loss_class_dn: 0.355860 loss_bbox_dn: 0.098048 loss_giou_dn: 0.380163 loss_class_aux_dn: 1.918527 loss_bbox_aux_dn: 0.600933 loss_giou_aux_dn: 2.180920 loss: 15.132102 eta: 42 days, 1:31:34 batch_cost: 1.1224 data_cost: 0.0014 ips: 7.1276 images/s
[08/11 12:51:06] ppdet.engine INFO: Epoch: [11] [12800/54024] learning_rate: 0.000100 loss_class: 0.654569 loss_bbox: 0.106348 loss_giou: 0.487703 loss_class_aux: 4.112541 loss_bbox_aux: 0.695623 loss_giou_aux: 3.116853 loss_class_dn: 0.343406 loss_bbox_dn: 0.097298 loss_giou_dn: 0.378830 loss_class_aux_dn: 1.841589 loss_bbox_aux_dn: 0.598841 loss_giou_aux_dn: 2.178255 loss: 14.998770 eta: 42 days, 1:30:05 batch_cost: 1.1252 data_cost: 0.0013 ips: 7.1096 images/s
[08/11 12:53:05] ppdet.engine INFO: Epoch: [11] [12900/54024] learning_rate: 0.000100 loss_class: 0.699467 loss_bbox: 0.107406 loss_giou: 0.466182 loss_class_aux: 4.351491 loss_bbox_aux: 0.698002 loss_giou_aux: 2.899204 loss_class_dn: 0.344204 loss_bbox_dn: 0.101054 loss_giou_dn: 0.353014 loss_class_aux_dn: 1.882103 loss_bbox_aux_dn: 0.622147 loss_giou_aux_dn: 2.027711 loss: 15.112816 eta: 42 days, 1:28:49 batch_cost: 1.1374 data_cost: 0.0013 ips: 7.0338 images/s
[08/11 12:54:55] ppdet.engine INFO: Epoch: [11] [13000/54024] learning_rate: 0.000100 loss_class: 0.686476 loss_bbox: 0.105653 loss_giou: 0.518353 loss_class_aux: 4.234369 loss_bbox_aux: 0.678659 loss_giou_aux: 3.296472 loss_class_dn: 0.343352 loss_bbox_dn: 0.097314 loss_giou_dn: 0.370065 loss_class_aux_dn: 1.847023 loss_bbox_aux_dn: 0.595902 loss_giou_aux_dn: 2.143274 loss: 14.930761 eta: 42 days, 1:25:52 batch_cost: 1.0499 data_cost: 0.0013 ips: 7.6195 images/s
[08/11 12:56:46] ppdet.engine INFO: Epoch: [11] [13100/54024] learning_rate: 0.000100 loss_class: 0.681795 loss_bbox: 0.096394 loss_giou: 0.477660 loss_class_aux: 4.233804 loss_bbox_aux: 0.637272 loss_giou_aux: 2.961678 loss_class_dn: 0.341503 loss_bbox_dn: 0.089498 loss_giou_dn: 0.370365 loss_class_aux_dn: 1.850350 loss_bbox_aux_dn: 0.542121 loss_giou_aux_dn: 2.107932 loss: 15.096515 eta: 42 days, 1:23:01 batch_cost: 1.0553 data_cost: 0.0013 ips: 7.5807 images/s
[08/11 12:58:43] ppdet.engine INFO: Epoch: [11] [13200/54024] learning_rate: 0.000100 loss_class: 0.679587 loss_bbox: 0.103265 loss_giou: 0.432446 loss_class_aux: 4.233706 loss_bbox_aux: 0.671151 loss_giou_aux: 2.725344 loss_class_dn: 0.340431 loss_bbox_dn: 0.091067 loss_giou_dn: 0.340236 loss_class_aux_dn: 1.840690 loss_bbox_aux_dn: 0.560796 loss_giou_aux_dn: 1.984158 loss: 14.413406 eta: 42 days, 1:21:24 batch_cost: 1.1190 data_cost: 0.0013 ips: 7.1494 images/s
[08/11 13:00:36] ppdet.engine INFO: Epoch: [11] [13300/54024] learning_rate: 0.000100 loss_class: 0.665510 loss_bbox: 0.107118 loss_giou: 0.461305 loss_class_aux: 4.097221 loss_bbox_aux: 0.683924 loss_giou_aux: 2.882708 loss_class_dn: 0.325805 loss_bbox_dn: 0.105299 loss_giou_dn: 0.351281 loss_class_aux_dn: 1.768531 loss_bbox_aux_dn: 0.640984 loss_giou_aux_dn: 2.021989 loss: 14.288310 eta: 42 days, 1:19:01 batch_cost: 1.0790 data_cost: 0.0013 ips: 7.4145 images/s
[08/11 13:02:32] ppdet.engine INFO: Epoch: [11] [13400/54024] learning_rate: 0.000100 loss_class: 0.661098 loss_bbox: 0.109463 loss_giou: 0.472313 loss_class_aux: 4.150549 loss_bbox_aux: 0.715002 loss_giou_aux: 2.985457 loss_class_dn: 0.357841 loss_bbox_dn: 0.096802 loss_giou_dn: 0.369571 loss_class_aux_dn: 1.912670 loss_bbox_aux_dn: 0.612961 loss_giou_aux_dn: 2.105057 loss: 15.515258 eta: 42 days, 1:17:09 batch_cost: 1.1061 data_cost: 0.0013 ips: 7.2325 images/s
[08/11 13:04:25] ppdet.engine INFO: Epoch: [11] [13500/54024] learning_rate: 0.000100 loss_class: 0.688242 loss_bbox: 0.108009 loss_giou: 0.452876 loss_class_aux: 4.266525 loss_bbox_aux: 0.679911 loss_giou_aux: 2.862137 loss_class_dn: 0.337680 loss_bbox_dn: 0.105533 loss_giou_dn: 0.349849 loss_class_aux_dn: 1.833429 loss_bbox_aux_dn: 0.643634 loss_giou_aux_dn: 1.999711 loss: 14.507643 eta: 42 days, 1:14:37 batch_cost: 1.0711 data_cost: 0.0013 ips: 7.4692 images/s
[08/11 13:06:23] ppdet.engine INFO: Epoch: [11] [13600/54024] learning_rate: 0.000100 loss_class: 0.727194 loss_bbox: 0.103304 loss_giou: 0.498775 loss_class_aux: 4.436337 loss_bbox_aux: 0.697911 loss_giou_aux: 3.078869 loss_class_dn: 0.360060 loss_bbox_dn: 0.100818 loss_giou_dn: 0.378876 loss_class_aux_dn: 1.955840 loss_bbox_aux_dn: 0.642108 loss_giou_aux_dn: 2.171234 loss: 15.323346 eta: 42 days, 1:13:20 batch_cost: 1.1362 data_cost: 0.0013 ips: 7.0410 images/s
[08/11 13:08:34] ppdet.engine INFO: Epoch: [11] [13700/54024] learning_rate: 0.000100 loss_class: 0.691163 loss_bbox: 0.112056 loss_giou: 0.481784 loss_class_aux: 4.308549 loss_bbox_aux: 0.722043 loss_giou_aux: 2.981349 loss_class_dn: 0.337026 loss_bbox_dn: 0.099227 loss_giou_dn: 0.360424 loss_class_aux_dn: 1.854568 loss_bbox_aux_dn: 0.615889 loss_giou_aux_dn: 2.134417 loss: 15.230100 eta: 42 days, 1:14:11 batch_cost: 1.2472 data_cost: 0.0014 ips: 6.4141 images/s
[08/11 13:10:30] ppdet.engine INFO: Epoch: [11] [13800/54024] learning_rate: 0.000100 loss_class: 0.706007 loss_bbox: 0.109517 loss_giou: 0.521209 loss_class_aux: 4.370339 loss_bbox_aux: 0.717306 loss_giou_aux: 3.251150 loss_class_dn: 0.365454 loss_bbox_dn: 0.095530 loss_giou_dn: 0.392469 loss_class_aux_dn: 1.959213 loss_bbox_aux_dn: 0.593610 loss_giou_aux_dn: 2.240626 loss: 16.012766 eta: 42 days, 1:12:32 batch_cost: 1.1166 data_cost: 0.0014 ips: 7.1649 images/s
[08/11 13:12:23] ppdet.engine INFO: Epoch: [11] [13900/54024] learning_rate: 0.000100 loss_class: 0.689891 loss_bbox: 0.105370 loss_giou: 0.461501 loss_class_aux: 4.314481 loss_bbox_aux: 0.704608 loss_giou_aux: 2.905948 loss_class_dn: 0.339337 loss_bbox_dn: 0.095246 loss_giou_dn: 0.352923 loss_class_aux_dn: 1.853244 loss_bbox_aux_dn: 0.583810 loss_giou_aux_dn: 2.048454 loss: 14.783802 eta: 42 days, 1:10:01 batch_cost: 1.0724 data_cost: 0.0013 ips: 7.4596 images/s
[08/11 13:14:18] ppdet.engine INFO: Epoch: [11] [14000/54024] learning_rate: 0.000100 loss_class: 0.709178 loss_bbox: 0.114121 loss_giou: 0.524249 loss_class_aux: 4.382316 loss_bbox_aux: 0.746659 loss_giou_aux: 3.249533 loss_class_dn: 0.373779 loss_bbox_dn: 0.106602 loss_giou_dn: 0.411742 loss_class_aux_dn: 2.021734 loss_bbox_aux_dn: 0.650962 loss_giou_aux_dn: 2.342217 loss: 15.963428 eta: 42 days, 1:08:02 batch_cost: 1.1001 data_cost: 0.0013 ips: 7.2720 images/s
[08/11 13:16:14] ppdet.engine INFO: Epoch: [11] [14100/54024] learning_rate: 0.000100 loss_class: 0.683414 loss_bbox: 0.115560 loss_giou: 0.461616 loss_class_aux: 4.339890 loss_bbox_aux: 0.737799 loss_giou_aux: 2.857169 loss_class_dn: 0.346111 loss_bbox_dn: 0.100712 loss_giou_dn: 0.358946 loss_class_aux_dn: 1.887888 loss_bbox_aux_dn: 0.626981 loss_giou_aux_dn: 2.049017 loss: 15.055094 eta: 42 days, 1:06:05 batch_cost: 1.1021 data_cost: 0.0257 ips: 7.2592 images/s
[08/11 13:18:11] ppdet.engine INFO: Epoch: [11] [14200/54024] learning_rate: 0.000100 loss_class: 0.685925 loss_bbox: 0.112798 loss_giou: 0.494193 loss_class_aux: 4.263897 loss_bbox_aux: 0.725550 loss_giou_aux: 3.118836 loss_class_dn: 0.338185 loss_bbox_dn: 0.097022 loss_giou_dn: 0.365418 loss_class_aux_dn: 1.851881 loss_bbox_aux_dn: 0.616629 loss_giou_aux_dn: 2.114027 loss: 14.817617 eta: 42 days, 1:04:33 batch_cost: 1.1232 data_cost: 0.0013 ips: 7.1228 images/s
[08/11 13:20:10] ppdet.engine INFO: Epoch: [11] [14300/54024] learning_rate: 0.000100 loss_class: 0.692532 loss_bbox: 0.105949 loss_giou: 0.473335 loss_class_aux: 4.375608 loss_bbox_aux: 0.701467 loss_giou_aux: 2.968949 loss_class_dn: 0.342012 loss_bbox_dn: 0.098514 loss_giou_dn: 0.369285 loss_class_aux_dn: 1.846145 loss_bbox_aux_dn: 0.593816 loss_giou_aux_dn: 2.129895 loss: 14.710048 eta: 42 days, 1:03:21 batch_cost: 1.1407 data_cost: 0.0022 ips: 7.0132 images/s
[08/11 13:22:05] ppdet.engine INFO: Epoch: [11] [14400/54024] learning_rate: 0.000100 loss_class: 0.678116 loss_bbox: 0.110237 loss_giou: 0.477424 loss_class_aux: 4.252030 loss_bbox_aux: 0.704910 loss_giou_aux: 2.986576 loss_class_dn: 0.334247 loss_bbox_dn: 0.097429 loss_giou_dn: 0.356544 loss_class_aux_dn: 1.798984 loss_bbox_aux_dn: 0.599978 loss_giou_aux_dn: 2.040572 loss: 14.653735 eta: 42 days, 1:01:17 batch_cost: 1.0955 data_cost: 0.0013 ips: 7.3025 images/s
[08/11 13:23:58] ppdet.engine INFO: Epoch: [11] [14500/54024] learning_rate: 0.000100 loss_class: 0.667169 loss_bbox: 0.107917 loss_giou: 0.499751 loss_class_aux: 4.136530 loss_bbox_aux: 0.699696 loss_giou_aux: 3.088434 loss_class_dn: 0.347736 loss_bbox_dn: 0.096419 loss_giou_dn: 0.385491 loss_class_aux_dn: 1.864802 loss_bbox_aux_dn: 0.589952 loss_giou_aux_dn: 2.199929 loss: 14.832205 eta: 42 days, 0:58:53 batch_cost: 1.0783 data_cost: 0.0014 ips: 7.4191 images/s
[08/11 13:25:52] ppdet.engine INFO: Epoch: [11] [14600/54024] learning_rate: 0.000100 loss_class: 0.706116 loss_bbox: 0.104008 loss_giou: 0.495343 loss_class_aux: 4.361938 loss_bbox_aux: 0.667786 loss_giou_aux: 3.086274 loss_class_dn: 0.351521 loss_bbox_dn: 0.093475 loss_giou_dn: 0.361550 loss_class_aux_dn: 1.906967 loss_bbox_aux_dn: 0.580099 loss_giou_aux_dn: 2.101359 loss: 14.831165 eta: 42 days, 0:56:39 batch_cost: 1.0863 data_cost: 0.0013 ips: 7.3645 images/s
[08/11 13:27:48] ppdet.engine INFO: Epoch: [11] [14700/54024] learning_rate: 0.000100 loss_class: 0.706727 loss_bbox: 0.102330 loss_giou: 0.513547 loss_class_aux: 4.345784 loss_bbox_aux: 0.673804 loss_giou_aux: 3.154567 loss_class_dn: 0.343442 loss_bbox_dn: 0.099028 loss_giou_dn: 0.372829 loss_class_aux_dn: 1.865457 loss_bbox_aux_dn: 0.601155 loss_giou_aux_dn: 2.150165 loss: 15.061343 eta: 42 days, 0:54:53 batch_cost: 1.1112 data_cost: 0.0014 ips: 7.1996 images/s
[08/11 13:29:49] ppdet.engine INFO: Epoch: [11] [14800/54024] learning_rate: 0.000100 loss_class: 0.671327 loss_bbox: 0.099374 loss_giou: 0.513252 loss_class_aux: 4.196339 loss_bbox_aux: 0.652812 loss_giou_aux: 3.145652 loss_class_dn: 0.325656 loss_bbox_dn: 0.092243 loss_giou_dn: 0.364460 loss_class_aux_dn: 1.796101 loss_bbox_aux_dn: 0.572553 loss_giou_aux_dn: 2.080314 loss: 14.221234 eta: 42 days, 0:53:57 batch_cost: 1.1553 data_cost: 0.0013 ips: 6.9248 images/s
[08/11 13:31:46] ppdet.engine INFO: Epoch: [11] [14900/54024] learning_rate: 0.000100 loss_class: 0.665855 loss_bbox: 0.106166 loss_giou: 0.497593 loss_class_aux: 4.115060 loss_bbox_aux: 0.682909 loss_giou_aux: 3.152187 loss_class_dn: 0.346809 loss_bbox_dn: 0.091314 loss_giou_dn: 0.377524 loss_class_aux_dn: 1.869073 loss_bbox_aux_dn: 0.570504 loss_giou_aux_dn: 2.154455 loss: 14.747221 eta: 42 days, 0:52:12 batch_cost: 1.1121 data_cost: 0.0013 ips: 7.1939 images/s
[08/11 13:34:02] ppdet.engine INFO: Epoch: [11] [15000/54024] learning_rate: 0.000100 loss_class: 0.679573 loss_bbox: 0.106585 loss_giou: 0.515254 loss_class_aux: 4.263393 loss_bbox_aux: 0.723632 loss_giou_aux: 3.205804 loss_class_dn: 0.348193 loss_bbox_dn: 0.093501 loss_giou_dn: 0.381296 loss_class_aux_dn: 1.870165 loss_bbox_aux_dn: 0.579429 loss_giou_aux_dn: 2.167808 loss: 15.449952 eta: 42 days, 0:54:16 batch_cost: 1.3109 data_cost: 0.0013 ips: 6.1026 images/s
[08/11 13:35:59] ppdet.engine INFO: Epoch: [11] [15100/54024] learning_rate: 0.000100 loss_class: 0.664659 loss_bbox: 0.103647 loss_giou: 0.473783 loss_class_aux: 4.183993 loss_bbox_aux: 0.690222 loss_giou_aux: 2.963171 loss_class_dn: 0.350207 loss_bbox_dn: 0.098208 loss_giou_dn: 0.381508 loss_class_aux_dn: 1.879715 loss_bbox_aux_dn: 0.600564 loss_giou_aux_dn: 2.195977 loss: 15.032668 eta: 42 days, 0:52:39 batch_cost: 1.1193 data_cost: 0.0013 ips: 7.1476 images/s
[08/11 13:37:59] ppdet.engine INFO: Epoch: [11] [15200/54024] learning_rate: 0.000100 loss_class: 0.645774 loss_bbox: 0.105046 loss_giou: 0.460531 loss_class_aux: 4.021055 loss_bbox_aux: 0.675992 loss_giou_aux: 2.863301 loss_class_dn: 0.323668 loss_bbox_dn: 0.096984 loss_giou_dn: 0.333772 loss_class_aux_dn: 1.735764 loss_bbox_aux_dn: 0.600359 loss_giou_aux_dn: 1.896525 loss: 13.733815 eta: 42 days, 0:51:35 batch_cost: 1.1477 data_cost: 0.0013 ips: 6.9707 images/s
[08/11 13:39:55] ppdet.engine INFO: Epoch: [11] [15300/54024] learning_rate: 0.000100 loss_class: 0.690616 loss_bbox: 0.104705 loss_giou: 0.493467 loss_class_aux: 4.263659 loss_bbox_aux: 0.674120 loss_giou_aux: 3.101896 loss_class_dn: 0.343630 loss_bbox_dn: 0.106452 loss_giou_dn: 0.366542 loss_class_aux_dn: 1.863016 loss_bbox_aux_dn: 0.646295 loss_giou_aux_dn: 2.110680 loss: 14.770216 eta: 42 days, 0:49:42 batch_cost: 1.1051 data_cost: 0.0013 ips: 7.2389 images/s
[08/11 13:41:54] ppdet.engine INFO: Epoch: [11] [15400/54024] learning_rate: 0.000100 loss_class: 0.657983 loss_bbox: 0.106784 loss_giou: 0.471533 loss_class_aux: 4.104896 loss_bbox_aux: 0.682556 loss_giou_aux: 2.927683 loss_class_dn: 0.329556 loss_bbox_dn: 0.106787 loss_giou_dn: 0.363820 loss_class_aux_dn: 1.792382 loss_bbox_aux_dn: 0.634669 loss_giou_aux_dn: 2.091980 loss: 14.606925 eta: 42 days, 0:48:25 batch_cost: 1.1366 data_cost: 0.0202 ips: 7.0383 images/s
[08/11 13:43:57] ppdet.engine INFO: Epoch: [11] [15500/54024] learning_rate: 0.000100 loss_class: 0.670527 loss_bbox: 0.104741 loss_giou: 0.450010 loss_class_aux: 4.196539 loss_bbox_aux: 0.690618 loss_giou_aux: 2.832362 loss_class_dn: 0.327002 loss_bbox_dn: 0.099347 loss_giou_dn: 0.350554 loss_class_aux_dn: 1.755167 loss_bbox_aux_dn: 0.589787 loss_giou_aux_dn: 2.030901 loss: 14.114194 eta: 42 days, 0:47:57 batch_cost: 1.1794 data_cost: 0.0117 ips: 6.7830 images/s
[08/11 13:45:50] ppdet.engine INFO: Epoch: [11] [15600/54024] learning_rate: 0.000100 loss_class: 0.698037 loss_bbox: 0.102540 loss_giou: 0.450248 loss_class_aux: 4.400378 loss_bbox_aux: 0.673856 loss_giou_aux: 2.805994 loss_class_dn: 0.330674 loss_bbox_dn: 0.094631 loss_giou_dn: 0.349647 loss_class_aux_dn: 1.792389 loss_bbox_aux_dn: 0.593404 loss_giou_aux_dn: 1.988722 loss: 14.837564 eta: 42 days, 0:45:32 batch_cost: 1.0774 data_cost: 0.0014 ips: 7.4253 images/s
[08/11 13:47:41] ppdet.engine INFO: Epoch: [11] [15700/54024] learning_rate: 0.000100 loss_class: 0.724358 loss_bbox: 0.110539 loss_giou: 0.480475 loss_class_aux: 4.494050 loss_bbox_aux: 0.714749 loss_giou_aux: 3.004434 loss_class_dn: 0.369763 loss_bbox_dn: 0.098171 loss_giou_dn: 0.372785 loss_class_aux_dn: 1.997582 loss_bbox_aux_dn: 0.621150 loss_giou_aux_dn: 2.153267 loss: 15.597064 eta: 42 days, 0:42:47 batch_cost: 1.0591 data_cost: 0.0013 ips: 7.5536 images/s
[08/11 13:49:34] ppdet.engine INFO: Epoch: [11] [15800/54024] learning_rate: 0.000100 loss_class: 0.726690 loss_bbox: 0.107253 loss_giou: 0.481707 loss_class_aux: 4.470506 loss_bbox_aux: 0.717146 loss_giou_aux: 3.032758 loss_class_dn: 0.354288 loss_bbox_dn: 0.096926 loss_giou_dn: 0.359525 loss_class_aux_dn: 1.902928 loss_bbox_aux_dn: 0.583055 loss_giou_aux_dn: 2.066627 loss: 15.059276 eta: 42 days, 0:40:15 batch_cost: 1.0714 data_cost: 0.0013 ips: 7.4668 images/s
[08/11 13:51:46] ppdet.engine INFO: Epoch: [11] [15900/54024] learning_rate: 0.000100 loss_class: 0.684791 loss_bbox: 0.099061 loss_giou: 0.475190 loss_class_aux: 4.254037 loss_bbox_aux: 0.662442 loss_giou_aux: 2.969742 loss_class_dn: 0.341305 loss_bbox_dn: 0.093122 loss_giou_dn: 0.369048 loss_class_aux_dn: 1.842448 loss_bbox_aux_dn: 0.574573 loss_giou_aux_dn: 2.094821 loss: 14.419644 eta: 42 days, 0:41:25 batch_cost: 1.2650 data_cost: 0.1184 ips: 6.3242 images/s
[08/11 13:53:44] ppdet.engine INFO: Epoch: [11] [16000/54024] learning_rate: 0.000100 loss_class: 0.709832 loss_bbox: 0.110427 loss_giou: 0.456385 loss_class_aux: 4.418524 loss_bbox_aux: 0.723485 loss_giou_aux: 2.822379 loss_class_dn: 0.325184 loss_bbox_dn: 0.098032 loss_giou_dn: 0.343967 loss_class_aux_dn: 1.744421 loss_bbox_aux_dn: 0.612145 loss_giou_aux_dn: 1.971619 loss: 14.302531 eta: 42 days, 0:40:04 batch_cost: 1.1334 data_cost: 0.0013 ips: 7.0584 images/s
[08/11 13:55:47] ppdet.engine INFO: Epoch: [11] [16100/54024] learning_rate: 0.000100 loss_class: 0.696384 loss_bbox: 0.115026 loss_giou: 0.493763 loss_class_aux: 4.298114 loss_bbox_aux: 0.723185 loss_giou_aux: 3.025789 loss_class_dn: 0.335631 loss_bbox_dn: 0.106302 loss_giou_dn: 0.372756 loss_class_aux_dn: 1.826040 loss_bbox_aux_dn: 0.648881 loss_giou_aux_dn: 2.141700 loss: 15.199188 eta: 42 days, 0:39:39 batch_cost: 1.1820 data_cost: 0.0014 ips: 6.7679 images/s
[08/11 13:57:50] ppdet.engine INFO: Epoch: [11] [16200/54024] learning_rate: 0.000100 loss_class: 0.729832 loss_bbox: 0.112423 loss_giou: 0.481339 loss_class_aux: 4.474129 loss_bbox_aux: 0.734954 loss_giou_aux: 2.997693 loss_class_dn: 0.350916 loss_bbox_dn: 0.099423 loss_giou_dn: 0.373221 loss_class_aux_dn: 1.910626 loss_bbox_aux_dn: 0.634275 loss_giou_aux_dn: 2.104017 loss: 15.294014 eta: 42 days, 0:39:02 batch_cost: 1.1716 data_cost: 0.0283 ips: 6.8282 images/s
[08/11 13:59:45] ppdet.engine INFO: Epoch: [11] [16300/54024] learning_rate: 0.000100 loss_class: 0.657740 loss_bbox: 0.098081 loss_giou: 0.468476 loss_class_aux: 3.992568 loss_bbox_aux: 0.637592 loss_giou_aux: 2.877672 loss_class_dn: 0.326142 loss_bbox_dn: 0.087016 loss_giou_dn: 0.348731 loss_class_aux_dn: 1.797330 loss_bbox_aux_dn: 0.545979 loss_giou_aux_dn: 2.018115 loss: 14.026934 eta: 42 days, 0:36:59 batch_cost: 1.0963 data_cost: 0.0013 ips: 7.2972 images/s
[08/11 14:01:56] ppdet.engine INFO: Epoch: [11] [16400/54024] learning_rate: 0.000100 loss_class: 0.684207 loss_bbox: 0.108539 loss_giou: 0.481712 loss_class_aux: 4.236323 loss_bbox_aux: 0.705698 loss_giou_aux: 3.015710 loss_class_dn: 0.333146 loss_bbox_dn: 0.101597 loss_giou_dn: 0.367640 loss_class_aux_dn: 1.810986 loss_bbox_aux_dn: 0.630240 loss_giou_aux_dn: 2.108804 loss: 14.620150 eta: 42 days, 0:38:04 batch_cost: 1.2612 data_cost: 0.1654 ips: 6.3431 images/s
[08/11 14:03:51] ppdet.engine INFO: Epoch: [11] [16500/54024] learning_rate: 0.000100 loss_class: 0.717382 loss_bbox: 0.109766 loss_giou: 0.471199 loss_class_aux: 4.373632 loss_bbox_aux: 0.728626 loss_giou_aux: 2.897613 loss_class_dn: 0.338471 loss_bbox_dn: 0.106134 loss_giou_dn: 0.355160 loss_class_aux_dn: 1.858916 loss_bbox_aux_dn: 0.665835 loss_giou_aux_dn: 2.045941 loss: 15.153959 eta: 42 days, 0:35:59 batch_cost: 1.0945 data_cost: 0.0013 ips: 7.3094 images/s
[08/11 14:05:43] ppdet.engine INFO: Epoch: [11] [16600/54024] learning_rate: 0.000100 loss_class: 0.719485 loss_bbox: 0.109202 loss_giou: 0.484591 loss_class_aux: 4.444969 loss_bbox_aux: 0.714146 loss_giou_aux: 3.060067 loss_class_dn: 0.350267 loss_bbox_dn: 0.101091 loss_giou_dn: 0.375739 loss_class_aux_dn: 1.899980 loss_bbox_aux_dn: 0.618998 loss_giou_aux_dn: 2.157614 loss: 15.165919 eta: 42 days, 0:33:24 batch_cost: 1.0693 data_cost: 0.0014 ips: 7.4817 images/s
[08/11 14:07:41] ppdet.engine INFO: Epoch: [11] [16700/54024] learning_rate: 0.000100 loss_class: 0.692289 loss_bbox: 0.108514 loss_giou: 0.488407 loss_class_aux: 4.265494 loss_bbox_aux: 0.706568 loss_giou_aux: 3.072447 loss_class_dn: 0.355731 loss_bbox_dn: 0.103312 loss_giou_dn: 0.386411 loss_class_aux_dn: 1.919771 loss_bbox_aux_dn: 0.633802 loss_giou_aux_dn: 2.212200 loss: 15.742422 eta: 42 days, 0:31:56 batch_cost: 1.1272 data_cost: 0.0013 ips: 7.0972 images/s
[08/11 14:09:39] ppdet.engine INFO: Epoch: [11] [16800/54024] learning_rate: 0.000100 loss_class: 0.720172 loss_bbox: 0.104981 loss_giou: 0.472737 loss_class_aux: 4.604725 loss_bbox_aux: 0.676221 loss_giou_aux: 2.878130 loss_class_dn: 0.347807 loss_bbox_dn: 0.098579 loss_giou_dn: 0.365322 loss_class_aux_dn: 1.921066 loss_bbox_aux_dn: 0.610820 loss_giou_aux_dn: 2.075015 loss: 14.639259 eta: 42 days, 0:30:29 batch_cost: 1.1275 data_cost: 0.0013 ips: 7.0951 images/s
[08/11 14:11:32] ppdet.engine INFO: Epoch: [11] [16900/54024] learning_rate: 0.000100 loss_class: 0.708881 loss_bbox: 0.103780 loss_giou: 0.500160 loss_class_aux: 4.412757 loss_bbox_aux: 0.661948 loss_giou_aux: 3.173717 loss_class_dn: 0.350905 loss_bbox_dn: 0.101950 loss_giou_dn: 0.377951 loss_class_aux_dn: 1.883363 loss_bbox_aux_dn: 0.620160 loss_giou_aux_dn: 2.132866 loss: 15.277540 eta: 42 days, 0:28:06 batch_cost: 1.0791 data_cost: 0.0014 ips: 7.4137 images/s
[08/11 14:13:25] ppdet.engine INFO: Epoch: [11] [17000/54024] learning_rate: 0.000100 loss_class: 0.681576 loss_bbox: 0.113203 loss_giou: 0.491825 loss_class_aux: 4.278513 loss_bbox_aux: 0.747220 loss_giou_aux: 3.075236 loss_class_dn: 0.352215 loss_bbox_dn: 0.098583 loss_giou_dn: 0.371409 loss_class_aux_dn: 1.900099 loss_bbox_aux_dn: 0.606099 loss_giou_aux_dn: 2.138364 loss: 14.691582 eta: 42 days, 0:25:35 batch_cost: 1.0720 data_cost: 0.0013 ips: 7.4630 images/s
[08/11 14:15:18] ppdet.engine INFO: Epoch: [11] [17100/54024] learning_rate: 0.000100 loss_class: 0.683232 loss_bbox: 0.108494 loss_giou: 0.471391 loss_class_aux: 4.241805 loss_bbox_aux: 0.696912 loss_giou_aux: 2.950878 loss_class_dn: 0.347479 loss_bbox_dn: 0.102965 loss_giou_dn: 0.351392 loss_class_aux_dn: 1.844386 loss_bbox_aux_dn: 0.623562 loss_giou_aux_dn: 2.044599 loss: 14.631116 eta: 42 days, 0:23:11 batch_cost: 1.0788 data_cost: 0.0013 ips: 7.4155 images/s
[08/11 14:17:17] ppdet.engine INFO: Epoch: [11] [17200/54024] learning_rate: 0.000100 loss_class: 0.704571 loss_bbox: 0.113929 loss_giou: 0.527726 loss_class_aux: 4.333294 loss_bbox_aux: 0.748578 loss_giou_aux: 3.280222 loss_class_dn: 0.358277 loss_bbox_dn: 0.103557 loss_giou_dn: 0.389639 loss_class_aux_dn: 1.966000 loss_bbox_aux_dn: 0.632148 loss_giou_aux_dn: 2.228194 loss: 15.503617 eta: 42 days, 0:21:54 batch_cost: 1.1365 data_cost: 0.0013 ips: 7.0392 images/s
[08/11 14:19:18] ppdet.engine INFO: Epoch: [11] [17300/54024] learning_rate: 0.000100 loss_class: 0.659487 loss_bbox: 0.101729 loss_giou: 0.498648 loss_class_aux: 4.040293 loss_bbox_aux: 0.657780 loss_giou_aux: 3.113341 loss_class_dn: 0.346683 loss_bbox_dn: 0.091874 loss_giou_dn: 0.361508 loss_class_aux_dn: 1.842227 loss_bbox_aux_dn: 0.574618 loss_giou_aux_dn: 2.094767 loss: 14.600115 eta: 42 days, 0:21:05 batch_cost: 1.1616 data_cost: 0.0013 ips: 6.8872 images/s
[08/11 14:21:18] ppdet.engine INFO: Epoch: [11] [17400/54024] learning_rate: 0.000100 loss_class: 0.659363 loss_bbox: 0.105806 loss_giou: 0.483830 loss_class_aux: 4.041772 loss_bbox_aux: 0.694519 loss_giou_aux: 2.988984 loss_class_dn: 0.330350 loss_bbox_dn: 0.097223 loss_giou_dn: 0.364107 loss_class_aux_dn: 1.798434 loss_bbox_aux_dn: 0.606488 loss_giou_aux_dn: 2.037470 loss: 14.147891 eta: 42 days, 0:19:57 batch_cost: 1.1446 data_cost: 0.0013 ips: 6.9896 images/s
[08/11 14:23:12] ppdet.engine INFO: Epoch: [11] [17500/54024] learning_rate: 0.000100 loss_class: 0.648506 loss_bbox: 0.101005 loss_giou: 0.430969 loss_class_aux: 4.031988 loss_bbox_aux: 0.650198 loss_giou_aux: 2.691070 loss_class_dn: 0.319556 loss_bbox_dn: 0.096330 loss_giou_dn: 0.341947 loss_class_aux_dn: 1.743571 loss_bbox_aux_dn: 0.590584 loss_giou_aux_dn: 1.955939 loss: 13.689969 eta: 42 days, 0:17:40 batch_cost: 1.0842 data_cost: 0.0014 ips: 7.3784 images/s
[08/11 14:25:09] ppdet.engine INFO: Epoch: [11] [17600/54024] learning_rate: 0.000100 loss_class: 0.676835 loss_bbox: 0.095884 loss_giou: 0.493272 loss_class_aux: 4.225246 loss_bbox_aux: 0.656762 loss_giou_aux: 3.055233 loss_class_dn: 0.335631 loss_bbox_dn: 0.090623 loss_giou_dn: 0.367909 loss_class_aux_dn: 1.797837 loss_bbox_aux_dn: 0.563068 loss_giou_aux_dn: 2.095406 loss: 14.391411 eta: 42 days, 0:16:06 batch_cost: 1.1223 data_cost: 0.0013 ips: 7.1283 images/s
[08/11 14:27:06] ppdet.engine INFO: Epoch: [11] [17700/54024] learning_rate: 0.000100 loss_class: 0.692094 loss_bbox: 0.107030 loss_giou: 0.492013 loss_class_aux: 4.335669 loss_bbox_aux: 0.679694 loss_giou_aux: 3.041447 loss_class_dn: 0.352215 loss_bbox_dn: 0.099165 loss_giou_dn: 0.373389 loss_class_aux_dn: 1.917610 loss_bbox_aux_dn: 0.608678 loss_giou_aux_dn: 2.123924 loss: 15.042348 eta: 42 days, 0:14:35 batch_cost: 1.1244 data_cost: 0.0013 ips: 7.1151 images/s
[08/11 14:29:01] ppdet.engine INFO: Epoch: [11] [17800/54024] learning_rate: 0.000100 loss_class: 0.638221 loss_bbox: 0.102405 loss_giou: 0.408819 loss_class_aux: 3.939412 loss_bbox_aux: 0.671294 loss_giou_aux: 2.526030 loss_class_dn: 0.319051 loss_bbox_dn: 0.099800 loss_giou_dn: 0.310838 loss_class_aux_dn: 1.736874 loss_bbox_aux_dn: 0.624253 loss_giou_aux_dn: 1.814004 loss: 13.305022 eta: 42 days, 0:12:37 batch_cost: 1.1016 data_cost: 0.0313 ips: 7.2622 images/s
[08/11 14:30:59] ppdet.engine INFO: Epoch: [11] [17900/54024] learning_rate: 0.000100 loss_class: 0.696976 loss_bbox: 0.112433 loss_giou: 0.511020 loss_class_aux: 4.394481 loss_bbox_aux: 0.732090 loss_giou_aux: 3.157229 loss_class_dn: 0.350717 loss_bbox_dn: 0.099137 loss_giou_dn: 0.377665 loss_class_aux_dn: 1.895396 loss_bbox_aux_dn: 0.607828 loss_giou_aux_dn: 2.157824 loss: 15.141882 eta: 42 days, 0:11:12 batch_cost: 1.1295 data_cost: 0.0013 ips: 7.0827 images/s
[08/11 14:32:53] ppdet.engine INFO: Epoch: [11] [18000/54024] learning_rate: 0.000100 loss_class: 0.662839 loss_bbox: 0.109678 loss_giou: 0.487112 loss_class_aux: 4.099260 loss_bbox_aux: 0.699580 loss_giou_aux: 3.100659 loss_class_dn: 0.340937 loss_bbox_dn: 0.096816 loss_giou_dn: 0.367586 loss_class_aux_dn: 1.859821 loss_bbox_aux_dn: 0.595089 loss_giou_aux_dn: 2.114591 loss: 14.731751 eta: 42 days, 0:08:55 batch_cost: 1.0844 data_cost: 0.0013 ips: 7.3774 images/s
[08/11 14:34:50] ppdet.engine INFO: Epoch: [11] [18100/54024] learning_rate: 0.000100 loss_class: 0.670037 loss_bbox: 0.119490 loss_giou: 0.534798 loss_class_aux: 4.200577 loss_bbox_aux: 0.764499 loss_giou_aux: 3.285142 loss_class_dn: 0.342627 loss_bbox_dn: 0.105102 loss_giou_dn: 0.369489 loss_class_aux_dn: 1.839888 loss_bbox_aux_dn: 0.639545 loss_giou_aux_dn: 2.101553 loss: 14.897050 eta: 42 days, 0:07:10 batch_cost: 1.1123 data_cost: 0.0231 ips: 7.1922 images/s
[08/11 14:36:53] ppdet.engine INFO: Epoch: [11] [18200/54024] learning_rate: 0.000100 loss_class: 0.669149 loss_bbox: 0.117495 loss_giou: 0.481360 loss_class_aux: 4.089044 loss_bbox_aux: 0.739850 loss_giou_aux: 2.899013 loss_class_dn: 0.340140 loss_bbox_dn: 0.096598 loss_giou_dn: 0.340172 loss_class_aux_dn: 1.824079 loss_bbox_aux_dn: 0.606684 loss_giou_aux_dn: 1.996132 loss: 14.234068 eta: 42 days, 0:06:38 batch_cost: 1.1766 data_cost: 0.0013 ips: 6.7992 images/s
[08/11 14:38:53] ppdet.engine INFO: Epoch: [11] [18300/54024] learning_rate: 0.000100 loss_class: 0.673277 loss_bbox: 0.098721 loss_giou: 0.488380 loss_class_aux: 4.207730 loss_bbox_aux: 0.632007 loss_giou_aux: 3.043236 loss_class_dn: 0.349630 loss_bbox_dn: 0.089540 loss_giou_dn: 0.370674 loss_class_aux_dn: 1.854805 loss_bbox_aux_dn: 0.553339 loss_giou_aux_dn: 2.090723 loss: 14.719928 eta: 42 days, 0:05:31 batch_cost: 1.1462 data_cost: 0.0013 ips: 6.9798 images/s
[08/11 14:40:48] ppdet.engine INFO: Epoch: [11] [18400/54024] learning_rate: 0.000100 loss_class: 0.705009 loss_bbox: 0.111480 loss_giou: 0.521851 loss_class_aux: 4.267207 loss_bbox_aux: 0.732425 loss_giou_aux: 3.227078 loss_class_dn: 0.348534 loss_bbox_dn: 0.102580 loss_giou_dn: 0.392783 loss_class_aux_dn: 1.892866 loss_bbox_aux_dn: 0.638843 loss_giou_aux_dn: 2.204802 loss: 15.316666 eta: 42 days, 0:03:28 batch_cost: 1.0965 data_cost: 0.0013 ips: 7.2961 images/s
[08/11 14:42:45] ppdet.engine INFO: Epoch: [11] [18500/54024] learning_rate: 0.000100 loss_class: 0.709224 loss_bbox: 0.108763 loss_giou: 0.511889 loss_class_aux: 4.477980 loss_bbox_aux: 0.719823 loss_giou_aux: 3.144990 loss_class_dn: 0.344099 loss_bbox_dn: 0.095145 loss_giou_dn: 0.383942 loss_class_aux_dn: 1.879346 loss_bbox_aux_dn: 0.596312 loss_giou_aux_dn: 2.189985 loss: 15.289650 eta: 42 days, 0:01:51 batch_cost: 1.1193 data_cost: 0.0013 ips: 7.1474 images/s
[08/11 14:44:50] ppdet.engine INFO: Epoch: [11] [18600/54024] learning_rate: 0.000100 loss_class: 0.662502 loss_bbox: 0.105475 loss_giou: 0.472942 loss_class_aux: 4.150096 loss_bbox_aux: 0.683701 loss_giou_aux: 2.933976 loss_class_dn: 0.340274 loss_bbox_dn: 0.088784 loss_giou_dn: 0.370813 loss_class_aux_dn: 1.833157 loss_bbox_aux_dn: 0.561163 loss_giou_aux_dn: 2.109493 loss: 14.725255 eta: 42 days, 0:01:40 batch_cost: 1.1958 data_cost: 0.0013 ips: 6.6899 images/s
[08/11 14:46:49] ppdet.engine INFO: Epoch: [11] [18700/54024] learning_rate: 0.000100 loss_class: 0.646679 loss_bbox: 0.105529 loss_giou: 0.472999 loss_class_aux: 3.961883 loss_bbox_aux: 0.704324 loss_giou_aux: 2.953076 loss_class_dn: 0.312372 loss_bbox_dn: 0.096342 loss_giou_dn: 0.357256 loss_class_aux_dn: 1.685884 loss_bbox_aux_dn: 0.621501 loss_giou_aux_dn: 2.045113 loss: 14.026770 eta: 42 days, 0:00:30 batch_cost: 1.1430 data_cost: 0.0013 ips: 6.9993 images/s
[08/11 14:48:43] ppdet.engine INFO: Epoch: [11] [18800/54024] learning_rate: 0.000100 loss_class: 0.710038 loss_bbox: 0.103456 loss_giou: 0.487592 loss_class_aux: 4.443981 loss_bbox_aux: 0.699465 loss_giou_aux: 3.107487 loss_class_dn: 0.354555 loss_bbox_dn: 0.100473 loss_giou_dn: 0.382701 loss_class_aux_dn: 1.908114 loss_bbox_aux_dn: 0.645165 loss_giou_aux_dn: 2.184621 loss: 14.822123 eta: 41 days, 23:58:21 batch_cost: 1.0911 data_cost: 0.0014 ips: 7.3322 images/s
[08/11 14:50:44] ppdet.engine INFO: Epoch: [11] [18900/54024] learning_rate: 0.000100 loss_class: 0.691661 loss_bbox: 0.112208 loss_giou: 0.494479 loss_class_aux: 4.251228 loss_bbox_aux: 0.725228 loss_giou_aux: 3.061820 loss_class_dn: 0.344295 loss_bbox_dn: 0.099426 loss_giou_dn: 0.368943 loss_class_aux_dn: 1.860992 loss_bbox_aux_dn: 0.600645 loss_giou_aux_dn: 2.109965 loss: 15.088631 eta: 41 days, 23:57:28 batch_cost: 1.1588 data_cost: 0.0212 ips: 6.9040 images/s
[08/11 14:52:58] ppdet.engine INFO: Epoch: [11] [19000/54024] learning_rate: 0.000100 loss_class: 0.668165 loss_bbox: 0.106351 loss_giou: 0.464003 loss_class_aux: 4.126548 loss_bbox_aux: 0.703600 loss_giou_aux: 2.905249 loss_class_dn: 0.324320 loss_bbox_dn: 0.098789 loss_giou_dn: 0.348323 loss_class_aux_dn: 1.766867 loss_bbox_aux_dn: 0.626550 loss_giou_aux_dn: 1.983177 loss: 14.253644 eta: 41 days, 23:58:56 batch_cost: 1.2826 data_cost: 0.0013 ips: 6.2373 images/s
[08/11 14:54:49] ppdet.engine INFO: Epoch: [11] [19100/54024] learning_rate: 0.000100 loss_class: 0.687696 loss_bbox: 0.110472 loss_giou: 0.523498 loss_class_aux: 4.281461 loss_bbox_aux: 0.715036 loss_giou_aux: 3.259909 loss_class_dn: 0.347135 loss_bbox_dn: 0.095717 loss_giou_dn: 0.385381 loss_class_aux_dn: 1.895461 loss_bbox_aux_dn: 0.600912 loss_giou_aux_dn: 2.212906 loss: 15.055593 eta: 41 days, 23:56:12 batch_cost: 1.0611 data_cost: 0.0013 ips: 7.5395 images/s
[08/11 14:56:44] ppdet.engine INFO: Epoch: [11] [19200/54024] learning_rate: 0.000100 loss_class: 0.658801 loss_bbox: 0.099584 loss_giou: 0.427640 loss_class_aux: 4.140303 loss_bbox_aux: 0.646024 loss_giou_aux: 2.729027 loss_class_dn: 0.317500 loss_bbox_dn: 0.092984 loss_giou_dn: 0.339618 loss_class_aux_dn: 1.697827 loss_bbox_aux_dn: 0.566791 loss_giou_aux_dn: 1.962985 loss: 13.773008 eta: 41 days, 23:54:12 batch_cost: 1.0988 data_cost: 0.0189 ips: 7.2807 images/s
[08/11 14:58:44] ppdet.engine INFO: Epoch: [11] [19300/54024] learning_rate: 0.000100 loss_class: 0.700176 loss_bbox: 0.116755 loss_giou: 0.494851 loss_class_aux: 4.424067 loss_bbox_aux: 0.757144 loss_giou_aux: 3.105463 loss_class_dn: 0.338891 loss_bbox_dn: 0.107215 loss_giou_dn: 0.366826 loss_class_aux_dn: 1.842240 loss_bbox_aux_dn: 0.659105 loss_giou_aux_dn: 2.100790 loss: 14.668944 eta: 41 days, 23:52:59 batch_cost: 1.1407 data_cost: 0.0262 ips: 7.0131 images/s
[08/11 15:00:36] ppdet.engine INFO: Epoch: [11] [19400/54024] learning_rate: 0.000100 loss_class: 0.686601 loss_bbox: 0.100956 loss_giou: 0.479814 loss_class_aux: 4.226941 loss_bbox_aux: 0.659223 loss_giou_aux: 2.958321 loss_class_dn: 0.336278 loss_bbox_dn: 0.094472 loss_giou_dn: 0.365973 loss_class_aux_dn: 1.776524 loss_bbox_aux_dn: 0.579599 loss_giou_aux_dn: 2.090187 loss: 14.392403 eta: 41 days, 23:50:27 batch_cost: 1.0712 data_cost: 0.0014 ips: 7.4680 images/s
[08/11 15:02:31] ppdet.engine INFO: Epoch: [11] [19500/54024] learning_rate: 0.000100 loss_class: 0.676999 loss_bbox: 0.104047 loss_giou: 0.450471 loss_class_aux: 4.194830 loss_bbox_aux: 0.678146 loss_giou_aux: 2.825413 loss_class_dn: 0.320252 loss_bbox_dn: 0.093939 loss_giou_dn: 0.339086 loss_class_aux_dn: 1.738812 loss_bbox_aux_dn: 0.579264 loss_giou_aux_dn: 1.949120 loss: 14.083489 eta: 41 days, 23:48:20 batch_cost: 1.0933 data_cost: 0.0177 ips: 7.3172 images/s
[08/11 15:04:36] ppdet.engine INFO: Epoch: [11] [19600/54024] learning_rate: 0.000100 loss_class: 0.690978 loss_bbox: 0.112710 loss_giou: 0.460818 loss_class_aux: 4.156795 loss_bbox_aux: 0.735882 loss_giou_aux: 2.952084 loss_class_dn: 0.342319 loss_bbox_dn: 0.103371 loss_giou_dn: 0.368449 loss_class_aux_dn: 1.867922 loss_bbox_aux_dn: 0.635268 loss_giou_aux_dn: 2.146476 loss: 14.912389 eta: 41 days, 23:48:15 batch_cost: 1.2012 data_cost: 0.0014 ips: 6.6601 images/s
[08/11 15:06:33] ppdet.engine INFO: Epoch: [11] [19700/54024] learning_rate: 0.000100 loss_class: 0.680376 loss_bbox: 0.114247 loss_giou: 0.465198 loss_class_aux: 4.243037 loss_bbox_aux: 0.740385 loss_giou_aux: 2.885333 loss_class_dn: 0.335809 loss_bbox_dn: 0.101788 loss_giou_dn: 0.365140 loss_class_aux_dn: 1.837701 loss_bbox_aux_dn: 0.636738 loss_giou_aux_dn: 2.053387 loss: 14.708929 eta: 41 days, 23:46:36 batch_cost: 1.1179 data_cost: 0.0013 ips: 7.1564 images/s
[08/11 15:08:27] ppdet.engine INFO: Epoch: [11] [19800/54024] learning_rate: 0.000100 loss_class: 0.646594 loss_bbox: 0.102640 loss_giou: 0.428832 loss_class_aux: 4.062830 loss_bbox_aux: 0.665794 loss_giou_aux: 2.752399 loss_class_dn: 0.327268 loss_bbox_dn: 0.094170 loss_giou_dn: 0.351247 loss_class_aux_dn: 1.748109 loss_bbox_aux_dn: 0.585084 loss_giou_aux_dn: 1.999568 loss: 14.193628 eta: 41 days, 23:44:25 batch_cost: 1.0893 data_cost: 0.0097 ips: 7.3441 images/s
[08/11 15:10:26] ppdet.engine INFO: Epoch: [11] [19900/54024] learning_rate: 0.000100 loss_class: 0.700722 loss_bbox: 0.108722 loss_giou: 0.493813 loss_class_aux: 4.308268 loss_bbox_aux: 0.688823 loss_giou_aux: 3.060168 loss_class_dn: 0.346587 loss_bbox_dn: 0.098341 loss_giou_dn: 0.379107 loss_class_aux_dn: 1.904183 loss_bbox_aux_dn: 0.605339 loss_giou_aux_dn: 2.156952 loss: 15.269849 eta: 41 days, 23:43:02 batch_cost: 1.1323 data_cost: 0.0086 ips: 7.0652 images/s
[08/11 15:12:19] ppdet.engine INFO: Epoch: [11] [20000/54024] learning_rate: 0.000100 loss_class: 0.676023 loss_bbox: 0.108897 loss_giou: 0.478388 loss_class_aux: 4.185938 loss_bbox_aux: 0.706894 loss_giou_aux: 3.034107 loss_class_dn: 0.341825 loss_bbox_dn: 0.099020 loss_giou_dn: 0.364856 loss_class_aux_dn: 1.815862 loss_bbox_aux_dn: 0.617375 loss_giou_aux_dn: 2.112958 loss: 15.008587 eta: 41 days, 23:40:38 batch_cost: 1.0776 data_cost: 0.0014 ips: 7.4236 images/s
[08/11 15:14:17] ppdet.engine INFO: Epoch: [11] [20100/54024] learning_rate: 0.000100 loss_class: 0.652999 loss_bbox: 0.104997 loss_giou: 0.472208 loss_class_aux: 4.065622 loss_bbox_aux: 0.690156 loss_giou_aux: 2.975528 loss_class_dn: 0.327216 loss_bbox_dn: 0.098603 loss_giou_dn: 0.361453 loss_class_aux_dn: 1.771478 loss_bbox_aux_dn: 0.616920 loss_giou_aux_dn: 2.126376 loss: 14.698625 eta: 41 days, 23:39:09 batch_cost: 1.1274 data_cost: 0.0013 ips: 7.0958 images/s
[08/11 15:16:18] ppdet.engine INFO: Epoch: [11] [20200/54024] learning_rate: 0.000100 loss_class: 0.700282 loss_bbox: 0.110227 loss_giou: 0.476368 loss_class_aux: 4.321091 loss_bbox_aux: 0.707473 loss_giou_aux: 2.974971 loss_class_dn: 0.333404 loss_bbox_dn: 0.096952 loss_giou_dn: 0.344706 loss_class_aux_dn: 1.832639 loss_bbox_aux_dn: 0.603372 loss_giou_aux_dn: 1.983367 loss: 14.775016 eta: 41 days, 23:38:15 batch_cost: 1.1576 data_cost: 0.0014 ips: 6.9111 images/s
[08/11 15:18:10] ppdet.engine INFO: Epoch: [11] [20300/54024] learning_rate: 0.000100 loss_class: 0.720454 loss_bbox: 0.111700 loss_giou: 0.479751 loss_class_aux: 4.493363 loss_bbox_aux: 0.715684 loss_giou_aux: 2.967935 loss_class_dn: 0.349666 loss_bbox_dn: 0.104512 loss_giou_dn: 0.373597 loss_class_aux_dn: 1.871871 loss_bbox_aux_dn: 0.647107 loss_giou_aux_dn: 2.128975 loss: 15.012754 eta: 41 days, 23:35:49 batch_cost: 1.0758 data_cost: 0.0013 ips: 7.4362 images/s
[08/11 15:20:08] ppdet.engine INFO: Epoch: [11] [20400/54024] learning_rate: 0.000100 loss_class: 0.682056 loss_bbox: 0.107199 loss_giou: 0.498717 loss_class_aux: 4.282988 loss_bbox_aux: 0.714184 loss_giou_aux: 3.086403 loss_class_dn: 0.345706 loss_bbox_dn: 0.100213 loss_giou_dn: 0.376777 loss_class_aux_dn: 1.858944 loss_bbox_aux_dn: 0.624441 loss_giou_aux_dn: 2.171942 loss: 14.955716 eta: 41 days, 23:34:09 batch_cost: 1.1178 data_cost: 0.0013 ips: 7.1569 images/s
[08/11 15:22:06] ppdet.engine INFO: Epoch: [11] [20500/54024] learning_rate: 0.000100 loss_class: 0.671413 loss_bbox: 0.110379 loss_giou: 0.488496 loss_class_aux: 4.260624 loss_bbox_aux: 0.710971 loss_giou_aux: 3.028314 loss_class_dn: 0.339644 loss_bbox_dn: 0.095762 loss_giou_dn: 0.360879 loss_class_aux_dn: 1.845668 loss_bbox_aux_dn: 0.588742 loss_giou_aux_dn: 2.067576 loss: 14.544415 eta: 41 days, 23:32:50 batch_cost: 1.1353 data_cost: 0.0013 ips: 7.0466 images/s
[08/11 15:24:14] ppdet.engine INFO: Epoch: [11] [20600/54024] learning_rate: 0.000100 loss_class: 0.752580 loss_bbox: 0.110534 loss_giou: 0.529782 loss_class_aux: 4.633605 loss_bbox_aux: 0.713457 loss_giou_aux: 3.241419 loss_class_dn: 0.370594 loss_bbox_dn: 0.103780 loss_giou_dn: 0.406394 loss_class_aux_dn: 1.994811 loss_bbox_aux_dn: 0.653448 loss_giou_aux_dn: 2.315120 loss: 16.053527 eta: 41 days, 23:33:13 batch_cost: 1.2261 data_cost: 0.0356 ips: 6.5249 images/s
[08/11 15:26:11] ppdet.engine INFO: Epoch: [11] [20700/54024] learning_rate: 0.000100 loss_class: 0.709723 loss_bbox: 0.111961 loss_giou: 0.545969 loss_class_aux: 4.473420 loss_bbox_aux: 0.728271 loss_giou_aux: 3.309574 loss_class_dn: 0.376960 loss_bbox_dn: 0.098495 loss_giou_dn: 0.401653 loss_class_aux_dn: 2.031218 loss_bbox_aux_dn: 0.618650 loss_giou_aux_dn: 2.282419 loss: 15.982228 eta: 41 days, 23:31:32 batch_cost: 1.1169 data_cost: 0.0268 ips: 7.1628 images/s
[08/11 15:28:42] ppdet.engine INFO: Epoch: [11] [20800/54024] learning_rate: 0.000100 loss_class: 0.695398 loss_bbox: 0.106998 loss_giou: 0.521545 loss_class_aux: 4.388791 loss_bbox_aux: 0.712687 loss_giou_aux: 3.213668 loss_class_dn: 0.352762 loss_bbox_dn: 0.099688 loss_giou_dn: 0.382233 loss_class_aux_dn: 1.857030 loss_bbox_aux_dn: 0.610678 loss_giou_aux_dn: 2.263041 loss: 15.543027 eta: 41 days, 23:36:17 batch_cost: 1.4591 data_cost: 0.0013 ips: 5.4830 images/s
[08/11 15:30:36] ppdet.engine INFO: Epoch: [11] [20900/54024] learning_rate: 0.000100 loss_class: 0.689667 loss_bbox: 0.107878 loss_giou: 0.459877 loss_class_aux: 4.277747 loss_bbox_aux: 0.696737 loss_giou_aux: 2.864306 loss_class_dn: 0.339090 loss_bbox_dn: 0.101009 loss_giou_dn: 0.347016 loss_class_aux_dn: 1.858856 loss_bbox_aux_dn: 0.602731 loss_giou_aux_dn: 2.007296 loss: 14.550953 eta: 41 days, 23:34:10 batch_cost: 1.0927 data_cost: 0.0013 ips: 7.3215 images/s
[08/11 15:32:28] ppdet.engine INFO: Epoch: [11] [21000/54024] learning_rate: 0.000100 loss_class: 0.674968 loss_bbox: 0.111779 loss_giou: 0.488500 loss_class_aux: 4.287209 loss_bbox_aux: 0.735822 loss_giou_aux: 3.004575 loss_class_dn: 0.348857 loss_bbox_dn: 0.099794 loss_giou_dn: 0.376694 loss_class_aux_dn: 1.883843 loss_bbox_aux_dn: 0.629197 loss_giou_aux_dn: 2.138312 loss: 15.275265 eta: 41 days, 23:31:29 batch_cost: 1.0634 data_cost: 0.0013 ips: 7.5229 images/s
[08/11 15:35:06] ppdet.engine INFO: Epoch: [11] [21100/54024] learning_rate: 0.000100 loss_class: 0.643815 loss_bbox: 0.103957 loss_giou: 0.472684 loss_class_aux: 3.978430 loss_bbox_aux: 0.667713 loss_giou_aux: 2.972872 loss_class_dn: 0.334241 loss_bbox_dn: 0.092424 loss_giou_dn: 0.355983 loss_class_aux_dn: 1.794002 loss_bbox_aux_dn: 0.578598 loss_giou_aux_dn: 2.027774 loss: 14.457434 eta: 41 days, 23:37:22 batch_cost: 1.5206 data_cost: 0.0575 ips: 5.2612 images/s
[08/11 15:36:59] ppdet.engine INFO: Epoch: [11] [21200/54024] learning_rate: 0.000100 loss_class: 0.693178 loss_bbox: 0.110658 loss_giou: 0.502673 loss_class_aux: 4.334492 loss_bbox_aux: 0.719496 loss_giou_aux: 3.103097 loss_class_dn: 0.353812 loss_bbox_dn: 0.101307 loss_giou_dn: 0.383454 loss_class_aux_dn: 1.905770 loss_bbox_aux_dn: 0.619323 loss_giou_aux_dn: 2.163766 loss: 15.151341 eta: 41 days, 23:35:06 batch_cost: 1.0848 data_cost: 0.0013 ips: 7.3748 images/s
[08/11 15:38:56] ppdet.engine INFO: Epoch: [11] [21300/54024] learning_rate: 0.000100 loss_class: 0.686551 loss_bbox: 0.110172 loss_giou: 0.473046 loss_class_aux: 4.229431 loss_bbox_aux: 0.715782 loss_giou_aux: 2.958238 loss_class_dn: 0.320973 loss_bbox_dn: 0.105432 loss_giou_dn: 0.344697 loss_class_aux_dn: 1.724691 loss_bbox_aux_dn: 0.630502 loss_giou_aux_dn: 1.974081 loss: 14.492461 eta: 41 days, 23:33:26 batch_cost: 1.1174 data_cost: 0.0013 ips: 7.1593 images/s
[08/11 15:40:57] ppdet.engine INFO: Epoch: [11] [21400/54024] learning_rate: 0.000100 loss_class: 0.664561 loss_bbox: 0.109804 loss_giou: 0.480448 loss_class_aux: 4.138520 loss_bbox_aux: 0.712029 loss_giou_aux: 2.977135 loss_class_dn: 0.338851 loss_bbox_dn: 0.098243 loss_giou_dn: 0.366994 loss_class_aux_dn: 1.828537 loss_bbox_aux_dn: 0.621606 loss_giou_aux_dn: 2.103844 loss: 14.705976 eta: 41 days, 23:32:36 batch_cost: 1.1623 data_cost: 0.0013 ips: 6.8831 images/s
[08/11 15:42:56] ppdet.engine INFO: Epoch: [11] [21500/54024] learning_rate: 0.000100 loss_class: 0.707968 loss_bbox: 0.117553 loss_giou: 0.536557 loss_class_aux: 4.418360 loss_bbox_aux: 0.752126 loss_giou_aux: 3.348648 loss_class_dn: 0.372208 loss_bbox_dn: 0.100565 loss_giou_dn: 0.399397 loss_class_aux_dn: 1.993432 loss_bbox_aux_dn: 0.618871 loss_giou_aux_dn: 2.274777 loss: 15.842934 eta: 41 days, 23:31:15 batch_cost: 1.1344 data_cost: 0.0014 ips: 7.0524 images/s
[08/11 15:44:54] ppdet.engine INFO: Epoch: [11] [21600/54024] learning_rate: 0.000100 loss_class: 0.719683 loss_bbox: 0.107809 loss_giou: 0.486051 loss_class_aux: 4.432406 loss_bbox_aux: 0.714052 loss_giou_aux: 3.030581 loss_class_dn: 0.347030 loss_bbox_dn: 0.105449 loss_giou_dn: 0.374867 loss_class_aux_dn: 1.878603 loss_bbox_aux_dn: 0.653749 loss_giou_aux_dn: 2.140331 loss: 14.808931 eta: 41 days, 23:29:51 batch_cost: 1.1318 data_cost: 0.0013 ips: 7.0684 images/s
[08/11 15:46:50] ppdet.engine INFO: Epoch: [11] [21700/54024] learning_rate: 0.000100 loss_class: 0.674656 loss_bbox: 0.107640 loss_giou: 0.467121 loss_class_aux: 4.236696 loss_bbox_aux: 0.682629 loss_giou_aux: 2.898647 loss_class_dn: 0.342588 loss_bbox_dn: 0.101004 loss_giou_dn: 0.347314 loss_class_aux_dn: 1.853081 loss_bbox_aux_dn: 0.617913 loss_giou_aux_dn: 2.005424 loss: 14.878394 eta: 41 days, 23:27:49 batch_cost: 1.0978 data_cost: 0.0014 ips: 7.2876 images/s
[08/11 15:48:43] ppdet.engine INFO: Epoch: [11] [21800/54024] learning_rate: 0.000100 loss_class: 0.684332 loss_bbox: 0.109434 loss_giou: 0.430189 loss_class_aux: 4.266006 loss_bbox_aux: 0.699031 loss_giou_aux: 2.685188 loss_class_dn: 0.319031 loss_bbox_dn: 0.103616 loss_giou_dn: 0.339331 loss_class_aux_dn: 1.726407 loss_bbox_aux_dn: 0.637068 loss_giou_aux_dn: 1.942910 loss: 14.105414 eta: 41 days, 23:25:26 batch_cost: 1.0791 data_cost: 0.0013 ips: 7.4134 images/s
[08/11 15:50:39] ppdet.engine INFO: Epoch: [11] [21900/54024] learning_rate: 0.000100 loss_class: 0.711693 loss_bbox: 0.105014 loss_giou: 0.509901 loss_class_aux: 4.389995 loss_bbox_aux: 0.686324 loss_giou_aux: 3.152962 loss_class_dn: 0.351496 loss_bbox_dn: 0.093849 loss_giou_dn: 0.384314 loss_class_aux_dn: 1.906537 loss_bbox_aux_dn: 0.588589 loss_giou_aux_dn: 2.232923 loss: 15.609700 eta: 41 days, 23:23:36 batch_cost: 1.1089 data_cost: 0.0013 ips: 7.2144 images/s
[08/11 15:52:32] ppdet.engine INFO: Epoch: [11] [22000/54024] learning_rate: 0.000100 loss_class: 0.675620 loss_bbox: 0.111671 loss_giou: 0.443622 loss_class_aux: 4.162535 loss_bbox_aux: 0.727367 loss_giou_aux: 2.860160 loss_class_dn: 0.346055 loss_bbox_dn: 0.103971 loss_giou_dn: 0.356278 loss_class_aux_dn: 1.864338 loss_bbox_aux_dn: 0.621974 loss_giou_aux_dn: 2.044639 loss: 15.107421 eta: 41 days, 23:21:17 batch_cost: 1.0823 data_cost: 0.0014 ips: 7.3915 images/s
[08/11 15:54:29] ppdet.engine INFO: Epoch: [11] [22100/54024] learning_rate: 0.000100 loss_class: 0.677880 loss_bbox: 0.099987 loss_giou: 0.508601 loss_class_aux: 4.206496 loss_bbox_aux: 0.656346 loss_giou_aux: 3.232338 loss_class_dn: 0.339874 loss_bbox_dn: 0.092116 loss_giou_dn: 0.394399 loss_class_aux_dn: 1.844367 loss_bbox_aux_dn: 0.578846 loss_giou_aux_dn: 2.256826 loss: 15.032611 eta: 41 days, 23:19:39 batch_cost: 1.1191 data_cost: 0.0013 ips: 7.1485 images/s
[08/11 15:56:25] ppdet.engine INFO: Epoch: [11] [22200/54024] learning_rate: 0.000100 loss_class: 0.651755 loss_bbox: 0.103506 loss_giou: 0.461180 loss_class_aux: 4.064967 loss_bbox_aux: 0.670304 loss_giou_aux: 2.910040 loss_class_dn: 0.338318 loss_bbox_dn: 0.096655 loss_giou_dn: 0.349575 loss_class_aux_dn: 1.830122 loss_bbox_aux_dn: 0.590130 loss_giou_aux_dn: 2.029512 loss: 14.106697 eta: 41 days, 23:17:45 batch_cost: 1.1052 data_cost: 0.0014 ips: 7.2385 images/s
[08/11 15:58:25] ppdet.engine INFO: Epoch: [11] [22300/54024] learning_rate: 0.000100 loss_class: 0.664591 loss_bbox: 0.102360 loss_giou: 0.480194 loss_class_aux: 4.167785 loss_bbox_aux: 0.674043 loss_giou_aux: 2.987358 loss_class_dn: 0.333055 loss_bbox_dn: 0.106647 loss_giou_dn: 0.374131 loss_class_aux_dn: 1.806166 loss_bbox_aux_dn: 0.641013 loss_giou_aux_dn: 2.136587 loss: 14.285148 eta: 41 days, 23:16:44 batch_cost: 1.1522 data_cost: 0.0879 ips: 6.9432 images/s
[08/11 16:00:22] ppdet.engine INFO: Epoch: [11] [22400/54024] learning_rate: 0.000100 loss_class: 0.674803 loss_bbox: 0.104233 loss_giou: 0.454273 loss_class_aux: 4.204311 loss_bbox_aux: 0.683112 loss_giou_aux: 2.784813 loss_class_dn: 0.326900 loss_bbox_dn: 0.092736 loss_giou_dn: 0.339053 loss_class_aux_dn: 1.782547 loss_bbox_aux_dn: 0.577126 loss_giou_aux_dn: 1.948825 loss: 14.077688 eta: 41 days, 23:15:03 batch_cost: 1.1168 data_cost: 0.0013 ips: 7.1630 images/s
[08/11 16:02:13] ppdet.engine INFO: Epoch: [11] [22500/54024] learning_rate: 0.000100 loss_class: 0.669188 loss_bbox: 0.108289 loss_giou: 0.511183 loss_class_aux: 4.183010 loss_bbox_aux: 0.691026 loss_giou_aux: 3.162306 loss_class_dn: 0.338893 loss_bbox_dn: 0.101551 loss_giou_dn: 0.377703 loss_class_aux_dn: 1.825430 loss_bbox_aux_dn: 0.627590 loss_giou_aux_dn: 2.157393 loss: 14.626047 eta: 41 days, 23:12:22 batch_cost: 1.0628 data_cost: 0.0013 ips: 7.5276 images/s
[08/11 16:04:02] ppdet.engine INFO: Epoch: [11] [22600/54024] learning_rate: 0.000100 loss_class: 0.720472 loss_bbox: 0.108813 loss_giou: 0.524534 loss_class_aux: 4.491943 loss_bbox_aux: 0.709091 loss_giou_aux: 3.213298 loss_class_dn: 0.345406 loss_bbox_dn: 0.098330 loss_giou_dn: 0.387662 loss_class_aux_dn: 1.881916 loss_bbox_aux_dn: 0.596286 loss_giou_aux_dn: 2.203124 loss: 15.450717 eta: 41 days, 23:09:13 batch_cost: 1.0379 data_cost: 0.0013 ips: 7.7077 images/s
[08/11 16:06:00] ppdet.engine INFO: Epoch: [11] [22700/54024] learning_rate: 0.000100 loss_class: 0.678207 loss_bbox: 0.105825 loss_giou: 0.490642 loss_class_aux: 4.163223 loss_bbox_aux: 0.705186 loss_giou_aux: 3.074227 loss_class_dn: 0.336241 loss_bbox_dn: 0.102339 loss_giou_dn: 0.367077 loss_class_aux_dn: 1.792559 loss_bbox_aux_dn: 0.620094 loss_giou_aux_dn: 2.107814 loss: 14.528883 eta: 41 days, 23:07:41 batch_cost: 1.1249 data_cost: 0.0068 ips: 7.1118 images/s
[08/11 16:07:54] ppdet.engine INFO: Epoch: [11] [22800/54024] learning_rate: 0.000100 loss_class: 0.738819 loss_bbox: 0.113210 loss_giou: 0.533534 loss_class_aux: 4.636958 loss_bbox_aux: 0.722664 loss_giou_aux: 3.298899 loss_class_dn: 0.360826 loss_bbox_dn: 0.104868 loss_giou_dn: 0.390983 loss_class_aux_dn: 1.935032 loss_bbox_aux_dn: 0.638497 loss_giou_aux_dn: 2.234271 loss: 15.676439 eta: 41 days, 23:05:33 batch_cost: 1.0919 data_cost: 0.0013 ips: 7.3268 images/s
[08/11 16:09:46] ppdet.engine INFO: Epoch: [11] [22900/54024] learning_rate: 0.000100 loss_class: 0.702757 loss_bbox: 0.106700 loss_giou: 0.493749 loss_class_aux: 4.395309 loss_bbox_aux: 0.686163 loss_giou_aux: 3.102770 loss_class_dn: 0.335542 loss_bbox_dn: 0.094176 loss_giou_dn: 0.373416 loss_class_aux_dn: 1.822824 loss_bbox_aux_dn: 0.585691 loss_giou_aux_dn: 2.160976 loss: 14.908690 eta: 41 days, 23:03:01 batch_cost: 1.0714 data_cost: 0.0013 ips: 7.4666 images/s
[08/11 16:11:37] ppdet.engine INFO: Epoch: [11] [23000/54024] learning_rate: 0.000100 loss_class: 0.683803 loss_bbox: 0.105863 loss_giou: 0.507495 loss_class_aux: 4.221034 loss_bbox_aux: 0.690190 loss_giou_aux: 3.147954 loss_class_dn: 0.344368 loss_bbox_dn: 0.091358 loss_giou_dn: 0.374767 loss_class_aux_dn: 1.862118 loss_bbox_aux_dn: 0.572134 loss_giou_aux_dn: 2.160710 loss: 15.073585 eta: 41 days, 23:00:11 batch_cost: 1.0549 data_cost: 0.0014 ips: 7.5838 images/s
[08/11 16:13:31] ppdet.engine INFO: Epoch: [11] [23100/54024] learning_rate: 0.000100 loss_class: 0.660613 loss_bbox: 0.106368 loss_giou: 0.459630 loss_class_aux: 4.063622 loss_bbox_aux: 0.681626 loss_giou_aux: 2.843236 loss_class_dn: 0.335137 loss_bbox_dn: 0.099173 loss_giou_dn: 0.351787 loss_class_aux_dn: 1.822104 loss_bbox_aux_dn: 0.596517 loss_giou_aux_dn: 2.022066 loss: 14.346795 eta: 41 days, 22:57:54 batch_cost: 1.0842 data_cost: 0.0013 ips: 7.3789 images/s
[08/11 16:15:25] ppdet.engine INFO: Epoch: [11] [23200/54024] learning_rate: 0.000100 loss_class: 0.704979 loss_bbox: 0.106065 loss_giou: 0.472290 loss_class_aux: 4.313230 loss_bbox_aux: 0.707557 loss_giou_aux: 2.912964 loss_class_dn: 0.342489 loss_bbox_dn: 0.095473 loss_giou_dn: 0.349663 loss_class_aux_dn: 1.911251 loss_bbox_aux_dn: 0.611128 loss_giou_aux_dn: 1.997998 loss: 14.618782 eta: 41 days, 22:55:44 batch_cost: 1.0904 data_cost: 0.0013 ips: 7.3369 images/s
[08/11 16:17:21] ppdet.engine INFO: Epoch: [11] [23300/54024] learning_rate: 0.000100 loss_class: 0.706416 loss_bbox: 0.105942 loss_giou: 0.500847 loss_class_aux: 4.394548 loss_bbox_aux: 0.704007 loss_giou_aux: 3.067751 loss_class_dn: 0.361664 loss_bbox_dn: 0.097770 loss_giou_dn: 0.396857 loss_class_aux_dn: 1.948037 loss_bbox_aux_dn: 0.612807 loss_giou_aux_dn: 2.310124 loss: 16.176991 eta: 41 days, 22:53:59 batch_cost: 1.1127 data_cost: 0.0013 ips: 7.1894 images/s
[08/11 16:19:19] ppdet.engine INFO: Epoch: [11] [23400/54024] learning_rate: 0.000100 loss_class: 0.671592 loss_bbox: 0.091114 loss_giou: 0.504346 loss_class_aux: 4.185749 loss_bbox_aux: 0.599102 loss_giou_aux: 3.114744 loss_class_dn: 0.334582 loss_bbox_dn: 0.086825 loss_giou_dn: 0.377260 loss_class_aux_dn: 1.811369 loss_bbox_aux_dn: 0.537521 loss_giou_aux_dn: 2.142202 loss: 14.650253 eta: 41 days, 22:52:19 batch_cost: 1.1179 data_cost: 0.0014 ips: 7.1561 images/s
[08/11 16:21:28] ppdet.engine INFO: Epoch: [11] [23500/54024] learning_rate: 0.000100 loss_class: 0.647375 loss_bbox: 0.107823 loss_giou: 0.432493 loss_class_aux: 3.992324 loss_bbox_aux: 0.693449 loss_giou_aux: 2.729644 loss_class_dn: 0.317857 loss_bbox_dn: 0.091713 loss_giou_dn: 0.355481 loss_class_aux_dn: 1.740931 loss_bbox_aux_dn: 0.583569 loss_giou_aux_dn: 1.995214 loss: 13.547357 eta: 41 days, 22:53:02 batch_cost: 1.2456 data_cost: 0.0013 ips: 6.4226 images/s
[08/11 16:23:19] ppdet.engine INFO: Epoch: [11] [23600/54024] learning_rate: 0.000100 loss_class: 0.686368 loss_bbox: 0.110537 loss_giou: 0.467302 loss_class_aux: 4.326790 loss_bbox_aux: 0.720662 loss_giou_aux: 2.942088 loss_class_dn: 0.344156 loss_bbox_dn: 0.100992 loss_giou_dn: 0.358515 loss_class_aux_dn: 1.869280 loss_bbox_aux_dn: 0.604823 loss_giou_aux_dn: 2.073339 loss: 14.981106 eta: 41 days, 22:50:15 batch_cost: 1.0568 data_cost: 0.0068 ips: 7.5700 images/s
[08/11 16:25:17] ppdet.engine INFO: Epoch: [11] [23700/54024] learning_rate: 0.000100 loss_class: 0.694015 loss_bbox: 0.098528 loss_giou: 0.478132 loss_class_aux: 4.301686 loss_bbox_aux: 0.659219 loss_giou_aux: 2.982927 loss_class_dn: 0.353767 loss_bbox_dn: 0.089216 loss_giou_dn: 0.356786 loss_class_aux_dn: 1.916383 loss_bbox_aux_dn: 0.571526 loss_giou_aux_dn: 2.078830 loss: 14.604892 eta: 41 days, 22:48:52 batch_cost: 1.1332 data_cost: 0.0013 ips: 7.0599 images/s
[08/11 16:27:11] ppdet.engine INFO: Epoch: [11] [23800/54024] learning_rate: 0.000100 loss_class: 0.709210 loss_bbox: 0.111625 loss_giou: 0.494058 loss_class_aux: 4.307477 loss_bbox_aux: 0.725002 loss_giou_aux: 3.100773 loss_class_dn: 0.366431 loss_bbox_dn: 0.098514 loss_giou_dn: 0.379769 loss_class_aux_dn: 1.955201 loss_bbox_aux_dn: 0.625505 loss_giou_aux_dn: 2.181109 loss: 15.692093 eta: 41 days, 22:46:38 batch_cost: 1.0869 data_cost: 0.0013 ips: 7.3605 images/s
[08/11 16:29:07] ppdet.engine INFO: Epoch: [11] [23900/54024] learning_rate: 0.000100 loss_class: 0.681424 loss_bbox: 0.098231 loss_giou: 0.451956 loss_class_aux: 4.232070 loss_bbox_aux: 0.626205 loss_giou_aux: 2.840701 loss_class_dn: 0.340936 loss_bbox_dn: 0.091018 loss_giou_dn: 0.354522 loss_class_aux_dn: 1.840289 loss_bbox_aux_dn: 0.565053 loss_giou_aux_dn: 2.055387 loss: 14.323223 eta: 41 days, 22:44:48 batch_cost: 1.1087 data_cost: 0.0013 ips: 7.2159 images/s
[08/11 16:31:01] ppdet.engine INFO: Epoch: [11] [24000/54024] learning_rate: 0.000100 loss_class: 0.713348 loss_bbox: 0.108045 loss_giou: 0.538784 loss_class_aux: 4.392675 loss_bbox_aux: 0.700509 loss_giou_aux: 3.351174 loss_class_dn: 0.354874 loss_bbox_dn: 0.102962 loss_giou_dn: 0.397236 loss_class_aux_dn: 1.910287 loss_bbox_aux_dn: 0.617117 loss_giou_aux_dn: 2.269579 loss: 15.577235 eta: 41 days, 22:42:37 batch_cost: 1.0895 data_cost: 0.0378 ips: 7.3430 images/s
[08/11 16:33:11] ppdet.engine INFO: Epoch: [11] [24100/54024] learning_rate: 0.000100 loss_class: 0.667120 loss_bbox: 0.108435 loss_giou: 0.507258 loss_class_aux: 4.130744 loss_bbox_aux: 0.702526 loss_giou_aux: 3.139929 loss_class_dn: 0.353820 loss_bbox_dn: 0.101274 loss_giou_dn: 0.380954 loss_class_aux_dn: 1.892397 loss_bbox_aux_dn: 0.623975 loss_giou_aux_dn: 2.207010 loss: 15.348226 eta: 41 days, 22:43:13 batch_cost: 1.2402 data_cost: 0.0013 ips: 6.4506 images/s
[08/11 16:35:15] ppdet.engine INFO: Epoch: [11] [24200/54024] learning_rate: 0.000100 loss_class: 0.660874 loss_bbox: 0.109888 loss_giou: 0.483656 loss_class_aux: 4.168977 loss_bbox_aux: 0.705856 loss_giou_aux: 3.054821 loss_class_dn: 0.335617 loss_bbox_dn: 0.097526 loss_giou_dn: 0.356641 loss_class_aux_dn: 1.823887 loss_bbox_aux_dn: 0.603592 loss_giou_aux_dn: 2.034420 loss: 14.573051 eta: 41 days, 22:42:54 batch_cost: 1.1905 data_cost: 0.0013 ips: 6.7198 images/s
[08/11 16:37:15] ppdet.engine INFO: Epoch: [11] [24300/54024] learning_rate: 0.000100 loss_class: 0.727562 loss_bbox: 0.111929 loss_giou: 0.487586 loss_class_aux: 4.532021 loss_bbox_aux: 0.745641 loss_giou_aux: 3.057947 loss_class_dn: 0.356139 loss_bbox_dn: 0.106297 loss_giou_dn: 0.392628 loss_class_aux_dn: 1.934714 loss_bbox_aux_dn: 0.670851 loss_giou_aux_dn: 2.254216 loss: 15.688781 eta: 41 days, 22:41:51 batch_cost: 1.1509 data_cost: 0.0540 ips: 6.9512 images/s
[08/11 16:39:08] ppdet.engine INFO: Epoch: [11] [24400/54024] learning_rate: 0.000100 loss_class: 0.699218 loss_bbox: 0.112005 loss_giou: 0.548741 loss_class_aux: 4.355333 loss_bbox_aux: 0.722559 loss_giou_aux: 3.399295 loss_class_dn: 0.369894 loss_bbox_dn: 0.099267 loss_giou_dn: 0.403383 loss_class_aux_dn: 1.968139 loss_bbox_aux_dn: 0.599636 loss_giou_aux_dn: 2.334915 loss: 16.056476 eta: 41 days, 22:39:32 batch_cost: 1.0821 data_cost: 0.0013 ips: 7.3928 images/s
[08/11 16:41:09] ppdet.engine INFO: Epoch: [11] [24500/54024] learning_rate: 0.000100 loss_class: 0.686415 loss_bbox: 0.110470 loss_giou: 0.482121 loss_class_aux: 4.337751 loss_bbox_aux: 0.721302 loss_giou_aux: 3.007141 loss_class_dn: 0.345500 loss_bbox_dn: 0.097942 loss_giou_dn: 0.368336 loss_class_aux_dn: 1.845572 loss_bbox_aux_dn: 0.618150 loss_giou_aux_dn: 2.074581 loss: 15.063459 eta: 41 days, 22:38:35 batch_cost: 1.1566 data_cost: 0.0013 ips: 6.9171 images/s
[08/11 16:43:09] ppdet.engine INFO: Epoch: [11] [24600/54024] learning_rate: 0.000100 loss_class: 0.672231 loss_bbox: 0.106486 loss_giou: 0.447136 loss_class_aux: 4.182939 loss_bbox_aux: 0.700920 loss_giou_aux: 2.805949 loss_class_dn: 0.332148 loss_bbox_dn: 0.090914 loss_giou_dn: 0.342765 loss_class_aux_dn: 1.769896 loss_bbox_aux_dn: 0.587571 loss_giou_aux_dn: 1.975724 loss: 14.477080 eta: 41 days, 22:37:22 batch_cost: 1.1418 data_cost: 0.0450 ips: 7.0065 images/s
[08/11 16:45:01] ppdet.engine INFO: Epoch: [11] [24700/54024] learning_rate: 0.000100 loss_class: 0.672362 loss_bbox: 0.101962 loss_giou: 0.475547 loss_class_aux: 4.228446 loss_bbox_aux: 0.660728 loss_giou_aux: 3.013536 loss_class_dn: 0.341497 loss_bbox_dn: 0.093312 loss_giou_dn: 0.361247 loss_class_aux_dn: 1.816578 loss_bbox_aux_dn: 0.583274 loss_giou_aux_dn: 2.029754 loss: 14.570876 eta: 41 days, 22:34:55 batch_cost: 1.0751 data_cost: 0.0013 ips: 7.4415 images/s
[08/11 16:46:57] ppdet.engine INFO: Epoch: [11] [24800/54024] learning_rate: 0.000100 loss_class: 0.709164 loss_bbox: 0.101410 loss_giou: 0.491433 loss_class_aux: 4.399235 loss_bbox_aux: 0.661617 loss_giou_aux: 3.042767 loss_class_dn: 0.345739 loss_bbox_dn: 0.097480 loss_giou_dn: 0.366488 loss_class_aux_dn: 1.879600 loss_bbox_aux_dn: 0.598150 loss_giou_aux_dn: 2.087758 loss: 14.874221 eta: 41 days, 22:33:12 batch_cost: 1.1152 data_cost: 0.0013 ips: 7.1734 images/s
[08/11 16:48:59] ppdet.engine INFO: Epoch: [11] [24900/54024] learning_rate: 0.000100 loss_class: 0.651689 loss_bbox: 0.106978 loss_giou: 0.482110 loss_class_aux: 4.114955 loss_bbox_aux: 0.708581 loss_giou_aux: 2.991921 loss_class_dn: 0.338812 loss_bbox_dn: 0.098481 loss_giou_dn: 0.352644 loss_class_aux_dn: 1.810290 loss_bbox_aux_dn: 0.600717 loss_giou_aux_dn: 2.031314 loss: 14.697320 eta: 41 days, 22:32:23 batch_cost: 1.1638 data_cost: 0.0015 ips: 6.8743 images/s
[08/11 16:50:57] ppdet.engine INFO: Epoch: [11] [25000/54024] learning_rate: 0.000100 loss_class: 0.662268 loss_bbox: 0.110726 loss_giou: 0.489650 loss_class_aux: 4.118851 loss_bbox_aux: 0.713641 loss_giou_aux: 3.048698 loss_class_dn: 0.336741 loss_bbox_dn: 0.103776 loss_giou_dn: 0.375728 loss_class_aux_dn: 1.815449 loss_bbox_aux_dn: 0.659309 loss_giou_aux_dn: 2.152918 loss: 14.922426 eta: 41 days, 22:30:54 batch_cost: 1.1275 data_cost: 0.0013 ips: 7.0954 images/s
[08/11 16:53:02] ppdet.engine INFO: Epoch: [11] [25100/54024] learning_rate: 0.000100 loss_class: 0.694949 loss_bbox: 0.114168 loss_giou: 0.487696 loss_class_aux: 4.362144 loss_bbox_aux: 0.725215 loss_giou_aux: 3.081583 loss_class_dn: 0.349170 loss_bbox_dn: 0.102707 loss_giou_dn: 0.369603 loss_class_aux_dn: 1.885927 loss_bbox_aux_dn: 0.633769 loss_giou_aux_dn: 2.118541 loss: 15.048230 eta: 41 days, 22:30:41 batch_cost: 1.1961 data_cost: 0.0013 ips: 6.6887 images/s
[08/11 16:55:11] ppdet.engine INFO: Epoch: [11] [25200/54024] learning_rate: 0.000100 loss_class: 0.693633 loss_bbox: 0.104073 loss_giou: 0.476929 loss_class_aux: 4.304067 loss_bbox_aux: 0.683711 loss_giou_aux: 2.944559 loss_class_dn: 0.346552 loss_bbox_dn: 0.097229 loss_giou_dn: 0.363109 loss_class_aux_dn: 1.880062 loss_bbox_aux_dn: 0.603775 loss_giou_aux_dn: 2.117058 loss: 15.196388 eta: 41 days, 22:31:19 batch_cost: 1.2421 data_cost: 0.0013 ips: 6.4406 images/s
[08/11 16:57:11] ppdet.engine INFO: Epoch: [11] [25300/54024] learning_rate: 0.000100 loss_class: 0.681763 loss_bbox: 0.106220 loss_giou: 0.470928 loss_class_aux: 4.206059 loss_bbox_aux: 0.659485 loss_giou_aux: 2.917410 loss_class_dn: 0.335697 loss_bbox_dn: 0.097657 loss_giou_dn: 0.348967 loss_class_aux_dn: 1.850322 loss_bbox_aux_dn: 0.603637 loss_giou_aux_dn: 2.003021 loss: 14.609100 eta: 41 days, 22:30:17 batch_cost: 1.1524 data_cost: 0.0034 ips: 6.9421 images/s
[08/11 16:59:07] ppdet.engine INFO: Epoch: [11] [25400/54024] learning_rate: 0.000100 loss_class: 0.681546 loss_bbox: 0.101470 loss_giou: 0.479341 loss_class_aux: 4.265215 loss_bbox_aux: 0.650160 loss_giou_aux: 2.987572 loss_class_dn: 0.343172 loss_bbox_dn: 0.100125 loss_giou_dn: 0.368240 loss_class_aux_dn: 1.837185 loss_bbox_aux_dn: 0.649531 loss_giou_aux_dn: 2.115337 loss: 14.680656 eta: 41 days, 22:28:22 batch_cost: 1.1043 data_cost: 0.0013 ips: 7.2446 images/s
[08/11 17:01:03] ppdet.engine INFO: Epoch: [11] [25500/54024] learning_rate: 0.000100 loss_class: 0.696152 loss_bbox: 0.108265 loss_giou: 0.504226 loss_class_aux: 4.291709 loss_bbox_aux: 0.716943 loss_giou_aux: 3.092773 loss_class_dn: 0.335465 loss_bbox_dn: 0.096668 loss_giou_dn: 0.365444 loss_class_aux_dn: 1.811943 loss_bbox_aux_dn: 0.616823 loss_giou_aux_dn: 2.078339 loss: 15.095698 eta: 41 days, 22:26:27 batch_cost: 1.1039 data_cost: 0.0014 ips: 7.2468 images/s
[08/11 17:03:01] ppdet.engine INFO: Epoch: [11] [25600/54024] learning_rate: 0.000100 loss_class: 0.687677 loss_bbox: 0.100976 loss_giou: 0.502531 loss_class_aux: 4.274605 loss_bbox_aux: 0.683660 loss_giou_aux: 3.172838 loss_class_dn: 0.340695 loss_bbox_dn: 0.090830 loss_giou_dn: 0.374524 loss_class_aux_dn: 1.840305 loss_bbox_aux_dn: 0.568220 loss_giou_aux_dn: 2.181393 loss: 14.987717 eta: 41 days, 22:25:05 batch_cost: 1.1340 data_cost: 0.0013 ips: 7.0546 images/s
[08/11 17:04:59] ppdet.engine INFO: Epoch: [11] [25700/54024] learning_rate: 0.000100 loss_class: 0.673769 loss_bbox: 0.102903 loss_giou: 0.481504 loss_class_aux: 4.197068 loss_bbox_aux: 0.682388 loss_giou_aux: 2.959984 loss_class_dn: 0.334279 loss_bbox_dn: 0.094147 loss_giou_dn: 0.368012 loss_class_aux_dn: 1.804686 loss_bbox_aux_dn: 0.581207 loss_giou_aux_dn: 2.099111 loss: 14.731652 eta: 41 days, 22:23:33 batch_cost: 1.1255 data_cost: 0.0031 ips: 7.1078 images/s
[08/11 17:06:52] ppdet.engine INFO: Epoch: [11] [25800/54024] learning_rate: 0.000100 loss_class: 0.648540 loss_bbox: 0.108796 loss_giou: 0.489010 loss_class_aux: 4.064794 loss_bbox_aux: 0.696600 loss_giou_aux: 3.073767 loss_class_dn: 0.347527 loss_bbox_dn: 0.098209 loss_giou_dn: 0.372565 loss_class_aux_dn: 1.867974 loss_bbox_aux_dn: 0.615651 loss_giou_aux_dn: 2.137300 loss: 14.617634 eta: 41 days, 22:21:13 batch_cost: 1.0812 data_cost: 0.0013 ips: 7.3989 images/s
[08/11 17:08:51] ppdet.engine INFO: Epoch: [11] [25900/54024] learning_rate: 0.000100 loss_class: 0.668118 loss_bbox: 0.102291 loss_giou: 0.491821 loss_class_aux: 4.104644 loss_bbox_aux: 0.682181 loss_giou_aux: 3.097632 loss_class_dn: 0.329057 loss_bbox_dn: 0.091814 loss_giou_dn: 0.355759 loss_class_aux_dn: 1.766567 loss_bbox_aux_dn: 0.582244 loss_giou_aux_dn: 2.025133 loss: 14.185798 eta: 41 days, 22:19:52 batch_cost: 1.1353 data_cost: 0.0081 ips: 7.0464 images/s
[08/11 17:10:44] ppdet.engine INFO: Epoch: [11] [26000/54024] learning_rate: 0.000100 loss_class: 0.668394 loss_bbox: 0.105570 loss_giou: 0.478257 loss_class_aux: 4.110233 loss_bbox_aux: 0.674688 loss_giou_aux: 3.074492 loss_class_dn: 0.353332 loss_bbox_dn: 0.098071 loss_giou_dn: 0.377876 loss_class_aux_dn: 1.899452 loss_bbox_aux_dn: 0.621616 loss_giou_aux_dn: 2.200600 loss: 15.104059 eta: 41 days, 22:17:27 batch_cost: 1.0765 data_cost: 0.0013 ips: 7.4317 images/s
[08/11 17:12:33] ppdet.engine INFO: Epoch: [11] [26100/54024] learning_rate: 0.000100 loss_class: 0.713816 loss_bbox: 0.110051 loss_giou: 0.499700 loss_class_aux: 4.332153 loss_bbox_aux: 0.716197 loss_giou_aux: 3.119024 loss_class_dn: 0.359635 loss_bbox_dn: 0.102754 loss_giou_dn: 0.395134 loss_class_aux_dn: 1.895593 loss_bbox_aux_dn: 0.638128 loss_giou_aux_dn: 2.274085 loss: 15.682845 eta: 41 days, 22:14:26 batch_cost: 1.0447 data_cost: 0.0013 ips: 7.6577 images/s
[08/11 17:14:31] ppdet.engine INFO: Epoch: [11] [26200/54024] learning_rate: 0.000100 loss_class: 0.678554 loss_bbox: 0.101268 loss_giou: 0.500555 loss_class_aux: 4.251522 loss_bbox_aux: 0.634774 loss_giou_aux: 3.151727 loss_class_dn: 0.331889 loss_bbox_dn: 0.096352 loss_giou_dn: 0.367815 loss_class_aux_dn: 1.824034 loss_bbox_aux_dn: 0.609606 loss_giou_aux_dn: 2.093612 loss: 14.412752 eta: 41 days, 22:12:58 batch_cost: 1.1291 data_cost: 0.0013 ips: 7.0850 images/s
[08/11 17:16:30] ppdet.engine INFO: Epoch: [11] [26300/54024] learning_rate: 0.000100 loss_class: 0.705992 loss_bbox: 0.105527 loss_giou: 0.488077 loss_class_aux: 4.336854 loss_bbox_aux: 0.709053 loss_giou_aux: 2.990197 loss_class_dn: 0.344430 loss_bbox_dn: 0.098375 loss_giou_dn: 0.374415 loss_class_aux_dn: 1.853853 loss_bbox_aux_dn: 0.601945 loss_giou_aux_dn: 2.143549 loss: 14.626006 eta: 41 days, 22:11:36 batch_cost: 1.1341 data_cost: 0.0013 ips: 7.0540 images/s
[08/11 17:18:23] ppdet.engine INFO: Epoch: [11] [26400/54024] learning_rate: 0.000100 loss_class: 0.700026 loss_bbox: 0.109216 loss_giou: 0.478094 loss_class_aux: 4.262482 loss_bbox_aux: 0.685544 loss_giou_aux: 3.018111 loss_class_dn: 0.334953 loss_bbox_dn: 0.096640 loss_giou_dn: 0.370866 loss_class_aux_dn: 1.794607 loss_bbox_aux_dn: 0.585164 loss_giou_aux_dn: 2.080350 loss: 14.384454 eta: 41 days, 22:09:05 batch_cost: 1.0711 data_cost: 0.0013 ips: 7.4690 images/s
[08/11 17:20:19] ppdet.engine INFO: Epoch: [11] [26500/54024] learning_rate: 0.000100 loss_class: 0.689597 loss_bbox: 0.107704 loss_giou: 0.498376 loss_class_aux: 4.302032 loss_bbox_aux: 0.719525 loss_giou_aux: 3.037441 loss_class_dn: 0.340135 loss_bbox_dn: 0.102306 loss_giou_dn: 0.365094 loss_class_aux_dn: 1.823284 loss_bbox_aux_dn: 0.631654 loss_giou_aux_dn: 2.104811 loss: 14.787103 eta: 41 days, 22:07:23 batch_cost: 1.1159 data_cost: 0.0013 ips: 7.1694 images/s
[08/11 17:22:15] ppdet.engine INFO: Epoch: [11] [26600/54024] learning_rate: 0.000100 loss_class: 0.679752 loss_bbox: 0.106764 loss_giou: 0.496094 loss_class_aux: 4.244331 loss_bbox_aux: 0.690048 loss_giou_aux: 3.043932 loss_class_dn: 0.333512 loss_bbox_dn: 0.098049 loss_giou_dn: 0.357946 loss_class_aux_dn: 1.799971 loss_bbox_aux_dn: 0.595351 loss_giou_aux_dn: 2.055295 loss: 14.637299 eta: 41 days, 22:05:34 batch_cost: 1.1096 data_cost: 0.0014 ips: 7.2099 images/s
[08/11 17:24:12] ppdet.engine INFO: Epoch: [11] [26700/54024] learning_rate: 0.000100 loss_class: 0.689959 loss_bbox: 0.107438 loss_giou: 0.466989 loss_class_aux: 4.259695 loss_bbox_aux: 0.698090 loss_giou_aux: 2.937574 loss_class_dn: 0.347623 loss_bbox_dn: 0.098632 loss_giou_dn: 0.367330 loss_class_aux_dn: 1.873387 loss_bbox_aux_dn: 0.600661 loss_giou_aux_dn: 2.120459 loss: 14.681225 eta: 41 days, 22:03:44 batch_cost: 1.1089 data_cost: 0.0013 ips: 7.2142 images/s
[08/11 17:26:05] ppdet.engine INFO: Epoch: [11] [26800/54024] learning_rate: 0.000100 loss_class: 0.721449 loss_bbox: 0.106105 loss_giou: 0.485775 loss_class_aux: 4.435365 loss_bbox_aux: 0.684476 loss_giou_aux: 3.017063 loss_class_dn: 0.349039 loss_bbox_dn: 0.102550 loss_giou_dn: 0.366425 loss_class_aux_dn: 1.873391 loss_bbox_aux_dn: 0.639689 loss_giou_aux_dn: 2.097038 loss: 14.693114 eta: 41 days, 22:01:24 batch_cost: 1.0814 data_cost: 0.0013 ips: 7.3977 images/s
[08/11 17:27:59] ppdet.engine INFO: Epoch: [11] [26900/54024] learning_rate: 0.000100 loss_class: 0.658952 loss_bbox: 0.096578 loss_giou: 0.458213 loss_class_aux: 4.062573 loss_bbox_aux: 0.647518 loss_giou_aux: 2.925948 loss_class_dn: 0.332336 loss_bbox_dn: 0.093373 loss_giou_dn: 0.344758 loss_class_aux_dn: 1.764105 loss_bbox_aux_dn: 0.580847 loss_giou_aux_dn: 1.979990 loss: 14.132106 eta: 41 days, 21:59:06 batch_cost: 1.0831 data_cost: 0.0040 ips: 7.3862 images/s
[08/11 17:29:48] ppdet.engine INFO: Epoch: [11] [27000/54024] learning_rate: 0.000100 loss_class: 0.691763 loss_bbox: 0.104641 loss_giou: 0.484644 loss_class_aux: 4.207212 loss_bbox_aux: 0.686488 loss_giou_aux: 3.039081 loss_class_dn: 0.341078 loss_bbox_dn: 0.098926 loss_giou_dn: 0.367520 loss_class_aux_dn: 1.839389 loss_bbox_aux_dn: 0.612923 loss_giou_aux_dn: 2.125907 loss: 15.072934 eta: 41 days, 21:56:02 batch_cost: 1.0420 data_cost: 0.0014 ips: 7.6778 images/s
[08/11 17:31:46] ppdet.engine INFO: Epoch: [11] [27100/54024] learning_rate: 0.000100 loss_class: 0.685495 loss_bbox: 0.109762 loss_giou: 0.492817 loss_class_aux: 4.267989 loss_bbox_aux: 0.712355 loss_giou_aux: 3.034655 loss_class_dn: 0.350221 loss_bbox_dn: 0.095167 loss_giou_dn: 0.375039 loss_class_aux_dn: 1.889625 loss_bbox_aux_dn: 0.598684 loss_giou_aux_dn: 2.145538 loss: 15.080809 eta: 41 days, 21:54:38 batch_cost: 1.1321 data_cost: 0.0013 ips: 7.0667 images/s
[08/11 17:33:44] ppdet.engine INFO: Epoch: [11] [27200/54024] learning_rate: 0.000100 loss_class: 0.696449 loss_bbox: 0.106677 loss_giou: 0.455037 loss_class_aux: 4.299978 loss_bbox_aux: 0.698764 loss_giou_aux: 2.843255 loss_class_dn: 0.345096 loss_bbox_dn: 0.090493 loss_giou_dn: 0.361579 loss_class_aux_dn: 1.864678 loss_bbox_aux_dn: 0.562214 loss_giou_aux_dn: 2.082123 loss: 14.603308 eta: 41 days, 21:53:05 batch_cost: 1.1242 data_cost: 0.0014 ips: 7.1163 images/s
[08/11 17:35:38] ppdet.engine INFO: Epoch: [11] [27300/54024] learning_rate: 0.000100 loss_class: 0.678063 loss_bbox: 0.101205 loss_giou: 0.487623 loss_class_aux: 4.239098 loss_bbox_aux: 0.651695 loss_giou_aux: 2.968451 loss_class_dn: 0.339346 loss_bbox_dn: 0.091866 loss_giou_dn: 0.361606 loss_class_aux_dn: 1.833393 loss_bbox_aux_dn: 0.581457 loss_giou_aux_dn: 2.074515 loss: 14.315964 eta: 41 days, 21:50:42 batch_cost: 1.0787 data_cost: 0.0201 ips: 7.4162 images/s
[08/11 17:37:36] ppdet.engine INFO: Epoch: [11] [27400/54024] learning_rate: 0.000100 loss_class: 0.658832 loss_bbox: 0.100006 loss_giou: 0.451458 loss_class_aux: 4.092754 loss_bbox_aux: 0.646364 loss_giou_aux: 2.841583 loss_class_dn: 0.337574 loss_bbox_dn: 0.085608 loss_giou_dn: 0.358353 loss_class_aux_dn: 1.828138 loss_bbox_aux_dn: 0.552968 loss_giou_aux_dn: 2.030809 loss: 14.118957 eta: 41 days, 21:49:18 batch_cost: 1.1324 data_cost: 0.0332 ips: 7.0647 images/s
[08/11 17:39:42] ppdet.engine INFO: Epoch: [11] [27500/54024] learning_rate: 0.000100 loss_class: 0.709536 loss_bbox: 0.112180 loss_giou: 0.471651 loss_class_aux: 4.403711 loss_bbox_aux: 0.734641 loss_giou_aux: 2.949648 loss_class_dn: 0.351493 loss_bbox_dn: 0.106933 loss_giou_dn: 0.359464 loss_class_aux_dn: 1.910258 loss_bbox_aux_dn: 0.656707 loss_giou_aux_dn: 2.094560 loss: 15.049680 eta: 41 days, 21:49:18 batch_cost: 1.2094 data_cost: 0.0457 ips: 6.6151 images/s
[08/11 17:41:34] ppdet.engine INFO: Epoch: [11] [27600/54024] learning_rate: 0.000100 loss_class: 0.670667 loss_bbox: 0.106454 loss_giou: 0.469939 loss_class_aux: 4.261760 loss_bbox_aux: 0.709768 loss_giou_aux: 2.868680 loss_class_dn: 0.332250 loss_bbox_dn: 0.097844 loss_giou_dn: 0.342282 loss_class_aux_dn: 1.793141 loss_bbox_aux_dn: 0.613427 loss_giou_aux_dn: 1.968278 loss: 14.221302 eta: 41 days, 21:46:45 batch_cost: 1.0694 data_cost: 0.0126 ips: 7.4808 images/s
[08/11 17:43:26] ppdet.engine INFO: Epoch: [11] [27700/54024] learning_rate: 0.000100 loss_class: 0.653623 loss_bbox: 0.098370 loss_giou: 0.496034 loss_class_aux: 4.063989 loss_bbox_aux: 0.643234 loss_giou_aux: 3.072438 loss_class_dn: 0.319828 loss_bbox_dn: 0.087507 loss_giou_dn: 0.357514 loss_class_aux_dn: 1.729000 loss_bbox_aux_dn: 0.556312 loss_giou_aux_dn: 2.060713 loss: 13.957874 eta: 41 days, 21:44:19 batch_cost: 1.0760 data_cost: 0.0013 ips: 7.4351 images/s
[08/11 17:45:28] ppdet.engine INFO: Epoch: [11] [27800/54024] learning_rate: 0.000100 loss_class: 0.708224 loss_bbox: 0.103518 loss_giou: 0.503537 loss_class_aux: 4.369529 loss_bbox_aux: 0.679251 loss_giou_aux: 3.129103 loss_class_dn: 0.345901 loss_bbox_dn: 0.097768 loss_giou_dn: 0.390668 loss_class_aux_dn: 1.869856 loss_bbox_aux_dn: 0.586833 loss_giou_aux_dn: 2.168291 loss: 14.891440 eta: 41 days, 21:43:37 batch_cost: 1.1704 data_cost: 0.0018 ips: 6.8350 images/s
[08/11 17:47:29] ppdet.engine INFO: Epoch: [11] [27900/54024] learning_rate: 0.000100 loss_class: 0.682820 loss_bbox: 0.106065 loss_giou: 0.497413 loss_class_aux: 4.306598 loss_bbox_aux: 0.689488 loss_giou_aux: 3.097516 loss_class_dn: 0.343648 loss_bbox_dn: 0.096975 loss_giou_dn: 0.378518 loss_class_aux_dn: 1.863998 loss_bbox_aux_dn: 0.599124 loss_giou_aux_dn: 2.187293 loss: 14.875649 eta: 41 days, 21:42:40 batch_cost: 1.1569 data_cost: 0.0877 ips: 6.9149 images/s
[08/11 17:49:31] ppdet.engine INFO: Epoch: [11] [28000/54024] learning_rate: 0.000100 loss_class: 0.698809 loss_bbox: 0.102416 loss_giou: 0.503139 loss_class_aux: 4.339651 loss_bbox_aux: 0.678716 loss_giou_aux: 3.129146 loss_class_dn: 0.338070 loss_bbox_dn: 0.088772 loss_giou_dn: 0.376215 loss_class_aux_dn: 1.841344 loss_bbox_aux_dn: 0.567889 loss_giou_aux_dn: 2.152952 loss: 14.986566 eta: 41 days, 21:41:55 batch_cost: 1.1680 data_cost: 0.0013 ips: 6.8491 images/s
[08/11 17:51:25] ppdet.engine INFO: Epoch: [11] [28100/54024] learning_rate: 0.000100 loss_class: 0.682936 loss_bbox: 0.104875 loss_giou: 0.497390 loss_class_aux: 4.207178 loss_bbox_aux: 0.698889 loss_giou_aux: 3.101275 loss_class_dn: 0.346003 loss_bbox_dn: 0.096712 loss_giou_dn: 0.381562 loss_class_aux_dn: 1.860651 loss_bbox_aux_dn: 0.600789 loss_giou_aux_dn: 2.183272 loss: 15.349127 eta: 41 days, 21:39:46 batch_cost: 1.0912 data_cost: 0.0013 ips: 7.3317 images/s
[08/11 17:53:21] ppdet.engine INFO: Epoch: [11] [28200/54024] learning_rate: 0.000100 loss_class: 0.662702 loss_bbox: 0.111658 loss_giou: 0.431082 loss_class_aux: 4.173715 loss_bbox_aux: 0.708934 loss_giou_aux: 2.635686 loss_class_dn: 0.321875 loss_bbox_dn: 0.105004 loss_giou_dn: 0.317193 loss_class_aux_dn: 1.772321 loss_bbox_aux_dn: 0.647083 loss_giou_aux_dn: 1.837729 loss: 13.798319 eta: 41 days, 21:37:50 batch_cost: 1.1040 data_cost: 0.0013 ips: 7.2466 images/s
[08/11 17:55:16] ppdet.engine INFO: Epoch: [11] [28300/54024] learning_rate: 0.000100 loss_class: 0.703684 loss_bbox: 0.109484 loss_giou: 0.466741 loss_class_aux: 4.430481 loss_bbox_aux: 0.690239 loss_giou_aux: 2.880575 loss_class_dn: 0.340589 loss_bbox_dn: 0.097410 loss_giou_dn: 0.346893 loss_class_aux_dn: 1.859444 loss_bbox_aux_dn: 0.607967 loss_giou_aux_dn: 2.008812 loss: 14.570389 eta: 41 days, 21:35:52 batch_cost: 1.1012 data_cost: 0.0013 ips: 7.2651 images/s
[08/11 17:57:10] ppdet.engine INFO: Epoch: [11] [28400/54024] learning_rate: 0.000100 loss_class: 0.709275 loss_bbox: 0.103829 loss_giou: 0.495504 loss_class_aux: 4.367924 loss_bbox_aux: 0.702760 loss_giou_aux: 3.106054 loss_class_dn: 0.342305 loss_bbox_dn: 0.102914 loss_giou_dn: 0.364515 loss_class_aux_dn: 1.866546 loss_bbox_aux_dn: 0.632056 loss_giou_aux_dn: 2.075966 loss: 15.156022 eta: 41 days, 21:33:38 batch_cost: 1.0868 data_cost: 0.0202 ips: 7.3608 images/s
[08/11 17:59:06] ppdet.engine INFO: Epoch: [11] [28500/54024] learning_rate: 0.000100 loss_class: 0.628645 loss_bbox: 0.100901 loss_giou: 0.427270 loss_class_aux: 3.912216 loss_bbox_aux: 0.656135 loss_giou_aux: 2.665533 loss_class_dn: 0.309784 loss_bbox_dn: 0.093753 loss_giou_dn: 0.330271 loss_class_aux_dn: 1.676133 loss_bbox_aux_dn: 0.574671 loss_giou_aux_dn: 1.904554 loss: 13.462979 eta: 41 days, 21:31:36 batch_cost: 1.0983 data_cost: 0.0080 ips: 7.2841 images/s
[08/11 18:01:03] ppdet.engine INFO: Epoch: [11] [28600/54024] learning_rate: 0.000100 loss_class: 0.716294 loss_bbox: 0.103557 loss_giou: 0.490066 loss_class_aux: 4.424956 loss_bbox_aux: 0.692789 loss_giou_aux: 3.080923 loss_class_dn: 0.363818 loss_bbox_dn: 0.098001 loss_giou_dn: 0.359254 loss_class_aux_dn: 1.951197 loss_bbox_aux_dn: 0.609529 loss_giou_aux_dn: 2.095229 loss: 15.690840 eta: 41 days, 21:30:02 batch_cost: 1.1231 data_cost: 0.0013 ips: 7.1230 images/s
[08/11 18:03:06] ppdet.engine INFO: Epoch: [11] [28700/54024] learning_rate: 0.000100 loss_class: 0.660443 loss_bbox: 0.103775 loss_giou: 0.483041 loss_class_aux: 4.091709 loss_bbox_aux: 0.676527 loss_giou_aux: 2.983037 loss_class_dn: 0.339595 loss_bbox_dn: 0.095129 loss_giou_dn: 0.360843 loss_class_aux_dn: 1.846828 loss_bbox_aux_dn: 0.595222 loss_giou_aux_dn: 2.079944 loss: 14.597463 eta: 41 days, 21:29:22 batch_cost: 1.1728 data_cost: 0.0015 ips: 6.8215 images/s
[08/11 18:05:05] ppdet.engine INFO: Epoch: [11] [28800/54024] learning_rate: 0.000100 loss_class: 0.689668 loss_bbox: 0.102669 loss_giou: 0.468951 loss_class_aux: 4.306285 loss_bbox_aux: 0.667764 loss_giou_aux: 2.978911 loss_class_dn: 0.351860 loss_bbox_dn: 0.097545 loss_giou_dn: 0.365458 loss_class_aux_dn: 1.934493 loss_bbox_aux_dn: 0.588180 loss_giou_aux_dn: 2.078950 loss: 14.983994 eta: 41 days, 21:28:04 batch_cost: 1.1383 data_cost: 0.0013 ips: 7.0278 images/s
[08/11 18:07:13] ppdet.engine INFO: Epoch: [11] [28900/54024] learning_rate: 0.000100 loss_class: 0.657395 loss_bbox: 0.104839 loss_giou: 0.448198 loss_class_aux: 4.148764 loss_bbox_aux: 0.680212 loss_giou_aux: 2.813543 loss_class_dn: 0.331395 loss_bbox_dn: 0.103105 loss_giou_dn: 0.370755 loss_class_aux_dn: 1.826282 loss_bbox_aux_dn: 0.644857 loss_giou_aux_dn: 2.110091 loss: 14.384357 eta: 41 days, 21:28:26 batch_cost: 1.2297 data_cost: 0.0013 ips: 6.5057 images/s
[08/11 18:09:08] ppdet.engine INFO: Epoch: [11] [29000/54024] learning_rate: 0.000100 loss_class: 0.677956 loss_bbox: 0.109166 loss_giou: 0.485288 loss_class_aux: 4.216816 loss_bbox_aux: 0.703783 loss_giou_aux: 2.950854 loss_class_dn: 0.347942 loss_bbox_dn: 0.098622 loss_giou_dn: 0.366381 loss_class_aux_dn: 1.901439 loss_bbox_aux_dn: 0.601398 loss_giou_aux_dn: 2.100778 loss: 14.817741 eta: 41 days, 21:26:24 batch_cost: 1.0971 data_cost: 0.0014 ips: 7.2923 images/s
[08/11 18:11:07] ppdet.engine INFO: Epoch: [11] [29100/54024] learning_rate: 0.000100 loss_class: 0.671252 loss_bbox: 0.105477 loss_giou: 0.499462 loss_class_aux: 4.257602 loss_bbox_aux: 0.687174 loss_giou_aux: 3.116151 loss_class_dn: 0.345251 loss_bbox_dn: 0.090169 loss_giou_dn: 0.383216 loss_class_aux_dn: 1.892672 loss_bbox_aux_dn: 0.568673 loss_giou_aux_dn: 2.178252 loss: 15.256398 eta: 41 days, 21:25:06 batch_cost: 1.1386 data_cost: 0.0013 ips: 7.0264 images/s
[08/11 18:13:02] ppdet.engine INFO: Epoch: [11] [29200/54024] learning_rate: 0.000100 loss_class: 0.687326 loss_bbox: 0.102141 loss_giou: 0.460794 loss_class_aux: 4.299219 loss_bbox_aux: 0.674628 loss_giou_aux: 2.842114 loss_class_dn: 0.330738 loss_bbox_dn: 0.093981 loss_giou_dn: 0.354527 loss_class_aux_dn: 1.808552 loss_bbox_aux_dn: 0.583871 loss_giou_aux_dn: 2.017512 loss: 14.212150 eta: 41 days, 21:23:07 batch_cost: 1.1004 data_cost: 0.0013 ips: 7.2700 images/s
[08/11 18:14:57] ppdet.engine INFO: Epoch: [11] [29300/54024] learning_rate: 0.000100 loss_class: 0.697645 loss_bbox: 0.107165 loss_giou: 0.477413 loss_class_aux: 4.357801 loss_bbox_aux: 0.714524 loss_giou_aux: 2.960351 loss_class_dn: 0.329475 loss_bbox_dn: 0.098536 loss_giou_dn: 0.360923 loss_class_aux_dn: 1.771652 loss_bbox_aux_dn: 0.612816 loss_giou_aux_dn: 2.092705 loss: 14.345061 eta: 41 days, 21:21:04 batch_cost: 1.0974 data_cost: 0.0198 ips: 7.2899 images/s
[08/11 18:16:55] ppdet.engine INFO: Epoch: [11] [29400/54024] learning_rate: 0.000100 loss_class: 0.707134 loss_bbox: 0.111647 loss_giou: 0.498466 loss_class_aux: 4.434799 loss_bbox_aux: 0.721674 loss_giou_aux: 3.064114 loss_class_dn: 0.347860 loss_bbox_dn: 0.099930 loss_giou_dn: 0.374675 loss_class_aux_dn: 1.888029 loss_bbox_aux_dn: 0.631790 loss_giou_aux_dn: 2.118837 loss: 15.072646 eta: 41 days, 21:19:37 batch_cost: 1.1301 data_cost: 0.0013 ips: 7.0793 images/s
[08/11 18:18:53] ppdet.engine INFO: Epoch: [11] [29500/54024] learning_rate: 0.000100 loss_class: 0.653308 loss_bbox: 0.104408 loss_giou: 0.482677 loss_class_aux: 4.084598 loss_bbox_aux: 0.688920 loss_giou_aux: 3.045503 loss_class_dn: 0.331033 loss_bbox_dn: 0.098220 loss_giou_dn: 0.361174 loss_class_aux_dn: 1.792558 loss_bbox_aux_dn: 0.618636 loss_giou_aux_dn: 2.060446 loss: 14.564124 eta: 41 days, 21:18:15 batch_cost: 1.1343 data_cost: 0.0013 ips: 7.0530 images/s
[08/11 18:20:47] ppdet.engine INFO: Epoch: [11] [29600/54024] learning_rate: 0.000100 loss_class: 0.666810 loss_bbox: 0.102462 loss_giou: 0.458116 loss_class_aux: 4.054714 loss_bbox_aux: 0.663947 loss_giou_aux: 2.885287 loss_class_dn: 0.332998 loss_bbox_dn: 0.096193 loss_giou_dn: 0.356315 loss_class_aux_dn: 1.770777 loss_bbox_aux_dn: 0.579702 loss_giou_aux_dn: 2.040611 loss: 14.847438 eta: 41 days, 21:16:03 batch_cost: 1.0889 data_cost: 0.0014 ips: 7.3465 images/s
[08/11 18:22:49] ppdet.engine INFO: Epoch: [11] [29700/54024] learning_rate: 0.000100 loss_class: 0.677431 loss_bbox: 0.112208 loss_giou: 0.507593 loss_class_aux: 4.137571 loss_bbox_aux: 0.713756 loss_giou_aux: 3.145755 loss_class_dn: 0.343261 loss_bbox_dn: 0.098435 loss_giou_dn: 0.398292 loss_class_aux_dn: 1.882976 loss_bbox_aux_dn: 0.608780 loss_giou_aux_dn: 2.238201 loss: 15.160637 eta: 41 days, 21:15:20 batch_cost: 1.1701 data_cost: 0.0339 ips: 6.8369 images/s
[08/11 18:24:44] ppdet.engine INFO: Epoch: [11] [29800/54024] learning_rate: 0.000100 loss_class: 0.689509 loss_bbox: 0.105619 loss_giou: 0.487985 loss_class_aux: 4.360842 loss_bbox_aux: 0.676929 loss_giou_aux: 3.094224 loss_class_dn: 0.342139 loss_bbox_dn: 0.097463 loss_giou_dn: 0.368662 loss_class_aux_dn: 1.819751 loss_bbox_aux_dn: 0.597115 loss_giou_aux_dn: 2.146710 loss: 14.814770 eta: 41 days, 21:13:10 batch_cost: 1.0907 data_cost: 0.0013 ips: 7.3349 images/s
[08/11 18:26:39] ppdet.engine INFO: Epoch: [11] [29900/54024] learning_rate: 0.000100 loss_class: 0.667775 loss_bbox: 0.103771 loss_giou: 0.487505 loss_class_aux: 4.084949 loss_bbox_aux: 0.681162 loss_giou_aux: 3.058749 loss_class_dn: 0.325022 loss_bbox_dn: 0.093721 loss_giou_dn: 0.370547 loss_class_aux_dn: 1.801047 loss_bbox_aux_dn: 0.593441 loss_giou_aux_dn: 2.092317 loss: 14.324116 eta: 41 days, 21:11:10 batch_cost: 1.0991 data_cost: 0.0013 ips: 7.2784 images/s
[08/11 18:28:38] ppdet.engine INFO: Epoch: [11] [30000/54024] learning_rate: 0.000100 loss_class: 0.677734 loss_bbox: 0.103905 loss_giou: 0.564710 loss_class_aux: 4.147896 loss_bbox_aux: 0.692647 loss_giou_aux: 3.513160 loss_class_dn: 0.361985 loss_bbox_dn: 0.095571 loss_giou_dn: 0.404008 loss_class_aux_dn: 1.964563 loss_bbox_aux_dn: 0.573248 loss_giou_aux_dn: 2.292321 loss: 15.808859 eta: 41 days, 21:09:56 batch_cost: 1.1425 data_cost: 0.0710 ips: 7.0022 images/s
[08/11 18:30:47] ppdet.engine INFO: Epoch: [11] [30100/54024] learning_rate: 0.000100 loss_class: 0.648248 loss_bbox: 0.105195 loss_giou: 0.433067 loss_class_aux: 3.988882 loss_bbox_aux: 0.672739 loss_giou_aux: 2.704124 loss_class_dn: 0.318246 loss_bbox_dn: 0.094902 loss_giou_dn: 0.334223 loss_class_aux_dn: 1.715455 loss_bbox_aux_dn: 0.580019 loss_giou_aux_dn: 1.928692 loss: 13.731754 eta: 41 days, 21:10:25 batch_cost: 1.2366 data_cost: 0.0013 ips: 6.4693 images/s
[08/11 18:32:42] ppdet.engine INFO: Epoch: [11] [30200/54024] learning_rate: 0.000100 loss_class: 0.683432 loss_bbox: 0.109415 loss_giou: 0.522615 loss_class_aux: 4.274310 loss_bbox_aux: 0.734540 loss_giou_aux: 3.256355 loss_class_dn: 0.364011 loss_bbox_dn: 0.099156 loss_giou_dn: 0.382070 loss_class_aux_dn: 1.958473 loss_bbox_aux_dn: 0.632157 loss_giou_aux_dn: 2.205257 loss: 15.342336 eta: 41 days, 21:08:21 batch_cost: 1.0955 data_cost: 0.0013 ips: 7.3027 images/s
[08/11 18:34:38] ppdet.engine INFO: Epoch: [11] [30300/54024] learning_rate: 0.000100 loss_class: 0.662614 loss_bbox: 0.105066 loss_giou: 0.462125 loss_class_aux: 4.130435 loss_bbox_aux: 0.681260 loss_giou_aux: 2.886611 loss_class_dn: 0.325693 loss_bbox_dn: 0.103979 loss_giou_dn: 0.349127 loss_class_aux_dn: 1.758544 loss_bbox_aux_dn: 0.629123 loss_giou_aux_dn: 2.016510 loss: 14.110044 eta: 41 days, 21:06:29 batch_cost: 1.1079 data_cost: 0.0013 ips: 7.2208 images/s
[08/11 18:36:31] ppdet.engine INFO: Epoch: [11] [30400/54024] learning_rate: 0.000100 loss_class: 0.670930 loss_bbox: 0.109583 loss_giou: 0.464026 loss_class_aux: 4.134478 loss_bbox_aux: 0.695328 loss_giou_aux: 2.918341 loss_class_dn: 0.334439 loss_bbox_dn: 0.098768 loss_giou_dn: 0.341189 loss_class_aux_dn: 1.824780 loss_bbox_aux_dn: 0.593493 loss_giou_aux_dn: 1.983625 loss: 14.315337 eta: 41 days, 21:04:02 batch_cost: 1.0747 data_cost: 0.0013 ips: 7.4438 images/s
[08/11 18:38:35] ppdet.engine INFO: Epoch: [11] [30500/54024] learning_rate: 0.000100 loss_class: 0.720604 loss_bbox: 0.108548 loss_giou: 0.487709 loss_class_aux: 4.451306 loss_bbox_aux: 0.726942 loss_giou_aux: 3.060081 loss_class_dn: 0.358675 loss_bbox_dn: 0.096679 loss_giou_dn: 0.387841 loss_class_aux_dn: 1.936951 loss_bbox_aux_dn: 0.609651 loss_giou_aux_dn: 2.189152 loss: 15.445415 eta: 41 days, 21:03:36 batch_cost: 1.1862 data_cost: 0.0013 ips: 6.7445 images/s
[08/11 18:40:35] ppdet.engine INFO: Epoch: [11] [30600/54024] learning_rate: 0.000100 loss_class: 0.662464 loss_bbox: 0.104061 loss_giou: 0.480078 loss_class_aux: 4.117827 loss_bbox_aux: 0.677223 loss_giou_aux: 2.973893 loss_class_dn: 0.336649 loss_bbox_dn: 0.094460 loss_giou_dn: 0.361275 loss_class_aux_dn: 1.786472 loss_bbox_aux_dn: 0.561488 loss_giou_aux_dn: 2.062579 loss: 14.583883 eta: 41 days, 21:02:33 batch_cost: 1.1521 data_cost: 0.0013 ips: 6.9440 images/s
[08/11 18:42:32] ppdet.engine INFO: Epoch: [11] [30700/54024] learning_rate: 0.000100 loss_class: 0.673011 loss_bbox: 0.108238 loss_giou: 0.440474 loss_class_aux: 4.177989 loss_bbox_aux: 0.701885 loss_giou_aux: 2.747838 loss_class_dn: 0.327893 loss_bbox_dn: 0.101031 loss_giou_dn: 0.344348 loss_class_aux_dn: 1.804395 loss_bbox_aux_dn: 0.640512 loss_giou_aux_dn: 2.017173 loss: 14.543520 eta: 41 days, 21:00:59 batch_cost: 1.1236 data_cost: 0.0015 ips: 7.1198 images/s
[08/11 18:44:26] ppdet.engine INFO: Epoch: [11] [30800/54024] learning_rate: 0.000100 loss_class: 0.699087 loss_bbox: 0.106491 loss_giou: 0.481405 loss_class_aux: 4.299344 loss_bbox_aux: 0.696047 loss_giou_aux: 2.961399 loss_class_dn: 0.339767 loss_bbox_dn: 0.102334 loss_giou_dn: 0.369288 loss_class_aux_dn: 1.828878 loss_bbox_aux_dn: 0.617912 loss_giou_aux_dn: 2.158108 loss: 15.048706 eta: 41 days, 20:58:45 batch_cost: 1.0870 data_cost: 0.0013 ips: 7.3597 images/s
[08/11 18:46:19] ppdet.engine INFO: Epoch: [11] [30900/54024] learning_rate: 0.000100 loss_class: 0.652187 loss_bbox: 0.105190 loss_giou: 0.453678 loss_class_aux: 4.004094 loss_bbox_aux: 0.670864 loss_giou_aux: 2.805877 loss_class_dn: 0.328024 loss_bbox_dn: 0.093081 loss_giou_dn: 0.339789 loss_class_aux_dn: 1.760133 loss_bbox_aux_dn: 0.565156 loss_giou_aux_dn: 1.984873 loss: 14.193845 eta: 41 days, 20:56:20 batch_cost: 1.0765 data_cost: 0.0013 ips: 7.4313 images/s
[08/11 18:48:11] ppdet.engine INFO: Epoch: [11] [31000/54024] learning_rate: 0.000100 loss_class: 0.691566 loss_bbox: 0.100420 loss_giou: 0.443133 loss_class_aux: 4.250336 loss_bbox_aux: 0.644667 loss_giou_aux: 2.777391 loss_class_dn: 0.331400 loss_bbox_dn: 0.089614 loss_giou_dn: 0.340584 loss_class_aux_dn: 1.797495 loss_bbox_aux_dn: 0.567197 loss_giou_aux_dn: 1.964078 loss: 14.138251 eta: 41 days, 20:53:52 batch_cost: 1.0736 data_cost: 0.0013 ips: 7.4513 images/s
[08/11 18:50:07] ppdet.engine INFO: Epoch: [11] [31100/54024] learning_rate: 0.000100 loss_class: 0.706348 loss_bbox: 0.108307 loss_giou: 0.511167 loss_class_aux: 4.354099 loss_bbox_aux: 0.707877 loss_giou_aux: 3.231250 loss_class_dn: 0.353418 loss_bbox_dn: 0.102076 loss_giou_dn: 0.376859 loss_class_aux_dn: 1.893386 loss_bbox_aux_dn: 0.629140 loss_giou_aux_dn: 2.205783 loss: 15.644818 eta: 41 days, 20:51:58 batch_cost: 1.1060 data_cost: 0.0013 ips: 7.2331 images/s
[08/11 18:52:05] ppdet.engine INFO: Epoch: [11] [31200/54024] learning_rate: 0.000100 loss_class: 0.692180 loss_bbox: 0.109014 loss_giou: 0.448158 loss_class_aux: 4.300627 loss_bbox_aux: 0.691482 loss_giou_aux: 2.833370 loss_class_dn: 0.346331 loss_bbox_dn: 0.095111 loss_giou_dn: 0.364484 loss_class_aux_dn: 1.880844 loss_bbox_aux_dn: 0.580779 loss_giou_aux_dn: 2.095849 loss: 14.711717 eta: 41 days, 20:50:30 batch_cost: 1.1291 data_cost: 0.0015 ips: 7.0855 images/s
[08/11 18:53:57] ppdet.engine INFO: Epoch: [11] [31300/54024] learning_rate: 0.000100 loss_class: 0.649362 loss_bbox: 0.099763 loss_giou: 0.453901 loss_class_aux: 4.079458 loss_bbox_aux: 0.643565 loss_giou_aux: 2.836801 loss_class_dn: 0.321273 loss_bbox_dn: 0.090477 loss_giou_dn: 0.327214 loss_class_aux_dn: 1.748991 loss_bbox_aux_dn: 0.566174 loss_giou_aux_dn: 1.829497 loss: 13.795822 eta: 41 days, 20:47:45 batch_cost: 1.0579 data_cost: 0.0013 ips: 7.5624 images/s
[08/11 18:55:59] ppdet.engine INFO: Epoch: [11] [31400/54024] learning_rate: 0.000100 loss_class: 0.687260 loss_bbox: 0.108512 loss_giou: 0.473025 loss_class_aux: 4.215729 loss_bbox_aux: 0.693735 loss_giou_aux: 2.939973 loss_class_dn: 0.339921 loss_bbox_dn: 0.091826 loss_giou_dn: 0.363394 loss_class_aux_dn: 1.854309 loss_bbox_aux_dn: 0.565425 loss_giou_aux_dn: 2.056095 loss: 14.351546 eta: 41 days, 20:47:01 batch_cost: 1.1700 data_cost: 0.0014 ips: 6.8378 images/s
[08/11 18:57:57] ppdet.engine INFO: Epoch: [11] [31500/54024] learning_rate: 0.000100 loss_class: 0.689650 loss_bbox: 0.110783 loss_giou: 0.452157 loss_class_aux: 4.296988 loss_bbox_aux: 0.725596 loss_giou_aux: 2.814295 loss_class_dn: 0.326947 loss_bbox_dn: 0.102703 loss_giou_dn: 0.349468 loss_class_aux_dn: 1.804724 loss_bbox_aux_dn: 0.625372 loss_giou_aux_dn: 1.976556 loss: 13.945416 eta: 41 days, 20:45:31 batch_cost: 1.1279 data_cost: 0.0332 ips: 7.0929 images/s
[08/11 18:59:58] ppdet.engine INFO: Epoch: [11] [31600/54024] learning_rate: 0.000100 loss_class: 0.685019 loss_bbox: 0.101690 loss_giou: 0.477467 loss_class_aux: 4.229589 loss_bbox_aux: 0.673697 loss_giou_aux: 2.987128 loss_class_dn: 0.335529 loss_bbox_dn: 0.088594 loss_giou_dn: 0.371202 loss_class_aux_dn: 1.829464 loss_bbox_aux_dn: 0.550296 loss_giou_aux_dn: 2.086451 loss: 14.596801 eta: 41 days, 20:44:31 batch_cost: 1.1547 data_cost: 0.0013 ips: 6.9285 images/s
[08/11 19:02:08] ppdet.engine INFO: Epoch: [11] [31700/54024] learning_rate: 0.000100 loss_class: 0.721849 loss_bbox: 0.103660 loss_giou: 0.478563 loss_class_aux: 4.472576 loss_bbox_aux: 0.661592 loss_giou_aux: 2.964503 loss_class_dn: 0.341384 loss_bbox_dn: 0.092264 loss_giou_dn: 0.363139 loss_class_aux_dn: 1.890627 loss_bbox_aux_dn: 0.571739 loss_giou_aux_dn: 2.073473 loss: 14.949738 eta: 41 days, 20:45:22 batch_cost: 1.2580 data_cost: 0.0515 ips: 6.3595 images/s
[08/11 19:04:00] ppdet.engine INFO: Epoch: [11] [31800/54024] learning_rate: 0.000100 loss_class: 0.663256 loss_bbox: 0.109341 loss_giou: 0.497160 loss_class_aux: 4.100838 loss_bbox_aux: 0.717752 loss_giou_aux: 3.075781 loss_class_dn: 0.343956 loss_bbox_dn: 0.101214 loss_giou_dn: 0.386080 loss_class_aux_dn: 1.842116 loss_bbox_aux_dn: 0.637102 loss_giou_aux_dn: 2.186614 loss: 15.192361 eta: 41 days, 20:42:49 batch_cost: 1.0696 data_cost: 0.0013 ips: 7.4793 images/s
[08/11 19:05:52] ppdet.engine INFO: Epoch: [11] [31900/54024] learning_rate: 0.000100 loss_class: 0.685831 loss_bbox: 0.103334 loss_giou: 0.450761 loss_class_aux: 4.268250 loss_bbox_aux: 0.697921 loss_giou_aux: 2.842320 loss_class_dn: 0.337197 loss_bbox_dn: 0.105547 loss_giou_dn: 0.358499 loss_class_aux_dn: 1.814038 loss_bbox_aux_dn: 0.660118 loss_giou_aux_dn: 2.071791 loss: 15.045005 eta: 41 days, 20:40:10 batch_cost: 1.0637 data_cost: 0.0073 ips: 7.5210 images/s
[08/11 19:07:43] ppdet.engine INFO: Epoch: [11] [32000/54024] learning_rate: 0.000100 loss_class: 0.678020 loss_bbox: 0.103950 loss_giou: 0.474682 loss_class_aux: 4.183772 loss_bbox_aux: 0.656303 loss_giou_aux: 2.988666 loss_class_dn: 0.331997 loss_bbox_dn: 0.095824 loss_giou_dn: 0.357375 loss_class_aux_dn: 1.777312 loss_bbox_aux_dn: 0.594782 loss_giou_aux_dn: 2.038394 loss: 14.587635 eta: 41 days, 20:37:29 batch_cost: 1.0617 data_cost: 0.0014 ips: 7.5351 images/s
[08/11 19:09:34] ppdet.engine INFO: Epoch: [11] [32100/54024] learning_rate: 0.000100 loss_class: 0.675692 loss_bbox: 0.105208 loss_giou: 0.477155 loss_class_aux: 4.169986 loss_bbox_aux: 0.697250 loss_giou_aux: 2.935376 loss_class_dn: 0.337928 loss_bbox_dn: 0.094102 loss_giou_dn: 0.353074 loss_class_aux_dn: 1.832296 loss_bbox_aux_dn: 0.587690 loss_giou_aux_dn: 2.055269 loss: 14.800049 eta: 41 days, 20:34:50 batch_cost: 1.0632 data_cost: 0.0013 ips: 7.5244 images/s
[08/11 19:11:25] ppdet.engine INFO: Epoch: [11] [32200/54024] learning_rate: 0.000100 loss_class: 0.658449 loss_bbox: 0.106359 loss_giou: 0.444455 loss_class_aux: 4.123216 loss_bbox_aux: 0.685732 loss_giou_aux: 2.777716 loss_class_dn: 0.321105 loss_bbox_dn: 0.099235 loss_giou_dn: 0.341649 loss_class_aux_dn: 1.742679 loss_bbox_aux_dn: 0.613490 loss_giou_aux_dn: 1.972505 loss: 14.511851 eta: 41 days, 20:31:59 batch_cost: 1.0527 data_cost: 0.0014 ips: 7.5998 images/s
[08/11 19:13:22] ppdet.engine INFO: Epoch: [11] [32300/54024] learning_rate: 0.000100 loss_class: 0.682867 loss_bbox: 0.098149 loss_giou: 0.520820 loss_class_aux: 4.189706 loss_bbox_aux: 0.645368 loss_giou_aux: 3.241240 loss_class_dn: 0.352606 loss_bbox_dn: 0.085003 loss_giou_dn: 0.397467 loss_class_aux_dn: 1.867295 loss_bbox_aux_dn: 0.533621 loss_giou_aux_dn: 2.270477 loss: 15.175385 eta: 41 days, 20:30:23 batch_cost: 1.1220 data_cost: 0.0013 ips: 7.1302 images/s
[08/11 19:15:15] ppdet.engine INFO: Epoch: [11] [32400/54024] learning_rate: 0.000100 loss_class: 0.692622 loss_bbox: 0.109709 loss_giou: 0.476112 loss_class_aux: 4.330549 loss_bbox_aux: 0.693803 loss_giou_aux: 2.974324 loss_class_dn: 0.343206 loss_bbox_dn: 0.088850 loss_giou_dn: 0.365677 loss_class_aux_dn: 1.870466 loss_bbox_aux_dn: 0.571194 loss_giou_aux_dn: 2.077712 loss: 14.782869 eta: 41 days, 20:27:54 batch_cost: 1.0730 data_cost: 0.0013 ips: 7.4556 images/s
[08/11 19:17:14] ppdet.engine INFO: Epoch: [11] [32500/54024] learning_rate: 0.000100 loss_class: 0.716910 loss_bbox: 0.105522 loss_giou: 0.504678 loss_class_aux: 4.434139 loss_bbox_aux: 0.671962 loss_giou_aux: 3.116922 loss_class_dn: 0.358630 loss_bbox_dn: 0.097336 loss_giou_dn: 0.378834 loss_class_aux_dn: 1.911147 loss_bbox_aux_dn: 0.612407 loss_giou_aux_dn: 2.121664 loss: 15.381974 eta: 41 days, 20:26:38 batch_cost: 1.1404 data_cost: 0.0013 ips: 7.0154 images/s
[08/11 19:19:13] ppdet.engine INFO: Epoch: [11] [32600/54024] learning_rate: 0.000100 loss_class: 0.664584 loss_bbox: 0.104237 loss_giou: 0.497428 loss_class_aux: 4.080221 loss_bbox_aux: 0.677155 loss_giou_aux: 3.136528 loss_class_dn: 0.325658 loss_bbox_dn: 0.088908 loss_giou_dn: 0.372668 loss_class_aux_dn: 1.786465 loss_bbox_aux_dn: 0.566198 loss_giou_aux_dn: 2.159860 loss: 14.322538 eta: 41 days, 20:25:16 batch_cost: 1.1348 data_cost: 0.0044 ips: 7.0498 images/s
[08/11 19:21:06] ppdet.engine INFO: Epoch: [11] [32700/54024] learning_rate: 0.000100 loss_class: 0.702643 loss_bbox: 0.102953 loss_giou: 0.514327 loss_class_aux: 4.326591 loss_bbox_aux: 0.657674 loss_giou_aux: 3.213115 loss_class_dn: 0.348307 loss_bbox_dn: 0.091928 loss_giou_dn: 0.380364 loss_class_aux_dn: 1.867088 loss_bbox_aux_dn: 0.552509 loss_giou_aux_dn: 2.182500 loss: 15.245176 eta: 41 days, 20:22:55 batch_cost: 1.0802 data_cost: 0.0013 ips: 7.4063 images/s
[08/11 19:22:59] ppdet.engine INFO: Epoch: [11] [32800/54024] learning_rate: 0.000100 loss_class: 0.669164 loss_bbox: 0.100926 loss_giou: 0.466576 loss_class_aux: 4.243233 loss_bbox_aux: 0.649391 loss_giou_aux: 2.900847 loss_class_dn: 0.326413 loss_bbox_dn: 0.095255 loss_giou_dn: 0.341219 loss_class_aux_dn: 1.775348 loss_bbox_aux_dn: 0.588477 loss_giou_aux_dn: 1.967543 loss: 14.048638 eta: 41 days, 20:20:29 batch_cost: 1.0754 data_cost: 0.0013 ips: 7.4391 images/s
[08/11 19:25:01] ppdet.engine INFO: Epoch: [11] [32900/54024] learning_rate: 0.000100 loss_class: 0.705227 loss_bbox: 0.104343 loss_giou: 0.477685 loss_class_aux: 4.313828 loss_bbox_aux: 0.687963 loss_giou_aux: 2.990200 loss_class_dn: 0.330437 loss_bbox_dn: 0.097155 loss_giou_dn: 0.350998 loss_class_aux_dn: 1.810181 loss_bbox_aux_dn: 0.605880 loss_giou_aux_dn: 2.009750 loss: 14.939615 eta: 41 days, 20:19:38 batch_cost: 1.1637 data_cost: 0.0013 ips: 6.8747 images/s
[08/11 19:27:00] ppdet.engine INFO: Epoch: [11] [33000/54024] learning_rate: 0.000100 loss_class: 0.645932 loss_bbox: 0.099591 loss_giou: 0.440862 loss_class_aux: 4.083689 loss_bbox_aux: 0.671443 loss_giou_aux: 2.684188 loss_class_dn: 0.331695 loss_bbox_dn: 0.100552 loss_giou_dn: 0.341076 loss_class_aux_dn: 1.783221 loss_bbox_aux_dn: 0.613054 loss_giou_aux_dn: 1.972361 loss: 14.283917 eta: 41 days, 20:18:27 batch_cost: 1.1450 data_cost: 0.0843 ips: 6.9868 images/s
[08/11 19:28:57] ppdet.engine INFO: Epoch: [11] [33100/54024] learning_rate: 0.000100 loss_class: 0.677619 loss_bbox: 0.112851 loss_giou: 0.491186 loss_class_aux: 4.119754 loss_bbox_aux: 0.718847 loss_giou_aux: 3.084924 loss_class_dn: 0.344790 loss_bbox_dn: 0.100632 loss_giou_dn: 0.377488 loss_class_aux_dn: 1.892162 loss_bbox_aux_dn: 0.612526 loss_giou_aux_dn: 2.138799 loss: 14.955761 eta: 41 days, 20:16:50 batch_cost: 1.1215 data_cost: 0.0014 ips: 7.1334 images/s
[08/11 19:30:50] ppdet.engine INFO: Epoch: [11] [33200/54024] learning_rate: 0.000100 loss_class: 0.678457 loss_bbox: 0.102628 loss_giou: 0.437606 loss_class_aux: 4.197472 loss_bbox_aux: 0.670129 loss_giou_aux: 2.753524 loss_class_dn: 0.326906 loss_bbox_dn: 0.097875 loss_giou_dn: 0.333889 loss_class_aux_dn: 1.785341 loss_bbox_aux_dn: 0.612002 loss_giou_aux_dn: 1.926618 loss: 14.371685 eta: 41 days, 20:14:30 batch_cost: 1.0809 data_cost: 0.0013 ips: 7.4011 images/s
[08/11 19:32:45] ppdet.engine INFO: Epoch: [11] [33300/54024] learning_rate: 0.000100 loss_class: 0.673107 loss_bbox: 0.111559 loss_giou: 0.471942 loss_class_aux: 4.200498 loss_bbox_aux: 0.730931 loss_giou_aux: 2.998360 loss_class_dn: 0.347883 loss_bbox_dn: 0.098072 loss_giou_dn: 0.349937 loss_class_aux_dn: 1.881548 loss_bbox_aux_dn: 0.622686 loss_giou_aux_dn: 2.017236 loss: 14.818306 eta: 41 days, 20:12:24 batch_cost: 1.0944 data_cost: 0.0013 ips: 7.3096 images/s
[08/11 19:34:41] ppdet.engine INFO: Epoch: [11] [33400/54024] learning_rate: 0.000100 loss_class: 0.668000 loss_bbox: 0.107284 loss_giou: 0.455902 loss_class_aux: 4.147753 loss_bbox_aux: 0.687878 loss_giou_aux: 2.888703 loss_class_dn: 0.333379 loss_bbox_dn: 0.107424 loss_giou_dn: 0.356041 loss_class_aux_dn: 1.806573 loss_bbox_aux_dn: 0.656905 loss_giou_aux_dn: 2.013885 loss: 14.579842 eta: 41 days, 20:10:37 batch_cost: 1.1112 data_cost: 0.0525 ips: 7.1992 images/s
[08/11 19:36:39] ppdet.engine INFO: Epoch: [11] [33500/54024] learning_rate: 0.000100 loss_class: 0.673576 loss_bbox: 0.110907 loss_giou: 0.513570 loss_class_aux: 4.222590 loss_bbox_aux: 0.707627 loss_giou_aux: 3.191187 loss_class_dn: 0.353155 loss_bbox_dn: 0.100087 loss_giou_dn: 0.377165 loss_class_aux_dn: 1.938833 loss_bbox_aux_dn: 0.595997 loss_giou_aux_dn: 2.164873 loss: 15.547264 eta: 41 days, 20:09:03 batch_cost: 1.1237 data_cost: 0.0013 ips: 7.1196 images/s
[08/11 19:38:35] ppdet.engine INFO: Epoch: [11] [33600/54024] learning_rate: 0.000100 loss_class: 0.669737 loss_bbox: 0.110971 loss_giou: 0.459560 loss_class_aux: 4.154523 loss_bbox_aux: 0.700778 loss_giou_aux: 2.802719 loss_class_dn: 0.330977 loss_bbox_dn: 0.103024 loss_giou_dn: 0.351228 loss_class_aux_dn: 1.779692 loss_bbox_aux_dn: 0.636462 loss_giou_aux_dn: 2.029253 loss: 14.508346 eta: 41 days, 20:07:19 batch_cost: 1.1147 data_cost: 0.0013 ips: 7.1769 images/s
[08/11 19:40:32] ppdet.engine INFO: Epoch: [11] [33700/54024] learning_rate: 0.000100 loss_class: 0.672451 loss_bbox: 0.106571 loss_giou: 0.465769 loss_class_aux: 4.215167 loss_bbox_aux: 0.701129 loss_giou_aux: 2.897663 loss_class_dn: 0.339819 loss_bbox_dn: 0.095374 loss_giou_dn: 0.359046 loss_class_aux_dn: 1.874980 loss_bbox_aux_dn: 0.592688 loss_giou_aux_dn: 2.059613 loss: 14.923903 eta: 41 days, 20:05:42 batch_cost: 1.1212 data_cost: 0.0251 ips: 7.1352 images/s
[08/11 19:42:28] ppdet.engine INFO: Epoch: [11] [33800/54024] learning_rate: 0.000100 loss_class: 0.701775 loss_bbox: 0.099559 loss_giou: 0.475903 loss_class_aux: 4.359465 loss_bbox_aux: 0.636703 loss_giou_aux: 2.995000 loss_class_dn: 0.339475 loss_bbox_dn: 0.092091 loss_giou_dn: 0.365577 loss_class_aux_dn: 1.873930 loss_bbox_aux_dn: 0.576951 loss_giou_aux_dn: 2.072947 loss: 14.710885 eta: 41 days, 20:03:47 batch_cost: 1.1043 data_cost: 0.0013 ips: 7.2444 images/s
[08/11 19:44:19] ppdet.engine INFO: Epoch: [11] [33900/54024] learning_rate: 0.000100 loss_class: 0.714653 loss_bbox: 0.105299 loss_giou: 0.513371 loss_class_aux: 4.359877 loss_bbox_aux: 0.698413 loss_giou_aux: 3.246388 loss_class_dn: 0.354094 loss_bbox_dn: 0.099187 loss_giou_dn: 0.385148 loss_class_aux_dn: 1.908566 loss_bbox_aux_dn: 0.604292 loss_giou_aux_dn: 2.189637 loss: 15.191129 eta: 41 days, 20:01:02 batch_cost: 1.0576 data_cost: 0.0013 ips: 7.5644 images/s
[08/11 19:46:12] ppdet.engine INFO: Epoch: [11] [34000/54024] learning_rate: 0.000100 loss_class: 0.663339 loss_bbox: 0.109047 loss_giou: 0.456852 loss_class_aux: 4.176568 loss_bbox_aux: 0.701530 loss_giou_aux: 2.803298 loss_class_dn: 0.327127 loss_bbox_dn: 0.101963 loss_giou_dn: 0.347627 loss_class_aux_dn: 1.761287 loss_bbox_aux_dn: 0.625435 loss_giou_aux_dn: 2.031547 loss: 14.232625 eta: 41 days, 19:58:32 batch_cost: 1.0722 data_cost: 0.0013 ips: 7.4610 images/s
[08/11 19:48:06] ppdet.engine INFO: Epoch: [11] [34100/54024] learning_rate: 0.000100 loss_class: 0.662317 loss_bbox: 0.103157 loss_giou: 0.425268 loss_class_aux: 4.097200 loss_bbox_aux: 0.676315 loss_giou_aux: 2.681159 loss_class_dn: 0.313034 loss_bbox_dn: 0.094271 loss_giou_dn: 0.316490 loss_class_aux_dn: 1.705934 loss_bbox_aux_dn: 0.595980 loss_giou_aux_dn: 1.780697 loss: 13.770558 eta: 41 days, 19:56:17 batch_cost: 1.0856 data_cost: 0.0013 ips: 7.3691 images/s
[08/11 19:50:16] ppdet.engine INFO: Epoch: [11] [34200/54024] learning_rate: 0.000100 loss_class: 0.739210 loss_bbox: 0.112574 loss_giou: 0.536923 loss_class_aux: 4.453285 loss_bbox_aux: 0.727423 loss_giou_aux: 3.341965 loss_class_dn: 0.366845 loss_bbox_dn: 0.100674 loss_giou_dn: 0.395322 loss_class_aux_dn: 1.970966 loss_bbox_aux_dn: 0.607015 loss_giou_aux_dn: 2.268007 loss: 15.725780 eta: 41 days, 19:56:59 batch_cost: 1.2507 data_cost: 0.0013 ips: 6.3964 images/s
[08/11 19:52:11] ppdet.engine INFO: Epoch: [11] [34300/54024] learning_rate: 0.000100 loss_class: 0.673221 loss_bbox: 0.102352 loss_giou: 0.452275 loss_class_aux: 4.237591 loss_bbox_aux: 0.653717 loss_giou_aux: 2.848038 loss_class_dn: 0.319986 loss_bbox_dn: 0.098170 loss_giou_dn: 0.358564 loss_class_aux_dn: 1.750388 loss_bbox_aux_dn: 0.590161 loss_giou_aux_dn: 2.048386 loss: 14.188050 eta: 41 days, 19:55:03 batch_cost: 1.1029 data_cost: 0.0014 ips: 7.2534 images/s
[08/11 19:54:03] ppdet.engine INFO: Epoch: [11] [34400/54024] learning_rate: 0.000100 loss_class: 0.686603 loss_bbox: 0.106181 loss_giou: 0.476334 loss_class_aux: 4.237654 loss_bbox_aux: 0.687038 loss_giou_aux: 2.959540 loss_class_dn: 0.324295 loss_bbox_dn: 0.097919 loss_giou_dn: 0.348708 loss_class_aux_dn: 1.780661 loss_bbox_aux_dn: 0.621651 loss_giou_aux_dn: 2.038716 loss: 14.266990 eta: 41 days, 19:52:24 batch_cost: 1.0639 data_cost: 0.0014 ips: 7.5192 images/s
[08/11 19:55:58] ppdet.engine INFO: Epoch: [11] [34500/54024] learning_rate: 0.000100 loss_class: 0.689466 loss_bbox: 0.107392 loss_giou: 0.467771 loss_class_aux: 4.186488 loss_bbox_aux: 0.680412 loss_giou_aux: 2.976174 loss_class_dn: 0.342671 loss_bbox_dn: 0.103978 loss_giou_dn: 0.354099 loss_class_aux_dn: 1.852341 loss_bbox_aux_dn: 0.628494 loss_giou_aux_dn: 2.058760 loss: 14.661202 eta: 41 days, 19:50:24 batch_cost: 1.0989 data_cost: 0.0014 ips: 7.2801 images/s
[08/11 19:57:50] ppdet.engine INFO: Epoch: [11] [34600/54024] learning_rate: 0.000100 loss_class: 0.698273 loss_bbox: 0.104081 loss_giou: 0.473541 loss_class_aux: 4.369785 loss_bbox_aux: 0.683294 loss_giou_aux: 2.992566 loss_class_dn: 0.341485 loss_bbox_dn: 0.101801 loss_giou_dn: 0.376041 loss_class_aux_dn: 1.835424 loss_bbox_aux_dn: 0.637408 loss_giou_aux_dn: 2.139315 loss: 14.747066 eta: 41 days, 19:47:51 batch_cost: 1.0695 data_cost: 0.0013 ips: 7.4804 images/s
[08/11 19:59:43] ppdet.engine INFO: Epoch: [11] [34700/54024] learning_rate: 0.000100 loss_class: 0.677925 loss_bbox: 0.105256 loss_giou: 0.464179 loss_class_aux: 4.205804 loss_bbox_aux: 0.695100 loss_giou_aux: 2.884416 loss_class_dn: 0.337135 loss_bbox_dn: 0.098205 loss_giou_dn: 0.350851 loss_class_aux_dn: 1.821001 loss_bbox_aux_dn: 0.610147 loss_giou_aux_dn: 2.011841 loss: 14.559571 eta: 41 days, 19:45:28 batch_cost: 1.0775 data_cost: 0.0013 ips: 7.4246 images/s
[08/11 20:01:42] ppdet.engine INFO: Epoch: [11] [34800/54024] learning_rate: 0.000100 loss_class: 0.671675 loss_bbox: 0.109180 loss_giou: 0.494212 loss_class_aux: 4.193259 loss_bbox_aux: 0.723125 loss_giou_aux: 3.112734 loss_class_dn: 0.346142 loss_bbox_dn: 0.091711 loss_giou_dn: 0.372033 loss_class_aux_dn: 1.884705 loss_bbox_aux_dn: 0.578349 loss_giou_aux_dn: 2.134510 loss: 14.752092 eta: 41 days, 19:44:08 batch_cost: 1.1373 data_cost: 0.0014 ips: 7.0342 images/s
[08/11 20:03:39] ppdet.engine INFO: Epoch: [11] [34900/54024] learning_rate: 0.000100 loss_class: 0.726545 loss_bbox: 0.104211 loss_giou: 0.494011 loss_class_aux: 4.472034 loss_bbox_aux: 0.707871 loss_giou_aux: 3.105245 loss_class_dn: 0.351555 loss_bbox_dn: 0.098157 loss_giou_dn: 0.376942 loss_class_aux_dn: 1.883830 loss_bbox_aux_dn: 0.627036 loss_giou_aux_dn: 2.154113 loss: 15.407630 eta: 41 days, 19:42:29 batch_cost: 1.1197 data_cost: 0.0013 ips: 7.1445 images/s
[08/11 20:05:36] ppdet.engine INFO: Epoch: [11] [35000/54024] learning_rate: 0.000100 loss_class: 0.710741 loss_bbox: 0.106957 loss_giou: 0.485884 loss_class_aux: 4.384471 loss_bbox_aux: 0.686045 loss_giou_aux: 3.044072 loss_class_dn: 0.346169 loss_bbox_dn: 0.096148 loss_giou_dn: 0.381058 loss_class_aux_dn: 1.838312 loss_bbox_aux_dn: 0.607351 loss_giou_aux_dn: 2.152928 loss: 14.577099 eta: 41 days, 19:40:47 batch_cost: 1.1161 data_cost: 0.0013 ips: 7.1679 images/s
[08/11 20:07:30] ppdet.engine INFO: Epoch: [11] [35100/54024] learning_rate: 0.000100 loss_class: 0.686169 loss_bbox: 0.107760 loss_giou: 0.440423 loss_class_aux: 4.190837 loss_bbox_aux: 0.690621 loss_giou_aux: 2.735238 loss_class_dn: 0.316559 loss_bbox_dn: 0.098728 loss_giou_dn: 0.355214 loss_class_aux_dn: 1.756256 loss_bbox_aux_dn: 0.645489 loss_giou_aux_dn: 2.013536 loss: 14.292578 eta: 41 days, 19:38:37 batch_cost: 1.0897 data_cost: 0.0013 ips: 7.3413 images/s
[08/11 20:09:21] ppdet.engine INFO: Epoch: [11] [35200/54024] learning_rate: 0.000100 loss_class: 0.691284 loss_bbox: 0.100856 loss_giou: 0.452422 loss_class_aux: 4.281702 loss_bbox_aux: 0.669044 loss_giou_aux: 2.808801 loss_class_dn: 0.339405 loss_bbox_dn: 0.092577 loss_giou_dn: 0.354204 loss_class_aux_dn: 1.872705 loss_bbox_aux_dn: 0.579589 loss_giou_aux_dn: 2.033965 loss: 14.819094 eta: 41 days, 19:35:59 batch_cost: 1.0646 data_cost: 0.0013 ips: 7.5148 images/s
[08/11 20:11:14] ppdet.engine INFO: Epoch: [11] [35300/54024] learning_rate: 0.000100 loss_class: 0.664668 loss_bbox: 0.107995 loss_giou: 0.473175 loss_class_aux: 4.199842 loss_bbox_aux: 0.692550 loss_giou_aux: 2.963372 loss_class_dn: 0.325098 loss_bbox_dn: 0.103199 loss_giou_dn: 0.360134 loss_class_aux_dn: 1.776211 loss_bbox_aux_dn: 0.655313 loss_giou_aux_dn: 2.028822 loss: 14.214220 eta: 41 days, 19:33:33 batch_cost: 1.0752 data_cost: 0.0013 ips: 7.4403 images/s
[08/11 20:13:12] ppdet.engine INFO: Epoch: [11] [35400/54024] learning_rate: 0.000100 loss_class: 0.671622 loss_bbox: 0.106772 loss_giou: 0.450689 loss_class_aux: 4.167360 loss_bbox_aux: 0.692699 loss_giou_aux: 2.810485 loss_class_dn: 0.319808 loss_bbox_dn: 0.093168 loss_giou_dn: 0.339365 loss_class_aux_dn: 1.764908 loss_bbox_aux_dn: 0.590973 loss_giou_aux_dn: 1.931295 loss: 14.166265 eta: 41 days, 19:31:51 batch_cost: 1.1162 data_cost: 0.0015 ips: 7.1669 images/s
[08/11 20:15:05] ppdet.engine INFO: Epoch: [11] [35500/54024] learning_rate: 0.000100 loss_class: 0.670667 loss_bbox: 0.105701 loss_giou: 0.459877 loss_class_aux: 4.219746 loss_bbox_aux: 0.689057 loss_giou_aux: 2.852613 loss_class_dn: 0.322491 loss_bbox_dn: 0.095938 loss_giou_dn: 0.354417 loss_class_aux_dn: 1.756036 loss_bbox_aux_dn: 0.622654 loss_giou_aux_dn: 2.061437 loss: 14.420036 eta: 41 days, 19:29:27 batch_cost: 1.0773 data_cost: 0.0014 ips: 7.4261 images/s
[08/11 20:17:02] ppdet.engine INFO: Epoch: [11] [35600/54024] learning_rate: 0.000100 loss_class: 0.655543 loss_bbox: 0.100617 loss_giou: 0.439505 loss_class_aux: 4.098430 loss_bbox_aux: 0.668416 loss_giou_aux: 2.720744 loss_class_dn: 0.320222 loss_bbox_dn: 0.092949 loss_giou_dn: 0.351107 loss_class_aux_dn: 1.728364 loss_bbox_aux_dn: 0.591226 loss_giou_aux_dn: 2.028729 loss: 14.256308 eta: 41 days, 19:27:56 batch_cost: 1.1268 data_cost: 0.0013 ips: 7.0999 images/s
[08/11 20:19:00] ppdet.engine INFO: Epoch: [11] [35700/54024] learning_rate: 0.000100 loss_class: 0.683653 loss_bbox: 0.110423 loss_giou: 0.470617 loss_class_aux: 4.220790 loss_bbox_aux: 0.708278 loss_giou_aux: 2.942192 loss_class_dn: 0.337898 loss_bbox_dn: 0.098999 loss_giou_dn: 0.367264 loss_class_aux_dn: 1.826363 loss_bbox_aux_dn: 0.633037 loss_giou_aux_dn: 2.112167 loss: 14.837134 eta: 41 days, 19:26:28 batch_cost: 1.1296 data_cost: 0.0013 ips: 7.0822 images/s
[08/11 20:20:57] ppdet.engine INFO: Epoch: [11] [35800/54024] learning_rate: 0.000100 loss_class: 0.684975 loss_bbox: 0.097946 loss_giou: 0.473107 loss_class_aux: 4.220726 loss_bbox_aux: 0.638401 loss_giou_aux: 2.941520 loss_class_dn: 0.330098 loss_bbox_dn: 0.091705 loss_giou_dn: 0.365429 loss_class_aux_dn: 1.776778 loss_bbox_aux_dn: 0.566817 loss_giou_aux_dn: 2.116619 loss: 14.293118 eta: 41 days, 19:24:43 batch_cost: 1.1135 data_cost: 0.0013 ips: 7.1844 images/s
[08/11 20:22:50] ppdet.engine INFO: Epoch: [11] [35900/54024] learning_rate: 0.000100 loss_class: 0.658625 loss_bbox: 0.101966 loss_giou: 0.472517 loss_class_aux: 4.157024 loss_bbox_aux: 0.676107 loss_giou_aux: 2.913218 loss_class_dn: 0.331073 loss_bbox_dn: 0.094565 loss_giou_dn: 0.353301 loss_class_aux_dn: 1.796016 loss_bbox_aux_dn: 0.610248 loss_giou_aux_dn: 2.041739 loss: 14.727755 eta: 41 days, 19:22:18 batch_cost: 1.0761 data_cost: 0.0014 ips: 7.4340 images/s
[08/11 20:24:47] ppdet.engine INFO: Epoch: [11] [36000/54024] learning_rate: 0.000100 loss_class: 0.669266 loss_bbox: 0.103045 loss_giou: 0.485170 loss_class_aux: 4.143052 loss_bbox_aux: 0.677277 loss_giou_aux: 2.964141 loss_class_dn: 0.328134 loss_bbox_dn: 0.103740 loss_giou_dn: 0.366621 loss_class_aux_dn: 1.777220 loss_bbox_aux_dn: 0.641590 loss_giou_aux_dn: 2.059106 loss: 14.476121 eta: 41 days, 19:20:39 batch_cost: 1.1194 data_cost: 0.0013 ips: 7.1466 images/s
[08/11 20:26:40] ppdet.engine INFO: Epoch: [11] [36100/54024] learning_rate: 0.000100 loss_class: 0.644822 loss_bbox: 0.101080 loss_giou: 0.453556 loss_class_aux: 4.048083 loss_bbox_aux: 0.659824 loss_giou_aux: 2.850015 loss_class_dn: 0.324460 loss_bbox_dn: 0.087591 loss_giou_dn: 0.345489 loss_class_aux_dn: 1.738593 loss_bbox_aux_dn: 0.549040 loss_giou_aux_dn: 1.960878 loss: 13.810865 eta: 41 days, 19:18:19 batch_cost: 1.0803 data_cost: 0.0014 ips: 7.4054 images/s
[08/11 20:28:33] ppdet.engine INFO: Epoch: [11] [36200/54024] learning_rate: 0.000100 loss_class: 0.709284 loss_bbox: 0.108667 loss_giou: 0.507408 loss_class_aux: 4.380379 loss_bbox_aux: 0.709553 loss_giou_aux: 3.143622 loss_class_dn: 0.350928 loss_bbox_dn: 0.099977 loss_giou_dn: 0.369671 loss_class_aux_dn: 1.884839 loss_bbox_aux_dn: 0.618095 loss_giou_aux_dn: 2.140759 loss: 14.943535 eta: 41 days, 19:15:55 batch_cost: 1.0774 data_cost: 0.0021 ips: 7.4251 images/s
[08/11 20:30:34] ppdet.engine INFO: Epoch: [11] [36300/54024] learning_rate: 0.000100 loss_class: 0.695380 loss_bbox: 0.111882 loss_giou: 0.497507 loss_class_aux: 4.297788 loss_bbox_aux: 0.736190 loss_giou_aux: 3.116344 loss_class_dn: 0.341340 loss_bbox_dn: 0.102745 loss_giou_dn: 0.381919 loss_class_aux_dn: 1.841107 loss_bbox_aux_dn: 0.640033 loss_giou_aux_dn: 2.156302 loss: 14.975961 eta: 41 days, 19:14:57 batch_cost: 1.1575 data_cost: 0.0013 ips: 6.9117 images/s
[08/11 20:32:34] ppdet.engine INFO: Epoch: [11] [36400/54024] learning_rate: 0.000100 loss_class: 0.677679 loss_bbox: 0.110945 loss_giou: 0.444399 loss_class_aux: 4.244339 loss_bbox_aux: 0.710378 loss_giou_aux: 2.711255 loss_class_dn: 0.347117 loss_bbox_dn: 0.108266 loss_giou_dn: 0.365996 loss_class_aux_dn: 1.886869 loss_bbox_aux_dn: 0.691573 loss_giou_aux_dn: 2.120650 loss: 14.852754 eta: 41 days, 19:13:52 batch_cost: 1.1510 data_cost: 0.0222 ips: 6.9504 images/s
[08/11 20:34:25] ppdet.engine INFO: Epoch: [11] [36500/54024] learning_rate: 0.000100 loss_class: 0.636472 loss_bbox: 0.107113 loss_giou: 0.462944 loss_class_aux: 3.935344 loss_bbox_aux: 0.681600 loss_giou_aux: 2.893033 loss_class_dn: 0.316772 loss_bbox_dn: 0.097877 loss_giou_dn: 0.356825 loss_class_aux_dn: 1.725289 loss_bbox_aux_dn: 0.595631 loss_giou_aux_dn: 1.995891 loss: 13.777318 eta: 41 days, 19:11:09 batch_cost: 1.0594 data_cost: 0.0014 ips: 7.5513 images/s
[08/11 20:36:18] ppdet.engine INFO: Epoch: [11] [36600/54024] learning_rate: 0.000100 loss_class: 0.652949 loss_bbox: 0.104458 loss_giou: 0.457426 loss_class_aux: 4.089865 loss_bbox_aux: 0.685777 loss_giou_aux: 2.875883 loss_class_dn: 0.332318 loss_bbox_dn: 0.094173 loss_giou_dn: 0.358145 loss_class_aux_dn: 1.796452 loss_bbox_aux_dn: 0.605783 loss_giou_aux_dn: 2.064179 loss: 14.760019 eta: 41 days, 19:08:55 batch_cost: 1.0865 data_cost: 0.0013 ips: 7.3630 images/s
[08/11 20:38:15] ppdet.engine INFO: Epoch: [11] [36700/54024] learning_rate: 0.000100 loss_class: 0.668854 loss_bbox: 0.105870 loss_giou: 0.521014 loss_class_aux: 4.173571 loss_bbox_aux: 0.672824 loss_giou_aux: 3.246676 loss_class_dn: 0.351378 loss_bbox_dn: 0.095111 loss_giou_dn: 0.385194 loss_class_aux_dn: 1.859010 loss_bbox_aux_dn: 0.601601 loss_giou_aux_dn: 2.221978 loss: 15.113184 eta: 41 days, 19:07:08 batch_cost: 1.1113 data_cost: 0.0014 ips: 7.1986 images/s
[08/11 20:40:07] ppdet.engine INFO: Epoch: [11] [36800/54024] learning_rate: 0.000100 loss_class: 0.706188 loss_bbox: 0.099194 loss_giou: 0.454542 loss_class_aux: 4.381174 loss_bbox_aux: 0.636346 loss_giou_aux: 2.810929 loss_class_dn: 0.330073 loss_bbox_dn: 0.092323 loss_giou_dn: 0.350542 loss_class_aux_dn: 1.830153 loss_bbox_aux_dn: 0.571255 loss_giou_aux_dn: 2.032856 loss: 14.339699 eta: 41 days, 19:04:40 batch_cost: 1.0732 data_cost: 0.0013 ips: 7.4546 images/s
[08/11 20:42:01] ppdet.engine INFO: Epoch: [11] [36900/54024] learning_rate: 0.000100 loss_class: 0.702610 loss_bbox: 0.108446 loss_giou: 0.482114 loss_class_aux: 4.381149 loss_bbox_aux: 0.704107 loss_giou_aux: 2.990543 loss_class_dn: 0.341314 loss_bbox_dn: 0.102227 loss_giou_dn: 0.370813 loss_class_aux_dn: 1.828707 loss_bbox_aux_dn: 0.630722 loss_giou_aux_dn: 2.110917 loss: 14.482555 eta: 41 days, 19:02:22 batch_cost: 1.0829 data_cost: 0.0205 ips: 7.3874 images/s
[08/11 20:43:52] ppdet.engine INFO: Epoch: [11] [37000/54024] learning_rate: 0.000100 loss_class: 0.653498 loss_bbox: 0.102874 loss_giou: 0.495747 loss_class_aux: 4.147223 loss_bbox_aux: 0.660840 loss_giou_aux: 3.132071 loss_class_dn: 0.333087 loss_bbox_dn: 0.093073 loss_giou_dn: 0.370981 loss_class_aux_dn: 1.787508 loss_bbox_aux_dn: 0.568819 loss_giou_aux_dn: 2.141403 loss: 14.567837 eta: 41 days, 18:59:42 batch_cost: 1.0618 data_cost: 0.0322 ips: 7.5343 images/s
[08/11 20:45:45] ppdet.engine INFO: Epoch: [11] [37100/54024] learning_rate: 0.000100 loss_class: 0.713412 loss_bbox: 0.105542 loss_giou: 0.452382 loss_class_aux: 4.459394 loss_bbox_aux: 0.660269 loss_giou_aux: 2.825182 loss_class_dn: 0.336268 loss_bbox_dn: 0.094140 loss_giou_dn: 0.350291 loss_class_aux_dn: 1.870300 loss_bbox_aux_dn: 0.591151 loss_giou_aux_dn: 1.992894 loss: 14.344407 eta: 41 days, 18:57:19 batch_cost: 1.0778 data_cost: 0.0013 ips: 7.4226 images/s
[08/11 20:47:37] ppdet.engine INFO: Epoch: [11] [37200/54024] learning_rate: 0.000100 loss_class: 0.709685 loss_bbox: 0.109591 loss_giou: 0.522962 loss_class_aux: 4.432912 loss_bbox_aux: 0.716368 loss_giou_aux: 3.227300 loss_class_dn: 0.364607 loss_bbox_dn: 0.097153 loss_giou_dn: 0.398617 loss_class_aux_dn: 1.928899 loss_bbox_aux_dn: 0.610755 loss_giou_aux_dn: 2.261466 loss: 15.697857 eta: 41 days, 18:54:48 batch_cost: 1.0704 data_cost: 0.0089 ips: 7.4736 images/s
[08/11 20:49:27] ppdet.engine INFO: Epoch: [11] [37300/54024] learning_rate: 0.000100 loss_class: 0.684251 loss_bbox: 0.100848 loss_giou: 0.480400 loss_class_aux: 4.227136 loss_bbox_aux: 0.665009 loss_giou_aux: 2.973266 loss_class_dn: 0.330361 loss_bbox_dn: 0.091729 loss_giou_dn: 0.341040 loss_class_aux_dn: 1.797858 loss_bbox_aux_dn: 0.562280 loss_giou_aux_dn: 1.959226 loss: 14.281884 eta: 41 days, 18:51:56 batch_cost: 1.0502 data_cost: 0.0021 ips: 7.6174 images/s
[08/11 20:51:20] ppdet.engine INFO: Epoch: [11] [37400/54024] learning_rate: 0.000100 loss_class: 0.668029 loss_bbox: 0.100647 loss_giou: 0.482770 loss_class_aux: 4.155502 loss_bbox_aux: 0.660850 loss_giou_aux: 3.003444 loss_class_dn: 0.331651 loss_bbox_dn: 0.098172 loss_giou_dn: 0.366444 loss_class_aux_dn: 1.796426 loss_bbox_aux_dn: 0.606925 loss_giou_aux_dn: 2.124047 loss: 14.406160 eta: 41 days, 18:49:35 batch_cost: 1.0798 data_cost: 0.0013 ips: 7.4091 images/s
[08/11 20:53:09] ppdet.engine INFO: Epoch: [11] [37500/54024] learning_rate: 0.000100 loss_class: 0.657067 loss_bbox: 0.107219 loss_giou: 0.502214 loss_class_aux: 4.070158 loss_bbox_aux: 0.683947 loss_giou_aux: 3.122877 loss_class_dn: 0.353160 loss_bbox_dn: 0.096190 loss_giou_dn: 0.377460 loss_class_aux_dn: 1.858781 loss_bbox_aux_dn: 0.592108 loss_giou_aux_dn: 2.176838 loss: 14.744861 eta: 41 days, 18:46:34 batch_cost: 1.0411 data_cost: 0.0015 ips: 7.6845 images/s
[08/11 20:55:09] ppdet.engine INFO: Epoch: [11] [37600/54024] learning_rate: 0.000100 loss_class: 0.688570 loss_bbox: 0.106808 loss_giou: 0.470570 loss_class_aux: 4.240852 loss_bbox_aux: 0.695143 loss_giou_aux: 2.987014 loss_class_dn: 0.333886 loss_bbox_dn: 0.096535 loss_giou_dn: 0.349614 loss_class_aux_dn: 1.828505 loss_bbox_aux_dn: 0.599036 loss_giou_aux_dn: 1.993284 loss: 14.289349 eta: 41 days, 18:45:31 batch_cost: 1.1536 data_cost: 0.0013 ips: 6.9347 images/s
[08/11 20:57:01] ppdet.engine INFO: Epoch: [11] [37700/54024] learning_rate: 0.000100 loss_class: 0.674816 loss_bbox: 0.103734 loss_giou: 0.460815 loss_class_aux: 4.197313 loss_bbox_aux: 0.674325 loss_giou_aux: 2.844134 loss_class_dn: 0.332048 loss_bbox_dn: 0.096865 loss_giou_dn: 0.354952 loss_class_aux_dn: 1.780143 loss_bbox_aux_dn: 0.584012 loss_giou_aux_dn: 2.035114 loss: 14.534929 eta: 41 days, 18:43:00 batch_cost: 1.0702 data_cost: 0.0014 ips: 7.4754 images/s
[08/11 20:58:54] ppdet.engine INFO: Epoch: [11] [37800/54024] learning_rate: 0.000100 loss_class: 0.694945 loss_bbox: 0.110244 loss_giou: 0.469992 loss_class_aux: 4.274083 loss_bbox_aux: 0.726992 loss_giou_aux: 2.918922 loss_class_dn: 0.342387 loss_bbox_dn: 0.099716 loss_giou_dn: 0.352091 loss_class_aux_dn: 1.854090 loss_bbox_aux_dn: 0.615810 loss_giou_aux_dn: 2.059700 loss: 14.747366 eta: 41 days, 18:40:31 batch_cost: 1.0720 data_cost: 0.0013 ips: 7.4630 images/s
[08/11 21:00:58] ppdet.engine INFO: Epoch: [11] [37900/54024] learning_rate: 0.000100 loss_class: 0.718283 loss_bbox: 0.107417 loss_giou: 0.467133 loss_class_aux: 4.407986 loss_bbox_aux: 0.676099 loss_giou_aux: 2.949119 loss_class_dn: 0.351690 loss_bbox_dn: 0.098216 loss_giou_dn: 0.368044 loss_class_aux_dn: 1.901131 loss_bbox_aux_dn: 0.613073 loss_giou_aux_dn: 2.118078 loss: 15.208527 eta: 41 days, 18:40:13 batch_cost: 1.1952 data_cost: 0.0227 ips: 6.6937 images/s
[08/11 21:03:03] ppdet.engine INFO: Epoch: [11] [38000/54024] learning_rate: 0.000100 loss_class: 0.683619 loss_bbox: 0.104451 loss_giou: 0.439436 loss_class_aux: 4.299968 loss_bbox_aux: 0.657781 loss_giou_aux: 2.721712 loss_class_dn: 0.322908 loss_bbox_dn: 0.092122 loss_giou_dn: 0.336425 loss_class_aux_dn: 1.772511 loss_bbox_aux_dn: 0.575234 loss_giou_aux_dn: 1.966301 loss: 14.195470 eta: 41 days, 18:39:53 batch_cost: 1.1939 data_cost: 0.0040 ips: 6.7006 images/s
[08/11 21:04:59] ppdet.engine INFO: Epoch: [11] [38100/54024] learning_rate: 0.000100 loss_class: 0.692950 loss_bbox: 0.105468 loss_giou: 0.492455 loss_class_aux: 4.333055 loss_bbox_aux: 0.681499 loss_giou_aux: 3.055973 loss_class_dn: 0.351993 loss_bbox_dn: 0.099183 loss_giou_dn: 0.396093 loss_class_aux_dn: 1.927979 loss_bbox_aux_dn: 0.600624 loss_giou_aux_dn: 2.274979 loss: 15.318697 eta: 41 days, 18:38:02 batch_cost: 1.1088 data_cost: 0.0013 ips: 7.2152 images/s
[08/11 21:06:55] ppdet.engine INFO: Epoch: [11] [38200/54024] learning_rate: 0.000100 loss_class: 0.705377 loss_bbox: 0.110682 loss_giou: 0.486008 loss_class_aux: 4.413429 loss_bbox_aux: 0.709331 loss_giou_aux: 3.118039 loss_class_dn: 0.354497 loss_bbox_dn: 0.092394 loss_giou_dn: 0.372217 loss_class_aux_dn: 1.919589 loss_bbox_aux_dn: 0.583084 loss_giou_aux_dn: 2.094260 loss: 15.275201 eta: 41 days, 18:36:11 batch_cost: 1.1078 data_cost: 0.0013 ips: 7.2215 images/s
[08/11 21:08:52] ppdet.engine INFO: Epoch: [11] [38300/54024] learning_rate: 0.000100 loss_class: 0.689582 loss_bbox: 0.107606 loss_giou: 0.531972 loss_class_aux: 4.233134 loss_bbox_aux: 0.708491 loss_giou_aux: 3.291886 loss_class_dn: 0.343787 loss_bbox_dn: 0.094839 loss_giou_dn: 0.381788 loss_class_aux_dn: 1.882619 loss_bbox_aux_dn: 0.590968 loss_giou_aux_dn: 2.220012 loss: 15.126250 eta: 41 days, 18:34:38 batch_cost: 1.1245 data_cost: 0.0013 ips: 7.1140 images/s
[08/11 21:10:46] ppdet.engine INFO: Epoch: [11] [38400/54024] learning_rate: 0.000100 loss_class: 0.651754 loss_bbox: 0.101916 loss_giou: 0.448317 loss_class_aux: 4.016136 loss_bbox_aux: 0.658235 loss_giou_aux: 2.784431 loss_class_dn: 0.322531 loss_bbox_dn: 0.088644 loss_giou_dn: 0.354076 loss_class_aux_dn: 1.760685 loss_bbox_aux_dn: 0.556148 loss_giou_aux_dn: 2.008159 loss: 14.158420 eta: 41 days, 18:32:19 batch_cost: 1.0820 data_cost: 0.0013 ips: 7.3936 images/s
[08/11 21:12:39] ppdet.engine INFO: Epoch: [11] [38500/54024] learning_rate: 0.000100 loss_class: 0.698951 loss_bbox: 0.111304 loss_giou: 0.504839 loss_class_aux: 4.303138 loss_bbox_aux: 0.740481 loss_giou_aux: 3.090454 loss_class_dn: 0.353013 loss_bbox_dn: 0.097790 loss_giou_dn: 0.370016 loss_class_aux_dn: 1.914735 loss_bbox_aux_dn: 0.617363 loss_giou_aux_dn: 2.125782 loss: 15.431830 eta: 41 days, 18:29:56 batch_cost: 1.0773 data_cost: 0.0013 ips: 7.4259 images/s
[08/11 21:14:34] ppdet.engine INFO: Epoch: [11] [38600/54024] learning_rate: 0.000100 loss_class: 0.688912 loss_bbox: 0.114756 loss_giou: 0.513757 loss_class_aux: 4.219563 loss_bbox_aux: 0.756317 loss_giou_aux: 3.220883 loss_class_dn: 0.339432 loss_bbox_dn: 0.095290 loss_giou_dn: 0.380171 loss_class_aux_dn: 1.836057 loss_bbox_aux_dn: 0.598796 loss_giou_aux_dn: 2.212834 loss: 15.274764 eta: 41 days, 18:27:52 batch_cost: 1.0958 data_cost: 0.0013 ips: 7.3007 images/s
[08/11 21:16:26] ppdet.engine INFO: Epoch: [11] [38700/54024] learning_rate: 0.000100 loss_class: 0.682535 loss_bbox: 0.105360 loss_giou: 0.486466 loss_class_aux: 4.214732 loss_bbox_aux: 0.683382 loss_giou_aux: 3.014876 loss_class_dn: 0.344894 loss_bbox_dn: 0.095898 loss_giou_dn: 0.351012 loss_class_aux_dn: 1.847510 loss_bbox_aux_dn: 0.593167 loss_giou_aux_dn: 2.056338 loss: 15.097539 eta: 41 days, 18:25:19 batch_cost: 1.0673 data_cost: 0.0014 ips: 7.4958 images/s
[08/11 21:18:21] ppdet.engine INFO: Epoch: [11] [38800/54024] learning_rate: 0.000100 loss_class: 0.672844 loss_bbox: 0.105185 loss_giou: 0.479265 loss_class_aux: 4.152047 loss_bbox_aux: 0.694764 loss_giou_aux: 2.953475 loss_class_dn: 0.341923 loss_bbox_dn: 0.099847 loss_giou_dn: 0.362793 loss_class_aux_dn: 1.857972 loss_bbox_aux_dn: 0.609493 loss_giou_aux_dn: 2.086387 loss: 15.029732 eta: 41 days, 18:23:17 batch_cost: 1.0981 data_cost: 0.0013 ips: 7.2854 images/s
[08/11 21:20:17] ppdet.engine INFO: Epoch: [11] [38900/54024] learning_rate: 0.000100 loss_class: 0.690157 loss_bbox: 0.104099 loss_giou: 0.512975 loss_class_aux: 4.227306 loss_bbox_aux: 0.673646 loss_giou_aux: 3.182729 loss_class_dn: 0.345450 loss_bbox_dn: 0.093934 loss_giou_dn: 0.373478 loss_class_aux_dn: 1.842892 loss_bbox_aux_dn: 0.593121 loss_giou_aux_dn: 2.111137 loss: 14.798008 eta: 41 days, 18:21:28 batch_cost: 1.1098 data_cost: 0.0013 ips: 7.2086 images/s
[08/11 21:22:13] ppdet.engine INFO: Epoch: [11] [39000/54024] learning_rate: 0.000100 loss_class: 0.663961 loss_bbox: 0.108212 loss_giou: 0.477145 loss_class_aux: 4.140733 loss_bbox_aux: 0.686307 loss_giou_aux: 2.980180 loss_class_dn: 0.326813 loss_bbox_dn: 0.094486 loss_giou_dn: 0.354455 loss_class_aux_dn: 1.795662 loss_bbox_aux_dn: 0.593394 loss_giou_aux_dn: 2.019847 loss: 14.411467 eta: 41 days, 18:19:40 batch_cost: 1.1102 data_cost: 0.0021 ips: 7.2059 images/s
[08/11 21:24:09] ppdet.engine INFO: Epoch: [11] [39100/54024] learning_rate: 0.000100 loss_class: 0.671368 loss_bbox: 0.103650 loss_giou: 0.467125 loss_class_aux: 4.121128 loss_bbox_aux: 0.683759 loss_giou_aux: 2.934956 loss_class_dn: 0.344273 loss_bbox_dn: 0.102840 loss_giou_dn: 0.367377 loss_class_aux_dn: 1.842795 loss_bbox_aux_dn: 0.616490 loss_giou_aux_dn: 2.133368 loss: 14.830937 eta: 41 days, 18:17:43 batch_cost: 1.1029 data_cost: 0.0014 ips: 7.2539 images/s
[08/11 21:26:00] ppdet.engine INFO: Epoch: [11] [39200/54024] learning_rate: 0.000100 loss_class: 0.680978 loss_bbox: 0.109491 loss_giou: 0.468118 loss_class_aux: 4.187900 loss_bbox_aux: 0.696717 loss_giou_aux: 2.951844 loss_class_dn: 0.342121 loss_bbox_dn: 0.099211 loss_giou_dn: 0.362138 loss_class_aux_dn: 1.844658 loss_bbox_aux_dn: 0.649710 loss_giou_aux_dn: 2.056174 loss: 14.796851 eta: 41 days, 18:15:02 batch_cost: 1.0600 data_cost: 0.0013 ips: 7.5471 images/s
[08/11 21:27:52] ppdet.engine INFO: Epoch: [11] [39300/54024] learning_rate: 0.000100 loss_class: 0.704236 loss_bbox: 0.110149 loss_giou: 0.475606 loss_class_aux: 4.391647 loss_bbox_aux: 0.704869 loss_giou_aux: 2.948082 loss_class_dn: 0.344677 loss_bbox_dn: 0.098763 loss_giou_dn: 0.373569 loss_class_aux_dn: 1.851321 loss_bbox_aux_dn: 0.619689 loss_giou_aux_dn: 2.113632 loss: 15.085033 eta: 41 days, 18:12:36 batch_cost: 1.0745 data_cost: 0.0013 ips: 7.4452 images/s
[08/11 21:29:47] ppdet.engine INFO: Epoch: [11] [39400/54024] learning_rate: 0.000100 loss_class: 0.701032 loss_bbox: 0.108006 loss_giou: 0.480089 loss_class_aux: 4.325156 loss_bbox_aux: 0.703919 loss_giou_aux: 2.972448 loss_class_dn: 0.348754 loss_bbox_dn: 0.101354 loss_giou_dn: 0.375018 loss_class_aux_dn: 1.906992 loss_bbox_aux_dn: 0.623915 loss_giou_aux_dn: 2.155019 loss: 15.000873 eta: 41 days, 18:10:22 batch_cost: 1.0860 data_cost: 0.0013 ips: 7.3666 images/s
[08/11 21:31:39] ppdet.engine INFO: Epoch: [11] [39500/54024] learning_rate: 0.000100 loss_class: 0.668154 loss_bbox: 0.106070 loss_giou: 0.457794 loss_class_aux: 4.135012 loss_bbox_aux: 0.688206 loss_giou_aux: 2.878391 loss_class_dn: 0.341007 loss_bbox_dn: 0.097923 loss_giou_dn: 0.356956 loss_class_aux_dn: 1.839122 loss_bbox_aux_dn: 0.609421 loss_giou_aux_dn: 2.062132 loss: 14.566792 eta: 41 days, 18:07:59 batch_cost: 1.0780 data_cost: 0.0045 ips: 7.4213 images/s
[08/11 21:33:42] ppdet.engine INFO: Epoch: [11] [39600/54024] learning_rate: 0.000100 loss_class: 0.657358 loss_bbox: 0.100152 loss_giou: 0.431909 loss_class_aux: 4.036059 loss_bbox_aux: 0.646331 loss_giou_aux: 2.711156 loss_class_dn: 0.319269 loss_bbox_dn: 0.091578 loss_giou_dn: 0.320945 loss_class_aux_dn: 1.756373 loss_bbox_aux_dn: 0.548251 loss_giou_aux_dn: 1.860895 loss: 14.011550 eta: 41 days, 18:07:18 batch_cost: 1.1737 data_cost: 0.0013 ips: 6.8162 images/s
[08/11 21:35:41] ppdet.engine INFO: Epoch: [11] [39700/54024] learning_rate: 0.000100 loss_class: 0.695366 loss_bbox: 0.109870 loss_giou: 0.472167 loss_class_aux: 4.318854 loss_bbox_aux: 0.721233 loss_giou_aux: 3.036795 loss_class_dn: 0.340784 loss_bbox_dn: 0.099528 loss_giou_dn: 0.360905 loss_class_aux_dn: 1.868207 loss_bbox_aux_dn: 0.604522 loss_giou_aux_dn: 2.048942 loss: 14.699965 eta: 41 days, 18:06:01 batch_cost: 1.1406 data_cost: 0.0014 ips: 7.0141 images/s
[08/11 21:37:38] ppdet.engine INFO: Epoch: [11] [39800/54024] learning_rate: 0.000100 loss_class: 0.672631 loss_bbox: 0.100210 loss_giou: 0.452307 loss_class_aux: 4.237884 loss_bbox_aux: 0.656596 loss_giou_aux: 2.786325 loss_class_dn: 0.332783 loss_bbox_dn: 0.089944 loss_giou_dn: 0.330658 loss_class_aux_dn: 1.802338 loss_bbox_aux_dn: 0.568362 loss_giou_aux_dn: 1.931877 loss: 14.161803 eta: 41 days, 18:04:14 batch_cost: 1.1117 data_cost: 0.0013 ips: 7.1959 images/s
[08/11 21:39:30] ppdet.engine INFO: Epoch: [11] [39900/54024] learning_rate: 0.000100 loss_class: 0.655264 loss_bbox: 0.103252 loss_giou: 0.500106 loss_class_aux: 4.146298 loss_bbox_aux: 0.673973 loss_giou_aux: 3.102723 loss_class_dn: 0.325623 loss_bbox_dn: 0.089998 loss_giou_dn: 0.366661 loss_class_aux_dn: 1.729327 loss_bbox_aux_dn: 0.563358 loss_giou_aux_dn: 2.088116 loss: 14.031937 eta: 41 days, 18:01:41 batch_cost: 1.0674 data_cost: 0.0013 ips: 7.4951 images/s
[08/11 21:41:24] ppdet.engine INFO: Epoch: [11] [40000/54024] learning_rate: 0.000100 loss_class: 0.706807 loss_bbox: 0.100239 loss_giou: 0.499529 loss_class_aux: 4.387933 loss_bbox_aux: 0.640755 loss_giou_aux: 3.099933 loss_class_dn: 0.342491 loss_bbox_dn: 0.089821 loss_giou_dn: 0.388756 loss_class_aux_dn: 1.819296 loss_bbox_aux_dn: 0.567749 loss_giou_aux_dn: 2.204266 loss: 15.012391 eta: 41 days, 17:59:23 batch_cost: 1.0822 data_cost: 0.0013 ips: 7.3920 images/s
[08/11 21:43:15] ppdet.engine INFO: Epoch: [11] [40100/54024] learning_rate: 0.000100 loss_class: 0.698648 loss_bbox: 0.109625 loss_giou: 0.453344 loss_class_aux: 4.270002 loss_bbox_aux: 0.713718 loss_giou_aux: 2.841971 loss_class_dn: 0.345348 loss_bbox_dn: 0.107115 loss_giou_dn: 0.361473 loss_class_aux_dn: 1.868931 loss_bbox_aux_dn: 0.648182 loss_giou_aux_dn: 2.068511 loss: 14.715213 eta: 41 days, 17:56:45 batch_cost: 1.0637 data_cost: 0.0013 ips: 7.5207 images/s
[08/11 21:45:19] ppdet.engine INFO: Epoch: [11] [40200/54024] learning_rate: 0.000100 loss_class: 0.657001 loss_bbox: 0.104338 loss_giou: 0.475267 loss_class_aux: 4.117771 loss_bbox_aux: 0.677902 loss_giou_aux: 2.945223 loss_class_dn: 0.326122 loss_bbox_dn: 0.090413 loss_giou_dn: 0.351077 loss_class_aux_dn: 1.741588 loss_bbox_aux_dn: 0.567744 loss_giou_aux_dn: 2.038347 loss: 14.738791 eta: 41 days, 17:56:26 batch_cost: 1.1953 data_cost: 0.0013 ips: 6.6930 images/s
[08/11 21:47:13] ppdet.engine INFO: Epoch: [11] [40300/54024] learning_rate: 0.000100 loss_class: 0.726856 loss_bbox: 0.105548 loss_giou: 0.480364 loss_class_aux: 4.509224 loss_bbox_aux: 0.687003 loss_giou_aux: 3.056899 loss_class_dn: 0.361557 loss_bbox_dn: 0.095735 loss_giou_dn: 0.375888 loss_class_aux_dn: 1.964888 loss_bbox_aux_dn: 0.588535 loss_giou_aux_dn: 2.178625 loss: 15.784926 eta: 41 days, 17:54:10 batch_cost: 1.0842 data_cost: 0.0013 ips: 7.3787 images/s
[08/11 21:49:05] ppdet.engine INFO: Epoch: [11] [40400/54024] learning_rate: 0.000100 loss_class: 0.676856 loss_bbox: 0.103944 loss_giou: 0.487456 loss_class_aux: 4.251600 loss_bbox_aux: 0.675766 loss_giou_aux: 2.988309 loss_class_dn: 0.343272 loss_bbox_dn: 0.094230 loss_giou_dn: 0.359197 loss_class_aux_dn: 1.845193 loss_bbox_aux_dn: 0.589697 loss_giou_aux_dn: 2.044974 loss: 14.611732 eta: 41 days, 17:51:42 batch_cost: 1.0718 data_cost: 0.0014 ips: 7.4638 images/s
[08/11 21:50:57] ppdet.engine INFO: Epoch: [11] [40500/54024] learning_rate: 0.000100 loss_class: 0.689796 loss_bbox: 0.105142 loss_giou: 0.481890 loss_class_aux: 4.211947 loss_bbox_aux: 0.683990 loss_giou_aux: 2.977732 loss_class_dn: 0.344477 loss_bbox_dn: 0.093047 loss_giou_dn: 0.362308 loss_class_aux_dn: 1.846195 loss_bbox_aux_dn: 0.596826 loss_giou_aux_dn: 2.070908 loss: 15.000060 eta: 41 days, 17:48:59 batch_cost: 1.0588 data_cost: 0.0013 ips: 7.5559 images/s
[08/11 21:53:00] ppdet.engine INFO: Epoch: [11] [40600/54024] learning_rate: 0.000100 loss_class: 0.717055 loss_bbox: 0.110003 loss_giou: 0.540800 loss_class_aux: 4.341558 loss_bbox_aux: 0.697917 loss_giou_aux: 3.328806 loss_class_dn: 0.359378 loss_bbox_dn: 0.087789 loss_giou_dn: 0.394767 loss_class_aux_dn: 1.953845 loss_bbox_aux_dn: 0.538516 loss_giou_aux_dn: 2.279298 loss: 16.050820 eta: 41 days, 17:48:16 batch_cost: 1.1731 data_cost: 0.0014 ips: 6.8198 images/s
[08/11 21:54:55] ppdet.engine INFO: Epoch: [11] [40700/54024] learning_rate: 0.000100 loss_class: 0.690000 loss_bbox: 0.103104 loss_giou: 0.459183 loss_class_aux: 4.352418 loss_bbox_aux: 0.678095 loss_giou_aux: 2.782649 loss_class_dn: 0.338413 loss_bbox_dn: 0.093376 loss_giou_dn: 0.341419 loss_class_aux_dn: 1.858706 loss_bbox_aux_dn: 0.599795 loss_giou_aux_dn: 1.982180 loss: 14.672478 eta: 41 days, 17:46:19 batch_cost: 1.1020 data_cost: 0.0013 ips: 7.2593 images/s
[08/11 21:56:44] ppdet.engine INFO: Epoch: [11] [40800/54024] learning_rate: 0.000100 loss_class: 0.671598 loss_bbox: 0.108254 loss_giou: 0.475419 loss_class_aux: 4.087951 loss_bbox_aux: 0.681709 loss_giou_aux: 2.967580 loss_class_dn: 0.344596 loss_bbox_dn: 0.102745 loss_giou_dn: 0.360201 loss_class_aux_dn: 1.878279 loss_bbox_aux_dn: 0.629279 loss_giou_aux_dn: 2.121563 loss: 14.522971 eta: 41 days, 17:43:15 batch_cost: 1.0373 data_cost: 0.0013 ips: 7.7120 images/s
[08/11 21:58:37] ppdet.engine INFO: Epoch: [11] [40900/54024] learning_rate: 0.000100 loss_class: 0.695986 loss_bbox: 0.104291 loss_giou: 0.482687 loss_class_aux: 4.364196 loss_bbox_aux: 0.707435 loss_giou_aux: 3.110077 loss_class_dn: 0.347071 loss_bbox_dn: 0.091666 loss_giou_dn: 0.384752 loss_class_aux_dn: 1.876890 loss_bbox_aux_dn: 0.576821 loss_giou_aux_dn: 2.221677 loss: 15.131276 eta: 41 days, 17:40:50 batch_cost: 1.0757 data_cost: 0.0290 ips: 7.4367 images/s
[08/11 22:00:31] ppdet.engine INFO: Epoch: [11] [41000/54024] learning_rate: 0.000100 loss_class: 0.675682 loss_bbox: 0.104857 loss_giou: 0.505482 loss_class_aux: 4.242126 loss_bbox_aux: 0.688716 loss_giou_aux: 3.123703 loss_class_dn: 0.337739 loss_bbox_dn: 0.101007 loss_giou_dn: 0.361693 loss_class_aux_dn: 1.806731 loss_bbox_aux_dn: 0.633309 loss_giou_aux_dn: 2.100414 loss: 14.813066 eta: 41 days, 17:38:43 batch_cost: 1.0927 data_cost: 0.0138 ips: 7.3213 images/s
[08/11 22:02:34] ppdet.engine INFO: Epoch: [11] [41100/54024] learning_rate: 0.000100 loss_class: 0.654937 loss_bbox: 0.104328 loss_giou: 0.475806 loss_class_aux: 4.073588 loss_bbox_aux: 0.674446 loss_giou_aux: 2.974394 loss_class_dn: 0.330164 loss_bbox_dn: 0.095459 loss_giou_dn: 0.360234 loss_class_aux_dn: 1.764449 loss_bbox_aux_dn: 0.585645 loss_giou_aux_dn: 2.062159 loss: 14.379215 eta: 41 days, 17:38:09 batch_cost: 1.1813 data_cost: 0.0780 ips: 6.7724 images/s
[08/11 22:04:26] ppdet.engine INFO: Epoch: [11] [41200/54024] learning_rate: 0.000100 loss_class: 0.684487 loss_bbox: 0.107827 loss_giou: 0.501411 loss_class_aux: 4.198643 loss_bbox_aux: 0.717120 loss_giou_aux: 3.149647 loss_class_dn: 0.339319 loss_bbox_dn: 0.096900 loss_giou_dn: 0.361531 loss_class_aux_dn: 1.818803 loss_bbox_aux_dn: 0.602067 loss_giou_aux_dn: 2.103239 loss: 15.002692 eta: 41 days, 17:35:33 batch_cost: 1.0651 data_cost: 0.0014 ips: 7.5113 images/s
[08/11 22:06:17] ppdet.engine INFO: Epoch: [11] [41300/54024] learning_rate: 0.000100 loss_class: 0.689581 loss_bbox: 0.108280 loss_giou: 0.492146 loss_class_aux: 4.237681 loss_bbox_aux: 0.690853 loss_giou_aux: 3.082458 loss_class_dn: 0.350539 loss_bbox_dn: 0.098539 loss_giou_dn: 0.372575 loss_class_aux_dn: 1.868793 loss_bbox_aux_dn: 0.592262 loss_giou_aux_dn: 2.112309 loss: 14.763415 eta: 41 days, 17:32:55 batch_cost: 1.0629 data_cost: 0.0013 ips: 7.5266 images/s
[08/11 22:08:16] ppdet.engine INFO: Epoch: [11] [41400/54024] learning_rate: 0.000100 loss_class: 0.661079 loss_bbox: 0.102972 loss_giou: 0.483502 loss_class_aux: 4.119495 loss_bbox_aux: 0.656180 loss_giou_aux: 2.987380 loss_class_dn: 0.338500 loss_bbox_dn: 0.097219 loss_giou_dn: 0.367773 loss_class_aux_dn: 1.810932 loss_bbox_aux_dn: 0.595962 loss_giou_aux_dn: 2.109254 loss: 14.894830 eta: 41 days, 17:31:34 batch_cost: 1.1364 data_cost: 0.0013 ips: 7.0396 images/s
[08/11 22:10:29] ppdet.engine INFO: Epoch: [11] [41500/54024] learning_rate: 0.000100 loss_class: 0.671048 loss_bbox: 0.112522 loss_giou: 0.471438 loss_class_aux: 4.212338 loss_bbox_aux: 0.703470 loss_giou_aux: 2.902863 loss_class_dn: 0.329734 loss_bbox_dn: 0.100999 loss_giou_dn: 0.358443 loss_class_aux_dn: 1.783331 loss_bbox_aux_dn: 0.628574 loss_giou_aux_dn: 2.052576 loss: 14.687740 eta: 41 days, 17:32:41 batch_cost: 1.2783 data_cost: 0.0013 ips: 6.2585 images/s
[08/11 22:12:37] ppdet.engine INFO: Epoch: [11] [41600/54024] learning_rate: 0.000100 loss_class: 0.687901 loss_bbox: 0.108486 loss_giou: 0.470929 loss_class_aux: 4.281449 loss_bbox_aux: 0.675659 loss_giou_aux: 2.941751 loss_class_dn: 0.336685 loss_bbox_dn: 0.093229 loss_giou_dn: 0.359249 loss_class_aux_dn: 1.855654 loss_bbox_aux_dn: 0.583178 loss_giou_aux_dn: 2.045766 loss: 14.570415 eta: 41 days, 17:32:50 batch_cost: 1.2227 data_cost: 0.0013 ips: 6.5429 images/s
[08/11 22:14:29] ppdet.engine INFO: Epoch: [11] [41700/54024] learning_rate: 0.000100 loss_class: 0.645764 loss_bbox: 0.111609 loss_giou: 0.509030 loss_class_aux: 4.095154 loss_bbox_aux: 0.724080 loss_giou_aux: 3.164280 loss_class_dn: 0.359976 loss_bbox_dn: 0.092162 loss_giou_dn: 0.410836 loss_class_aux_dn: 1.891662 loss_bbox_aux_dn: 0.558175 loss_giou_aux_dn: 2.334452 loss: 15.748124 eta: 41 days, 17:30:16 batch_cost: 1.0661 data_cost: 0.0014 ips: 7.5039 images/s
[08/11 22:16:28] ppdet.engine INFO: Epoch: [11] [41800/54024] learning_rate: 0.000100 loss_class: 0.683958 loss_bbox: 0.102841 loss_giou: 0.496176 loss_class_aux: 4.308158 loss_bbox_aux: 0.648107 loss_giou_aux: 3.070268 loss_class_dn: 0.340511 loss_bbox_dn: 0.089764 loss_giou_dn: 0.372415 loss_class_aux_dn: 1.825759 loss_bbox_aux_dn: 0.570258 loss_giou_aux_dn: 2.099114 loss: 14.969102 eta: 41 days, 17:28:59 batch_cost: 1.1408 data_cost: 0.0014 ips: 7.0124 images/s
[08/11 22:18:22] ppdet.engine INFO: Epoch: [11] [41900/54024] learning_rate: 0.000100 loss_class: 0.669826 loss_bbox: 0.104874 loss_giou: 0.488450 loss_class_aux: 4.276827 loss_bbox_aux: 0.675036 loss_giou_aux: 3.022734 loss_class_dn: 0.341646 loss_bbox_dn: 0.090088 loss_giou_dn: 0.355990 loss_class_aux_dn: 1.829701 loss_bbox_aux_dn: 0.553445 loss_giou_aux_dn: 2.045667 loss: 14.423826 eta: 41 days, 17:26:45 batch_cost: 1.0858 data_cost: 0.0013 ips: 7.3678 images/s
[08/11 22:20:15] ppdet.engine INFO: Epoch: [11] [42000/54024] learning_rate: 0.000100 loss_class: 0.684219 loss_bbox: 0.108160 loss_giou: 0.454717 loss_class_aux: 4.219848 loss_bbox_aux: 0.695930 loss_giou_aux: 2.846064 loss_class_dn: 0.354206 loss_bbox_dn: 0.094617 loss_giou_dn: 0.358160 loss_class_aux_dn: 1.912909 loss_bbox_aux_dn: 0.590639 loss_giou_aux_dn: 2.062662 loss: 15.250480 eta: 41 days, 17:24:23 batch_cost: 1.0786 data_cost: 0.0014 ips: 7.4167 images/s
[08/11 22:22:12] ppdet.engine INFO: Epoch: [11] [42100/54024] learning_rate: 0.000100 loss_class: 0.706375 loss_bbox: 0.110115 loss_giou: 0.493861 loss_class_aux: 4.386636 loss_bbox_aux: 0.727958 loss_giou_aux: 2.993795 loss_class_dn: 0.350895 loss_bbox_dn: 0.103058 loss_giou_dn: 0.390433 loss_class_aux_dn: 1.914097 loss_bbox_aux_dn: 0.653690 loss_giou_aux_dn: 2.205457 loss: 15.371489 eta: 41 days, 17:22:38 batch_cost: 1.1136 data_cost: 0.0013 ips: 7.1840 images/s
[08/11 22:24:07] ppdet.engine INFO: Epoch: [11] [42200/54024] learning_rate: 0.000100 loss_class: 0.690721 loss_bbox: 0.112039 loss_giou: 0.509301 loss_class_aux: 4.359936 loss_bbox_aux: 0.730432 loss_giou_aux: 3.151906 loss_class_dn: 0.358502 loss_bbox_dn: 0.101851 loss_giou_dn: 0.374047 loss_class_aux_dn: 1.926319 loss_bbox_aux_dn: 0.638491 loss_giou_aux_dn: 2.168551 loss: 15.180862 eta: 41 days, 17:20:43 batch_cost: 1.1033 data_cost: 0.0013 ips: 7.2512 images/s
[08/11 22:26:03] ppdet.engine INFO: Epoch: [11] [42300/54024] learning_rate: 0.000100 loss_class: 0.691691 loss_bbox: 0.103387 loss_giou: 0.475119 loss_class_aux: 4.352663 loss_bbox_aux: 0.652652 loss_giou_aux: 2.989412 loss_class_dn: 0.341555 loss_bbox_dn: 0.095828 loss_giou_dn: 0.368221 loss_class_aux_dn: 1.864724 loss_bbox_aux_dn: 0.612831 loss_giou_aux_dn: 2.101004 loss: 14.862832 eta: 41 days, 17:18:53 batch_cost: 1.1088 data_cost: 0.0014 ips: 7.2148 images/s
[08/11 22:27:56] ppdet.engine INFO: Epoch: [11] [42400/54024] learning_rate: 0.000100 loss_class: 0.672757 loss_bbox: 0.108849 loss_giou: 0.522405 loss_class_aux: 4.244505 loss_bbox_aux: 0.711258 loss_giou_aux: 3.253903 loss_class_dn: 0.349948 loss_bbox_dn: 0.091593 loss_giou_dn: 0.396233 loss_class_aux_dn: 1.897865 loss_bbox_aux_dn: 0.583489 loss_giou_aux_dn: 2.244464 loss: 15.507618 eta: 41 days, 17:16:27 batch_cost: 1.0745 data_cost: 0.0080 ips: 7.4457 images/s
[08/11 22:29:48] ppdet.engine INFO: Epoch: [11] [42500/54024] learning_rate: 0.000100 loss_class: 0.675744 loss_bbox: 0.102648 loss_giou: 0.467395 loss_class_aux: 4.140884 loss_bbox_aux: 0.670127 loss_giou_aux: 2.989787 loss_class_dn: 0.336968 loss_bbox_dn: 0.094865 loss_giou_dn: 0.366925 loss_class_aux_dn: 1.816793 loss_bbox_aux_dn: 0.601066 loss_giou_aux_dn: 2.081029 loss: 14.836206 eta: 41 days, 17:13:59 batch_cost: 1.0722 data_cost: 0.0013 ips: 7.4614 images/s
[08/11 22:31:48] ppdet.engine INFO: Epoch: [11] [42600/54024] learning_rate: 0.000100 loss_class: 0.704013 loss_bbox: 0.107277 loss_giou: 0.507268 loss_class_aux: 4.443088 loss_bbox_aux: 0.714769 loss_giou_aux: 3.171825 loss_class_dn: 0.340534 loss_bbox_dn: 0.099281 loss_giou_dn: 0.368158 loss_class_aux_dn: 1.881894 loss_bbox_aux_dn: 0.633098 loss_giou_aux_dn: 2.128179 loss: 15.113821 eta: 41 days, 17:12:52 batch_cost: 1.1502 data_cost: 0.0014 ips: 6.9555 images/s
[08/11 22:33:49] ppdet.engine INFO: Epoch: [11] [42700/54024] learning_rate: 0.000100 loss_class: 0.677129 loss_bbox: 0.103534 loss_giou: 0.492265 loss_class_aux: 4.266293 loss_bbox_aux: 0.694202 loss_giou_aux: 3.096435 loss_class_dn: 0.344507 loss_bbox_dn: 0.093907 loss_giou_dn: 0.381944 loss_class_aux_dn: 1.851735 loss_bbox_aux_dn: 0.578618 loss_giou_aux_dn: 2.174454 loss: 14.715698 eta: 41 days, 17:11:51 batch_cost: 1.1565 data_cost: 0.0013 ips: 6.9174 images/s
[08/11 22:35:45] ppdet.engine INFO: Epoch: [11] [42800/54024] learning_rate: 0.000100 loss_class: 0.657081 loss_bbox: 0.107318 loss_giou: 0.495767 loss_class_aux: 4.095886 loss_bbox_aux: 0.702406 loss_giou_aux: 2.972810 loss_class_dn: 0.320166 loss_bbox_dn: 0.097964 loss_giou_dn: 0.345183 loss_class_aux_dn: 1.744362 loss_bbox_aux_dn: 0.612587 loss_giou_aux_dn: 1.997765 loss: 13.927906 eta: 41 days, 17:10:03 batch_cost: 1.1103 data_cost: 0.0014 ips: 7.2056 images/s
[08/11 22:37:38] ppdet.engine INFO: Epoch: [11] [42900/54024] learning_rate: 0.000100 loss_class: 0.649930 loss_bbox: 0.105041 loss_giou: 0.505298 loss_class_aux: 4.073528 loss_bbox_aux: 0.652855 loss_giou_aux: 3.196761 loss_class_dn: 0.346009 loss_bbox_dn: 0.094867 loss_giou_dn: 0.356507 loss_class_aux_dn: 1.862589 loss_bbox_aux_dn: 0.587651 loss_giou_aux_dn: 2.081518 loss: 14.625454 eta: 41 days, 17:07:37 batch_cost: 1.0751 data_cost: 0.0014 ips: 7.4415 images/s
[08/11 22:39:34] ppdet.engine INFO: Epoch: [11] [43000/54024] learning_rate: 0.000100 loss_class: 0.707169 loss_bbox: 0.103458 loss_giou: 0.524394 loss_class_aux: 4.314308 loss_bbox_aux: 0.683210 loss_giou_aux: 3.239430 loss_class_dn: 0.352305 loss_bbox_dn: 0.092894 loss_giou_dn: 0.389176 loss_class_aux_dn: 1.912562 loss_bbox_aux_dn: 0.587830 loss_giou_aux_dn: 2.275408 loss: 15.313426 eta: 41 days, 17:05:52 batch_cost: 1.1132 data_cost: 0.0357 ips: 7.1863 images/s
[08/11 22:41:33] ppdet.engine INFO: Epoch: [11] [43100/54024] learning_rate: 0.000100 loss_class: 0.677327 loss_bbox: 0.105453 loss_giou: 0.462063 loss_class_aux: 4.135170 loss_bbox_aux: 0.680478 loss_giou_aux: 2.882607 loss_class_dn: 0.338296 loss_bbox_dn: 0.101532 loss_giou_dn: 0.365559 loss_class_aux_dn: 1.843029 loss_bbox_aux_dn: 0.625589 loss_giou_aux_dn: 2.112692 loss: 14.363757 eta: 41 days, 17:04:34 batch_cost: 1.1394 data_cost: 0.0014 ips: 7.0213 images/s
[08/11 22:43:32] ppdet.engine INFO: Epoch: [11] [43200/54024] learning_rate: 0.000100 loss_class: 0.676814 loss_bbox: 0.102631 loss_giou: 0.474040 loss_class_aux: 4.182402 loss_bbox_aux: 0.668482 loss_giou_aux: 2.917607 loss_class_dn: 0.327178 loss_bbox_dn: 0.098968 loss_giou_dn: 0.361199 loss_class_aux_dn: 1.771409 loss_bbox_aux_dn: 0.598675 loss_giou_aux_dn: 2.059380 loss: 14.277241 eta: 41 days, 17:03:12 batch_cost: 1.1357 data_cost: 0.0013 ips: 7.0443 images/s
[08/11 22:45:27] ppdet.engine INFO: Epoch: [11] [43300/54024] learning_rate: 0.000100 loss_class: 0.700016 loss_bbox: 0.107507 loss_giou: 0.504179 loss_class_aux: 4.368937 loss_bbox_aux: 0.690345 loss_giou_aux: 3.128330 loss_class_dn: 0.341860 loss_bbox_dn: 0.094670 loss_giou_dn: 0.385641 loss_class_aux_dn: 1.845829 loss_bbox_aux_dn: 0.604717 loss_giou_aux_dn: 2.200135 loss: 15.071276 eta: 41 days, 17:01:10 batch_cost: 1.0973 data_cost: 0.0013 ips: 7.2908 images/s
[08/11 22:47:21] ppdet.engine INFO: Epoch: [11] [43400/54024] learning_rate: 0.000100 loss_class: 0.675071 loss_bbox: 0.100865 loss_giou: 0.472955 loss_class_aux: 4.200055 loss_bbox_aux: 0.658891 loss_giou_aux: 2.909618 loss_class_dn: 0.340769 loss_bbox_dn: 0.087941 loss_giou_dn: 0.356874 loss_class_aux_dn: 1.840350 loss_bbox_aux_dn: 0.536466 loss_giou_aux_dn: 2.018779 loss: 14.635672 eta: 41 days, 16:58:55 batch_cost: 1.0854 data_cost: 0.0014 ips: 7.3706 images/s
[08/11 22:49:16] ppdet.engine INFO: Epoch: [11] [43500/54024] learning_rate: 0.000100 loss_class: 0.698673 loss_bbox: 0.107103 loss_giou: 0.525937 loss_class_aux: 4.353042 loss_bbox_aux: 0.717508 loss_giou_aux: 3.244033 loss_class_dn: 0.348061 loss_bbox_dn: 0.096571 loss_giou_dn: 0.397389 loss_class_aux_dn: 1.866164 loss_bbox_aux_dn: 0.600906 loss_giou_aux_dn: 2.281517 loss: 15.480362 eta: 41 days, 16:57:00 batch_cost: 1.1038 data_cost: 0.0013 ips: 7.2479 images/s
[08/11 22:51:11] ppdet.engine INFO: Epoch: [11] [43600/54024] learning_rate: 0.000100 loss_class: 0.706611 loss_bbox: 0.108646 loss_giou: 0.501895 loss_class_aux: 4.458657 loss_bbox_aux: 0.720674 loss_giou_aux: 3.114331 loss_class_dn: 0.356331 loss_bbox_dn: 0.100842 loss_giou_dn: 0.386219 loss_class_aux_dn: 1.927273 loss_bbox_aux_dn: 0.612430 loss_giou_aux_dn: 2.211375 loss: 15.178970 eta: 41 days, 16:54:55 batch_cost: 1.0943 data_cost: 0.0123 ips: 7.3103 images/s
[08/11 22:53:12] ppdet.engine INFO: Epoch: [11] [43700/54024] learning_rate: 0.000100 loss_class: 0.648357 loss_bbox: 0.097156 loss_giou: 0.475719 loss_class_aux: 4.046989 loss_bbox_aux: 0.639630 loss_giou_aux: 2.946323 loss_class_dn: 0.340392 loss_bbox_dn: 0.091462 loss_giou_dn: 0.364601 loss_class_aux_dn: 1.830475 loss_bbox_aux_dn: 0.575958 loss_giou_aux_dn: 2.060727 loss: 14.524010 eta: 41 days, 16:54:00 batch_cost: 1.1623 data_cost: 0.0213 ips: 6.8831 images/s
[08/11 22:55:10] ppdet.engine INFO: Epoch: [11] [43800/54024] learning_rate: 0.000100 loss_class: 0.710975 loss_bbox: 0.113102 loss_giou: 0.498795 loss_class_aux: 4.527516 loss_bbox_aux: 0.721664 loss_giou_aux: 3.097848 loss_class_dn: 0.346352 loss_bbox_dn: 0.101060 loss_giou_dn: 0.373613 loss_class_aux_dn: 1.881466 loss_bbox_aux_dn: 0.639337 loss_giou_aux_dn: 2.157715 loss: 15.426932 eta: 41 days, 16:52:35 batch_cost: 1.1327 data_cost: 0.0534 ips: 7.0630 images/s
[08/11 22:57:07] ppdet.engine INFO: Epoch: [11] [43900/54024] learning_rate: 0.000100 loss_class: 0.702115 loss_bbox: 0.102608 loss_giou: 0.515407 loss_class_aux: 4.358217 loss_bbox_aux: 0.656915 loss_giou_aux: 3.206535 loss_class_dn: 0.339636 loss_bbox_dn: 0.087415 loss_giou_dn: 0.375736 loss_class_aux_dn: 1.882820 loss_bbox_aux_dn: 0.553689 loss_giou_aux_dn: 2.175822 loss: 15.196154 eta: 41 days, 16:50:54 batch_cost: 1.1172 data_cost: 0.0013 ips: 7.1606 images/s
[08/11 22:59:05] ppdet.engine INFO: Epoch: [11] [44000/54024] learning_rate: 0.000100 loss_class: 0.690549 loss_bbox: 0.107018 loss_giou: 0.468749 loss_class_aux: 4.303130 loss_bbox_aux: 0.704120 loss_giou_aux: 2.857763 loss_class_dn: 0.334188 loss_bbox_dn: 0.101691 loss_giou_dn: 0.368605 loss_class_aux_dn: 1.800362 loss_bbox_aux_dn: 0.616973 loss_giou_aux_dn: 2.075031 loss: 14.949317 eta: 41 days, 16:49:17 batch_cost: 1.1222 data_cost: 0.0013 ips: 7.1291 images/s
[08/11 23:01:03] ppdet.engine INFO: Epoch: [11] [44100/54024] learning_rate: 0.000100 loss_class: 0.677734 loss_bbox: 0.104720 loss_giou: 0.459185 loss_class_aux: 4.180184 loss_bbox_aux: 0.680409 loss_giou_aux: 2.848550 loss_class_dn: 0.333010 loss_bbox_dn: 0.095016 loss_giou_dn: 0.351409 loss_class_aux_dn: 1.789044 loss_bbox_aux_dn: 0.603259 loss_giou_aux_dn: 2.001168 loss: 14.357654 eta: 41 days, 16:47:50 batch_cost: 1.1304 data_cost: 0.0013 ips: 7.0772 images/s
[08/11 23:03:22] ppdet.engine INFO: Epoch: [11] [44200/54024] learning_rate: 0.000100 loss_class: 0.666630 loss_bbox: 0.108751 loss_giou: 0.501495 loss_class_aux: 4.178730 loss_bbox_aux: 0.714933 loss_giou_aux: 3.102605 loss_class_dn: 0.341272 loss_bbox_dn: 0.100160 loss_giou_dn: 0.361805 loss_class_aux_dn: 1.842928 loss_bbox_aux_dn: 0.628440 loss_giou_aux_dn: 2.058642 loss: 14.907387 eta: 41 days, 16:49:52 batch_cost: 1.3333 data_cost: 0.0331 ips: 6.0004 images/s
[08/11 23:05:19] ppdet.engine INFO: Epoch: [11] [44300/54024] learning_rate: 0.000100 loss_class: 0.696174 loss_bbox: 0.112522 loss_giou: 0.478289 loss_class_aux: 4.288610 loss_bbox_aux: 0.722764 loss_giou_aux: 2.936761 loss_class_dn: 0.348479 loss_bbox_dn: 0.093548 loss_giou_dn: 0.360557 loss_class_aux_dn: 1.900799 loss_bbox_aux_dn: 0.562245 loss_giou_aux_dn: 2.063134 loss: 15.076976 eta: 41 days, 16:48:14 batch_cost: 1.1213 data_cost: 0.0484 ips: 7.1349 images/s
[08/11 23:07:11] ppdet.engine INFO: Epoch: [11] [44400/54024] learning_rate: 0.000100 loss_class: 0.703599 loss_bbox: 0.110726 loss_giou: 0.496956 loss_class_aux: 4.367147 loss_bbox_aux: 0.735397 loss_giou_aux: 3.098607 loss_class_dn: 0.350504 loss_bbox_dn: 0.094957 loss_giou_dn: 0.374171 loss_class_aux_dn: 1.893798 loss_bbox_aux_dn: 0.580390 loss_giou_aux_dn: 2.156565 loss: 15.313701 eta: 41 days, 16:45:39 batch_cost: 1.0652 data_cost: 0.0014 ips: 7.5104 images/s
[08/11 23:09:14] ppdet.engine INFO: Epoch: [11] [44500/54024] learning_rate: 0.000100 loss_class: 0.677549 loss_bbox: 0.103228 loss_giou: 0.493228 loss_class_aux: 4.175477 loss_bbox_aux: 0.680987 loss_giou_aux: 3.153025 loss_class_dn: 0.338855 loss_bbox_dn: 0.094776 loss_giou_dn: 0.372044 loss_class_aux_dn: 1.831640 loss_bbox_aux_dn: 0.594632 loss_giou_aux_dn: 2.119377 loss: 14.668904 eta: 41 days, 16:45:05 batch_cost: 1.1826 data_cost: 0.0014 ips: 6.7647 images/s
[08/11 23:11:13] ppdet.engine INFO: Epoch: [11] [44600/54024] learning_rate: 0.000100 loss_class: 0.665753 loss_bbox: 0.107178 loss_giou: 0.519218 loss_class_aux: 4.172096 loss_bbox_aux: 0.699702 loss_giou_aux: 3.168706 loss_class_dn: 0.343555 loss_bbox_dn: 0.095618 loss_giou_dn: 0.372001 loss_class_aux_dn: 1.855758 loss_bbox_aux_dn: 0.585669 loss_giou_aux_dn: 2.133201 loss: 14.927648 eta: 41 days, 16:43:49 batch_cost: 1.1415 data_cost: 0.0013 ips: 7.0085 images/s
[08/11 23:13:15] ppdet.engine INFO: Epoch: [11] [44700/54024] learning_rate: 0.000100 loss_class: 0.701590 loss_bbox: 0.108505 loss_giou: 0.483879 loss_class_aux: 4.450519 loss_bbox_aux: 0.705982 loss_giou_aux: 3.040939 loss_class_dn: 0.336796 loss_bbox_dn: 0.103055 loss_giou_dn: 0.356550 loss_class_aux_dn: 1.840115 loss_bbox_aux_dn: 0.620605 loss_giou_aux_dn: 2.049947 loss: 14.433733 eta: 41 days, 16:42:49 batch_cost: 1.1575 data_cost: 0.0013 ips: 6.9114 images/s
[08/11 23:15:11] ppdet.engine INFO: Epoch: [11] [44800/54024] learning_rate: 0.000100 loss_class: 0.706938 loss_bbox: 0.110668 loss_giou: 0.480654 loss_class_aux: 4.429695 loss_bbox_aux: 0.720883 loss_giou_aux: 3.032276 loss_class_dn: 0.342561 loss_bbox_dn: 0.095912 loss_giou_dn: 0.361115 loss_class_aux_dn: 1.882134 loss_bbox_aux_dn: 0.599922 loss_giou_aux_dn: 2.118904 loss: 15.077013 eta: 41 days, 16:40:58 batch_cost: 1.1080 data_cost: 0.0013 ips: 7.2204 images/s
[08/11 23:17:14] ppdet.engine INFO: Epoch: [11] [44900/54024] learning_rate: 0.000100 loss_class: 0.657408 loss_bbox: 0.110224 loss_giou: 0.493334 loss_class_aux: 4.149605 loss_bbox_aux: 0.709473 loss_giou_aux: 3.097889 loss_class_dn: 0.342671 loss_bbox_dn: 0.098714 loss_giou_dn: 0.370527 loss_class_aux_dn: 1.856775 loss_bbox_aux_dn: 0.607866 loss_giou_aux_dn: 2.119788 loss: 14.776889 eta: 41 days, 16:40:22 batch_cost: 1.1809 data_cost: 0.0304 ips: 6.7747 images/s
[08/11 23:19:10] ppdet.engine INFO: Epoch: [11] [45000/54024] learning_rate: 0.000100 loss_class: 0.695428 loss_bbox: 0.112534 loss_giou: 0.531090 loss_class_aux: 4.327328 loss_bbox_aux: 0.720434 loss_giou_aux: 3.266193 loss_class_dn: 0.345247 loss_bbox_dn: 0.103861 loss_giou_dn: 0.388925 loss_class_aux_dn: 1.872054 loss_bbox_aux_dn: 0.631144 loss_giou_aux_dn: 2.225323 loss: 15.367896 eta: 41 days, 16:38:34 batch_cost: 1.1109 data_cost: 0.0013 ips: 7.2014 images/s
[08/11 23:21:07] ppdet.engine INFO: Epoch: [11] [45100/54024] learning_rate: 0.000100 loss_class: 0.739961 loss_bbox: 0.116618 loss_giou: 0.516233 loss_class_aux: 4.597246 loss_bbox_aux: 0.762511 loss_giou_aux: 3.197221 loss_class_dn: 0.365148 loss_bbox_dn: 0.107532 loss_giou_dn: 0.388167 loss_class_aux_dn: 1.966657 loss_bbox_aux_dn: 0.658830 loss_giou_aux_dn: 2.244478 loss: 15.673914 eta: 41 days, 16:36:51 batch_cost: 1.1165 data_cost: 0.0013 ips: 7.1653 images/s
[08/11 23:23:02] ppdet.engine INFO: Epoch: [11] [45200/54024] learning_rate: 0.000100 loss_class: 0.710925 loss_bbox: 0.097710 loss_giou: 0.478177 loss_class_aux: 4.391491 loss_bbox_aux: 0.649670 loss_giou_aux: 2.933239 loss_class_dn: 0.344298 loss_bbox_dn: 0.089550 loss_giou_dn: 0.360225 loss_class_aux_dn: 1.865579 loss_bbox_aux_dn: 0.562538 loss_giou_aux_dn: 2.037246 loss: 14.754331 eta: 41 days, 16:34:42 batch_cost: 1.0904 data_cost: 0.0013 ips: 7.3371 images/s
[08/11 23:24:57] ppdet.engine INFO: Epoch: [11] [45300/54024] learning_rate: 0.000100 loss_class: 0.686733 loss_bbox: 0.107573 loss_giou: 0.479496 loss_class_aux: 4.284372 loss_bbox_aux: 0.695511 loss_giou_aux: 3.041758 loss_class_dn: 0.339703 loss_bbox_dn: 0.098837 loss_giou_dn: 0.373547 loss_class_aux_dn: 1.868686 loss_bbox_aux_dn: 0.594202 loss_giou_aux_dn: 2.157048 loss: 15.176445 eta: 41 days, 16:32:42 batch_cost: 1.0989 data_cost: 0.0013 ips: 7.2801 images/s
[08/11 23:26:54] ppdet.engine INFO: Epoch: [11] [45400/54024] learning_rate: 0.000100 loss_class: 0.708374 loss_bbox: 0.107670 loss_giou: 0.445948 loss_class_aux: 4.358606 loss_bbox_aux: 0.702946 loss_giou_aux: 2.788542 loss_class_dn: 0.345830 loss_bbox_dn: 0.102190 loss_giou_dn: 0.344396 loss_class_aux_dn: 1.877693 loss_bbox_aux_dn: 0.616848 loss_giou_aux_dn: 2.002883 loss: 15.006353 eta: 41 days, 16:30:57 batch_cost: 1.1140 data_cost: 0.0013 ips: 7.1813 images/s
[08/11 23:28:46] ppdet.engine INFO: Epoch: [11] [45500/54024] learning_rate: 0.000100 loss_class: 0.727596 loss_bbox: 0.109502 loss_giou: 0.492410 loss_class_aux: 4.503965 loss_bbox_aux: 0.706291 loss_giou_aux: 3.085133 loss_class_dn: 0.351806 loss_bbox_dn: 0.096128 loss_giou_dn: 0.383498 loss_class_aux_dn: 1.903350 loss_bbox_aux_dn: 0.601143 loss_giou_aux_dn: 2.228581 loss: 15.609570 eta: 41 days, 16:28:27 batch_cost: 1.0700 data_cost: 0.0013 ips: 7.4769 images/s
[08/11 23:30:38] ppdet.engine INFO: Epoch: [11] [45600/54024] learning_rate: 0.000100 loss_class: 0.665958 loss_bbox: 0.106552 loss_giou: 0.512496 loss_class_aux: 4.120199 loss_bbox_aux: 0.700164 loss_giou_aux: 3.204811 loss_class_dn: 0.362671 loss_bbox_dn: 0.086470 loss_giou_dn: 0.384179 loss_class_aux_dn: 1.928836 loss_bbox_aux_dn: 0.550254 loss_giou_aux_dn: 2.197277 loss: 15.765684 eta: 41 days, 16:25:53 batch_cost: 1.0665 data_cost: 0.0043 ips: 7.5013 images/s
[08/11 23:32:33] ppdet.engine INFO: Epoch: [11] [45700/54024] learning_rate: 0.000100 loss_class: 0.713418 loss_bbox: 0.105908 loss_giou: 0.491267 loss_class_aux: 4.396361 loss_bbox_aux: 0.717395 loss_giou_aux: 3.020048 loss_class_dn: 0.344205 loss_bbox_dn: 0.101149 loss_giou_dn: 0.368826 loss_class_aux_dn: 1.865355 loss_bbox_aux_dn: 0.605334 loss_giou_aux_dn: 2.097589 loss: 14.894024 eta: 41 days, 16:23:56 batch_cost: 1.1029 data_cost: 0.0013 ips: 7.2538 images/s
[08/11 23:34:25] ppdet.engine INFO: Epoch: [11] [45800/54024] learning_rate: 0.000100 loss_class: 0.675825 loss_bbox: 0.103506 loss_giou: 0.491371 loss_class_aux: 4.153416 loss_bbox_aux: 0.671311 loss_giou_aux: 3.068712 loss_class_dn: 0.335738 loss_bbox_dn: 0.098661 loss_giou_dn: 0.367908 loss_class_aux_dn: 1.826752 loss_bbox_aux_dn: 0.599439 loss_giou_aux_dn: 2.124677 loss: 14.690531 eta: 41 days, 16:21:18 batch_cost: 1.0616 data_cost: 0.0013 ips: 7.5358 images/s
[08/11 23:36:14] ppdet.engine INFO: Epoch: [11] [45900/54024] learning_rate: 0.000100 loss_class: 0.695178 loss_bbox: 0.109512 loss_giou: 0.461033 loss_class_aux: 4.304976 loss_bbox_aux: 0.703696 loss_giou_aux: 2.874497 loss_class_dn: 0.343794 loss_bbox_dn: 0.100948 loss_giou_dn: 0.363539 loss_class_aux_dn: 1.894108 loss_bbox_aux_dn: 0.613261 loss_giou_aux_dn: 2.101552 loss: 15.147346 eta: 41 days, 16:18:21 batch_cost: 1.0438 data_cost: 0.0013 ips: 7.6639 images/s
[08/11 23:38:07] ppdet.engine INFO: Epoch: [11] [46000/54024] learning_rate: 0.000100 loss_class: 0.665738 loss_bbox: 0.104544 loss_giou: 0.480396 loss_class_aux: 4.185644 loss_bbox_aux: 0.692186 loss_giou_aux: 2.929987 loss_class_dn: 0.330073 loss_bbox_dn: 0.101139 loss_giou_dn: 0.352156 loss_class_aux_dn: 1.843082 loss_bbox_aux_dn: 0.607356 loss_giou_aux_dn: 2.013822 loss: 13.842791 eta: 41 days, 16:15:56 batch_cost: 1.0752 data_cost: 0.0014 ips: 7.4406 images/s
[08/11 23:40:06] ppdet.engine INFO: Epoch: [11] [46100/54024] learning_rate: 0.000100 loss_class: 0.697027 loss_bbox: 0.109583 loss_giou: 0.493334 loss_class_aux: 4.393467 loss_bbox_aux: 0.740814 loss_giou_aux: 3.068365 loss_class_dn: 0.353357 loss_bbox_dn: 0.103500 loss_giou_dn: 0.364483 loss_class_aux_dn: 1.910664 loss_bbox_aux_dn: 0.636466 loss_giou_aux_dn: 2.102853 loss: 15.388352 eta: 41 days, 16:14:42 batch_cost: 1.1444 data_cost: 0.0013 ips: 6.9904 images/s
[08/11 23:42:00] ppdet.engine INFO: Epoch: [11] [46200/54024] learning_rate: 0.000100 loss_class: 0.683206 loss_bbox: 0.107114 loss_giou: 0.518275 loss_class_aux: 4.202753 loss_bbox_aux: 0.700450 loss_giou_aux: 3.189833 loss_class_dn: 0.341147 loss_bbox_dn: 0.097113 loss_giou_dn: 0.377590 loss_class_aux_dn: 1.866615 loss_bbox_aux_dn: 0.593797 loss_giou_aux_dn: 2.155753 loss: 15.240580 eta: 41 days, 16:12:20 batch_cost: 1.0778 data_cost: 0.0436 ips: 7.4223 images/s
[08/11 23:44:00] ppdet.engine INFO: Epoch: [11] [46300/54024] learning_rate: 0.000100 loss_class: 0.687403 loss_bbox: 0.102692 loss_giou: 0.468541 loss_class_aux: 4.269330 loss_bbox_aux: 0.680031 loss_giou_aux: 2.942901 loss_class_dn: 0.340557 loss_bbox_dn: 0.103000 loss_giou_dn: 0.355788 loss_class_aux_dn: 1.897556 loss_bbox_aux_dn: 0.630812 loss_giou_aux_dn: 2.060729 loss: 15.057955 eta: 41 days, 16:11:13 batch_cost: 1.1501 data_cost: 0.0013 ips: 6.9558 images/s
[08/11 23:45:53] ppdet.engine INFO: Epoch: [11] [46400/54024] learning_rate: 0.000100 loss_class: 0.682346 loss_bbox: 0.108626 loss_giou: 0.470723 loss_class_aux: 4.240114 loss_bbox_aux: 0.678340 loss_giou_aux: 2.948483 loss_class_dn: 0.343501 loss_bbox_dn: 0.098437 loss_giou_dn: 0.355659 loss_class_aux_dn: 1.863809 loss_bbox_aux_dn: 0.632894 loss_giou_aux_dn: 2.051553 loss: 14.670367 eta: 41 days, 16:08:51 batch_cost: 1.0777 data_cost: 0.0013 ips: 7.4231 images/s
[08/11 23:47:42] ppdet.engine INFO: Epoch: [11] [46500/54024] learning_rate: 0.000100 loss_class: 0.634723 loss_bbox: 0.105150 loss_giou: 0.463121 loss_class_aux: 3.923217 loss_bbox_aux: 0.666021 loss_giou_aux: 2.875169 loss_class_dn: 0.330830 loss_bbox_dn: 0.095381 loss_giou_dn: 0.340569 loss_class_aux_dn: 1.770210 loss_bbox_aux_dn: 0.583711 loss_giou_aux_dn: 1.980717 loss: 14.176490 eta: 41 days, 16:05:52 batch_cost: 1.0424 data_cost: 0.0013 ips: 7.6745 images/s
[08/11 23:49:41] ppdet.engine INFO: Epoch: [11] [46600/54024] learning_rate: 0.000100 loss_class: 0.713695 loss_bbox: 0.110598 loss_giou: 0.543099 loss_class_aux: 4.427532 loss_bbox_aux: 0.741148 loss_giou_aux: 3.356243 loss_class_dn: 0.363421 loss_bbox_dn: 0.101357 loss_giou_dn: 0.399179 loss_class_aux_dn: 1.940270 loss_bbox_aux_dn: 0.634848 loss_giou_aux_dn: 2.260788 loss: 15.802142 eta: 41 days, 16:04:38 batch_cost: 1.1435 data_cost: 0.0013 ips: 6.9962 images/s
[08/11 23:51:29] ppdet.engine INFO: Epoch: [11] [46700/54024] learning_rate: 0.000100 loss_class: 0.686502 loss_bbox: 0.103623 loss_giou: 0.451801 loss_class_aux: 4.303996 loss_bbox_aux: 0.687504 loss_giou_aux: 2.849440 loss_class_dn: 0.333198 loss_bbox_dn: 0.092741 loss_giou_dn: 0.349198 loss_class_aux_dn: 1.803449 loss_bbox_aux_dn: 0.595185 loss_giou_aux_dn: 2.029140 loss: 14.677776 eta: 41 days, 16:01:24 batch_cost: 1.0273 data_cost: 0.0013 ips: 7.7872 images/s
[08/11 23:53:28] ppdet.engine INFO: Epoch: [11] [46800/54024] learning_rate: 0.000100 loss_class: 0.674967 loss_bbox: 0.108782 loss_giou: 0.491676 loss_class_aux: 4.245181 loss_bbox_aux: 0.719447 loss_giou_aux: 3.076455 loss_class_dn: 0.330020 loss_bbox_dn: 0.096750 loss_giou_dn: 0.369024 loss_class_aux_dn: 1.823766 loss_bbox_aux_dn: 0.599782 loss_giou_aux_dn: 2.151137 loss: 14.507321 eta: 41 days, 16:00:03 batch_cost: 1.1377 data_cost: 0.0026 ips: 7.0319 images/s
[08/11 23:55:19] ppdet.engine INFO: Epoch: [11] [46900/54024] learning_rate: 0.000100 loss_class: 0.680126 loss_bbox: 0.107617 loss_giou: 0.497411 loss_class_aux: 4.253401 loss_bbox_aux: 0.702254 loss_giou_aux: 3.062724 loss_class_dn: 0.336361 loss_bbox_dn: 0.100127 loss_giou_dn: 0.367652 loss_class_aux_dn: 1.816079 loss_bbox_aux_dn: 0.615905 loss_giou_aux_dn: 2.087824 loss: 14.884247 eta: 41 days, 15:57:16 batch_cost: 1.0530 data_cost: 0.0013 ips: 7.5975 images/s
[08/11 23:57:13] ppdet.engine INFO: Epoch: [11] [47000/54024] learning_rate: 0.000100 loss_class: 0.714406 loss_bbox: 0.109906 loss_giou: 0.492436 loss_class_aux: 4.435827 loss_bbox_aux: 0.704360 loss_giou_aux: 3.057248 loss_class_dn: 0.354797 loss_bbox_dn: 0.102473 loss_giou_dn: 0.369651 loss_class_aux_dn: 1.907958 loss_bbox_aux_dn: 0.662481 loss_giou_aux_dn: 2.161726 loss: 15.150064 eta: 41 days, 15:55:11 batch_cost: 1.0939 data_cost: 0.0014 ips: 7.3133 images/s
[08/11 23:59:10] ppdet.engine INFO: Epoch: [11] [47100/54024] learning_rate: 0.000100 loss_class: 0.707448 loss_bbox: 0.108965 loss_giou: 0.485884 loss_class_aux: 4.403047 loss_bbox_aux: 0.708790 loss_giou_aux: 3.080214 loss_class_dn: 0.350494 loss_bbox_dn: 0.098235 loss_giou_dn: 0.377781 loss_class_aux_dn: 1.906744 loss_bbox_aux_dn: 0.611352 loss_giou_aux_dn: 2.181710 loss: 15.220075 eta: 41 days, 15:53:26 batch_cost: 1.1141 data_cost: 0.0014 ips: 7.1807 images/s
[08/12 00:01:03] ppdet.engine INFO: Epoch: [11] [47200/54024] learning_rate: 0.000100 loss_class: 0.665009 loss_bbox: 0.096492 loss_giou: 0.499624 loss_class_aux: 4.134362 loss_bbox_aux: 0.654119 loss_giou_aux: 3.047445 loss_class_dn: 0.336029 loss_bbox_dn: 0.092925 loss_giou_dn: 0.360518 loss_class_aux_dn: 1.800512 loss_bbox_aux_dn: 0.579120 loss_giou_aux_dn: 2.088587 loss: 14.647038 eta: 41 days, 15:51:04 batch_cost: 1.0780 data_cost: 0.0013 ips: 7.4211 images/s
[08/12 00:02:55] ppdet.engine INFO: Epoch: [11] [47300/54024] learning_rate: 0.000100 loss_class: 0.666690 loss_bbox: 0.106974 loss_giou: 0.499692 loss_class_aux: 4.174683 loss_bbox_aux: 0.682400 loss_giou_aux: 3.081463 loss_class_dn: 0.337992 loss_bbox_dn: 0.091099 loss_giou_dn: 0.363150 loss_class_aux_dn: 1.836766 loss_bbox_aux_dn: 0.585087 loss_giou_aux_dn: 2.100251 loss: 14.628956 eta: 41 days, 15:48:24 batch_cost: 1.0598 data_cost: 0.0013 ips: 7.5488 images/s
[08/12 00:05:08] ppdet.engine INFO: Epoch: [11] [47400/54024] learning_rate: 0.000100 loss_class: 0.684327 loss_bbox: 0.104700 loss_giou: 0.487052 loss_class_aux: 4.182645 loss_bbox_aux: 0.671377 loss_giou_aux: 3.019878 loss_class_dn: 0.332934 loss_bbox_dn: 0.097165 loss_giou_dn: 0.351873 loss_class_aux_dn: 1.794848 loss_bbox_aux_dn: 0.586895 loss_giou_aux_dn: 2.018611 loss: 14.442647 eta: 41 days, 15:49:23 batch_cost: 1.2741 data_cost: 0.0013 ips: 6.2789 images/s
[08/12 00:07:03] ppdet.engine INFO: Epoch: [11] [47500/54024] learning_rate: 0.000100 loss_class: 0.717181 loss_bbox: 0.103623 loss_giou: 0.514942 loss_class_aux: 4.526832 loss_bbox_aux: 0.683850 loss_giou_aux: 3.184134 loss_class_dn: 0.359095 loss_bbox_dn: 0.092570 loss_giou_dn: 0.384033 loss_class_aux_dn: 1.941960 loss_bbox_aux_dn: 0.580422 loss_giou_aux_dn: 2.209579 loss: 15.563223 eta: 41 days, 15:47:28 batch_cost: 1.1037 data_cost: 0.0013 ips: 7.2486 images/s
[08/12 00:09:05] ppdet.engine INFO: Epoch: [11] [47600/54024] learning_rate: 0.000100 loss_class: 0.699266 loss_bbox: 0.102022 loss_giou: 0.485941 loss_class_aux: 4.459450 loss_bbox_aux: 0.662612 loss_giou_aux: 3.015548 loss_class_dn: 0.345176 loss_bbox_dn: 0.089083 loss_giou_dn: 0.360065 loss_class_aux_dn: 1.853518 loss_bbox_aux_dn: 0.556928 loss_giou_aux_dn: 2.056420 loss: 14.678391 eta: 41 days, 15:46:29 batch_cost: 1.1587 data_cost: 0.0014 ips: 6.9043 images/s
[08/12 00:10:58] ppdet.engine INFO: Epoch: [11] [47700/54024] learning_rate: 0.000100 loss_class: 0.669808 loss_bbox: 0.102765 loss_giou: 0.487606 loss_class_aux: 4.152749 loss_bbox_aux: 0.659725 loss_giou_aux: 3.072688 loss_class_dn: 0.345628 loss_bbox_dn: 0.092748 loss_giou_dn: 0.365569 loss_class_aux_dn: 1.860199 loss_bbox_aux_dn: 0.570529 loss_giou_aux_dn: 2.092984 loss: 14.608289 eta: 41 days, 15:44:08 batch_cost: 1.0790 data_cost: 0.0013 ips: 7.4142 images/s
[08/12 00:12:56] ppdet.engine INFO: Epoch: [11] [47800/54024] learning_rate: 0.000100 loss_class: 0.731129 loss_bbox: 0.108461 loss_giou: 0.489642 loss_class_aux: 4.448363 loss_bbox_aux: 0.693193 loss_giou_aux: 3.071262 loss_class_dn: 0.357644 loss_bbox_dn: 0.097269 loss_giou_dn: 0.382445 loss_class_aux_dn: 1.932257 loss_bbox_aux_dn: 0.609833 loss_giou_aux_dn: 2.206332 loss: 15.145621 eta: 41 days, 15:42:40 batch_cost: 1.1308 data_cost: 0.0013 ips: 7.0746 images/s
[08/12 00:14:47] ppdet.engine INFO: Epoch: [11] [47900/54024] learning_rate: 0.000100 loss_class: 0.689218 loss_bbox: 0.107600 loss_giou: 0.490868 loss_class_aux: 4.250921 loss_bbox_aux: 0.676896 loss_giou_aux: 3.050425 loss_class_dn: 0.339451 loss_bbox_dn: 0.091246 loss_giou_dn: 0.369979 loss_class_aux_dn: 1.849198 loss_bbox_aux_dn: 0.565775 loss_giou_aux_dn: 2.128968 loss: 14.472575 eta: 41 days, 15:39:56 batch_cost: 1.0555 data_cost: 0.0013 ips: 7.5793 images/s
[08/12 00:16:38] ppdet.engine INFO: Epoch: [11] [48000/54024] learning_rate: 0.000100 loss_class: 0.692846 loss_bbox: 0.098494 loss_giou: 0.473025 loss_class_aux: 4.292573 loss_bbox_aux: 0.647369 loss_giou_aux: 3.027601 loss_class_dn: 0.348015 loss_bbox_dn: 0.096857 loss_giou_dn: 0.360935 loss_class_aux_dn: 1.863839 loss_bbox_aux_dn: 0.592365 loss_giou_aux_dn: 2.079481 loss: 14.641950 eta: 41 days, 15:37:18 batch_cost: 1.0622 data_cost: 0.0021 ips: 7.5315 images/s
[08/12 00:18:31] ppdet.engine INFO: Epoch: [11] [48100/54024] learning_rate: 0.000100 loss_class: 0.652463 loss_bbox: 0.116604 loss_giou: 0.509240 loss_class_aux: 4.015655 loss_bbox_aux: 0.735408 loss_giou_aux: 3.139711 loss_class_dn: 0.341544 loss_bbox_dn: 0.093497 loss_giou_dn: 0.389412 loss_class_aux_dn: 1.825080 loss_bbox_aux_dn: 0.588617 loss_giou_aux_dn: 2.171354 loss: 14.759819 eta: 41 days, 15:34:49 batch_cost: 1.0708 data_cost: 0.0013 ips: 7.4714 images/s
[08/12 00:20:29] ppdet.engine INFO: Epoch: [11] [48200/54024] learning_rate: 0.000100 loss_class: 0.692257 loss_bbox: 0.104326 loss_giou: 0.539384 loss_class_aux: 4.216187 loss_bbox_aux: 0.670810 loss_giou_aux: 3.334907 loss_class_dn: 0.344219 loss_bbox_dn: 0.095536 loss_giou_dn: 0.377334 loss_class_aux_dn: 1.840896 loss_bbox_aux_dn: 0.584486 loss_giou_aux_dn: 2.141379 loss: 15.055605 eta: 41 days, 15:33:22 batch_cost: 1.1317 data_cost: 0.0013 ips: 7.0691 images/s
[08/12 00:22:21] ppdet.engine INFO: Epoch: [11] [48300/54024] learning_rate: 0.000100 loss_class: 0.675088 loss_bbox: 0.107940 loss_giou: 0.531488 loss_class_aux: 4.205291 loss_bbox_aux: 0.689263 loss_giou_aux: 3.280715 loss_class_dn: 0.359459 loss_bbox_dn: 0.095514 loss_giou_dn: 0.385603 loss_class_aux_dn: 1.915800 loss_bbox_aux_dn: 0.584524 loss_giou_aux_dn: 2.219912 loss: 15.326964 eta: 41 days, 15:30:47 batch_cost: 1.0645 data_cost: 0.0013 ips: 7.5152 images/s
[08/12 00:24:17] ppdet.engine INFO: Epoch: [11] [48400/54024] learning_rate: 0.000100 loss_class: 0.650300 loss_bbox: 0.097556 loss_giou: 0.468556 loss_class_aux: 4.055577 loss_bbox_aux: 0.651307 loss_giou_aux: 2.919518 loss_class_dn: 0.327594 loss_bbox_dn: 0.095519 loss_giou_dn: 0.356170 loss_class_aux_dn: 1.767824 loss_bbox_aux_dn: 0.595018 loss_giou_aux_dn: 2.041718 loss: 14.136443 eta: 41 days, 15:28:56 batch_cost: 1.1077 data_cost: 0.0013 ips: 7.2219 images/s
[08/12 00:26:10] ppdet.engine INFO: Epoch: [11] [48500/54024] learning_rate: 0.000100 loss_class: 0.674136 loss_bbox: 0.099658 loss_giou: 0.488089 loss_class_aux: 4.168891 loss_bbox_aux: 0.647025 loss_giou_aux: 3.121007 loss_class_dn: 0.338489 loss_bbox_dn: 0.086860 loss_giou_dn: 0.370502 loss_class_aux_dn: 1.839511 loss_bbox_aux_dn: 0.549977 loss_giou_aux_dn: 2.130259 loss: 14.651914 eta: 41 days, 15:26:37 batch_cost: 1.0804 data_cost: 0.0013 ips: 7.4046 images/s
[08/12 00:28:08] ppdet.engine INFO: Epoch: [11] [48600/54024] learning_rate: 0.000100 loss_class: 0.680415 loss_bbox: 0.107193 loss_giou: 0.512782 loss_class_aux: 4.213401 loss_bbox_aux: 0.705076 loss_giou_aux: 3.182396 loss_class_dn: 0.354970 loss_bbox_dn: 0.092370 loss_giou_dn: 0.373612 loss_class_aux_dn: 1.925708 loss_bbox_aux_dn: 0.585616 loss_giou_aux_dn: 2.118571 loss: 15.518565 eta: 41 days, 15:25:04 batch_cost: 1.1256 data_cost: 0.0013 ips: 7.1076 images/s
[08/12 00:30:08] ppdet.engine INFO: Epoch: [11] [48700/54024] learning_rate: 0.000100 loss_class: 0.679292 loss_bbox: 0.107391 loss_giou: 0.444992 loss_class_aux: 4.191064 loss_bbox_aux: 0.675707 loss_giou_aux: 2.777905 loss_class_dn: 0.341249 loss_bbox_dn: 0.097178 loss_giou_dn: 0.342680 loss_class_aux_dn: 1.843582 loss_bbox_aux_dn: 0.616075 loss_giou_aux_dn: 2.009133 loss: 14.540331 eta: 41 days, 15:23:52 batch_cost: 1.1464 data_cost: 0.0013 ips: 6.9786 images/s
[08/12 00:32:01] ppdet.engine INFO: Epoch: [11] [48800/54024] learning_rate: 0.000100 loss_class: 0.686381 loss_bbox: 0.104722 loss_giou: 0.463585 loss_class_aux: 4.327699 loss_bbox_aux: 0.671841 loss_giou_aux: 2.931131 loss_class_dn: 0.327115 loss_bbox_dn: 0.094396 loss_giou_dn: 0.347498 loss_class_aux_dn: 1.789527 loss_bbox_aux_dn: 0.585006 loss_giou_aux_dn: 1.986844 loss: 14.017735 eta: 41 days, 15:21:32 batch_cost: 1.0795 data_cost: 0.0191 ips: 7.4108 images/s
[08/12 00:33:56] ppdet.engine INFO: Epoch: [11] [48900/54024] learning_rate: 0.000100 loss_class: 0.697492 loss_bbox: 0.107255 loss_giou: 0.486077 loss_class_aux: 4.331175 loss_bbox_aux: 0.701469 loss_giou_aux: 3.011368 loss_class_dn: 0.347207 loss_bbox_dn: 0.093526 loss_giou_dn: 0.370257 loss_class_aux_dn: 1.881817 loss_bbox_aux_dn: 0.603531 loss_giou_aux_dn: 2.113580 loss: 14.627722 eta: 41 days, 15:19:31 batch_cost: 1.0979 data_cost: 0.0247 ips: 7.2866 images/s
[08/12 00:35:50] ppdet.engine INFO: Epoch: [11] [49000/54024] learning_rate: 0.000100 loss_class: 0.700116 loss_bbox: 0.104211 loss_giou: 0.513843 loss_class_aux: 4.365037 loss_bbox_aux: 0.679179 loss_giou_aux: 3.206422 loss_class_dn: 0.362039 loss_bbox_dn: 0.092906 loss_giou_dn: 0.382720 loss_class_aux_dn: 1.956294 loss_bbox_aux_dn: 0.590303 loss_giou_aux_dn: 2.238822 loss: 15.598790 eta: 41 days, 15:17:13 batch_cost: 1.0821 data_cost: 0.0013 ips: 7.3928 images/s
[08/12 00:37:43] ppdet.engine INFO: Epoch: [11] [49100/54024] learning_rate: 0.000100 loss_class: 0.664188 loss_bbox: 0.106024 loss_giou: 0.455004 loss_class_aux: 4.115487 loss_bbox_aux: 0.675097 loss_giou_aux: 2.800728 loss_class_dn: 0.329628 loss_bbox_dn: 0.101258 loss_giou_dn: 0.359929 loss_class_aux_dn: 1.808075 loss_bbox_aux_dn: 0.615142 loss_giou_aux_dn: 2.047510 loss: 14.491191 eta: 41 days, 15:15:01 batch_cost: 1.0868 data_cost: 0.0014 ips: 7.3610 images/s
[08/12 00:39:37] ppdet.engine INFO: Epoch: [11] [49200/54024] learning_rate: 0.000100 loss_class: 0.677446 loss_bbox: 0.099637 loss_giou: 0.459953 loss_class_aux: 4.220064 loss_bbox_aux: 0.670513 loss_giou_aux: 2.812722 loss_class_dn: 0.334869 loss_bbox_dn: 0.090724 loss_giou_dn: 0.345497 loss_class_aux_dn: 1.822207 loss_bbox_aux_dn: 0.569325 loss_giou_aux_dn: 1.996485 loss: 14.623811 eta: 41 days, 15:12:46 batch_cost: 1.0846 data_cost: 0.0013 ips: 7.3758 images/s
[08/12 00:41:32] ppdet.engine INFO: Epoch: [11] [49300/54024] learning_rate: 0.000100 loss_class: 0.656335 loss_bbox: 0.098695 loss_giou: 0.454227 loss_class_aux: 4.049253 loss_bbox_aux: 0.664398 loss_giou_aux: 2.797769 loss_class_dn: 0.319710 loss_bbox_dn: 0.095880 loss_giou_dn: 0.338720 loss_class_aux_dn: 1.759967 loss_bbox_aux_dn: 0.592695 loss_giou_aux_dn: 1.959749 loss: 14.004970 eta: 41 days, 15:10:38 batch_cost: 1.0914 data_cost: 0.0021 ips: 7.3300 images/s
[08/12 00:43:31] ppdet.engine INFO: Epoch: [11] [49400/54024] learning_rate: 0.000100 loss_class: 0.702118 loss_bbox: 0.112785 loss_giou: 0.481040 loss_class_aux: 4.400709 loss_bbox_aux: 0.727175 loss_giou_aux: 2.982463 loss_class_dn: 0.337567 loss_bbox_dn: 0.105406 loss_giou_dn: 0.369403 loss_class_aux_dn: 1.843771 loss_bbox_aux_dn: 0.647921 loss_giou_aux_dn: 2.162473 loss: 14.654042 eta: 41 days, 15:09:23 batch_cost: 1.1432 data_cost: 0.0043 ips: 6.9976 images/s
[08/12 00:45:26] ppdet.engine INFO: Epoch: [11] [49500/54024] learning_rate: 0.000100 loss_class: 0.711790 loss_bbox: 0.114539 loss_giou: 0.486334 loss_class_aux: 4.429381 loss_bbox_aux: 0.740078 loss_giou_aux: 2.977275 loss_class_dn: 0.350383 loss_bbox_dn: 0.097183 loss_giou_dn: 0.361365 loss_class_aux_dn: 1.886532 loss_bbox_aux_dn: 0.622820 loss_giou_aux_dn: 2.082304 loss: 15.131011 eta: 41 days, 15:07:18 batch_cost: 1.0937 data_cost: 0.0188 ips: 7.3144 images/s
[08/12 00:47:19] ppdet.engine INFO: Epoch: [11] [49600/54024] learning_rate: 0.000100 loss_class: 0.687160 loss_bbox: 0.106309 loss_giou: 0.492116 loss_class_aux: 4.253847 loss_bbox_aux: 0.718074 loss_giou_aux: 3.117491 loss_class_dn: 0.344530 loss_bbox_dn: 0.099236 loss_giou_dn: 0.371844 loss_class_aux_dn: 1.870286 loss_bbox_aux_dn: 0.632916 loss_giou_aux_dn: 2.174402 loss: 15.066077 eta: 41 days, 15:04:53 batch_cost: 1.0749 data_cost: 0.0013 ips: 7.4423 images/s
[08/12 00:49:15] ppdet.engine INFO: Epoch: [11] [49700/54024] learning_rate: 0.000100 loss_class: 0.691669 loss_bbox: 0.103542 loss_giou: 0.494126 loss_class_aux: 4.292955 loss_bbox_aux: 0.692432 loss_giou_aux: 3.061973 loss_class_dn: 0.343151 loss_bbox_dn: 0.094317 loss_giou_dn: 0.375521 loss_class_aux_dn: 1.865600 loss_bbox_aux_dn: 0.575162 loss_giou_aux_dn: 2.171507 loss: 15.173318 eta: 41 days, 15:03:06 batch_cost: 1.1115 data_cost: 0.0014 ips: 7.1975 images/s
[08/12 00:51:13] ppdet.engine INFO: Epoch: [11] [49800/54024] learning_rate: 0.000100 loss_class: 0.698817 loss_bbox: 0.108564 loss_giou: 0.511440 loss_class_aux: 4.333422 loss_bbox_aux: 0.671744 loss_giou_aux: 3.192812 loss_class_dn: 0.354838 loss_bbox_dn: 0.094300 loss_giou_dn: 0.388137 loss_class_aux_dn: 1.914053 loss_bbox_aux_dn: 0.584496 loss_giou_aux_dn: 2.214763 loss: 15.297618 eta: 41 days, 15:01:36 batch_cost: 1.1286 data_cost: 0.0013 ips: 7.0887 images/s
[08/12 00:53:08] ppdet.engine INFO: Epoch: [11] [49900/54024] learning_rate: 0.000100 loss_class: 0.680941 loss_bbox: 0.108761 loss_giou: 0.525655 loss_class_aux: 4.282939 loss_bbox_aux: 0.706009 loss_giou_aux: 3.306233 loss_class_dn: 0.341072 loss_bbox_dn: 0.103387 loss_giou_dn: 0.377468 loss_class_aux_dn: 1.823202 loss_bbox_aux_dn: 0.637086 loss_giou_aux_dn: 2.150542 loss: 14.597071 eta: 41 days, 14:59:37 batch_cost: 1.0999 data_cost: 0.0014 ips: 7.2734 images/s
[08/12 00:55:12] ppdet.engine INFO: Epoch: [11] [50000/54024] learning_rate: 0.000100 loss_class: 0.665790 loss_bbox: 0.107883 loss_giou: 0.515400 loss_class_aux: 4.159787 loss_bbox_aux: 0.687067 loss_giou_aux: 3.221846 loss_class_dn: 0.337920 loss_bbox_dn: 0.096879 loss_giou_dn: 0.378496 loss_class_aux_dn: 1.819269 loss_bbox_aux_dn: 0.594641 loss_giou_aux_dn: 2.159835 loss: 14.727103 eta: 41 days, 14:59:03 batch_cost: 1.1837 data_cost: 0.0087 ips: 6.7587 images/s
[08/12 00:57:06] ppdet.engine INFO: Epoch: [11] [50100/54024] learning_rate: 0.000100 loss_class: 0.662891 loss_bbox: 0.104738 loss_giou: 0.459074 loss_class_aux: 4.116924 loss_bbox_aux: 0.669143 loss_giou_aux: 2.817287 loss_class_dn: 0.326795 loss_bbox_dn: 0.096436 loss_giou_dn: 0.335469 loss_class_aux_dn: 1.785204 loss_bbox_aux_dn: 0.593177 loss_giou_aux_dn: 1.913018 loss: 14.067851 eta: 41 days, 14:56:59 batch_cost: 1.0952 data_cost: 0.0013 ips: 7.3043 images/s
[08/12 00:59:03] ppdet.engine INFO: Epoch: [11] [50200/54024] learning_rate: 0.000100 loss_class: 0.701045 loss_bbox: 0.113041 loss_giou: 0.521609 loss_class_aux: 4.432560 loss_bbox_aux: 0.714740 loss_giou_aux: 3.251201 loss_class_dn: 0.358342 loss_bbox_dn: 0.092366 loss_giou_dn: 0.382244 loss_class_aux_dn: 1.966401 loss_bbox_aux_dn: 0.570079 loss_giou_aux_dn: 2.183291 loss: 15.500687 eta: 41 days, 14:55:17 batch_cost: 1.1168 data_cost: 0.0021 ips: 7.1634 images/s
[08/12 01:01:04] ppdet.engine INFO: Epoch: [11] [50300/54024] learning_rate: 0.000100 loss_class: 0.681020 loss_bbox: 0.102570 loss_giou: 0.457736 loss_class_aux: 4.346574 loss_bbox_aux: 0.665915 loss_giou_aux: 2.819006 loss_class_dn: 0.334796 loss_bbox_dn: 0.095326 loss_giou_dn: 0.346440 loss_class_aux_dn: 1.807624 loss_bbox_aux_dn: 0.575756 loss_giou_aux_dn: 1.978713 loss: 14.551517 eta: 41 days, 14:54:20 batch_cost: 1.1612 data_cost: 0.0015 ips: 6.8894 images/s
[08/12 01:02:56] ppdet.engine INFO: Epoch: [11] [50400/54024] learning_rate: 0.000100 loss_class: 0.706923 loss_bbox: 0.105192 loss_giou: 0.480273 loss_class_aux: 4.385602 loss_bbox_aux: 0.680439 loss_giou_aux: 2.940017 loss_class_dn: 0.344903 loss_bbox_dn: 0.098841 loss_giou_dn: 0.372016 loss_class_aux_dn: 1.886856 loss_bbox_aux_dn: 0.608364 loss_giou_aux_dn: 2.144143 loss: 14.982605 eta: 41 days, 14:51:47 batch_cost: 1.0667 data_cost: 0.0014 ips: 7.4994 images/s
[08/12 01:05:09] ppdet.engine INFO: Epoch: [11] [50500/54024] learning_rate: 0.000100 loss_class: 0.738571 loss_bbox: 0.110341 loss_giou: 0.498469 loss_class_aux: 4.660349 loss_bbox_aux: 0.728265 loss_giou_aux: 3.038892 loss_class_dn: 0.347806 loss_bbox_dn: 0.101948 loss_giou_dn: 0.373936 loss_class_aux_dn: 1.889161 loss_bbox_aux_dn: 0.627505 loss_giou_aux_dn: 2.151445 loss: 15.266277 eta: 41 days, 14:52:49 batch_cost: 1.2785 data_cost: 0.0013 ips: 6.2574 images/s
[08/12 01:06:59] ppdet.engine INFO: Epoch: [11] [50600/54024] learning_rate: 0.000100 loss_class: 0.694697 loss_bbox: 0.100832 loss_giou: 0.444264 loss_class_aux: 4.312455 loss_bbox_aux: 0.686796 loss_giou_aux: 2.759993 loss_class_dn: 0.341039 loss_bbox_dn: 0.099447 loss_giou_dn: 0.352125 loss_class_aux_dn: 1.839263 loss_bbox_aux_dn: 0.609582 loss_giou_aux_dn: 1.988280 loss: 14.576917 eta: 41 days, 14:50:01 batch_cost: 1.0517 data_cost: 0.0013 ips: 7.6070 images/s
[08/12 01:09:00] ppdet.engine INFO: Epoch: [11] [50700/54024] learning_rate: 0.000100 loss_class: 0.705467 loss_bbox: 0.109583 loss_giou: 0.515175 loss_class_aux: 4.394170 loss_bbox_aux: 0.705624 loss_giou_aux: 3.205644 loss_class_dn: 0.357015 loss_bbox_dn: 0.099955 loss_giou_dn: 0.400870 loss_class_aux_dn: 1.923423 loss_bbox_aux_dn: 0.624271 loss_giou_aux_dn: 2.266140 loss: 15.925050 eta: 41 days, 14:49:02 batch_cost: 1.1592 data_cost: 0.0013 ips: 6.9012 images/s
[08/12 01:10:58] ppdet.engine INFO: Epoch: [11] [50800/54024] learning_rate: 0.000100 loss_class: 0.715243 loss_bbox: 0.105521 loss_giou: 0.515113 loss_class_aux: 4.512825 loss_bbox_aux: 0.701059 loss_giou_aux: 3.208508 loss_class_dn: 0.361040 loss_bbox_dn: 0.101175 loss_giou_dn: 0.378582 loss_class_aux_dn: 1.998755 loss_bbox_aux_dn: 0.615915 loss_giou_aux_dn: 2.186858 loss: 15.687304 eta: 41 days, 14:47:37 batch_cost: 1.1340 data_cost: 0.0014 ips: 7.0548 images/s
[08/12 01:12:51] ppdet.engine INFO: Epoch: [11] [50900/54024] learning_rate: 0.000100 loss_class: 0.687001 loss_bbox: 0.109623 loss_giou: 0.530828 loss_class_aux: 4.203748 loss_bbox_aux: 0.711068 loss_giou_aux: 3.245651 loss_class_dn: 0.341423 loss_bbox_dn: 0.092289 loss_giou_dn: 0.368642 loss_class_aux_dn: 1.867919 loss_bbox_aux_dn: 0.579439 loss_giou_aux_dn: 2.151723 loss: 15.236696 eta: 41 days, 14:45:15 batch_cost: 1.0777 data_cost: 0.0013 ips: 7.4232 images/s
[08/12 01:14:50] ppdet.engine INFO: Epoch: [11] [51000/54024] learning_rate: 0.000100 loss_class: 0.741383 loss_bbox: 0.109393 loss_giou: 0.511844 loss_class_aux: 4.561780 loss_bbox_aux: 0.714204 loss_giou_aux: 3.190120 loss_class_dn: 0.359807 loss_bbox_dn: 0.100099 loss_giou_dn: 0.382832 loss_class_aux_dn: 1.935071 loss_bbox_aux_dn: 0.605145 loss_giou_aux_dn: 2.194607 loss: 15.262891 eta: 41 days, 14:43:49 batch_cost: 1.1321 data_cost: 0.0013 ips: 7.0665 images/s
[08/12 01:16:41] ppdet.engine INFO: Epoch: [11] [51100/54024] learning_rate: 0.000100 loss_class: 0.722087 loss_bbox: 0.104539 loss_giou: 0.498410 loss_class_aux: 4.413076 loss_bbox_aux: 0.700671 loss_giou_aux: 3.102445 loss_class_dn: 0.349426 loss_bbox_dn: 0.098301 loss_giou_dn: 0.382545 loss_class_aux_dn: 1.890308 loss_bbox_aux_dn: 0.595344 loss_giou_aux_dn: 2.188585 loss: 14.907704 eta: 41 days, 14:41:07 batch_cost: 1.0580 data_cost: 0.0013 ips: 7.5617 images/s
[08/12 01:18:41] ppdet.engine INFO: Epoch: [11] [51200/54024] learning_rate: 0.000100 loss_class: 0.707656 loss_bbox: 0.097743 loss_giou: 0.476634 loss_class_aux: 4.255429 loss_bbox_aux: 0.642781 loss_giou_aux: 2.949265 loss_class_dn: 0.333535 loss_bbox_dn: 0.094234 loss_giou_dn: 0.345177 loss_class_aux_dn: 1.808326 loss_bbox_aux_dn: 0.582334 loss_giou_aux_dn: 2.008667 loss: 14.249271 eta: 41 days, 14:40:01 batch_cost: 1.1524 data_cost: 0.0014 ips: 6.9423 images/s
[08/12 01:20:33] ppdet.engine INFO: Epoch: [11] [51300/54024] learning_rate: 0.000100 loss_class: 0.698994 loss_bbox: 0.104378 loss_giou: 0.484301 loss_class_aux: 4.211215 loss_bbox_aux: 0.674351 loss_giou_aux: 3.025298 loss_class_dn: 0.355631 loss_bbox_dn: 0.095083 loss_giou_dn: 0.369864 loss_class_aux_dn: 1.902142 loss_bbox_aux_dn: 0.602737 loss_giou_aux_dn: 2.142169 loss: 15.211315 eta: 41 days, 14:37:35 batch_cost: 1.0731 data_cost: 0.0014 ips: 7.4550 images/s
[08/12 01:22:27] ppdet.engine INFO: Epoch: [11] [51400/54024] learning_rate: 0.000100 loss_class: 0.693645 loss_bbox: 0.107290 loss_giou: 0.488699 loss_class_aux: 4.315619 loss_bbox_aux: 0.724270 loss_giou_aux: 2.997675 loss_class_dn: 0.342086 loss_bbox_dn: 0.100758 loss_giou_dn: 0.360618 loss_class_aux_dn: 1.847988 loss_bbox_aux_dn: 0.609655 loss_giou_aux_dn: 2.067395 loss: 14.814138 eta: 41 days, 14:35:15 batch_cost: 1.0797 data_cost: 0.0245 ips: 7.4091 images/s
[08/12 01:24:27] ppdet.engine INFO: Epoch: [11] [51500/54024] learning_rate: 0.000100 loss_class: 0.704658 loss_bbox: 0.105225 loss_giou: 0.511229 loss_class_aux: 4.296741 loss_bbox_aux: 0.695935 loss_giou_aux: 3.242041 loss_class_dn: 0.363009 loss_bbox_dn: 0.092865 loss_giou_dn: 0.378515 loss_class_aux_dn: 1.950430 loss_bbox_aux_dn: 0.581565 loss_giou_aux_dn: 2.186658 loss: 15.781466 eta: 41 days, 14:34:10 batch_cost: 1.1530 data_cost: 0.0013 ips: 6.9382 images/s
[08/12 01:26:19] ppdet.engine INFO: Epoch: [11] [51600/54024] learning_rate: 0.000100 loss_class: 0.675753 loss_bbox: 0.099397 loss_giou: 0.480791 loss_class_aux: 4.259568 loss_bbox_aux: 0.655943 loss_giou_aux: 2.996567 loss_class_dn: 0.336810 loss_bbox_dn: 0.090651 loss_giou_dn: 0.368944 loss_class_aux_dn: 1.808005 loss_bbox_aux_dn: 0.565537 loss_giou_aux_dn: 2.110148 loss: 14.507151 eta: 41 days, 14:31:39 batch_cost: 1.0688 data_cost: 0.0063 ips: 7.4852 images/s
[08/12 01:28:10] ppdet.engine INFO: Epoch: [11] [51700/54024] learning_rate: 0.000100 loss_class: 0.719180 loss_bbox: 0.103757 loss_giou: 0.489264 loss_class_aux: 4.422816 loss_bbox_aux: 0.659107 loss_giou_aux: 3.047825 loss_class_dn: 0.345240 loss_bbox_dn: 0.092598 loss_giou_dn: 0.376169 loss_class_aux_dn: 1.872538 loss_bbox_aux_dn: 0.568499 loss_giou_aux_dn: 2.140532 loss: 15.293352 eta: 41 days, 14:29:01 batch_cost: 1.0609 data_cost: 0.0013 ips: 7.5408 images/s
[08/12 01:30:12] ppdet.engine INFO: Epoch: [11] [51800/54024] learning_rate: 0.000100 loss_class: 0.703100 loss_bbox: 0.103754 loss_giou: 0.524169 loss_class_aux: 4.386519 loss_bbox_aux: 0.718424 loss_giou_aux: 3.285981 loss_class_dn: 0.363707 loss_bbox_dn: 0.097001 loss_giou_dn: 0.393906 loss_class_aux_dn: 1.964835 loss_bbox_aux_dn: 0.593669 loss_giou_aux_dn: 2.244758 loss: 15.612019 eta: 41 days, 14:28:05 batch_cost: 1.1634 data_cost: 0.0165 ips: 6.8765 images/s
[08/12 01:32:10] ppdet.engine INFO: Epoch: [11] [51900/54024] learning_rate: 0.000100 loss_class: 0.685642 loss_bbox: 0.105604 loss_giou: 0.556031 loss_class_aux: 4.223143 loss_bbox_aux: 0.701763 loss_giou_aux: 3.437946 loss_class_dn: 0.357675 loss_bbox_dn: 0.090534 loss_giou_dn: 0.394729 loss_class_aux_dn: 1.909674 loss_bbox_aux_dn: 0.563261 loss_giou_aux_dn: 2.248027 loss: 15.456651 eta: 41 days, 14:26:32 batch_cost: 1.1254 data_cost: 0.0019 ips: 7.1083 images/s
[08/12 01:34:07] ppdet.engine INFO: Epoch: [11] [52000/54024] learning_rate: 0.000100 loss_class: 0.673837 loss_bbox: 0.108390 loss_giou: 0.499658 loss_class_aux: 4.239096 loss_bbox_aux: 0.710285 loss_giou_aux: 3.139461 loss_class_dn: 0.348974 loss_bbox_dn: 0.095972 loss_giou_dn: 0.380702 loss_class_aux_dn: 1.902279 loss_bbox_aux_dn: 0.595167 loss_giou_aux_dn: 2.150791 loss: 15.138167 eta: 41 days, 14:24:58 batch_cost: 1.1247 data_cost: 0.0013 ips: 7.1131 images/s
[08/12 01:36:08] ppdet.engine INFO: Epoch: [11] [52100/54024] learning_rate: 0.000100 loss_class: 0.647996 loss_bbox: 0.101220 loss_giou: 0.431214 loss_class_aux: 4.071136 loss_bbox_aux: 0.668838 loss_giou_aux: 2.674636 loss_class_dn: 0.324719 loss_bbox_dn: 0.093955 loss_giou_dn: 0.329067 loss_class_aux_dn: 1.756482 loss_bbox_aux_dn: 0.592483 loss_giou_aux_dn: 1.883116 loss: 13.837085 eta: 41 days, 14:23:52 batch_cost: 1.1532 data_cost: 0.0013 ips: 6.9375 images/s
[08/12 01:38:00] ppdet.engine INFO: Epoch: [11] [52200/54024] learning_rate: 0.000100 loss_class: 0.661790 loss_bbox: 0.101789 loss_giou: 0.494300 loss_class_aux: 4.130018 loss_bbox_aux: 0.661695 loss_giou_aux: 3.049481 loss_class_dn: 0.344259 loss_bbox_dn: 0.091757 loss_giou_dn: 0.372514 loss_class_aux_dn: 1.856624 loss_bbox_aux_dn: 0.568001 loss_giou_aux_dn: 2.122222 loss: 14.778865 eta: 41 days, 14:21:23 batch_cost: 1.0694 data_cost: 0.0013 ips: 7.4811 images/s
[08/12 01:40:04] ppdet.engine INFO: Epoch: [11] [52300/54024] learning_rate: 0.000100 loss_class: 0.725606 loss_bbox: 0.112775 loss_giou: 0.501011 loss_class_aux: 4.548432 loss_bbox_aux: 0.752880 loss_giou_aux: 3.160113 loss_class_dn: 0.365754 loss_bbox_dn: 0.098166 loss_giou_dn: 0.393960 loss_class_aux_dn: 1.949647 loss_bbox_aux_dn: 0.615177 loss_giou_aux_dn: 2.246268 loss: 15.854725 eta: 41 days, 14:20:45 batch_cost: 1.1807 data_cost: 0.0014 ips: 6.7755 images/s
[08/12 01:42:02] ppdet.engine INFO: Epoch: [11] [52400/54024] learning_rate: 0.000100 loss_class: 0.692919 loss_bbox: 0.105293 loss_giou: 0.476229 loss_class_aux: 4.217178 loss_bbox_aux: 0.670561 loss_giou_aux: 2.937525 loss_class_dn: 0.327753 loss_bbox_dn: 0.097051 loss_giou_dn: 0.362467 loss_class_aux_dn: 1.801896 loss_bbox_aux_dn: 0.589881 loss_giou_aux_dn: 2.040886 loss: 14.341767 eta: 41 days, 14:19:14 batch_cost: 1.1278 data_cost: 0.0013 ips: 7.0933 images/s
[08/12 01:44:11] ppdet.engine INFO: Epoch: [11] [52500/54024] learning_rate: 0.000100 loss_class: 0.726204 loss_bbox: 0.108690 loss_giou: 0.525522 loss_class_aux: 4.520245 loss_bbox_aux: 0.699297 loss_giou_aux: 3.317240 loss_class_dn: 0.361078 loss_bbox_dn: 0.099806 loss_giou_dn: 0.389769 loss_class_aux_dn: 1.956907 loss_bbox_aux_dn: 0.595793 loss_giou_aux_dn: 2.263593 loss: 15.619927 eta: 41 days, 14:19:31 batch_cost: 1.2355 data_cost: 0.0013 ips: 6.4751 images/s
[08/12 01:46:08] ppdet.engine INFO: Epoch: [11] [52600/54024] learning_rate: 0.000100 loss_class: 0.709561 loss_bbox: 0.108733 loss_giou: 0.518640 loss_class_aux: 4.349671 loss_bbox_aux: 0.687034 loss_giou_aux: 3.252279 loss_class_dn: 0.353383 loss_bbox_dn: 0.097660 loss_giou_dn: 0.380741 loss_class_aux_dn: 1.877199 loss_bbox_aux_dn: 0.591925 loss_giou_aux_dn: 2.173397 loss: 15.414452 eta: 41 days, 14:17:48 batch_cost: 1.1165 data_cost: 0.0069 ips: 7.1656 images/s
[08/12 01:48:04] ppdet.engine INFO: Epoch: [11] [52700/54024] learning_rate: 0.000100 loss_class: 0.674414 loss_bbox: 0.109072 loss_giou: 0.432099 loss_class_aux: 4.163163 loss_bbox_aux: 0.715844 loss_giou_aux: 2.698126 loss_class_dn: 0.332329 loss_bbox_dn: 0.101089 loss_giou_dn: 0.341214 loss_class_aux_dn: 1.796194 loss_bbox_aux_dn: 0.614267 loss_giou_aux_dn: 1.944009 loss: 14.567400 eta: 41 days, 14:16:05 batch_cost: 1.1163 data_cost: 0.0013 ips: 7.1667 images/s
[08/12 01:50:02] ppdet.engine INFO: Epoch: [11] [52800/54024] learning_rate: 0.000100 loss_class: 0.661650 loss_bbox: 0.101983 loss_giou: 0.453498 loss_class_aux: 4.091869 loss_bbox_aux: 0.667830 loss_giou_aux: 2.811206 loss_class_dn: 0.323067 loss_bbox_dn: 0.095982 loss_giou_dn: 0.345624 loss_class_aux_dn: 1.767475 loss_bbox_aux_dn: 0.585343 loss_giou_aux_dn: 1.995927 loss: 14.348951 eta: 41 days, 14:14:26 batch_cost: 1.1195 data_cost: 0.0014 ips: 7.1458 images/s
[08/12 01:52:04] ppdet.engine INFO: Epoch: [11] [52900/54024] learning_rate: 0.000100 loss_class: 0.722024 loss_bbox: 0.104428 loss_giou: 0.504055 loss_class_aux: 4.514434 loss_bbox_aux: 0.697361 loss_giou_aux: 3.120023 loss_class_dn: 0.360851 loss_bbox_dn: 0.092741 loss_giou_dn: 0.382781 loss_class_aux_dn: 1.946912 loss_bbox_aux_dn: 0.571623 loss_giou_aux_dn: 2.203183 loss: 15.497990 eta: 41 days, 14:13:35 batch_cost: 1.1677 data_cost: 0.0561 ips: 6.8513 images/s
[08/12 01:53:58] ppdet.engine INFO: Epoch: [11] [53000/54024] learning_rate: 0.000100 loss_class: 0.665544 loss_bbox: 0.100908 loss_giou: 0.470689 loss_class_aux: 4.161369 loss_bbox_aux: 0.656626 loss_giou_aux: 2.858763 loss_class_dn: 0.330957 loss_bbox_dn: 0.097775 loss_giou_dn: 0.372481 loss_class_aux_dn: 1.813601 loss_bbox_aux_dn: 0.605533 loss_giou_aux_dn: 2.135508 loss: 14.273788 eta: 41 days, 14:11:26 batch_cost: 1.0903 data_cost: 0.0120 ips: 7.3377 images/s
[08/12 01:55:49] ppdet.engine INFO: Epoch: [11] [53100/54024] learning_rate: 0.000100 loss_class: 0.705731 loss_bbox: 0.105183 loss_giou: 0.487450 loss_class_aux: 4.397930 loss_bbox_aux: 0.685745 loss_giou_aux: 3.027212 loss_class_dn: 0.346973 loss_bbox_dn: 0.090888 loss_giou_dn: 0.370453 loss_class_aux_dn: 1.883674 loss_bbox_aux_dn: 0.557947 loss_giou_aux_dn: 2.122672 loss: 14.975907 eta: 41 days, 14:08:49 batch_cost: 1.0623 data_cost: 0.0013 ips: 7.5309 images/s
[08/12 01:57:43] ppdet.engine INFO: Epoch: [11] [53200/54024] learning_rate: 0.000100 loss_class: 0.686418 loss_bbox: 0.109707 loss_giou: 0.463541 loss_class_aux: 4.279696 loss_bbox_aux: 0.718024 loss_giou_aux: 2.874084 loss_class_dn: 0.336971 loss_bbox_dn: 0.097137 loss_giou_dn: 0.356673 loss_class_aux_dn: 1.841120 loss_bbox_aux_dn: 0.602667 loss_giou_aux_dn: 2.031976 loss: 14.646251 eta: 41 days, 14:06:35 batch_cost: 1.0857 data_cost: 0.0013 ips: 7.3687 images/s
[08/12 01:59:39] ppdet.engine INFO: Epoch: [11] [53300/54024] learning_rate: 0.000100 loss_class: 0.705856 loss_bbox: 0.107805 loss_giou: 0.510670 loss_class_aux: 4.357205 loss_bbox_aux: 0.702052 loss_giou_aux: 3.172821 loss_class_dn: 0.349502 loss_bbox_dn: 0.096543 loss_giou_dn: 0.389207 loss_class_aux_dn: 1.879535 loss_bbox_aux_dn: 0.589321 loss_giou_aux_dn: 2.177686 loss: 14.981654 eta: 41 days, 14:04:46 batch_cost: 1.1091 data_cost: 0.0013 ips: 7.2128 images/s
[08/12 02:01:32] ppdet.engine INFO: Epoch: [11] [53400/54024] learning_rate: 0.000100 loss_class: 0.707611 loss_bbox: 0.113096 loss_giou: 0.504444 loss_class_aux: 4.372932 loss_bbox_aux: 0.735836 loss_giou_aux: 3.143344 loss_class_dn: 0.358844 loss_bbox_dn: 0.101885 loss_giou_dn: 0.380186 loss_class_aux_dn: 1.935565 loss_bbox_aux_dn: 0.615362 loss_giou_aux_dn: 2.203148 loss: 15.244834 eta: 41 days, 14:02:25 batch_cost: 1.0783 data_cost: 0.0117 ips: 7.4193 images/s
[08/12 02:03:29] ppdet.engine INFO: Epoch: [11] [53500/54024] learning_rate: 0.000100 loss_class: 0.717472 loss_bbox: 0.109567 loss_giou: 0.506367 loss_class_aux: 4.439418 loss_bbox_aux: 0.731669 loss_giou_aux: 3.214325 loss_class_dn: 0.351382 loss_bbox_dn: 0.091164 loss_giou_dn: 0.396226 loss_class_aux_dn: 1.871144 loss_bbox_aux_dn: 0.574048 loss_giou_aux_dn: 2.196924 loss: 15.304146 eta: 41 days, 14:00:49 batch_cost: 1.1231 data_cost: 0.0013 ips: 7.1233 images/s
[08/12 02:05:21] ppdet.engine INFO: Epoch: [11] [53600/54024] learning_rate: 0.000100 loss_class: 0.708492 loss_bbox: 0.101632 loss_giou: 0.436608 loss_class_aux: 4.334308 loss_bbox_aux: 0.683188 loss_giou_aux: 2.739496 loss_class_dn: 0.334756 loss_bbox_dn: 0.099446 loss_giou_dn: 0.342261 loss_class_aux_dn: 1.830868 loss_bbox_aux_dn: 0.620045 loss_giou_aux_dn: 1.984936 loss: 14.331564 eta: 41 days, 13:58:14 batch_cost: 1.0641 data_cost: 0.0226 ips: 7.5182 images/s
[08/12 02:07:18] ppdet.engine INFO: Epoch: [11] [53700/54024] learning_rate: 0.000100 loss_class: 0.677163 loss_bbox: 0.107618 loss_giou: 0.462496 loss_class_aux: 4.228757 loss_bbox_aux: 0.697295 loss_giou_aux: 2.895817 loss_class_dn: 0.343709 loss_bbox_dn: 0.101949 loss_giou_dn: 0.359614 loss_class_aux_dn: 1.849733 loss_bbox_aux_dn: 0.631130 loss_giou_aux_dn: 2.073263 loss: 14.917254 eta: 41 days, 13:56:37 batch_cost: 1.1225 data_cost: 0.0013 ips: 7.1272 images/s
[08/12 02:09:16] ppdet.engine INFO: Epoch: [11] [53800/54024] learning_rate: 0.000100 loss_class: 0.689084 loss_bbox: 0.109807 loss_giou: 0.523269 loss_class_aux: 4.294727 loss_bbox_aux: 0.716065 loss_giou_aux: 3.246534 loss_class_dn: 0.358146 loss_bbox_dn: 0.092755 loss_giou_dn: 0.372568 loss_class_aux_dn: 1.942743 loss_bbox_aux_dn: 0.575259 loss_giou_aux_dn: 2.142803 loss: 15.309210 eta: 41 days, 13:55:09 batch_cost: 1.1313 data_cost: 0.0013 ips: 7.0716 images/s
[08/12 02:11:09] ppdet.engine INFO: Epoch: [11] [53900/54024] learning_rate: 0.000100 loss_class: 0.693266 loss_bbox: 0.109879 loss_giou: 0.455832 loss_class_aux: 4.343528 loss_bbox_aux: 0.714233 loss_giou_aux: 2.832193 loss_class_dn: 0.331505 loss_bbox_dn: 0.096719 loss_giou_dn: 0.347681 loss_class_aux_dn: 1.807005 loss_bbox_aux_dn: 0.610742 loss_giou_aux_dn: 1.959242 loss: 14.353810 eta: 41 days, 13:52:46 batch_cost: 1.0755 data_cost: 0.0013 ips: 7.4384 images/s
[08/12 02:13:17] ppdet.engine INFO: Epoch: [11] [54000/54024] learning_rate: 0.000100 loss_class: 0.696714 loss_bbox: 0.100746 loss_giou: 0.445447 loss_class_aux: 4.330478 loss_bbox_aux: 0.644440 loss_giou_aux: 2.783296 loss_class_dn: 0.336038 loss_bbox_dn: 0.092108 loss_giou_dn: 0.346222 loss_class_aux_dn: 1.807555 loss_bbox_aux_dn: 0.571577 loss_giou_aux_dn: 2.006271 loss: 14.326395 eta: 41 days, 13:52:57 batch_cost: 1.2304 data_cost: 0.0014 ips: 6.5018 images/s
[08/12 02:13:56] ppdet.utils.checkpoint INFO: Save checkpoint: output/rtdetr_r101vd_6x_coco
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[08/12 03:03:55] ppdet.metrics.metrics INFO: The bbox result is saved to bbox.json.
loading annotations into memory...
Done (t=5.39s)
creating index...
index created!
[08/12 03:04:01] ppdet.metrics.coco_utils INFO: Start evaluate...
Loading and preparing results...
DONE (t=243.57s)
creating index...
index created!
Running per image evaluation...
Evaluate annotation type *bbox*
DONE (t=2666.62s).
Accumulating evaluation results...
DONE (t=861.15s).
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.368
 Average Precision  (AP) @[ IoU=0.50      | area=   all | maxDets=100 ] = 0.483
 Average Precision  (AP) @[ IoU=0.75      | area=   all | maxDets=100 ] = 0.400
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.170
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.355
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.509
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=  1 ] = 0.297
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets= 10 ] = 0.574
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.620
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.376
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.625
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.782
[08/12 04:08:40] ppdet.engine INFO: Total sample number: 80000, average FPS: 29.85630242100747
[08/12 04:08:40] ppdet.engine INFO: Best test bbox ap is 0.368.
[08/12 04:08:46] ppdet.utils.checkpoint INFO: Save checkpoint: output/rtdetr_r101vd_6x_coco
[08/12 04:08:57] ppdet.engine INFO: Epoch: [12] [    0/54024] learning_rate: 0.000100 loss_class: 0.696714 loss_bbox: 0.103018 loss_giou: 0.472139 loss_class_aux: 4.303171 loss_bbox_aux: 0.674193 loss_giou_aux: 2.909137 loss_class_dn: 0.342925 loss_bbox_dn: 0.093080 loss_giou_dn: 0.368873 loss_class_aux_dn: 1.845808 loss_bbox_aux_dn: 0.568788 loss_giou_aux_dn: 2.120284 loss: 14.515778 eta: 41 days, 13:52:15 batch_cost: 1.1981 data_cost: 0.0022 ips: 6.6773 images/s
[08/12 04:11:10] ppdet.engine INFO: Epoch: [12] [  100/54024] learning_rate: 0.000100 loss_class: 0.668508 loss_bbox: 0.106874 loss_giou: 0.524790 loss_class_aux: 4.188315 loss_bbox_aux: 0.710529 loss_giou_aux: 3.268662 loss_class_dn: 0.348902 loss_bbox_dn: 0.095455 loss_giou_dn: 0.393517 loss_class_aux_dn: 1.862664 loss_bbox_aux_dn: 0.583189 loss_giou_aux_dn: 2.247880 loss: 15.217501 eta: 41 days, 13:53:07 batch_cost: 1.2717 data_cost: 0.1631 ips: 6.2907 images/s
[08/12 04:13:12] ppdet.engine INFO: Epoch: [12] [  200/54024] learning_rate: 0.000100 loss_class: 0.679488 loss_bbox: 0.106521 loss_giou: 0.476510 loss_class_aux: 4.169537 loss_bbox_aux: 0.692163 loss_giou_aux: 3.000246 loss_class_dn: 0.332446 loss_bbox_dn: 0.100896 loss_giou_dn: 0.352217 loss_class_aux_dn: 1.833298 loss_bbox_aux_dn: 0.639658 loss_giou_aux_dn: 2.042950 loss: 14.494638 eta: 41 days, 13:52:08 batch_cost: 1.1596 data_cost: 0.0395 ips: 6.8988 images/s
[08/12 04:15:05] ppdet.engine INFO: Epoch: [12] [  300/54024] learning_rate: 0.000100 loss_class: 0.667921 loss_bbox: 0.106885 loss_giou: 0.493690 loss_class_aux: 4.150137 loss_bbox_aux: 0.698190 loss_giou_aux: 3.049533 loss_class_dn: 0.348524 loss_bbox_dn: 0.101954 loss_giou_dn: 0.369661 loss_class_aux_dn: 1.872147 loss_bbox_aux_dn: 0.630834 loss_giou_aux_dn: 2.140807 loss: 15.229384 eta: 41 days, 13:49:53 batch_cost: 1.0843 data_cost: 0.0014 ips: 7.3777 images/s
[08/12 04:16:59] ppdet.engine INFO: Epoch: [12] [  400/54024] learning_rate: 0.000100 loss_class: 0.687639 loss_bbox: 0.100703 loss_giou: 0.401584 loss_class_aux: 4.174242 loss_bbox_aux: 0.667438 loss_giou_aux: 2.526274 loss_class_dn: 0.325363 loss_bbox_dn: 0.101632 loss_giou_dn: 0.330130 loss_class_aux_dn: 1.764473 loss_bbox_aux_dn: 0.625193 loss_giou_aux_dn: 1.874620 loss: 13.957487 eta: 41 days, 13:47:34 batch_cost: 1.0797 data_cost: 0.0014 ips: 7.4092 images/s
[08/12 04:19:00] ppdet.engine INFO: Epoch: [12] [  500/54024] learning_rate: 0.000100 loss_class: 0.668771 loss_bbox: 0.103345 loss_giou: 0.503220 loss_class_aux: 4.095984 loss_bbox_aux: 0.688507 loss_giou_aux: 3.098638 loss_class_dn: 0.344338 loss_bbox_dn: 0.092650 loss_giou_dn: 0.391720 loss_class_aux_dn: 1.847042 loss_bbox_aux_dn: 0.574455 loss_giou_aux_dn: 2.213737 loss: 14.932496 eta: 41 days, 13:46:30 batch_cost: 1.1557 data_cost: 0.0014 ips: 6.9219 images/s
[08/12 04:21:06] ppdet.engine INFO: Epoch: [12] [  600/54024] learning_rate: 0.000100 loss_class: 0.669008 loss_bbox: 0.107414 loss_giou: 0.483157 loss_class_aux: 4.172053 loss_bbox_aux: 0.699048 loss_giou_aux: 3.020910 loss_class_dn: 0.336028 loss_bbox_dn: 0.097475 loss_giou_dn: 0.355744 loss_class_aux_dn: 1.822036 loss_bbox_aux_dn: 0.600563 loss_giou_aux_dn: 2.046536 loss: 14.275236 eta: 41 days, 13:46:14 batch_cost: 1.2029 data_cost: 0.1052 ips: 6.6509 images/s
[08/12 04:23:05] ppdet.engine INFO: Epoch: [12] [  700/54024] learning_rate: 0.000100 loss_class: 0.743114 loss_bbox: 0.111396 loss_giou: 0.496127 loss_class_aux: 4.613538 loss_bbox_aux: 0.716200 loss_giou_aux: 3.070912 loss_class_dn: 0.350931 loss_bbox_dn: 0.093800 loss_giou_dn: 0.381877 loss_class_aux_dn: 1.919004 loss_bbox_aux_dn: 0.589133 loss_giou_aux_dn: 2.169379 loss: 15.488873 eta: 41 days, 13:44:59 batch_cost: 1.1443 data_cost: 0.0191 ips: 6.9909 images/s
[08/12 04:25:09] ppdet.engine INFO: Epoch: [12] [  800/54024] learning_rate: 0.000100 loss_class: 0.696738 loss_bbox: 0.102338 loss_giou: 0.504695 loss_class_aux: 4.350592 loss_bbox_aux: 0.679760 loss_giou_aux: 3.087127 loss_class_dn: 0.353719 loss_bbox_dn: 0.093001 loss_giou_dn: 0.362572 loss_class_aux_dn: 1.923502 loss_bbox_aux_dn: 0.571130 loss_giou_aux_dn: 2.095205 loss: 15.346713 eta: 41 days, 13:44:26 batch_cost: 1.1870 data_cost: 0.0014 ips: 6.7398 images/s
[08/12 04:27:03] ppdet.engine INFO: Epoch: [12] [  900/54024] learning_rate: 0.000100 loss_class: 0.708109 loss_bbox: 0.101032 loss_giou: 0.553045 loss_class_aux: 4.319768 loss_bbox_aux: 0.676434 loss_giou_aux: 3.409090 loss_class_dn: 0.354122 loss_bbox_dn: 0.093461 loss_giou_dn: 0.400994 loss_class_aux_dn: 1.933249 loss_bbox_aux_dn: 0.571513 loss_giou_aux_dn: 2.266481 loss: 15.133778 eta: 41 days, 13:42:08 batch_cost: 1.0806 data_cost: 0.0014 ips: 7.4035 images/s
[08/12 04:29:03] ppdet.engine INFO: Epoch: [12] [ 1000/54024] learning_rate: 0.000100 loss_class: 0.726376 loss_bbox: 0.110518 loss_giou: 0.455363 loss_class_aux: 4.462104 loss_bbox_aux: 0.735236 loss_giou_aux: 2.901231 loss_class_dn: 0.341440 loss_bbox_dn: 0.104932 loss_giou_dn: 0.361783 loss_class_aux_dn: 1.827242 loss_bbox_aux_dn: 0.661971 loss_giou_aux_dn: 2.084151 loss: 15.252765 eta: 41 days, 13:41:00 batch_cost: 1.1520 data_cost: 0.0347 ips: 6.9447 images/s
[08/12 04:31:05] ppdet.engine INFO: Epoch: [12] [ 1100/54024] learning_rate: 0.000100 loss_class: 0.663877 loss_bbox: 0.104545 loss_giou: 0.466913 loss_class_aux: 4.106873 loss_bbox_aux: 0.679366 loss_giou_aux: 2.882110 loss_class_dn: 0.321506 loss_bbox_dn: 0.090665 loss_giou_dn: 0.345832 loss_class_aux_dn: 1.737191 loss_bbox_aux_dn: 0.564099 loss_giou_aux_dn: 2.019337 loss: 14.100983 eta: 41 days, 13:40:12 batch_cost: 1.1710 data_cost: 0.0987 ips: 6.8319 images/s
[08/12 04:33:26] ppdet.engine INFO: Epoch: [12] [ 1200/54024] learning_rate: 0.000100 loss_class: 0.713437 loss_bbox: 0.106356 loss_giou: 0.489374 loss_class_aux: 4.395461 loss_bbox_aux: 0.681995 loss_giou_aux: 3.082909 loss_class_dn: 0.333017 loss_bbox_dn: 0.097016 loss_giou_dn: 0.374759 loss_class_aux_dn: 1.817307 loss_bbox_aux_dn: 0.599460 loss_giou_aux_dn: 2.179251 loss: 14.939554 eta: 41 days, 13:42:28 batch_cost: 1.3568 data_cost: 0.0040 ips: 5.8963 images/s
[08/12 04:35:22] ppdet.engine INFO: Epoch: [12] [ 1300/54024] learning_rate: 0.000100 loss_class: 0.698927 loss_bbox: 0.104285 loss_giou: 0.461861 loss_class_aux: 4.281761 loss_bbox_aux: 0.688627 loss_giou_aux: 2.839491 loss_class_dn: 0.342179 loss_bbox_dn: 0.101595 loss_giou_dn: 0.367679 loss_class_aux_dn: 1.851481 loss_bbox_aux_dn: 0.598060 loss_giou_aux_dn: 2.101582 loss: 14.741391 eta: 41 days, 13:40:30 batch_cost: 1.1007 data_cost: 0.0013 ips: 7.2684 images/s
[08/12 04:37:25] ppdet.engine INFO: Epoch: [12] [ 1400/54024] learning_rate: 0.000100 loss_class: 0.714681 loss_bbox: 0.105736 loss_giou: 0.518328 loss_class_aux: 4.419550 loss_bbox_aux: 0.678297 loss_giou_aux: 3.190170 loss_class_dn: 0.364320 loss_bbox_dn: 0.097345 loss_giou_dn: 0.387288 loss_class_aux_dn: 1.963557 loss_bbox_aux_dn: 0.624540 loss_giou_aux_dn: 2.254307 loss: 15.637002 eta: 41 days, 13:39:51 batch_cost: 1.1803 data_cost: 0.0013 ips: 6.7777 images/s
[08/12 04:39:36] ppdet.engine INFO: Epoch: [12] [ 1500/54024] learning_rate: 0.000100 loss_class: 0.663114 loss_bbox: 0.102701 loss_giou: 0.472873 loss_class_aux: 4.035398 loss_bbox_aux: 0.668856 loss_giou_aux: 2.974708 loss_class_dn: 0.320323 loss_bbox_dn: 0.090595 loss_giou_dn: 0.346977 loss_class_aux_dn: 1.722181 loss_bbox_aux_dn: 0.573961 loss_giou_aux_dn: 2.013724 loss: 13.865404 eta: 41 days, 13:40:26 batch_cost: 1.2556 data_cost: 0.1616 ips: 6.3715 images/s
[08/12 04:41:33] ppdet.engine INFO: Epoch: [12] [ 1600/54024] learning_rate: 0.000100 loss_class: 0.693826 loss_bbox: 0.104169 loss_giou: 0.472740 loss_class_aux: 4.321664 loss_bbox_aux: 0.666143 loss_giou_aux: 2.954269 loss_class_dn: 0.334474 loss_bbox_dn: 0.086546 loss_giou_dn: 0.354884 loss_class_aux_dn: 1.832014 loss_bbox_aux_dn: 0.534348 loss_giou_aux_dn: 2.027506 loss: 14.720631 eta: 41 days, 13:38:42 batch_cost: 1.1155 data_cost: 0.0013 ips: 7.1718 images/s
[08/12 04:43:30] ppdet.engine INFO: Epoch: [12] [ 1700/54024] learning_rate: 0.000100 loss_class: 0.720000 loss_bbox: 0.112951 loss_giou: 0.469197 loss_class_aux: 4.460990 loss_bbox_aux: 0.728094 loss_giou_aux: 2.957488 loss_class_dn: 0.346645 loss_bbox_dn: 0.102389 loss_giou_dn: 0.365326 loss_class_aux_dn: 1.902598 loss_bbox_aux_dn: 0.642301 loss_giou_aux_dn: 2.093969 loss: 14.926301 eta: 41 days, 13:37:00 batch_cost: 1.1170 data_cost: 0.0013 ips: 7.1623 images/s
[08/12 04:45:33] ppdet.engine INFO: Epoch: [12] [ 1800/54024] learning_rate: 0.000100 loss_class: 0.712996 loss_bbox: 0.108255 loss_giou: 0.514075 loss_class_aux: 4.401139 loss_bbox_aux: 0.709065 loss_giou_aux: 3.156073 loss_class_dn: 0.345807 loss_bbox_dn: 0.097723 loss_giou_dn: 0.378519 loss_class_aux_dn: 1.881990 loss_bbox_aux_dn: 0.622439 loss_giou_aux_dn: 2.169864 loss: 15.422716 eta: 41 days, 13:36:24 batch_cost: 1.1842 data_cost: 0.0013 ips: 6.7557 images/s
[08/12 04:47:28] ppdet.engine INFO: Epoch: [12] [ 1900/54024] learning_rate: 0.000100 loss_class: 0.706074 loss_bbox: 0.108652 loss_giou: 0.529865 loss_class_aux: 4.371334 loss_bbox_aux: 0.700055 loss_giou_aux: 3.242958 loss_class_dn: 0.350172 loss_bbox_dn: 0.087334 loss_giou_dn: 0.389691 loss_class_aux_dn: 1.913696 loss_bbox_aux_dn: 0.552094 loss_giou_aux_dn: 2.224464 loss: 15.197550 eta: 41 days, 13:34:19 batch_cost: 1.0941 data_cost: 0.0013 ips: 7.3122 images/s
[08/12 04:49:23] ppdet.engine INFO: Epoch: [12] [ 2000/54024] learning_rate: 0.000100 loss_class: 0.714648 loss_bbox: 0.103672 loss_giou: 0.485762 loss_class_aux: 4.350051 loss_bbox_aux: 0.676751 loss_giou_aux: 3.103463 loss_class_dn: 0.354933 loss_bbox_dn: 0.094234 loss_giou_dn: 0.369272 loss_class_aux_dn: 1.899329 loss_bbox_aux_dn: 0.560488 loss_giou_aux_dn: 2.114910 loss: 15.187733 eta: 41 days, 13:32:19 batch_cost: 1.1003 data_cost: 0.0014 ips: 7.2710 images/s
[08/12 04:51:17] ppdet.engine INFO: Epoch: [12] [ 2100/54024] learning_rate: 0.000100 loss_class: 0.708091 loss_bbox: 0.104082 loss_giou: 0.473692 loss_class_aux: 4.394258 loss_bbox_aux: 0.680012 loss_giou_aux: 2.947563 loss_class_dn: 0.339415 loss_bbox_dn: 0.092689 loss_giou_dn: 0.353335 loss_class_aux_dn: 1.818422 loss_bbox_aux_dn: 0.573064 loss_giou_aux_dn: 2.028668 loss: 14.827716 eta: 41 days, 13:30:06 batch_cost: 1.0857 data_cost: 0.0013 ips: 7.3688 images/s
[08/12 04:53:13] ppdet.engine INFO: Epoch: [12] [ 2200/54024] learning_rate: 0.000100 loss_class: 0.701284 loss_bbox: 0.114364 loss_giou: 0.506935 loss_class_aux: 4.299135 loss_bbox_aux: 0.733210 loss_giou_aux: 3.181033 loss_class_dn: 0.345979 loss_bbox_dn: 0.106909 loss_giou_dn: 0.385223 loss_class_aux_dn: 1.882175 loss_bbox_aux_dn: 0.663655 loss_giou_aux_dn: 2.206218 loss: 15.072590 eta: 41 days, 13:28:18 batch_cost: 1.1115 data_cost: 0.0130 ips: 7.1974 images/s
[08/12 04:55:09] ppdet.engine INFO: Epoch: [12] [ 2300/54024] learning_rate: 0.000100 loss_class: 0.678882 loss_bbox: 0.112946 loss_giou: 0.502731 loss_class_aux: 4.228366 loss_bbox_aux: 0.737635 loss_giou_aux: 3.106879 loss_class_dn: 0.342145 loss_bbox_dn: 0.096016 loss_giou_dn: 0.369496 loss_class_aux_dn: 1.822335 loss_bbox_aux_dn: 0.592457 loss_giou_aux_dn: 2.123359 loss: 15.053283 eta: 41 days, 13:26:25 batch_cost: 1.1066 data_cost: 0.0300 ips: 7.2292 images/s
[08/12 04:57:07] ppdet.engine INFO: Epoch: [12] [ 2400/54024] learning_rate: 0.000100 loss_class: 0.699047 loss_bbox: 0.107092 loss_giou: 0.485763 loss_class_aux: 4.395750 loss_bbox_aux: 0.698739 loss_giou_aux: 2.986884 loss_class_dn: 0.340159 loss_bbox_dn: 0.100687 loss_giou_dn: 0.359401 loss_class_aux_dn: 1.859860 loss_bbox_aux_dn: 0.621922 loss_giou_aux_dn: 2.077498 loss: 15.053481 eta: 41 days, 13:24:57 batch_cost: 1.1318 data_cost: 0.0013 ips: 7.0684 images/s
[08/12 04:59:08] ppdet.engine INFO: Epoch: [12] [ 2500/54024] learning_rate: 0.000100 loss_class: 0.693339 loss_bbox: 0.102189 loss_giou: 0.506546 loss_class_aux: 4.343762 loss_bbox_aux: 0.690002 loss_giou_aux: 3.160576 loss_class_dn: 0.352387 loss_bbox_dn: 0.092840 loss_giou_dn: 0.373149 loss_class_aux_dn: 1.867346 loss_bbox_aux_dn: 0.596915 loss_giou_aux_dn: 2.121141 loss: 15.124829 eta: 41 days, 13:23:49 batch_cost: 1.1510 data_cost: 0.0575 ips: 6.9507 images/s
[08/12 05:01:09] ppdet.engine INFO: Epoch: [12] [ 2600/54024] learning_rate: 0.000100 loss_class: 0.688024 loss_bbox: 0.110969 loss_giou: 0.547667 loss_class_aux: 4.288303 loss_bbox_aux: 0.703576 loss_giou_aux: 3.435387 loss_class_dn: 0.359876 loss_bbox_dn: 0.098275 loss_giou_dn: 0.414743 loss_class_aux_dn: 1.932981 loss_bbox_aux_dn: 0.602899 loss_giou_aux_dn: 2.325726 loss: 15.510641 eta: 41 days, 13:22:46 batch_cost: 1.1577 data_cost: 0.0013 ips: 6.9101 images/s
[08/12 05:03:03] ppdet.engine INFO: Epoch: [12] [ 2700/54024] learning_rate: 0.000100 loss_class: 0.660044 loss_bbox: 0.103812 loss_giou: 0.464576 loss_class_aux: 4.040606 loss_bbox_aux: 0.687248 loss_giou_aux: 2.864144 loss_class_dn: 0.311187 loss_bbox_dn: 0.101575 loss_giou_dn: 0.345102 loss_class_aux_dn: 1.684329 loss_bbox_aux_dn: 0.642368 loss_giou_aux_dn: 1.937499 loss: 13.633178 eta: 41 days, 13:20:34 batch_cost: 1.0865 data_cost: 0.0013 ips: 7.3629 images/s
[08/12 05:05:02] ppdet.engine INFO: Epoch: [12] [ 2800/54024] learning_rate: 0.000100 loss_class: 0.676034 loss_bbox: 0.107919 loss_giou: 0.479792 loss_class_aux: 4.274744 loss_bbox_aux: 0.711702 loss_giou_aux: 2.963192 loss_class_dn: 0.343411 loss_bbox_dn: 0.102249 loss_giou_dn: 0.370008 loss_class_aux_dn: 1.830450 loss_bbox_aux_dn: 0.606103 loss_giou_aux_dn: 2.115636 loss: 15.050313 eta: 41 days, 13:19:08 batch_cost: 1.1337 data_cost: 0.0150 ips: 7.0563 images/s
[08/12 05:06:58] ppdet.engine INFO: Epoch: [12] [ 2900/54024] learning_rate: 0.000100 loss_class: 0.738676 loss_bbox: 0.108725 loss_giou: 0.496848 loss_class_aux: 4.630209 loss_bbox_aux: 0.706132 loss_giou_aux: 3.098944 loss_class_dn: 0.367022 loss_bbox_dn: 0.095434 loss_giou_dn: 0.376308 loss_class_aux_dn: 1.988115 loss_bbox_aux_dn: 0.614476 loss_giou_aux_dn: 2.157569 loss: 15.482915 eta: 41 days, 13:17:20 batch_cost: 1.1120 data_cost: 0.0013 ips: 7.1942 images/s
[08/12 05:08:56] ppdet.engine INFO: Epoch: [12] [ 3000/54024] learning_rate: 0.000100 loss_class: 0.684925 loss_bbox: 0.103586 loss_giou: 0.513649 loss_class_aux: 4.172131 loss_bbox_aux: 0.669259 loss_giou_aux: 3.202032 loss_class_dn: 0.345506 loss_bbox_dn: 0.094720 loss_giou_dn: 0.374584 loss_class_aux_dn: 1.851613 loss_bbox_aux_dn: 0.605067 loss_giou_aux_dn: 2.159160 loss: 15.243570 eta: 41 days, 13:15:45 batch_cost: 1.1249 data_cost: 0.0013 ips: 7.1120 images/s
[08/12 05:10:59] ppdet.engine INFO: Epoch: [12] [ 3100/54024] learning_rate: 0.000100 loss_class: 0.707549 loss_bbox: 0.111938 loss_giou: 0.495058 loss_class_aux: 4.414250 loss_bbox_aux: 0.725388 loss_giou_aux: 2.999485 loss_class_dn: 0.348461 loss_bbox_dn: 0.101032 loss_giou_dn: 0.379853 loss_class_aux_dn: 1.921897 loss_bbox_aux_dn: 0.610456 loss_giou_aux_dn: 2.163031 loss: 15.544202 eta: 41 days, 13:15:02 batch_cost: 1.1770 data_cost: 0.0013 ips: 6.7971 images/s
[08/12 05:12:56] ppdet.engine INFO: Epoch: [12] [ 3200/54024] learning_rate: 0.000100 loss_class: 0.714930 loss_bbox: 0.102539 loss_giou: 0.467180 loss_class_aux: 4.475176 loss_bbox_aux: 0.666053 loss_giou_aux: 2.892027 loss_class_dn: 0.338803 loss_bbox_dn: 0.095144 loss_giou_dn: 0.347671 loss_class_aux_dn: 1.824244 loss_bbox_aux_dn: 0.596733 loss_giou_aux_dn: 2.005706 loss: 14.803128 eta: 41 days, 13:13:18 batch_cost: 1.1148 data_cost: 0.0013 ips: 7.1763 images/s
[08/12 05:14:52] ppdet.engine INFO: Epoch: [12] [ 3300/54024] learning_rate: 0.000100 loss_class: 0.677390 loss_bbox: 0.111420 loss_giou: 0.531837 loss_class_aux: 4.206138 loss_bbox_aux: 0.708651 loss_giou_aux: 3.333483 loss_class_dn: 0.351228 loss_bbox_dn: 0.097935 loss_giou_dn: 0.379506 loss_class_aux_dn: 1.875754 loss_bbox_aux_dn: 0.615517 loss_giou_aux_dn: 2.196730 loss: 15.487038 eta: 41 days, 13:11:33 batch_cost: 1.1150 data_cost: 0.0013 ips: 7.1752 images/s
[08/12 05:16:50] ppdet.engine INFO: Epoch: [12] [ 3400/54024] learning_rate: 0.000100 loss_class: 0.673820 loss_bbox: 0.103352 loss_giou: 0.442282 loss_class_aux: 4.076593 loss_bbox_aux: 0.656267 loss_giou_aux: 2.757904 loss_class_dn: 0.329651 loss_bbox_dn: 0.100370 loss_giou_dn: 0.336337 loss_class_aux_dn: 1.794239 loss_bbox_aux_dn: 0.596041 loss_giou_aux_dn: 1.943593 loss: 14.152378 eta: 41 days, 13:09:57 batch_cost: 1.1238 data_cost: 0.0013 ips: 7.1187 images/s
[08/12 05:18:44] ppdet.engine INFO: Epoch: [12] [ 3500/54024] learning_rate: 0.000100 loss_class: 0.700168 loss_bbox: 0.103877 loss_giou: 0.510475 loss_class_aux: 4.249622 loss_bbox_aux: 0.665669 loss_giou_aux: 3.173927 loss_class_dn: 0.346428 loss_bbox_dn: 0.088043 loss_giou_dn: 0.373169 loss_class_aux_dn: 1.892885 loss_bbox_aux_dn: 0.550396 loss_giou_aux_dn: 2.158040 loss: 14.889846 eta: 41 days, 13:07:45 batch_cost: 1.0869 data_cost: 0.0013 ips: 7.3602 images/s
[08/12 05:20:41] ppdet.engine INFO: Epoch: [12] [ 3600/54024] learning_rate: 0.000100 loss_class: 0.698075 loss_bbox: 0.104758 loss_giou: 0.500218 loss_class_aux: 4.351151 loss_bbox_aux: 0.698632 loss_giou_aux: 3.122123 loss_class_dn: 0.342481 loss_bbox_dn: 0.099529 loss_giou_dn: 0.374531 loss_class_aux_dn: 1.845712 loss_bbox_aux_dn: 0.613556 loss_giou_aux_dn: 2.154364 loss: 14.889313 eta: 41 days, 13:06:01 batch_cost: 1.1161 data_cost: 0.0013 ips: 7.1680 images/s
[08/12 05:22:36] ppdet.engine INFO: Epoch: [12] [ 3700/54024] learning_rate: 0.000100 loss_class: 0.709907 loss_bbox: 0.112961 loss_giou: 0.573790 loss_class_aux: 4.408155 loss_bbox_aux: 0.728768 loss_giou_aux: 3.551377 loss_class_dn: 0.377334 loss_bbox_dn: 0.095088 loss_giou_dn: 0.415184 loss_class_aux_dn: 2.059533 loss_bbox_aux_dn: 0.605366 loss_giou_aux_dn: 2.369687 loss: 16.038243 eta: 41 days, 13:04:03 batch_cost: 1.1012 data_cost: 0.0013 ips: 7.2649 images/s
[08/12 05:24:33] ppdet.engine INFO: Epoch: [12] [ 3800/54024] learning_rate: 0.000100 loss_class: 0.653009 loss_bbox: 0.102105 loss_giou: 0.497822 loss_class_aux: 4.128656 loss_bbox_aux: 0.666379 loss_giou_aux: 3.077116 loss_class_dn: 0.336418 loss_bbox_dn: 0.090751 loss_giou_dn: 0.356186 loss_class_aux_dn: 1.801131 loss_bbox_aux_dn: 0.575016 loss_giou_aux_dn: 2.061941 loss: 14.757402 eta: 41 days, 13:02:18 batch_cost: 1.1144 data_cost: 0.0220 ips: 7.1788 images/s
[08/12 05:26:26] ppdet.engine INFO: Epoch: [12] [ 3900/54024] learning_rate: 0.000100 loss_class: 0.668213 loss_bbox: 0.109598 loss_giou: 0.449319 loss_class_aux: 4.138311 loss_bbox_aux: 0.711670 loss_giou_aux: 2.822542 loss_class_dn: 0.330292 loss_bbox_dn: 0.092657 loss_giou_dn: 0.355875 loss_class_aux_dn: 1.788190 loss_bbox_aux_dn: 0.564852 loss_giou_aux_dn: 2.027928 loss: 14.377011 eta: 41 days, 13:00:01 batch_cost: 1.0823 data_cost: 0.0013 ips: 7.3915 images/s
[08/12 05:28:23] ppdet.engine INFO: Epoch: [12] [ 4000/54024] learning_rate: 0.000100 loss_class: 0.673198 loss_bbox: 0.108437 loss_giou: 0.456947 loss_class_aux: 4.200645 loss_bbox_aux: 0.694749 loss_giou_aux: 2.829291 loss_class_dn: 0.333021 loss_bbox_dn: 0.098309 loss_giou_dn: 0.358392 loss_class_aux_dn: 1.807988 loss_bbox_aux_dn: 0.594299 loss_giou_aux_dn: 2.058524 loss: 14.526287 eta: 41 days, 12:58:20 batch_cost: 1.1189 data_cost: 0.0050 ips: 7.1501 images/s
[08/12 05:30:31] ppdet.engine INFO: Epoch: [12] [ 4100/54024] learning_rate: 0.000100 loss_class: 0.703774 loss_bbox: 0.110040 loss_giou: 0.489980 loss_class_aux: 4.414930 loss_bbox_aux: 0.726714 loss_giou_aux: 3.050478 loss_class_dn: 0.347280 loss_bbox_dn: 0.107412 loss_giou_dn: 0.382483 loss_class_aux_dn: 1.869484 loss_bbox_aux_dn: 0.633678 loss_giou_aux_dn: 2.212510 loss: 15.357046 eta: 41 days, 12:58:26 batch_cost: 1.2273 data_cost: 0.1465 ips: 6.5184 images/s
[08/12 05:32:29] ppdet.engine INFO: Epoch: [12] [ 4200/54024] learning_rate: 0.000100 loss_class: 0.697664 loss_bbox: 0.110949 loss_giou: 0.526534 loss_class_aux: 4.318296 loss_bbox_aux: 0.736950 loss_giou_aux: 3.286856 loss_class_dn: 0.355516 loss_bbox_dn: 0.105932 loss_giou_dn: 0.396578 loss_class_aux_dn: 1.904089 loss_bbox_aux_dn: 0.624198 loss_giou_aux_dn: 2.273370 loss: 15.455997 eta: 41 days, 12:56:54 batch_cost: 1.1271 data_cost: 0.0457 ips: 7.0978 images/s
[08/12 05:34:23] ppdet.engine INFO: Epoch: [12] [ 4300/54024] learning_rate: 0.000100 loss_class: 0.732434 loss_bbox: 0.113290 loss_giou: 0.492261 loss_class_aux: 4.486003 loss_bbox_aux: 0.746962 loss_giou_aux: 3.030635 loss_class_dn: 0.359105 loss_bbox_dn: 0.110303 loss_giou_dn: 0.387848 loss_class_aux_dn: 1.946348 loss_bbox_aux_dn: 0.676043 loss_giou_aux_dn: 2.221172 loss: 15.550868 eta: 41 days, 12:54:50 batch_cost: 1.0959 data_cost: 0.0013 ips: 7.2997 images/s
[08/12 05:36:24] ppdet.engine INFO: Epoch: [12] [ 4400/54024] learning_rate: 0.000100 loss_class: 0.703592 loss_bbox: 0.111165 loss_giou: 0.479295 loss_class_aux: 4.351866 loss_bbox_aux: 0.711733 loss_giou_aux: 2.986568 loss_class_dn: 0.357459 loss_bbox_dn: 0.097903 loss_giou_dn: 0.365701 loss_class_aux_dn: 1.933021 loss_bbox_aux_dn: 0.599684 loss_giou_aux_dn: 2.116353 loss: 15.648121 eta: 41 days, 12:53:42 batch_cost: 1.1522 data_cost: 0.0609 ips: 6.9431 images/s
[08/12 05:38:31] ppdet.engine INFO: Epoch: [12] [ 4500/54024] learning_rate: 0.000100 loss_class: 0.654560 loss_bbox: 0.112101 loss_giou: 0.494929 loss_class_aux: 4.113233 loss_bbox_aux: 0.702719 loss_giou_aux: 3.038020 loss_class_dn: 0.329401 loss_bbox_dn: 0.101800 loss_giou_dn: 0.360557 loss_class_aux_dn: 1.802048 loss_bbox_aux_dn: 0.615670 loss_giou_aux_dn: 2.032121 loss: 14.439775 eta: 41 days, 12:53:43 batch_cost: 1.2216 data_cost: 0.0013 ips: 6.5489 images/s
[08/12 05:40:27] ppdet.engine INFO: Epoch: [12] [ 4600/54024] learning_rate: 0.000100 loss_class: 0.708169 loss_bbox: 0.101669 loss_giou: 0.494809 loss_class_aux: 4.345356 loss_bbox_aux: 0.661120 loss_giou_aux: 3.102894 loss_class_dn: 0.354081 loss_bbox_dn: 0.090470 loss_giou_dn: 0.360440 loss_class_aux_dn: 1.932208 loss_bbox_aux_dn: 0.571489 loss_giou_aux_dn: 2.122189 loss: 15.155268 eta: 41 days, 12:51:44 batch_cost: 1.1010 data_cost: 0.0013 ips: 7.2663 images/s
[08/12 05:42:20] ppdet.engine INFO: Epoch: [12] [ 4700/54024] learning_rate: 0.000100 loss_class: 0.685245 loss_bbox: 0.105306 loss_giou: 0.504416 loss_class_aux: 4.309042 loss_bbox_aux: 0.684755 loss_giou_aux: 3.124513 loss_class_dn: 0.354367 loss_bbox_dn: 0.094845 loss_giou_dn: 0.369819 loss_class_aux_dn: 1.928034 loss_bbox_aux_dn: 0.604859 loss_giou_aux_dn: 2.113466 loss: 14.988970 eta: 41 days, 12:49:28 batch_cost: 1.0832 data_cost: 0.0021 ips: 7.3855 images/s
[08/12 05:44:21] ppdet.engine INFO: Epoch: [12] [ 4800/54024] learning_rate: 0.000100 loss_class: 0.713214 loss_bbox: 0.110182 loss_giou: 0.478186 loss_class_aux: 4.429276 loss_bbox_aux: 0.724423 loss_giou_aux: 2.953940 loss_class_dn: 0.365335 loss_bbox_dn: 0.097936 loss_giou_dn: 0.378575 loss_class_aux_dn: 1.968855 loss_bbox_aux_dn: 0.612048 loss_giou_aux_dn: 2.170243 loss: 15.569678 eta: 41 days, 12:48:29 batch_cost: 1.1609 data_cost: 0.0013 ips: 6.8913 images/s
[08/12 05:46:19] ppdet.engine INFO: Epoch: [12] [ 4900/54024] learning_rate: 0.000100 loss_class: 0.678014 loss_bbox: 0.109975 loss_giou: 0.494535 loss_class_aux: 4.151196 loss_bbox_aux: 0.713119 loss_giou_aux: 3.044979 loss_class_dn: 0.320978 loss_bbox_dn: 0.102086 loss_giou_dn: 0.358399 loss_class_aux_dn: 1.750593 loss_bbox_aux_dn: 0.639443 loss_giou_aux_dn: 2.056298 loss: 14.337375 eta: 41 days, 12:46:55 batch_cost: 1.1266 data_cost: 0.0013 ips: 7.1010 images/s
[08/12 05:48:12] ppdet.engine INFO: Epoch: [12] [ 5000/54024] learning_rate: 0.000100 loss_class: 0.711593 loss_bbox: 0.107551 loss_giou: 0.528351 loss_class_aux: 4.483929 loss_bbox_aux: 0.694942 loss_giou_aux: 3.262237 loss_class_dn: 0.363538 loss_bbox_dn: 0.095148 loss_giou_dn: 0.386265 loss_class_aux_dn: 1.940976 loss_bbox_aux_dn: 0.582424 loss_giou_aux_dn: 2.229384 loss: 15.705627 eta: 41 days, 12:44:33 batch_cost: 1.0762 data_cost: 0.0013 ips: 7.4336 images/s
[08/12 05:50:23] ppdet.engine INFO: Epoch: [12] [ 5100/54024] learning_rate: 0.000100 loss_class: 0.670879 loss_bbox: 0.093404 loss_giou: 0.490990 loss_class_aux: 4.115984 loss_bbox_aux: 0.638861 loss_giou_aux: 3.096056 loss_class_dn: 0.338962 loss_bbox_dn: 0.092283 loss_giou_dn: 0.366613 loss_class_aux_dn: 1.826465 loss_bbox_aux_dn: 0.580601 loss_giou_aux_dn: 2.102325 loss: 14.500507 eta: 41 days, 12:45:10 batch_cost: 1.2598 data_cost: 0.1430 ips: 6.3502 images/s
[08/12 05:52:43] ppdet.engine INFO: Epoch: [12] [ 5200/54024] learning_rate: 0.000100 loss_class: 0.656377 loss_bbox: 0.110197 loss_giou: 0.518638 loss_class_aux: 4.000909 loss_bbox_aux: 0.720800 loss_giou_aux: 3.225315 loss_class_dn: 0.339755 loss_bbox_dn: 0.097270 loss_giou_dn: 0.368722 loss_class_aux_dn: 1.838629 loss_bbox_aux_dn: 0.598145 loss_giou_aux_dn: 2.102693 loss: 14.815926 eta: 41 days, 12:47:11 batch_cost: 1.3449 data_cost: 0.0013 ips: 5.9485 images/s
[08/12 05:54:46] ppdet.engine INFO: Epoch: [12] [ 5300/54024] learning_rate: 0.000100 loss_class: 0.682978 loss_bbox: 0.110142 loss_giou: 0.481586 loss_class_aux: 4.159424 loss_bbox_aux: 0.712102 loss_giou_aux: 2.960486 loss_class_dn: 0.326841 loss_bbox_dn: 0.097349 loss_giou_dn: 0.353949 loss_class_aux_dn: 1.783406 loss_bbox_aux_dn: 0.599195 loss_giou_aux_dn: 2.030956 loss: 14.383389 eta: 41 days, 12:46:24 batch_cost: 1.1731 data_cost: 0.0013 ips: 6.8193 images/s
[08/12 05:56:53] ppdet.engine INFO: Epoch: [12] [ 5400/54024] learning_rate: 0.000100 loss_class: 0.675249 loss_bbox: 0.107146 loss_giou: 0.470197 loss_class_aux: 4.246042 loss_bbox_aux: 0.698174 loss_giou_aux: 2.922290 loss_class_dn: 0.324367 loss_bbox_dn: 0.101078 loss_giou_dn: 0.350940 loss_class_aux_dn: 1.788887 loss_bbox_aux_dn: 0.612001 loss_giou_aux_dn: 2.028834 loss: 14.219258 eta: 41 days, 12:46:19 batch_cost: 1.2170 data_cost: 0.0131 ips: 6.5733 images/s
[08/12 05:58:53] ppdet.engine INFO: Epoch: [12] [ 5500/54024] learning_rate: 0.000100 loss_class: 0.702902 loss_bbox: 0.112890 loss_giou: 0.491109 loss_class_aux: 4.306295 loss_bbox_aux: 0.741604 loss_giou_aux: 3.038972 loss_class_dn: 0.354093 loss_bbox_dn: 0.104248 loss_giou_dn: 0.380267 loss_class_aux_dn: 1.898787 loss_bbox_aux_dn: 0.639976 loss_giou_aux_dn: 2.167017 loss: 15.677802 eta: 41 days, 12:45:08 batch_cost: 1.1490 data_cost: 0.0013 ips: 6.9627 images/s
[08/12 06:00:59] ppdet.engine INFO: Epoch: [12] [ 5600/54024] learning_rate: 0.000100 loss_class: 0.673548 loss_bbox: 0.107209 loss_giou: 0.467213 loss_class_aux: 4.120374 loss_bbox_aux: 0.677693 loss_giou_aux: 2.891000 loss_class_dn: 0.322021 loss_bbox_dn: 0.093933 loss_giou_dn: 0.341695 loss_class_aux_dn: 1.732247 loss_bbox_aux_dn: 0.592491 loss_giou_aux_dn: 1.943245 loss: 13.898013 eta: 41 days, 12:44:56 batch_cost: 1.2103 data_cost: 0.0752 ips: 6.6098 images/s
[08/12 06:02:56] ppdet.engine INFO: Epoch: [12] [ 5700/54024] learning_rate: 0.000100 loss_class: 0.629236 loss_bbox: 0.101880 loss_giou: 0.454818 loss_class_aux: 3.922891 loss_bbox_aux: 0.662060 loss_giou_aux: 2.840182 loss_class_dn: 0.324852 loss_bbox_dn: 0.087459 loss_giou_dn: 0.340775 loss_class_aux_dn: 1.739522 loss_bbox_aux_dn: 0.554278 loss_giou_aux_dn: 1.987665 loss: 14.049916 eta: 41 days, 12:43:13 batch_cost: 1.1171 data_cost: 0.0013 ips: 7.1617 images/s
[08/12 06:04:57] ppdet.engine INFO: Epoch: [12] [ 5800/54024] learning_rate: 0.000100 loss_class: 0.700058 loss_bbox: 0.108474 loss_giou: 0.479808 loss_class_aux: 4.337075 loss_bbox_aux: 0.699856 loss_giou_aux: 2.991396 loss_class_dn: 0.334580 loss_bbox_dn: 0.100896 loss_giou_dn: 0.363029 loss_class_aux_dn: 1.822964 loss_bbox_aux_dn: 0.642885 loss_giou_aux_dn: 2.123830 loss: 14.834338 eta: 41 days, 12:42:12 batch_cost: 1.1595 data_cost: 0.0013 ips: 6.8996 images/s
[08/12 06:06:52] ppdet.engine INFO: Epoch: [12] [ 5900/54024] learning_rate: 0.000100 loss_class: 0.652679 loss_bbox: 0.100071 loss_giou: 0.419694 loss_class_aux: 4.126080 loss_bbox_aux: 0.669699 loss_giou_aux: 2.592095 loss_class_dn: 0.308819 loss_bbox_dn: 0.095423 loss_giou_dn: 0.323451 loss_class_aux_dn: 1.677549 loss_bbox_aux_dn: 0.608158 loss_giou_aux_dn: 1.849900 loss: 13.099934 eta: 41 days, 12:40:05 batch_cost: 1.0924 data_cost: 0.0013 ips: 7.3230 images/s
[08/12 06:08:52] ppdet.engine INFO: Epoch: [12] [ 6000/54024] learning_rate: 0.000100 loss_class: 0.708409 loss_bbox: 0.116694 loss_giou: 0.528934 loss_class_aux: 4.393481 loss_bbox_aux: 0.748040 loss_giou_aux: 3.320848 loss_class_dn: 0.361102 loss_bbox_dn: 0.101869 loss_giou_dn: 0.376529 loss_class_aux_dn: 1.920007 loss_bbox_aux_dn: 0.627848 loss_giou_aux_dn: 2.180239 loss: 15.290693 eta: 41 days, 12:38:55 batch_cost: 1.1506 data_cost: 0.0013 ips: 6.9526 images/s
[08/12 06:10:49] ppdet.engine INFO: Epoch: [12] [ 6100/54024] learning_rate: 0.000100 loss_class: 0.682173 loss_bbox: 0.098097 loss_giou: 0.465763 loss_class_aux: 4.204604 loss_bbox_aux: 0.648436 loss_giou_aux: 2.903327 loss_class_dn: 0.343053 loss_bbox_dn: 0.094601 loss_giou_dn: 0.346428 loss_class_aux_dn: 1.876684 loss_bbox_aux_dn: 0.581549 loss_giou_aux_dn: 2.018014 loss: 14.310073 eta: 41 days, 12:37:16 batch_cost: 1.1211 data_cost: 0.0013 ips: 7.1361 images/s
[08/12 06:12:49] ppdet.engine INFO: Epoch: [12] [ 6200/54024] learning_rate: 0.000100 loss_class: 0.636107 loss_bbox: 0.090314 loss_giou: 0.453464 loss_class_aux: 3.877422 loss_bbox_aux: 0.597256 loss_giou_aux: 2.785957 loss_class_dn: 0.310264 loss_bbox_dn: 0.082455 loss_giou_dn: 0.339671 loss_class_aux_dn: 1.677942 loss_bbox_aux_dn: 0.497113 loss_giou_aux_dn: 1.927070 loss: 13.385976 eta: 41 days, 12:35:59 batch_cost: 1.1438 data_cost: 0.0933 ips: 6.9940 images/s
[08/12 06:14:42] ppdet.engine INFO: Epoch: [12] [ 6300/54024] learning_rate: 0.000100 loss_class: 0.675499 loss_bbox: 0.102897 loss_giou: 0.454151 loss_class_aux: 4.234581 loss_bbox_aux: 0.669024 loss_giou_aux: 2.814828 loss_class_dn: 0.340632 loss_bbox_dn: 0.097640 loss_giou_dn: 0.357953 loss_class_aux_dn: 1.839126 loss_bbox_aux_dn: 0.599188 loss_giou_aux_dn: 2.036631 loss: 14.554976 eta: 41 days, 12:33:41 batch_cost: 1.0817 data_cost: 0.0013 ips: 7.3958 images/s
[08/12 06:16:37] ppdet.engine INFO: Epoch: [12] [ 6400/54024] learning_rate: 0.000100 loss_class: 0.704030 loss_bbox: 0.105586 loss_giou: 0.484952 loss_class_aux: 4.340842 loss_bbox_aux: 0.684979 loss_giou_aux: 3.026221 loss_class_dn: 0.348734 loss_bbox_dn: 0.095920 loss_giou_dn: 0.359284 loss_class_aux_dn: 1.874158 loss_bbox_aux_dn: 0.602595 loss_giou_aux_dn: 2.109219 loss: 14.881968 eta: 41 days, 12:31:42 batch_cost: 1.1003 data_cost: 0.0149 ips: 7.2707 images/s
[08/12 06:18:30] ppdet.engine INFO: Epoch: [12] [ 6500/54024] learning_rate: 0.000100 loss_class: 0.700993 loss_bbox: 0.100873 loss_giou: 0.487902 loss_class_aux: 4.368741 loss_bbox_aux: 0.661354 loss_giou_aux: 3.082411 loss_class_dn: 0.341848 loss_bbox_dn: 0.090933 loss_giou_dn: 0.353749 loss_class_aux_dn: 1.878119 loss_bbox_aux_dn: 0.566458 loss_giou_aux_dn: 2.021413 loss: 14.464490 eta: 41 days, 12:29:21 batch_cost: 1.0785 data_cost: 0.0013 ips: 7.4176 images/s
[08/12 06:20:21] ppdet.engine INFO: Epoch: [12] [ 6600/54024] learning_rate: 0.000100 loss_class: 0.695799 loss_bbox: 0.106522 loss_giou: 0.515780 loss_class_aux: 4.359516 loss_bbox_aux: 0.677245 loss_giou_aux: 3.184490 loss_class_dn: 0.334127 loss_bbox_dn: 0.098542 loss_giou_dn: 0.367623 loss_class_aux_dn: 1.810050 loss_bbox_aux_dn: 0.616619 loss_giou_aux_dn: 2.099992 loss: 15.133186 eta: 41 days, 12:26:41 batch_cost: 1.0582 data_cost: 0.0014 ips: 7.5602 images/s
[08/12 06:22:13] ppdet.engine INFO: Epoch: [12] [ 6700/54024] learning_rate: 0.000100 loss_class: 0.693497 loss_bbox: 0.101940 loss_giou: 0.482533 loss_class_aux: 4.317036 loss_bbox_aux: 0.650120 loss_giou_aux: 2.976559 loss_class_dn: 0.331421 loss_bbox_dn: 0.094084 loss_giou_dn: 0.363909 loss_class_aux_dn: 1.800757 loss_bbox_aux_dn: 0.596324 loss_giou_aux_dn: 2.091929 loss: 14.655953 eta: 41 days, 12:24:07 batch_cost: 1.0652 data_cost: 0.0013 ips: 7.5100 images/s
[08/12 06:24:12] ppdet.engine INFO: Epoch: [12] [ 6800/54024] learning_rate: 0.000100 loss_class: 0.688696 loss_bbox: 0.107062 loss_giou: 0.477808 loss_class_aux: 4.291195 loss_bbox_aux: 0.697329 loss_giou_aux: 3.000097 loss_class_dn: 0.330861 loss_bbox_dn: 0.100352 loss_giou_dn: 0.367297 loss_class_aux_dn: 1.780315 loss_bbox_aux_dn: 0.620351 loss_giou_aux_dn: 2.077950 loss: 14.623369 eta: 41 days, 12:22:45 batch_cost: 1.1379 data_cost: 0.0013 ips: 7.0306 images/s
[08/12 06:26:06] ppdet.engine INFO: Epoch: [12] [ 6900/54024] learning_rate: 0.000100 loss_class: 0.699796 loss_bbox: 0.107347 loss_giou: 0.466830 loss_class_aux: 4.398499 loss_bbox_aux: 0.685405 loss_giou_aux: 2.924011 loss_class_dn: 0.347341 loss_bbox_dn: 0.096511 loss_giou_dn: 0.358410 loss_class_aux_dn: 1.868184 loss_bbox_aux_dn: 0.596966 loss_giou_aux_dn: 2.048112 loss: 14.821647 eta: 41 days, 12:20:35 batch_cost: 1.0899 data_cost: 0.0013 ips: 7.3401 images/s
[08/12 06:28:06] ppdet.engine INFO: Epoch: [12] [ 7000/54024] learning_rate: 0.000100 loss_class: 0.681001 loss_bbox: 0.108534 loss_giou: 0.507391 loss_class_aux: 4.295895 loss_bbox_aux: 0.688473 loss_giou_aux: 3.092160 loss_class_dn: 0.358271 loss_bbox_dn: 0.094871 loss_giou_dn: 0.376518 loss_class_aux_dn: 1.942805 loss_bbox_aux_dn: 0.567516 loss_giou_aux_dn: 2.179543 loss: 15.200015 eta: 41 days, 12:19:29 batch_cost: 1.1543 data_cost: 0.0313 ips: 6.9306 images/s
[08/12 06:29:59] ppdet.engine INFO: Epoch: [12] [ 7100/54024] learning_rate: 0.000100 loss_class: 0.746628 loss_bbox: 0.112910 loss_giou: 0.488330 loss_class_aux: 4.539951 loss_bbox_aux: 0.757449 loss_giou_aux: 3.055537 loss_class_dn: 0.347329 loss_bbox_dn: 0.104536 loss_giou_dn: 0.373186 loss_class_aux_dn: 1.881093 loss_bbox_aux_dn: 0.633462 loss_giou_aux_dn: 2.102752 loss: 15.431308 eta: 41 days, 12:17:09 batch_cost: 1.0797 data_cost: 0.0014 ips: 7.4091 images/s
[08/12 06:32:08] ppdet.engine INFO: Epoch: [12] [ 7200/54024] learning_rate: 0.000100 loss_class: 0.698022 loss_bbox: 0.104065 loss_giou: 0.473614 loss_class_aux: 4.403706 loss_bbox_aux: 0.681867 loss_giou_aux: 2.921468 loss_class_dn: 0.343722 loss_bbox_dn: 0.096590 loss_giou_dn: 0.354141 loss_class_aux_dn: 1.877701 loss_bbox_aux_dn: 0.608947 loss_giou_aux_dn: 2.043302 loss: 14.980864 eta: 41 days, 12:17:29 batch_cost: 1.2431 data_cost: 0.0800 ips: 6.4354 images/s
[08/12 06:34:00] ppdet.engine INFO: Epoch: [12] [ 7300/54024] learning_rate: 0.000100 loss_class: 0.728843 loss_bbox: 0.118315 loss_giou: 0.519067 loss_class_aux: 4.528073 loss_bbox_aux: 0.759423 loss_giou_aux: 3.170119 loss_class_dn: 0.361096 loss_bbox_dn: 0.107018 loss_giou_dn: 0.384192 loss_class_aux_dn: 1.963461 loss_bbox_aux_dn: 0.645648 loss_giou_aux_dn: 2.193906 loss: 15.564776 eta: 41 days, 12:14:55 batch_cost: 1.0645 data_cost: 0.0013 ips: 7.5151 images/s
[08/12 06:35:55] ppdet.engine INFO: Epoch: [12] [ 7400/54024] learning_rate: 0.000100 loss_class: 0.676914 loss_bbox: 0.106322 loss_giou: 0.460558 loss_class_aux: 4.171509 loss_bbox_aux: 0.703673 loss_giou_aux: 2.923377 loss_class_dn: 0.322976 loss_bbox_dn: 0.098782 loss_giou_dn: 0.338002 loss_class_aux_dn: 1.757508 loss_bbox_aux_dn: 0.628775 loss_giou_aux_dn: 1.950006 loss: 14.188745 eta: 41 days, 12:12:50 batch_cost: 1.0942 data_cost: 0.0013 ips: 7.3115 images/s
[08/12 06:37:48] ppdet.engine INFO: Epoch: [12] [ 7500/54024] learning_rate: 0.000100 loss_class: 0.655398 loss_bbox: 0.103061 loss_giou: 0.466585 loss_class_aux: 4.072972 loss_bbox_aux: 0.677148 loss_giou_aux: 2.870039 loss_class_dn: 0.319311 loss_bbox_dn: 0.094764 loss_giou_dn: 0.342704 loss_class_aux_dn: 1.773667 loss_bbox_aux_dn: 0.589021 loss_giou_aux_dn: 1.975244 loss: 14.270332 eta: 41 days, 12:10:28 batch_cost: 1.0774 data_cost: 0.0013 ips: 7.4254 images/s
[08/12 06:39:47] ppdet.engine INFO: Epoch: [12] [ 7600/54024] learning_rate: 0.000100 loss_class: 0.675938 loss_bbox: 0.104924 loss_giou: 0.472185 loss_class_aux: 4.174201 loss_bbox_aux: 0.663910 loss_giou_aux: 2.897197 loss_class_dn: 0.324663 loss_bbox_dn: 0.100558 loss_giou_dn: 0.360590 loss_class_aux_dn: 1.740201 loss_bbox_aux_dn: 0.621848 loss_giou_aux_dn: 2.062261 loss: 14.091403 eta: 41 days, 12:09:10 batch_cost: 1.1426 data_cost: 0.0013 ips: 7.0013 images/s
[08/12 06:41:43] ppdet.engine INFO: Epoch: [12] [ 7700/54024] learning_rate: 0.000100 loss_class: 0.669811 loss_bbox: 0.099276 loss_giou: 0.490264 loss_class_aux: 4.131771 loss_bbox_aux: 0.680844 loss_giou_aux: 3.005392 loss_class_dn: 0.341492 loss_bbox_dn: 0.099321 loss_giou_dn: 0.375991 loss_class_aux_dn: 1.873398 loss_bbox_aux_dn: 0.594040 loss_giou_aux_dn: 2.125196 loss: 15.217786 eta: 41 days, 12:07:14 batch_cost: 1.1035 data_cost: 0.0013 ips: 7.2497 images/s
[08/12 06:43:37] ppdet.engine INFO: Epoch: [12] [ 7800/54024] learning_rate: 0.000100 loss_class: 0.688225 loss_bbox: 0.102887 loss_giou: 0.475232 loss_class_aux: 4.210149 loss_bbox_aux: 0.659125 loss_giou_aux: 3.024586 loss_class_dn: 0.343654 loss_bbox_dn: 0.093562 loss_giou_dn: 0.366800 loss_class_aux_dn: 1.894160 loss_bbox_aux_dn: 0.593439 loss_giou_aux_dn: 2.066891 loss: 14.466718 eta: 41 days, 12:05:04 batch_cost: 1.0899 data_cost: 0.0013 ips: 7.3399 images/s
[08/12 06:45:36] ppdet.engine INFO: Epoch: [12] [ 7900/54024] learning_rate: 0.000100 loss_class: 0.668164 loss_bbox: 0.104830 loss_giou: 0.436762 loss_class_aux: 4.116304 loss_bbox_aux: 0.711891 loss_giou_aux: 2.749788 loss_class_dn: 0.332145 loss_bbox_dn: 0.099550 loss_giou_dn: 0.341148 loss_class_aux_dn: 1.786526 loss_bbox_aux_dn: 0.630351 loss_giou_aux_dn: 1.983387 loss: 14.113594 eta: 41 days, 12:03:43 batch_cost: 1.1393 data_cost: 0.0013 ips: 7.0220 images/s
[08/12 06:47:39] ppdet.engine INFO: Epoch: [12] [ 8000/54024] learning_rate: 0.000100 loss_class: 0.659612 loss_bbox: 0.098975 loss_giou: 0.459314 loss_class_aux: 4.072289 loss_bbox_aux: 0.654150 loss_giou_aux: 2.914782 loss_class_dn: 0.325564 loss_bbox_dn: 0.098303 loss_giou_dn: 0.343097 loss_class_aux_dn: 1.730309 loss_bbox_aux_dn: 0.625237 loss_giou_aux_dn: 1.987824 loss: 14.082606 eta: 41 days, 12:03:02 batch_cost: 1.1803 data_cost: 0.0216 ips: 6.7781 images/s
[08/12 06:49:33] ppdet.engine INFO: Epoch: [12] [ 8100/54024] learning_rate: 0.000100 loss_class: 0.691425 loss_bbox: 0.105472 loss_giou: 0.515806 loss_class_aux: 4.318002 loss_bbox_aux: 0.705192 loss_giou_aux: 3.221226 loss_class_dn: 0.362468 loss_bbox_dn: 0.095771 loss_giou_dn: 0.382160 loss_class_aux_dn: 1.953539 loss_bbox_aux_dn: 0.614584 loss_giou_aux_dn: 2.172806 loss: 15.371485 eta: 41 days, 12:00:51 batch_cost: 1.0883 data_cost: 0.0013 ips: 7.3510 images/s
[08/12 06:51:32] ppdet.engine INFO: Epoch: [12] [ 8200/54024] learning_rate: 0.000100 loss_class: 0.690935 loss_bbox: 0.107610 loss_giou: 0.475715 loss_class_aux: 4.282018 loss_bbox_aux: 0.692150 loss_giou_aux: 2.918376 loss_class_dn: 0.351922 loss_bbox_dn: 0.100244 loss_giou_dn: 0.372049 loss_class_aux_dn: 1.893533 loss_bbox_aux_dn: 0.631843 loss_giou_aux_dn: 2.126573 loss: 14.838188 eta: 41 days, 11:59:24 batch_cost: 1.1343 data_cost: 0.0645 ips: 7.0528 images/s
[08/12 06:53:24] ppdet.engine INFO: Epoch: [12] [ 8300/54024] learning_rate: 0.000100 loss_class: 0.700883 loss_bbox: 0.102191 loss_giou: 0.508100 loss_class_aux: 4.326632 loss_bbox_aux: 0.677708 loss_giou_aux: 3.152241 loss_class_dn: 0.357875 loss_bbox_dn: 0.093183 loss_giou_dn: 0.382307 loss_class_aux_dn: 1.944201 loss_bbox_aux_dn: 0.586720 loss_giou_aux_dn: 2.214495 loss: 15.557849 eta: 41 days, 11:57:01 batch_cost: 1.0756 data_cost: 0.0013 ips: 7.4379 images/s
[08/12 06:55:34] ppdet.engine INFO: Epoch: [12] [ 8400/54024] learning_rate: 0.000100 loss_class: 0.668788 loss_bbox: 0.101168 loss_giou: 0.438560 loss_class_aux: 4.219611 loss_bbox_aux: 0.672290 loss_giou_aux: 2.783417 loss_class_dn: 0.326489 loss_bbox_dn: 0.098493 loss_giou_dn: 0.328857 loss_class_aux_dn: 1.797685 loss_bbox_aux_dn: 0.606942 loss_giou_aux_dn: 1.863740 loss: 14.409115 eta: 41 days, 11:57:25 batch_cost: 1.2475 data_cost: 0.0265 ips: 6.4127 images/s
[08/12 06:57:42] ppdet.engine INFO: Epoch: [12] [ 8500/54024] learning_rate: 0.000100 loss_class: 0.697681 loss_bbox: 0.102392 loss_giou: 0.487962 loss_class_aux: 4.290657 loss_bbox_aux: 0.657540 loss_giou_aux: 3.031365 loss_class_dn: 0.346846 loss_bbox_dn: 0.093525 loss_giou_dn: 0.368775 loss_class_aux_dn: 1.878137 loss_bbox_aux_dn: 0.584070 loss_giou_aux_dn: 2.141269 loss: 15.094216 eta: 41 days, 11:57:26 batch_cost: 1.2239 data_cost: 0.0013 ips: 6.5362 images/s
[08/12 06:59:32] ppdet.engine INFO: Epoch: [12] [ 8600/54024] learning_rate: 0.000100 loss_class: 0.678510 loss_bbox: 0.108174 loss_giou: 0.485807 loss_class_aux: 4.278569 loss_bbox_aux: 0.712816 loss_giou_aux: 2.986815 loss_class_dn: 0.344393 loss_bbox_dn: 0.104998 loss_giou_dn: 0.353446 loss_class_aux_dn: 1.879437 loss_bbox_aux_dn: 0.643686 loss_giou_aux_dn: 2.014853 loss: 14.683632 eta: 41 days, 11:54:41 batch_cost: 1.0540 data_cost: 0.0013 ips: 7.5900 images/s
[08/12 07:01:28] ppdet.engine INFO: Epoch: [12] [ 8700/54024] learning_rate: 0.000100 loss_class: 0.636835 loss_bbox: 0.101599 loss_giou: 0.496374 loss_class_aux: 3.920499 loss_bbox_aux: 0.668098 loss_giou_aux: 3.087673 loss_class_dn: 0.338489 loss_bbox_dn: 0.093894 loss_giou_dn: 0.361216 loss_class_aux_dn: 1.780167 loss_bbox_aux_dn: 0.571955 loss_giou_aux_dn: 2.065577 loss: 14.719059 eta: 41 days, 11:52:49 batch_cost: 1.1074 data_cost: 0.0013 ips: 7.2242 images/s
[08/12 07:03:28] ppdet.engine INFO: Epoch: [12] [ 8800/54024] learning_rate: 0.000100 loss_class: 0.714888 loss_bbox: 0.115812 loss_giou: 0.517992 loss_class_aux: 4.368922 loss_bbox_aux: 0.752992 loss_giou_aux: 3.236414 loss_class_dn: 0.354687 loss_bbox_dn: 0.101562 loss_giou_dn: 0.376404 loss_class_aux_dn: 1.914459 loss_bbox_aux_dn: 0.637307 loss_giou_aux_dn: 2.165375 loss: 15.208928 eta: 41 days, 11:51:30 batch_cost: 1.1422 data_cost: 0.0013 ips: 7.0042 images/s
[08/12 07:05:21] ppdet.engine INFO: Epoch: [12] [ 8900/54024] learning_rate: 0.000100 loss_class: 0.677847 loss_bbox: 0.110607 loss_giou: 0.522065 loss_class_aux: 4.240914 loss_bbox_aux: 0.696888 loss_giou_aux: 3.211908 loss_class_dn: 0.349552 loss_bbox_dn: 0.093647 loss_giou_dn: 0.379584 loss_class_aux_dn: 1.901466 loss_bbox_aux_dn: 0.586317 loss_giou_aux_dn: 2.148909 loss: 15.181592 eta: 41 days, 11:49:05 batch_cost: 1.0738 data_cost: 0.0013 ips: 7.4504 images/s
[08/12 07:07:18] ppdet.engine INFO: Epoch: [12] [ 9000/54024] learning_rate: 0.000100 loss_class: 0.691500 loss_bbox: 0.105264 loss_giou: 0.498575 loss_class_aux: 4.415548 loss_bbox_aux: 0.693072 loss_giou_aux: 3.135871 loss_class_dn: 0.352509 loss_bbox_dn: 0.100291 loss_giou_dn: 0.369872 loss_class_aux_dn: 1.895998 loss_bbox_aux_dn: 0.634732 loss_giou_aux_dn: 2.080937 loss: 15.358508 eta: 41 days, 11:47:24 batch_cost: 1.1196 data_cost: 0.0013 ips: 7.1455 images/s
[08/12 07:09:16] ppdet.engine INFO: Epoch: [12] [ 9100/54024] learning_rate: 0.000100 loss_class: 0.658581 loss_bbox: 0.102307 loss_giou: 0.439993 loss_class_aux: 4.087818 loss_bbox_aux: 0.671021 loss_giou_aux: 2.805916 loss_class_dn: 0.328753 loss_bbox_dn: 0.097161 loss_giou_dn: 0.346988 loss_class_aux_dn: 1.770613 loss_bbox_aux_dn: 0.605679 loss_giou_aux_dn: 1.987520 loss: 14.443267 eta: 41 days, 11:45:57 batch_cost: 1.1336 data_cost: 0.0035 ips: 7.0573 images/s
[08/12 07:11:17] ppdet.engine INFO: Epoch: [12] [ 9200/54024] learning_rate: 0.000100 loss_class: 0.689588 loss_bbox: 0.099748 loss_giou: 0.468656 loss_class_aux: 4.183248 loss_bbox_aux: 0.664054 loss_giou_aux: 2.915114 loss_class_dn: 0.326851 loss_bbox_dn: 0.091390 loss_giou_dn: 0.357823 loss_class_aux_dn: 1.773224 loss_bbox_aux_dn: 0.577510 loss_giou_aux_dn: 2.037142 loss: 14.225993 eta: 41 days, 11:44:50 batch_cost: 1.1545 data_cost: 0.0013 ips: 6.9295 images/s
[08/12 07:13:20] ppdet.engine INFO: Epoch: [12] [ 9300/54024] learning_rate: 0.000100 loss_class: 0.711278 loss_bbox: 0.113228 loss_giou: 0.530273 loss_class_aux: 4.393661 loss_bbox_aux: 0.728586 loss_giou_aux: 3.256920 loss_class_dn: 0.367604 loss_bbox_dn: 0.102445 loss_giou_dn: 0.390458 loss_class_aux_dn: 2.019966 loss_bbox_aux_dn: 0.605747 loss_giou_aux_dn: 2.227301 loss: 16.254795 eta: 41 days, 11:44:10 batch_cost: 1.1813 data_cost: 0.0014 ips: 6.7725 images/s
[08/12 07:15:18] ppdet.engine INFO: Epoch: [12] [ 9400/54024] learning_rate: 0.000100 loss_class: 0.679537 loss_bbox: 0.107495 loss_giou: 0.480213 loss_class_aux: 4.312510 loss_bbox_aux: 0.716173 loss_giou_aux: 3.026587 loss_class_dn: 0.334372 loss_bbox_dn: 0.103168 loss_giou_dn: 0.358130 loss_class_aux_dn: 1.836207 loss_bbox_aux_dn: 0.626869 loss_giou_aux_dn: 2.075245 loss: 14.914183 eta: 41 days, 11:42:31 batch_cost: 1.1217 data_cost: 0.0014 ips: 7.1320 images/s
[08/12 07:17:24] ppdet.engine INFO: Epoch: [12] [ 9500/54024] learning_rate: 0.000100 loss_class: 0.708265 loss_bbox: 0.096486 loss_giou: 0.479065 loss_class_aux: 4.360005 loss_bbox_aux: 0.622678 loss_giou_aux: 2.974657 loss_class_dn: 0.334144 loss_bbox_dn: 0.094355 loss_giou_dn: 0.359420 loss_class_aux_dn: 1.825876 loss_bbox_aux_dn: 0.571909 loss_giou_aux_dn: 2.098253 loss: 14.561718 eta: 41 days, 11:42:20 batch_cost: 1.2128 data_cost: 0.0013 ips: 6.5965 images/s
[08/12 07:19:39] ppdet.engine INFO: Epoch: [12] [ 9600/54024] learning_rate: 0.000100 loss_class: 0.696014 loss_bbox: 0.111461 loss_giou: 0.493362 loss_class_aux: 4.363480 loss_bbox_aux: 0.701071 loss_giou_aux: 3.096772 loss_class_dn: 0.350248 loss_bbox_dn: 0.101148 loss_giou_dn: 0.359651 loss_class_aux_dn: 1.885790 loss_bbox_aux_dn: 0.627567 loss_giou_aux_dn: 2.067354 loss: 14.761437 eta: 41 days, 11:43:27 batch_cost: 1.2924 data_cost: 0.0939 ips: 6.1902 images/s
[08/12 07:21:35] ppdet.engine INFO: Epoch: [12] [ 9700/54024] learning_rate: 0.000100 loss_class: 0.688345 loss_bbox: 0.105648 loss_giou: 0.510669 loss_class_aux: 4.236560 loss_bbox_aux: 0.685107 loss_giou_aux: 3.180122 loss_class_dn: 0.339429 loss_bbox_dn: 0.096253 loss_giou_dn: 0.366631 loss_class_aux_dn: 1.817548 loss_bbox_aux_dn: 0.605698 loss_giou_aux_dn: 2.097505 loss: 14.999990 eta: 41 days, 11:41:42 batch_cost: 1.1151 data_cost: 0.0013 ips: 7.1742 images/s
[08/12 07:23:30] ppdet.engine INFO: Epoch: [12] [ 9800/54024] learning_rate: 0.000100 loss_class: 0.693748 loss_bbox: 0.114350 loss_giou: 0.551605 loss_class_aux: 4.342577 loss_bbox_aux: 0.764948 loss_giou_aux: 3.385293 loss_class_dn: 0.350017 loss_bbox_dn: 0.103751 loss_giou_dn: 0.405565 loss_class_aux_dn: 1.893300 loss_bbox_aux_dn: 0.650212 loss_giou_aux_dn: 2.294974 loss: 15.629159 eta: 41 days, 11:39:38 batch_cost: 1.0955 data_cost: 0.0015 ips: 7.3024 images/s
[08/12 07:25:22] ppdet.engine INFO: Epoch: [12] [ 9900/54024] learning_rate: 0.000100 loss_class: 0.698785 loss_bbox: 0.113079 loss_giou: 0.535242 loss_class_aux: 4.302743 loss_bbox_aux: 0.734551 loss_giou_aux: 3.291748 loss_class_dn: 0.346194 loss_bbox_dn: 0.099621 loss_giou_dn: 0.375598 loss_class_aux_dn: 1.848508 loss_bbox_aux_dn: 0.622215 loss_giou_aux_dn: 2.120665 loss: 15.430414 eta: 41 days, 11:37:12 batch_cost: 1.0736 data_cost: 0.0014 ips: 7.4513 images/s
[08/12 07:27:41] ppdet.engine INFO: Epoch: [12] [10000/54024] learning_rate: 0.000100 loss_class: 0.725550 loss_bbox: 0.110839 loss_giou: 0.504317 loss_class_aux: 4.444574 loss_bbox_aux: 0.752283 loss_giou_aux: 3.131897 loss_class_dn: 0.360832 loss_bbox_dn: 0.096938 loss_giou_dn: 0.379442 loss_class_aux_dn: 1.937738 loss_bbox_aux_dn: 0.598283 loss_giou_aux_dn: 2.208825 loss: 15.964214 eta: 41 days, 11:38:58 batch_cost: 1.3325 data_cost: 0.0013 ips: 6.0038 images/s
[08/12 07:29:40] ppdet.engine INFO: Epoch: [12] [10100/54024] learning_rate: 0.000100 loss_class: 0.702465 loss_bbox: 0.107506 loss_giou: 0.472840 loss_class_aux: 4.356154 loss_bbox_aux: 0.704461 loss_giou_aux: 2.993695 loss_class_dn: 0.340248 loss_bbox_dn: 0.095866 loss_giou_dn: 0.364669 loss_class_aux_dn: 1.868886 loss_bbox_aux_dn: 0.603788 loss_giou_aux_dn: 2.116001 loss: 14.963032 eta: 41 days, 11:37:28 batch_cost: 1.1312 data_cost: 0.0337 ips: 7.0723 images/s
[08/12 07:31:37] ppdet.engine INFO: Epoch: [12] [10200/54024] learning_rate: 0.000100 loss_class: 0.678478 loss_bbox: 0.107454 loss_giou: 0.494379 loss_class_aux: 4.148128 loss_bbox_aux: 0.696298 loss_giou_aux: 3.140784 loss_class_dn: 0.334795 loss_bbox_dn: 0.097244 loss_giou_dn: 0.367012 loss_class_aux_dn: 1.819650 loss_bbox_aux_dn: 0.614441 loss_giou_aux_dn: 2.124784 loss: 14.824416 eta: 41 days, 11:35:45 batch_cost: 1.1172 data_cost: 0.0223 ips: 7.1608 images/s
[08/12 07:33:27] ppdet.engine INFO: Epoch: [12] [10300/54024] learning_rate: 0.000100 loss_class: 0.723388 loss_bbox: 0.110387 loss_giou: 0.531046 loss_class_aux: 4.572169 loss_bbox_aux: 0.702049 loss_giou_aux: 3.228762 loss_class_dn: 0.364848 loss_bbox_dn: 0.093669 loss_giou_dn: 0.388673 loss_class_aux_dn: 1.967230 loss_bbox_aux_dn: 0.578192 loss_giou_aux_dn: 2.201331 loss: 15.938725 eta: 41 days, 11:32:59 batch_cost: 1.0523 data_cost: 0.0013 ips: 7.6021 images/s
[08/12 07:35:28] ppdet.engine INFO: Epoch: [12] [10400/54024] learning_rate: 0.000100 loss_class: 0.702003 loss_bbox: 0.110993 loss_giou: 0.496691 loss_class_aux: 4.411619 loss_bbox_aux: 0.735938 loss_giou_aux: 3.066753 loss_class_dn: 0.344402 loss_bbox_dn: 0.102992 loss_giou_dn: 0.378265 loss_class_aux_dn: 1.891343 loss_bbox_aux_dn: 0.636629 loss_giou_aux_dn: 2.177445 loss: 15.020735 eta: 41 days, 11:31:48 batch_cost: 1.1510 data_cost: 0.0021 ips: 6.9508 images/s
[08/12 07:37:21] ppdet.engine INFO: Epoch: [12] [10500/54024] learning_rate: 0.000100 loss_class: 0.717897 loss_bbox: 0.113426 loss_giou: 0.496311 loss_class_aux: 4.483192 loss_bbox_aux: 0.725282 loss_giou_aux: 3.097317 loss_class_dn: 0.368106 loss_bbox_dn: 0.101747 loss_giou_dn: 0.396392 loss_class_aux_dn: 2.016531 loss_bbox_aux_dn: 0.648358 loss_giou_aux_dn: 2.270442 loss: 16.034694 eta: 41 days, 11:29:28 batch_cost: 1.0789 data_cost: 0.0013 ips: 7.4151 images/s
[08/12 07:39:14] ppdet.engine INFO: Epoch: [12] [10600/54024] learning_rate: 0.000100 loss_class: 0.668575 loss_bbox: 0.107550 loss_giou: 0.441439 loss_class_aux: 4.149409 loss_bbox_aux: 0.695128 loss_giou_aux: 2.789806 loss_class_dn: 0.329893 loss_bbox_dn: 0.095627 loss_giou_dn: 0.341554 loss_class_aux_dn: 1.782667 loss_bbox_aux_dn: 0.591495 loss_giou_aux_dn: 1.989555 loss: 14.291280 eta: 41 days, 11:27:14 batch_cost: 1.0852 data_cost: 0.0013 ips: 7.3717 images/s
[08/12 07:41:08] ppdet.engine INFO: Epoch: [12] [10700/54024] learning_rate: 0.000100 loss_class: 0.656855 loss_bbox: 0.100956 loss_giou: 0.488951 loss_class_aux: 4.071252 loss_bbox_aux: 0.668382 loss_giou_aux: 3.006181 loss_class_dn: 0.333122 loss_bbox_dn: 0.092506 loss_giou_dn: 0.371655 loss_class_aux_dn: 1.794674 loss_bbox_aux_dn: 0.579675 loss_giou_aux_dn: 2.081778 loss: 14.409165 eta: 41 days, 11:24:58 batch_cost: 1.0831 data_cost: 0.0104 ips: 7.3864 images/s
[08/12 07:43:01] ppdet.engine INFO: Epoch: [12] [10800/54024] learning_rate: 0.000100 loss_class: 0.649452 loss_bbox: 0.105174 loss_giou: 0.425652 loss_class_aux: 4.031572 loss_bbox_aux: 0.668915 loss_giou_aux: 2.660625 loss_class_dn: 0.312018 loss_bbox_dn: 0.096693 loss_giou_dn: 0.337654 loss_class_aux_dn: 1.687285 loss_bbox_aux_dn: 0.591536 loss_giou_aux_dn: 1.937022 loss: 13.890682 eta: 41 days, 11:22:39 batch_cost: 1.0800 data_cost: 0.0101 ips: 7.4076 images/s
[08/12 07:45:01] ppdet.engine INFO: Epoch: [12] [10900/54024] learning_rate: 0.000100 loss_class: 0.650956 loss_bbox: 0.110519 loss_giou: 0.505667 loss_class_aux: 4.014984 loss_bbox_aux: 0.697141 loss_giou_aux: 3.197759 loss_class_dn: 0.325069 loss_bbox_dn: 0.092960 loss_giou_dn: 0.365061 loss_class_aux_dn: 1.759178 loss_bbox_aux_dn: 0.570559 loss_giou_aux_dn: 2.130028 loss: 14.678192 eta: 41 days, 11:21:22 batch_cost: 1.1451 data_cost: 0.0013 ips: 6.9861 images/s
[08/12 07:46:59] ppdet.engine INFO: Epoch: [12] [11000/54024] learning_rate: 0.000100 loss_class: 0.670450 loss_bbox: 0.103370 loss_giou: 0.470564 loss_class_aux: 4.191428 loss_bbox_aux: 0.670432 loss_giou_aux: 2.912007 loss_class_dn: 0.343376 loss_bbox_dn: 0.095269 loss_giou_dn: 0.372736 loss_class_aux_dn: 1.866971 loss_bbox_aux_dn: 0.578879 loss_giou_aux_dn: 2.160397 loss: 14.995867 eta: 41 days, 11:19:42 batch_cost: 1.1205 data_cost: 0.0254 ips: 7.1396 images/s
[08/12 07:48:59] ppdet.engine INFO: Epoch: [12] [11100/54024] learning_rate: 0.000100 loss_class: 0.691398 loss_bbox: 0.108246 loss_giou: 0.511800 loss_class_aux: 4.229613 loss_bbox_aux: 0.707460 loss_giou_aux: 3.206283 loss_class_dn: 0.345991 loss_bbox_dn: 0.093574 loss_giou_dn: 0.378062 loss_class_aux_dn: 1.866190 loss_bbox_aux_dn: 0.597539 loss_giou_aux_dn: 2.180274 loss: 15.492602 eta: 41 days, 11:18:33 batch_cost: 1.1521 data_cost: 0.0101 ips: 6.9441 images/s
[08/12 07:51:01] ppdet.engine INFO: Epoch: [12] [11200/54024] learning_rate: 0.000100 loss_class: 0.663824 loss_bbox: 0.104225 loss_giou: 0.489094 loss_class_aux: 4.202726 loss_bbox_aux: 0.662478 loss_giou_aux: 3.064454 loss_class_dn: 0.337237 loss_bbox_dn: 0.087952 loss_giou_dn: 0.359681 loss_class_aux_dn: 1.838686 loss_bbox_aux_dn: 0.535003 loss_giou_aux_dn: 2.049729 loss: 14.485816 eta: 41 days, 11:17:43 batch_cost: 1.1726 data_cost: 0.0017 ips: 6.8226 images/s
[08/12 07:53:00] ppdet.engine INFO: Epoch: [12] [11300/54024] learning_rate: 0.000100 loss_class: 0.683896 loss_bbox: 0.098734 loss_giou: 0.455977 loss_class_aux: 4.153648 loss_bbox_aux: 0.649830 loss_giou_aux: 2.801132 loss_class_dn: 0.331757 loss_bbox_dn: 0.091036 loss_giou_dn: 0.344313 loss_class_aux_dn: 1.810958 loss_bbox_aux_dn: 0.568414 loss_giou_aux_dn: 2.022990 loss: 14.127415 eta: 41 days, 11:16:21 batch_cost: 1.1393 data_cost: 0.0013 ips: 7.0216 images/s
[08/12 07:55:08] ppdet.engine INFO: Epoch: [12] [11400/54024] learning_rate: 0.000100 loss_class: 0.700146 loss_bbox: 0.102385 loss_giou: 0.470612 loss_class_aux: 4.362286 loss_bbox_aux: 0.671778 loss_giou_aux: 2.923715 loss_class_dn: 0.341891 loss_bbox_dn: 0.095108 loss_giou_dn: 0.351676 loss_class_aux_dn: 1.873047 loss_bbox_aux_dn: 0.593890 loss_giou_aux_dn: 1.990503 loss: 15.142103 eta: 41 days, 11:16:18 batch_cost: 1.2218 data_cost: 0.0442 ips: 6.5476 images/s
[08/12 07:57:10] ppdet.engine INFO: Epoch: [12] [11500/54024] learning_rate: 0.000100 loss_class: 0.698283 loss_bbox: 0.116369 loss_giou: 0.521016 loss_class_aux: 4.270767 loss_bbox_aux: 0.744378 loss_giou_aux: 3.210841 loss_class_dn: 0.348335 loss_bbox_dn: 0.097310 loss_giou_dn: 0.374234 loss_class_aux_dn: 1.912488 loss_bbox_aux_dn: 0.607130 loss_giou_aux_dn: 2.164657 loss: 15.561244 eta: 41 days, 11:15:20 batch_cost: 1.1636 data_cost: 0.0013 ips: 6.8752 images/s
[08/12 07:59:08] ppdet.engine INFO: Epoch: [12] [11600/54024] learning_rate: 0.000100 loss_class: 0.660351 loss_bbox: 0.108246 loss_giou: 0.472560 loss_class_aux: 4.148272 loss_bbox_aux: 0.682983 loss_giou_aux: 2.982804 loss_class_dn: 0.336410 loss_bbox_dn: 0.090434 loss_giou_dn: 0.348628 loss_class_aux_dn: 1.823863 loss_bbox_aux_dn: 0.557863 loss_giou_aux_dn: 2.025146 loss: 14.490578 eta: 41 days, 11:13:47 batch_cost: 1.1276 data_cost: 0.0410 ips: 7.0947 images/s
[08/12 08:01:01] ppdet.engine INFO: Epoch: [12] [11700/54024] learning_rate: 0.000100 loss_class: 0.689453 loss_bbox: 0.106047 loss_giou: 0.455868 loss_class_aux: 4.268206 loss_bbox_aux: 0.695269 loss_giou_aux: 2.854809 loss_class_dn: 0.341545 loss_bbox_dn: 0.100624 loss_giou_dn: 0.342768 loss_class_aux_dn: 1.859188 loss_bbox_aux_dn: 0.610392 loss_giou_aux_dn: 1.984168 loss: 14.259544 eta: 41 days, 11:11:33 batch_cost: 1.0863 data_cost: 0.0013 ips: 7.3648 images/s
[08/12 08:03:06] ppdet.engine INFO: Epoch: [12] [11800/54024] learning_rate: 0.000100 loss_class: 0.672365 loss_bbox: 0.106318 loss_giou: 0.500774 loss_class_aux: 4.089349 loss_bbox_aux: 0.694413 loss_giou_aux: 3.220172 loss_class_dn: 0.337252 loss_bbox_dn: 0.094968 loss_giou_dn: 0.393731 loss_class_aux_dn: 1.806325 loss_bbox_aux_dn: 0.590982 loss_giou_aux_dn: 2.251527 loss: 14.907648 eta: 41 days, 11:11:06 batch_cost: 1.1957 data_cost: 0.0268 ips: 6.6907 images/s
[08/12 08:05:02] ppdet.engine INFO: Epoch: [12] [11900/54024] learning_rate: 0.000100 loss_class: 0.690162 loss_bbox: 0.112491 loss_giou: 0.545836 loss_class_aux: 4.299484 loss_bbox_aux: 0.718740 loss_giou_aux: 3.354950 loss_class_dn: 0.375036 loss_bbox_dn: 0.091057 loss_giou_dn: 0.384278 loss_class_aux_dn: 2.041181 loss_bbox_aux_dn: 0.571956 loss_giou_aux_dn: 2.232988 loss: 16.015565 eta: 41 days, 11:09:08 batch_cost: 1.1024 data_cost: 0.0021 ips: 7.2570 images/s
[08/12 08:06:57] ppdet.engine INFO: Epoch: [12] [12000/54024] learning_rate: 0.000100 loss_class: 0.643970 loss_bbox: 0.101957 loss_giou: 0.492985 loss_class_aux: 4.025039 loss_bbox_aux: 0.654100 loss_giou_aux: 3.036564 loss_class_dn: 0.321061 loss_bbox_dn: 0.089446 loss_giou_dn: 0.350313 loss_class_aux_dn: 1.740152 loss_bbox_aux_dn: 0.561522 loss_giou_aux_dn: 2.027257 loss: 14.328911 eta: 41 days, 11:07:15 batch_cost: 1.1068 data_cost: 0.0014 ips: 7.2280 images/s
[08/12 08:08:51] ppdet.engine INFO: Epoch: [12] [12100/54024] learning_rate: 0.000100 loss_class: 0.694192 loss_bbox: 0.109062 loss_giou: 0.514448 loss_class_aux: 4.311757 loss_bbox_aux: 0.717984 loss_giou_aux: 3.267286 loss_class_dn: 0.367334 loss_bbox_dn: 0.091534 loss_giou_dn: 0.413066 loss_class_aux_dn: 1.959831 loss_bbox_aux_dn: 0.554689 loss_giou_aux_dn: 2.366834 loss: 15.556094 eta: 41 days, 11:04:58 batch_cost: 1.0823 data_cost: 0.0013 ips: 7.3917 images/s
[08/12 08:10:43] ppdet.engine INFO: Epoch: [12] [12200/54024] learning_rate: 0.000100 loss_class: 0.669348 loss_bbox: 0.097614 loss_giou: 0.489003 loss_class_aux: 4.192739 loss_bbox_aux: 0.635076 loss_giou_aux: 3.077156 loss_class_dn: 0.341097 loss_bbox_dn: 0.090021 loss_giou_dn: 0.362352 loss_class_aux_dn: 1.855346 loss_bbox_aux_dn: 0.554531 loss_giou_aux_dn: 2.114780 loss: 14.632538 eta: 41 days, 11:02:30 batch_cost: 1.0709 data_cost: 0.0013 ips: 7.4701 images/s
[08/12 08:12:39] ppdet.engine INFO: Epoch: [12] [12300/54024] learning_rate: 0.000100 loss_class: 0.691012 loss_bbox: 0.100471 loss_giou: 0.463609 loss_class_aux: 4.224694 loss_bbox_aux: 0.655065 loss_giou_aux: 2.977027 loss_class_dn: 0.343418 loss_bbox_dn: 0.101421 loss_giou_dn: 0.354283 loss_class_aux_dn: 1.836783 loss_bbox_aux_dn: 0.625035 loss_giou_aux_dn: 2.062303 loss: 15.103758 eta: 41 days, 11:00:28 batch_cost: 1.0981 data_cost: 0.0014 ips: 7.2852 images/s
[08/12 08:14:33] ppdet.engine INFO: Epoch: [12] [12400/54024] learning_rate: 0.000100 loss_class: 0.669912 loss_bbox: 0.097645 loss_giou: 0.479843 loss_class_aux: 4.170508 loss_bbox_aux: 0.641208 loss_giou_aux: 2.952370 loss_class_dn: 0.335182 loss_bbox_dn: 0.093225 loss_giou_dn: 0.356977 loss_class_aux_dn: 1.806176 loss_bbox_aux_dn: 0.568806 loss_giou_aux_dn: 2.063432 loss: 14.292042 eta: 41 days, 10:58:18 batch_cost: 1.0890 data_cost: 0.0013 ips: 7.3461 images/s
[08/12 08:16:36] ppdet.engine INFO: Epoch: [12] [12500/54024] learning_rate: 0.000100 loss_class: 0.700268 loss_bbox: 0.098437 loss_giou: 0.445410 loss_class_aux: 4.318757 loss_bbox_aux: 0.666197 loss_giou_aux: 2.787320 loss_class_dn: 0.318345 loss_bbox_dn: 0.094453 loss_giou_dn: 0.339226 loss_class_aux_dn: 1.742765 loss_bbox_aux_dn: 0.594438 loss_giou_aux_dn: 1.900613 loss: 13.804448 eta: 41 days, 10:57:29 batch_cost: 1.1741 data_cost: 0.0013 ips: 6.8138 images/s
[08/12 08:18:33] ppdet.engine INFO: Epoch: [12] [12600/54024] learning_rate: 0.000100 loss_class: 0.696886 loss_bbox: 0.108490 loss_giou: 0.504249 loss_class_aux: 4.331184 loss_bbox_aux: 0.710700 loss_giou_aux: 3.126308 loss_class_dn: 0.352723 loss_bbox_dn: 0.090381 loss_giou_dn: 0.373791 loss_class_aux_dn: 1.878101 loss_bbox_aux_dn: 0.567012 loss_giou_aux_dn: 2.114998 loss: 15.101421 eta: 41 days, 10:55:47 batch_cost: 1.1181 data_cost: 0.0015 ips: 7.1549 images/s
[08/12 08:20:36] ppdet.engine INFO: Epoch: [12] [12700/54024] learning_rate: 0.000100 loss_class: 0.718383 loss_bbox: 0.103447 loss_giou: 0.483272 loss_class_aux: 4.378518 loss_bbox_aux: 0.656721 loss_giou_aux: 3.031118 loss_class_dn: 0.343404 loss_bbox_dn: 0.094844 loss_giou_dn: 0.378215 loss_class_aux_dn: 1.855317 loss_bbox_aux_dn: 0.575413 loss_giou_aux_dn: 2.205838 loss: 15.343210 eta: 41 days, 10:55:01 batch_cost: 1.1777 data_cost: 0.0014 ips: 6.7928 images/s
[08/12 08:22:38] ppdet.engine INFO: Epoch: [12] [12800/54024] learning_rate: 0.000100 loss_class: 0.670955 loss_bbox: 0.114165 loss_giou: 0.476708 loss_class_aux: 4.242554 loss_bbox_aux: 0.737770 loss_giou_aux: 2.960425 loss_class_dn: 0.325075 loss_bbox_dn: 0.101829 loss_giou_dn: 0.363329 loss_class_aux_dn: 1.758234 loss_bbox_aux_dn: 0.626712 loss_giou_aux_dn: 2.107437 loss: 14.247622 eta: 41 days, 10:54:15 batch_cost: 1.1762 data_cost: 0.0013 ips: 6.8019 images/s
[08/12 08:24:38] ppdet.engine INFO: Epoch: [12] [12900/54024] learning_rate: 0.000100 loss_class: 0.698664 loss_bbox: 0.100980 loss_giou: 0.456778 loss_class_aux: 4.292439 loss_bbox_aux: 0.670553 loss_giou_aux: 2.795282 loss_class_dn: 0.337123 loss_bbox_dn: 0.091360 loss_giou_dn: 0.355898 loss_class_aux_dn: 1.820254 loss_bbox_aux_dn: 0.576095 loss_giou_aux_dn: 1.999928 loss: 14.279203 eta: 41 days, 10:52:56 batch_cost: 1.1427 data_cost: 0.0013 ips: 7.0012 images/s
[08/12 08:26:32] ppdet.engine INFO: Epoch: [12] [13000/54024] learning_rate: 0.000100 loss_class: 0.647578 loss_bbox: 0.100866 loss_giou: 0.448826 loss_class_aux: 4.011733 loss_bbox_aux: 0.658305 loss_giou_aux: 2.826012 loss_class_dn: 0.314573 loss_bbox_dn: 0.086776 loss_giou_dn: 0.342931 loss_class_aux_dn: 1.715710 loss_bbox_aux_dn: 0.548249 loss_giou_aux_dn: 1.979342 loss: 14.075043 eta: 41 days, 10:50:51 batch_cost: 1.0951 data_cost: 0.0013 ips: 7.3055 images/s
[08/12 08:28:26] ppdet.engine INFO: Epoch: [12] [13100/54024] learning_rate: 0.000100 loss_class: 0.689571 loss_bbox: 0.096490 loss_giou: 0.464383 loss_class_aux: 4.177696 loss_bbox_aux: 0.625764 loss_giou_aux: 2.959032 loss_class_dn: 0.321607 loss_bbox_dn: 0.086525 loss_giou_dn: 0.357004 loss_class_aux_dn: 1.742684 loss_bbox_aux_dn: 0.539465 loss_giou_aux_dn: 2.067727 loss: 13.892798 eta: 41 days, 10:48:38 batch_cost: 1.0868 data_cost: 0.0147 ips: 7.3613 images/s
[08/12 08:30:20] ppdet.engine INFO: Epoch: [12] [13200/54024] learning_rate: 0.000100 loss_class: 0.706036 loss_bbox: 0.098078 loss_giou: 0.475650 loss_class_aux: 4.345096 loss_bbox_aux: 0.637132 loss_giou_aux: 2.946669 loss_class_dn: 0.338457 loss_bbox_dn: 0.096476 loss_giou_dn: 0.361577 loss_class_aux_dn: 1.844245 loss_bbox_aux_dn: 0.587978 loss_giou_aux_dn: 2.116076 loss: 14.493787 eta: 41 days, 10:46:27 batch_cost: 1.0884 data_cost: 0.0015 ips: 7.3505 images/s
[08/12 08:32:18] ppdet.engine INFO: Epoch: [12] [13300/54024] learning_rate: 0.000100 loss_class: 0.718897 loss_bbox: 0.111246 loss_giou: 0.514622 loss_class_aux: 4.501522 loss_bbox_aux: 0.712516 loss_giou_aux: 3.187755 loss_class_dn: 0.370089 loss_bbox_dn: 0.101020 loss_giou_dn: 0.384360 loss_class_aux_dn: 1.978288 loss_bbox_aux_dn: 0.603334 loss_giou_aux_dn: 2.198724 loss: 15.776777 eta: 41 days, 10:44:56 batch_cost: 1.1297 data_cost: 0.0045 ips: 7.0813 images/s
[08/12 08:34:15] ppdet.engine INFO: Epoch: [12] [13400/54024] learning_rate: 0.000100 loss_class: 0.661382 loss_bbox: 0.097385 loss_giou: 0.491770 loss_class_aux: 4.117387 loss_bbox_aux: 0.625612 loss_giou_aux: 3.049793 loss_class_dn: 0.341201 loss_bbox_dn: 0.088933 loss_giou_dn: 0.369179 loss_class_aux_dn: 1.854577 loss_bbox_aux_dn: 0.551966 loss_giou_aux_dn: 2.184436 loss: 14.847703 eta: 41 days, 10:43:14 batch_cost: 1.1189 data_cost: 0.0013 ips: 7.1498 images/s
[08/12 08:36:13] ppdet.engine INFO: Epoch: [12] [13500/54024] learning_rate: 0.000100 loss_class: 0.692145 loss_bbox: 0.110452 loss_giou: 0.480702 loss_class_aux: 4.311923 loss_bbox_aux: 0.708817 loss_giou_aux: 2.994887 loss_class_dn: 0.348504 loss_bbox_dn: 0.102607 loss_giou_dn: 0.359554 loss_class_aux_dn: 1.901952 loss_bbox_aux_dn: 0.632950 loss_giou_aux_dn: 2.071981 loss: 15.142728 eta: 41 days, 10:41:32 batch_cost: 1.1186 data_cost: 0.0013 ips: 7.1519 images/s
[08/12 08:38:06] ppdet.engine INFO: Epoch: [12] [13600/54024] learning_rate: 0.000100 loss_class: 0.732057 loss_bbox: 0.115024 loss_giou: 0.544847 loss_class_aux: 4.433766 loss_bbox_aux: 0.728965 loss_giou_aux: 3.349558 loss_class_dn: 0.373261 loss_bbox_dn: 0.102464 loss_giou_dn: 0.406853 loss_class_aux_dn: 2.014723 loss_bbox_aux_dn: 0.640620 loss_giou_aux_dn: 2.303732 loss: 16.163467 eta: 41 days, 10:39:11 batch_cost: 1.0773 data_cost: 0.0013 ips: 7.4260 images/s
[08/12 08:40:00] ppdet.engine INFO: Epoch: [12] [13700/54024] learning_rate: 0.000100 loss_class: 0.604459 loss_bbox: 0.099063 loss_giou: 0.430639 loss_class_aux: 3.739411 loss_bbox_aux: 0.633362 loss_giou_aux: 2.678633 loss_class_dn: 0.304082 loss_bbox_dn: 0.086863 loss_giou_dn: 0.320239 loss_class_aux_dn: 1.637415 loss_bbox_aux_dn: 0.528166 loss_giou_aux_dn: 1.824361 loss: 12.913276 eta: 41 days, 10:36:58 batch_cost: 1.0871 data_cost: 0.0013 ips: 7.3588 images/s
[08/12 08:42:11] ppdet.engine INFO: Epoch: [12] [13800/54024] learning_rate: 0.000100 loss_class: 0.671444 loss_bbox: 0.105558 loss_giou: 0.463465 loss_class_aux: 4.166570 loss_bbox_aux: 0.690618 loss_giou_aux: 2.849335 loss_class_dn: 0.341275 loss_bbox_dn: 0.099079 loss_giou_dn: 0.346148 loss_class_aux_dn: 1.825758 loss_bbox_aux_dn: 0.615676 loss_giou_aux_dn: 2.034980 loss: 14.884648 eta: 41 days, 10:37:35 batch_cost: 1.2642 data_cost: 0.0067 ips: 6.3281 images/s
[08/12 08:44:12] ppdet.engine INFO: Epoch: [12] [13900/54024] learning_rate: 0.000100 loss_class: 0.706131 loss_bbox: 0.099654 loss_giou: 0.475341 loss_class_aux: 4.382342 loss_bbox_aux: 0.665542 loss_giou_aux: 2.965900 loss_class_dn: 0.344536 loss_bbox_dn: 0.088251 loss_giou_dn: 0.359635 loss_class_aux_dn: 1.856590 loss_bbox_aux_dn: 0.555978 loss_giou_aux_dn: 2.056481 loss: 14.488621 eta: 41 days, 10:36:33 batch_cost: 1.1605 data_cost: 0.0013 ips: 6.8936 images/s
[08/12 08:46:09] ppdet.engine INFO: Epoch: [12] [14000/54024] learning_rate: 0.000100 loss_class: 0.707067 loss_bbox: 0.106310 loss_giou: 0.498759 loss_class_aux: 4.372390 loss_bbox_aux: 0.700481 loss_giou_aux: 3.086992 loss_class_dn: 0.345215 loss_bbox_dn: 0.098183 loss_giou_dn: 0.378426 loss_class_aux_dn: 1.838816 loss_bbox_aux_dn: 0.604279 loss_giou_aux_dn: 2.195535 loss: 15.125728 eta: 41 days, 10:34:46 batch_cost: 1.1128 data_cost: 0.0014 ips: 7.1890 images/s
[08/12 08:48:03] ppdet.engine INFO: Epoch: [12] [14100/54024] learning_rate: 0.000100 loss_class: 0.634644 loss_bbox: 0.101537 loss_giou: 0.460617 loss_class_aux: 3.913371 loss_bbox_aux: 0.660721 loss_giou_aux: 2.942493 loss_class_dn: 0.316802 loss_bbox_dn: 0.093234 loss_giou_dn: 0.351597 loss_class_aux_dn: 1.705122 loss_bbox_aux_dn: 0.571623 loss_giou_aux_dn: 1.966140 loss: 13.637297 eta: 41 days, 10:32:38 batch_cost: 1.0921 data_cost: 0.0013 ips: 7.3255 images/s
[08/12 08:49:56] ppdet.engine INFO: Epoch: [12] [14200/54024] learning_rate: 0.000100 loss_class: 0.682334 loss_bbox: 0.111024 loss_giou: 0.505559 loss_class_aux: 4.254671 loss_bbox_aux: 0.722330 loss_giou_aux: 3.179939 loss_class_dn: 0.349622 loss_bbox_dn: 0.099916 loss_giou_dn: 0.393551 loss_class_aux_dn: 1.887599 loss_bbox_aux_dn: 0.616378 loss_giou_aux_dn: 2.246891 loss: 15.235985 eta: 41 days, 10:30:12 batch_cost: 1.0723 data_cost: 0.0017 ips: 7.4603 images/s
[08/12 08:51:47] ppdet.engine INFO: Epoch: [12] [14300/54024] learning_rate: 0.000100 loss_class: 0.696217 loss_bbox: 0.110698 loss_giou: 0.507152 loss_class_aux: 4.370082 loss_bbox_aux: 0.709864 loss_giou_aux: 3.116901 loss_class_dn: 0.343371 loss_bbox_dn: 0.097790 loss_giou_dn: 0.373079 loss_class_aux_dn: 1.839747 loss_bbox_aux_dn: 0.609930 loss_giou_aux_dn: 2.130090 loss: 15.007383 eta: 41 days, 10:27:32 batch_cost: 1.0580 data_cost: 0.0041 ips: 7.5613 images/s
[08/12 08:53:39] ppdet.engine INFO: Epoch: [12] [14400/54024] learning_rate: 0.000100 loss_class: 0.701261 loss_bbox: 0.107335 loss_giou: 0.473492 loss_class_aux: 4.303729 loss_bbox_aux: 0.685706 loss_giou_aux: 2.949513 loss_class_dn: 0.346897 loss_bbox_dn: 0.095726 loss_giou_dn: 0.351262 loss_class_aux_dn: 1.873083 loss_bbox_aux_dn: 0.597725 loss_giou_aux_dn: 2.066988 loss: 14.878572 eta: 41 days, 10:25:04 batch_cost: 1.0710 data_cost: 0.0125 ips: 7.4695 images/s
[08/12 08:55:34] ppdet.engine INFO: Epoch: [12] [14500/54024] learning_rate: 0.000100 loss_class: 0.695683 loss_bbox: 0.108545 loss_giou: 0.523974 loss_class_aux: 4.265362 loss_bbox_aux: 0.700659 loss_giou_aux: 3.353683 loss_class_dn: 0.366408 loss_bbox_dn: 0.095366 loss_giou_dn: 0.386714 loss_class_aux_dn: 1.948099 loss_bbox_aux_dn: 0.590813 loss_giou_aux_dn: 2.266769 loss: 15.777403 eta: 41 days, 10:23:05 batch_cost: 1.1009 data_cost: 0.0013 ips: 7.2670 images/s
[08/12 08:57:28] ppdet.engine INFO: Epoch: [12] [14600/54024] learning_rate: 0.000100 loss_class: 0.661921 loss_bbox: 0.100324 loss_giou: 0.429243 loss_class_aux: 4.142882 loss_bbox_aux: 0.667808 loss_giou_aux: 2.707135 loss_class_dn: 0.330866 loss_bbox_dn: 0.101103 loss_giou_dn: 0.338477 loss_class_aux_dn: 1.790663 loss_bbox_aux_dn: 0.627677 loss_giou_aux_dn: 1.937022 loss: 14.436662 eta: 41 days, 10:20:56 batch_cost: 1.0898 data_cost: 0.0013 ips: 7.3409 images/s
[08/12 08:59:26] ppdet.engine INFO: Epoch: [12] [14700/54024] learning_rate: 0.000100 loss_class: 0.694434 loss_bbox: 0.103397 loss_giou: 0.492908 loss_class_aux: 4.296725 loss_bbox_aux: 0.662076 loss_giou_aux: 3.035390 loss_class_dn: 0.342422 loss_bbox_dn: 0.097965 loss_giou_dn: 0.376722 loss_class_aux_dn: 1.838424 loss_bbox_aux_dn: 0.612008 loss_giou_aux_dn: 2.155656 loss: 14.964460 eta: 41 days, 10:19:20 batch_cost: 1.1256 data_cost: 0.0479 ips: 7.1074 images/s
[08/12 09:01:19] ppdet.engine INFO: Epoch: [12] [14800/54024] learning_rate: 0.000100 loss_class: 0.686629 loss_bbox: 0.102764 loss_giou: 0.523442 loss_class_aux: 4.240295 loss_bbox_aux: 0.682540 loss_giou_aux: 3.258277 loss_class_dn: 0.350813 loss_bbox_dn: 0.100284 loss_giou_dn: 0.364932 loss_class_aux_dn: 1.880622 loss_bbox_aux_dn: 0.635347 loss_giou_aux_dn: 2.123519 loss: 15.172234 eta: 41 days, 10:17:04 batch_cost: 1.0822 data_cost: 0.0013 ips: 7.3925 images/s
[08/12 09:03:29] ppdet.engine INFO: Epoch: [12] [14900/54024] learning_rate: 0.000100 loss_class: 0.679140 loss_bbox: 0.101891 loss_giou: 0.495524 loss_class_aux: 4.272499 loss_bbox_aux: 0.668915 loss_giou_aux: 3.070394 loss_class_dn: 0.343910 loss_bbox_dn: 0.095781 loss_giou_dn: 0.387251 loss_class_aux_dn: 1.848875 loss_bbox_aux_dn: 0.575234 loss_giou_aux_dn: 2.189971 loss: 14.923073 eta: 41 days, 10:17:20 batch_cost: 1.2436 data_cost: 0.0593 ips: 6.4329 images/s
[08/12 09:05:29] ppdet.engine INFO: Epoch: [12] [15000/54024] learning_rate: 0.000100 loss_class: 0.663190 loss_bbox: 0.107792 loss_giou: 0.504134 loss_class_aux: 4.126784 loss_bbox_aux: 0.690221 loss_giou_aux: 3.060173 loss_class_dn: 0.340394 loss_bbox_dn: 0.097464 loss_giou_dn: 0.350952 loss_class_aux_dn: 1.850016 loss_bbox_aux_dn: 0.630479 loss_giou_aux_dn: 2.038336 loss: 14.771207 eta: 41 days, 10:16:13 batch_cost: 1.1549 data_cost: 0.0072 ips: 6.9272 images/s
[08/12 09:07:39] ppdet.engine INFO: Epoch: [12] [15100/54024] learning_rate: 0.000100 loss_class: 0.668828 loss_bbox: 0.102879 loss_giou: 0.444572 loss_class_aux: 4.174948 loss_bbox_aux: 0.658462 loss_giou_aux: 2.747806 loss_class_dn: 0.338808 loss_bbox_dn: 0.096462 loss_giou_dn: 0.351605 loss_class_aux_dn: 1.826274 loss_bbox_aux_dn: 0.606353 loss_giou_aux_dn: 2.043897 loss: 14.589804 eta: 41 days, 10:16:30 batch_cost: 1.2444 data_cost: 0.0013 ips: 6.4287 images/s
[08/12 09:09:29] ppdet.engine INFO: Epoch: [12] [15200/54024] learning_rate: 0.000100 loss_class: 0.691687 loss_bbox: 0.108758 loss_giou: 0.523993 loss_class_aux: 4.214102 loss_bbox_aux: 0.711680 loss_giou_aux: 3.241027 loss_class_dn: 0.348335 loss_bbox_dn: 0.099408 loss_giou_dn: 0.392946 loss_class_aux_dn: 1.912104 loss_bbox_aux_dn: 0.625184 loss_giou_aux_dn: 2.226713 loss: 15.124070 eta: 41 days, 10:13:50 batch_cost: 1.0571 data_cost: 0.0014 ips: 7.5677 images/s
[08/12 09:11:20] ppdet.engine INFO: Epoch: [12] [15300/54024] learning_rate: 0.000100 loss_class: 0.660790 loss_bbox: 0.099059 loss_giou: 0.444432 loss_class_aux: 4.078390 loss_bbox_aux: 0.656511 loss_giou_aux: 2.762625 loss_class_dn: 0.317084 loss_bbox_dn: 0.097313 loss_giou_dn: 0.342341 loss_class_aux_dn: 1.728750 loss_bbox_aux_dn: 0.602006 loss_giou_aux_dn: 1.968876 loss: 13.741694 eta: 41 days, 10:11:02 batch_cost: 1.0501 data_cost: 0.0013 ips: 7.6182 images/s
[08/12 09:13:10] ppdet.engine INFO: Epoch: [12] [15400/54024] learning_rate: 0.000100 loss_class: 0.652873 loss_bbox: 0.108848 loss_giou: 0.477530 loss_class_aux: 4.075399 loss_bbox_aux: 0.671732 loss_giou_aux: 3.001567 loss_class_dn: 0.331938 loss_bbox_dn: 0.097606 loss_giou_dn: 0.357750 loss_class_aux_dn: 1.797307 loss_bbox_aux_dn: 0.596170 loss_giou_aux_dn: 2.030052 loss: 14.278220 eta: 41 days, 10:08:18 batch_cost: 1.0534 data_cost: 0.0013 ips: 7.5942 images/s
[08/12 09:15:09] ppdet.engine INFO: Epoch: [12] [15500/54024] learning_rate: 0.000100 loss_class: 0.660811 loss_bbox: 0.105764 loss_giou: 0.450794 loss_class_aux: 4.093492 loss_bbox_aux: 0.681987 loss_giou_aux: 2.827830 loss_class_dn: 0.314925 loss_bbox_dn: 0.092948 loss_giou_dn: 0.338440 loss_class_aux_dn: 1.695067 loss_bbox_aux_dn: 0.609356 loss_giou_aux_dn: 1.917637 loss: 14.219251 eta: 41 days, 10:06:46 batch_cost: 1.1287 data_cost: 0.0013 ips: 7.0876 images/s
[08/12 09:17:05] ppdet.engine INFO: Epoch: [12] [15600/54024] learning_rate: 0.000100 loss_class: 0.697554 loss_bbox: 0.109425 loss_giou: 0.483955 loss_class_aux: 4.311309 loss_bbox_aux: 0.699784 loss_giou_aux: 2.982524 loss_class_dn: 0.345528 loss_bbox_dn: 0.096076 loss_giou_dn: 0.384244 loss_class_aux_dn: 1.892226 loss_bbox_aux_dn: 0.598989 loss_giou_aux_dn: 2.194747 loss: 14.949165 eta: 41 days, 10:04:57 batch_cost: 1.1120 data_cost: 0.0014 ips: 7.1939 images/s
[08/12 09:19:04] ppdet.engine INFO: Epoch: [12] [15700/54024] learning_rate: 0.000100 loss_class: 0.689184 loss_bbox: 0.109324 loss_giou: 0.511470 loss_class_aux: 4.313191 loss_bbox_aux: 0.713523 loss_giou_aux: 3.152670 loss_class_dn: 0.349449 loss_bbox_dn: 0.099433 loss_giou_dn: 0.371541 loss_class_aux_dn: 1.885504 loss_bbox_aux_dn: 0.626951 loss_giou_aux_dn: 2.152974 loss: 15.155415 eta: 41 days, 10:03:32 batch_cost: 1.1362 data_cost: 0.0013 ips: 7.0412 images/s
[08/12 09:21:01] ppdet.engine INFO: Epoch: [12] [15800/54024] learning_rate: 0.000100 loss_class: 0.704612 loss_bbox: 0.106123 loss_giou: 0.470945 loss_class_aux: 4.352998 loss_bbox_aux: 0.697104 loss_giou_aux: 2.976106 loss_class_dn: 0.352736 loss_bbox_dn: 0.096558 loss_giou_dn: 0.367317 loss_class_aux_dn: 1.932711 loss_bbox_aux_dn: 0.588889 loss_giou_aux_dn: 2.110565 loss: 15.297546 eta: 41 days, 10:01:45 batch_cost: 1.1134 data_cost: 0.0334 ips: 7.1854 images/s
[08/12 09:22:54] ppdet.engine INFO: Epoch: [12] [15900/54024] learning_rate: 0.000100 loss_class: 0.702626 loss_bbox: 0.109492 loss_giou: 0.500254 loss_class_aux: 4.315518 loss_bbox_aux: 0.705396 loss_giou_aux: 3.101682 loss_class_dn: 0.346036 loss_bbox_dn: 0.095803 loss_giou_dn: 0.371235 loss_class_aux_dn: 1.849810 loss_bbox_aux_dn: 0.603903 loss_giou_aux_dn: 2.132267 loss: 15.103245 eta: 41 days, 9:59:24 batch_cost: 1.0786 data_cost: 0.0013 ips: 7.4167 images/s
[08/12 09:24:46] ppdet.engine INFO: Epoch: [12] [16000/54024] learning_rate: 0.000100 loss_class: 0.705245 loss_bbox: 0.104804 loss_giou: 0.493969 loss_class_aux: 4.457084 loss_bbox_aux: 0.683555 loss_giou_aux: 3.087074 loss_class_dn: 0.344658 loss_bbox_dn: 0.091321 loss_giou_dn: 0.365228 loss_class_aux_dn: 1.865137 loss_bbox_aux_dn: 0.589773 loss_giou_aux_dn: 2.107877 loss: 14.920346 eta: 41 days, 9:56:48 batch_cost: 1.0616 data_cost: 0.0013 ips: 7.5358 images/s
[08/12 09:26:39] ppdet.engine INFO: Epoch: [12] [16100/54024] learning_rate: 0.000100 loss_class: 0.667734 loss_bbox: 0.105721 loss_giou: 0.498393 loss_class_aux: 4.200318 loss_bbox_aux: 0.694807 loss_giou_aux: 3.056144 loss_class_dn: 0.338118 loss_bbox_dn: 0.093735 loss_giou_dn: 0.356123 loss_class_aux_dn: 1.839228 loss_bbox_aux_dn: 0.598066 loss_giou_aux_dn: 2.067842 loss: 14.884880 eta: 41 days, 9:54:37 batch_cost: 1.0879 data_cost: 0.0013 ips: 7.3534 images/s
[08/12 09:28:34] ppdet.engine INFO: Epoch: [12] [16200/54024] learning_rate: 0.000100 loss_class: 0.707692 loss_bbox: 0.109627 loss_giou: 0.530455 loss_class_aux: 4.410326 loss_bbox_aux: 0.716708 loss_giou_aux: 3.298432 loss_class_dn: 0.357063 loss_bbox_dn: 0.100444 loss_giou_dn: 0.381652 loss_class_aux_dn: 1.919666 loss_bbox_aux_dn: 0.621957 loss_giou_aux_dn: 2.180793 loss: 15.342150 eta: 41 days, 9:52:24 batch_cost: 1.0864 data_cost: 0.0013 ips: 7.3640 images/s
[08/12 09:30:33] ppdet.engine INFO: Epoch: [12] [16300/54024] learning_rate: 0.000100 loss_class: 0.651482 loss_bbox: 0.105114 loss_giou: 0.535206 loss_class_aux: 4.057121 loss_bbox_aux: 0.697431 loss_giou_aux: 3.344663 loss_class_dn: 0.344134 loss_bbox_dn: 0.095015 loss_giou_dn: 0.387489 loss_class_aux_dn: 1.842612 loss_bbox_aux_dn: 0.586689 loss_giou_aux_dn: 2.229141 loss: 14.710985 eta: 41 days, 9:51:08 batch_cost: 1.1460 data_cost: 0.0013 ips: 6.9809 images/s
[08/12 09:32:29] ppdet.engine INFO: Epoch: [12] [16400/54024] learning_rate: 0.000100 loss_class: 0.696546 loss_bbox: 0.110875 loss_giou: 0.473149 loss_class_aux: 4.365075 loss_bbox_aux: 0.713221 loss_giou_aux: 2.898234 loss_class_dn: 0.351671 loss_bbox_dn: 0.096401 loss_giou_dn: 0.356943 loss_class_aux_dn: 1.892103 loss_bbox_aux_dn: 0.594170 loss_giou_aux_dn: 2.057151 loss: 14.960683 eta: 41 days, 9:49:11 batch_cost: 1.1030 data_cost: 0.0022 ips: 7.2528 images/s
[08/12 09:34:20] ppdet.engine INFO: Epoch: [12] [16500/54024] learning_rate: 0.000100 loss_class: 0.678823 loss_bbox: 0.103329 loss_giou: 0.451579 loss_class_aux: 4.308555 loss_bbox_aux: 0.663330 loss_giou_aux: 2.851986 loss_class_dn: 0.333133 loss_bbox_dn: 0.092315 loss_giou_dn: 0.341285 loss_class_aux_dn: 1.789780 loss_bbox_aux_dn: 0.601303 loss_giou_aux_dn: 1.974700 loss: 14.182211 eta: 41 days, 9:46:37 batch_cost: 1.0638 data_cost: 0.0014 ips: 7.5203 images/s
[08/12 09:36:14] ppdet.engine INFO: Epoch: [12] [16600/54024] learning_rate: 0.000100 loss_class: 0.696651 loss_bbox: 0.107948 loss_giou: 0.490414 loss_class_aux: 4.300775 loss_bbox_aux: 0.722663 loss_giou_aux: 3.104220 loss_class_dn: 0.336230 loss_bbox_dn: 0.097711 loss_giou_dn: 0.361473 loss_class_aux_dn: 1.827523 loss_bbox_aux_dn: 0.606382 loss_giou_aux_dn: 2.089733 loss: 14.882223 eta: 41 days, 9:44:25 batch_cost: 1.0869 data_cost: 0.0025 ips: 7.3601 images/s
[08/12 09:38:09] ppdet.engine INFO: Epoch: [12] [16700/54024] learning_rate: 0.000100 loss_class: 0.680471 loss_bbox: 0.104610 loss_giou: 0.428373 loss_class_aux: 4.183398 loss_bbox_aux: 0.673673 loss_giou_aux: 2.738657 loss_class_dn: 0.325422 loss_bbox_dn: 0.094598 loss_giou_dn: 0.348826 loss_class_aux_dn: 1.764720 loss_bbox_aux_dn: 0.598617 loss_giou_aux_dn: 2.000666 loss: 13.979236 eta: 41 days, 9:42:16 batch_cost: 1.0908 data_cost: 0.0013 ips: 7.3343 images/s
[08/12 09:40:01] ppdet.engine INFO: Epoch: [12] [16800/54024] learning_rate: 0.000100 loss_class: 0.681806 loss_bbox: 0.106430 loss_giou: 0.456613 loss_class_aux: 4.273008 loss_bbox_aux: 0.700020 loss_giou_aux: 2.816244 loss_class_dn: 0.335136 loss_bbox_dn: 0.093676 loss_giou_dn: 0.339482 loss_class_aux_dn: 1.814503 loss_bbox_aux_dn: 0.598747 loss_giou_aux_dn: 1.957445 loss: 14.194412 eta: 41 days, 9:39:54 batch_cost: 1.0766 data_cost: 0.0013 ips: 7.4311 images/s
[08/12 09:41:58] ppdet.engine INFO: Epoch: [12] [16900/54024] learning_rate: 0.000100 loss_class: 0.637224 loss_bbox: 0.094525 loss_giou: 0.475798 loss_class_aux: 3.993670 loss_bbox_aux: 0.624248 loss_giou_aux: 2.909588 loss_class_dn: 0.324517 loss_bbox_dn: 0.093548 loss_giou_dn: 0.351116 loss_class_aux_dn: 1.746150 loss_bbox_aux_dn: 0.590805 loss_giou_aux_dn: 2.011471 loss: 13.738802 eta: 41 days, 9:38:14 batch_cost: 1.1210 data_cost: 0.0013 ips: 7.1363 images/s
[08/12 09:44:49] ppdet.engine INFO: Epoch: [12] [17000/54024] learning_rate: 0.000100 loss_class: 0.684577 loss_bbox: 0.104658 loss_giou: 0.493674 loss_class_aux: 4.214019 loss_bbox_aux: 0.686354 loss_giou_aux: 3.124393 loss_class_dn: 0.345103 loss_bbox_dn: 0.105872 loss_giou_dn: 0.368236 loss_class_aux_dn: 1.871400 loss_bbox_aux_dn: 0.645860 loss_giou_aux_dn: 2.135749 loss: 14.864689 eta: 41 days, 9:44:54 batch_cost: 1.6493 data_cost: 0.0021 ips: 4.8506 images/s
[08/12 09:46:53] ppdet.engine INFO: Epoch: [12] [17100/54024] learning_rate: 0.000100 loss_class: 0.722265 loss_bbox: 0.117472 loss_giou: 0.506603 loss_class_aux: 4.424729 loss_bbox_aux: 0.757050 loss_giou_aux: 3.152582 loss_class_dn: 0.359843 loss_bbox_dn: 0.106733 loss_giou_dn: 0.391817 loss_class_aux_dn: 1.935673 loss_bbox_aux_dn: 0.667834 loss_giou_aux_dn: 2.187715 loss: 15.540933 eta: 41 days, 9:44:18 batch_cost: 1.1888 data_cost: 0.0013 ips: 6.7295 images/s
[08/12 09:48:47] ppdet.engine INFO: Epoch: [12] [17200/54024] learning_rate: 0.000100 loss_class: 0.733700 loss_bbox: 0.116631 loss_giou: 0.523080 loss_class_aux: 4.568604 loss_bbox_aux: 0.751951 loss_giou_aux: 3.228343 loss_class_dn: 0.362022 loss_bbox_dn: 0.099395 loss_giou_dn: 0.386754 loss_class_aux_dn: 1.966866 loss_bbox_aux_dn: 0.626603 loss_giou_aux_dn: 2.231473 loss: 15.652241 eta: 41 days, 9:42:06 batch_cost: 1.0872 data_cost: 0.0013 ips: 7.3583 images/s
[08/12 09:50:58] ppdet.engine INFO: Epoch: [12] [17300/54024] learning_rate: 0.000100 loss_class: 0.705278 loss_bbox: 0.108829 loss_giou: 0.496059 loss_class_aux: 4.377668 loss_bbox_aux: 0.723802 loss_giou_aux: 3.118995 loss_class_dn: 0.354889 loss_bbox_dn: 0.097061 loss_giou_dn: 0.374635 loss_class_aux_dn: 1.917699 loss_bbox_aux_dn: 0.615984 loss_giou_aux_dn: 2.118017 loss: 14.945847 eta: 41 days, 9:42:39 batch_cost: 1.2622 data_cost: 0.0128 ips: 6.3383 images/s
[08/12 09:52:59] ppdet.engine INFO: Epoch: [12] [17400/54024] learning_rate: 0.000100 loss_class: 0.655191 loss_bbox: 0.108624 loss_giou: 0.440930 loss_class_aux: 4.075155 loss_bbox_aux: 0.704276 loss_giou_aux: 2.746770 loss_class_dn: 0.318144 loss_bbox_dn: 0.093925 loss_giou_dn: 0.326781 loss_class_aux_dn: 1.736257 loss_bbox_aux_dn: 0.592230 loss_giou_aux_dn: 1.857340 loss: 13.798906 eta: 41 days, 9:41:30 batch_cost: 1.1537 data_cost: 0.0013 ips: 6.9344 images/s
[08/12 09:55:02] ppdet.engine INFO: Epoch: [12] [17500/54024] learning_rate: 0.000100 loss_class: 0.699503 loss_bbox: 0.108661 loss_giou: 0.544070 loss_class_aux: 4.308863 loss_bbox_aux: 0.701475 loss_giou_aux: 3.414383 loss_class_dn: 0.365545 loss_bbox_dn: 0.092778 loss_giou_dn: 0.417892 loss_class_aux_dn: 1.979451 loss_bbox_aux_dn: 0.559279 loss_giou_aux_dn: 2.402401 loss: 16.167746 eta: 41 days, 9:40:41 batch_cost: 1.1750 data_cost: 0.0013 ips: 6.8085 images/s
[08/12 09:57:01] ppdet.engine INFO: Epoch: [12] [17600/54024] learning_rate: 0.000100 loss_class: 0.675930 loss_bbox: 0.098541 loss_giou: 0.480920 loss_class_aux: 4.178009 loss_bbox_aux: 0.645608 loss_giou_aux: 2.973599 loss_class_dn: 0.344096 loss_bbox_dn: 0.093972 loss_giou_dn: 0.370979 loss_class_aux_dn: 1.859322 loss_bbox_aux_dn: 0.597423 loss_giou_aux_dn: 2.122251 loss: 14.897702 eta: 41 days, 9:39:20 batch_cost: 1.1420 data_cost: 0.0013 ips: 7.0054 images/s
[08/12 09:59:06] ppdet.engine INFO: Epoch: [12] [17700/54024] learning_rate: 0.000100 loss_class: 0.707628 loss_bbox: 0.105707 loss_giou: 0.517320 loss_class_aux: 4.422369 loss_bbox_aux: 0.688413 loss_giou_aux: 3.198053 loss_class_dn: 0.352599 loss_bbox_dn: 0.100011 loss_giou_dn: 0.382955 loss_class_aux_dn: 1.915642 loss_bbox_aux_dn: 0.637858 loss_giou_aux_dn: 2.193847 loss: 15.599687 eta: 41 days, 9:38:49 batch_cost: 1.1941 data_cost: 0.0013 ips: 6.6995 images/s
[08/12 10:00:59] ppdet.engine INFO: Epoch: [12] [17800/54024] learning_rate: 0.000100 loss_class: 0.656906 loss_bbox: 0.101226 loss_giou: 0.458192 loss_class_aux: 4.082814 loss_bbox_aux: 0.659788 loss_giou_aux: 2.889617 loss_class_dn: 0.313625 loss_bbox_dn: 0.089804 loss_giou_dn: 0.348315 loss_class_aux_dn: 1.708353 loss_bbox_aux_dn: 0.579048 loss_giou_aux_dn: 1.966743 loss: 13.993653 eta: 41 days, 9:36:35 batch_cost: 1.0852 data_cost: 0.0013 ips: 7.3720 images/s
[08/12 10:02:59] ppdet.engine INFO: Epoch: [12] [17900/54024] learning_rate: 0.000100 loss_class: 0.720886 loss_bbox: 0.109048 loss_giou: 0.493079 loss_class_aux: 4.415395 loss_bbox_aux: 0.702703 loss_giou_aux: 3.034317 loss_class_dn: 0.350507 loss_bbox_dn: 0.094894 loss_giou_dn: 0.376702 loss_class_aux_dn: 1.876243 loss_bbox_aux_dn: 0.606340 loss_giou_aux_dn: 2.113686 loss: 15.543095 eta: 41 days, 9:35:19 batch_cost: 1.1467 data_cost: 0.0104 ips: 6.9768 images/s
[08/12 10:05:16] ppdet.engine INFO: Epoch: [12] [18000/54024] learning_rate: 0.000100 loss_class: 0.665592 loss_bbox: 0.104572 loss_giou: 0.459489 loss_class_aux: 4.118218 loss_bbox_aux: 0.676329 loss_giou_aux: 2.934643 loss_class_dn: 0.328002 loss_bbox_dn: 0.095974 loss_giou_dn: 0.353287 loss_class_aux_dn: 1.761974 loss_bbox_aux_dn: 0.579697 loss_giou_aux_dn: 2.035192 loss: 14.400888 eta: 41 days, 9:36:45 batch_cost: 1.3186 data_cost: 0.0615 ips: 6.0668 images/s
[08/12 10:07:13] ppdet.engine INFO: Epoch: [12] [18100/54024] learning_rate: 0.000100 loss_class: 0.679095 loss_bbox: 0.112109 loss_giou: 0.511647 loss_class_aux: 4.210186 loss_bbox_aux: 0.732656 loss_giou_aux: 3.127632 loss_class_dn: 0.336675 loss_bbox_dn: 0.098890 loss_giou_dn: 0.371012 loss_class_aux_dn: 1.798985 loss_bbox_aux_dn: 0.602593 loss_giou_aux_dn: 2.113070 loss: 14.546240 eta: 41 days, 9:34:57 batch_cost: 1.1126 data_cost: 0.0180 ips: 7.1902 images/s
[08/12 10:09:23] ppdet.engine INFO: Epoch: [12] [18200/54024] learning_rate: 0.000100 loss_class: 0.664718 loss_bbox: 0.101114 loss_giou: 0.486923 loss_class_aux: 4.085140 loss_bbox_aux: 0.647502 loss_giou_aux: 3.012821 loss_class_dn: 0.321510 loss_bbox_dn: 0.091806 loss_giou_dn: 0.360171 loss_class_aux_dn: 1.737974 loss_bbox_aux_dn: 0.582830 loss_giou_aux_dn: 2.079508 loss: 14.439729 eta: 41 days, 9:35:15 batch_cost: 1.2474 data_cost: 0.1523 ips: 6.4132 images/s
[08/12 10:11:23] ppdet.engine INFO: Epoch: [12] [18300/54024] learning_rate: 0.000100 loss_class: 0.683443 loss_bbox: 0.103203 loss_giou: 0.461835 loss_class_aux: 4.287161 loss_bbox_aux: 0.690389 loss_giou_aux: 2.879397 loss_class_dn: 0.327246 loss_bbox_dn: 0.092544 loss_giou_dn: 0.346921 loss_class_aux_dn: 1.779553 loss_bbox_aux_dn: 0.594080 loss_giou_aux_dn: 2.003232 loss: 14.458693 eta: 41 days, 9:34:06 batch_cost: 1.1543 data_cost: 0.0013 ips: 6.9308 images/s
[08/12 10:13:20] ppdet.engine INFO: Epoch: [12] [18400/54024] learning_rate: 0.000100 loss_class: 0.700583 loss_bbox: 0.099105 loss_giou: 0.511121 loss_class_aux: 4.366102 loss_bbox_aux: 0.654564 loss_giou_aux: 3.159258 loss_class_dn: 0.343015 loss_bbox_dn: 0.094246 loss_giou_dn: 0.376215 loss_class_aux_dn: 1.834715 loss_bbox_aux_dn: 0.578299 loss_giou_aux_dn: 2.172292 loss: 15.256635 eta: 41 days, 9:32:24 batch_cost: 1.1193 data_cost: 0.0013 ips: 7.1474 images/s
[08/12 10:15:27] ppdet.engine INFO: Epoch: [12] [18500/54024] learning_rate: 0.000100 loss_class: 0.688677 loss_bbox: 0.107453 loss_giou: 0.521576 loss_class_aux: 4.295110 loss_bbox_aux: 0.703256 loss_giou_aux: 3.250766 loss_class_dn: 0.350591 loss_bbox_dn: 0.094374 loss_giou_dn: 0.378044 loss_class_aux_dn: 1.883061 loss_bbox_aux_dn: 0.590960 loss_giou_aux_dn: 2.141760 loss: 15.008667 eta: 41 days, 9:32:11 batch_cost: 1.2138 data_cost: 0.0013 ips: 6.5906 images/s
[08/12 10:17:22] ppdet.engine INFO: Epoch: [12] [18600/54024] learning_rate: 0.000100 loss_class: 0.725189 loss_bbox: 0.111306 loss_giou: 0.489580 loss_class_aux: 4.458618 loss_bbox_aux: 0.715876 loss_giou_aux: 3.098152 loss_class_dn: 0.348883 loss_bbox_dn: 0.107642 loss_giou_dn: 0.361924 loss_class_aux_dn: 1.869458 loss_bbox_aux_dn: 0.660609 loss_giou_aux_dn: 2.093987 loss: 15.045283 eta: 41 days, 9:30:08 batch_cost: 1.0966 data_cost: 0.0014 ips: 7.2954 images/s
[08/12 10:19:26] ppdet.engine INFO: Epoch: [12] [18700/54024] learning_rate: 0.000100 loss_class: 0.669855 loss_bbox: 0.102089 loss_giou: 0.485914 loss_class_aux: 4.190814 loss_bbox_aux: 0.652387 loss_giou_aux: 2.965942 loss_class_dn: 0.342570 loss_bbox_dn: 0.094933 loss_giou_dn: 0.362303 loss_class_aux_dn: 1.857292 loss_bbox_aux_dn: 0.580271 loss_giou_aux_dn: 2.100869 loss: 14.969840 eta: 41 days, 9:29:31 batch_cost: 1.1887 data_cost: 0.0015 ips: 6.7299 images/s
[08/12 10:21:40] ppdet.engine INFO: Epoch: [12] [18800/54024] learning_rate: 0.000100 loss_class: 0.673520 loss_bbox: 0.100515 loss_giou: 0.441569 loss_class_aux: 4.150913 loss_bbox_aux: 0.647606 loss_giou_aux: 2.741204 loss_class_dn: 0.340285 loss_bbox_dn: 0.092792 loss_giou_dn: 0.340388 loss_class_aux_dn: 1.837352 loss_bbox_aux_dn: 0.591412 loss_giou_aux_dn: 1.956455 loss: 14.158930 eta: 41 days, 9:30:27 batch_cost: 1.2869 data_cost: 0.0013 ips: 6.2166 images/s
[08/12 10:23:38] ppdet.engine INFO: Epoch: [12] [18900/54024] learning_rate: 0.000100 loss_class: 0.685176 loss_bbox: 0.099996 loss_giou: 0.479411 loss_class_aux: 4.274858 loss_bbox_aux: 0.649618 loss_giou_aux: 2.954981 loss_class_dn: 0.336976 loss_bbox_dn: 0.092625 loss_giou_dn: 0.360518 loss_class_aux_dn: 1.828447 loss_bbox_aux_dn: 0.572787 loss_giou_aux_dn: 2.045837 loss: 14.870206 eta: 41 days, 9:28:57 batch_cost: 1.1323 data_cost: 0.0013 ips: 7.0655 images/s
[08/12 10:25:32] ppdet.engine INFO: Epoch: [12] [19000/54024] learning_rate: 0.000100 loss_class: 0.705796 loss_bbox: 0.103150 loss_giou: 0.464649 loss_class_aux: 4.345856 loss_bbox_aux: 0.696107 loss_giou_aux: 2.923095 loss_class_dn: 0.352544 loss_bbox_dn: 0.102156 loss_giou_dn: 0.371793 loss_class_aux_dn: 1.922325 loss_bbox_aux_dn: 0.632842 loss_giou_aux_dn: 2.110874 loss: 15.116139 eta: 41 days, 9:26:43 batch_cost: 1.0855 data_cost: 0.0013 ips: 7.3699 images/s
[08/12 10:27:25] ppdet.engine INFO: Epoch: [12] [19100/54024] learning_rate: 0.000100 loss_class: 0.665442 loss_bbox: 0.105756 loss_giou: 0.481099 loss_class_aux: 4.142843 loss_bbox_aux: 0.681803 loss_giou_aux: 2.977016 loss_class_dn: 0.347682 loss_bbox_dn: 0.093612 loss_giou_dn: 0.364040 loss_class_aux_dn: 1.857359 loss_bbox_aux_dn: 0.583010 loss_giou_aux_dn: 2.075971 loss: 14.867927 eta: 41 days, 9:24:27 batch_cost: 1.0830 data_cost: 0.0013 ips: 7.3870 images/s
[08/12 10:29:23] ppdet.engine INFO: Epoch: [12] [19200/54024] learning_rate: 0.000100 loss_class: 0.693149 loss_bbox: 0.097759 loss_giou: 0.459648 loss_class_aux: 4.303427 loss_bbox_aux: 0.659851 loss_giou_aux: 2.850494 loss_class_dn: 0.336681 loss_bbox_dn: 0.093455 loss_giou_dn: 0.344269 loss_class_aux_dn: 1.845820 loss_bbox_aux_dn: 0.556769 loss_giou_aux_dn: 1.974729 loss: 14.333119 eta: 41 days, 9:22:46 batch_cost: 1.1206 data_cost: 0.0013 ips: 7.1392 images/s
[08/12 10:31:16] ppdet.engine INFO: Epoch: [12] [19300/54024] learning_rate: 0.000100 loss_class: 0.686451 loss_bbox: 0.104010 loss_giou: 0.482830 loss_class_aux: 4.302814 loss_bbox_aux: 0.689850 loss_giou_aux: 2.996515 loss_class_dn: 0.343192 loss_bbox_dn: 0.100342 loss_giou_dn: 0.369294 loss_class_aux_dn: 1.856256 loss_bbox_aux_dn: 0.600895 loss_giou_aux_dn: 2.081862 loss: 14.915727 eta: 41 days, 9:20:29 batch_cost: 1.0822 data_cost: 0.0013 ips: 7.3921 images/s
[08/12 10:33:17] ppdet.engine INFO: Epoch: [12] [19400/54024] learning_rate: 0.000100 loss_class: 0.699474 loss_bbox: 0.111644 loss_giou: 0.484560 loss_class_aux: 4.396562 loss_bbox_aux: 0.749827 loss_giou_aux: 3.001526 loss_class_dn: 0.336659 loss_bbox_dn: 0.094967 loss_giou_dn: 0.352677 loss_class_aux_dn: 1.826202 loss_bbox_aux_dn: 0.593203 loss_giou_aux_dn: 2.040633 loss: 14.747313 eta: 41 days, 9:19:23 batch_cost: 1.1576 data_cost: 0.0013 ips: 6.9109 images/s
[08/12 10:35:10] ppdet.engine INFO: Epoch: [12] [19500/54024] learning_rate: 0.000100 loss_class: 0.658385 loss_bbox: 0.102526 loss_giou: 0.456177 loss_class_aux: 4.125706 loss_bbox_aux: 0.675956 loss_giou_aux: 2.955286 loss_class_dn: 0.335483 loss_bbox_dn: 0.099429 loss_giou_dn: 0.354713 loss_class_aux_dn: 1.830212 loss_bbox_aux_dn: 0.596360 loss_giou_aux_dn: 2.000883 loss: 14.219551 eta: 41 days, 9:16:57 batch_cost: 1.0734 data_cost: 0.0018 ips: 7.4530 images/s
[08/12 10:37:12] ppdet.engine INFO: Epoch: [12] [19600/54024] learning_rate: 0.000100 loss_class: 0.664433 loss_bbox: 0.108732 loss_giou: 0.508892 loss_class_aux: 4.211085 loss_bbox_aux: 0.720887 loss_giou_aux: 3.222350 loss_class_dn: 0.342222 loss_bbox_dn: 0.106267 loss_giou_dn: 0.377828 loss_class_aux_dn: 1.850722 loss_bbox_aux_dn: 0.666550 loss_giou_aux_dn: 2.142523 loss: 15.473249 eta: 41 days, 9:16:02 batch_cost: 1.1689 data_cost: 0.0847 ips: 6.8440 images/s
[08/12 10:39:05] ppdet.engine INFO: Epoch: [12] [19700/54024] learning_rate: 0.000100 loss_class: 0.723376 loss_bbox: 0.112077 loss_giou: 0.531010 loss_class_aux: 4.576699 loss_bbox_aux: 0.710451 loss_giou_aux: 3.320154 loss_class_dn: 0.356001 loss_bbox_dn: 0.104665 loss_giou_dn: 0.394149 loss_class_aux_dn: 1.896642 loss_bbox_aux_dn: 0.615586 loss_giou_aux_dn: 2.255074 loss: 15.623810 eta: 41 days, 9:13:46 batch_cost: 1.0837 data_cost: 0.0013 ips: 7.3819 images/s
[08/12 10:41:03] ppdet.engine INFO: Epoch: [12] [19800/54024] learning_rate: 0.000100 loss_class: 0.654673 loss_bbox: 0.099937 loss_giou: 0.493506 loss_class_aux: 4.040750 loss_bbox_aux: 0.670183 loss_giou_aux: 3.094292 loss_class_dn: 0.331040 loss_bbox_dn: 0.089585 loss_giou_dn: 0.373460 loss_class_aux_dn: 1.791225 loss_bbox_aux_dn: 0.561756 loss_giou_aux_dn: 2.115273 loss: 14.733321 eta: 41 days, 9:12:03 batch_cost: 1.1179 data_cost: 0.0014 ips: 7.1560 images/s
[08/12 10:42:56] ppdet.engine INFO: Epoch: [12] [19900/54024] learning_rate: 0.000100 loss_class: 0.694310 loss_bbox: 0.106741 loss_giou: 0.468493 loss_class_aux: 4.317944 loss_bbox_aux: 0.689084 loss_giou_aux: 2.841066 loss_class_dn: 0.337369 loss_bbox_dn: 0.096408 loss_giou_dn: 0.343608 loss_class_aux_dn: 1.839831 loss_bbox_aux_dn: 0.586340 loss_giou_aux_dn: 1.979691 loss: 14.949343 eta: 41 days, 9:09:43 batch_cost: 1.0784 data_cost: 0.0013 ips: 7.4181 images/s
[08/12 10:44:45] ppdet.engine INFO: Epoch: [12] [20000/54024] learning_rate: 0.000100 loss_class: 0.643442 loss_bbox: 0.098340 loss_giou: 0.447789 loss_class_aux: 4.056228 loss_bbox_aux: 0.657735 loss_giou_aux: 2.794121 loss_class_dn: 0.326494 loss_bbox_dn: 0.096561 loss_giou_dn: 0.349533 loss_class_aux_dn: 1.787142 loss_bbox_aux_dn: 0.593694 loss_giou_aux_dn: 1.990729 loss: 14.118672 eta: 41 days, 9:06:46 batch_cost: 1.0396 data_cost: 0.0013 ips: 7.6951 images/s
[08/12 10:46:36] ppdet.engine INFO: Epoch: [12] [20100/54024] learning_rate: 0.000100 loss_class: 0.678428 loss_bbox: 0.106182 loss_giou: 0.522708 loss_class_aux: 4.214725 loss_bbox_aux: 0.671751 loss_giou_aux: 3.242000 loss_class_dn: 0.354449 loss_bbox_dn: 0.092538 loss_giou_dn: 0.383766 loss_class_aux_dn: 1.910855 loss_bbox_aux_dn: 0.570879 loss_giou_aux_dn: 2.199265 loss: 15.256420 eta: 41 days, 9:04:11 batch_cost: 1.0630 data_cost: 0.0013 ips: 7.5260 images/s
[08/12 10:48:40] ppdet.engine INFO: Epoch: [12] [20200/54024] learning_rate: 0.000100 loss_class: 0.724449 loss_bbox: 0.109597 loss_giou: 0.532469 loss_class_aux: 4.409496 loss_bbox_aux: 0.721732 loss_giou_aux: 3.304535 loss_class_dn: 0.360766 loss_bbox_dn: 0.094142 loss_giou_dn: 0.394019 loss_class_aux_dn: 1.936171 loss_bbox_aux_dn: 0.600805 loss_giou_aux_dn: 2.266481 loss: 15.439387 eta: 41 days, 9:03:35 batch_cost: 1.1898 data_cost: 0.0014 ips: 6.7241 images/s
[08/12 10:50:33] ppdet.engine INFO: Epoch: [12] [20300/54024] learning_rate: 0.000100 loss_class: 0.660798 loss_bbox: 0.101490 loss_giou: 0.485324 loss_class_aux: 4.090928 loss_bbox_aux: 0.681622 loss_giou_aux: 3.014171 loss_class_dn: 0.340424 loss_bbox_dn: 0.095020 loss_giou_dn: 0.372442 loss_class_aux_dn: 1.809515 loss_bbox_aux_dn: 0.587335 loss_giou_aux_dn: 2.116078 loss: 14.378440 eta: 41 days, 9:01:19 batch_cost: 1.0837 data_cost: 0.0013 ips: 7.3822 images/s
[08/12 10:52:30] ppdet.engine INFO: Epoch: [12] [20400/54024] learning_rate: 0.000100 loss_class: 0.707923 loss_bbox: 0.109830 loss_giou: 0.478127 loss_class_aux: 4.470517 loss_bbox_aux: 0.709843 loss_giou_aux: 3.003978 loss_class_dn: 0.340895 loss_bbox_dn: 0.095726 loss_giou_dn: 0.351957 loss_class_aux_dn: 1.854137 loss_bbox_aux_dn: 0.610222 loss_giou_aux_dn: 2.018714 loss: 14.905665 eta: 41 days, 8:59:33 batch_cost: 1.1152 data_cost: 0.0013 ips: 7.1736 images/s
[08/12 10:54:30] ppdet.engine INFO: Epoch: [12] [20500/54024] learning_rate: 0.000100 loss_class: 0.697274 loss_bbox: 0.108621 loss_giou: 0.485297 loss_class_aux: 4.346534 loss_bbox_aux: 0.689250 loss_giou_aux: 3.060376 loss_class_dn: 0.328618 loss_bbox_dn: 0.102405 loss_giou_dn: 0.367593 loss_class_aux_dn: 1.785488 loss_bbox_aux_dn: 0.627192 loss_giou_aux_dn: 2.119259 loss: 14.395494 eta: 41 days, 8:58:14 batch_cost: 1.1439 data_cost: 0.0014 ips: 6.9937 images/s
[08/12 10:56:24] ppdet.engine INFO: Epoch: [12] [20600/54024] learning_rate: 0.000100 loss_class: 0.690570 loss_bbox: 0.102669 loss_giou: 0.481922 loss_class_aux: 4.262097 loss_bbox_aux: 0.683011 loss_giou_aux: 3.006116 loss_class_dn: 0.349430 loss_bbox_dn: 0.093726 loss_giou_dn: 0.373684 loss_class_aux_dn: 1.878644 loss_bbox_aux_dn: 0.591864 loss_giou_aux_dn: 2.136236 loss: 14.973770 eta: 41 days, 8:56:07 batch_cost: 1.0926 data_cost: 0.0014 ips: 7.3219 images/s
[08/12 10:58:16] ppdet.engine INFO: Epoch: [12] [20700/54024] learning_rate: 0.000100 loss_class: 0.711683 loss_bbox: 0.115463 loss_giou: 0.514849 loss_class_aux: 4.333851 loss_bbox_aux: 0.732670 loss_giou_aux: 3.188791 loss_class_dn: 0.335884 loss_bbox_dn: 0.100879 loss_giou_dn: 0.372671 loss_class_aux_dn: 1.817997 loss_bbox_aux_dn: 0.628851 loss_giou_aux_dn: 2.169207 loss: 15.036799 eta: 41 days, 8:53:42 batch_cost: 1.0727 data_cost: 0.0013 ips: 7.4578 images/s
[08/12 11:00:13] ppdet.engine INFO: Epoch: [12] [20800/54024] learning_rate: 0.000100 loss_class: 0.672233 loss_bbox: 0.108258 loss_giou: 0.456712 loss_class_aux: 4.193366 loss_bbox_aux: 0.707764 loss_giou_aux: 2.880662 loss_class_dn: 0.344125 loss_bbox_dn: 0.093554 loss_giou_dn: 0.356819 loss_class_aux_dn: 1.831186 loss_bbox_aux_dn: 0.590191 loss_giou_aux_dn: 2.027400 loss: 14.333577 eta: 41 days, 8:51:49 batch_cost: 1.1079 data_cost: 0.0014 ips: 7.2211 images/s
[08/12 11:02:12] ppdet.engine INFO: Epoch: [12] [20900/54024] learning_rate: 0.000100 loss_class: 0.715665 loss_bbox: 0.105538 loss_giou: 0.473495 loss_class_aux: 4.399203 loss_bbox_aux: 0.692048 loss_giou_aux: 2.906060 loss_class_dn: 0.339147 loss_bbox_dn: 0.093493 loss_giou_dn: 0.363045 loss_class_aux_dn: 1.846418 loss_bbox_aux_dn: 0.595314 loss_giou_aux_dn: 2.077254 loss: 15.132645 eta: 41 days, 8:50:34 batch_cost: 1.1483 data_cost: 0.0037 ips: 6.9666 images/s
[08/12 11:04:03] ppdet.engine INFO: Epoch: [12] [21000/54024] learning_rate: 0.000100 loss_class: 0.688684 loss_bbox: 0.106991 loss_giou: 0.508802 loss_class_aux: 4.267183 loss_bbox_aux: 0.709992 loss_giou_aux: 3.201147 loss_class_dn: 0.347324 loss_bbox_dn: 0.091010 loss_giou_dn: 0.369196 loss_class_aux_dn: 1.859852 loss_bbox_aux_dn: 0.563072 loss_giou_aux_dn: 2.079925 loss: 15.066122 eta: 41 days, 8:47:54 batch_cost: 1.0571 data_cost: 0.0014 ips: 7.5677 images/s
[08/12 11:06:05] ppdet.engine INFO: Epoch: [12] [21100/54024] learning_rate: 0.000100 loss_class: 0.682479 loss_bbox: 0.115842 loss_giou: 0.477768 loss_class_aux: 4.295423 loss_bbox_aux: 0.755607 loss_giou_aux: 2.995075 loss_class_dn: 0.339459 loss_bbox_dn: 0.102150 loss_giou_dn: 0.361950 loss_class_aux_dn: 1.875117 loss_bbox_aux_dn: 0.636539 loss_giou_aux_dn: 2.081807 loss: 14.825792 eta: 41 days, 8:46:55 batch_cost: 1.1658 data_cost: 0.0014 ips: 6.8624 images/s
[08/12 11:08:05] ppdet.engine INFO: Epoch: [12] [21200/54024] learning_rate: 0.000100 loss_class: 0.687533 loss_bbox: 0.112798 loss_giou: 0.530147 loss_class_aux: 4.336750 loss_bbox_aux: 0.727412 loss_giou_aux: 3.254380 loss_class_dn: 0.347179 loss_bbox_dn: 0.103382 loss_giou_dn: 0.386557 loss_class_aux_dn: 1.877545 loss_bbox_aux_dn: 0.635763 loss_giou_aux_dn: 2.212633 loss: 14.959469 eta: 41 days, 8:45:42 batch_cost: 1.1506 data_cost: 0.0578 ips: 6.9531 images/s
[08/12 11:10:02] ppdet.engine INFO: Epoch: [12] [21300/54024] learning_rate: 0.000100 loss_class: 0.692446 loss_bbox: 0.107010 loss_giou: 0.495124 loss_class_aux: 4.234950 loss_bbox_aux: 0.697567 loss_giou_aux: 3.110427 loss_class_dn: 0.345147 loss_bbox_dn: 0.097399 loss_giou_dn: 0.386466 loss_class_aux_dn: 1.849159 loss_bbox_aux_dn: 0.612222 loss_giou_aux_dn: 2.170945 loss: 14.777906 eta: 41 days, 8:43:59 batch_cost: 1.1182 data_cost: 0.0013 ips: 7.1541 images/s
[08/12 11:11:56] ppdet.engine INFO: Epoch: [12] [21400/54024] learning_rate: 0.000100 loss_class: 0.661806 loss_bbox: 0.107469 loss_giou: 0.462896 loss_class_aux: 4.180288 loss_bbox_aux: 0.695215 loss_giou_aux: 2.859377 loss_class_dn: 0.340135 loss_bbox_dn: 0.094577 loss_giou_dn: 0.351266 loss_class_aux_dn: 1.831790 loss_bbox_aux_dn: 0.591046 loss_giou_aux_dn: 1.991970 loss: 14.209404 eta: 41 days, 8:41:43 batch_cost: 1.0838 data_cost: 0.0020 ips: 7.3814 images/s
[08/12 11:13:50] ppdet.engine INFO: Epoch: [12] [21500/54024] learning_rate: 0.000100 loss_class: 0.677198 loss_bbox: 0.106423 loss_giou: 0.496247 loss_class_aux: 4.281781 loss_bbox_aux: 0.675256 loss_giou_aux: 3.129484 loss_class_dn: 0.339601 loss_bbox_dn: 0.092483 loss_giou_dn: 0.374762 loss_class_aux_dn: 1.822777 loss_bbox_aux_dn: 0.578369 loss_giou_aux_dn: 2.139099 loss: 14.722683 eta: 41 days, 8:39:35 batch_cost: 1.0909 data_cost: 0.0013 ips: 7.3332 images/s
[08/12 11:15:47] ppdet.engine INFO: Epoch: [12] [21600/54024] learning_rate: 0.000100 loss_class: 0.692754 loss_bbox: 0.107947 loss_giou: 0.520358 loss_class_aux: 4.278186 loss_bbox_aux: 0.709899 loss_giou_aux: 3.229464 loss_class_dn: 0.354971 loss_bbox_dn: 0.092797 loss_giou_dn: 0.389253 loss_class_aux_dn: 1.878707 loss_bbox_aux_dn: 0.585227 loss_giou_aux_dn: 2.242585 loss: 15.010098 eta: 41 days, 8:37:48 batch_cost: 1.1140 data_cost: 0.0014 ips: 7.1815 images/s
[08/12 11:17:41] ppdet.engine INFO: Epoch: [12] [21700/54024] learning_rate: 0.000100 loss_class: 0.689051 loss_bbox: 0.104659 loss_giou: 0.453868 loss_class_aux: 4.342788 loss_bbox_aux: 0.663557 loss_giou_aux: 2.870419 loss_class_dn: 0.344473 loss_bbox_dn: 0.103139 loss_giou_dn: 0.352320 loss_class_aux_dn: 1.867339 loss_bbox_aux_dn: 0.615624 loss_giou_aux_dn: 2.042242 loss: 14.551007 eta: 41 days, 8:35:41 batch_cost: 1.0927 data_cost: 0.0013 ips: 7.3214 images/s
[08/12 11:19:39] ppdet.engine INFO: Epoch: [12] [21800/54024] learning_rate: 0.000100 loss_class: 0.720162 loss_bbox: 0.115540 loss_giou: 0.524591 loss_class_aux: 4.482368 loss_bbox_aux: 0.738365 loss_giou_aux: 3.299218 loss_class_dn: 0.363623 loss_bbox_dn: 0.101696 loss_giou_dn: 0.394949 loss_class_aux_dn: 1.965819 loss_bbox_aux_dn: 0.619421 loss_giou_aux_dn: 2.308286 loss: 15.570624 eta: 41 days, 8:34:09 batch_cost: 1.1302 data_cost: 0.0013 ips: 7.0781 images/s
[08/12 11:21:32] ppdet.engine INFO: Epoch: [12] [21900/54024] learning_rate: 0.000100 loss_class: 0.705162 loss_bbox: 0.106232 loss_giou: 0.457135 loss_class_aux: 4.376669 loss_bbox_aux: 0.671841 loss_giou_aux: 2.854968 loss_class_dn: 0.350467 loss_bbox_dn: 0.096879 loss_giou_dn: 0.361331 loss_class_aux_dn: 1.910023 loss_bbox_aux_dn: 0.615793 loss_giou_aux_dn: 2.086179 loss: 15.015479 eta: 41 days, 8:31:42 batch_cost: 1.0716 data_cost: 0.0013 ips: 7.4656 images/s
[08/12 11:23:39] ppdet.engine INFO: Epoch: [12] [22000/54024] learning_rate: 0.000100 loss_class: 0.698457 loss_bbox: 0.113082 loss_giou: 0.520543 loss_class_aux: 4.381993 loss_bbox_aux: 0.757603 loss_giou_aux: 3.258383 loss_class_dn: 0.349453 loss_bbox_dn: 0.106295 loss_giou_dn: 0.374674 loss_class_aux_dn: 1.896632 loss_bbox_aux_dn: 0.648877 loss_giou_aux_dn: 2.175394 loss: 15.646808 eta: 41 days, 8:31:32 batch_cost: 1.2178 data_cost: 0.0013 ips: 6.5695 images/s
[08/12 11:25:36] ppdet.engine INFO: Epoch: [12] [22100/54024] learning_rate: 0.000100 loss_class: 0.686577 loss_bbox: 0.106040 loss_giou: 0.494681 loss_class_aux: 4.195174 loss_bbox_aux: 0.685158 loss_giou_aux: 3.048454 loss_class_dn: 0.331248 loss_bbox_dn: 0.099906 loss_giou_dn: 0.360771 loss_class_aux_dn: 1.790078 loss_bbox_aux_dn: 0.606064 loss_giou_aux_dn: 2.068113 loss: 14.542296 eta: 41 days, 8:29:51 batch_cost: 1.1212 data_cost: 0.0013 ips: 7.1350 images/s
[08/12 11:27:31] ppdet.engine INFO: Epoch: [12] [22200/54024] learning_rate: 0.000100 loss_class: 0.654629 loss_bbox: 0.098360 loss_giou: 0.461559 loss_class_aux: 4.065746 loss_bbox_aux: 0.642561 loss_giou_aux: 2.895631 loss_class_dn: 0.324652 loss_bbox_dn: 0.089020 loss_giou_dn: 0.352744 loss_class_aux_dn: 1.765009 loss_bbox_aux_dn: 0.575381 loss_giou_aux_dn: 2.021122 loss: 14.212831 eta: 41 days, 8:27:44 batch_cost: 1.0927 data_cost: 0.0013 ips: 7.3210 images/s
[08/12 11:29:27] ppdet.engine INFO: Epoch: [12] [22300/54024] learning_rate: 0.000100 loss_class: 0.683935 loss_bbox: 0.108954 loss_giou: 0.523433 loss_class_aux: 4.241749 loss_bbox_aux: 0.704061 loss_giou_aux: 3.271173 loss_class_dn: 0.344612 loss_bbox_dn: 0.103129 loss_giou_dn: 0.391313 loss_class_aux_dn: 1.866099 loss_bbox_aux_dn: 0.614340 loss_giou_aux_dn: 2.251604 loss: 15.219109 eta: 41 days, 8:25:47 batch_cost: 1.1028 data_cost: 0.0047 ips: 7.2540 images/s
[08/12 11:31:17] ppdet.engine INFO: Epoch: [12] [22400/54024] learning_rate: 0.000100 loss_class: 0.661261 loss_bbox: 0.102884 loss_giou: 0.455849 loss_class_aux: 4.099126 loss_bbox_aux: 0.667438 loss_giou_aux: 2.840600 loss_class_dn: 0.330237 loss_bbox_dn: 0.098397 loss_giou_dn: 0.348847 loss_class_aux_dn: 1.786840 loss_bbox_aux_dn: 0.600366 loss_giou_aux_dn: 1.990098 loss: 14.151541 eta: 41 days, 8:23:04 batch_cost: 1.0536 data_cost: 0.0014 ips: 7.5931 images/s
[08/12 11:33:13] ppdet.engine INFO: Epoch: [12] [22500/54024] learning_rate: 0.000100 loss_class: 0.689260 loss_bbox: 0.108135 loss_giou: 0.497067 loss_class_aux: 4.288031 loss_bbox_aux: 0.691438 loss_giou_aux: 3.148742 loss_class_dn: 0.340931 loss_bbox_dn: 0.093067 loss_giou_dn: 0.378273 loss_class_aux_dn: 1.855314 loss_bbox_aux_dn: 0.562928 loss_giou_aux_dn: 2.174556 loss: 14.946609 eta: 41 days, 8:21:11 batch_cost: 1.1082 data_cost: 0.0013 ips: 7.2192 images/s
[08/12 11:35:12] ppdet.engine INFO: Epoch: [12] [22600/54024] learning_rate: 0.000100 loss_class: 0.680630 loss_bbox: 0.097110 loss_giou: 0.483550 loss_class_aux: 4.177807 loss_bbox_aux: 0.630231 loss_giou_aux: 3.024720 loss_class_dn: 0.345449 loss_bbox_dn: 0.086824 loss_giou_dn: 0.352361 loss_class_aux_dn: 1.885873 loss_bbox_aux_dn: 0.555575 loss_giou_aux_dn: 2.028846 loss: 14.459478 eta: 41 days, 8:19:47 batch_cost: 1.1393 data_cost: 0.0014 ips: 7.0217 images/s
[08/12 11:37:14] ppdet.engine INFO: Epoch: [12] [22700/54024] learning_rate: 0.000100 loss_class: 0.666999 loss_bbox: 0.105477 loss_giou: 0.481990 loss_class_aux: 4.152841 loss_bbox_aux: 0.662237 loss_giou_aux: 2.995508 loss_class_dn: 0.327621 loss_bbox_dn: 0.086635 loss_giou_dn: 0.341222 loss_class_aux_dn: 1.812366 loss_bbox_aux_dn: 0.529415 loss_giou_aux_dn: 1.969139 loss: 14.166322 eta: 41 days, 8:18:48 batch_cost: 1.1649 data_cost: 0.0013 ips: 6.8676 images/s
[08/12 11:39:14] ppdet.engine INFO: Epoch: [12] [22800/54024] learning_rate: 0.000100 loss_class: 0.705262 loss_bbox: 0.103242 loss_giou: 0.485436 loss_class_aux: 4.319517 loss_bbox_aux: 0.682381 loss_giou_aux: 3.000093 loss_class_dn: 0.358532 loss_bbox_dn: 0.095609 loss_giou_dn: 0.356905 loss_class_aux_dn: 1.915537 loss_bbox_aux_dn: 0.592725 loss_giou_aux_dn: 2.075922 loss: 14.947717 eta: 41 days, 8:17:33 batch_cost: 1.1489 data_cost: 0.0021 ips: 6.9634 images/s
[08/12 11:41:11] ppdet.engine INFO: Epoch: [12] [22900/54024] learning_rate: 0.000100 loss_class: 0.705545 loss_bbox: 0.106802 loss_giou: 0.533971 loss_class_aux: 4.398667 loss_bbox_aux: 0.691025 loss_giou_aux: 3.242787 loss_class_dn: 0.341581 loss_bbox_dn: 0.098132 loss_giou_dn: 0.382091 loss_class_aux_dn: 1.878611 loss_bbox_aux_dn: 0.616684 loss_giou_aux_dn: 2.195121 loss: 15.177809 eta: 41 days, 8:15:55 batch_cost: 1.1242 data_cost: 0.0013 ips: 7.1164 images/s
[08/12 11:43:17] ppdet.engine INFO: Epoch: [12] [23000/54024] learning_rate: 0.000100 loss_class: 0.684012 loss_bbox: 0.106432 loss_giou: 0.471361 loss_class_aux: 4.230180 loss_bbox_aux: 0.688664 loss_giou_aux: 2.960111 loss_class_dn: 0.329116 loss_bbox_dn: 0.095379 loss_giou_dn: 0.352822 loss_class_aux_dn: 1.795210 loss_bbox_aux_dn: 0.599900 loss_giou_aux_dn: 2.034168 loss: 14.278830 eta: 41 days, 8:15:30 batch_cost: 1.2028 data_cost: 0.0013 ips: 6.6512 images/s
[08/12 11:45:10] ppdet.engine INFO: Epoch: [12] [23100/54024] learning_rate: 0.000100 loss_class: 0.686073 loss_bbox: 0.101924 loss_giou: 0.451541 loss_class_aux: 4.294785 loss_bbox_aux: 0.656888 loss_giou_aux: 2.773126 loss_class_dn: 0.330733 loss_bbox_dn: 0.090244 loss_giou_dn: 0.342248 loss_class_aux_dn: 1.807502 loss_bbox_aux_dn: 0.559603 loss_giou_aux_dn: 1.970464 loss: 14.169797 eta: 41 days, 8:13:08 batch_cost: 1.0759 data_cost: 0.0013 ips: 7.4358 images/s
[08/12 11:47:12] ppdet.engine INFO: Epoch: [12] [23200/54024] learning_rate: 0.000100 loss_class: 0.729740 loss_bbox: 0.107092 loss_giou: 0.538159 loss_class_aux: 4.519769 loss_bbox_aux: 0.696443 loss_giou_aux: 3.344348 loss_class_dn: 0.370843 loss_bbox_dn: 0.096043 loss_giou_dn: 0.401252 loss_class_aux_dn: 1.966969 loss_bbox_aux_dn: 0.594304 loss_giou_aux_dn: 2.270381 loss: 15.438265 eta: 41 days, 8:12:16 batch_cost: 1.1741 data_cost: 0.0413 ips: 6.8135 images/s
[08/12 11:49:04] ppdet.engine INFO: Epoch: [12] [23300/54024] learning_rate: 0.000100 loss_class: 0.680560 loss_bbox: 0.104483 loss_giou: 0.462276 loss_class_aux: 4.258820 loss_bbox_aux: 0.659890 loss_giou_aux: 2.925643 loss_class_dn: 0.333056 loss_bbox_dn: 0.093875 loss_giou_dn: 0.353796 loss_class_aux_dn: 1.792292 loss_bbox_aux_dn: 0.577847 loss_giou_aux_dn: 2.043938 loss: 14.805845 eta: 41 days, 8:09:43 batch_cost: 1.0643 data_cost: 0.0013 ips: 7.5167 images/s
[08/12 11:50:59] ppdet.engine INFO: Epoch: [12] [23400/54024] learning_rate: 0.000100 loss_class: 0.729206 loss_bbox: 0.112083 loss_giou: 0.475696 loss_class_aux: 4.429763 loss_bbox_aux: 0.721660 loss_giou_aux: 2.948259 loss_class_dn: 0.333327 loss_bbox_dn: 0.105341 loss_giou_dn: 0.350924 loss_class_aux_dn: 1.851898 loss_bbox_aux_dn: 0.646807 loss_giou_aux_dn: 1.993796 loss: 14.637474 eta: 41 days, 8:07:37 batch_cost: 1.0932 data_cost: 0.0014 ips: 7.3180 images/s
[08/12 11:52:58] ppdet.engine INFO: Epoch: [12] [23500/54024] learning_rate: 0.000100 loss_class: 0.663880 loss_bbox: 0.103889 loss_giou: 0.460029 loss_class_aux: 4.190962 loss_bbox_aux: 0.677789 loss_giou_aux: 2.836046 loss_class_dn: 0.324091 loss_bbox_dn: 0.103400 loss_giou_dn: 0.350493 loss_class_aux_dn: 1.776835 loss_bbox_aux_dn: 0.632044 loss_giou_aux_dn: 2.002388 loss: 14.579258 eta: 41 days, 8:06:07 batch_cost: 1.1328 data_cost: 0.0013 ips: 7.0621 images/s
[08/12 11:54:49] ppdet.engine INFO: Epoch: [12] [23600/54024] learning_rate: 0.000100 loss_class: 0.701963 loss_bbox: 0.111031 loss_giou: 0.478040 loss_class_aux: 4.252941 loss_bbox_aux: 0.737539 loss_giou_aux: 2.942765 loss_class_dn: 0.348680 loss_bbox_dn: 0.101893 loss_giou_dn: 0.368509 loss_class_aux_dn: 1.899079 loss_bbox_aux_dn: 0.612668 loss_giou_aux_dn: 2.085696 loss: 15.066691 eta: 41 days, 8:03:28 batch_cost: 1.0587 data_cost: 0.0013 ips: 7.5567 images/s
[08/12 11:56:56] ppdet.engine INFO: Epoch: [12] [23700/54024] learning_rate: 0.000100 loss_class: 0.686269 loss_bbox: 0.113747 loss_giou: 0.532000 loss_class_aux: 4.225977 loss_bbox_aux: 0.755793 loss_giou_aux: 3.288770 loss_class_dn: 0.350620 loss_bbox_dn: 0.101017 loss_giou_dn: 0.372408 loss_class_aux_dn: 1.885803 loss_bbox_aux_dn: 0.619278 loss_giou_aux_dn: 2.094795 loss: 15.017132 eta: 41 days, 8:03:17 batch_cost: 1.2171 data_cost: 0.0535 ips: 6.5731 images/s
[08/12 11:58:48] ppdet.engine INFO: Epoch: [12] [23800/54024] learning_rate: 0.000100 loss_class: 0.714832 loss_bbox: 0.116230 loss_giou: 0.509985 loss_class_aux: 4.394340 loss_bbox_aux: 0.746686 loss_giou_aux: 3.167962 loss_class_dn: 0.362224 loss_bbox_dn: 0.098945 loss_giou_dn: 0.381360 loss_class_aux_dn: 1.940276 loss_bbox_aux_dn: 0.603646 loss_giou_aux_dn: 2.163369 loss: 15.485060 eta: 41 days, 8:00:52 batch_cost: 1.0735 data_cost: 0.0013 ips: 7.4521 images/s
[08/12 12:00:42] ppdet.engine INFO: Epoch: [12] [23900/54024] learning_rate: 0.000100 loss_class: 0.648156 loss_bbox: 0.108001 loss_giou: 0.425586 loss_class_aux: 4.120853 loss_bbox_aux: 0.694794 loss_giou_aux: 2.663140 loss_class_dn: 0.327733 loss_bbox_dn: 0.095072 loss_giou_dn: 0.338595 loss_class_aux_dn: 1.764825 loss_bbox_aux_dn: 0.593759 loss_giou_aux_dn: 1.923584 loss: 14.211663 eta: 41 days, 7:58:40 batch_cost: 1.0867 data_cost: 0.0013 ips: 7.3615 images/s
[08/12 12:02:37] ppdet.engine INFO: Epoch: [12] [24000/54024] learning_rate: 0.000100 loss_class: 0.699817 loss_bbox: 0.107180 loss_giou: 0.493703 loss_class_aux: 4.354986 loss_bbox_aux: 0.682388 loss_giou_aux: 3.081056 loss_class_dn: 0.342382 loss_bbox_dn: 0.097763 loss_giou_dn: 0.376876 loss_class_aux_dn: 1.853320 loss_bbox_aux_dn: 0.619477 loss_giou_aux_dn: 2.218436 loss: 14.818148 eta: 41 days, 7:56:35 batch_cost: 1.0954 data_cost: 0.0013 ips: 7.3032 images/s
[08/12 12:04:38] ppdet.engine INFO: Epoch: [12] [24100/54024] learning_rate: 0.000100 loss_class: 0.718834 loss_bbox: 0.114604 loss_giou: 0.555098 loss_class_aux: 4.428216 loss_bbox_aux: 0.734468 loss_giou_aux: 3.531840 loss_class_dn: 0.376398 loss_bbox_dn: 0.099085 loss_giou_dn: 0.405920 loss_class_aux_dn: 2.016628 loss_bbox_aux_dn: 0.610490 loss_giou_aux_dn: 2.311911 loss: 16.451876 eta: 41 days, 7:55:29 batch_cost: 1.1581 data_cost: 0.0777 ips: 6.9078 images/s
[08/12 12:06:31] ppdet.engine INFO: Epoch: [12] [24200/54024] learning_rate: 0.000100 loss_class: 0.691129 loss_bbox: 0.112594 loss_giou: 0.505719 loss_class_aux: 4.386127 loss_bbox_aux: 0.731948 loss_giou_aux: 3.195757 loss_class_dn: 0.360807 loss_bbox_dn: 0.095135 loss_giou_dn: 0.382157 loss_class_aux_dn: 1.916240 loss_bbox_aux_dn: 0.604591 loss_giou_aux_dn: 2.246099 loss: 15.573112 eta: 41 days, 7:53:10 batch_cost: 1.0798 data_cost: 0.0013 ips: 7.4087 images/s
[08/12 12:08:40] ppdet.engine INFO: Epoch: [12] [24300/54024] learning_rate: 0.000100 loss_class: 0.744307 loss_bbox: 0.113896 loss_giou: 0.573731 loss_class_aux: 4.596436 loss_bbox_aux: 0.746220 loss_giou_aux: 3.536552 loss_class_dn: 0.370571 loss_bbox_dn: 0.102780 loss_giou_dn: 0.412766 loss_class_aux_dn: 2.002807 loss_bbox_aux_dn: 0.636820 loss_giou_aux_dn: 2.333846 loss: 16.254607 eta: 41 days, 7:53:21 batch_cost: 1.2422 data_cost: 0.0014 ips: 6.4404 images/s
[08/12 12:10:42] ppdet.engine INFO: Epoch: [12] [24400/54024] learning_rate: 0.000100 loss_class: 0.679045 loss_bbox: 0.104131 loss_giou: 0.504790 loss_class_aux: 4.214417 loss_bbox_aux: 0.678109 loss_giou_aux: 3.129323 loss_class_dn: 0.337539 loss_bbox_dn: 0.092777 loss_giou_dn: 0.359851 loss_class_aux_dn: 1.821973 loss_bbox_aux_dn: 0.578867 loss_giou_aux_dn: 2.102511 loss: 14.903820 eta: 41 days, 7:52:25 batch_cost: 1.1695 data_cost: 0.0013 ips: 6.8404 images/s
[08/12 12:12:38] ppdet.engine INFO: Epoch: [12] [24500/54024] learning_rate: 0.000100 loss_class: 0.701422 loss_bbox: 0.104320 loss_giou: 0.475941 loss_class_aux: 4.335111 loss_bbox_aux: 0.682604 loss_giou_aux: 2.955239 loss_class_dn: 0.354074 loss_bbox_dn: 0.089088 loss_giou_dn: 0.366197 loss_class_aux_dn: 1.919801 loss_bbox_aux_dn: 0.560114 loss_giou_aux_dn: 2.121764 loss: 15.020854 eta: 41 days, 7:50:33 batch_cost: 1.1085 data_cost: 0.0322 ips: 7.2168 images/s
[08/12 12:14:31] ppdet.engine INFO: Epoch: [12] [24600/54024] learning_rate: 0.000100 loss_class: 0.691416 loss_bbox: 0.103573 loss_giou: 0.473279 loss_class_aux: 4.329906 loss_bbox_aux: 0.689378 loss_giou_aux: 2.944594 loss_class_dn: 0.336115 loss_bbox_dn: 0.096370 loss_giou_dn: 0.353248 loss_class_aux_dn: 1.841285 loss_bbox_aux_dn: 0.598363 loss_giou_aux_dn: 2.036082 loss: 14.501892 eta: 41 days, 7:48:06 batch_cost: 1.0717 data_cost: 0.0106 ips: 7.4650 images/s
[08/12 12:16:19] ppdet.engine INFO: Epoch: [12] [24700/54024] learning_rate: 0.000100 loss_class: 0.680543 loss_bbox: 0.113876 loss_giou: 0.505430 loss_class_aux: 4.224075 loss_bbox_aux: 0.728293 loss_giou_aux: 3.195822 loss_class_dn: 0.343921 loss_bbox_dn: 0.100483 loss_giou_dn: 0.368622 loss_class_aux_dn: 1.876689 loss_bbox_aux_dn: 0.614769 loss_giou_aux_dn: 2.108247 loss: 14.860427 eta: 41 days, 7:45:08 batch_cost: 1.0363 data_cost: 0.0013 ips: 7.7196 images/s
[08/12 12:18:12] ppdet.engine INFO: Epoch: [12] [24800/54024] learning_rate: 0.000100 loss_class: 0.723473 loss_bbox: 0.109690 loss_giou: 0.507275 loss_class_aux: 4.428260 loss_bbox_aux: 0.715128 loss_giou_aux: 3.141349 loss_class_dn: 0.348101 loss_bbox_dn: 0.098407 loss_giou_dn: 0.386919 loss_class_aux_dn: 1.885315 loss_bbox_aux_dn: 0.600211 loss_giou_aux_dn: 2.226784 loss: 15.539308 eta: 41 days, 7:42:44 batch_cost: 1.0744 data_cost: 0.0013 ips: 7.4462 images/s
[08/12 12:20:05] ppdet.engine INFO: Epoch: [12] [24900/54024] learning_rate: 0.000100 loss_class: 0.658247 loss_bbox: 0.098970 loss_giou: 0.446965 loss_class_aux: 4.153911 loss_bbox_aux: 0.652981 loss_giou_aux: 2.815038 loss_class_dn: 0.327607 loss_bbox_dn: 0.092212 loss_giou_dn: 0.348481 loss_class_aux_dn: 1.750038 loss_bbox_aux_dn: 0.550713 loss_giou_aux_dn: 2.042734 loss: 14.385054 eta: 41 days, 7:40:22 batch_cost: 1.0768 data_cost: 0.0013 ips: 7.4296 images/s
[08/12 12:21:57] ppdet.engine INFO: Epoch: [12] [25000/54024] learning_rate: 0.000100 loss_class: 0.738560 loss_bbox: 0.116367 loss_giou: 0.560878 loss_class_aux: 4.500368 loss_bbox_aux: 0.747030 loss_giou_aux: 3.440482 loss_class_dn: 0.366829 loss_bbox_dn: 0.104760 loss_giou_dn: 0.404874 loss_class_aux_dn: 1.948569 loss_bbox_aux_dn: 0.630556 loss_giou_aux_dn: 2.308200 loss: 16.294258 eta: 41 days, 7:37:59 batch_cost: 1.0753 data_cost: 0.0013 ips: 7.4398 images/s
[08/12 12:24:12] ppdet.engine INFO: Epoch: [12] [25100/54024] learning_rate: 0.000100 loss_class: 0.684403 loss_bbox: 0.113504 loss_giou: 0.500998 loss_class_aux: 4.325201 loss_bbox_aux: 0.724601 loss_giou_aux: 3.121298 loss_class_dn: 0.346848 loss_bbox_dn: 0.099025 loss_giou_dn: 0.377313 loss_class_aux_dn: 1.882714 loss_bbox_aux_dn: 0.615875 loss_giou_aux_dn: 2.164709 loss: 15.479201 eta: 41 days, 7:39:02 batch_cost: 1.2984 data_cost: 0.0030 ips: 6.1613 images/s
[08/12 12:26:10] ppdet.engine INFO: Epoch: [12] [25200/54024] learning_rate: 0.000100 loss_class: 0.692761 loss_bbox: 0.113394 loss_giou: 0.466295 loss_class_aux: 4.360757 loss_bbox_aux: 0.719543 loss_giou_aux: 2.914011 loss_class_dn: 0.342108 loss_bbox_dn: 0.096188 loss_giou_dn: 0.352022 loss_class_aux_dn: 1.870955 loss_bbox_aux_dn: 0.586125 loss_giou_aux_dn: 2.063449 loss: 15.162780 eta: 41 days, 7:37:28 batch_cost: 1.1280 data_cost: 0.0057 ips: 7.0922 images/s
[08/12 12:28:06] ppdet.engine INFO: Epoch: [12] [25300/54024] learning_rate: 0.000100 loss_class: 0.722796 loss_bbox: 0.114157 loss_giou: 0.531866 loss_class_aux: 4.448945 loss_bbox_aux: 0.751757 loss_giou_aux: 3.303259 loss_class_dn: 0.356771 loss_bbox_dn: 0.099283 loss_giou_dn: 0.393423 loss_class_aux_dn: 1.908600 loss_bbox_aux_dn: 0.591222 loss_giou_aux_dn: 2.292550 loss: 15.613676 eta: 41 days, 7:35:37 batch_cost: 1.1098 data_cost: 0.0013 ips: 7.2082 images/s
[08/12 12:29:58] ppdet.engine INFO: Epoch: [12] [25400/54024] learning_rate: 0.000100 loss_class: 0.675767 loss_bbox: 0.109517 loss_giou: 0.487565 loss_class_aux: 4.224658 loss_bbox_aux: 0.687973 loss_giou_aux: 3.067503 loss_class_dn: 0.344985 loss_bbox_dn: 0.090641 loss_giou_dn: 0.373055 loss_class_aux_dn: 1.857018 loss_bbox_aux_dn: 0.578425 loss_giou_aux_dn: 2.125197 loss: 15.183020 eta: 41 days, 7:33:02 batch_cost: 1.0628 data_cost: 0.0014 ips: 7.5275 images/s
[08/12 12:31:57] ppdet.engine INFO: Epoch: [12] [25500/54024] learning_rate: 0.000100 loss_class: 0.681473 loss_bbox: 0.109074 loss_giou: 0.478547 loss_class_aux: 4.198920 loss_bbox_aux: 0.710905 loss_giou_aux: 3.020387 loss_class_dn: 0.337425 loss_bbox_dn: 0.108010 loss_giou_dn: 0.363548 loss_class_aux_dn: 1.832489 loss_bbox_aux_dn: 0.631323 loss_giou_aux_dn: 2.077330 loss: 14.802669 eta: 41 days, 7:31:35 batch_cost: 1.1357 data_cost: 0.0191 ips: 7.0444 images/s
[08/12 12:33:56] ppdet.engine INFO: Epoch: [12] [25600/54024] learning_rate: 0.000100 loss_class: 0.703231 loss_bbox: 0.108398 loss_giou: 0.498867 loss_class_aux: 4.355252 loss_bbox_aux: 0.683889 loss_giou_aux: 3.130820 loss_class_dn: 0.349856 loss_bbox_dn: 0.095748 loss_giou_dn: 0.379496 loss_class_aux_dn: 1.885182 loss_bbox_aux_dn: 0.593822 loss_giou_aux_dn: 2.187769 loss: 15.418842 eta: 41 days, 7:30:11 batch_cost: 1.1391 data_cost: 0.0013 ips: 7.0232 images/s
[08/12 12:35:49] ppdet.engine INFO: Epoch: [12] [25700/54024] learning_rate: 0.000100 loss_class: 0.689300 loss_bbox: 0.106197 loss_giou: 0.502649 loss_class_aux: 4.305204 loss_bbox_aux: 0.671908 loss_giou_aux: 3.087187 loss_class_dn: 0.347797 loss_bbox_dn: 0.095475 loss_giou_dn: 0.367443 loss_class_aux_dn: 1.878744 loss_bbox_aux_dn: 0.575443 loss_giou_aux_dn: 2.102566 loss: 15.319334 eta: 41 days, 7:27:57 batch_cost: 1.0850 data_cost: 0.0013 ips: 7.3732 images/s
[08/12 12:37:43] ppdet.engine INFO: Epoch: [12] [25800/54024] learning_rate: 0.000100 loss_class: 0.669417 loss_bbox: 0.102990 loss_giou: 0.492141 loss_class_aux: 4.102651 loss_bbox_aux: 0.673476 loss_giou_aux: 3.089831 loss_class_dn: 0.342978 loss_bbox_dn: 0.099875 loss_giou_dn: 0.373317 loss_class_aux_dn: 1.865836 loss_bbox_aux_dn: 0.600904 loss_giou_aux_dn: 2.118670 loss: 14.593418 eta: 41 days, 7:25:47 batch_cost: 1.0891 data_cost: 0.0013 ips: 7.3452 images/s
[08/12 12:39:44] ppdet.engine INFO: Epoch: [12] [25900/54024] learning_rate: 0.000100 loss_class: 0.707239 loss_bbox: 0.102965 loss_giou: 0.466785 loss_class_aux: 4.361568 loss_bbox_aux: 0.671101 loss_giou_aux: 2.953573 loss_class_dn: 0.344698 loss_bbox_dn: 0.095399 loss_giou_dn: 0.356586 loss_class_aux_dn: 1.868898 loss_bbox_aux_dn: 0.579019 loss_giou_aux_dn: 2.050179 loss: 14.801346 eta: 41 days, 7:24:41 batch_cost: 1.1590 data_cost: 0.0014 ips: 6.9022 images/s
[08/12 12:41:40] ppdet.engine INFO: Epoch: [12] [26000/54024] learning_rate: 0.000100 loss_class: 0.696604 loss_bbox: 0.104482 loss_giou: 0.473995 loss_class_aux: 4.283750 loss_bbox_aux: 0.672473 loss_giou_aux: 2.973949 loss_class_dn: 0.350824 loss_bbox_dn: 0.100408 loss_giou_dn: 0.372692 loss_class_aux_dn: 1.917306 loss_bbox_aux_dn: 0.625322 loss_giou_aux_dn: 2.118573 loss: 15.094367 eta: 41 days, 7:22:50 batch_cost: 1.1107 data_cost: 0.0014 ips: 7.2027 images/s
[08/12 12:43:40] ppdet.engine INFO: Epoch: [12] [26100/54024] learning_rate: 0.000100 loss_class: 0.676264 loss_bbox: 0.101366 loss_giou: 0.498866 loss_class_aux: 4.211534 loss_bbox_aux: 0.674776 loss_giou_aux: 3.122079 loss_class_dn: 0.352916 loss_bbox_dn: 0.092079 loss_giou_dn: 0.360897 loss_class_aux_dn: 1.892561 loss_bbox_aux_dn: 0.589100 loss_giou_aux_dn: 2.085953 loss: 15.293673 eta: 41 days, 7:21:31 batch_cost: 1.1440 data_cost: 0.0334 ips: 6.9931 images/s
[08/12 12:45:31] ppdet.engine INFO: Epoch: [12] [26200/54024] learning_rate: 0.000100 loss_class: 0.649288 loss_bbox: 0.099862 loss_giou: 0.496713 loss_class_aux: 3.958708 loss_bbox_aux: 0.640094 loss_giou_aux: 3.078063 loss_class_dn: 0.323889 loss_bbox_dn: 0.096413 loss_giou_dn: 0.369329 loss_class_aux_dn: 1.745317 loss_bbox_aux_dn: 0.588709 loss_giou_aux_dn: 2.123650 loss: 14.331728 eta: 41 days, 7:18:50 batch_cost: 1.0556 data_cost: 0.0013 ips: 7.5786 images/s
[08/12 12:47:25] ppdet.engine INFO: Epoch: [12] [26300/54024] learning_rate: 0.000100 loss_class: 0.676999 loss_bbox: 0.107055 loss_giou: 0.443709 loss_class_aux: 4.267177 loss_bbox_aux: 0.669399 loss_giou_aux: 2.795015 loss_class_dn: 0.324683 loss_bbox_dn: 0.097032 loss_giou_dn: 0.334864 loss_class_aux_dn: 1.758031 loss_bbox_aux_dn: 0.607644 loss_giou_aux_dn: 1.957511 loss: 13.900234 eta: 41 days, 7:16:46 batch_cost: 1.0959 data_cost: 0.0013 ips: 7.3003 images/s
[08/12 12:49:25] ppdet.engine INFO: Epoch: [12] [26400/54024] learning_rate: 0.000100 loss_class: 0.658145 loss_bbox: 0.100405 loss_giou: 0.453318 loss_class_aux: 4.093172 loss_bbox_aux: 0.650276 loss_giou_aux: 2.851254 loss_class_dn: 0.321481 loss_bbox_dn: 0.096644 loss_giou_dn: 0.341390 loss_class_aux_dn: 1.747828 loss_bbox_aux_dn: 0.615178 loss_giou_aux_dn: 1.953402 loss: 14.166631 eta: 41 days, 7:15:25 batch_cost: 1.1425 data_cost: 0.0759 ips: 7.0019 images/s
[08/12 12:51:21] ppdet.engine INFO: Epoch: [12] [26500/54024] learning_rate: 0.000100 loss_class: 0.690002 loss_bbox: 0.102443 loss_giou: 0.433386 loss_class_aux: 4.251659 loss_bbox_aux: 0.666520 loss_giou_aux: 2.715443 loss_class_dn: 0.320509 loss_bbox_dn: 0.099007 loss_giou_dn: 0.345985 loss_class_aux_dn: 1.748834 loss_bbox_aux_dn: 0.606159 loss_giou_aux_dn: 1.967358 loss: 14.315079 eta: 41 days, 7:13:37 batch_cost: 1.1138 data_cost: 0.0013 ips: 7.1824 images/s
[08/12 12:53:19] ppdet.engine INFO: Epoch: [12] [26600/54024] learning_rate: 0.000100 loss_class: 0.685303 loss_bbox: 0.106448 loss_giou: 0.530473 loss_class_aux: 4.217883 loss_bbox_aux: 0.676038 loss_giou_aux: 3.353277 loss_class_dn: 0.345051 loss_bbox_dn: 0.090894 loss_giou_dn: 0.392919 loss_class_aux_dn: 1.857422 loss_bbox_aux_dn: 0.563587 loss_giou_aux_dn: 2.239915 loss: 15.095912 eta: 41 days, 7:12:03 batch_cost: 1.1275 data_cost: 0.0013 ips: 7.0953 images/s
[08/12 12:55:17] ppdet.engine INFO: Epoch: [12] [26700/54024] learning_rate: 0.000100 loss_class: 0.751972 loss_bbox: 0.111029 loss_giou: 0.467994 loss_class_aux: 4.602625 loss_bbox_aux: 0.720451 loss_giou_aux: 2.938840 loss_class_dn: 0.352044 loss_bbox_dn: 0.099437 loss_giou_dn: 0.360226 loss_class_aux_dn: 1.904340 loss_bbox_aux_dn: 0.616260 loss_giou_aux_dn: 2.071134 loss: 15.222234 eta: 41 days, 7:10:25 batch_cost: 1.1246 data_cost: 0.0013 ips: 7.1138 images/s
[08/12 12:57:14] ppdet.engine INFO: Epoch: [12] [26800/54024] learning_rate: 0.000100 loss_class: 0.667134 loss_bbox: 0.105999 loss_giou: 0.499602 loss_class_aux: 4.128952 loss_bbox_aux: 0.682137 loss_giou_aux: 3.129902 loss_class_dn: 0.338278 loss_bbox_dn: 0.090477 loss_giou_dn: 0.372751 loss_class_aux_dn: 1.831843 loss_bbox_aux_dn: 0.551283 loss_giou_aux_dn: 2.127900 loss: 14.686632 eta: 41 days, 7:08:41 batch_cost: 1.1181 data_cost: 0.0013 ips: 7.1549 images/s
[08/12 12:59:09] ppdet.engine INFO: Epoch: [12] [26900/54024] learning_rate: 0.000100 loss_class: 0.689858 loss_bbox: 0.107823 loss_giou: 0.480614 loss_class_aux: 4.290046 loss_bbox_aux: 0.705232 loss_giou_aux: 2.967081 loss_class_dn: 0.340356 loss_bbox_dn: 0.095812 loss_giou_dn: 0.370690 loss_class_aux_dn: 1.842025 loss_bbox_aux_dn: 0.590752 loss_giou_aux_dn: 2.100065 loss: 14.671706 eta: 41 days, 7:06:36 batch_cost: 1.0945 data_cost: 0.0013 ips: 7.3091 images/s
[08/12 13:01:01] ppdet.engine INFO: Epoch: [12] [27000/54024] learning_rate: 0.000100 loss_class: 0.679704 loss_bbox: 0.104183 loss_giou: 0.473436 loss_class_aux: 4.248068 loss_bbox_aux: 0.677203 loss_giou_aux: 3.003260 loss_class_dn: 0.336052 loss_bbox_dn: 0.091932 loss_giou_dn: 0.356496 loss_class_aux_dn: 1.839947 loss_bbox_aux_dn: 0.570731 loss_giou_aux_dn: 2.046744 loss: 14.667414 eta: 41 days, 7:04:15 batch_cost: 1.0768 data_cost: 0.0013 ips: 7.4295 images/s
[08/12 13:02:56] ppdet.engine INFO: Epoch: [12] [27100/54024] learning_rate: 0.000100 loss_class: 0.668199 loss_bbox: 0.104885 loss_giou: 0.457701 loss_class_aux: 4.164938 loss_bbox_aux: 0.687250 loss_giou_aux: 2.820800 loss_class_dn: 0.337079 loss_bbox_dn: 0.094439 loss_giou_dn: 0.347180 loss_class_aux_dn: 1.819102 loss_bbox_aux_dn: 0.590270 loss_giou_aux_dn: 1.966097 loss: 14.239285 eta: 41 days, 7:02:15 batch_cost: 1.0996 data_cost: 0.0013 ips: 7.2752 images/s
[08/12 13:04:52] ppdet.engine INFO: Epoch: [12] [27200/54024] learning_rate: 0.000100 loss_class: 0.728846 loss_bbox: 0.115112 loss_giou: 0.532487 loss_class_aux: 4.523559 loss_bbox_aux: 0.759406 loss_giou_aux: 3.320071 loss_class_dn: 0.351937 loss_bbox_dn: 0.103842 loss_giou_dn: 0.397355 loss_class_aux_dn: 1.893603 loss_bbox_aux_dn: 0.627514 loss_giou_aux_dn: 2.255824 loss: 15.306930 eta: 41 days, 7:00:17 batch_cost: 1.1034 data_cost: 0.0013 ips: 7.2506 images/s
[08/12 13:06:44] ppdet.engine INFO: Epoch: [12] [27300/54024] learning_rate: 0.000100 loss_class: 0.677969 loss_bbox: 0.102598 loss_giou: 0.506964 loss_class_aux: 4.179196 loss_bbox_aux: 0.666481 loss_giou_aux: 3.154748 loss_class_dn: 0.348194 loss_bbox_dn: 0.095269 loss_giou_dn: 0.367276 loss_class_aux_dn: 1.922048 loss_bbox_aux_dn: 0.594420 loss_giou_aux_dn: 2.100603 loss: 14.924803 eta: 41 days, 6:57:47 batch_cost: 1.0664 data_cost: 0.0013 ips: 7.5018 images/s
[08/12 13:08:42] ppdet.engine INFO: Epoch: [12] [27400/54024] learning_rate: 0.000100 loss_class: 0.653893 loss_bbox: 0.093250 loss_giou: 0.430046 loss_class_aux: 4.049071 loss_bbox_aux: 0.613527 loss_giou_aux: 2.728282 loss_class_dn: 0.311863 loss_bbox_dn: 0.087533 loss_giou_dn: 0.326104 loss_class_aux_dn: 1.702991 loss_bbox_aux_dn: 0.547977 loss_giou_aux_dn: 1.884751 loss: 13.747780 eta: 41 days, 6:56:15 batch_cost: 1.1308 data_cost: 0.0014 ips: 7.0746 images/s
[08/12 13:10:37] ppdet.engine INFO: Epoch: [12] [27500/54024] learning_rate: 0.000100 loss_class: 0.706335 loss_bbox: 0.108586 loss_giou: 0.506694 loss_class_aux: 4.371030 loss_bbox_aux: 0.715151 loss_giou_aux: 3.207897 loss_class_dn: 0.350468 loss_bbox_dn: 0.092697 loss_giou_dn: 0.389614 loss_class_aux_dn: 1.905443 loss_bbox_aux_dn: 0.593941 loss_giou_aux_dn: 2.172360 loss: 15.138760 eta: 41 days, 6:54:15 batch_cost: 1.1006 data_cost: 0.0013 ips: 7.2689 images/s
[08/12 13:12:31] ppdet.engine INFO: Epoch: [12] [27600/54024] learning_rate: 0.000100 loss_class: 0.682889 loss_bbox: 0.103100 loss_giou: 0.474898 loss_class_aux: 4.201289 loss_bbox_aux: 0.658517 loss_giou_aux: 2.986872 loss_class_dn: 0.331514 loss_bbox_dn: 0.089824 loss_giou_dn: 0.360443 loss_class_aux_dn: 1.797831 loss_bbox_aux_dn: 0.558975 loss_giou_aux_dn: 2.070899 loss: 14.450776 eta: 41 days, 6:52:08 batch_cost: 1.0920 data_cost: 0.0351 ips: 7.3257 images/s
[08/12 13:14:25] ppdet.engine INFO: Epoch: [12] [27700/54024] learning_rate: 0.000100 loss_class: 0.685573 loss_bbox: 0.106552 loss_giou: 0.494757 loss_class_aux: 4.235930 loss_bbox_aux: 0.695401 loss_giou_aux: 3.073961 loss_class_dn: 0.343991 loss_bbox_dn: 0.092940 loss_giou_dn: 0.370247 loss_class_aux_dn: 1.873954 loss_bbox_aux_dn: 0.561414 loss_giou_aux_dn: 2.119966 loss: 14.662662 eta: 41 days, 6:49:57 batch_cost: 1.0885 data_cost: 0.0013 ips: 7.3496 images/s
[08/12 13:16:31] ppdet.engine INFO: Epoch: [12] [27800/54024] learning_rate: 0.000100 loss_class: 0.693708 loss_bbox: 0.099875 loss_giou: 0.470971 loss_class_aux: 4.268350 loss_bbox_aux: 0.671065 loss_giou_aux: 2.933888 loss_class_dn: 0.319213 loss_bbox_dn: 0.094875 loss_giou_dn: 0.360005 loss_class_aux_dn: 1.747260 loss_bbox_aux_dn: 0.576278 loss_giou_aux_dn: 2.023206 loss: 14.341065 eta: 41 days, 6:49:30 batch_cost: 1.2018 data_cost: 0.1074 ips: 6.6569 images/s
[08/12 13:18:23] ppdet.engine INFO: Epoch: [12] [27900/54024] learning_rate: 0.000100 loss_class: 0.696229 loss_bbox: 0.112908 loss_giou: 0.516232 loss_class_aux: 4.284945 loss_bbox_aux: 0.732329 loss_giou_aux: 3.206215 loss_class_dn: 0.352240 loss_bbox_dn: 0.102925 loss_giou_dn: 0.375365 loss_class_aux_dn: 1.885347 loss_bbox_aux_dn: 0.641015 loss_giou_aux_dn: 2.169545 loss: 15.088097 eta: 41 days, 6:47:09 batch_cost: 1.0766 data_cost: 0.0013 ips: 7.4307 images/s
[08/12 13:20:19] ppdet.engine INFO: Epoch: [12] [28000/54024] learning_rate: 0.000100 loss_class: 0.652465 loss_bbox: 0.107607 loss_giou: 0.453001 loss_class_aux: 4.000799 loss_bbox_aux: 0.698803 loss_giou_aux: 2.760634 loss_class_dn: 0.333695 loss_bbox_dn: 0.101617 loss_giou_dn: 0.342965 loss_class_aux_dn: 1.812006 loss_bbox_aux_dn: 0.639852 loss_giou_aux_dn: 1.975062 loss: 14.282319 eta: 41 days, 6:45:10 batch_cost: 1.1014 data_cost: 0.0013 ips: 7.2635 images/s
[08/12 13:22:16] ppdet.engine INFO: Epoch: [12] [28100/54024] learning_rate: 0.000100 loss_class: 0.652874 loss_bbox: 0.098553 loss_giou: 0.444255 loss_class_aux: 4.092723 loss_bbox_aux: 0.638487 loss_giou_aux: 2.792900 loss_class_dn: 0.328774 loss_bbox_dn: 0.088449 loss_giou_dn: 0.340600 loss_class_aux_dn: 1.782818 loss_bbox_aux_dn: 0.551345 loss_giou_aux_dn: 1.935006 loss: 13.936103 eta: 41 days, 6:43:21 batch_cost: 1.1125 data_cost: 0.0013 ips: 7.1912 images/s
[08/12 13:24:08] ppdet.engine INFO: Epoch: [12] [28200/54024] learning_rate: 0.000100 loss_class: 0.703847 loss_bbox: 0.106519 loss_giou: 0.514726 loss_class_aux: 4.355797 loss_bbox_aux: 0.691852 loss_giou_aux: 3.265410 loss_class_dn: 0.350441 loss_bbox_dn: 0.094546 loss_giou_dn: 0.393760 loss_class_aux_dn: 1.909890 loss_bbox_aux_dn: 0.620069 loss_giou_aux_dn: 2.242874 loss: 15.230702 eta: 41 days, 6:40:54 batch_cost: 1.0696 data_cost: 0.0013 ips: 7.4795 images/s
[08/12 13:26:01] ppdet.engine INFO: Epoch: [12] [28300/54024] learning_rate: 0.000100 loss_class: 0.685592 loss_bbox: 0.103206 loss_giou: 0.437247 loss_class_aux: 4.245913 loss_bbox_aux: 0.701950 loss_giou_aux: 2.739765 loss_class_dn: 0.325671 loss_bbox_dn: 0.098698 loss_giou_dn: 0.328550 loss_class_aux_dn: 1.747665 loss_bbox_aux_dn: 0.623251 loss_giou_aux_dn: 1.928888 loss: 14.100599 eta: 41 days, 6:38:35 batch_cost: 1.0798 data_cost: 0.0089 ips: 7.4086 images/s
[08/12 13:27:55] ppdet.engine INFO: Epoch: [12] [28400/54024] learning_rate: 0.000100 loss_class: 0.717613 loss_bbox: 0.110043 loss_giou: 0.485734 loss_class_aux: 4.396811 loss_bbox_aux: 0.711060 loss_giou_aux: 3.061335 loss_class_dn: 0.353289 loss_bbox_dn: 0.099741 loss_giou_dn: 0.367840 loss_class_aux_dn: 1.913244 loss_bbox_aux_dn: 0.627833 loss_giou_aux_dn: 2.122012 loss: 15.209057 eta: 41 days, 6:36:22 batch_cost: 1.0852 data_cost: 0.0013 ips: 7.3719 images/s
[08/12 13:29:54] ppdet.engine INFO: Epoch: [12] [28500/54024] learning_rate: 0.000100 loss_class: 0.666358 loss_bbox: 0.102683 loss_giou: 0.451391 loss_class_aux: 4.155183 loss_bbox_aux: 0.656808 loss_giou_aux: 2.860902 loss_class_dn: 0.341350 loss_bbox_dn: 0.098130 loss_giou_dn: 0.362055 loss_class_aux_dn: 1.843103 loss_bbox_aux_dn: 0.591341 loss_giou_aux_dn: 2.075479 loss: 14.401264 eta: 41 days, 6:34:59 batch_cost: 1.1407 data_cost: 0.0013 ips: 7.0129 images/s
[08/12 13:31:47] ppdet.engine INFO: Epoch: [12] [28600/54024] learning_rate: 0.000100 loss_class: 0.700270 loss_bbox: 0.108319 loss_giou: 0.507306 loss_class_aux: 4.334820 loss_bbox_aux: 0.688825 loss_giou_aux: 3.108488 loss_class_dn: 0.333122 loss_bbox_dn: 0.094632 loss_giou_dn: 0.376834 loss_class_aux_dn: 1.806096 loss_bbox_aux_dn: 0.579939 loss_giou_aux_dn: 2.127105 loss: 14.614616 eta: 41 days, 6:32:40 batch_cost: 1.0791 data_cost: 0.0207 ips: 7.4137 images/s
[08/12 13:33:44] ppdet.engine INFO: Epoch: [12] [28700/54024] learning_rate: 0.000100 loss_class: 0.713505 loss_bbox: 0.105255 loss_giou: 0.472011 loss_class_aux: 4.418803 loss_bbox_aux: 0.704250 loss_giou_aux: 2.924465 loss_class_dn: 0.347707 loss_bbox_dn: 0.094023 loss_giou_dn: 0.354167 loss_class_aux_dn: 1.896951 loss_bbox_aux_dn: 0.599608 loss_giou_aux_dn: 2.052356 loss: 14.985364 eta: 41 days, 6:31:00 batch_cost: 1.1228 data_cost: 0.0013 ips: 7.1248 images/s
[08/12 13:35:44] ppdet.engine INFO: Epoch: [12] [28800/54024] learning_rate: 0.000100 loss_class: 0.663680 loss_bbox: 0.101654 loss_giou: 0.459869 loss_class_aux: 4.210280 loss_bbox_aux: 0.651470 loss_giou_aux: 2.810658 loss_class_dn: 0.323970 loss_bbox_dn: 0.094389 loss_giou_dn: 0.342665 loss_class_aux_dn: 1.756113 loss_bbox_aux_dn: 0.614405 loss_giou_aux_dn: 1.981292 loss: 14.317094 eta: 41 days, 6:29:40 batch_cost: 1.1432 data_cost: 0.0013 ips: 6.9977 images/s
[08/12 13:37:39] ppdet.engine INFO: Epoch: [12] [28900/54024] learning_rate: 0.000100 loss_class: 0.679414 loss_bbox: 0.105118 loss_giou: 0.473747 loss_class_aux: 4.203117 loss_bbox_aux: 0.678202 loss_giou_aux: 2.980267 loss_class_dn: 0.342055 loss_bbox_dn: 0.090875 loss_giou_dn: 0.358150 loss_class_aux_dn: 1.838066 loss_bbox_aux_dn: 0.562695 loss_giou_aux_dn: 2.072281 loss: 14.781940 eta: 41 days, 6:27:44 batch_cost: 1.1043 data_cost: 0.0013 ips: 7.2445 images/s
[08/12 13:39:46] ppdet.engine INFO: Epoch: [12] [29000/54024] learning_rate: 0.000100 loss_class: 0.662803 loss_bbox: 0.099550 loss_giou: 0.441040 loss_class_aux: 4.197077 loss_bbox_aux: 0.659701 loss_giou_aux: 2.723247 loss_class_dn: 0.324704 loss_bbox_dn: 0.095534 loss_giou_dn: 0.341242 loss_class_aux_dn: 1.753334 loss_bbox_aux_dn: 0.579714 loss_giou_aux_dn: 1.977583 loss: 14.140760 eta: 41 days, 6:27:28 batch_cost: 1.2148 data_cost: 0.0014 ips: 6.5854 images/s
[08/12 13:41:38] ppdet.engine INFO: Epoch: [12] [29100/54024] learning_rate: 0.000100 loss_class: 0.661297 loss_bbox: 0.098420 loss_giou: 0.507733 loss_class_aux: 4.110512 loss_bbox_aux: 0.662968 loss_giou_aux: 3.122460 loss_class_dn: 0.327339 loss_bbox_dn: 0.090826 loss_giou_dn: 0.370972 loss_class_aux_dn: 1.759957 loss_bbox_aux_dn: 0.555787 loss_giou_aux_dn: 2.128890 loss: 14.243666 eta: 41 days, 6:25:06 batch_cost: 1.0755 data_cost: 0.0013 ips: 7.4382 images/s
[08/12 13:43:37] ppdet.engine INFO: Epoch: [12] [29200/54024] learning_rate: 0.000100 loss_class: 0.667501 loss_bbox: 0.102389 loss_giou: 0.490725 loss_class_aux: 4.085421 loss_bbox_aux: 0.682198 loss_giou_aux: 3.064884 loss_class_dn: 0.345989 loss_bbox_dn: 0.094866 loss_giou_dn: 0.381331 loss_class_aux_dn: 1.852388 loss_bbox_aux_dn: 0.607388 loss_giou_aux_dn: 2.200550 loss: 15.226142 eta: 41 days, 6:23:45 batch_cost: 1.1438 data_cost: 0.0013 ips: 6.9942 images/s
[08/12 13:45:32] ppdet.engine INFO: Epoch: [12] [29300/54024] learning_rate: 0.000100 loss_class: 0.703476 loss_bbox: 0.105978 loss_giou: 0.507841 loss_class_aux: 4.387944 loss_bbox_aux: 0.704592 loss_giou_aux: 3.154029 loss_class_dn: 0.350995 loss_bbox_dn: 0.097068 loss_giou_dn: 0.380636 loss_class_aux_dn: 1.873084 loss_bbox_aux_dn: 0.603632 loss_giou_aux_dn: 2.174223 loss: 15.074672 eta: 41 days, 6:21:41 batch_cost: 1.0950 data_cost: 0.0013 ips: 7.3061 images/s
[08/12 13:47:31] ppdet.engine INFO: Epoch: [12] [29400/54024] learning_rate: 0.000100 loss_class: 0.700474 loss_bbox: 0.106284 loss_giou: 0.497017 loss_class_aux: 4.289208 loss_bbox_aux: 0.732336 loss_giou_aux: 3.098334 loss_class_dn: 0.338964 loss_bbox_dn: 0.106191 loss_giou_dn: 0.377297 loss_class_aux_dn: 1.827550 loss_bbox_aux_dn: 0.648478 loss_giou_aux_dn: 2.161647 loss: 14.693855 eta: 41 days, 6:20:20 batch_cost: 1.1430 data_cost: 0.0013 ips: 6.9991 images/s
[08/12 13:49:34] ppdet.engine INFO: Epoch: [12] [29500/54024] learning_rate: 0.000100 loss_class: 0.680992 loss_bbox: 0.112578 loss_giou: 0.460684 loss_class_aux: 4.262352 loss_bbox_aux: 0.739398 loss_giou_aux: 2.852590 loss_class_dn: 0.344388 loss_bbox_dn: 0.103584 loss_giou_dn: 0.355886 loss_class_aux_dn: 1.851614 loss_bbox_aux_dn: 0.636297 loss_giou_aux_dn: 2.044679 loss: 14.828388 eta: 41 days, 6:19:26 batch_cost: 1.1732 data_cost: 0.0013 ips: 6.8188 images/s
[08/12 13:51:28] ppdet.engine INFO: Epoch: [12] [29600/54024] learning_rate: 0.000100 loss_class: 0.636903 loss_bbox: 0.096559 loss_giou: 0.432330 loss_class_aux: 3.994462 loss_bbox_aux: 0.618001 loss_giou_aux: 2.728938 loss_class_dn: 0.320439 loss_bbox_dn: 0.089734 loss_giou_dn: 0.333067 loss_class_aux_dn: 1.736985 loss_bbox_aux_dn: 0.567072 loss_giou_aux_dn: 1.931638 loss: 14.000407 eta: 41 days, 6:17:14 batch_cost: 1.0859 data_cost: 0.0014 ips: 7.3672 images/s
[08/12 13:53:28] ppdet.engine INFO: Epoch: [12] [29700/54024] learning_rate: 0.000100 loss_class: 0.717719 loss_bbox: 0.101235 loss_giou: 0.505250 loss_class_aux: 4.396405 loss_bbox_aux: 0.668899 loss_giou_aux: 3.112075 loss_class_dn: 0.362179 loss_bbox_dn: 0.098307 loss_giou_dn: 0.399536 loss_class_aux_dn: 1.950493 loss_bbox_aux_dn: 0.601450 loss_giou_aux_dn: 2.304768 loss: 15.778353 eta: 41 days, 6:15:57 batch_cost: 1.1485 data_cost: 0.0013 ips: 6.9658 images/s
[08/12 13:55:27] ppdet.engine INFO: Epoch: [12] [29800/54024] learning_rate: 0.000100 loss_class: 0.693762 loss_bbox: 0.109950 loss_giou: 0.468422 loss_class_aux: 4.261942 loss_bbox_aux: 0.712779 loss_giou_aux: 2.942460 loss_class_dn: 0.341874 loss_bbox_dn: 0.100795 loss_giou_dn: 0.383943 loss_class_aux_dn: 1.816148 loss_bbox_aux_dn: 0.620526 loss_giou_aux_dn: 2.181501 loss: 15.202854 eta: 41 days, 6:14:27 batch_cost: 1.1324 data_cost: 0.0013 ips: 7.0645 images/s
[08/12 13:57:32] ppdet.engine INFO: Epoch: [12] [29900/54024] learning_rate: 0.000100 loss_class: 0.651023 loss_bbox: 0.104471 loss_giou: 0.464234 loss_class_aux: 4.053812 loss_bbox_aux: 0.683943 loss_giou_aux: 2.843602 loss_class_dn: 0.332617 loss_bbox_dn: 0.097852 loss_giou_dn: 0.344658 loss_class_aux_dn: 1.797663 loss_bbox_aux_dn: 0.602063 loss_giou_aux_dn: 1.979720 loss: 14.319741 eta: 41 days, 6:13:57 batch_cost: 1.1989 data_cost: 0.0881 ips: 6.6728 images/s
[08/12 13:59:32] ppdet.engine INFO: Epoch: [12] [30000/54024] learning_rate: 0.000100 loss_class: 0.696061 loss_bbox: 0.103289 loss_giou: 0.501813 loss_class_aux: 4.286112 loss_bbox_aux: 0.674741 loss_giou_aux: 3.109887 loss_class_dn: 0.348195 loss_bbox_dn: 0.098572 loss_giou_dn: 0.360166 loss_class_aux_dn: 1.881144 loss_bbox_aux_dn: 0.604259 loss_giou_aux_dn: 2.115136 loss: 14.879061 eta: 41 days, 6:12:41 batch_cost: 1.1497 data_cost: 0.0746 ips: 6.9584 images/s
[08/12 14:01:25] ppdet.engine INFO: Epoch: [12] [30100/54024] learning_rate: 0.000100 loss_class: 0.692518 loss_bbox: 0.108915 loss_giou: 0.460857 loss_class_aux: 4.314058 loss_bbox_aux: 0.689489 loss_giou_aux: 2.846973 loss_class_dn: 0.338792 loss_bbox_dn: 0.098984 loss_giou_dn: 0.356676 loss_class_aux_dn: 1.811855 loss_bbox_aux_dn: 0.618122 loss_giou_aux_dn: 2.072549 loss: 14.683064 eta: 41 days, 6:10:18 batch_cost: 1.0746 data_cost: 0.0013 ips: 7.4447 images/s
[08/12 14:03:24] ppdet.engine INFO: Epoch: [12] [30200/54024] learning_rate: 0.000100 loss_class: 0.688074 loss_bbox: 0.103109 loss_giou: 0.462269 loss_class_aux: 4.284489 loss_bbox_aux: 0.678144 loss_giou_aux: 2.929142 loss_class_dn: 0.343990 loss_bbox_dn: 0.103218 loss_giou_dn: 0.353128 loss_class_aux_dn: 1.848934 loss_bbox_aux_dn: 0.641340 loss_giou_aux_dn: 2.040973 loss: 14.704859 eta: 41 days, 6:08:54 batch_cost: 1.1393 data_cost: 0.0013 ips: 7.0218 images/s
[08/12 14:05:25] ppdet.engine INFO: Epoch: [12] [30300/54024] learning_rate: 0.000100 loss_class: 0.683438 loss_bbox: 0.112313 loss_giou: 0.529958 loss_class_aux: 4.226738 loss_bbox_aux: 0.739797 loss_giou_aux: 3.313039 loss_class_dn: 0.350012 loss_bbox_dn: 0.097355 loss_giou_dn: 0.393928 loss_class_aux_dn: 1.894791 loss_bbox_aux_dn: 0.611658 loss_giou_aux_dn: 2.195849 loss: 15.547362 eta: 41 days, 6:07:48 batch_cost: 1.1597 data_cost: 0.0013 ips: 6.8984 images/s
[08/12 14:07:17] ppdet.engine INFO: Epoch: [12] [30400/54024] learning_rate: 0.000100 loss_class: 0.694233 loss_bbox: 0.108401 loss_giou: 0.508375 loss_class_aux: 4.296203 loss_bbox_aux: 0.705166 loss_giou_aux: 3.147273 loss_class_dn: 0.344290 loss_bbox_dn: 0.099718 loss_giou_dn: 0.367535 loss_class_aux_dn: 1.852975 loss_bbox_aux_dn: 0.609751 loss_giou_aux_dn: 2.111326 loss: 14.848190 eta: 41 days, 6:05:18 batch_cost: 1.0666 data_cost: 0.0014 ips: 7.5006 images/s
[08/12 14:09:11] ppdet.engine INFO: Epoch: [12] [30500/54024] learning_rate: 0.000100 loss_class: 0.673820 loss_bbox: 0.103383 loss_giou: 0.444619 loss_class_aux: 4.157051 loss_bbox_aux: 0.663448 loss_giou_aux: 2.809470 loss_class_dn: 0.340217 loss_bbox_dn: 0.099433 loss_giou_dn: 0.340879 loss_class_aux_dn: 1.845743 loss_bbox_aux_dn: 0.616116 loss_giou_aux_dn: 2.011172 loss: 14.261686 eta: 41 days, 6:03:07 batch_cost: 1.0885 data_cost: 0.0013 ips: 7.3496 images/s
[08/12 14:11:08] ppdet.engine INFO: Epoch: [12] [30600/54024] learning_rate: 0.000100 loss_class: 0.664024 loss_bbox: 0.108210 loss_giou: 0.508455 loss_class_aux: 4.062643 loss_bbox_aux: 0.706724 loss_giou_aux: 3.095857 loss_class_dn: 0.345768 loss_bbox_dn: 0.092953 loss_giou_dn: 0.374658 loss_class_aux_dn: 1.844804 loss_bbox_aux_dn: 0.570767 loss_giou_aux_dn: 2.135666 loss: 14.939974 eta: 41 days, 6:01:16 batch_cost: 1.1103 data_cost: 0.0013 ips: 7.2053 images/s
[08/12 14:13:19] ppdet.engine INFO: Epoch: [12] [30700/54024] learning_rate: 0.000100 loss_class: 0.689074 loss_bbox: 0.105064 loss_giou: 0.436405 loss_class_aux: 4.309532 loss_bbox_aux: 0.672419 loss_giou_aux: 2.697309 loss_class_dn: 0.331798 loss_bbox_dn: 0.095637 loss_giou_dn: 0.331310 loss_class_aux_dn: 1.801712 loss_bbox_aux_dn: 0.601998 loss_giou_aux_dn: 1.931546 loss: 14.335132 eta: 41 days, 6:01:40 batch_cost: 1.2590 data_cost: 0.1431 ips: 6.3542 images/s
[08/12 14:15:17] ppdet.engine INFO: Epoch: [12] [30800/54024] learning_rate: 0.000100 loss_class: 0.694558 loss_bbox: 0.110498 loss_giou: 0.506313 loss_class_aux: 4.236320 loss_bbox_aux: 0.701316 loss_giou_aux: 3.168011 loss_class_dn: 0.347494 loss_bbox_dn: 0.095232 loss_giou_dn: 0.378438 loss_class_aux_dn: 1.869192 loss_bbox_aux_dn: 0.584099 loss_giou_aux_dn: 2.182287 loss: 15.345775 eta: 41 days, 6:00:10 batch_cost: 1.1333 data_cost: 0.0614 ips: 7.0591 images/s
[08/12 14:17:15] ppdet.engine INFO: Epoch: [12] [30900/54024] learning_rate: 0.000100 loss_class: 0.671816 loss_bbox: 0.108236 loss_giou: 0.460391 loss_class_aux: 4.169636 loss_bbox_aux: 0.711389 loss_giou_aux: 2.865117 loss_class_dn: 0.342689 loss_bbox_dn: 0.102565 loss_giou_dn: 0.360195 loss_class_aux_dn: 1.837575 loss_bbox_aux_dn: 0.614161 loss_giou_aux_dn: 2.056976 loss: 14.867952 eta: 41 days, 5:58:34 batch_cost: 1.1261 data_cost: 0.0419 ips: 7.1044 images/s
[08/12 14:19:14] ppdet.engine INFO: Epoch: [12] [31000/54024] learning_rate: 0.000100 loss_class: 0.735315 loss_bbox: 0.113655 loss_giou: 0.509050 loss_class_aux: 4.551935 loss_bbox_aux: 0.732372 loss_giou_aux: 3.129009 loss_class_dn: 0.358000 loss_bbox_dn: 0.109948 loss_giou_dn: 0.379226 loss_class_aux_dn: 1.939181 loss_bbox_aux_dn: 0.681084 loss_giou_aux_dn: 2.146008 loss: 15.865397 eta: 41 days, 5:57:06 batch_cost: 1.1359 data_cost: 0.0013 ips: 7.0431 images/s
[08/12 14:21:10] ppdet.engine INFO: Epoch: [12] [31100/54024] learning_rate: 0.000100 loss_class: 0.685172 loss_bbox: 0.106716 loss_giou: 0.470906 loss_class_aux: 4.192651 loss_bbox_aux: 0.688504 loss_giou_aux: 2.962801 loss_class_dn: 0.336228 loss_bbox_dn: 0.090913 loss_giou_dn: 0.357579 loss_class_aux_dn: 1.843511 loss_bbox_aux_dn: 0.552108 loss_giou_aux_dn: 2.053700 loss: 14.720126 eta: 41 days, 5:55:12 batch_cost: 1.1064 data_cost: 0.0348 ips: 7.2306 images/s
[08/12 14:23:04] ppdet.engine INFO: Epoch: [12] [31200/54024] learning_rate: 0.000100 loss_class: 0.744275 loss_bbox: 0.110389 loss_giou: 0.492151 loss_class_aux: 4.712132 loss_bbox_aux: 0.732435 loss_giou_aux: 3.117531 loss_class_dn: 0.360796 loss_bbox_dn: 0.101532 loss_giou_dn: 0.374551 loss_class_aux_dn: 1.945228 loss_bbox_aux_dn: 0.633395 loss_giou_aux_dn: 2.165569 loss: 15.537848 eta: 41 days, 5:53:00 batch_cost: 1.0871 data_cost: 0.0013 ips: 7.3588 images/s
[08/12 14:25:07] ppdet.engine INFO: Epoch: [12] [31300/54024] learning_rate: 0.000100 loss_class: 0.690732 loss_bbox: 0.111057 loss_giou: 0.464237 loss_class_aux: 4.368986 loss_bbox_aux: 0.701040 loss_giou_aux: 2.946466 loss_class_dn: 0.348202 loss_bbox_dn: 0.098308 loss_giou_dn: 0.362074 loss_class_aux_dn: 1.864454 loss_bbox_aux_dn: 0.612050 loss_giou_aux_dn: 2.051298 loss: 15.133675 eta: 41 days, 5:52:13 batch_cost: 1.1810 data_cost: 0.0013 ips: 6.7737 images/s
[08/12 14:27:00] ppdet.engine INFO: Epoch: [12] [31400/54024] learning_rate: 0.000100 loss_class: 0.681580 loss_bbox: 0.102637 loss_giou: 0.472851 loss_class_aux: 4.252509 loss_bbox_aux: 0.675439 loss_giou_aux: 2.928604 loss_class_dn: 0.355354 loss_bbox_dn: 0.095900 loss_giou_dn: 0.368831 loss_class_aux_dn: 1.893857 loss_bbox_aux_dn: 0.609202 loss_giou_aux_dn: 2.116959 loss: 15.172726 eta: 41 days, 5:49:49 batch_cost: 1.0739 data_cost: 0.0013 ips: 7.4498 images/s
[08/12 14:28:55] ppdet.engine INFO: Epoch: [12] [31500/54024] learning_rate: 0.000100 loss_class: 0.693048 loss_bbox: 0.098689 loss_giou: 0.467495 loss_class_aux: 4.291093 loss_bbox_aux: 0.660033 loss_giou_aux: 2.936720 loss_class_dn: 0.332416 loss_bbox_dn: 0.089033 loss_giou_dn: 0.345117 loss_class_aux_dn: 1.798859 loss_bbox_aux_dn: 0.562673 loss_giou_aux_dn: 1.988072 loss: 14.422186 eta: 41 days, 5:47:52 batch_cost: 1.1035 data_cost: 0.0013 ips: 7.2495 images/s
[08/12 14:30:53] ppdet.engine INFO: Epoch: [12] [31600/54024] learning_rate: 0.000100 loss_class: 0.702089 loss_bbox: 0.109748 loss_giou: 0.518219 loss_class_aux: 4.334888 loss_bbox_aux: 0.716762 loss_giou_aux: 3.265096 loss_class_dn: 0.360386 loss_bbox_dn: 0.095616 loss_giou_dn: 0.395076 loss_class_aux_dn: 1.955315 loss_bbox_aux_dn: 0.607645 loss_giou_aux_dn: 2.229505 loss: 15.747713 eta: 41 days, 5:46:23 batch_cost: 1.1337 data_cost: 0.0013 ips: 7.0563 images/s
[08/12 14:33:02] ppdet.engine INFO: Epoch: [12] [31700/54024] learning_rate: 0.000100 loss_class: 0.710434 loss_bbox: 0.111189 loss_giou: 0.572643 loss_class_aux: 4.438543 loss_bbox_aux: 0.726450 loss_giou_aux: 3.562219 loss_class_dn: 0.369152 loss_bbox_dn: 0.099467 loss_giou_dn: 0.414966 loss_class_aux_dn: 1.980443 loss_bbox_aux_dn: 0.607374 loss_giou_aux_dn: 2.387866 loss: 16.137293 eta: 41 days, 5:46:21 batch_cost: 1.2310 data_cost: 0.1222 ips: 6.4986 images/s
[08/12 14:34:54] ppdet.engine INFO: Epoch: [12] [31800/54024] learning_rate: 0.000100 loss_class: 0.662447 loss_bbox: 0.102087 loss_giou: 0.460411 loss_class_aux: 4.095179 loss_bbox_aux: 0.673952 loss_giou_aux: 2.879828 loss_class_dn: 0.325708 loss_bbox_dn: 0.089169 loss_giou_dn: 0.345953 loss_class_aux_dn: 1.760945 loss_bbox_aux_dn: 0.550908 loss_giou_aux_dn: 2.022719 loss: 14.015498 eta: 41 days, 5:43:50 batch_cost: 1.0661 data_cost: 0.0013 ips: 7.5041 images/s
[08/12 14:36:59] ppdet.engine INFO: Epoch: [12] [31900/54024] learning_rate: 0.000100 loss_class: 0.703610 loss_bbox: 0.112739 loss_giou: 0.496098 loss_class_aux: 4.345824 loss_bbox_aux: 0.711290 loss_giou_aux: 3.097280 loss_class_dn: 0.364045 loss_bbox_dn: 0.097978 loss_giou_dn: 0.382580 loss_class_aux_dn: 1.954906 loss_bbox_aux_dn: 0.619515 loss_giou_aux_dn: 2.187959 loss: 15.457349 eta: 41 days, 5:43:19 batch_cost: 1.1989 data_cost: 0.0013 ips: 6.6726 images/s
[08/12 14:39:02] ppdet.engine INFO: Epoch: [12] [32000/54024] learning_rate: 0.000100 loss_class: 0.662376 loss_bbox: 0.103696 loss_giou: 0.493452 loss_class_aux: 4.139909 loss_bbox_aux: 0.670372 loss_giou_aux: 3.057140 loss_class_dn: 0.337587 loss_bbox_dn: 0.089748 loss_giou_dn: 0.354907 loss_class_aux_dn: 1.789435 loss_bbox_aux_dn: 0.562531 loss_giou_aux_dn: 2.031658 loss: 14.089411 eta: 41 days, 5:42:25 batch_cost: 1.1734 data_cost: 0.0467 ips: 6.8179 images/s
[08/12 14:40:58] ppdet.engine INFO: Epoch: [12] [32100/54024] learning_rate: 0.000100 loss_class: 0.672034 loss_bbox: 0.100380 loss_giou: 0.456669 loss_class_aux: 4.131308 loss_bbox_aux: 0.647584 loss_giou_aux: 2.869394 loss_class_dn: 0.321062 loss_bbox_dn: 0.094819 loss_giou_dn: 0.338866 loss_class_aux_dn: 1.750935 loss_bbox_aux_dn: 0.584361 loss_giou_aux_dn: 1.966616 loss: 13.962820 eta: 41 days, 5:40:29 batch_cost: 1.1046 data_cost: 0.0013 ips: 7.2425 images/s
[08/12 14:42:48] ppdet.engine INFO: Epoch: [12] [32200/54024] learning_rate: 0.000100 loss_class: 0.714924 loss_bbox: 0.103592 loss_giou: 0.492428 loss_class_aux: 4.420886 loss_bbox_aux: 0.709010 loss_giou_aux: 3.050880 loss_class_dn: 0.335280 loss_bbox_dn: 0.108399 loss_giou_dn: 0.360201 loss_class_aux_dn: 1.804266 loss_bbox_aux_dn: 0.668190 loss_giou_aux_dn: 2.057944 loss: 14.728976 eta: 41 days, 5:37:45 batch_cost: 1.0513 data_cost: 0.0013 ips: 7.6096 images/s
[08/12 14:44:44] ppdet.engine INFO: Epoch: [12] [32300/54024] learning_rate: 0.000100 loss_class: 0.713994 loss_bbox: 0.106569 loss_giou: 0.487765 loss_class_aux: 4.523043 loss_bbox_aux: 0.681159 loss_giou_aux: 2.990784 loss_class_dn: 0.340397 loss_bbox_dn: 0.093942 loss_giou_dn: 0.356529 loss_class_aux_dn: 1.847440 loss_bbox_aux_dn: 0.581146 loss_giou_aux_dn: 2.063740 loss: 14.737915 eta: 41 days, 5:35:53 batch_cost: 1.1088 data_cost: 0.0014 ips: 7.2147 images/s
[08/12 14:46:39] ppdet.engine INFO: Epoch: [12] [32400/54024] learning_rate: 0.000100 loss_class: 0.726662 loss_bbox: 0.111427 loss_giou: 0.544016 loss_class_aux: 4.464640 loss_bbox_aux: 0.727015 loss_giou_aux: 3.402159 loss_class_dn: 0.362054 loss_bbox_dn: 0.100986 loss_giou_dn: 0.378386 loss_class_aux_dn: 1.953863 loss_bbox_aux_dn: 0.623688 loss_giou_aux_dn: 2.146975 loss: 15.656637 eta: 41 days, 5:33:58 batch_cost: 1.1058 data_cost: 0.0013 ips: 7.2348 images/s
[08/12 14:48:46] ppdet.engine INFO: Epoch: [12] [32500/54024] learning_rate: 0.000100 loss_class: 0.714745 loss_bbox: 0.101583 loss_giou: 0.472337 loss_class_aux: 4.364190 loss_bbox_aux: 0.667675 loss_giou_aux: 2.964518 loss_class_dn: 0.340272 loss_bbox_dn: 0.099090 loss_giou_dn: 0.355215 loss_class_aux_dn: 1.876833 loss_bbox_aux_dn: 0.623101 loss_giou_aux_dn: 2.081737 loss: 14.609658 eta: 41 days, 5:33:36 batch_cost: 1.2087 data_cost: 0.0013 ips: 6.6186 images/s
[08/12 14:50:40] ppdet.engine INFO: Epoch: [12] [32600/54024] learning_rate: 0.000100 loss_class: 0.681580 loss_bbox: 0.114956 loss_giou: 0.489154 loss_class_aux: 4.221520 loss_bbox_aux: 0.746863 loss_giou_aux: 3.020961 loss_class_dn: 0.341097 loss_bbox_dn: 0.105534 loss_giou_dn: 0.362620 loss_class_aux_dn: 1.828372 loss_bbox_aux_dn: 0.624035 loss_giou_aux_dn: 2.059041 loss: 14.833354 eta: 41 days, 5:31:27 batch_cost: 1.0900 data_cost: 0.0013 ips: 7.3395 images/s
[08/12 14:52:36] ppdet.engine INFO: Epoch: [12] [32700/54024] learning_rate: 0.000100 loss_class: 0.652260 loss_bbox: 0.104208 loss_giou: 0.469166 loss_class_aux: 4.100068 loss_bbox_aux: 0.656768 loss_giou_aux: 2.923074 loss_class_dn: 0.323784 loss_bbox_dn: 0.090381 loss_giou_dn: 0.356469 loss_class_aux_dn: 1.809989 loss_bbox_aux_dn: 0.555233 loss_giou_aux_dn: 2.051571 loss: 14.356347 eta: 41 days, 5:29:35 batch_cost: 1.1096 data_cost: 0.0013 ips: 7.2099 images/s
[08/12 14:54:35] ppdet.engine INFO: Epoch: [12] [32800/54024] learning_rate: 0.000100 loss_class: 0.663568 loss_bbox: 0.105979 loss_giou: 0.471219 loss_class_aux: 4.151126 loss_bbox_aux: 0.687821 loss_giou_aux: 2.958135 loss_class_dn: 0.327764 loss_bbox_dn: 0.089320 loss_giou_dn: 0.351136 loss_class_aux_dn: 1.782920 loss_bbox_aux_dn: 0.567504 loss_giou_aux_dn: 2.043636 loss: 14.351593 eta: 41 days, 5:28:12 batch_cost: 1.1411 data_cost: 0.0013 ips: 7.0109 images/s
[08/12 14:56:36] ppdet.engine INFO: Epoch: [12] [32900/54024] learning_rate: 0.000100 loss_class: 0.663668 loss_bbox: 0.107606 loss_giou: 0.476029 loss_class_aux: 4.131130 loss_bbox_aux: 0.708342 loss_giou_aux: 2.997150 loss_class_dn: 0.322688 loss_bbox_dn: 0.090692 loss_giou_dn: 0.356066 loss_class_aux_dn: 1.740337 loss_bbox_aux_dn: 0.566323 loss_giou_aux_dn: 2.045214 loss: 14.310884 eta: 41 days, 5:27:04 batch_cost: 1.1579 data_cost: 0.0075 ips: 6.9088 images/s
[08/12 14:58:33] ppdet.engine INFO: Epoch: [12] [33000/54024] learning_rate: 0.000100 loss_class: 0.650087 loss_bbox: 0.092061 loss_giou: 0.417564 loss_class_aux: 4.006989 loss_bbox_aux: 0.608416 loss_giou_aux: 2.625672 loss_class_dn: 0.314546 loss_bbox_dn: 0.089355 loss_giou_dn: 0.326977 loss_class_aux_dn: 1.723828 loss_bbox_aux_dn: 0.570347 loss_giou_aux_dn: 1.906083 loss: 13.453815 eta: 41 days, 5:25:22 batch_cost: 1.1208 data_cost: 0.0013 ips: 7.1376 images/s
[08/12 15:00:35] ppdet.engine INFO: Epoch: [12] [33100/54024] learning_rate: 0.000100 loss_class: 0.658625 loss_bbox: 0.102130 loss_giou: 0.528381 loss_class_aux: 4.043571 loss_bbox_aux: 0.659488 loss_giou_aux: 3.236763 loss_class_dn: 0.338992 loss_bbox_dn: 0.090955 loss_giou_dn: 0.376767 loss_class_aux_dn: 1.846087 loss_bbox_aux_dn: 0.560528 loss_giou_aux_dn: 2.154910 loss: 14.679469 eta: 41 days, 5:24:22 batch_cost: 1.1664 data_cost: 0.0013 ips: 6.8585 images/s
[08/12 15:02:46] ppdet.engine INFO: Epoch: [12] [33200/54024] learning_rate: 0.000100 loss_class: 0.711604 loss_bbox: 0.111241 loss_giou: 0.495873 loss_class_aux: 4.404309 loss_bbox_aux: 0.714387 loss_giou_aux: 3.104090 loss_class_dn: 0.340040 loss_bbox_dn: 0.096374 loss_giou_dn: 0.371243 loss_class_aux_dn: 1.854702 loss_bbox_aux_dn: 0.596816 loss_giou_aux_dn: 2.150448 loss: 15.533523 eta: 41 days, 5:24:46 batch_cost: 1.2606 data_cost: 0.1820 ips: 6.3460 images/s
[08/12 15:04:42] ppdet.engine INFO: Epoch: [12] [33300/54024] learning_rate: 0.000100 loss_class: 0.725474 loss_bbox: 0.107283 loss_giou: 0.504553 loss_class_aux: 4.483434 loss_bbox_aux: 0.691935 loss_giou_aux: 3.080024 loss_class_dn: 0.344174 loss_bbox_dn: 0.099494 loss_giou_dn: 0.367677 loss_class_aux_dn: 1.837892 loss_bbox_aux_dn: 0.602065 loss_giou_aux_dn: 2.102828 loss: 14.966139 eta: 41 days, 5:22:50 batch_cost: 1.1050 data_cost: 0.0013 ips: 7.2399 images/s
[08/12 15:07:03] ppdet.engine INFO: Epoch: [12] [33400/54024] learning_rate: 0.000100 loss_class: 0.725453 loss_bbox: 0.105943 loss_giou: 0.467888 loss_class_aux: 4.485849 loss_bbox_aux: 0.675698 loss_giou_aux: 2.920696 loss_class_dn: 0.342163 loss_bbox_dn: 0.094287 loss_giou_dn: 0.362032 loss_class_aux_dn: 1.841787 loss_bbox_aux_dn: 0.589227 loss_giou_aux_dn: 2.134224 loss: 14.872806 eta: 41 days, 5:24:37 batch_cost: 1.3530 data_cost: 0.0634 ips: 5.9128 images/s
[08/12 15:08:55] ppdet.engine INFO: Epoch: [12] [33500/54024] learning_rate: 0.000100 loss_class: 0.741203 loss_bbox: 0.107354 loss_giou: 0.526077 loss_class_aux: 4.498048 loss_bbox_aux: 0.693460 loss_giou_aux: 3.346371 loss_class_dn: 0.375343 loss_bbox_dn: 0.096012 loss_giou_dn: 0.400915 loss_class_aux_dn: 2.017249 loss_bbox_aux_dn: 0.587036 loss_giou_aux_dn: 2.285928 loss: 16.079856 eta: 41 days, 5:22:12 batch_cost: 1.0724 data_cost: 0.0013 ips: 7.4601 images/s
[08/12 15:10:49] ppdet.engine INFO: Epoch: [12] [33600/54024] learning_rate: 0.000100 loss_class: 0.673971 loss_bbox: 0.107398 loss_giou: 0.484356 loss_class_aux: 4.192476 loss_bbox_aux: 0.725865 loss_giou_aux: 3.041581 loss_class_dn: 0.318838 loss_bbox_dn: 0.102717 loss_giou_dn: 0.363937 loss_class_aux_dn: 1.751600 loss_bbox_aux_dn: 0.624605 loss_giou_aux_dn: 2.093408 loss: 14.477956 eta: 41 days, 5:19:58 batch_cost: 1.0853 data_cost: 0.0013 ips: 7.3712 images/s
[08/12 15:12:57] ppdet.engine INFO: Epoch: [12] [33700/54024] learning_rate: 0.000100 loss_class: 0.689647 loss_bbox: 0.103641 loss_giou: 0.497990 loss_class_aux: 4.255436 loss_bbox_aux: 0.685015 loss_giou_aux: 3.116429 loss_class_dn: 0.347192 loss_bbox_dn: 0.099818 loss_giou_dn: 0.370960 loss_class_aux_dn: 1.891043 loss_bbox_aux_dn: 0.616470 loss_giou_aux_dn: 2.126762 loss: 14.485738 eta: 41 days, 5:19:53 batch_cost: 1.2278 data_cost: 0.0104 ips: 6.5157 images/s
[08/12 15:14:52] ppdet.engine INFO: Epoch: [12] [33800/54024] learning_rate: 0.000100 loss_class: 0.684761 loss_bbox: 0.106354 loss_giou: 0.470351 loss_class_aux: 4.243743 loss_bbox_aux: 0.689507 loss_giou_aux: 2.914093 loss_class_dn: 0.336280 loss_bbox_dn: 0.092721 loss_giou_dn: 0.350349 loss_class_aux_dn: 1.825915 loss_bbox_aux_dn: 0.586305 loss_giou_aux_dn: 2.016609 loss: 14.683081 eta: 41 days, 5:17:48 batch_cost: 1.0956 data_cost: 0.0014 ips: 7.3022 images/s
[08/12 15:17:02] ppdet.engine INFO: Epoch: [12] [33900/54024] learning_rate: 0.000100 loss_class: 0.697774 loss_bbox: 0.105213 loss_giou: 0.509755 loss_class_aux: 4.329304 loss_bbox_aux: 0.671735 loss_giou_aux: 3.148032 loss_class_dn: 0.345757 loss_bbox_dn: 0.092218 loss_giou_dn: 0.376191 loss_class_aux_dn: 1.842874 loss_bbox_aux_dn: 0.579310 loss_giou_aux_dn: 2.163619 loss: 14.747184 eta: 41 days, 5:18:04 batch_cost: 1.2514 data_cost: 0.0013 ips: 6.3926 images/s
[08/12 15:18:54] ppdet.engine INFO: Epoch: [12] [34000/54024] learning_rate: 0.000100 loss_class: 0.720631 loss_bbox: 0.104649 loss_giou: 0.453619 loss_class_aux: 4.422807 loss_bbox_aux: 0.672678 loss_giou_aux: 2.845653 loss_class_dn: 0.348072 loss_bbox_dn: 0.098172 loss_giou_dn: 0.359454 loss_class_aux_dn: 1.894848 loss_bbox_aux_dn: 0.615264 loss_giou_aux_dn: 2.071369 loss: 15.143387 eta: 41 days, 5:15:35 batch_cost: 1.0677 data_cost: 0.0013 ips: 7.4924 images/s
[08/12 15:20:50] ppdet.engine INFO: Epoch: [12] [34100/54024] learning_rate: 0.000100 loss_class: 0.719479 loss_bbox: 0.109356 loss_giou: 0.449589 loss_class_aux: 4.386021 loss_bbox_aux: 0.736811 loss_giou_aux: 2.883739 loss_class_dn: 0.339532 loss_bbox_dn: 0.103925 loss_giou_dn: 0.350825 loss_class_aux_dn: 1.874236 loss_bbox_aux_dn: 0.627296 loss_giou_aux_dn: 2.005224 loss: 14.623408 eta: 41 days, 5:13:41 batch_cost: 1.1078 data_cost: 0.0013 ips: 7.2214 images/s
[08/12 15:22:49] ppdet.engine INFO: Epoch: [12] [34200/54024] learning_rate: 0.000100 loss_class: 0.681847 loss_bbox: 0.102986 loss_giou: 0.493176 loss_class_aux: 4.258666 loss_bbox_aux: 0.687596 loss_giou_aux: 3.049136 loss_class_dn: 0.348330 loss_bbox_dn: 0.095061 loss_giou_dn: 0.374407 loss_class_aux_dn: 1.865586 loss_bbox_aux_dn: 0.594257 loss_giou_aux_dn: 2.128654 loss: 14.693022 eta: 41 days, 5:12:14 batch_cost: 1.1369 data_cost: 0.0014 ips: 7.0368 images/s
[08/12 15:24:41] ppdet.engine INFO: Epoch: [12] [34300/54024] learning_rate: 0.000100 loss_class: 0.676093 loss_bbox: 0.105451 loss_giou: 0.478614 loss_class_aux: 4.242977 loss_bbox_aux: 0.669499 loss_giou_aux: 2.961586 loss_class_dn: 0.335207 loss_bbox_dn: 0.095961 loss_giou_dn: 0.358319 loss_class_aux_dn: 1.816556 loss_bbox_aux_dn: 0.599044 loss_giou_aux_dn: 2.073694 loss: 14.883007 eta: 41 days, 5:09:43 batch_cost: 1.0650 data_cost: 0.0013 ips: 7.5114 images/s
[08/12 15:26:35] ppdet.engine INFO: Epoch: [12] [34400/54024] learning_rate: 0.000100 loss_class: 0.712503 loss_bbox: 0.115824 loss_giou: 0.524307 loss_class_aux: 4.450729 loss_bbox_aux: 0.754640 loss_giou_aux: 3.218684 loss_class_dn: 0.365862 loss_bbox_dn: 0.100937 loss_giou_dn: 0.397756 loss_class_aux_dn: 1.973462 loss_bbox_aux_dn: 0.606154 loss_giou_aux_dn: 2.280204 loss: 16.188196 eta: 41 days, 5:07:36 batch_cost: 1.0935 data_cost: 0.0013 ips: 7.3160 images/s
[08/12 15:28:30] ppdet.engine INFO: Epoch: [12] [34500/54024] learning_rate: 0.000100 loss_class: 0.675563 loss_bbox: 0.102788 loss_giou: 0.478085 loss_class_aux: 4.123912 loss_bbox_aux: 0.651817 loss_giou_aux: 3.014575 loss_class_dn: 0.344946 loss_bbox_dn: 0.091570 loss_giou_dn: 0.358326 loss_class_aux_dn: 1.847775 loss_bbox_aux_dn: 0.554844 loss_giou_aux_dn: 2.060981 loss: 14.559871 eta: 41 days, 5:05:30 batch_cost: 1.0935 data_cost: 0.0013 ips: 7.3162 images/s
[08/12 15:30:25] ppdet.engine INFO: Epoch: [12] [34600/54024] learning_rate: 0.000100 loss_class: 0.680450 loss_bbox: 0.107103 loss_giou: 0.448916 loss_class_aux: 4.228221 loss_bbox_aux: 0.692763 loss_giou_aux: 2.815231 loss_class_dn: 0.341948 loss_bbox_dn: 0.095999 loss_giou_dn: 0.353978 loss_class_aux_dn: 1.848718 loss_bbox_aux_dn: 0.598959 loss_giou_aux_dn: 2.032784 loss: 14.282604 eta: 41 days, 5:03:32 batch_cost: 1.1020 data_cost: 0.0013 ips: 7.2592 images/s
[08/12 15:32:18] ppdet.engine INFO: Epoch: [12] [34700/54024] learning_rate: 0.000100 loss_class: 0.675229 loss_bbox: 0.099725 loss_giou: 0.420609 loss_class_aux: 4.158412 loss_bbox_aux: 0.649426 loss_giou_aux: 2.636589 loss_class_dn: 0.323600 loss_bbox_dn: 0.095228 loss_giou_dn: 0.317394 loss_class_aux_dn: 1.790574 loss_bbox_aux_dn: 0.599980 loss_giou_aux_dn: 1.840070 loss: 13.951171 eta: 41 days, 5:01:10 batch_cost: 1.0757 data_cost: 0.0015 ips: 7.4373 images/s
[08/12 15:34:12] ppdet.engine INFO: Epoch: [12] [34800/54024] learning_rate: 0.000100 loss_class: 0.649819 loss_bbox: 0.102348 loss_giou: 0.464976 loss_class_aux: 4.144257 loss_bbox_aux: 0.662769 loss_giou_aux: 2.879080 loss_class_dn: 0.334137 loss_bbox_dn: 0.086632 loss_giou_dn: 0.350897 loss_class_aux_dn: 1.804163 loss_bbox_aux_dn: 0.547046 loss_giou_aux_dn: 1.996552 loss: 14.167814 eta: 41 days, 4:59:01 batch_cost: 1.0906 data_cost: 0.0013 ips: 7.3355 images/s
[08/12 15:36:04] ppdet.engine INFO: Epoch: [12] [34900/54024] learning_rate: 0.000100 loss_class: 0.681074 loss_bbox: 0.117616 loss_giou: 0.504424 loss_class_aux: 4.232394 loss_bbox_aux: 0.773056 loss_giou_aux: 3.136190 loss_class_dn: 0.347683 loss_bbox_dn: 0.098981 loss_giou_dn: 0.389632 loss_class_aux_dn: 1.887310 loss_bbox_aux_dn: 0.615365 loss_giou_aux_dn: 2.200847 loss: 15.344850 eta: 41 days, 4:56:27 batch_cost: 1.0618 data_cost: 0.0013 ips: 7.5346 images/s
[08/12 15:38:02] ppdet.engine INFO: Epoch: [12] [35000/54024] learning_rate: 0.000100 loss_class: 0.685683 loss_bbox: 0.108681 loss_giou: 0.493960 loss_class_aux: 4.217558 loss_bbox_aux: 0.702034 loss_giou_aux: 3.103367 loss_class_dn: 0.345514 loss_bbox_dn: 0.097142 loss_giou_dn: 0.361472 loss_class_aux_dn: 1.862206 loss_bbox_aux_dn: 0.587799 loss_giou_aux_dn: 2.125132 loss: 14.843223 eta: 41 days, 4:54:55 batch_cost: 1.1320 data_cost: 0.0021 ips: 7.0672 images/s
[08/12 15:39:40] 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.
[08/12 15:39:40] 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.
[08/12 15:39:57] ppdet.engine INFO: Epoch: [12] [35100/54024] learning_rate: 0.000100 loss_class: 0.683070 loss_bbox: 0.105004 loss_giou: 0.467811 loss_class_aux: 4.204337 loss_bbox_aux: 0.655738 loss_giou_aux: 2.939998 loss_class_dn: 0.335256 loss_bbox_dn: 0.093741 loss_giou_dn: 0.362090 loss_class_aux_dn: 1.838680 loss_bbox_aux_dn: 0.585976 loss_giou_aux_dn: 2.048658 loss: 14.223994 eta: 41 days, 4:52:49 batch_cost: 1.0934 data_cost: 0.0013 ips: 7.3167 images/s
[08/12 15:41:54] ppdet.engine INFO: Epoch: [12] [35200/54024] learning_rate: 0.000100 loss_class: 0.609358 loss_bbox: 0.099172 loss_giou: 0.445281 loss_class_aux: 3.773127 loss_bbox_aux: 0.656220 loss_giou_aux: 2.739083 loss_class_dn: 0.308362 loss_bbox_dn: 0.093744 loss_giou_dn: 0.338668 loss_class_aux_dn: 1.683310 loss_bbox_aux_dn: 0.596621 loss_giou_aux_dn: 1.925644 loss: 13.226789 eta: 41 days, 4:51:07 batch_cost: 1.1205 data_cost: 0.0012 ips: 7.1396 images/s
[08/12 15:43:48] ppdet.engine INFO: Epoch: [12] [35300/54024] learning_rate: 0.000100 loss_class: 0.690568 loss_bbox: 0.099894 loss_giou: 0.455048 loss_class_aux: 4.306064 loss_bbox_aux: 0.679552 loss_giou_aux: 2.842719 loss_class_dn: 0.326630 loss_bbox_dn: 0.093917 loss_giou_dn: 0.341300 loss_class_aux_dn: 1.776090 loss_bbox_aux_dn: 0.586503 loss_giou_aux_dn: 2.011329 loss: 14.228393 eta: 41 days, 4:48:55 batch_cost: 1.0863 data_cost: 0.0014 ips: 7.3643 images/s
[08/12 15:45:41] ppdet.engine INFO: Epoch: [12] [35400/54024] learning_rate: 0.000100 loss_class: 0.677141 loss_bbox: 0.104923 loss_giou: 0.470906 loss_class_aux: 4.289561 loss_bbox_aux: 0.696749 loss_giou_aux: 2.964587 loss_class_dn: 0.344833 loss_bbox_dn: 0.095289 loss_giou_dn: 0.352490 loss_class_aux_dn: 1.856181 loss_bbox_aux_dn: 0.593816 loss_giou_aux_dn: 2.061992 loss: 15.219000 eta: 41 days, 4:46:39 batch_cost: 1.0825 data_cost: 0.0013 ips: 7.3906 images/s
[08/12 15:47:41] ppdet.engine INFO: Epoch: [12] [35500/54024] learning_rate: 0.000100 loss_class: 0.718929 loss_bbox: 0.111973 loss_giou: 0.495014 loss_class_aux: 4.359892 loss_bbox_aux: 0.711935 loss_giou_aux: 3.062707 loss_class_dn: 0.367089 loss_bbox_dn: 0.101180 loss_giou_dn: 0.383369 loss_class_aux_dn: 1.976807 loss_bbox_aux_dn: 0.622801 loss_giou_aux_dn: 2.214391 loss: 15.482546 eta: 41 days, 4:45:26 batch_cost: 1.1526 data_cost: 0.0013 ips: 6.9405 images/s
[08/12 15:49:54] ppdet.engine INFO: Epoch: [12] [35600/54024] learning_rate: 0.000100 loss_class: 0.664897 loss_bbox: 0.095854 loss_giou: 0.455195 loss_class_aux: 4.084195 loss_bbox_aux: 0.620273 loss_giou_aux: 2.869223 loss_class_dn: 0.320430 loss_bbox_dn: 0.086054 loss_giou_dn: 0.358584 loss_class_aux_dn: 1.741781 loss_bbox_aux_dn: 0.539535 loss_giou_aux_dn: 2.073228 loss: 14.317859 eta: 41 days, 4:46:05 batch_cost: 1.2787 data_cost: 0.0930 ips: 6.2562 images/s
[08/12 15:51:49] ppdet.engine INFO: Epoch: [12] [35700/54024] learning_rate: 0.000100 loss_class: 0.665946 loss_bbox: 0.106940 loss_giou: 0.443345 loss_class_aux: 4.180437 loss_bbox_aux: 0.679241 loss_giou_aux: 2.764414 loss_class_dn: 0.325337 loss_bbox_dn: 0.096812 loss_giou_dn: 0.336162 loss_class_aux_dn: 1.761513 loss_bbox_aux_dn: 0.590636 loss_giou_aux_dn: 1.924182 loss: 13.865886 eta: 41 days, 4:44:04 batch_cost: 1.0995 data_cost: 0.0268 ips: 7.2759 images/s
[08/12 15:53:46] ppdet.engine INFO: Epoch: [12] [35800/54024] learning_rate: 0.000100 loss_class: 0.707377 loss_bbox: 0.104551 loss_giou: 0.501310 loss_class_aux: 4.349619 loss_bbox_aux: 0.687517 loss_giou_aux: 3.127774 loss_class_dn: 0.353266 loss_bbox_dn: 0.093553 loss_giou_dn: 0.381714 loss_class_aux_dn: 1.878426 loss_bbox_aux_dn: 0.601955 loss_giou_aux_dn: 2.186870 loss: 15.173055 eta: 41 days, 4:42:18 batch_cost: 1.1154 data_cost: 0.0013 ips: 7.1725 images/s
[08/12 15:55:46] ppdet.engine INFO: Epoch: [12] [35900/54024] learning_rate: 0.000100 loss_class: 0.709610 loss_bbox: 0.112908 loss_giou: 0.447662 loss_class_aux: 4.465501 loss_bbox_aux: 0.734333 loss_giou_aux: 2.818338 loss_class_dn: 0.336903 loss_bbox_dn: 0.107240 loss_giou_dn: 0.358852 loss_class_aux_dn: 1.810052 loss_bbox_aux_dn: 0.667053 loss_giou_aux_dn: 2.063734 loss: 14.399205 eta: 41 days, 4:40:55 batch_cost: 1.1427 data_cost: 0.0013 ips: 7.0011 images/s
[08/12 15:57:40] ppdet.engine INFO: Epoch: [12] [36000/54024] learning_rate: 0.000100 loss_class: 0.679685 loss_bbox: 0.103839 loss_giou: 0.459463 loss_class_aux: 4.243175 loss_bbox_aux: 0.684599 loss_giou_aux: 2.876879 loss_class_dn: 0.335071 loss_bbox_dn: 0.092712 loss_giou_dn: 0.357401 loss_class_aux_dn: 1.802254 loss_bbox_aux_dn: 0.598414 loss_giou_aux_dn: 2.044208 loss: 14.582859 eta: 41 days, 4:38:47 batch_cost: 1.0908 data_cost: 0.0044 ips: 7.3341 images/s
[08/12 15:59:33] ppdet.engine INFO: Epoch: [12] [36100/54024] learning_rate: 0.000100 loss_class: 0.687494 loss_bbox: 0.102584 loss_giou: 0.491652 loss_class_aux: 4.256406 loss_bbox_aux: 0.683302 loss_giou_aux: 3.058920 loss_class_dn: 0.349370 loss_bbox_dn: 0.091784 loss_giou_dn: 0.368423 loss_class_aux_dn: 1.879818 loss_bbox_aux_dn: 0.564321 loss_giou_aux_dn: 2.108184 loss: 14.732241 eta: 41 days, 4:36:35 batch_cost: 1.0871 data_cost: 0.0142 ips: 7.3591 images/s
[08/12 16:01:28] ppdet.engine INFO: Epoch: [12] [36200/54024] learning_rate: 0.000100 loss_class: 0.688874 loss_bbox: 0.105270 loss_giou: 0.456586 loss_class_aux: 4.327819 loss_bbox_aux: 0.713822 loss_giou_aux: 2.855912 loss_class_dn: 0.328725 loss_bbox_dn: 0.100109 loss_giou_dn: 0.348552 loss_class_aux_dn: 1.812276 loss_bbox_aux_dn: 0.616808 loss_giou_aux_dn: 2.023490 loss: 14.505149 eta: 41 days, 4:34:30 batch_cost: 1.0943 data_cost: 0.0013 ips: 7.3103 images/s
[08/12 16:03:27] ppdet.engine INFO: Epoch: [12] [36300/54024] learning_rate: 0.000100 loss_class: 0.724111 loss_bbox: 0.106678 loss_giou: 0.534761 loss_class_aux: 4.423342 loss_bbox_aux: 0.695410 loss_giou_aux: 3.338906 loss_class_dn: 0.358639 loss_bbox_dn: 0.094276 loss_giou_dn: 0.385575 loss_class_aux_dn: 1.937672 loss_bbox_aux_dn: 0.602542 loss_giou_aux_dn: 2.254278 loss: 15.930924 eta: 41 days, 4:33:02 batch_cost: 1.1366 data_cost: 0.0013 ips: 7.0385 images/s
[08/12 16:05:28] ppdet.engine INFO: Epoch: [12] [36400/54024] learning_rate: 0.000100 loss_class: 0.676827 loss_bbox: 0.109458 loss_giou: 0.476735 loss_class_aux: 4.138284 loss_bbox_aux: 0.694041 loss_giou_aux: 2.983156 loss_class_dn: 0.328263 loss_bbox_dn: 0.097577 loss_giou_dn: 0.365670 loss_class_aux_dn: 1.775368 loss_bbox_aux_dn: 0.618404 loss_giou_aux_dn: 2.120167 loss: 14.484285 eta: 41 days, 4:31:52 batch_cost: 1.1559 data_cost: 0.0013 ips: 6.9209 images/s
[08/12 16:07:29] ppdet.engine INFO: Epoch: [12] [36500/54024] learning_rate: 0.000100 loss_class: 0.658619 loss_bbox: 0.101688 loss_giou: 0.442908 loss_class_aux: 4.095319 loss_bbox_aux: 0.667793 loss_giou_aux: 2.740473 loss_class_dn: 0.321507 loss_bbox_dn: 0.095049 loss_giou_dn: 0.344605 loss_class_aux_dn: 1.742720 loss_bbox_aux_dn: 0.580851 loss_giou_aux_dn: 2.005304 loss: 14.019298 eta: 41 days, 4:30:48 batch_cost: 1.1636 data_cost: 0.0691 ips: 6.8750 images/s
[08/12 16:09:23] ppdet.engine INFO: Epoch: [12] [36600/54024] learning_rate: 0.000100 loss_class: 0.699035 loss_bbox: 0.108581 loss_giou: 0.498194 loss_class_aux: 4.322543 loss_bbox_aux: 0.693071 loss_giou_aux: 3.124036 loss_class_dn: 0.350467 loss_bbox_dn: 0.096790 loss_giou_dn: 0.371389 loss_class_aux_dn: 1.896823 loss_bbox_aux_dn: 0.615570 loss_giou_aux_dn: 2.119037 loss: 15.010592 eta: 41 days, 4:28:36 batch_cost: 1.0863 data_cost: 0.0102 ips: 7.3643 images/s
[08/12 16:11:21] ppdet.engine INFO: Epoch: [12] [36700/54024] learning_rate: 0.000100 loss_class: 0.697199 loss_bbox: 0.096687 loss_giou: 0.465631 loss_class_aux: 4.318317 loss_bbox_aux: 0.654525 loss_giou_aux: 2.901523 loss_class_dn: 0.339912 loss_bbox_dn: 0.097740 loss_giou_dn: 0.364768 loss_class_aux_dn: 1.824572 loss_bbox_aux_dn: 0.607993 loss_giou_aux_dn: 2.071754 loss: 14.858523 eta: 41 days, 4:27:02 batch_cost: 1.1298 data_cost: 0.0013 ips: 7.0808 images/s
[08/12 16:13:14] ppdet.engine INFO: Epoch: [12] [36800/54024] learning_rate: 0.000100 loss_class: 0.689505 loss_bbox: 0.108322 loss_giou: 0.502849 loss_class_aux: 4.276873 loss_bbox_aux: 0.709941 loss_giou_aux: 3.152479 loss_class_dn: 0.351729 loss_bbox_dn: 0.095693 loss_giou_dn: 0.369891 loss_class_aux_dn: 1.882252 loss_bbox_aux_dn: 0.579486 loss_giou_aux_dn: 2.116626 loss: 15.371155 eta: 41 days, 4:24:36 batch_cost: 1.0707 data_cost: 0.0013 ips: 7.4719 images/s
[08/12 16:15:11] ppdet.engine INFO: Epoch: [12] [36900/54024] learning_rate: 0.000100 loss_class: 0.682739 loss_bbox: 0.103432 loss_giou: 0.493295 loss_class_aux: 4.217514 loss_bbox_aux: 0.674461 loss_giou_aux: 3.105122 loss_class_dn: 0.339914 loss_bbox_dn: 0.089955 loss_giou_dn: 0.369021 loss_class_aux_dn: 1.824412 loss_bbox_aux_dn: 0.561367 loss_giou_aux_dn: 2.088173 loss: 14.457932 eta: 41 days, 4:22:48 batch_cost: 1.1139 data_cost: 0.0036 ips: 7.1819 images/s
[08/12 16:17:11] ppdet.engine INFO: Epoch: [12] [37000/54024] learning_rate: 0.000100 loss_class: 0.714498 loss_bbox: 0.110549 loss_giou: 0.496287 loss_class_aux: 4.423596 loss_bbox_aux: 0.719668 loss_giou_aux: 3.057011 loss_class_dn: 0.353762 loss_bbox_dn: 0.102907 loss_giou_dn: 0.365651 loss_class_aux_dn: 1.915761 loss_bbox_aux_dn: 0.638403 loss_giou_aux_dn: 2.102705 loss: 15.144228 eta: 41 days, 4:21:30 batch_cost: 1.1479 data_cost: 0.0013 ips: 6.9693 images/s
[08/12 16:19:06] ppdet.engine INFO: Epoch: [12] [37100/54024] learning_rate: 0.000100 loss_class: 0.680591 loss_bbox: 0.112769 loss_giou: 0.470169 loss_class_aux: 4.254108 loss_bbox_aux: 0.734716 loss_giou_aux: 2.975619 loss_class_dn: 0.333713 loss_bbox_dn: 0.099928 loss_giou_dn: 0.351546 loss_class_aux_dn: 1.794004 loss_bbox_aux_dn: 0.590523 loss_giou_aux_dn: 1.995909 loss: 14.906769 eta: 41 days, 4:19:33 batch_cost: 1.1031 data_cost: 0.0013 ips: 7.2525 images/s
[08/12 16:21:02] ppdet.engine INFO: Epoch: [12] [37200/54024] learning_rate: 0.000100 loss_class: 0.653593 loss_bbox: 0.102962 loss_giou: 0.439799 loss_class_aux: 4.001032 loss_bbox_aux: 0.680643 loss_giou_aux: 2.787007 loss_class_dn: 0.317693 loss_bbox_dn: 0.100178 loss_giou_dn: 0.332154 loss_class_aux_dn: 1.721091 loss_bbox_aux_dn: 0.611292 loss_giou_aux_dn: 1.926477 loss: 13.911255 eta: 41 days, 4:17:40 batch_cost: 1.1084 data_cost: 0.0013 ips: 7.2174 images/s
[08/12 16:22:58] ppdet.engine INFO: Epoch: [12] [37300/54024] learning_rate: 0.000100 loss_class: 0.692073 loss_bbox: 0.106925 loss_giou: 0.464282 loss_class_aux: 4.304702 loss_bbox_aux: 0.686726 loss_giou_aux: 2.879480 loss_class_dn: 0.334401 loss_bbox_dn: 0.093053 loss_giou_dn: 0.345516 loss_class_aux_dn: 1.814260 loss_bbox_aux_dn: 0.571982 loss_giou_aux_dn: 2.013011 loss: 14.542655 eta: 41 days, 4:15:51 batch_cost: 1.1127 data_cost: 0.0013 ips: 7.1895 images/s
[08/12 16:24:58] ppdet.engine INFO: Epoch: [12] [37400/54024] learning_rate: 0.000100 loss_class: 0.699387 loss_bbox: 0.102544 loss_giou: 0.488523 loss_class_aux: 4.304222 loss_bbox_aux: 0.678686 loss_giou_aux: 3.069661 loss_class_dn: 0.343120 loss_bbox_dn: 0.090735 loss_giou_dn: 0.377463 loss_class_aux_dn: 1.866017 loss_bbox_aux_dn: 0.562282 loss_giou_aux_dn: 2.167002 loss: 15.101034 eta: 41 days, 4:14:31 batch_cost: 1.1456 data_cost: 0.0013 ips: 6.9832 images/s
[08/12 16:26:55] ppdet.engine INFO: Epoch: [12] [37500/54024] learning_rate: 0.000100 loss_class: 0.696601 loss_bbox: 0.105316 loss_giou: 0.510957 loss_class_aux: 4.277919 loss_bbox_aux: 0.684570 loss_giou_aux: 3.165903 loss_class_dn: 0.353818 loss_bbox_dn: 0.096905 loss_giou_dn: 0.385260 loss_class_aux_dn: 1.904145 loss_bbox_aux_dn: 0.592967 loss_giou_aux_dn: 2.209436 loss: 15.746952 eta: 41 days, 4:12:48 batch_cost: 1.1194 data_cost: 0.0560 ips: 7.1468 images/s
[08/12 16:28:48] ppdet.engine INFO: Epoch: [12] [37600/54024] learning_rate: 0.000100 loss_class: 0.681618 loss_bbox: 0.101443 loss_giou: 0.467465 loss_class_aux: 4.275753 loss_bbox_aux: 0.662839 loss_giou_aux: 2.889531 loss_class_dn: 0.334279 loss_bbox_dn: 0.090612 loss_giou_dn: 0.358668 loss_class_aux_dn: 1.815180 loss_bbox_aux_dn: 0.566624 loss_giou_aux_dn: 2.067002 loss: 14.416004 eta: 41 days, 4:10:32 batch_cost: 1.0817 data_cost: 0.0013 ips: 7.3956 images/s
[08/12 16:30:45] ppdet.engine INFO: Epoch: [12] [37700/54024] learning_rate: 0.000100 loss_class: 0.696860 loss_bbox: 0.101475 loss_giou: 0.513304 loss_class_aux: 4.309909 loss_bbox_aux: 0.675841 loss_giou_aux: 3.201013 loss_class_dn: 0.344439 loss_bbox_dn: 0.086933 loss_giou_dn: 0.362800 loss_class_aux_dn: 1.855443 loss_bbox_aux_dn: 0.572985 loss_giou_aux_dn: 2.078890 loss: 14.602835 eta: 41 days, 4:08:51 batch_cost: 1.1217 data_cost: 0.0506 ips: 7.1322 images/s
[08/12 16:32:40] ppdet.engine INFO: Epoch: [12] [37800/54024] learning_rate: 0.000100 loss_class: 0.682513 loss_bbox: 0.101865 loss_giou: 0.455746 loss_class_aux: 4.221819 loss_bbox_aux: 0.656980 loss_giou_aux: 2.752046 loss_class_dn: 0.327632 loss_bbox_dn: 0.094631 loss_giou_dn: 0.326310 loss_class_aux_dn: 1.760074 loss_bbox_aux_dn: 0.572738 loss_giou_aux_dn: 1.866037 loss: 14.089690 eta: 41 days, 4:06:46 batch_cost: 1.0951 data_cost: 0.0013 ips: 7.3053 images/s
[08/12 16:34:30] ppdet.engine INFO: Epoch: [12] [37900/54024] learning_rate: 0.000100 loss_class: 0.665350 loss_bbox: 0.099790 loss_giou: 0.483885 loss_class_aux: 4.117122 loss_bbox_aux: 0.665431 loss_giou_aux: 2.987347 loss_class_dn: 0.331705 loss_bbox_dn: 0.098206 loss_giou_dn: 0.351379 loss_class_aux_dn: 1.792941 loss_bbox_aux_dn: 0.606173 loss_giou_aux_dn: 1.994042 loss: 14.457767 eta: 41 days, 4:04:07 batch_cost: 1.0563 data_cost: 0.0013 ips: 7.5737 images/s
[08/12 16:36:24] ppdet.engine INFO: Epoch: [12] [38000/54024] learning_rate: 0.000100 loss_class: 0.657027 loss_bbox: 0.096189 loss_giou: 0.431887 loss_class_aux: 4.068931 loss_bbox_aux: 0.634306 loss_giou_aux: 2.689636 loss_class_dn: 0.310688 loss_bbox_dn: 0.087977 loss_giou_dn: 0.322559 loss_class_aux_dn: 1.700997 loss_bbox_aux_dn: 0.565423 loss_giou_aux_dn: 1.849608 loss: 13.320465 eta: 41 days, 4:01:47 batch_cost: 1.0773 data_cost: 0.0013 ips: 7.4262 images/s
[08/12 16:38:25] ppdet.engine INFO: Epoch: [12] [38100/54024] learning_rate: 0.000100 loss_class: 0.769449 loss_bbox: 0.107964 loss_giou: 0.539832 loss_class_aux: 4.755629 loss_bbox_aux: 0.735463 loss_giou_aux: 3.322234 loss_class_dn: 0.376175 loss_bbox_dn: 0.098455 loss_giou_dn: 0.393754 loss_class_aux_dn: 2.026553 loss_bbox_aux_dn: 0.588032 loss_giou_aux_dn: 2.254620 loss: 16.044305 eta: 41 days, 4:00:47 batch_cost: 1.1680 data_cost: 0.0334 ips: 6.8495 images/s
[08/12 16:40:28] ppdet.engine INFO: Epoch: [12] [38200/54024] learning_rate: 0.000100 loss_class: 0.692784 loss_bbox: 0.105313 loss_giou: 0.480645 loss_class_aux: 4.247581 loss_bbox_aux: 0.691740 loss_giou_aux: 2.986867 loss_class_dn: 0.340708 loss_bbox_dn: 0.097513 loss_giou_dn: 0.358858 loss_class_aux_dn: 1.826020 loss_bbox_aux_dn: 0.615180 loss_giou_aux_dn: 2.053672 loss: 14.569326 eta: 41 days, 3:59:51 batch_cost: 1.1730 data_cost: 0.0195 ips: 6.8200 images/s
[08/12 16:42:27] ppdet.engine INFO: Epoch: [12] [38300/54024] learning_rate: 0.000100 loss_class: 0.696348 loss_bbox: 0.103864 loss_giou: 0.470973 loss_class_aux: 4.226156 loss_bbox_aux: 0.664735 loss_giou_aux: 2.934463 loss_class_dn: 0.337400 loss_bbox_dn: 0.096433 loss_giou_dn: 0.352414 loss_class_aux_dn: 1.814346 loss_bbox_aux_dn: 0.579750 loss_giou_aux_dn: 2.031603 loss: 14.388817 eta: 41 days, 3:58:24 batch_cost: 1.1374 data_cost: 0.0804 ips: 7.0334 images/s
[08/12 16:44:20] ppdet.engine INFO: Epoch: [12] [38400/54024] learning_rate: 0.000100 loss_class: 0.663075 loss_bbox: 0.096398 loss_giou: 0.417488 loss_class_aux: 4.145248 loss_bbox_aux: 0.606123 loss_giou_aux: 2.611396 loss_class_dn: 0.324215 loss_bbox_dn: 0.094371 loss_giou_dn: 0.322181 loss_class_aux_dn: 1.768576 loss_bbox_aux_dn: 0.561764 loss_giou_aux_dn: 1.851416 loss: 13.581144 eta: 41 days, 3:56:14 batch_cost: 1.0886 data_cost: 0.0122 ips: 7.3488 images/s
[08/12 16:46:14] ppdet.engine INFO: Epoch: [12] [38500/54024] learning_rate: 0.000100 loss_class: 0.716796 loss_bbox: 0.108129 loss_giou: 0.486412 loss_class_aux: 4.415864 loss_bbox_aux: 0.721003 loss_giou_aux: 3.108868 loss_class_dn: 0.361317 loss_bbox_dn: 0.093205 loss_giou_dn: 0.385042 loss_class_aux_dn: 1.983769 loss_bbox_aux_dn: 0.586489 loss_giou_aux_dn: 2.196374 loss: 15.904788 eta: 41 days, 3:54:00 batch_cost: 1.0849 data_cost: 0.0014 ips: 7.3741 images/s
[08/12 16:48:19] ppdet.engine INFO: Epoch: [12] [38600/54024] learning_rate: 0.000100 loss_class: 0.631449 loss_bbox: 0.099276 loss_giou: 0.472478 loss_class_aux: 3.944016 loss_bbox_aux: 0.635225 loss_giou_aux: 3.028264 loss_class_dn: 0.321554 loss_bbox_dn: 0.079372 loss_giou_dn: 0.353532 loss_class_aux_dn: 1.750083 loss_bbox_aux_dn: 0.496580 loss_giou_aux_dn: 2.042610 loss: 14.322625 eta: 41 days, 3:53:28 batch_cost: 1.2000 data_cost: 0.0013 ips: 6.6666 images/s
[08/12 16:50:16] ppdet.engine INFO: Epoch: [12] [38700/54024] learning_rate: 0.000100 loss_class: 0.729826 loss_bbox: 0.102853 loss_giou: 0.494573 loss_class_aux: 4.490847 loss_bbox_aux: 0.640334 loss_giou_aux: 3.146451 loss_class_dn: 0.348569 loss_bbox_dn: 0.094197 loss_giou_dn: 0.372766 loss_class_aux_dn: 1.898354 loss_bbox_aux_dn: 0.594034 loss_giou_aux_dn: 2.125055 loss: 14.863563 eta: 41 days, 3:51:41 batch_cost: 1.1145 data_cost: 0.0021 ips: 7.1779 images/s
[08/12 16:52:19] ppdet.engine INFO: Epoch: [12] [38800/54024] learning_rate: 0.000100 loss_class: 0.655752 loss_bbox: 0.107612 loss_giou: 0.447436 loss_class_aux: 4.107421 loss_bbox_aux: 0.701323 loss_giou_aux: 2.731700 loss_class_dn: 0.323593 loss_bbox_dn: 0.096330 loss_giou_dn: 0.341992 loss_class_aux_dn: 1.776582 loss_bbox_aux_dn: 0.617170 loss_giou_aux_dn: 1.982711 loss: 14.278317 eta: 41 days, 3:50:54 batch_cost: 1.1834 data_cost: 0.0013 ips: 6.7604 images/s
[08/12 16:54:18] ppdet.engine INFO: Epoch: [12] [38900/54024] learning_rate: 0.000100 loss_class: 0.726799 loss_bbox: 0.113977 loss_giou: 0.538233 loss_class_aux: 4.463839 loss_bbox_aux: 0.743896 loss_giou_aux: 3.387504 loss_class_dn: 0.360999 loss_bbox_dn: 0.103654 loss_giou_dn: 0.391316 loss_class_aux_dn: 1.919263 loss_bbox_aux_dn: 0.666766 loss_giou_aux_dn: 2.243964 loss: 15.800896 eta: 41 days, 3:49:32 batch_cost: 1.1432 data_cost: 0.0013 ips: 6.9982 images/s
[08/12 16:56:13] ppdet.engine INFO: Epoch: [12] [39000/54024] learning_rate: 0.000100 loss_class: 0.721649 loss_bbox: 0.111956 loss_giou: 0.509975 loss_class_aux: 4.480472 loss_bbox_aux: 0.718995 loss_giou_aux: 3.174320 loss_class_dn: 0.370228 loss_bbox_dn: 0.099721 loss_giou_dn: 0.386203 loss_class_aux_dn: 2.020811 loss_bbox_aux_dn: 0.614636 loss_giou_aux_dn: 2.231819 loss: 15.996797 eta: 41 days, 3:47:34 batch_cost: 1.1021 data_cost: 0.0013 ips: 7.2588 images/s
[08/12 16:58:15] ppdet.engine INFO: Epoch: [12] [39100/54024] learning_rate: 0.000100 loss_class: 0.696928 loss_bbox: 0.106824 loss_giou: 0.513431 loss_class_aux: 4.330163 loss_bbox_aux: 0.688296 loss_giou_aux: 3.192619 loss_class_dn: 0.360078 loss_bbox_dn: 0.098480 loss_giou_dn: 0.380293 loss_class_aux_dn: 1.927340 loss_bbox_aux_dn: 0.626301 loss_giou_aux_dn: 2.187131 loss: 15.115681 eta: 41 days, 3:46:29 batch_cost: 1.1625 data_cost: 0.0013 ips: 6.8817 images/s
[08/12 17:00:09] ppdet.engine INFO: Epoch: [12] [39200/54024] learning_rate: 0.000100 loss_class: 0.718427 loss_bbox: 0.106132 loss_giou: 0.462485 loss_class_aux: 4.399794 loss_bbox_aux: 0.722377 loss_giou_aux: 2.874144 loss_class_dn: 0.326378 loss_bbox_dn: 0.103904 loss_giou_dn: 0.342261 loss_class_aux_dn: 1.778889 loss_bbox_aux_dn: 0.637116 loss_giou_aux_dn: 1.926876 loss: 14.907700 eta: 41 days, 3:44:24 batch_cost: 1.0948 data_cost: 0.0013 ips: 7.3071 images/s
[08/12 17:02:05] ppdet.engine INFO: Epoch: [12] [39300/54024] learning_rate: 0.000100 loss_class: 0.681608 loss_bbox: 0.105612 loss_giou: 0.485553 loss_class_aux: 4.240695 loss_bbox_aux: 0.684629 loss_giou_aux: 2.995447 loss_class_dn: 0.335851 loss_bbox_dn: 0.086175 loss_giou_dn: 0.355569 loss_class_aux_dn: 1.810447 loss_bbox_aux_dn: 0.540826 loss_giou_aux_dn: 2.044302 loss: 14.674708 eta: 41 days, 3:42:33 batch_cost: 1.1110 data_cost: 0.0013 ips: 7.2006 images/s
[08/12 17:03:59] ppdet.engine INFO: Epoch: [12] [39400/54024] learning_rate: 0.000100 loss_class: 0.701306 loss_bbox: 0.102414 loss_giou: 0.477415 loss_class_aux: 4.343446 loss_bbox_aux: 0.680718 loss_giou_aux: 2.962584 loss_class_dn: 0.348175 loss_bbox_dn: 0.093929 loss_giou_dn: 0.362942 loss_class_aux_dn: 1.874775 loss_bbox_aux_dn: 0.592766 loss_giou_aux_dn: 2.069193 loss: 14.957933 eta: 41 days, 3:40:18 batch_cost: 1.0828 data_cost: 0.0013 ips: 7.3879 images/s
[08/12 17:05:51] ppdet.engine INFO: Epoch: [12] [39500/54024] learning_rate: 0.000100 loss_class: 0.703839 loss_bbox: 0.107597 loss_giou: 0.518885 loss_class_aux: 4.424887 loss_bbox_aux: 0.686250 loss_giou_aux: 3.246933 loss_class_dn: 0.355524 loss_bbox_dn: 0.099957 loss_giou_dn: 0.378729 loss_class_aux_dn: 1.912786 loss_bbox_aux_dn: 0.615903 loss_giou_aux_dn: 2.181222 loss: 15.241156 eta: 41 days, 3:37:52 batch_cost: 1.0704 data_cost: 0.0013 ips: 7.4739 images/s
[08/12 17:07:45] ppdet.engine INFO: Epoch: [12] [39600/54024] learning_rate: 0.000100 loss_class: 0.705590 loss_bbox: 0.097853 loss_giou: 0.450960 loss_class_aux: 4.363335 loss_bbox_aux: 0.645062 loss_giou_aux: 2.810739 loss_class_dn: 0.338954 loss_bbox_dn: 0.095830 loss_giou_dn: 0.347450 loss_class_aux_dn: 1.843360 loss_bbox_aux_dn: 0.607204 loss_giou_aux_dn: 2.031190 loss: 14.606325 eta: 41 days, 3:35:44 batch_cost: 1.0910 data_cost: 0.0013 ips: 7.3327 images/s
[08/12 17:09:40] ppdet.engine INFO: Epoch: [12] [39700/54024] learning_rate: 0.000100 loss_class: 0.706551 loss_bbox: 0.102747 loss_giou: 0.492666 loss_class_aux: 4.317402 loss_bbox_aux: 0.676392 loss_giou_aux: 3.096652 loss_class_dn: 0.348070 loss_bbox_dn: 0.092982 loss_giou_dn: 0.368402 loss_class_aux_dn: 1.881955 loss_bbox_aux_dn: 0.579126 loss_giou_aux_dn: 2.151962 loss: 14.795414 eta: 41 days, 3:33:40 batch_cost: 1.0965 data_cost: 0.0149 ips: 7.2958 images/s
[08/12 17:11:36] ppdet.engine INFO: Epoch: [12] [39800/54024] learning_rate: 0.000100 loss_class: 0.706308 loss_bbox: 0.108385 loss_giou: 0.491801 loss_class_aux: 4.346223 loss_bbox_aux: 0.690417 loss_giou_aux: 3.043983 loss_class_dn: 0.349541 loss_bbox_dn: 0.094248 loss_giou_dn: 0.365097 loss_class_aux_dn: 1.886948 loss_bbox_aux_dn: 0.599750 loss_giou_aux_dn: 2.113695 loss: 15.197672 eta: 41 days, 3:31:46 batch_cost: 1.1071 data_cost: 0.0013 ips: 7.2259 images/s
[08/12 17:13:35] ppdet.engine INFO: Epoch: [12] [39900/54024] learning_rate: 0.000100 loss_class: 0.670047 loss_bbox: 0.106362 loss_giou: 0.462155 loss_class_aux: 4.179857 loss_bbox_aux: 0.708584 loss_giou_aux: 2.957393 loss_class_dn: 0.332181 loss_bbox_dn: 0.091539 loss_giou_dn: 0.346359 loss_class_aux_dn: 1.811073 loss_bbox_aux_dn: 0.585765 loss_giou_aux_dn: 2.018435 loss: 14.229589 eta: 41 days, 3:30:12 batch_cost: 1.1296 data_cost: 0.0228 ips: 7.0822 images/s
[08/12 17:15:33] ppdet.engine INFO: Epoch: [12] [40000/54024] learning_rate: 0.000100 loss_class: 0.666284 loss_bbox: 0.098719 loss_giou: 0.447697 loss_class_aux: 4.097962 loss_bbox_aux: 0.633695 loss_giou_aux: 2.824150 loss_class_dn: 0.334035 loss_bbox_dn: 0.092087 loss_giou_dn: 0.349115 loss_class_aux_dn: 1.796458 loss_bbox_aux_dn: 0.566893 loss_giou_aux_dn: 1.982982 loss: 13.984376 eta: 41 days, 3:28:34 batch_cost: 1.1252 data_cost: 0.0018 ips: 7.1096 images/s
[08/12 17:17:28] ppdet.engine INFO: Epoch: [12] [40100/54024] learning_rate: 0.000100 loss_class: 0.739079 loss_bbox: 0.113338 loss_giou: 0.575744 loss_class_aux: 4.517671 loss_bbox_aux: 0.744279 loss_giou_aux: 3.565979 loss_class_dn: 0.378234 loss_bbox_dn: 0.099044 loss_giou_dn: 0.423203 loss_class_aux_dn: 2.035165 loss_bbox_aux_dn: 0.617915 loss_giou_aux_dn: 2.406081 loss: 16.523095 eta: 41 days, 3:26:31 batch_cost: 1.0970 data_cost: 0.0013 ips: 7.2927 images/s
[08/12 17:19:27] ppdet.engine INFO: Epoch: [12] [40200/54024] learning_rate: 0.000100 loss_class: 0.672168 loss_bbox: 0.102931 loss_giou: 0.471284 loss_class_aux: 4.052809 loss_bbox_aux: 0.676268 loss_giou_aux: 2.900763 loss_class_dn: 0.325927 loss_bbox_dn: 0.091489 loss_giou_dn: 0.343984 loss_class_aux_dn: 1.783539 loss_bbox_aux_dn: 0.564263 loss_giou_aux_dn: 1.987161 loss: 14.245681 eta: 41 days, 3:25:03 batch_cost: 1.1357 data_cost: 0.0586 ips: 7.0439 images/s
[08/12 17:21:22] ppdet.engine INFO: Epoch: [12] [40300/54024] learning_rate: 0.000100 loss_class: 0.694943 loss_bbox: 0.104481 loss_giou: 0.472504 loss_class_aux: 4.231097 loss_bbox_aux: 0.675238 loss_giou_aux: 2.864623 loss_class_dn: 0.341467 loss_bbox_dn: 0.095518 loss_giou_dn: 0.343677 loss_class_aux_dn: 1.818947 loss_bbox_aux_dn: 0.588385 loss_giou_aux_dn: 2.028872 loss: 14.703083 eta: 41 days, 3:23:00 batch_cost: 1.0970 data_cost: 0.0013 ips: 7.2924 images/s
[08/12 17:23:16] ppdet.engine INFO: Epoch: [12] [40400/54024] learning_rate: 0.000100 loss_class: 0.683214 loss_bbox: 0.099622 loss_giou: 0.412011 loss_class_aux: 4.209095 loss_bbox_aux: 0.663265 loss_giou_aux: 2.593269 loss_class_dn: 0.319126 loss_bbox_dn: 0.095214 loss_giou_dn: 0.319690 loss_class_aux_dn: 1.733822 loss_bbox_aux_dn: 0.587696 loss_giou_aux_dn: 1.824414 loss: 13.483746 eta: 41 days, 3:20:50 batch_cost: 1.0894 data_cost: 0.0013 ips: 7.3433 images/s
[08/12 17:25:10] ppdet.engine INFO: Epoch: [12] [40500/54024] learning_rate: 0.000100 loss_class: 0.668754 loss_bbox: 0.108461 loss_giou: 0.471654 loss_class_aux: 4.133166 loss_bbox_aux: 0.700467 loss_giou_aux: 2.917632 loss_class_dn: 0.330652 loss_bbox_dn: 0.094008 loss_giou_dn: 0.354055 loss_class_aux_dn: 1.772664 loss_bbox_aux_dn: 0.583505 loss_giou_aux_dn: 2.009236 loss: 14.495674 eta: 41 days, 3:18:41 batch_cost: 1.0891 data_cost: 0.0013 ips: 7.3458 images/s
[08/12 17:27:13] ppdet.engine INFO: Epoch: [12] [40600/54024] learning_rate: 0.000100 loss_class: 0.689511 loss_bbox: 0.101005 loss_giou: 0.506440 loss_class_aux: 4.231297 loss_bbox_aux: 0.667069 loss_giou_aux: 3.156940 loss_class_dn: 0.344645 loss_bbox_dn: 0.090584 loss_giou_dn: 0.380569 loss_class_aux_dn: 1.852598 loss_bbox_aux_dn: 0.558392 loss_giou_aux_dn: 2.202191 loss: 15.040920 eta: 41 days, 3:17:49 batch_cost: 1.1784 data_cost: 0.0059 ips: 6.7891 images/s
[08/12 17:29:06] ppdet.engine INFO: Epoch: [12] [40700/54024] learning_rate: 0.000100 loss_class: 0.713665 loss_bbox: 0.113800 loss_giou: 0.549910 loss_class_aux: 4.448713 loss_bbox_aux: 0.731177 loss_giou_aux: 3.374407 loss_class_dn: 0.365759 loss_bbox_dn: 0.094319 loss_giou_dn: 0.413822 loss_class_aux_dn: 1.975404 loss_bbox_aux_dn: 0.583003 loss_giou_aux_dn: 2.365891 loss: 16.120923 eta: 41 days, 3:15:32 batch_cost: 1.0804 data_cost: 0.0013 ips: 7.4047 images/s
[08/12 17:31:12] ppdet.engine INFO: Epoch: [12] [40800/54024] learning_rate: 0.000100 loss_class: 0.665703 loss_bbox: 0.106038 loss_giou: 0.481863 loss_class_aux: 4.155421 loss_bbox_aux: 0.706624 loss_giou_aux: 2.964697 loss_class_dn: 0.330497 loss_bbox_dn: 0.095237 loss_giou_dn: 0.350576 loss_class_aux_dn: 1.754449 loss_bbox_aux_dn: 0.592204 loss_giou_aux_dn: 2.004728 loss: 13.899036 eta: 41 days, 3:15:09 batch_cost: 1.2106 data_cost: 0.0270 ips: 6.6081 images/s
[08/12 17:33:07] ppdet.engine INFO: Epoch: [12] [40900/54024] learning_rate: 0.000100 loss_class: 0.681623 loss_bbox: 0.103164 loss_giou: 0.462792 loss_class_aux: 4.186650 loss_bbox_aux: 0.662075 loss_giou_aux: 2.846452 loss_class_dn: 0.345797 loss_bbox_dn: 0.092394 loss_giou_dn: 0.354474 loss_class_aux_dn: 1.859899 loss_bbox_aux_dn: 0.581461 loss_giou_aux_dn: 2.053041 loss: 14.706456 eta: 41 days, 3:13:09 batch_cost: 1.1012 data_cost: 0.0013 ips: 7.2648 images/s
[08/12 17:35:06] ppdet.engine INFO: Epoch: [12] [41000/54024] learning_rate: 0.000100 loss_class: 0.692645 loss_bbox: 0.109366 loss_giou: 0.446038 loss_class_aux: 4.215000 loss_bbox_aux: 0.720934 loss_giou_aux: 2.821684 loss_class_dn: 0.341204 loss_bbox_dn: 0.104280 loss_giou_dn: 0.340080 loss_class_aux_dn: 1.815594 loss_bbox_aux_dn: 0.640560 loss_giou_aux_dn: 1.959376 loss: 14.702016 eta: 41 days, 3:11:37 batch_cost: 1.1319 data_cost: 0.0013 ips: 7.0679 images/s
[08/12 17:37:02] ppdet.engine INFO: Epoch: [12] [41100/54024] learning_rate: 0.000100 loss_class: 0.708283 loss_bbox: 0.106999 loss_giou: 0.542640 loss_class_aux: 4.365339 loss_bbox_aux: 0.686007 loss_giou_aux: 3.340319 loss_class_dn: 0.359527 loss_bbox_dn: 0.096287 loss_giou_dn: 0.407824 loss_class_aux_dn: 1.960620 loss_bbox_aux_dn: 0.596690 loss_giou_aux_dn: 2.329958 loss: 16.125294 eta: 41 days, 3:09:45 batch_cost: 1.1087 data_cost: 0.0191 ips: 7.2154 images/s
[08/12 17:39:02] ppdet.engine INFO: Epoch: [12] [41200/54024] learning_rate: 0.000100 loss_class: 0.744728 loss_bbox: 0.113900 loss_giou: 0.481566 loss_class_aux: 4.584306 loss_bbox_aux: 0.735428 loss_giou_aux: 2.973566 loss_class_dn: 0.354402 loss_bbox_dn: 0.105079 loss_giou_dn: 0.355977 loss_class_aux_dn: 1.915975 loss_bbox_aux_dn: 0.655460 loss_giou_aux_dn: 2.056795 loss: 14.814554 eta: 41 days, 3:08:29 batch_cost: 1.1507 data_cost: 0.0013 ips: 6.9520 images/s
[08/12 17:41:04] ppdet.engine INFO: Epoch: [12] [41300/54024] learning_rate: 0.000100 loss_class: 0.715816 loss_bbox: 0.107578 loss_giou: 0.504648 loss_class_aux: 4.364558 loss_bbox_aux: 0.707327 loss_giou_aux: 3.162704 loss_class_dn: 0.336244 loss_bbox_dn: 0.100592 loss_giou_dn: 0.365959 loss_class_aux_dn: 1.822003 loss_bbox_aux_dn: 0.608757 loss_giou_aux_dn: 2.116021 loss: 14.576491 eta: 41 days, 3:07:29 batch_cost: 1.1691 data_cost: 0.0637 ips: 6.8428 images/s
[08/12 17:43:08] ppdet.engine INFO: Epoch: [12] [41400/54024] learning_rate: 0.000100 loss_class: 0.736430 loss_bbox: 0.115515 loss_giou: 0.550762 loss_class_aux: 4.617851 loss_bbox_aux: 0.742605 loss_giou_aux: 3.417668 loss_class_dn: 0.368690 loss_bbox_dn: 0.103857 loss_giou_dn: 0.403570 loss_class_aux_dn: 2.001613 loss_bbox_aux_dn: 0.650635 loss_giou_aux_dn: 2.315207 loss: 16.314215 eta: 41 days, 3:06:45 batch_cost: 1.1870 data_cost: 0.0013 ips: 6.7396 images/s
[08/12 17:45:06] ppdet.engine INFO: Epoch: [12] [41500/54024] learning_rate: 0.000100 loss_class: 0.673017 loss_bbox: 0.106491 loss_giou: 0.483911 loss_class_aux: 4.175602 loss_bbox_aux: 0.684491 loss_giou_aux: 2.982298 loss_class_dn: 0.317121 loss_bbox_dn: 0.096194 loss_giou_dn: 0.358498 loss_class_aux_dn: 1.694657 loss_bbox_aux_dn: 0.597521 loss_giou_aux_dn: 2.047379 loss: 14.055307 eta: 41 days, 3:05:13 batch_cost: 1.1315 data_cost: 0.0014 ips: 7.0700 images/s
[08/12 17:47:04] ppdet.engine INFO: Epoch: [12] [41600/54024] learning_rate: 0.000100 loss_class: 0.708818 loss_bbox: 0.111069 loss_giou: 0.478744 loss_class_aux: 4.401320 loss_bbox_aux: 0.718120 loss_giou_aux: 2.975900 loss_class_dn: 0.355277 loss_bbox_dn: 0.093746 loss_giou_dn: 0.363806 loss_class_aux_dn: 1.921445 loss_bbox_aux_dn: 0.565620 loss_giou_aux_dn: 2.119334 loss: 14.923276 eta: 41 days, 3:03:33 batch_cost: 1.1241 data_cost: 0.0423 ips: 7.1168 images/s
[08/12 17:49:11] ppdet.engine INFO: Epoch: [12] [41700/54024] learning_rate: 0.000100 loss_class: 0.701299 loss_bbox: 0.107413 loss_giou: 0.501737 loss_class_aux: 4.299139 loss_bbox_aux: 0.691352 loss_giou_aux: 3.106839 loss_class_dn: 0.347924 loss_bbox_dn: 0.093779 loss_giou_dn: 0.383074 loss_class_aux_dn: 1.885892 loss_bbox_aux_dn: 0.597355 loss_giou_aux_dn: 2.174003 loss: 14.946731 eta: 41 days, 3:03:24 batch_cost: 1.2265 data_cost: 0.0013 ips: 6.5226 images/s
[08/12 17:51:08] ppdet.engine INFO: Epoch: [12] [41800/54024] learning_rate: 0.000100 loss_class: 0.701655 loss_bbox: 0.105593 loss_giou: 0.470509 loss_class_aux: 4.328394 loss_bbox_aux: 0.682461 loss_giou_aux: 2.933558 loss_class_dn: 0.338386 loss_bbox_dn: 0.100300 loss_giou_dn: 0.364834 loss_class_aux_dn: 1.837817 loss_bbox_aux_dn: 0.627973 loss_giou_aux_dn: 2.089322 loss: 14.925354 eta: 41 days, 3:01:33 batch_cost: 1.1112 data_cost: 0.0013 ips: 7.1996 images/s
[08/12 17:53:02] ppdet.engine INFO: Epoch: [12] [41900/54024] learning_rate: 0.000100 loss_class: 0.655134 loss_bbox: 0.103459 loss_giou: 0.473003 loss_class_aux: 4.055069 loss_bbox_aux: 0.685038 loss_giou_aux: 2.989812 loss_class_dn: 0.335477 loss_bbox_dn: 0.105944 loss_giou_dn: 0.352883 loss_class_aux_dn: 1.806334 loss_bbox_aux_dn: 0.646210 loss_giou_aux_dn: 2.023885 loss: 14.357266 eta: 41 days, 2:59:30 batch_cost: 1.0965 data_cost: 0.0013 ips: 7.2961 images/s
[08/12 17:55:04] ppdet.engine INFO: Epoch: [12] [42000/54024] learning_rate: 0.000100 loss_class: 0.653746 loss_bbox: 0.097151 loss_giou: 0.443346 loss_class_aux: 4.028792 loss_bbox_aux: 0.630485 loss_giou_aux: 2.819632 loss_class_dn: 0.317479 loss_bbox_dn: 0.084163 loss_giou_dn: 0.334445 loss_class_aux_dn: 1.711585 loss_bbox_aux_dn: 0.537782 loss_giou_aux_dn: 1.891368 loss: 13.611621 eta: 41 days, 2:58:27 batch_cost: 1.1654 data_cost: 0.0013 ips: 6.8644 images/s
[08/12 17:56:57] ppdet.engine INFO: Epoch: [12] [42100/54024] learning_rate: 0.000100 loss_class: 0.703808 loss_bbox: 0.105866 loss_giou: 0.435498 loss_class_aux: 4.348068 loss_bbox_aux: 0.689977 loss_giou_aux: 2.751131 loss_class_dn: 0.338016 loss_bbox_dn: 0.100698 loss_giou_dn: 0.330488 loss_class_aux_dn: 1.812967 loss_bbox_aux_dn: 0.610927 loss_giou_aux_dn: 1.895056 loss: 14.510829 eta: 41 days, 2:56:08 batch_cost: 1.0791 data_cost: 0.0013 ips: 7.4139 images/s
[08/12 17:58:54] ppdet.engine INFO: Epoch: [12] [42200/54024] learning_rate: 0.000100 loss_class: 0.707586 loss_bbox: 0.114265 loss_giou: 0.514586 loss_class_aux: 4.436016 loss_bbox_aux: 0.719195 loss_giou_aux: 3.170462 loss_class_dn: 0.356867 loss_bbox_dn: 0.099401 loss_giou_dn: 0.381152 loss_class_aux_dn: 1.936854 loss_bbox_aux_dn: 0.611144 loss_giou_aux_dn: 2.176081 loss: 15.403021 eta: 41 days, 2:54:25 batch_cost: 1.1198 data_cost: 0.0013 ips: 7.1438 images/s
[08/12 18:00:48] ppdet.engine INFO: Epoch: [12] [42300/54024] learning_rate: 0.000100 loss_class: 0.715737 loss_bbox: 0.110486 loss_giou: 0.517387 loss_class_aux: 4.411327 loss_bbox_aux: 0.712473 loss_giou_aux: 3.209100 loss_class_dn: 0.371770 loss_bbox_dn: 0.100521 loss_giou_dn: 0.395395 loss_class_aux_dn: 2.004919 loss_bbox_aux_dn: 0.615488 loss_giou_aux_dn: 2.255327 loss: 15.812048 eta: 41 days, 2:52:12 batch_cost: 1.0847 data_cost: 0.0013 ips: 7.3752 images/s
[08/12 18:02:46] ppdet.engine INFO: Epoch: [12] [42400/54024] learning_rate: 0.000100 loss_class: 0.719317 loss_bbox: 0.104679 loss_giou: 0.518101 loss_class_aux: 4.463368 loss_bbox_aux: 0.685711 loss_giou_aux: 3.198048 loss_class_dn: 0.349512 loss_bbox_dn: 0.093039 loss_giou_dn: 0.396903 loss_class_aux_dn: 1.892392 loss_bbox_aux_dn: 0.555848 loss_giou_aux_dn: 2.207368 loss: 15.207649 eta: 41 days, 2:50:34 batch_cost: 1.1261 data_cost: 0.0013 ips: 7.1043 images/s
[08/12 18:04:38] ppdet.engine INFO: Epoch: [12] [42500/54024] learning_rate: 0.000100 loss_class: 0.713508 loss_bbox: 0.107667 loss_giou: 0.456260 loss_class_aux: 4.457582 loss_bbox_aux: 0.711612 loss_giou_aux: 2.866219 loss_class_dn: 0.333100 loss_bbox_dn: 0.103229 loss_giou_dn: 0.351905 loss_class_aux_dn: 1.802916 loss_bbox_aux_dn: 0.639122 loss_giou_aux_dn: 2.023908 loss: 14.827334 eta: 41 days, 2:48:10 batch_cost: 1.0718 data_cost: 0.0014 ips: 7.4639 images/s
[08/12 18:06:35] ppdet.engine INFO: Epoch: [12] [42600/54024] learning_rate: 0.000100 loss_class: 0.709824 loss_bbox: 0.103341 loss_giou: 0.479509 loss_class_aux: 4.397144 loss_bbox_aux: 0.656823 loss_giou_aux: 3.021321 loss_class_dn: 0.342128 loss_bbox_dn: 0.091274 loss_giou_dn: 0.372081 loss_class_aux_dn: 1.842033 loss_bbox_aux_dn: 0.570740 loss_giou_aux_dn: 2.091553 loss: 14.913017 eta: 41 days, 2:46:25 batch_cost: 1.1177 data_cost: 0.0023 ips: 7.1574 images/s
[08/12 18:08:30] ppdet.engine INFO: Epoch: [12] [42700/54024] learning_rate: 0.000100 loss_class: 0.708018 loss_bbox: 0.109092 loss_giou: 0.512139 loss_class_aux: 4.390861 loss_bbox_aux: 0.712067 loss_giou_aux: 3.174101 loss_class_dn: 0.348918 loss_bbox_dn: 0.097431 loss_giou_dn: 0.375053 loss_class_aux_dn: 1.890678 loss_bbox_aux_dn: 0.609879 loss_giou_aux_dn: 2.170362 loss: 15.265172 eta: 41 days, 2:44:24 batch_cost: 1.0987 data_cost: 0.0013 ips: 7.2811 images/s
[08/12 18:10:30] ppdet.engine INFO: Epoch: [12] [42800/54024] learning_rate: 0.000100 loss_class: 0.704128 loss_bbox: 0.107756 loss_giou: 0.493938 loss_class_aux: 4.329309 loss_bbox_aux: 0.697406 loss_giou_aux: 3.060953 loss_class_dn: 0.346711 loss_bbox_dn: 0.094206 loss_giou_dn: 0.366714 loss_class_aux_dn: 1.869938 loss_bbox_aux_dn: 0.584933 loss_giou_aux_dn: 2.069814 loss: 14.888260 eta: 41 days, 2:43:05 batch_cost: 1.1478 data_cost: 0.0591 ips: 6.9702 images/s
[08/12 18:12:39] ppdet.engine INFO: Epoch: [12] [42900/54024] learning_rate: 0.000100 loss_class: 0.682616 loss_bbox: 0.108608 loss_giou: 0.490953 loss_class_aux: 4.302747 loss_bbox_aux: 0.690694 loss_giou_aux: 3.068767 loss_class_dn: 0.333184 loss_bbox_dn: 0.104257 loss_giou_dn: 0.374170 loss_class_aux_dn: 1.814622 loss_bbox_aux_dn: 0.631701 loss_giou_aux_dn: 2.163399 loss: 14.884444 eta: 41 days, 2:43:05 batch_cost: 1.2375 data_cost: 0.0400 ips: 6.4644 images/s
[08/12 18:14:30] ppdet.engine INFO: Epoch: [12] [43000/54024] learning_rate: 0.000100 loss_class: 0.686759 loss_bbox: 0.106898 loss_giou: 0.479625 loss_class_aux: 4.317718 loss_bbox_aux: 0.686069 loss_giou_aux: 3.015145 loss_class_dn: 0.332440 loss_bbox_dn: 0.097677 loss_giou_dn: 0.351068 loss_class_aux_dn: 1.804330 loss_bbox_aux_dn: 0.604302 loss_giou_aux_dn: 2.030474 loss: 14.233011 eta: 41 days, 2:40:32 batch_cost: 1.0626 data_cost: 0.0013 ips: 7.5284 images/s
[08/12 18:16:32] ppdet.engine INFO: Epoch: [12] [43100/54024] learning_rate: 0.000100 loss_class: 0.696653 loss_bbox: 0.113745 loss_giou: 0.504117 loss_class_aux: 4.358872 loss_bbox_aux: 0.722186 loss_giou_aux: 3.116614 loss_class_dn: 0.355040 loss_bbox_dn: 0.095637 loss_giou_dn: 0.382630 loss_class_aux_dn: 1.898261 loss_bbox_aux_dn: 0.589684 loss_giou_aux_dn: 2.179683 loss: 15.038307 eta: 41 days, 2:39:32 batch_cost: 1.1694 data_cost: 0.0013 ips: 6.8410 images/s
[08/12 18:18:48] ppdet.engine INFO: Epoch: [12] [43200/54024] learning_rate: 0.000100 loss_class: 0.722300 loss_bbox: 0.105965 loss_giou: 0.504929 loss_class_aux: 4.453593 loss_bbox_aux: 0.678501 loss_giou_aux: 3.131087 loss_class_dn: 0.356176 loss_bbox_dn: 0.088566 loss_giou_dn: 0.380796 loss_class_aux_dn: 1.913543 loss_bbox_aux_dn: 0.565280 loss_giou_aux_dn: 2.186977 loss: 15.146203 eta: 41 days, 2:40:32 batch_cost: 1.3075 data_cost: 0.0013 ips: 6.1185 images/s
[08/12 18:21:05] ppdet.engine INFO: Epoch: [12] [43300/54024] learning_rate: 0.000100 loss_class: 0.728776 loss_bbox: 0.104142 loss_giou: 0.517585 loss_class_aux: 4.480053 loss_bbox_aux: 0.698970 loss_giou_aux: 3.213300 loss_class_dn: 0.361326 loss_bbox_dn: 0.094688 loss_giou_dn: 0.373750 loss_class_aux_dn: 1.962868 loss_bbox_aux_dn: 0.585612 loss_giou_aux_dn: 2.143000 loss: 15.307515 eta: 41 days, 2:41:46 batch_cost: 1.3233 data_cost: 0.0015 ips: 6.0455 images/s
[08/12 18:23:06] ppdet.engine INFO: Epoch: [12] [43400/54024] learning_rate: 0.000100 loss_class: 0.689733 loss_bbox: 0.105913 loss_giou: 0.461308 loss_class_aux: 4.311169 loss_bbox_aux: 0.678658 loss_giou_aux: 2.826293 loss_class_dn: 0.343937 loss_bbox_dn: 0.093047 loss_giou_dn: 0.359602 loss_class_aux_dn: 1.839581 loss_bbox_aux_dn: 0.581963 loss_giou_aux_dn: 2.079482 loss: 15.051384 eta: 41 days, 2:40:29 batch_cost: 1.1499 data_cost: 0.0332 ips: 6.9569 images/s
[08/12 18:24:59] ppdet.engine INFO: Epoch: [12] [43500/54024] learning_rate: 0.000100 loss_class: 0.663587 loss_bbox: 0.107711 loss_giou: 0.479808 loss_class_aux: 4.145407 loss_bbox_aux: 0.699846 loss_giou_aux: 3.002736 loss_class_dn: 0.345543 loss_bbox_dn: 0.097451 loss_giou_dn: 0.364370 loss_class_aux_dn: 1.843632 loss_bbox_aux_dn: 0.606151 loss_giou_aux_dn: 2.130919 loss: 14.798467 eta: 41 days, 2:38:15 batch_cost: 1.0835 data_cost: 0.0013 ips: 7.3834 images/s
[08/12 18:26:59] ppdet.engine INFO: Epoch: [12] [43600/54024] learning_rate: 0.000100 loss_class: 0.654220 loss_bbox: 0.099525 loss_giou: 0.459226 loss_class_aux: 4.071656 loss_bbox_aux: 0.662633 loss_giou_aux: 2.941058 loss_class_dn: 0.338277 loss_bbox_dn: 0.093825 loss_giou_dn: 0.337646 loss_class_aux_dn: 1.801219 loss_bbox_aux_dn: 0.570031 loss_giou_aux_dn: 1.998649 loss: 14.852011 eta: 41 days, 2:36:57 batch_cost: 1.1492 data_cost: 0.0694 ips: 6.9611 images/s
[08/12 18:28:56] ppdet.engine INFO: Epoch: [12] [43700/54024] learning_rate: 0.000100 loss_class: 0.697908 loss_bbox: 0.102534 loss_giou: 0.457636 loss_class_aux: 4.361947 loss_bbox_aux: 0.662071 loss_giou_aux: 2.961574 loss_class_dn: 0.337523 loss_bbox_dn: 0.095390 loss_giou_dn: 0.363467 loss_class_aux_dn: 1.817070 loss_bbox_aux_dn: 0.601228 loss_giou_aux_dn: 2.092731 loss: 14.646564 eta: 41 days, 2:35:12 batch_cost: 1.1173 data_cost: 0.0156 ips: 7.1604 images/s
[08/12 18:30:54] ppdet.engine INFO: Epoch: [12] [43800/54024] learning_rate: 0.000100 loss_class: 0.699732 loss_bbox: 0.103786 loss_giou: 0.430956 loss_class_aux: 4.285657 loss_bbox_aux: 0.669471 loss_giou_aux: 2.731022 loss_class_dn: 0.325369 loss_bbox_dn: 0.096101 loss_giou_dn: 0.346709 loss_class_aux_dn: 1.787215 loss_bbox_aux_dn: 0.590695 loss_giou_aux_dn: 1.980262 loss: 14.086635 eta: 41 days, 2:33:33 batch_cost: 1.1247 data_cost: 0.0013 ips: 7.1128 images/s
[08/12 18:32:54] ppdet.engine INFO: Epoch: [12] [43900/54024] learning_rate: 0.000100 loss_class: 0.676113 loss_bbox: 0.103437 loss_giou: 0.472029 loss_class_aux: 4.164821 loss_bbox_aux: 0.703973 loss_giou_aux: 2.996842 loss_class_dn: 0.334619 loss_bbox_dn: 0.096787 loss_giou_dn: 0.372854 loss_class_aux_dn: 1.841557 loss_bbox_aux_dn: 0.617451 loss_giou_aux_dn: 2.113418 loss: 14.517915 eta: 41 days, 2:32:13 batch_cost: 1.1463 data_cost: 0.0013 ips: 6.9788 images/s
[08/12 18:34:45] ppdet.engine INFO: Epoch: [12] [44000/54024] learning_rate: 0.000100 loss_class: 0.666637 loss_bbox: 0.107638 loss_giou: 0.487819 loss_class_aux: 4.127750 loss_bbox_aux: 0.703257 loss_giou_aux: 3.100805 loss_class_dn: 0.340873 loss_bbox_dn: 0.088926 loss_giou_dn: 0.381743 loss_class_aux_dn: 1.815486 loss_bbox_aux_dn: 0.549829 loss_giou_aux_dn: 2.156634 loss: 15.324860 eta: 41 days, 2:29:40 batch_cost: 1.0623 data_cost: 0.0013 ips: 7.5306 images/s
[08/12 18:36:39] ppdet.engine INFO: Epoch: [12] [44100/54024] learning_rate: 0.000100 loss_class: 0.711436 loss_bbox: 0.106434 loss_giou: 0.505454 loss_class_aux: 4.351508 loss_bbox_aux: 0.687514 loss_giou_aux: 3.133831 loss_class_dn: 0.345016 loss_bbox_dn: 0.097352 loss_giou_dn: 0.382323 loss_class_aux_dn: 1.857512 loss_bbox_aux_dn: 0.601895 loss_giou_aux_dn: 2.121796 loss: 15.116204 eta: 41 days, 2:27:29 batch_cost: 1.0878 data_cost: 0.0013 ips: 7.3546 images/s
[08/12 18:38:32] ppdet.engine INFO: Epoch: [12] [44200/54024] learning_rate: 0.000100 loss_class: 0.707299 loss_bbox: 0.105354 loss_giou: 0.493815 loss_class_aux: 4.359514 loss_bbox_aux: 0.688515 loss_giou_aux: 3.094226 loss_class_dn: 0.336309 loss_bbox_dn: 0.100997 loss_giou_dn: 0.357862 loss_class_aux_dn: 1.809085 loss_bbox_aux_dn: 0.640729 loss_giou_aux_dn: 2.047219 loss: 14.786588 eta: 41 days, 2:25:11 batch_cost: 1.0793 data_cost: 0.0013 ips: 7.4122 images/s
[08/12 18:40:30] ppdet.engine INFO: Epoch: [12] [44300/54024] learning_rate: 0.000100 loss_class: 0.701757 loss_bbox: 0.105988 loss_giou: 0.478811 loss_class_aux: 4.329499 loss_bbox_aux: 0.673308 loss_giou_aux: 2.997284 loss_class_dn: 0.342186 loss_bbox_dn: 0.094216 loss_giou_dn: 0.354272 loss_class_aux_dn: 1.865620 loss_bbox_aux_dn: 0.596164 loss_giou_aux_dn: 2.044228 loss: 14.615911 eta: 41 days, 2:23:31 batch_cost: 1.1237 data_cost: 0.0013 ips: 7.1192 images/s
[08/12 18:42:37] ppdet.engine INFO: Epoch: [12] [44400/54024] learning_rate: 0.000100 loss_class: 0.653704 loss_bbox: 0.101816 loss_giou: 0.497563 loss_class_aux: 4.098292 loss_bbox_aux: 0.663880 loss_giou_aux: 3.120157 loss_class_dn: 0.340603 loss_bbox_dn: 0.088223 loss_giou_dn: 0.363418 loss_class_aux_dn: 1.809395 loss_bbox_aux_dn: 0.563668 loss_giou_aux_dn: 2.095945 loss: 14.606621 eta: 41 days, 2:23:12 batch_cost: 1.2173 data_cost: 0.0013 ips: 6.5718 images/s
[08/12 18:44:33] ppdet.engine INFO: Epoch: [12] [44500/54024] learning_rate: 0.000100 loss_class: 0.661654 loss_bbox: 0.101555 loss_giou: 0.493578 loss_class_aux: 4.086672 loss_bbox_aux: 0.652865 loss_giou_aux: 3.089749 loss_class_dn: 0.325513 loss_bbox_dn: 0.097595 loss_giou_dn: 0.365240 loss_class_aux_dn: 1.783409 loss_bbox_aux_dn: 0.600199 loss_giou_aux_dn: 2.101775 loss: 14.573156 eta: 41 days, 2:21:21 batch_cost: 1.1111 data_cost: 0.0013 ips: 7.2003 images/s
[08/12 18:46:31] ppdet.engine INFO: Epoch: [12] [44600/54024] learning_rate: 0.000100 loss_class: 0.706106 loss_bbox: 0.108220 loss_giou: 0.478234 loss_class_aux: 4.394178 loss_bbox_aux: 0.699486 loss_giou_aux: 3.009786 loss_class_dn: 0.341013 loss_bbox_dn: 0.098570 loss_giou_dn: 0.355113 loss_class_aux_dn: 1.837012 loss_bbox_aux_dn: 0.604184 loss_giou_aux_dn: 2.035577 loss: 14.785408 eta: 41 days, 2:19:42 batch_cost: 1.1238 data_cost: 0.0013 ips: 7.1187 images/s
[08/12 18:48:24] ppdet.engine INFO: Epoch: [12] [44700/54024] learning_rate: 0.000100 loss_class: 0.707293 loss_bbox: 0.110294 loss_giou: 0.508815 loss_class_aux: 4.409689 loss_bbox_aux: 0.706115 loss_giou_aux: 3.165016 loss_class_dn: 0.354695 loss_bbox_dn: 0.096989 loss_giou_dn: 0.378214 loss_class_aux_dn: 1.904436 loss_bbox_aux_dn: 0.576465 loss_giou_aux_dn: 2.190175 loss: 15.353072 eta: 41 days, 2:17:19 batch_cost: 1.0748 data_cost: 0.0013 ips: 7.4434 images/s
[08/12 18:50:26] ppdet.engine INFO: Epoch: [12] [44800/54024] learning_rate: 0.000100 loss_class: 0.679301 loss_bbox: 0.110324 loss_giou: 0.486986 loss_class_aux: 4.208952 loss_bbox_aux: 0.738057 loss_giou_aux: 2.997456 loss_class_dn: 0.339237 loss_bbox_dn: 0.101905 loss_giou_dn: 0.368982 loss_class_aux_dn: 1.874181 loss_bbox_aux_dn: 0.632764 loss_giou_aux_dn: 2.107449 loss: 14.814408 eta: 41 days, 2:16:21 batch_cost: 1.1717 data_cost: 0.0013 ips: 6.8277 images/s
[08/12 18:52:26] ppdet.engine INFO: Epoch: [12] [44900/54024] learning_rate: 0.000100 loss_class: 0.695783 loss_bbox: 0.101005 loss_giou: 0.481893 loss_class_aux: 4.268433 loss_bbox_aux: 0.664349 loss_giou_aux: 3.065946 loss_class_dn: 0.344159 loss_bbox_dn: 0.086950 loss_giou_dn: 0.368140 loss_class_aux_dn: 1.902150 loss_bbox_aux_dn: 0.540060 loss_giou_aux_dn: 2.110735 loss: 15.103102 eta: 41 days, 2:15:03 batch_cost: 1.1482 data_cost: 0.0021 ips: 6.9672 images/s
[08/12 18:54:19] ppdet.engine INFO: Epoch: [12] [45000/54024] learning_rate: 0.000100 loss_class: 0.641912 loss_bbox: 0.100801 loss_giou: 0.460019 loss_class_aux: 4.011322 loss_bbox_aux: 0.663663 loss_giou_aux: 2.876979 loss_class_dn: 0.322919 loss_bbox_dn: 0.095910 loss_giou_dn: 0.352172 loss_class_aux_dn: 1.732803 loss_bbox_aux_dn: 0.586955 loss_giou_aux_dn: 2.023373 loss: 14.228067 eta: 41 days, 2:12:41 batch_cost: 1.0752 data_cost: 0.0013 ips: 7.4406 images/s
[08/12 18:56:16] ppdet.engine INFO: Epoch: [12] [45100/54024] learning_rate: 0.000100 loss_class: 0.706359 loss_bbox: 0.105670 loss_giou: 0.520045 loss_class_aux: 4.367550 loss_bbox_aux: 0.687338 loss_giou_aux: 3.224129 loss_class_dn: 0.354365 loss_bbox_dn: 0.096862 loss_giou_dn: 0.370132 loss_class_aux_dn: 1.908180 loss_bbox_aux_dn: 0.608013 loss_giou_aux_dn: 2.137531 loss: 15.491924 eta: 41 days, 2:10:56 batch_cost: 1.1180 data_cost: 0.0071 ips: 7.1557 images/s
[08/12 18:58:16] ppdet.engine INFO: Epoch: [12] [45200/54024] learning_rate: 0.000100 loss_class: 0.691004 loss_bbox: 0.111301 loss_giou: 0.489744 loss_class_aux: 4.241849 loss_bbox_aux: 0.713137 loss_giou_aux: 3.101639 loss_class_dn: 0.350205 loss_bbox_dn: 0.101698 loss_giou_dn: 0.369739 loss_class_aux_dn: 1.860377 loss_bbox_aux_dn: 0.627128 loss_giou_aux_dn: 2.129326 loss: 14.966290 eta: 41 days, 2:09:39 batch_cost: 1.1506 data_cost: 0.0157 ips: 6.9529 images/s
[08/12 19:00:18] ppdet.engine INFO: Epoch: [12] [45300/54024] learning_rate: 0.000100 loss_class: 0.674941 loss_bbox: 0.108873 loss_giou: 0.462673 loss_class_aux: 4.149040 loss_bbox_aux: 0.709280 loss_giou_aux: 2.890772 loss_class_dn: 0.333556 loss_bbox_dn: 0.094640 loss_giou_dn: 0.348535 loss_class_aux_dn: 1.822206 loss_bbox_aux_dn: 0.580346 loss_giou_aux_dn: 2.029692 loss: 14.282711 eta: 41 days, 2:08:46 batch_cost: 1.1771 data_cost: 0.0013 ips: 6.7965 images/s
[08/12 19:02:19] ppdet.engine INFO: Epoch: [12] [45400/54024] learning_rate: 0.000100 loss_class: 0.700727 loss_bbox: 0.107922 loss_giou: 0.477333 loss_class_aux: 4.342460 loss_bbox_aux: 0.695475 loss_giou_aux: 3.021145 loss_class_dn: 0.347830 loss_bbox_dn: 0.095366 loss_giou_dn: 0.371750 loss_class_aux_dn: 1.873313 loss_bbox_aux_dn: 0.584408 loss_giou_aux_dn: 2.117480 loss: 15.088365 eta: 41 days, 2:07:37 batch_cost: 1.1600 data_cost: 0.0013 ips: 6.8964 images/s
[08/12 19:04:11] ppdet.engine INFO: Epoch: [12] [45500/54024] learning_rate: 0.000100 loss_class: 0.673536 loss_bbox: 0.102664 loss_giou: 0.449245 loss_class_aux: 4.245918 loss_bbox_aux: 0.658812 loss_giou_aux: 2.753875 loss_class_dn: 0.338083 loss_bbox_dn: 0.094095 loss_giou_dn: 0.354307 loss_class_aux_dn: 1.796747 loss_bbox_aux_dn: 0.594703 loss_giou_aux_dn: 2.033749 loss: 14.564649 eta: 41 days, 2:05:06 batch_cost: 1.0639 data_cost: 0.0015 ips: 7.5199 images/s
[08/12 19:06:13] ppdet.engine INFO: Epoch: [12] [45600/54024] learning_rate: 0.000100 loss_class: 0.677546 loss_bbox: 0.109494 loss_giou: 0.461049 loss_class_aux: 4.218484 loss_bbox_aux: 0.700392 loss_giou_aux: 2.873033 loss_class_dn: 0.335093 loss_bbox_dn: 0.092164 loss_giou_dn: 0.341154 loss_class_aux_dn: 1.795301 loss_bbox_aux_dn: 0.587943 loss_giou_aux_dn: 1.993706 loss: 14.620818 eta: 41 days, 2:04:02 batch_cost: 1.1655 data_cost: 0.0021 ips: 6.8642 images/s
[08/12 19:08:07] ppdet.engine INFO: Epoch: [12] [45700/54024] learning_rate: 0.000100 loss_class: 0.678525 loss_bbox: 0.104576 loss_giou: 0.485842 loss_class_aux: 4.171565 loss_bbox_aux: 0.686220 loss_giou_aux: 2.988860 loss_class_dn: 0.331749 loss_bbox_dn: 0.098887 loss_giou_dn: 0.356380 loss_class_aux_dn: 1.796963 loss_bbox_aux_dn: 0.614501 loss_giou_aux_dn: 2.047874 loss: 14.315083 eta: 41 days, 2:01:53 batch_cost: 1.0906 data_cost: 0.0013 ips: 7.3357 images/s
[08/12 19:10:01] ppdet.engine INFO: Epoch: [12] [45800/54024] learning_rate: 0.000100 loss_class: 0.655105 loss_bbox: 0.098404 loss_giou: 0.465611 loss_class_aux: 4.083303 loss_bbox_aux: 0.660479 loss_giou_aux: 2.900945 loss_class_dn: 0.309828 loss_bbox_dn: 0.090259 loss_giou_dn: 0.325555 loss_class_aux_dn: 1.660994 loss_bbox_aux_dn: 0.591679 loss_giou_aux_dn: 1.887670 loss: 13.882963 eta: 41 days, 1:59:44 batch_cost: 1.0898 data_cost: 0.0022 ips: 7.3409 images/s
[08/12 19:12:06] ppdet.engine INFO: Epoch: [12] [45900/54024] learning_rate: 0.000100 loss_class: 0.758841 loss_bbox: 0.109215 loss_giou: 0.543119 loss_class_aux: 4.625509 loss_bbox_aux: 0.732128 loss_giou_aux: 3.354376 loss_class_dn: 0.357241 loss_bbox_dn: 0.098770 loss_giou_dn: 0.385419 loss_class_aux_dn: 1.951877 loss_bbox_aux_dn: 0.601558 loss_giou_aux_dn: 2.236727 loss: 15.360370 eta: 41 days, 1:59:09 batch_cost: 1.1986 data_cost: 0.0013 ips: 6.6745 images/s
[08/12 19:13:56] ppdet.engine INFO: Epoch: [12] [46000/54024] learning_rate: 0.000100 loss_class: 0.695608 loss_bbox: 0.111595 loss_giou: 0.496660 loss_class_aux: 4.259099 loss_bbox_aux: 0.747371 loss_giou_aux: 3.109935 loss_class_dn: 0.345907 loss_bbox_dn: 0.095497 loss_giou_dn: 0.391194 loss_class_aux_dn: 1.898079 loss_bbox_aux_dn: 0.591529 loss_giou_aux_dn: 2.211534 loss: 15.468360 eta: 41 days, 1:56:28 batch_cost: 1.0526 data_cost: 0.0013 ips: 7.6004 images/s
[08/12 19:15:50] ppdet.engine INFO: Epoch: [12] [46100/54024] learning_rate: 0.000100 loss_class: 0.729050 loss_bbox: 0.110011 loss_giou: 0.511373 loss_class_aux: 4.638538 loss_bbox_aux: 0.704148 loss_giou_aux: 3.211666 loss_class_dn: 0.356932 loss_bbox_dn: 0.099202 loss_giou_dn: 0.379913 loss_class_aux_dn: 1.952219 loss_bbox_aux_dn: 0.611295 loss_giou_aux_dn: 2.259639 loss: 15.792987 eta: 41 days, 1:54:18 batch_cost: 1.0898 data_cost: 0.0093 ips: 7.3406 images/s
[08/12 19:17:46] ppdet.engine INFO: Epoch: [12] [46200/54024] learning_rate: 0.000100 loss_class: 0.659936 loss_bbox: 0.103128 loss_giou: 0.430319 loss_class_aux: 4.004899 loss_bbox_aux: 0.685271 loss_giou_aux: 2.665199 loss_class_dn: 0.329062 loss_bbox_dn: 0.098517 loss_giou_dn: 0.346859 loss_class_aux_dn: 1.750507 loss_bbox_aux_dn: 0.586527 loss_giou_aux_dn: 1.982035 loss: 14.314030 eta: 41 days, 1:52:22 batch_cost: 1.1047 data_cost: 0.0013 ips: 7.2418 images/s
[08/12 19:19:56] ppdet.engine INFO: Epoch: [12] [46300/54024] learning_rate: 0.000100 loss_class: 0.719076 loss_bbox: 0.103319 loss_giou: 0.507090 loss_class_aux: 4.380265 loss_bbox_aux: 0.679564 loss_giou_aux: 3.136519 loss_class_dn: 0.347628 loss_bbox_dn: 0.098988 loss_giou_dn: 0.364943 loss_class_aux_dn: 1.884744 loss_bbox_aux_dn: 0.609304 loss_giou_aux_dn: 2.091157 loss: 15.133681 eta: 41 days, 1:52:32 batch_cost: 1.2507 data_cost: 0.1705 ips: 6.3963 images/s
[08/12 19:21:50] ppdet.engine INFO: Epoch: [12] [46400/54024] learning_rate: 0.000100 loss_class: 0.702534 loss_bbox: 0.104301 loss_giou: 0.478423 loss_class_aux: 4.351620 loss_bbox_aux: 0.674166 loss_giou_aux: 2.999687 loss_class_dn: 0.327948 loss_bbox_dn: 0.100654 loss_giou_dn: 0.347414 loss_class_aux_dn: 1.795440 loss_bbox_aux_dn: 0.614671 loss_giou_aux_dn: 2.025756 loss: 14.294667 eta: 41 days, 1:50:20 batch_cost: 1.0868 data_cost: 0.0013 ips: 7.3613 images/s
[08/12 19:23:55] ppdet.engine INFO: Epoch: [12] [46500/54024] learning_rate: 0.000100 loss_class: 0.729098 loss_bbox: 0.102692 loss_giou: 0.487529 loss_class_aux: 4.451241 loss_bbox_aux: 0.648461 loss_giou_aux: 3.064866 loss_class_dn: 0.353392 loss_bbox_dn: 0.095587 loss_giou_dn: 0.364102 loss_class_aux_dn: 1.916411 loss_bbox_aux_dn: 0.586970 loss_giou_aux_dn: 2.116711 loss: 15.292144 eta: 41 days, 1:49:38 batch_cost: 1.1913 data_cost: 0.0663 ips: 6.7153 images/s
[08/12 19:25:50] ppdet.engine INFO: Epoch: [12] [46600/54024] learning_rate: 0.000100 loss_class: 0.698315 loss_bbox: 0.104331 loss_giou: 0.477665 loss_class_aux: 4.235680 loss_bbox_aux: 0.687706 loss_giou_aux: 2.957881 loss_class_dn: 0.343568 loss_bbox_dn: 0.093185 loss_giou_dn: 0.351031 loss_class_aux_dn: 1.842996 loss_bbox_aux_dn: 0.580723 loss_giou_aux_dn: 2.016131 loss: 14.823991 eta: 41 days, 1:47:38 batch_cost: 1.0997 data_cost: 0.0013 ips: 7.2747 images/s
[08/12 19:27:45] ppdet.engine INFO: Epoch: [12] [46700/54024] learning_rate: 0.000100 loss_class: 0.727168 loss_bbox: 0.100045 loss_giou: 0.493440 loss_class_aux: 4.449827 loss_bbox_aux: 0.661710 loss_giou_aux: 3.084906 loss_class_dn: 0.351312 loss_bbox_dn: 0.091155 loss_giou_dn: 0.373885 loss_class_aux_dn: 1.898246 loss_bbox_aux_dn: 0.555283 loss_giou_aux_dn: 2.136865 loss: 14.843453 eta: 41 days, 1:45:40 batch_cost: 1.1031 data_cost: 0.0013 ips: 7.2523 images/s
[08/12 19:29:38] ppdet.engine INFO: Epoch: [12] [46800/54024] learning_rate: 0.000100 loss_class: 0.734347 loss_bbox: 0.110658 loss_giou: 0.517278 loss_class_aux: 4.531895 loss_bbox_aux: 0.706428 loss_giou_aux: 3.208931 loss_class_dn: 0.362148 loss_bbox_dn: 0.102645 loss_giou_dn: 0.396167 loss_class_aux_dn: 1.936011 loss_bbox_aux_dn: 0.623818 loss_giou_aux_dn: 2.240699 loss: 15.770971 eta: 41 days, 1:43:19 batch_cost: 1.0761 data_cost: 0.0013 ips: 7.4340 images/s
[08/12 19:31:30] ppdet.engine INFO: Epoch: [12] [46900/54024] learning_rate: 0.000100 loss_class: 0.693515 loss_bbox: 0.104987 loss_giou: 0.487262 loss_class_aux: 4.329059 loss_bbox_aux: 0.710310 loss_giou_aux: 3.032790 loss_class_dn: 0.351718 loss_bbox_dn: 0.103933 loss_giou_dn: 0.367552 loss_class_aux_dn: 1.875714 loss_bbox_aux_dn: 0.605637 loss_giou_aux_dn: 2.138461 loss: 15.104401 eta: 41 days, 1:40:55 batch_cost: 1.0725 data_cost: 0.0013 ips: 7.4594 images/s
[08/12 19:33:26] ppdet.engine INFO: Epoch: [12] [47000/54024] learning_rate: 0.000100 loss_class: 0.690330 loss_bbox: 0.103580 loss_giou: 0.432907 loss_class_aux: 4.229603 loss_bbox_aux: 0.668941 loss_giou_aux: 2.702774 loss_class_dn: 0.333173 loss_bbox_dn: 0.090849 loss_giou_dn: 0.340715 loss_class_aux_dn: 1.819849 loss_bbox_aux_dn: 0.585406 loss_giou_aux_dn: 1.992819 loss: 14.885233 eta: 41 days, 1:39:03 batch_cost: 1.1096 data_cost: 0.0447 ips: 7.2101 images/s
[08/12 19:35:20] ppdet.engine INFO: Epoch: [12] [47100/54024] learning_rate: 0.000100 loss_class: 0.652092 loss_bbox: 0.108144 loss_giou: 0.448338 loss_class_aux: 4.032335 loss_bbox_aux: 0.677102 loss_giou_aux: 2.852029 loss_class_dn: 0.325573 loss_bbox_dn: 0.102958 loss_giou_dn: 0.341201 loss_class_aux_dn: 1.746001 loss_bbox_aux_dn: 0.623715 loss_giou_aux_dn: 1.979481 loss: 14.359674 eta: 41 days, 1:36:53 batch_cost: 1.0896 data_cost: 0.0013 ips: 7.3423 images/s
[08/12 19:37:19] ppdet.engine INFO: Epoch: [12] [47200/54024] learning_rate: 0.000100 loss_class: 0.658842 loss_bbox: 0.097118 loss_giou: 0.442204 loss_class_aux: 4.117919 loss_bbox_aux: 0.650473 loss_giou_aux: 2.709593 loss_class_dn: 0.334854 loss_bbox_dn: 0.095209 loss_giou_dn: 0.339061 loss_class_aux_dn: 1.808731 loss_bbox_aux_dn: 0.599327 loss_giou_aux_dn: 1.929965 loss: 14.096780 eta: 41 days, 1:35:18 batch_cost: 1.1293 data_cost: 0.0445 ips: 7.0840 images/s
[08/12 19:39:32] ppdet.engine INFO: Epoch: [12] [47300/54024] learning_rate: 0.000100 loss_class: 0.685627 loss_bbox: 0.107597 loss_giou: 0.517194 loss_class_aux: 4.234567 loss_bbox_aux: 0.690068 loss_giou_aux: 3.202131 loss_class_dn: 0.337821 loss_bbox_dn: 0.092652 loss_giou_dn: 0.366035 loss_class_aux_dn: 1.829670 loss_bbox_aux_dn: 0.577547 loss_giou_aux_dn: 2.073760 loss: 14.662091 eta: 41 days, 1:35:58 batch_cost: 1.2861 data_cost: 0.0013 ips: 6.2203 images/s
[08/12 19:41:29] ppdet.engine INFO: Epoch: [12] [47400/54024] learning_rate: 0.000100 loss_class: 0.702082 loss_bbox: 0.104785 loss_giou: 0.469210 loss_class_aux: 4.276045 loss_bbox_aux: 0.689417 loss_giou_aux: 2.974991 loss_class_dn: 0.337813 loss_bbox_dn: 0.098341 loss_giou_dn: 0.363507 loss_class_aux_dn: 1.833776 loss_bbox_aux_dn: 0.612524 loss_giou_aux_dn: 2.074316 loss: 14.732711 eta: 41 days, 1:34:16 batch_cost: 1.1211 data_cost: 0.0054 ips: 7.1357 images/s
[08/12 19:43:24] ppdet.engine INFO: Epoch: [12] [47500/54024] learning_rate: 0.000100 loss_class: 0.722572 loss_bbox: 0.104215 loss_giou: 0.531356 loss_class_aux: 4.381824 loss_bbox_aux: 0.667764 loss_giou_aux: 3.327076 loss_class_dn: 0.370564 loss_bbox_dn: 0.092607 loss_giou_dn: 0.406378 loss_class_aux_dn: 1.982499 loss_bbox_aux_dn: 0.573059 loss_giou_aux_dn: 2.313899 loss: 15.697269 eta: 41 days, 1:32:10 batch_cost: 1.0934 data_cost: 0.0013 ips: 7.3169 images/s
[08/12 19:45:16] ppdet.engine INFO: Epoch: [12] [47600/54024] learning_rate: 0.000100 loss_class: 0.690476 loss_bbox: 0.106095 loss_giou: 0.462635 loss_class_aux: 4.235005 loss_bbox_aux: 0.680524 loss_giou_aux: 2.910992 loss_class_dn: 0.341123 loss_bbox_dn: 0.101260 loss_giou_dn: 0.346394 loss_class_aux_dn: 1.845076 loss_bbox_aux_dn: 0.624024 loss_giou_aux_dn: 1.997877 loss: 14.167570 eta: 41 days, 1:29:44 batch_cost: 1.0711 data_cost: 0.0013 ips: 7.4692 images/s
[08/12 19:47:15] ppdet.engine INFO: Epoch: [12] [47700/54024] learning_rate: 0.000100 loss_class: 0.684897 loss_bbox: 0.102068 loss_giou: 0.496245 loss_class_aux: 4.241608 loss_bbox_aux: 0.662530 loss_giou_aux: 3.084707 loss_class_dn: 0.355570 loss_bbox_dn: 0.088347 loss_giou_dn: 0.370892 loss_class_aux_dn: 1.892298 loss_bbox_aux_dn: 0.543316 loss_giou_aux_dn: 2.123674 loss: 15.069448 eta: 41 days, 1:28:17 batch_cost: 1.1381 data_cost: 0.0013 ips: 7.0295 images/s
[08/12 19:49:18] ppdet.engine INFO: Epoch: [12] [47800/54024] learning_rate: 0.000100 loss_class: 0.761712 loss_bbox: 0.114614 loss_giou: 0.510845 loss_class_aux: 4.592648 loss_bbox_aux: 0.738679 loss_giou_aux: 3.179464 loss_class_dn: 0.372965 loss_bbox_dn: 0.098617 loss_giou_dn: 0.402896 loss_class_aux_dn: 2.041840 loss_bbox_aux_dn: 0.636382 loss_giou_aux_dn: 2.277161 loss: 16.340787 eta: 41 days, 1:27:28 batch_cost: 1.1837 data_cost: 0.0013 ips: 6.7586 images/s
[08/12 19:51:11] ppdet.engine INFO: Epoch: [12] [47900/54024] learning_rate: 0.000100 loss_class: 0.736465 loss_bbox: 0.112928 loss_giou: 0.488652 loss_class_aux: 4.545803 loss_bbox_aux: 0.742232 loss_giou_aux: 3.071746 loss_class_dn: 0.360559 loss_bbox_dn: 0.103753 loss_giou_dn: 0.385929 loss_class_aux_dn: 1.911353 loss_bbox_aux_dn: 0.632317 loss_giou_aux_dn: 2.222758 loss: 15.700734 eta: 41 days, 1:25:07 batch_cost: 1.0755 data_cost: 0.0021 ips: 7.4382 images/s
[08/12 19:53:09] ppdet.engine INFO: Epoch: [12] [48000/54024] learning_rate: 0.000100 loss_class: 0.666790 loss_bbox: 0.106589 loss_giou: 0.524580 loss_class_aux: 4.131948 loss_bbox_aux: 0.683798 loss_giou_aux: 3.282246 loss_class_dn: 0.354071 loss_bbox_dn: 0.093970 loss_giou_dn: 0.405378 loss_class_aux_dn: 1.879551 loss_bbox_aux_dn: 0.585299 loss_giou_aux_dn: 2.295362 loss: 15.491294 eta: 41 days, 1:23:27 batch_cost: 1.1246 data_cost: 0.0013 ips: 7.1139 images/s
[08/12 19:55:02] ppdet.engine INFO: Epoch: [12] [48100/54024] learning_rate: 0.000100 loss_class: 0.691844 loss_bbox: 0.103483 loss_giou: 0.482808 loss_class_aux: 4.296169 loss_bbox_aux: 0.693948 loss_giou_aux: 2.920222 loss_class_dn: 0.327713 loss_bbox_dn: 0.089902 loss_giou_dn: 0.361093 loss_class_aux_dn: 1.778252 loss_bbox_aux_dn: 0.555784 loss_giou_aux_dn: 2.091061 loss: 14.254759 eta: 41 days, 1:21:15 batch_cost: 1.0863 data_cost: 0.0013 ips: 7.3643 images/s
[08/12 19:56:57] ppdet.engine INFO: Epoch: [12] [48200/54024] learning_rate: 0.000100 loss_class: 0.679152 loss_bbox: 0.106025 loss_giou: 0.506822 loss_class_aux: 4.221665 loss_bbox_aux: 0.691994 loss_giou_aux: 3.134937 loss_class_dn: 0.335687 loss_bbox_dn: 0.093072 loss_giou_dn: 0.362041 loss_class_aux_dn: 1.850227 loss_bbox_aux_dn: 0.572261 loss_giou_aux_dn: 2.072598 loss: 14.887994 eta: 41 days, 1:19:08 batch_cost: 1.0919 data_cost: 0.0098 ips: 7.3267 images/s
[08/12 19:58:50] ppdet.engine INFO: Epoch: [12] [48300/54024] learning_rate: 0.000100 loss_class: 0.709160 loss_bbox: 0.103937 loss_giou: 0.457672 loss_class_aux: 4.489327 loss_bbox_aux: 0.695100 loss_giou_aux: 2.826434 loss_class_dn: 0.340040 loss_bbox_dn: 0.094321 loss_giou_dn: 0.349603 loss_class_aux_dn: 1.860111 loss_bbox_aux_dn: 0.596473 loss_giou_aux_dn: 1.993267 loss: 14.832894 eta: 41 days, 1:16:53 batch_cost: 1.0824 data_cost: 0.0016 ips: 7.3913 images/s
[08/12 20:00:45] ppdet.engine INFO: Epoch: [12] [48400/54024] learning_rate: 0.000100 loss_class: 0.672051 loss_bbox: 0.105690 loss_giou: 0.490463 loss_class_aux: 4.228250 loss_bbox_aux: 0.701404 loss_giou_aux: 3.014049 loss_class_dn: 0.346042 loss_bbox_dn: 0.098622 loss_giou_dn: 0.367986 loss_class_aux_dn: 1.846945 loss_bbox_aux_dn: 0.587851 loss_giou_aux_dn: 2.110715 loss: 15.025509 eta: 41 days, 1:14:54 batch_cost: 1.1016 data_cost: 0.0013 ips: 7.2620 images/s
[08/12 20:02:47] ppdet.engine INFO: Epoch: [12] [48500/54024] learning_rate: 0.000100 loss_class: 0.658412 loss_bbox: 0.106118 loss_giou: 0.460136 loss_class_aux: 4.089177 loss_bbox_aux: 0.685506 loss_giou_aux: 2.867856 loss_class_dn: 0.323878 loss_bbox_dn: 0.092367 loss_giou_dn: 0.344327 loss_class_aux_dn: 1.735916 loss_bbox_aux_dn: 0.573619 loss_giou_aux_dn: 1.957523 loss: 14.114153 eta: 41 days, 1:13:46 batch_cost: 1.1617 data_cost: 0.0013 ips: 6.8865 images/s
[08/12 20:04:40] ppdet.engine INFO: Epoch: [12] [48600/54024] learning_rate: 0.000100 loss_class: 0.651611 loss_bbox: 0.103233 loss_giou: 0.451955 loss_class_aux: 4.068361 loss_bbox_aux: 0.668054 loss_giou_aux: 2.776950 loss_class_dn: 0.331701 loss_bbox_dn: 0.097744 loss_giou_dn: 0.346789 loss_class_aux_dn: 1.809402 loss_bbox_aux_dn: 0.606508 loss_giou_aux_dn: 1.965437 loss: 14.005143 eta: 41 days, 1:11:25 batch_cost: 1.0761 data_cost: 0.0013 ips: 7.4345 images/s
[08/12 20:06:32] ppdet.engine INFO: Epoch: [12] [48700/54024] learning_rate: 0.000100 loss_class: 0.704488 loss_bbox: 0.112850 loss_giou: 0.477883 loss_class_aux: 4.346601 loss_bbox_aux: 0.714162 loss_giou_aux: 2.952162 loss_class_dn: 0.338680 loss_bbox_dn: 0.094693 loss_giou_dn: 0.353602 loss_class_aux_dn: 1.821314 loss_bbox_aux_dn: 0.591010 loss_giou_aux_dn: 2.012801 loss: 14.705296 eta: 41 days, 1:09:01 batch_cost: 1.0722 data_cost: 0.0013 ips: 7.4615 images/s
[08/12 20:08:23] ppdet.engine INFO: Epoch: [12] [48800/54024] learning_rate: 0.000100 loss_class: 0.705581 loss_bbox: 0.102170 loss_giou: 0.409607 loss_class_aux: 4.335495 loss_bbox_aux: 0.668439 loss_giou_aux: 2.592483 loss_class_dn: 0.320358 loss_bbox_dn: 0.100347 loss_giou_dn: 0.335567 loss_class_aux_dn: 1.770945 loss_bbox_aux_dn: 0.605446 loss_giou_aux_dn: 1.893572 loss: 13.939631 eta: 41 days, 1:06:27 batch_cost: 1.0609 data_cost: 0.0014 ips: 7.5410 images/s
[08/12 20:10:29] ppdet.engine INFO: Epoch: [12] [48900/54024] learning_rate: 0.000100 loss_class: 0.695421 loss_bbox: 0.102352 loss_giou: 0.480639 loss_class_aux: 4.296303 loss_bbox_aux: 0.664759 loss_giou_aux: 2.966917 loss_class_dn: 0.346245 loss_bbox_dn: 0.097307 loss_giou_dn: 0.356018 loss_class_aux_dn: 1.870379 loss_bbox_aux_dn: 0.607026 loss_giou_aux_dn: 2.067883 loss: 14.724215 eta: 41 days, 1:05:59 batch_cost: 1.2073 data_cost: 0.0013 ips: 6.6263 images/s
[08/12 20:12:33] ppdet.engine INFO: Epoch: [12] [49000/54024] learning_rate: 0.000100 loss_class: 0.709481 loss_bbox: 0.107628 loss_giou: 0.494764 loss_class_aux: 4.373512 loss_bbox_aux: 0.706178 loss_giou_aux: 3.094822 loss_class_dn: 0.345312 loss_bbox_dn: 0.093606 loss_giou_dn: 0.391219 loss_class_aux_dn: 1.854801 loss_bbox_aux_dn: 0.582652 loss_giou_aux_dn: 2.245223 loss: 15.623763 eta: 41 days, 1:05:16 batch_cost: 1.1904 data_cost: 0.0063 ips: 6.7207 images/s
[08/12 20:14:29] ppdet.engine INFO: Epoch: [12] [49100/54024] learning_rate: 0.000100 loss_class: 0.694678 loss_bbox: 0.105365 loss_giou: 0.484427 loss_class_aux: 4.242007 loss_bbox_aux: 0.681617 loss_giou_aux: 3.142255 loss_class_dn: 0.339281 loss_bbox_dn: 0.103471 loss_giou_dn: 0.380829 loss_class_aux_dn: 1.824118 loss_bbox_aux_dn: 0.619465 loss_giou_aux_dn: 2.194532 loss: 15.256617 eta: 41 days, 1:03:23 batch_cost: 1.1084 data_cost: 0.0297 ips: 7.2174 images/s
[08/12 20:16:28] ppdet.engine INFO: Epoch: [12] [49200/54024] learning_rate: 0.000100 loss_class: 0.735448 loss_bbox: 0.111348 loss_giou: 0.513985 loss_class_aux: 4.550974 loss_bbox_aux: 0.743976 loss_giou_aux: 3.199495 loss_class_dn: 0.378933 loss_bbox_dn: 0.098422 loss_giou_dn: 0.388677 loss_class_aux_dn: 2.077675 loss_bbox_aux_dn: 0.622563 loss_giou_aux_dn: 2.253228 loss: 16.075277 eta: 41 days, 1:01:51 batch_cost: 1.1339 data_cost: 0.0013 ips: 7.0555 images/s
[08/12 20:18:29] ppdet.engine INFO: Epoch: [12] [49300/54024] learning_rate: 0.000100 loss_class: 0.698568 loss_bbox: 0.099250 loss_giou: 0.523274 loss_class_aux: 4.322798 loss_bbox_aux: 0.678242 loss_giou_aux: 3.265215 loss_class_dn: 0.353338 loss_bbox_dn: 0.091599 loss_giou_dn: 0.388899 loss_class_aux_dn: 1.889836 loss_bbox_aux_dn: 0.585927 loss_giou_aux_dn: 2.206875 loss: 15.088072 eta: 41 days, 1:00:40 batch_cost: 1.1579 data_cost: 0.0013 ips: 6.9092 images/s
[08/12 20:20:27] ppdet.engine INFO: Epoch: [12] [49400/54024] learning_rate: 0.000100 loss_class: 0.671661 loss_bbox: 0.096663 loss_giou: 0.429242 loss_class_aux: 4.128229 loss_bbox_aux: 0.636981 loss_giou_aux: 2.706885 loss_class_dn: 0.309342 loss_bbox_dn: 0.092163 loss_giou_dn: 0.330570 loss_class_aux_dn: 1.674612 loss_bbox_aux_dn: 0.577702 loss_giou_aux_dn: 1.908495 loss: 13.390476 eta: 41 days, 0:59:08 batch_cost: 1.1326 data_cost: 0.0212 ips: 7.0637 images/s
[08/12 20:22:34] ppdet.engine INFO: Epoch: [12] [49500/54024] learning_rate: 0.000100 loss_class: 0.704039 loss_bbox: 0.112696 loss_giou: 0.506435 loss_class_aux: 4.363391 loss_bbox_aux: 0.710163 loss_giou_aux: 3.145117 loss_class_dn: 0.350178 loss_bbox_dn: 0.097991 loss_giou_dn: 0.384854 loss_class_aux_dn: 1.913953 loss_bbox_aux_dn: 0.613862 loss_giou_aux_dn: 2.190148 loss: 15.084865 eta: 41 days, 0:58:46 batch_cost: 1.2159 data_cost: 0.0013 ips: 6.5796 images/s
[08/12 20:24:30] ppdet.engine INFO: Epoch: [12] [49600/54024] learning_rate: 0.000100 loss_class: 0.702940 loss_bbox: 0.116618 loss_giou: 0.486430 loss_class_aux: 4.415690 loss_bbox_aux: 0.750947 loss_giou_aux: 3.021946 loss_class_dn: 0.360781 loss_bbox_dn: 0.107444 loss_giou_dn: 0.370196 loss_class_aux_dn: 1.936854 loss_bbox_aux_dn: 0.663243 loss_giou_aux_dn: 2.116961 loss: 15.000898 eta: 41 days, 0:56:56 batch_cost: 1.1117 data_cost: 0.0013 ips: 7.1959 images/s
[08/12 20:26:28] ppdet.engine INFO: Epoch: [12] [49700/54024] learning_rate: 0.000100 loss_class: 0.716564 loss_bbox: 0.108559 loss_giou: 0.506671 loss_class_aux: 4.378513 loss_bbox_aux: 0.691984 loss_giou_aux: 3.108682 loss_class_dn: 0.358594 loss_bbox_dn: 0.098577 loss_giou_dn: 0.389051 loss_class_aux_dn: 1.946286 loss_bbox_aux_dn: 0.621435 loss_giou_aux_dn: 2.200566 loss: 15.625714 eta: 41 days, 0:55:23 batch_cost: 1.1321 data_cost: 0.0013 ips: 7.0667 images/s
[08/12 20:28:27] ppdet.engine INFO: Epoch: [12] [49800/54024] learning_rate: 0.000100 loss_class: 0.707534 loss_bbox: 0.106362 loss_giou: 0.506267 loss_class_aux: 4.414001 loss_bbox_aux: 0.694005 loss_giou_aux: 3.121670 loss_class_dn: 0.343746 loss_bbox_dn: 0.094363 loss_giou_dn: 0.364366 loss_class_aux_dn: 1.873921 loss_bbox_aux_dn: 0.603332 loss_giou_aux_dn: 2.090054 loss: 14.796470 eta: 41 days, 0:53:54 batch_cost: 1.1374 data_cost: 0.0013 ips: 7.0338 images/s
[08/12 20:30:20] ppdet.engine INFO: Epoch: [12] [49900/54024] learning_rate: 0.000100 loss_class: 0.731816 loss_bbox: 0.111238 loss_giou: 0.509312 loss_class_aux: 4.521997 loss_bbox_aux: 0.714799 loss_giou_aux: 3.197187 loss_class_dn: 0.358753 loss_bbox_dn: 0.097420 loss_giou_dn: 0.385408 loss_class_aux_dn: 1.950070 loss_bbox_aux_dn: 0.585261 loss_giou_aux_dn: 2.185979 loss: 15.278963 eta: 41 days, 0:51:37 batch_cost: 1.0801 data_cost: 0.0014 ips: 7.4067 images/s
[08/12 20:32:26] ppdet.engine INFO: Epoch: [12] [50000/54024] learning_rate: 0.000100 loss_class: 0.710279 loss_bbox: 0.100245 loss_giou: 0.440856 loss_class_aux: 4.476106 loss_bbox_aux: 0.672460 loss_giou_aux: 2.705168 loss_class_dn: 0.326017 loss_bbox_dn: 0.091942 loss_giou_dn: 0.357553 loss_class_aux_dn: 1.789117 loss_bbox_aux_dn: 0.558224 loss_giou_aux_dn: 2.022912 loss: 14.539608 eta: 41 days, 0:51:08 batch_cost: 1.2069 data_cost: 0.0013 ips: 6.6286 images/s
[08/12 20:34:20] ppdet.engine INFO: Epoch: [12] [50100/54024] learning_rate: 0.000100 loss_class: 0.691697 loss_bbox: 0.101895 loss_giou: 0.486963 loss_class_aux: 4.256939 loss_bbox_aux: 0.667292 loss_giou_aux: 3.047685 loss_class_dn: 0.334568 loss_bbox_dn: 0.098203 loss_giou_dn: 0.371765 loss_class_aux_dn: 1.812159 loss_bbox_aux_dn: 0.594972 loss_giou_aux_dn: 2.106477 loss: 15.254464 eta: 41 days, 0:49:03 batch_cost: 1.0947 data_cost: 0.0060 ips: 7.3082 images/s
[08/12 20:36:15] ppdet.engine INFO: Epoch: [12] [50200/54024] learning_rate: 0.000100 loss_class: 0.737127 loss_bbox: 0.114638 loss_giou: 0.505406 loss_class_aux: 4.589772 loss_bbox_aux: 0.736172 loss_giou_aux: 3.110860 loss_class_dn: 0.355295 loss_bbox_dn: 0.102546 loss_giou_dn: 0.368264 loss_class_aux_dn: 1.929586 loss_bbox_aux_dn: 0.637103 loss_giou_aux_dn: 2.101553 loss: 15.261601 eta: 41 days, 0:46:55 batch_cost: 1.0914 data_cost: 0.0013 ips: 7.3303 images/s
[08/12 20:38:14] ppdet.engine INFO: Epoch: [12] [50300/54024] learning_rate: 0.000100 loss_class: 0.720266 loss_bbox: 0.105340 loss_giou: 0.523622 loss_class_aux: 4.515417 loss_bbox_aux: 0.704039 loss_giou_aux: 3.199837 loss_class_dn: 0.351495 loss_bbox_dn: 0.101132 loss_giou_dn: 0.384573 loss_class_aux_dn: 1.913200 loss_bbox_aux_dn: 0.612455 loss_giou_aux_dn: 2.209225 loss: 15.230600 eta: 41 days, 0:45:24 batch_cost: 1.1340 data_cost: 0.0036 ips: 7.0547 images/s
[08/12 20:40:12] ppdet.engine INFO: Epoch: [12] [50400/54024] learning_rate: 0.000100 loss_class: 0.625077 loss_bbox: 0.098343 loss_giou: 0.445211 loss_class_aux: 3.872194 loss_bbox_aux: 0.647357 loss_giou_aux: 2.702017 loss_class_dn: 0.312352 loss_bbox_dn: 0.092176 loss_giou_dn: 0.332720 loss_class_aux_dn: 1.690665 loss_bbox_aux_dn: 0.583745 loss_giou_aux_dn: 1.911687 loss: 13.616141 eta: 41 days, 0:43:55 batch_cost: 1.1378 data_cost: 0.0432 ips: 7.0313 images/s
[08/12 20:42:12] ppdet.engine INFO: Epoch: [12] [50500/54024] learning_rate: 0.000100 loss_class: 0.653868 loss_bbox: 0.100346 loss_giou: 0.437876 loss_class_aux: 4.061576 loss_bbox_aux: 0.660970 loss_giou_aux: 2.789306 loss_class_dn: 0.327498 loss_bbox_dn: 0.102801 loss_giou_dn: 0.348398 loss_class_aux_dn: 1.743671 loss_bbox_aux_dn: 0.627586 loss_giou_aux_dn: 2.009830 loss: 14.053289 eta: 41 days, 0:42:36 batch_cost: 1.1487 data_cost: 0.0156 ips: 6.9645 images/s
[08/12 20:44:07] ppdet.engine INFO: Epoch: [12] [50600/54024] learning_rate: 0.000100 loss_class: 0.705456 loss_bbox: 0.111085 loss_giou: 0.472381 loss_class_aux: 4.314722 loss_bbox_aux: 0.709753 loss_giou_aux: 2.923801 loss_class_dn: 0.340980 loss_bbox_dn: 0.100228 loss_giou_dn: 0.352776 loss_class_aux_dn: 1.851899 loss_bbox_aux_dn: 0.614412 loss_giou_aux_dn: 2.036769 loss: 14.651175 eta: 41 days, 0:40:31 batch_cost: 1.0939 data_cost: 0.0137 ips: 7.3134 images/s
[08/12 20:45:59] ppdet.engine INFO: Epoch: [12] [50700/54024] learning_rate: 0.000100 loss_class: 0.700587 loss_bbox: 0.112481 loss_giou: 0.514107 loss_class_aux: 4.446651 loss_bbox_aux: 0.720709 loss_giou_aux: 3.209293 loss_class_dn: 0.351036 loss_bbox_dn: 0.096255 loss_giou_dn: 0.386606 loss_class_aux_dn: 1.875230 loss_bbox_aux_dn: 0.594821 loss_giou_aux_dn: 2.193505 loss: 15.724957 eta: 41 days, 0:38:05 batch_cost: 1.0699 data_cost: 0.0014 ips: 7.4771 images/s
[08/12 20:48:03] ppdet.engine INFO: Epoch: [12] [50800/54024] learning_rate: 0.000100 loss_class: 0.670856 loss_bbox: 0.099639 loss_giou: 0.478003 loss_class_aux: 4.238980 loss_bbox_aux: 0.652087 loss_giou_aux: 2.962089 loss_class_dn: 0.331562 loss_bbox_dn: 0.083916 loss_giou_dn: 0.355561 loss_class_aux_dn: 1.801764 loss_bbox_aux_dn: 0.541719 loss_giou_aux_dn: 2.071012 loss: 14.481139 eta: 41 days, 0:37:17 batch_cost: 1.1854 data_cost: 0.0013 ips: 6.7487 images/s
[08/12 20:50:02] ppdet.engine INFO: Epoch: [12] [50900/54024] learning_rate: 0.000100 loss_class: 0.735259 loss_bbox: 0.111914 loss_giou: 0.468111 loss_class_aux: 4.533158 loss_bbox_aux: 0.730912 loss_giou_aux: 2.898566 loss_class_dn: 0.349412 loss_bbox_dn: 0.094875 loss_giou_dn: 0.351478 loss_class_aux_dn: 1.906317 loss_bbox_aux_dn: 0.595332 loss_giou_aux_dn: 2.043007 loss: 15.119277 eta: 41 days, 0:35:50 batch_cost: 1.1385 data_cost: 0.0013 ips: 7.0266 images/s
[08/12 20:51:57] ppdet.engine INFO: Epoch: [12] [51000/54024] learning_rate: 0.000100 loss_class: 0.722213 loss_bbox: 0.103648 loss_giou: 0.532858 loss_class_aux: 4.465830 loss_bbox_aux: 0.659521 loss_giou_aux: 3.340419 loss_class_dn: 0.355617 loss_bbox_dn: 0.090944 loss_giou_dn: 0.394826 loss_class_aux_dn: 1.931597 loss_bbox_aux_dn: 0.603333 loss_giou_aux_dn: 2.255866 loss: 15.410014 eta: 41 days, 0:33:51 batch_cost: 1.1018 data_cost: 0.0014 ips: 7.2608 images/s
[08/12 20:54:01] ppdet.engine INFO: Epoch: [12] [51100/54024] learning_rate: 0.000100 loss_class: 0.696245 loss_bbox: 0.110528 loss_giou: 0.466982 loss_class_aux: 4.348320 loss_bbox_aux: 0.717134 loss_giou_aux: 2.840289 loss_class_dn: 0.345999 loss_bbox_dn: 0.099818 loss_giou_dn: 0.343854 loss_class_aux_dn: 1.861902 loss_bbox_aux_dn: 0.608500 loss_giou_aux_dn: 1.966188 loss: 14.634011 eta: 41 days, 0:33:03 batch_cost: 1.1856 data_cost: 0.0769 ips: 6.7477 images/s
[08/12 20:55:59] ppdet.engine INFO: Epoch: [12] [51200/54024] learning_rate: 0.000100 loss_class: 0.680925 loss_bbox: 0.103201 loss_giou: 0.531095 loss_class_aux: 4.222229 loss_bbox_aux: 0.640524 loss_giou_aux: 3.236803 loss_class_dn: 0.347299 loss_bbox_dn: 0.090907 loss_giou_dn: 0.394854 loss_class_aux_dn: 1.869183 loss_bbox_aux_dn: 0.567615 loss_giou_aux_dn: 2.253282 loss: 15.202307 eta: 41 days, 0:31:27 batch_cost: 1.1288 data_cost: 0.0013 ips: 7.0872 images/s
[08/12 20:57:57] ppdet.engine INFO: Epoch: [12] [51300/54024] learning_rate: 0.000100 loss_class: 0.673119 loss_bbox: 0.102477 loss_giou: 0.476091 loss_class_aux: 4.133043 loss_bbox_aux: 0.694912 loss_giou_aux: 3.008817 loss_class_dn: 0.343913 loss_bbox_dn: 0.102429 loss_giou_dn: 0.364468 loss_class_aux_dn: 1.851257 loss_bbox_aux_dn: 0.628347 loss_giou_aux_dn: 2.096499 loss: 14.904737 eta: 41 days, 0:29:47 batch_cost: 1.1243 data_cost: 0.0013 ips: 7.1154 images/s
[08/12 20:59:58] ppdet.engine INFO: Epoch: [12] [51400/54024] learning_rate: 0.000100 loss_class: 0.701080 loss_bbox: 0.102059 loss_giou: 0.477804 loss_class_aux: 4.375411 loss_bbox_aux: 0.669397 loss_giou_aux: 2.948921 loss_class_dn: 0.341878 loss_bbox_dn: 0.098865 loss_giou_dn: 0.341673 loss_class_aux_dn: 1.838077 loss_bbox_aux_dn: 0.610995 loss_giou_aux_dn: 1.953672 loss: 14.372104 eta: 41 days, 0:28:42 batch_cost: 1.1648 data_cost: 0.0013 ips: 6.8679 images/s
[08/12 21:01:52] ppdet.engine INFO: Epoch: [12] [51500/54024] learning_rate: 0.000100 loss_class: 0.718184 loss_bbox: 0.110190 loss_giou: 0.452522 loss_class_aux: 4.424474 loss_bbox_aux: 0.697899 loss_giou_aux: 2.821730 loss_class_dn: 0.340476 loss_bbox_dn: 0.102749 loss_giou_dn: 0.345736 loss_class_aux_dn: 1.815343 loss_bbox_aux_dn: 0.619289 loss_giou_aux_dn: 2.014501 loss: 14.626388 eta: 41 days, 0:26:35 batch_cost: 1.0919 data_cost: 0.0014 ips: 7.3265 images/s
[08/12 21:03:46] ppdet.engine INFO: Epoch: [12] [51600/54024] learning_rate: 0.000100 loss_class: 0.679031 loss_bbox: 0.106626 loss_giou: 0.482657 loss_class_aux: 4.162462 loss_bbox_aux: 0.705725 loss_giou_aux: 3.041736 loss_class_dn: 0.339051 loss_bbox_dn: 0.100523 loss_giou_dn: 0.359955 loss_class_aux_dn: 1.831029 loss_bbox_aux_dn: 0.616542 loss_giou_aux_dn: 2.053358 loss: 14.572639 eta: 41 days, 0:24:17 batch_cost: 1.0801 data_cost: 0.0013 ips: 7.4065 images/s
[08/12 21:05:39] ppdet.engine INFO: Epoch: [12] [51700/54024] learning_rate: 0.000100 loss_class: 0.682642 loss_bbox: 0.098688 loss_giou: 0.392233 loss_class_aux: 4.185729 loss_bbox_aux: 0.672966 loss_giou_aux: 2.452849 loss_class_dn: 0.316473 loss_bbox_dn: 0.090040 loss_giou_dn: 0.316332 loss_class_aux_dn: 1.711749 loss_bbox_aux_dn: 0.579507 loss_giou_aux_dn: 1.864378 loss: 13.823506 eta: 41 days, 0:21:58 batch_cost: 1.0775 data_cost: 0.0013 ips: 7.4248 images/s
[08/12 21:07:37] ppdet.engine INFO: Epoch: [12] [51800/54024] learning_rate: 0.000100 loss_class: 0.659478 loss_bbox: 0.106716 loss_giou: 0.496024 loss_class_aux: 4.041338 loss_bbox_aux: 0.693561 loss_giou_aux: 3.104286 loss_class_dn: 0.353429 loss_bbox_dn: 0.097519 loss_giou_dn: 0.380715 loss_class_aux_dn: 1.885820 loss_bbox_aux_dn: 0.593759 loss_giou_aux_dn: 2.171126 loss: 15.434021 eta: 41 days, 0:20:23 batch_cost: 1.1306 data_cost: 0.0488 ips: 7.0758 images/s
[08/12 21:09:30] ppdet.engine INFO: Epoch: [12] [51900/54024] learning_rate: 0.000100 loss_class: 0.693542 loss_bbox: 0.102983 loss_giou: 0.489288 loss_class_aux: 4.249235 loss_bbox_aux: 0.684201 loss_giou_aux: 3.017336 loss_class_dn: 0.349259 loss_bbox_dn: 0.089096 loss_giou_dn: 0.363481 loss_class_aux_dn: 1.871571 loss_bbox_aux_dn: 0.553812 loss_giou_aux_dn: 2.121639 loss: 15.564504 eta: 41 days, 0:18:09 batch_cost: 1.0836 data_cost: 0.0013 ips: 7.3830 images/s
[08/12 21:11:25] ppdet.engine INFO: Epoch: [12] [52000/54024] learning_rate: 0.000100 loss_class: 0.687776 loss_bbox: 0.110744 loss_giou: 0.493946 loss_class_aux: 4.348061 loss_bbox_aux: 0.713466 loss_giou_aux: 3.025696 loss_class_dn: 0.354222 loss_bbox_dn: 0.097257 loss_giou_dn: 0.379961 loss_class_aux_dn: 1.914235 loss_bbox_aux_dn: 0.599643 loss_giou_aux_dn: 2.203761 loss: 15.646087 eta: 41 days, 0:16:01 batch_cost: 1.0914 data_cost: 0.0013 ips: 7.3298 images/s
[08/12 21:13:21] ppdet.engine INFO: Epoch: [12] [52100/54024] learning_rate: 0.000100 loss_class: 0.678261 loss_bbox: 0.106748 loss_giou: 0.515183 loss_class_aux: 4.254887 loss_bbox_aux: 0.673533 loss_giou_aux: 3.139300 loss_class_dn: 0.354430 loss_bbox_dn: 0.094568 loss_giou_dn: 0.376675 loss_class_aux_dn: 1.875451 loss_bbox_aux_dn: 0.595369 loss_giou_aux_dn: 2.134952 loss: 15.208151 eta: 41 days, 0:14:10 batch_cost: 1.1101 data_cost: 0.0055 ips: 7.2069 images/s
[08/12 21:15:13] ppdet.engine INFO: Epoch: [12] [52200/54024] learning_rate: 0.000100 loss_class: 0.685126 loss_bbox: 0.102754 loss_giou: 0.477901 loss_class_aux: 4.215768 loss_bbox_aux: 0.679786 loss_giou_aux: 3.020417 loss_class_dn: 0.347255 loss_bbox_dn: 0.097154 loss_giou_dn: 0.366928 loss_class_aux_dn: 1.842520 loss_bbox_aux_dn: 0.611227 loss_giou_aux_dn: 2.079481 loss: 14.932436 eta: 41 days, 0:11:44 batch_cost: 1.0699 data_cost: 0.0013 ips: 7.4775 images/s
[08/12 21:17:04] ppdet.engine INFO: Epoch: [12] [52300/54024] learning_rate: 0.000100 loss_class: 0.676256 loss_bbox: 0.110446 loss_giou: 0.469657 loss_class_aux: 4.201592 loss_bbox_aux: 0.716852 loss_giou_aux: 2.972619 loss_class_dn: 0.334067 loss_bbox_dn: 0.095389 loss_giou_dn: 0.365162 loss_class_aux_dn: 1.830551 loss_bbox_aux_dn: 0.593094 loss_giou_aux_dn: 2.087080 loss: 14.494543 eta: 41 days, 0:09:05 batch_cost: 1.0544 data_cost: 0.0013 ips: 7.5871 images/s
[08/12 21:18:57] ppdet.engine INFO: Epoch: [12] [52400/54024] learning_rate: 0.000100 loss_class: 0.694669 loss_bbox: 0.103374 loss_giou: 0.489820 loss_class_aux: 4.266781 loss_bbox_aux: 0.676403 loss_giou_aux: 3.053366 loss_class_dn: 0.340045 loss_bbox_dn: 0.099741 loss_giou_dn: 0.367475 loss_class_aux_dn: 1.833406 loss_bbox_aux_dn: 0.608478 loss_giou_aux_dn: 2.138442 loss: 14.658037 eta: 41 days, 0:06:41 batch_cost: 1.0723 data_cost: 0.0013 ips: 7.4608 images/s
[08/12 21:20:53] ppdet.engine INFO: Epoch: [12] [52500/54024] learning_rate: 0.000100 loss_class: 0.698316 loss_bbox: 0.107715 loss_giou: 0.481831 loss_class_aux: 4.335225 loss_bbox_aux: 0.705956 loss_giou_aux: 3.032269 loss_class_dn: 0.345647 loss_bbox_dn: 0.103132 loss_giou_dn: 0.368736 loss_class_aux_dn: 1.864811 loss_bbox_aux_dn: 0.653755 loss_giou_aux_dn: 2.106184 loss: 14.658038 eta: 41 days, 0:04:50 batch_cost: 1.1109 data_cost: 0.0013 ips: 7.2015 images/s
[08/12 21:22:47] ppdet.engine INFO: Epoch: [12] [52600/54024] learning_rate: 0.000100 loss_class: 0.711220 loss_bbox: 0.111825 loss_giou: 0.510608 loss_class_aux: 4.420719 loss_bbox_aux: 0.741632 loss_giou_aux: 3.208102 loss_class_dn: 0.361488 loss_bbox_dn: 0.100156 loss_giou_dn: 0.384797 loss_class_aux_dn: 1.957172 loss_bbox_aux_dn: 0.589516 loss_giou_aux_dn: 2.201065 loss: 15.627702 eta: 41 days, 0:02:35 batch_cost: 1.0830 data_cost: 0.0013 ips: 7.3869 images/s
[08/12 21:24:43] ppdet.engine INFO: Epoch: [12] [52700/54024] learning_rate: 0.000100 loss_class: 0.701783 loss_bbox: 0.102590 loss_giou: 0.443991 loss_class_aux: 4.323620 loss_bbox_aux: 0.664182 loss_giou_aux: 2.781754 loss_class_dn: 0.328133 loss_bbox_dn: 0.097143 loss_giou_dn: 0.345896 loss_class_aux_dn: 1.809382 loss_bbox_aux_dn: 0.598908 loss_giou_aux_dn: 1.997419 loss: 14.641858 eta: 41 days, 0:00:46 batch_cost: 1.1140 data_cost: 0.0014 ips: 7.1811 images/s
[08/12 21:26:40] ppdet.engine INFO: Epoch: [12] [52800/54024] learning_rate: 0.000100 loss_class: 0.690438 loss_bbox: 0.106914 loss_giou: 0.511750 loss_class_aux: 4.244702 loss_bbox_aux: 0.722052 loss_giou_aux: 3.184593 loss_class_dn: 0.343136 loss_bbox_dn: 0.091409 loss_giou_dn: 0.365417 loss_class_aux_dn: 1.834875 loss_bbox_aux_dn: 0.582211 loss_giou_aux_dn: 2.072368 loss: 14.697997 eta: 40 days, 23:58:55 batch_cost: 1.1110 data_cost: 0.0013 ips: 7.2006 images/s
[08/12 21:28:38] ppdet.engine INFO: Epoch: [12] [52900/54024] learning_rate: 0.000100 loss_class: 0.679690 loss_bbox: 0.103680 loss_giou: 0.501284 loss_class_aux: 4.233842 loss_bbox_aux: 0.674979 loss_giou_aux: 3.106644 loss_class_dn: 0.350679 loss_bbox_dn: 0.090703 loss_giou_dn: 0.363476 loss_class_aux_dn: 1.895697 loss_bbox_aux_dn: 0.577911 loss_giou_aux_dn: 2.104586 loss: 15.351120 eta: 40 days, 23:57:29 batch_cost: 1.1396 data_cost: 0.0013 ips: 7.0199 images/s
[08/12 21:30:34] ppdet.engine INFO: Epoch: [12] [53000/54024] learning_rate: 0.000100 loss_class: 0.678062 loss_bbox: 0.103585 loss_giou: 0.478354 loss_class_aux: 4.121557 loss_bbox_aux: 0.658649 loss_giou_aux: 2.974682 loss_class_dn: 0.334540 loss_bbox_dn: 0.092240 loss_giou_dn: 0.341998 loss_class_aux_dn: 1.770234 loss_bbox_aux_dn: 0.586327 loss_giou_aux_dn: 1.952811 loss: 14.442554 eta: 40 days, 23:55:34 batch_cost: 1.1071 data_cost: 0.0013 ips: 7.2263 images/s
[08/12 21:32:25] ppdet.engine INFO: Epoch: [12] [53100/54024] learning_rate: 0.000100 loss_class: 0.703075 loss_bbox: 0.105481 loss_giou: 0.484375 loss_class_aux: 4.345122 loss_bbox_aux: 0.683291 loss_giou_aux: 2.993163 loss_class_dn: 0.343850 loss_bbox_dn: 0.101426 loss_giou_dn: 0.360070 loss_class_aux_dn: 1.869702 loss_bbox_aux_dn: 0.615678 loss_giou_aux_dn: 2.061460 loss: 14.623332 eta: 40 days, 23:52:58 batch_cost: 1.0574 data_cost: 0.0015 ips: 7.5657 images/s
[08/12 21:34:20] ppdet.engine INFO: Epoch: [12] [53200/54024] learning_rate: 0.000100 loss_class: 0.672206 loss_bbox: 0.100652 loss_giou: 0.498670 loss_class_aux: 4.189740 loss_bbox_aux: 0.663788 loss_giou_aux: 3.129309 loss_class_dn: 0.327950 loss_bbox_dn: 0.090637 loss_giou_dn: 0.376717 loss_class_aux_dn: 1.772619 loss_bbox_aux_dn: 0.563942 loss_giou_aux_dn: 2.162899 loss: 14.568427 eta: 40 days, 23:50:54 batch_cost: 1.0955 data_cost: 0.0013 ips: 7.3023 images/s
[08/12 21:36:15] ppdet.engine INFO: Epoch: [12] [53300/54024] learning_rate: 0.000100 loss_class: 0.701747 loss_bbox: 0.105117 loss_giou: 0.480618 loss_class_aux: 4.416896 loss_bbox_aux: 0.683136 loss_giou_aux: 3.039387 loss_class_dn: 0.336595 loss_bbox_dn: 0.102640 loss_giou_dn: 0.372845 loss_class_aux_dn: 1.804162 loss_bbox_aux_dn: 0.621257 loss_giou_aux_dn: 2.129266 loss: 15.020877 eta: 40 days, 23:48:47 batch_cost: 1.0926 data_cost: 0.0013 ips: 7.3219 images/s
[08/12 21:38:08] ppdet.engine INFO: Epoch: [12] [53400/54024] learning_rate: 0.000100 loss_class: 0.707462 loss_bbox: 0.109667 loss_giou: 0.503115 loss_class_aux: 4.438852 loss_bbox_aux: 0.699607 loss_giou_aux: 3.131229 loss_class_dn: 0.362313 loss_bbox_dn: 0.096884 loss_giou_dn: 0.372922 loss_class_aux_dn: 1.951985 loss_bbox_aux_dn: 0.581264 loss_giou_aux_dn: 2.151338 loss: 15.573277 eta: 40 days, 23:46:32 batch_cost: 1.0821 data_cost: 0.0013 ips: 7.3932 images/s
[08/12 21:40:07] ppdet.engine INFO: Epoch: [12] [53500/54024] learning_rate: 0.000100 loss_class: 0.689304 loss_bbox: 0.106721 loss_giou: 0.498060 loss_class_aux: 4.244597 loss_bbox_aux: 0.698711 loss_giou_aux: 3.069339 loss_class_dn: 0.328937 loss_bbox_dn: 0.093789 loss_giou_dn: 0.378054 loss_class_aux_dn: 1.782231 loss_bbox_aux_dn: 0.577748 loss_giou_aux_dn: 2.156407 loss: 14.655370 eta: 40 days, 23:45:02 batch_cost: 1.1362 data_cost: 0.0013 ips: 7.0412 images/s
[08/12 21:42:10] ppdet.engine INFO: Epoch: [12] [53600/54024] learning_rate: 0.000100 loss_class: 0.692287 loss_bbox: 0.111938 loss_giou: 0.466601 loss_class_aux: 4.341260 loss_bbox_aux: 0.697872 loss_giou_aux: 2.889648 loss_class_dn: 0.347335 loss_bbox_dn: 0.090435 loss_giou_dn: 0.352544 loss_class_aux_dn: 1.889813 loss_bbox_aux_dn: 0.580009 loss_giou_aux_dn: 2.025731 loss: 15.033451 eta: 40 days, 23:44:10 batch_cost: 1.1803 data_cost: 0.0013 ips: 6.7780 images/s
[08/12 21:44:03] ppdet.engine INFO: Epoch: [12] [53700/54024] learning_rate: 0.000100 loss_class: 0.653086 loss_bbox: 0.100025 loss_giou: 0.463401 loss_class_aux: 3.978434 loss_bbox_aux: 0.670441 loss_giou_aux: 2.898428 loss_class_dn: 0.325702 loss_bbox_dn: 0.094504 loss_giou_dn: 0.346498 loss_class_aux_dn: 1.748775 loss_bbox_aux_dn: 0.603359 loss_giou_aux_dn: 2.000108 loss: 13.971008 eta: 40 days, 23:41:49 batch_cost: 1.0761 data_cost: 0.0021 ips: 7.4345 images/s
[08/12 21:45:55] ppdet.engine INFO: Epoch: [12] [53800/54024] learning_rate: 0.000100 loss_class: 0.691058 loss_bbox: 0.106993 loss_giou: 0.538194 loss_class_aux: 4.278171 loss_bbox_aux: 0.692032 loss_giou_aux: 3.327563 loss_class_dn: 0.342207 loss_bbox_dn: 0.096060 loss_giou_dn: 0.379645 loss_class_aux_dn: 1.842178 loss_bbox_aux_dn: 0.590724 loss_giou_aux_dn: 2.222291 loss: 15.094425 eta: 40 days, 23:39:24 batch_cost: 1.0706 data_cost: 0.0013 ips: 7.4727 images/s
[08/12 21:48:00] ppdet.engine INFO: Epoch: [12] [53900/54024] learning_rate: 0.000100 loss_class: 0.707688 loss_bbox: 0.106226 loss_giou: 0.510935 loss_class_aux: 4.395388 loss_bbox_aux: 0.678662 loss_giou_aux: 3.074755 loss_class_dn: 0.353308 loss_bbox_dn: 0.092503 loss_giou_dn: 0.375953 loss_class_aux_dn: 1.933089 loss_bbox_aux_dn: 0.566957 loss_giou_aux_dn: 2.177233 loss: 15.722037 eta: 40 days, 23:38:49 batch_cost: 1.2011 data_cost: 0.0013 ips: 6.6604 images/s
[08/12 21:49:53] ppdet.engine INFO: Epoch: [12] [54000/54024] learning_rate: 0.000100 loss_class: 0.670344 loss_bbox: 0.104127 loss_giou: 0.483972 loss_class_aux: 4.166309 loss_bbox_aux: 0.679450 loss_giou_aux: 3.011746 loss_class_dn: 0.332222 loss_bbox_dn: 0.093068 loss_giou_dn: 0.365228 loss_class_aux_dn: 1.769317 loss_bbox_aux_dn: 0.568854 loss_giou_aux_dn: 2.126728 loss: 14.831888 eta: 40 days, 23:36:28 batch_cost: 1.0758 data_cost: 0.0013 ips: 7.4362 images/s
[08/12 21:50:34] ppdet.utils.checkpoint INFO: Save checkpoint: output/rtdetr_r101vd_6x_coco
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[08/12 22:39:59] ppdet.metrics.metrics INFO: The bbox result is saved to bbox.json.
loading annotations into memory...
Done (t=5.20s)
creating index...
index created!
[08/12 22:40:06] ppdet.metrics.coco_utils INFO: Start evaluate...
Loading and preparing results...
DONE (t=223.20s)
creating index...
index created!
Running per image evaluation...
Evaluate annotation type *bbox*
DONE (t=2649.78s).
Accumulating evaluation results...
DONE (t=869.03s).
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.372
 Average Precision  (AP) @[ IoU=0.50      | area=   all | maxDets=100 ] = 0.486
 Average Precision  (AP) @[ IoU=0.75      | area=   all | maxDets=100 ] = 0.405
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.172
 Average Precision  (AP) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.359
 Average Precision  (AP) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.514
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=  1 ] = 0.298
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets= 10 ] = 0.577
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=   all | maxDets=100 ] = 0.623
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= small | maxDets=100 ] = 0.379
 Average Recall     (AR) @[ IoU=0.50:0.95 | area=medium | maxDets=100 ] = 0.629
 Average Recall     (AR) @[ IoU=0.50:0.95 | area= large | maxDets=100 ] = 0.786
[08/12 23:44:15] ppdet.engine INFO: Total sample number: 80000, average FPS: 30.179347043981412
[08/12 23:44:15] ppdet.engine INFO: Best test bbox ap is 0.372.
[08/12 23:44:21] ppdet.utils.checkpoint INFO: Save checkpoint: output/rtdetr_r101vd_6x_coco